Task 5112385
| Name | ParityModified-1619584604-10393-0_0 |
| Workunit | 3070055 |
| Created | 28 Apr 2021, 4:36:45 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 10:18:07 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 31 sec |
| CPU time | 1 hours 8 min 25 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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> | loss: 0.0310018 | val_loss: 0.0312982 | Time: 2020.86 ms [2021-05-05 05:48:16 main:581] : INFO : Epoch 1537 | loss: 0.0310057 | val_loss: 0.0312753 | Time: 2024.9 ms [2021-05-05 05:48:18 main:581] : INFO : Epoch 1538 | loss: 0.031019 | val_loss: 0.0312832 | Time: 1944.14 ms [2021-05-05 05:48:20 main:581] : INFO : Epoch 1539 | loss: 0.0310112 | val_loss: 0.0312833 | Time: 2072.79 ms [2021-05-05 05:48:22 main:581] : INFO : Epoch 1540 | loss: 0.0310193 | val_loss: 0.0312951 | Time: 2057.76 ms [2021-05-05 05:48:24 main:581] : INFO : Epoch 1541 | loss: 0.0310058 | val_loss: 0.0313018 | Time: 1989.69 ms [2021-05-05 05:48:26 main:581] : INFO : Epoch 1542 | loss: 0.0310326 | val_loss: 0.0312788 | Time: 2016.25 ms [2021-05-05 05:48:28 main:581] : INFO : Epoch 1543 | loss: 0.0310319 | val_loss: 0.0313043 | Time: 1933.6 ms [2021-05-05 05:48:30 main:581] : INFO : Epoch 1544 | loss: 0.0310122 | val_loss: 0.0313275 | Time: 2021.37 ms [2021-05-05 05:48:32 main:581] : INFO : Epoch 1545 | loss: 0.0310061 | val_loss: 0.0312939 | Time: 2031.61 ms [2021-05-05 05:48:34 main:581] : INFO : Epoch 1546 | loss: 0.0310079 | val_loss: 0.031279 | Time: 2006.17 ms [2021-05-05 05:48:36 main:581] : INFO : Epoch 1547 | loss: 0.0310095 | val_loss: 0.0313042 | Time: 1976.1 ms [2021-05-05 05:48:38 main:581] : INFO : Epoch 1548 | loss: 0.0310025 | val_loss: 0.031289 | Time: 2002.67 ms [2021-05-05 05:48:40 main:581] : INFO : Epoch 1549 | loss: 0.031006 | val_loss: 0.0313194 | Time: 2066.55 ms [2021-05-05 05:48:42 main:581] : INFO : Epoch 1550 | loss: 0.0310071 | val_loss: 0.031294 | Time: 2203.86 ms [2021-05-05 05:48:44 main:581] : INFO : Epoch 1551 | loss: 0.0310036 | val_loss: 0.0313194 | Time: 2058.71 ms [2021-05-05 05:48:46 main:581] : INFO : Epoch 1552 | loss: 0.0309977 | val_loss: 0.0313104 | Time: 1888.55 ms [2021-05-05 05:48:48 main:581] : INFO : Epoch 1553 | loss: 0.0310165 | val_loss: 0.0313111 | Time: 1909.22 ms [2021-05-05 05:48:50 main:581] : INFO : Epoch 1554 | loss: 0.031017 | val_loss: 0.031313 | Time: 1961.9 ms [2021-05-05 05:48:52 main:581] : INFO : Epoch 1555 | loss: 0.0310058 | val_loss: 0.031327 | Time: 2023.4 ms [2021-05-05 05:48:54 main:581] : INFO : Epoch 1556 | loss: 0.0310098 | val_loss: 0.0312987 | Time: 1984.08 ms [2021-05-05 05:48:56 main:581] : INFO : Epoch 1557 | loss: 0.0310132 | val_loss: 0.0313408 | Time: 2082.28 ms [2021-05-05 05:48:58 main:581] : INFO : Epoch 1558 | loss: 0.0310089 | val_loss: 0.0313043 | Time: 2057.21 ms [2021-05-05 05:49:00 main:581] : INFO : Epoch 1559 | loss: 0.0310131 | val_loss: 0.0312641 | Time: 2041.66 ms [2021-05-05 05:49:02 main:581] : INFO : Epoch 1560 | loss: 0.031008 | val_loss: 0.0312629 | Time: 1975.85 ms [2021-05-05 05:49:04 main:581] : INFO : Epoch 1561 | loss: 0.0310073 | val_loss: 0.0312973 | Time: 2008.72 ms [2021-05-05 05:49:06 main:581] : INFO : Epoch 1562 | loss: 0.0310067 | val_loss: 0.031292 | Time: 1909.85 ms [2021-05-05 05:49:08 main:581] : INFO : Epoch 1563 | loss: 0.0310033 | val_loss: 0.0312775 | Time: 2003.51 ms [2021-05-05 05:49:10 main:581] : INFO : Epoch 1564 | loss: 0.0310099 | val_loss: 0.0312747 | Time: 2023.2 ms [2021-05-05 05:49:12 main:581] : INFO : Epoch 1565 | loss: 0.0310089 | val_loss: 0.0313021 | Time: 2003.85 ms [2021-05-05 05:49:14 main:581] : INFO : Epoch 1566 | loss: 0.0310145 | val_loss: 0.0312468 | Time: 2006.34 ms [2021-05-05 05:49:16 main:581] : INFO : Epoch 1567 | loss: 0.0310206 | val_loss: 0.0312488 | Time: 2002.27 ms [2021-05-05 05:49:18 main:581] : INFO : Epoch 1568 | loss: 0.0310193 | val_loss: 0.0312707 | Time: 1896.67 ms [2021-05-05 05:49:20 main:581] : INFO : Epoch 1569 | loss: 0.0310126 | val_loss: 0.0312813 | Time: 2049.8 ms [2021-05-05 05:49:22 main:581] : INFO : Epoch 1570 | loss: 0.0310023 | val_loss: 0.0313041 | Time: 2023.94 ms [2021-05-05 05:49:24 main:581] : INFO : Epoch 1571 | loss: 0.0310117 | val_loss: 0.0312995 | Time: 2011.15 ms [2021-05-05 05:49:26 main:581] : INFO : Epoch 1572 | loss: 0.0310066 | val_loss: 0.0313078 | Time: 2009.71 ms [2021-05-05 05:49:28 main:581] : INFO : Epoch 1573 | loss: 0.0310096 | val_loss: 0.0313012 | Time: 1964.68 ms [2021-05-05 05:49:30 main:581] : INFO : Epoch 1574 | loss: 0.0310045 | val_loss: 0.0313066 | Time: 1793.66 ms [2021-05-05 05:49:32 main:581] : INFO : Epoch 1575 | loss: 0.0310069 | val_loss: 0.0313136 | Time: 1918 ms [2021-05-05 05:49:34 main:581] : INFO : Epoch 1576 | loss: 0.0310141 | val_loss: 0.031293 | Time: 1902.28 ms [2021-05-05 05:49:36 main:581] : INFO : Epoch 1577 | loss: 0.0310081 | val_loss: 0.0313206 | Time: 1943.27 ms [2021-05-05 05:49:38 main:581] : INFO : Epoch 1578 | loss: 0.0310099 | val_loss: 0.0313129 | Time: 2011.6 ms [2021-05-05 05:49:40 main:581] : INFO : Epoch 1579 | loss: 0.0310178 | val_loss: 0.0312904 | Time: 2018.57 ms [2021-05-05 05:49:42 main:581] : INFO : Epoch 1580 | loss: 0.031011 | val_loss: 0.0313081 | Time: 1997.85 ms [2021-05-05 05:49:44 main:581] : INFO : Epoch 1581 | loss: 0.0310026 | val_loss: 0.0313072 | Time: 2040.57 ms [2021-05-05 05:49:46 main:581] : INFO : Epoch 1582 | loss: 0.0310019 | val_loss: 0.0313259 | Time: 2064.56 ms [2021-05-05 05:49:48 main:581] : INFO : Epoch 1583 | loss: 0.0310077 | val_loss: 0.0312908 | Time: 1997.17 ms [2021-05-05 05:49:50 main:581] : INFO : Epoch 1584 | loss: 0.03101 | val_loss: 0.0312846 | Time: 2012.06 ms [2021-05-05 05:49:52 main:581] : INFO : Epoch 1585 | loss: 0.0310259 | val_loss: 0.0312843 | Time: 2049.67 ms [2021-05-05 05:49:54 main:581] : INFO : Epoch 1586 | loss: 0.0310212 | val_loss: 0.0313105 | Time: 1976.31 ms [2021-05-05 05:49:56 main:581] : INFO : Epoch 1587 | loss: 0.0310185 | val_loss: 0.0313089 | Time: 1970.05 ms [2021-05-05 05:49:58 main:581] : INFO : Epoch 1588 | loss: 0.0310153 | val_loss: 0.0313199 | Time: 2025.12 ms [2021-05-05 05:50:00 main:581] : INFO : Epoch 1589 | loss: 0.0310094 | val_loss: 0.0312843 | Time: 1902.69 ms [2021-05-05 05:50:02 main:581] : INFO : Epoch 1590 | loss: 0.0310159 | val_loss: 0.0312945 | Time: 1953.75 ms [2021-05-05 05:50:04 main:581] : INFO : Epoch 1591 | loss: 0.031014 | val_loss: 0.0312968 | Time: 1887.36 ms [2021-05-05 05:50:06 main:581] : INFO : Epoch 1592 | loss: 0.0310061 | val_loss: 0.0312875 | Time: 2035.46 ms [2021-05-05 05:50:08 main:581] : INFO : Epoch 1593 | loss: 0.0310058 | val_loss: 0.0312984 | Time: 1994.63 ms [2021-05-05 05:50:10 main:581] : INFO : Epoch 1594 | loss: 0.0310021 | val_loss: 0.0312919 | Time: 1967.87 ms [2021-05-05 05:50:12 main:581] : INFO : Epoch 1595 | loss: 0.0310033 | val_loss: 0.0313069 | Time: 1954.6 ms [2021-05-05 05:50:13 main:581] : INFO : Epoch 1596 | loss: 0.0310011 | val_loss: 0.0312823 | Time: 1773.5 ms [2021-05-05 05:50:15 main:581] : INFO : Epoch 1597 | loss: 0.0309996 | val_loss: 0.0313191 | Time: 1744.95 ms [2021-05-05 05:50:17 main:581] : INFO : Epoch 1598 | loss: 0.0310122 | val_loss: 0.0313199 | Time: 1985.91 ms [2021-05-05 05:50:19 main:581] : INFO : Epoch 1599 | loss: 0.0310074 | val_loss: 0.0313029 | Time: 1989.94 ms [2021-05-05 05:50:21 main:581] : INFO : Epoch 1600 | loss: 0.0310036 | val_loss: 0.0313162 | Time: 2126.36 ms [2021-05-05 05:50:23 main:581] : INFO : Epoch 1601 | loss: 0.0309987 | val_loss: 0.0313061 | Time: 2082.58 ms [2021-05-05 05:50:25 main:581] : INFO : Epoch 1602 | loss: 0.031009 | val_loss: 0.0312728 | Time: 2072.72 ms [2021-05-05 05:50:27 main:581] : INFO : Epoch 1603 | loss: 0.0310235 | val_loss: 0.0312755 | Time: 1986.45 ms [2021-05-05 05:50:29 main:581] : INFO : Epoch 1604 | loss: 0.0310223 | val_loss: 0.0313136 | Time: 2102.27 ms [2021-05-05 05:50:31 main:581] : INFO : Epoch 1605 | loss: 0.0310123 | val_loss: 0.0312922 | Time: 1912.43 ms [2021-05-05 05:50:33 main:581] : INFO : Epoch 1606 | loss: 0.0310015 | val_loss: 0.0312954 | Time: 1929.77 ms [2021-05-05 05:50:35 main:581] : INFO : Epoch 1607 | loss: 0.0310166 | val_loss: 0.0312649 | Time: 1868.38 ms [2021-05-05 05:50:37 main:581] : INFO : Epoch 1608 | loss: 0.0310768 | val_loss: 0.0312788 | Time: 1957.17 ms [2021-05-05 05:50:39 main:581] : INFO : Epoch 1609 | loss: 0.0310493 | val_loss: 0.031263 | Time: 1746.04 ms [2021-05-05 05:50:41 main:581] : INFO : Epoch 1610 | loss: 0.0310258 | val_loss: 0.0312869 | Time: 1871.92 ms [2021-05-05 05:50:43 main:581] : INFO : Epoch 1611 | loss: 0.0310114 | val_loss: 0.0312889 | Time: 1848.76 ms [2021-05-05 05:50:44 main:581] : INFO : Epoch 1612 | loss: 0.0310108 | val_loss: 0.0312994 | Time: 1988.34 ms [2021-05-05 05:50:46 main:581] : INFO : Epoch 1613 | loss: 0.0310145 | val_loss: 0.0312838 | Time: 1917.75 ms [2021-05-05 05:50:48 main:581] : INFO : Epoch 1614 | loss: 0.0310103 | val_loss: 0.0312895 | Time: 1859.76 ms [2021-05-05 05:50:50 main:581] : INFO : Epoch 1615 | loss: 0.031006 | val_loss: 0.0313444 | Time: 1996.4 ms [2021-05-05 05:50:52 main:581] : INFO : Epoch 1616 | loss: 0.0310007 | val_loss: 0.0313343 | Time: 2000.77 ms [2021-05-05 05:50:54 main:581] : INFO : Epoch 1617 | loss: 0.0309964 | val_loss: 0.031315 | Time: 1998.58 ms [2021-05-05 05:50:56 main:581] : INFO : Epoch 1618 | loss: 0.0309993 | val_loss: 0.0313036 | Time: 1998.72 ms [2021-05-05 05:50:58 main:581] : INFO : Epoch 1619 | loss: 0.0310038 | val_loss: 0.0313047 | Time: 2029.7 ms [2021-05-05 05:51:00 main:581] : INFO : Epoch 1620 | loss: 0.0310054 | val_loss: 0.0312874 | Time: 2011.39 ms [2021-05-05 05:51:02 main:581] : INFO : Epoch 1621 | loss: 0.0310012 | val_loss: 0.0312756 | Time: 1936.48 ms [2021-05-05 05:51:04 main:581] : INFO : Epoch 1622 | loss: 0.031005 | val_loss: 0.0312988 | Time: 2031.19 ms [2021-05-05 05:51:06 main:581] : INFO : Epoch 1623 | loss: 0.0310005 | val_loss: 0.0313212 | Time: 2022.14 ms [2021-05-05 05:51:08 main:581] : INFO : Epoch 1624 | loss: 0.0309984 | val_loss: 0.0312904 | Time: 2024.52 ms [2021-05-05 05:51:10 main:581] : INFO : Epoch 1625 | loss: 0.0310026 | val_loss: 0.0313099 | Time: 1996.76 ms [2021-05-05 05:51:12 main:581] : INFO : Epoch 1626 | loss: 0.0310128 | val_loss: 0.0312779 | Time: 2027.42 ms [2021-05-05 05:51:14 main:581] : INFO : Epoch 1627 | loss: 0.0310123 | val_loss: 0.0313061 | Time: 1932.83 ms [2021-05-05 05:51:16 main:581] : INFO : Epoch 1628 | loss: 0.0310105 | val_loss: 0.031293 | Time: 1997.81 ms [2021-05-05 05:51:18 main:581] : INFO : Epoch 1629 | loss: 0.0310108 | val_loss: 0.031285 | Time: 1974.14 ms [2021-05-05 05:51:20 main:581] : INFO : Epoch 1630 | loss: 0.0310073 | val_loss: 0.0313351 | Time: 1963.73 ms [2021-05-05 05:51:22 main:581] : INFO : Epoch 1631 | loss: 0.0310229 | val_loss: 0.0313091 | Time: 1990.24 ms [2021-05-05 05:51:24 main:581] : INFO : Epoch 1632 | loss: 0.0310051 | val_loss: 0.0313085 | Time: 2048.53 ms [2021-05-05 05:51:26 main:581] : INFO : Epoch 1633 | loss: 0.0310048 | val_loss: 0.0313134 | Time: 2013.71 ms [2021-05-05 05:51:28 main:581] : INFO : Epoch 1634 | loss: 0.0310203 | val_loss: 0.0313297 | Time: 2208.19 ms [2021-05-05 05:51:31 main:581] : INFO : Epoch 1635 | loss: 0.0310044 | val_loss: 0.0312891 | Time: 2256.38 ms [2021-05-05 05:51:33 main:581] : INFO : Epoch 1636 | loss: 0.0310365 | val_loss: 0.0313025 | Time: 1983.52 ms [2021-05-05 05:51:35 main:581] : INFO : Epoch 1637 | loss: 0.031029 | val_loss: 0.0313256 | Time: 2017.32 ms [2021-05-05 05:51:37 main:581] : INFO : Epoch 1638 | loss: 0.0310252 | val_loss: 0.0312987 | Time: 2039.62 ms [2021-05-05 05:51:39 main:581] : INFO : Epoch 1639 | loss: 0.0310113 | val_loss: 0.0313093 | Time: 1956.33 ms [2021-05-05 05:51:41 main:581] : INFO : Epoch 1640 | loss: 0.0310142 | val_loss: 0.0312903 | Time: 1961.5 ms [2021-05-05 05:51:43 main:581] : INFO : Epoch 1641 | loss: 0.0310387 | val_loss: 0.0312616 | Time: 1984.25 ms [2021-05-05 05:51:45 main:581] : INFO : Epoch 1642 | loss: 0.0310354 | val_loss: 0.0312921 | Time: 1904.74 ms [2021-05-05 05:51:46 main:581] : INFO : Epoch 1643 | loss: 0.0310083 | val_loss: 0.0313109 | Time: 1881.13 ms [2021-05-05 05:51:48 main:581] : INFO : Epoch 1644 | loss: 0.031007 | val_loss: 0.0313043 | Time: 1843.6 ms [2021-05-05 05:51:50 main:581] : INFO : Epoch 1645 | loss: 0.0310091 | val_loss: 0.0312721 | Time: 2051.36 ms [2021-05-05 05:51:52 main:581] : INFO : Epoch 1646 | loss: 0.0310087 | val_loss: 0.0312804 | Time: 1951.47 ms [2021-05-05 05:51:54 main:581] : INFO : Epoch 1647 | loss: 0.0310012 | val_loss: 0.0312768 | Time: 2045.96 ms [2021-05-05 05:51:56 main:581] : INFO : Epoch 1648 | loss: 0.030996 | val_loss: 0.0313282 | Time: 2016.01 ms [2021-05-05 05:51:58 main:581] : INFO : Epoch 1649 | loss: 0.0309991 | val_loss: 0.0313213 | Time: 2017.76 ms [2021-05-05 05:52:00 main:581] : INFO : Epoch 1650 | loss: 0.0310097 | val_loss: 0.0312779 | Time: 2029.96 ms [2021-05-05 05:52:02 main:581] : INFO : Epoch 1651 | loss: 0.0310182 | val_loss: 0.0312958 | Time: 2011.73 ms [2021-05-05 05:52:04 main:581] : INFO : Epoch 1652 | loss: 0.0310073 | val_loss: 0.0313136 | Time: 1921.81 ms [2021-05-05 05:52:06 main:581] : INFO : Epoch 1653 | loss: 0.0310036 | val_loss: 0.031331 | Time: 1993.31 ms [2021-05-05 05:52:09 main:581] : INFO : Epoch 1654 | loss: 0.0310097 | val_loss: 0.0313121 | Time: 2327.92 ms [2021-05-05 05:52:11 main:581] : INFO : Epoch 1655 | loss: 0.0310108 | val_loss: 0.0312633 | Time: 2405.44 ms [2021-05-05 05:52:13 main:581] : INFO : Epoch 1656 | loss: 0.0310087 | val_loss: 0.0312938 | Time: 2054.42 ms [2021-05-05 05:52:15 main:581] : INFO : Epoch 1657 | loss: 0.0310364 | val_loss: 0.0312457 | Time: 2092.74 ms [2021-05-05 05:52:18 main:581] : INFO : Epoch 1658 | loss: 0.0310234 | val_loss: 0.0312559 | Time: 2329.8 ms [2021-05-05 05:52:20 main:581] : INFO : Epoch 1659 | loss: 0.0310111 | val_loss: 0.0313091 | Time: 2088.61 ms [2021-05-05 05:52:22 main:581] : INFO : Epoch 1660 | loss: 0.0310136 | val_loss: 0.0312738 | Time: 2030.32 ms [2021-05-05 05:52:24 main:581] : INFO : Epoch 1661 | loss: 0.0310403 | val_loss: 0.0312861 | Time: 2042.37 ms [2021-05-05 05:52:26 main:581] : INFO : Epoch 1662 | loss: 0.0310193 | val_loss: 0.0313237 | Time: 1976.07 ms [2021-05-05 05:52:28 main:581] : INFO : Epoch 1663 | loss: 0.0310047 | val_loss: 0.0313059 | Time: 2109.07 ms [2021-05-05 05:52:30 main:581] : INFO : Epoch 1664 | loss: 0.0310089 | val_loss: 0.0312817 | Time: 2051.75 ms [2021-05-05 05:52:32 main:581] : INFO : Epoch 1665 | loss: 0.0310121 | val_loss: 0.0313254 | Time: 1949.35 ms [2021-05-05 05:52:34 main:581] : INFO : Epoch 1666 | loss: 0.0310208 | val_loss: 0.0312933 | Time: 2043.19 ms [2021-05-05 05:52:36 main:581] : INFO : Epoch 1667 | loss: 0.0310048 | val_loss: 0.0313408 | Time: 1949.21 ms [2021-05-05 05:52:38 main:581] : INFO : Epoch 1668 | loss: 0.0310033 | val_loss: 0.0313174 | Time: 2061.71 ms [2021-05-05 05:52:40 main:581] : INFO : Epoch 1669 | loss: 0.0310054 | val_loss: 0.0313252 | Time: 1937.71 ms [2021-05-05 05:52:42 main:581] : INFO : Epoch 1670 | loss: 0.031002 | val_loss: 0.0313042 | Time: 1914.02 ms [2021-05-05 05:52:44 main:581] : INFO : Epoch 1671 | loss: 0.0310125 | val_loss: 0.0312639 | Time: 2027.86 ms [2021-05-05 05:52:46 main:581] : INFO : Epoch 1672 | loss: 0.0310194 | val_loss: 0.0312592 | Time: 2033.41 ms [2021-05-05 05:52:48 main:581] : INFO : Epoch 1673 | loss: 0.0310076 | val_loss: 0.0313059 | Time: 1983.32 ms [2021-05-05 05:52:50 main:581] : INFO : Epoch 1674 | loss: 0.031017 | val_loss: 0.0312918 | Time: 2036.23 ms [2021-05-05 05:52:52 main:581] : INFO : Epoch 1675 | loss: 0.0310141 | val_loss: 0.0313013 | Time: 2048.33 ms [2021-05-05 05:52:54 main:581] : INFO : Epoch 1676 | loss: 0.0310089 | val_loss: 0.0313395 | Time: 2027.89 ms [2021-05-05 05:52:56 main:581] : INFO : Epoch 1677 | loss: 0.0310045 | val_loss: 0.0312979 | Time: 1997.38 ms [2021-05-05 05:52:58 main:581] : INFO : Epoch 1678 | loss: 0.0309965 | val_loss: 0.0313051 | Time: 2013.16 ms [2021-05-05 05:53:00 main:581] : INFO : Epoch 1679 | loss: 0.0310015 | val_loss: 0.0313387 | Time: 2027.28 ms [2021-05-05 05:53:02 main:581] : INFO : Epoch 1680 | loss: 0.031015 | val_loss: 0.0313147 | Time: 2196.7 ms [2021-05-05 05:53:04 main:581] : INFO : Epoch 1681 | loss: 0.0310141 | val_loss: 0.031314 | Time: 2001.34 ms [2021-05-05 05:53:06 main:581] : INFO : Epoch 1682 | loss: 0.031006 | val_loss: 0.0312903 | Time: 1988.81 ms [2021-05-05 05:53:08 main:581] : INFO : Epoch 1683 | loss: 0.0310078 | val_loss: 0.0312788 | Time: 2014.15 ms [2021-05-05 05:53:10 main:581] : INFO : Epoch 1684 | loss: 0.0310147 | val_loss: 0.0312811 | Time: 2005.37 ms [2021-05-05 05:53:12 main:581] : INFO : Epoch 1685 | loss: 0.0310217 | val_loss: 0.0313063 | Time: 1943.85 ms [2021-05-05 05:53:14 main:581] : INFO : Epoch 1686 | loss: 0.0310119 | val_loss: 0.0313477 | Time: 1966.76 ms [2021-05-05 05:53:16 main:581] : INFO : Epoch 1687 | loss: 0.0310066 | val_loss: 0.0313104 | Time: 1918.86 ms [2021-05-05 05:53:18 main:581] : INFO : Epoch 1688 | loss: 0.0310006 | val_loss: 0.0312926 | Time: 1977.2 ms [2021-05-05 05:53:20 main:581] : INFO : Epoch 1689 | loss: 0.0310113 | val_loss: 0.0312672 | Time: 1944.38 ms [2021-05-05 05:53:22 main:581] : INFO : Epoch 1690 | loss: 0.0310044 | val_loss: 0.0313187 | Time: 1978.87 ms [2021-05-05 05:53:24 main:581] : INFO : Epoch 1691 | loss: 0.0309976 | val_loss: 0.0313104 | Time: 1949.97 ms [2021-05-05 05:53:26 main:581] : INFO : Epoch 1692 | loss: 0.0309938 | val_loss: 0.0312932 | Time: 2096.4 ms [2021-05-05 05:53:28 main:581] : INFO : Epoch 1693 | loss: 0.0310024 | val_loss: 0.0312817 | Time: 2039.33 ms [2021-05-05 05:53:30 main:581] : INFO : Epoch 1694 | loss: 0.0310034 | val_loss: 0.0312831 | Time: 2016.54 ms [2021-05-05 05:53:32 main:581] : INFO : Epoch 1695 | loss: 0.031012 | val_loss: 0.0312996 | Time: 2011.86 ms [2021-05-05 05:53:34 main:581] : INFO : Epoch 1696 | loss: 0.0310048 | val_loss: 0.0313062 | Time: 2015.85 ms [2021-05-05 05:53:36 main:581] : INFO : Epoch 1697 | loss: 0.0310026 | val_loss: 0.03133 | Time: 2033.53 ms [2021-05-05 05:53:38 main:581] : INFO : Epoch 1698 | loss: 0.0310107 | val_loss: 0.0313197 | Time: 2052.91 ms [2021-05-05 05:53:40 main:581] : INFO : Epoch 1699 | loss: 0.0310031 | val_loss: 0.0312667 | Time: 2043.63 ms [2021-05-05 05:53:42 main:581] : INFO : Epoch 1700 | loss: 0.0310087 | val_loss: 0.0312809 | Time: 2040.6 ms [2021-05-05 05:53:44 main:581] : INFO : Epoch 1701 | loss: 0.0310074 | val_loss: 0.0313256 | Time: 2042.06 ms [2021-05-05 05:53:46 main:581] : INFO : Epoch 1702 | loss: 0.0310045 | val_loss: 0.0313252 | Time: 2047.99 ms [2021-05-05 05:53:48 main:581] : INFO : Epoch 1703 | loss: 0.0310022 | val_loss: 0.0313132 | Time: 1955.29 ms [2021-05-05 05:53:50 main:581] : INFO : Epoch 1704 | loss: 0.0309982 | val_loss: 0.0312824 | Time: 1975.58 ms [2021-05-05 05:53:52 main:581] : INFO : Epoch 1705 | loss: 0.0310108 | val_loss: 0.0312668 | Time: 2246.22 ms [2021-05-05 05:53:55 main:581] : INFO : Epoch 1706 | loss: 0.0310232 | val_loss: 0.03129 | Time: 2200.43 ms [2021-05-05 05:53:57 main:581] : INFO : Epoch 1707 | loss: 0.0310181 | val_loss: 0.0312637 | Time: 2027.9 ms [2021-05-05 05:53:59 main:581] : INFO : Epoch 1708 | loss: 0.0310111 | val_loss: 0.0313223 | Time: 2020.56 ms [2021-05-05 05:54:01 main:581] : INFO : Epoch 1709 | loss: 0.0310179 | val_loss: 0.0312969 | Time: 2045.69 ms [2021-05-05 05:54:03 main:581] : INFO : Epoch 1710 | loss: 0.031015 | val_loss: 0.0313095 | Time: 2154.1 ms [2021-05-05 05:54:05 main:581] : INFO : Epoch 1711 | loss: 0.0310105 | val_loss: 0.0312974 | Time: 2166.55 ms [2021-05-05 05:54:07 main:581] : INFO : Epoch 1712 | loss: 0.0310019 | val_loss: 0.0313017 | Time: 2059.8 ms [2021-05-05 05:54:09 main:581] : INFO : Epoch 1713 | loss: 0.0309969 | val_loss: 0.0312888 | Time: 1966.67 ms [2021-05-05 05:54:11 main:581] : INFO : Epoch 1714 | loss: 0.0310108 | val_loss: 0.0312863 | Time: 2135.91 ms [2021-05-05 05:54:13 main:581] : INFO : Epoch 1715 | loss: 0.0310138 | val_loss: 0.031295 | Time: 2251.08 ms [2021-05-05 05:54:15 main:581] : INFO : Epoch 1716 | loss: 0.0310032 | val_loss: 0.0313023 | Time: 2037.93 ms [2021-05-05 05:54:18 main:581] : INFO : Epoch 1717 | loss: 0.031013 | val_loss: 0.031279 | Time: 2039.06 ms [2021-05-05 05:54:20 main:581] : INFO : Epoch 1718 | loss: 0.0310132 | val_loss: 0.0312714 | Time: 2024.59 ms [2021-05-05 05:54:22 main:581] : INFO : Epoch 1719 | loss: 0.0310118 | val_loss: 0.0312781 | Time: 2021.98 ms [2021-05-05 05:54:24 main:581] : INFO : Epoch 1720 | loss: 0.0310027 | val_loss: 0.0312835 | Time: 1984.19 ms [2021-05-05 05:54:26 main:581] : INFO : Epoch 1721 | loss: 0.0310063 | val_loss: 0.0312838 | Time: 1977.72 ms [2021-05-05 05:54:28 main:581] : INFO : Epoch 1722 | loss: 0.0310057 | val_loss: 0.031269 | Time: 1999.56 ms [2021-05-05 05:54:30 main:581] : INFO : Epoch 1723 | loss: 0.0310077 | val_loss: 0.0313344 | Time: 1992.37 ms [2021-05-05 05:54:32 main:581] : INFO : Epoch 1724 | loss: 0.0310062 | val_loss: 0.0313037 | Time: 2015.4 ms [2021-05-05 05:54:34 main:581] : INFO : Epoch 1725 | loss: 0.0310022 | val_loss: 0.0312774 | Time: 2053.76 ms [2021-05-05 05:54:36 main:581] : INFO : Epoch 1726 | loss: 0.0310104 | val_loss: 0.031309 | Time: 2017.46 ms [2021-05-05 05:54:38 main:581] : INFO : Epoch 1727 | loss: 0.0310013 | val_loss: 0.0312827 | Time: 1923.4 ms [2021-05-05 05:54:40 main:581] : INFO : Epoch 1728 | loss: 0.031005 | val_loss: 0.0312893 | Time: 2004.85 ms [2021-05-05 05:54:42 main:581] : INFO : Epoch 1729 | loss: 0.0310212 | val_loss: 0.0312892 | Time: 1985.43 ms [2021-05-05 05:54:44 main:581] : INFO : Epoch 1730 | loss: 0.0310104 | val_loss: 0.0312995 | Time: 2039.63 ms [2021-05-05 05:54:46 main:581] : INFO : Epoch 1731 | loss: 0.0310012 | val_loss: 0.0312957 | Time: 1999.5 ms [2021-05-05 05:54:48 main:581] : INFO : Epoch 1732 | loss: 0.0310051 | val_loss: 0.0313033 | Time: 2021.02 ms [2021-05-05 05:54:50 main:581] : INFO : Epoch 1733 | loss: 0.0310059 | val_loss: 0.0312878 | Time: 2060.58 ms [2021-05-05 05:54:52 main:581] : INFO : Epoch 1734 | loss: 0.0310062 | val_loss: 0.0312882 | Time: 2062.76 ms [2021-05-05 05:54:54 main:581] : INFO : Epoch 1735 | loss: 0.0310061 | val_loss: 0.0313137 | Time: 2065.7 ms [2021-05-05 05:54:56 main:581] : INFO : Epoch 1736 | loss: 0.0310037 | val_loss: 0.0312962 | Time: 2039.59 ms [2021-05-05 05:54:58 main:581] : INFO : Epoch 1737 | loss: 0.0310029 | val_loss: 0.0312929 | Time: 1975.36 ms [2021-05-05 05:55:00 main:581] : INFO : Epoch 1738 | loss: 0.0310066 | val_loss: 0.0312788 | Time: 2133.77 ms [2021-05-05 05:55:02 main:581] : INFO : Epoch 1739 | loss: 0.0309963 | val_loss: 0.031312 | Time: 2046.87 ms [2021-05-05 05:55:04 main:581] : INFO : Epoch 1740 | loss: 0.030999 | val_loss: 0.0312895 | Time: 2282.14 ms [2021-05-05 05:55:06 main:581] : INFO : Epoch 1741 | loss: 0.0309967 | val_loss: 0.0312963 | Time: 2161.26 ms [2021-05-05 05:55:09 main:581] : INFO : Epoch 1742 | loss: 0.0309942 | val_loss: 0.0313126 | Time: 2138.05 ms [2021-05-05 05:55:11 main:581] : INFO : Epoch 1743 | loss: 0.0310064 | val_loss: 0.031321 | Time: 2307.95 ms [2021-05-05 05:55:13 main:581] : INFO : Epoch 1744 | loss: 0.0310138 | val_loss: 0.0313161 | Time: 2176.54 ms [2021-05-05 05:55:15 main:581] : INFO : Epoch 1745 | loss: 0.0310087 | val_loss: 0.0312995 | Time: 2345.77 ms [2021-05-05 05:55:18 main:581] : INFO : Epoch 1746 | loss: 0.0310092 | val_loss: 0.0312411 | Time: 2289.69 ms [2021-05-05 05:55:20 main:581] : INFO : Epoch 1747 | loss: 0.0310184 | val_loss: 0.0312926 | Time: 1987.93 ms [2021-05-05 05:55:22 main:581] : INFO : Epoch 1748 | loss: 0.0310081 | val_loss: 0.0313122 | Time: 2145.18 ms [2021-05-05 05:55:24 main:581] : INFO : Epoch 1749 | loss: 0.0310068 | val_loss: 0.0313099 | Time: 2110.88 ms [2021-05-05 05:55:26 main:581] : INFO : Epoch 1750 | loss: 0.0310166 | val_loss: 0.0313128 | Time: 2103.11 ms [2021-05-05 05:55:28 main:581] : INFO : Epoch 1751 | loss: 0.0310064 | val_loss: 0.0312879 | Time: 2048.77 ms [2021-05-05 05:55:30 main:581] : INFO : Epoch 1752 | loss: 0.0309975 | val_loss: 0.0312969 | Time: 2065.28 ms [2021-05-05 05:55:32 main:581] : INFO : Epoch 1753 | loss: 0.0310046 | val_loss: 0.0312994 | Time: 2002.04 ms [2021-05-05 05:55:34 main:581] : INFO : Epoch 1754 | loss: 0.0310137 | val_loss: 0.0312667 | Time: 2108.2 ms [2021-05-05 05:55:36 main:581] : INFO : Epoch 1755 | loss: 0.0310165 | val_loss: 0.0312886 | Time: 2044.48 ms [2021-05-05 05:55:38 main:581] : INFO : Epoch 1756 | loss: 0.0310132 | val_loss: 0.0313123 | Time: 2028.38 ms [2021-05-05 05:55:40 main:581] : INFO : Epoch 1757 | loss: 0.0310123 | val_loss: 0.031321 | Time: 2077.55 ms [2021-05-05 05:55:42 main:581] : INFO : Epoch 1758 | loss: 0.0310121 | val_loss: 0.0313253 | Time: 2063.85 ms [2021-05-05 05:55:45 main:581] : INFO : Epoch 1759 | loss: 0.0309974 | val_loss: 0.0312957 | Time: 2082.66 ms [2021-05-05 05:55:47 main:581] : INFO : Epoch 1760 | loss: 0.0309959 | val_loss: 0.0312916 | Time: 2044.29 ms [2021-05-05 05:55:49 main:581] : INFO : Epoch 1761 | loss: 0.0310209 | val_loss: 0.0312668 | Time: 2027.45 ms [2021-05-05 05:55:51 main:581] : INFO : Epoch 1762 | loss: 0.0310193 | val_loss: 0.0312814 | Time: 2045.77 ms [2021-05-05 05:55:53 main:581] : INFO : Epoch 1763 | loss: 0.0310098 | val_loss: 0.0313004 | Time: 2022.01 ms [2021-05-05 05:55:55 main:581] : INFO : Epoch 1764 | loss: 0.0310034 | val_loss: 0.0313091 | Time: 1959.24 ms [2021-05-05 05:55:57 main:581] : INFO : Epoch 1765 | loss: 0.0309985 | val_loss: 0.0312959 | Time: 1985.83 ms [2021-05-05 05:55:59 main:581] : INFO : Epoch 1766 | loss: 0.031007 | val_loss: 0.0313032 | Time: 2087.71 ms [2021-05-05 05:56:01 main:581] : INFO : Epoch 1767 | loss: 0.0310086 | val_loss: 0.0312731 | Time: 2044.72 ms [2021-05-05 05:56:03 main:581] : INFO : Epoch 1768 | loss: 0.0310185 | val_loss: 0.0313027 | Time: 2060 ms [2021-05-05 05:56:05 main:581] : INFO : Epoch 1769 | loss: 0.031011 | val_loss: 0.0313376 | Time: 2038.88 ms [2021-05-05 05:56:07 main:581] : INFO : Epoch 1770 | loss: 0.031013 | val_loss: 0.0313072 | Time: 2064.78 ms [2021-05-05 05:56:09 main:581] : INFO : Epoch 1771 | loss: 0.0310051 | val_loss: 0.0313142 | Time: 2053.35 ms [2021-05-05 05:56:11 main:581] : INFO : Epoch 1772 | loss: 0.0309999 | val_loss: 0.0312934 | Time: 2045.73 ms [2021-05-05 05:56:13 main:581] : INFO : Epoch 1773 | loss: 0.0310039 | val_loss: 0.0312617 | Time: 2055.38 ms [2021-05-05 05:56:15 main:581] : INFO : Epoch 1774 | loss: 0.0310049 | val_loss: 0.0312656 | Time: 1943.28 ms [2021-05-05 05:56:17 main:581] : INFO : Epoch 1775 | loss: 0.031002 | val_loss: 0.0312979 | Time: 1848.51 ms [2021-05-05 05:56:19 main:581] : INFO : Epoch 1776 | loss: 0.0310002 | val_loss: 0.0313085 | Time: 2012.29 ms [2021-05-05 05:56:21 main:581] : INFO : Epoch 1777 | loss: 0.0310057 | val_loss: 0.031268 | Time: 1821.66 ms [2021-05-05 05:56:23 main:581] : INFO : Epoch 1778 | loss: 0.0310211 | val_loss: 0.0312811 | Time: 1979.63 ms [2021-05-05 05:56:25 main:581] : INFO : Epoch 1779 | loss: 0.0310111 | val_loss: 0.0312867 | Time: 2032.11 ms [2021-05-05 05:56:27 main:581] : INFO : Epoch 1780 | loss: 0.0310052 | val_loss: 0.0313321 | Time: 2119.2 ms [2021-05-05 05:56:29 main:581] : INFO : Epoch 1781 | loss: 0.031009 | val_loss: 0.0313049 | Time: 2089.14 ms [2021-05-05 05:56:31 main:581] : INFO : Epoch 1782 | loss: 0.0310072 | val_loss: 0.0313336 | Time: 2011.23 ms [2021-05-05 05:56:33 main:581] : INFO : Epoch 1783 | loss: 0.0310011 | val_loss: 0.031317 | Time: 2046.49 ms [2021-05-05 05:56:35 main:581] : INFO : Epoch 1784 | loss: 0.0310087 | val_loss: 0.0313089 | Time: 2021.63 ms [2021-05-05 05:56:37 main:581] : INFO : Epoch 1785 | loss: 0.0310018 | val_loss: 0.0312888 | Time: 2013.65 ms [2021-05-05 05:56:39 main:581] : INFO : Epoch 1786 | loss: 0.0310004 | val_loss: 0.0313155 | Time: 2058.03 ms [2021-05-05 05:56:41 main:581] : INFO : Epoch 1787 | loss: 0.031004 | val_loss: 0.0312927 | Time: 2091.97 ms [2021-05-05 05:56:43 main:581] : INFO : Epoch 1788 | loss: 0.031016 | val_loss: 0.0312843 | Time: 2022.56 ms [2021-05-05 05:56:46 main:581] : INFO : Epoch 1789 | loss: 0.0310122 | val_loss: 0.0312795 | Time: 2340.93 ms [2021-05-05 05:56:48 main:581] : INFO : Epoch 1790 | loss: 0.0310037 | val_loss: 0.0313222 | Time: 2110.65 ms [2021-05-05 05:56:50 main:581] : INFO : Epoch 1791 | loss: 0.0310002 | val_loss: 0.0313069 | Time: 2047.37 ms [2021-05-05 05:56:52 main:581] : INFO : Epoch 1792 | loss: 0.0310016 | val_loss: 0.0313133 | Time: 2022.95 ms [2021-05-05 05:56:54 main:581] : INFO : Epoch 1793 | loss: 0.0309964 | val_loss: 0.0312943 | Time: 2043.09 ms [2021-05-05 05:56:56 main:581] : INFO : Epoch 1794 | loss: 0.0310042 | val_loss: 0.0313075 | Time: 2157.01 ms [2021-05-05 05:56:58 main:581] : INFO : Epoch 1795 | loss: 0.031002 | val_loss: 0.0313424 | Time: 1966.99 ms [2021-05-05 05:57:00 main:581] : INFO : Epoch 1796 | loss: 0.0310133 | val_loss: 0.0312993 | Time: 1937.1 ms [2021-05-05 05:57:02 main:581] : INFO : Epoch 1797 | loss: 0.0310186 | val_loss: 0.0313099 | Time: 2008.66 ms [2021-05-05 05:57:04 main:581] : INFO : Epoch 1798 | loss: 0.0310069 | val_loss: 0.0312945 | Time: 2088.13 ms [2021-05-05 05:57:06 main:581] : INFO : Epoch 1799 | loss: 0.0310073 | val_loss: 0.0313013 | Time: 1986.9 ms [2021-05-05 05:57:08 main:581] : INFO : Epoch 1800 | loss: 0.0309967 | val_loss: 0.0313174 | Time: 2075.83 ms [2021-05-05 05:57:10 main:581] : INFO : Epoch 1801 | loss: 0.0310037 | val_loss: 0.03126 | Time: 2017.45 ms [2021-05-05 05:57:12 main:581] : INFO : Epoch 1802 | loss: 0.0310108 | val_loss: 0.0312748 | Time: 2032.85 ms [2021-05-05 05:57:14 main:581] : INFO : Epoch 1803 | loss: 0.0309974 | val_loss: 0.031285 | Time: 2033.62 ms [2021-05-05 05:57:16 main:581] : INFO : Epoch 1804 | loss: 0.0310043 | val_loss: 0.0313604 | Time: 1965.38 ms [2021-05-05 05:57:18 main:581] : INFO : Epoch 1805 | loss: 0.0310066 | val_loss: 0.0313399 | Time: 1973.26 ms [2021-05-05 05:57:20 main:581] : INFO : Epoch 1806 | loss: 0.031011 | val_loss: 0.0312841 | Time: 1885.28 ms [2021-05-05 05:57:22 main:581] : INFO : Epoch 1807 | loss: 0.0309997 | val_loss: 0.0313295 | Time: 1850.74 ms [2021-05-05 05:57:24 main:581] : INFO : Epoch 1808 | loss: 0.0310019 | val_loss: 0.0313196 | Time: 1923.42 ms [2021-05-05 05:57:26 main:581] : INFO : Epoch 1809 | loss: 0.0310043 | val_loss: 0.0312985 | Time: 1967.66 ms [2021-05-05 05:57:28 main:581] : INFO : Epoch 1810 | loss: 0.0310055 | val_loss: 0.0312868 | Time: 2027.98 ms [2021-05-05 05:57:30 main:581] : INFO : Epoch 1811 | loss: 0.0309985 | val_loss: 0.0312989 | Time: 1947.95 ms [2021-05-05 05:57:32 main:581] : INFO : Epoch 1812 | loss: 0.0310007 | val_loss: 0.0312963 | Time: 2079.52 ms [2021-05-05 05:57:34 main:581] : INFO : Epoch 1813 | loss: 0.0310096 | val_loss: 0.0312756 | Time: 2075.67 ms [2021-05-05 05:57:36 main:581] : INFO : Epoch 1814 | loss: 0.0310075 | val_loss: 0.0312977 | Time: 2042.38 ms [2021-05-05 05:57:38 main:581] : INFO : Epoch 1815 | loss: 0.0310079 | val_loss: 0.0312919 | Time: 2048.85 ms [2021-05-05 05:57:40 main:581] : INFO : Epoch 1816 | loss: 0.0310015 | val_loss: 0.0313453 | Time: 1986.05 ms [2021-05-05 05:57:42 main:581] : INFO : Epoch 1817 | loss: 0.031003 | val_loss: 0.0313147 | Time: 1906.8 ms [2021-05-05 05:57:44 main:581] : INFO : Epoch 1818 | loss: 0.0310067 | val_loss: 0.031329 | Time: 1936.74 ms [2021-05-05 05:57:46 main:581] : INFO : Epoch 1819 | loss: 0.0310167 | val_loss: 0.0313 | Time: 2032.66 ms [2021-05-05 05:57:48 main:581] : INFO : Epoch 1820 | loss: 0.0310187 | val_loss: 0.031286 | Time: 2031.05 ms [2021-05-05 05:57:50 main:581] : INFO : Epoch 1821 | loss: 0.0310009 | val_loss: 0.0312929 | Time: 2010.44 ms [2021-05-05 05:57:52 main:581] : INFO : Epoch 1822 | loss: 0.0310136 | val_loss: 0.0312632 | Time: 2044.88 ms [2021-05-05 05:57:54 main:581] : INFO : Epoch 1823 | loss: 0.0310101 | val_loss: 0.0313025 | Time: 2056.51 ms [2021-05-05 05:57:56 main:581] : INFO : Epoch 1824 | loss: 0.0310031 | val_loss: 0.0313211 | Time: 1903.03 ms [2021-05-05 05:57:58 main:581] : INFO : Epoch 1825 | loss: 0.0310027 | val_loss: 0.0312975 | Time: 1977.33 ms [2021-05-05 05:58:00 main:581] : INFO : Epoch 1826 | loss: 0.0310048 | val_loss: 0.0312844 | Time: 1933.98 ms [2021-05-05 05:58:02 main:581] : INFO : Epoch 1827 | loss: 0.0310086 | val_loss: 0.0312817 | Time: 1982 ms [2021-05-05 05:58:04 main:581] : INFO : Epoch 1828 | loss: 0.031009 | val_loss: 0.0312821 | Time: 2017.7 ms [2021-05-05 05:58:06 main:581] : INFO : Epoch 1829 | loss: 0.0310162 | val_loss: 0.0312833 | Time: 1991.47 ms [2021-05-05 05:58:08 main:581] : INFO : Epoch 1830 | loss: 0.0310058 | val_loss: 0.0313134 | Time: 2061.42 ms [2021-05-05 05:58:10 main:581] : INFO : Epoch 1831 | loss: 0.0310098 | val_loss: 0.0313014 | Time: 1987.43 ms [2021-05-05 05:58:12 main:581] : INFO : Epoch 1832 | loss: 0.0310048 | val_loss: 0.0313014 | Time: 1931.39 ms [2021-05-05 05:58:14 main:581] : INFO : Epoch 1833 | loss: 0.0310064 | val_loss: 0.031309 | Time: 2004.41 ms [2021-05-05 05:58:16 main:581] : INFO : Epoch 1834 | loss: 0.031003 | val_loss: 0.0313186 | Time: 2115.73 ms [2021-05-05 05:58:18 main:581] : INFO : Epoch 1835 | loss: 0.0310098 | val_loss: 0.031308 | Time: 1998.4 ms [2021-05-05 05:58:20 main:581] : INFO : Epoch 1836 | loss: 0.0310068 | val_loss: 0.0313438 | Time: 1971.21 ms [2021-05-05 05:58:22 main:581] : INFO : Epoch 1837 | loss: 0.0310017 | val_loss: 0.0313246 | Time: 2026.25 ms [2021-05-05 05:58:24 main:581] : INFO : Epoch 1838 | loss: 0.0310025 | val_loss: 0.0312827 | Time: 2038.84 ms [2021-05-05 05:58:26 main:581] : INFO : Epoch 1839 | loss: 0.0310048 | val_loss: 0.0312816 | Time: 1988.18 ms [2021-05-05 05:58:28 main:581] : INFO : Epoch 1840 | loss: 0.031004 | val_loss: 0.031332 | Time: 1819.19 ms [2021-05-05 05:58:30 main:581] : INFO : Epoch 1841 | loss: 0.0309963 | val_loss: 0.0312963 | Time: 1916.78 ms [2021-05-05 05:58:31 main:581] : INFO : Epoch 1842 | loss: 0.0310004 | val_loss: 0.0312705 | Time: 1935.76 ms [2021-05-05 05:58:33 main:581] : INFO : Epoch 1843 | loss: 0.0310036 | val_loss: 0.0312895 | Time: 1989.86 ms [2021-05-05 05:58:36 main:581] : INFO : Epoch 1844 | loss: 0.0310088 | val_loss: 0.0313057 | Time: 2086.65 ms [2021-05-05 05:58:38 main:581] : INFO : Epoch 1845 | loss: 0.0310054 | val_loss: 0.0313204 | Time: 2020 ms [2021-05-05 05:58:40 main:581] : INFO : Epoch 1846 | loss: 0.031001 | val_loss: 0.0313203 | Time: 2010.21 ms [2021-05-05 05:58:42 main:581] : INFO : Epoch 1847 | loss: 0.031007 | val_loss: 0.0312982 | Time: 2034.38 ms [2021-05-05 05:58:44 main:581] : INFO : Epoch 1848 | loss: 0.0310083 | val_loss: 0.0312792 | Time: 2284.43 ms [2021-05-05 05:58:46 main:581] : INFO : Epoch 1849 | loss: 0.0310076 | val_loss: 0.0312686 | Time: 2269.91 ms [2021-05-05 05:58:48 main:581] : INFO : Epoch 1850 | loss: 0.0310068 | val_loss: 0.0312867 | Time: 2076.46 ms [2021-05-05 05:58:50 main:581] : INFO : Epoch 1851 | loss: 0.0310008 | val_loss: 0.0312737 | Time: 2192.44 ms [2021-05-05 05:58:53 main:581] : INFO : Epoch 1852 | loss: 0.0310108 | val_loss: 0.0312954 | Time: 2124.77 ms [2021-05-05 05:58:55 main:581] : INFO : Epoch 1853 | loss: 0.0309988 | val_loss: 0.0313161 | Time: 2145 ms [2021-05-05 05:58:57 main:581] : INFO : Epoch 1854 | loss: 0.0310027 | val_loss: 0.0313192 | Time: 2109.7 ms [2021-05-05 05:58:59 main:581] : INFO : Epoch 1855 | loss: 0.0310038 | val_loss: 0.0313173 | Time: 2007.29 ms [2021-05-05 05:59:01 main:581] : INFO : Epoch 1856 | loss: 0.0310076 | val_loss: 0.0313381 | Time: 1993.31 ms [2021-05-05 05:59:03 main:581] : INFO : Epoch 1857 | loss: 0.0310179 | val_loss: 0.0313031 | Time: 2059.56 ms [2021-05-05 05:59:05 main:581] : INFO : Epoch 1858 | loss: 0.031003 | val_loss: 0.031285 | Time: 2142.97 ms [2021-05-05 05:59:07 main:581] : INFO : Epoch 1859 | loss: 0.0310066 | val_loss: 0.0313077 | Time: 2083.7 ms [2021-05-05 05:59:09 main:581] : INFO : Epoch 1860 | loss: 0.0310106 | val_loss: 0.0312906 | Time: 2039.82 ms [2021-05-05 05:59:11 main:581] : INFO : Epoch 1861 | loss: 0.031023 | val_loss: 0.0312524 | Time: 2037.63 ms [2021-05-05 05:59:13 main:581] : INFO : Epoch 1862 | loss: 0.0310181 | val_loss: 0.0312858 | Time: 2046.29 ms [2021-05-05 05:59:15 main:581] : INFO : Epoch 1863 | loss: 0.0310113 | val_loss: 0.0313055 | Time: 2030.3 ms [2021-05-05 05:59:17 main:581] : INFO : Epoch 1864 | loss: 0.031006 | val_loss: 0.0313098 | Time: 2040.12 ms [2021-05-05 05:59:19 main:581] : INFO : Epoch 1865 | loss: 0.0310027 | val_loss: 0.0312907 | Time: 1960.75 ms [2021-05-05 05:59:21 main:581] : INFO : Epoch 1866 | loss: 0.0310029 | val_loss: 0.0312958 | Time: 2106.91 ms [2021-05-05 05:59:23 main:581] : INFO : Epoch 1867 | loss: 0.0310221 | val_loss: 0.0312771 | Time: 2095.47 ms [2021-05-05 05:59:26 main:581] : INFO : Epoch 1868 | loss: 0.0310143 | val_loss: 0.0313098 | Time: 2056.6 ms [2021-05-05 05:59:28 main:581] : INFO : Epoch 1869 | loss: 0.0310106 | val_loss: 0.0312921 | Time: 2284.77 ms [2021-05-05 05:59:30 main:581] : INFO : Epoch 1870 | loss: 0.0310089 | val_loss: 0.0313425 | Time: 2023.12 ms [2021-05-05 05:59:32 main:581] : INFO : Epoch 1871 | loss: 0.0310295 | val_loss: 0.0312878 | Time: 2084.99 ms [2021-05-05 05:59:34 main:581] : INFO : Epoch 1872 | loss: 0.0310155 | val_loss: 0.0312937 | Time: 2192.07 ms [2021-05-05 05:59:36 main:581] : INFO : Epoch 1873 | loss: 0.0309986 | val_loss: 0.0312791 | Time: 1966.84 ms [2021-05-05 05:59:38 main:581] : INFO : Epoch 1874 | loss: 0.0310061 | val_loss: 0.0313286 | Time: 2049.72 ms [2021-05-05 05:59:40 main:581] : INFO : Epoch 1875 | loss: 0.0310154 | val_loss: 0.0313409 | Time: 2009.11 ms [2021-05-05 05:59:42 main:581] : INFO : Epoch 1876 | loss: 0.0309998 | val_loss: 0.0313001 | Time: 1995.33 ms [2021-05-05 05:59:44 main:581] : INFO : Epoch 1877 | loss: 0.0310317 | val_loss: 0.0312903 | Time: 2016.06 ms [2021-05-05 05:59:46 main:581] : INFO : Epoch 1878 | loss: 0.0310601 | val_loss: 0.0312595 | Time: 2001.35 ms [2021-05-05 05:59:48 main:581] : INFO : Epoch 1879 | loss: 0.031035 | val_loss: 0.0313122 | Time: 2028.79 ms [2021-05-05 05:59:50 main:581] : INFO : Epoch 1880 | loss: 0.0310325 | val_loss: 0.0313329 | Time: 2086.1 ms [2021-05-05 05:59:52 main:581] : INFO : Epoch 1881 | loss: 0.0310122 | val_loss: 0.0313122 | Time: 2068.65 ms [2021-05-05 05:59:54 main:581] : INFO : Epoch 1882 | loss: 0.0309974 | val_loss: 0.0312756 | Time: 1912.59 ms [2021-05-05 05:59:56 main:581] : INFO : Epoch 1883 | loss: 0.0310077 | val_loss: 0.0312849 | Time: 1936.9 ms [2021-05-05 05:59:58 main:581] : INFO : Epoch 1884 | loss: 0.0310085 | val_loss: 0.0313078 | Time: 2015.89 ms [2021-05-05 06:00:00 main:581] : INFO : Epoch 1885 | loss: 0.0310007 | val_loss: 0.0313077 | Time: 2040.15 ms [2021-05-05 06:00:02 main:581] : INFO : Epoch 1886 | loss: 0.0309988 | val_loss: 0.0313074 | Time: 1961.98 ms [2021-05-05 06:00:04 main:581] : INFO : Epoch 1887 | loss: 0.0310027 | val_loss: 0.0313211 | Time: 1974.6 ms [2021-05-05 06:00:06 main:581] : INFO : Epoch 1888 | loss: 0.0310008 | val_loss: 0.0312944 | Time: 1879.62 ms [2021-05-05 06:00:08 main:581] : INFO : Epoch 1889 | loss: 0.0310041 | val_loss: 0.0313193 | Time: 1964.56 ms [2021-05-05 06:00:10 main:581] : INFO : Epoch 1890 | loss: 0.0309997 | val_loss: 0.031299 | Time: 2012.99 ms [2021-05-05 06:00:12 main:581] : INFO : Epoch 1891 | loss: 0.0309993 | val_loss: 0.0312905 | Time: 2036.57 ms [2021-05-05 06:00:14 main:581] : INFO : Epoch 1892 | loss: 0.0310044 | val_loss: 0.0313244 | Time: 2022.92 ms [2021-05-05 06:00:16 main:581] : INFO : Epoch 1893 | loss: 0.0310093 | val_loss: 0.0313103 | Time: 2015.28 ms [2021-05-05 06:00:18 main:581] : INFO : Epoch 1894 | loss: 0.0310106 | val_loss: 0.0313244 | Time: 2017.89 ms [2021-05-05 06:00:20 main:581] : INFO : Epoch 1895 | loss: 0.030998 | val_loss: 0.0312991 | Time: 2059.1 ms [2021-05-05 06:00:22 main:581] : INFO : Epoch 1896 | loss: 0.0310002 | val_loss: 0.031333 | Time: 2079.11 ms [2021-05-05 06:00:24 main:581] : INFO : Epoch 1897 | loss: 0.0310003 | val_loss: 0.0312984 | Time: 1992.77 ms [2021-05-05 06:00:26 main:581] : INFO : Epoch 1898 | loss: 0.0310075 | val_loss: 0.0312661 | Time: 1984.79 ms [2021-05-05 06:00:28 main:581] : INFO : Epoch 1899 | loss: 0.0310139 | val_loss: 0.0313001 | Time: 1973 ms [2021-05-05 06:00:30 main:581] : INFO : Epoch 1900 | loss: 0.0310071 | val_loss: 0.0313058 | Time: 2009.78 ms [2021-05-05 06:00:32 main:581] : INFO : Epoch 1901 | loss: 0.0310036 | val_loss: 0.0313284 | Time: 2001.7 ms [2021-05-05 06:00:34 main:581] : INFO : Epoch 1902 | loss: 0.0310006 | val_loss: 0.031326 | Time: 1988.09 ms [2021-05-05 06:00:36 main:581] : INFO : Epoch 1903 | loss: 0.0309949 | val_loss: 0.0313178 | Time: 1956.55 ms [2021-05-05 06:00:38 main:581] : INFO : Epoch 1904 | loss: 0.0310014 | val_loss: 0.0312922 | Time: 2010.91 ms [2021-05-05 06:00:40 main:581] : INFO : Epoch 1905 | loss: 0.0310045 | val_loss: 0.0312868 | Time: 2129.71 ms [2021-05-05 06:00:42 main:581] : INFO : Epoch 1906 | loss: 0.03101 | val_loss: 0.031284 | Time: 2072.56 ms [2021-05-05 06:00:44 main:581] : INFO : Epoch 1907 | loss: 0.0310099 | val_loss: 0.0312766 | Time: 2001.76 ms [2021-05-05 06:00:46 main:581] : INFO : Epoch 1908 | loss: 0.0309963 | val_loss: 0.0313119 | Time: 1900.37 ms [2021-05-05 06:00:48 main:581] : INFO : Epoch 1909 | loss: 0.0309956 | val_loss: 0.031317 | Time: 2002.61 ms [2021-05-05 06:00:50 main:581] : INFO : Epoch 1910 | loss: 0.0310103 | val_loss: 0.0313145 | Time: 2094.48 ms [2021-05-05 06:00:52 main:581] : INFO : Epoch 1911 | loss: 0.0310102 | val_loss: 0.0312629 | Time: 2022.97 ms [2021-05-05 06:00:54 main:581] : INFO : Epoch 1912 | loss: 0.0310104 | val_loss: 0.0313245 | Time: 2054 ms [2021-05-05 06:00:56 main:581] : INFO : Epoch 1913 | loss: 0.0310051 | val_loss: 0.0312846 | Time: 1967.98 ms [2021-05-05 06:00:58 main:581] : INFO : Epoch 1914 | loss: 0.0310083 | val_loss: 0.031324 | Time: 1993.72 ms [2021-05-05 06:01:00 main:581] : INFO : Epoch 1915 | loss: 0.0309971 | val_loss: 0.0313135 | Time: 1995.78 ms [2021-05-05 06:01:02 main:581] : INFO : Epoch 1916 | loss: 0.0310103 | val_loss: 0.0312781 | Time: 2000.58 ms [2021-05-05 06:01:04 main:581] : INFO : Epoch 1917 | loss: 0.031023 | val_loss: 0.0313151 | Time: 2001.62 ms [2021-05-05 06:01:07 main:581] : INFO : Epoch 1918 | loss: 0.0310153 | val_loss: 0.0312996 | Time: 2076.99 ms [2021-05-05 06:01:08 main:581] : INFO : Epoch 1919 | loss: 0.0310106 | val_loss: 0.031283 | Time: 1957.3 ms [2021-05-05 06:01:10 main:581] : INFO : Epoch 1920 | loss: 0.03101 | val_loss: 0.031306 | Time: 1862.81 ms [2021-05-05 06:01:12 main:581] : INFO : Epoch 1921 | loss: 0.0310169 | val_loss: 0.0312888 | Time: 1996.54 ms [2021-05-05 06:01:14 main:581] : INFO : Epoch 1922 | loss: 0.0310069 | val_loss: 0.0312949 | Time: 2078.53 ms [2021-05-05 06:01:16 main:581] : INFO : Epoch 1923 | loss: 0.0310025 | val_loss: 0.0312973 | Time: 2027.07 ms [2021-05-05 06:01:18 main:581] : INFO : Epoch 1924 | loss: 0.0310078 | val_loss: 0.0312793 | Time: 1895.08 ms [2021-05-05 06:01:20 main:581] : INFO : Epoch 1925 | loss: 0.0310014 | val_loss: 0.031309 | Time: 1932 ms [2021-05-05 06:01:22 main:581] : INFO : Epoch 1926 | loss: 0.0310197 | val_loss: 0.0312814 | Time: 2100.07 ms [2021-05-05 06:01:24 main:581] : INFO : Epoch 1927 | loss: 0.0310075 | val_loss: 0.0312978 | Time: 2054.75 ms [2021-05-05 06:01:26 main:581] : INFO : Epoch 1928 | loss: 0.031001 | val_loss: 0.03132 | Time: 1945.81 ms [2021-05-05 06:01:28 main:581] : INFO : Epoch 1929 | loss: 0.0310043 | val_loss: 0.0312988 | Time: 1831.45 ms [2021-05-05 06:01:30 main:581] : INFO : Epoch 1930 | loss: 0.0310077 | val_loss: 0.0312619 | Time: 1937.16 ms [2021-05-05 06:01:32 main:581] : INFO : Epoch 1931 | loss: 0.0310019 | val_loss: 0.0313378 | Time: 2027.59 ms [2021-05-05 06:01:34 main:581] : INFO : Epoch 1932 | loss: 0.0309981 | val_loss: 0.0313014 | Time: 2030.16 ms [2021-05-05 06:01:36 main:581] : INFO : Epoch 1933 | loss: 0.0310085 | val_loss: 0.031295 | Time: 2039.13 ms [2021-05-05 06:01:38 main:581] : INFO : Epoch 1934 | loss: 0.0310061 | val_loss: 0.0313144 | Time: 2059.86 ms [2021-05-05 06:01:40 main:581] : INFO : Epoch 1935 | loss: 0.0310346 | val_loss: 0.0312371 | Time: 2075.12 ms [2021-05-05 06:01:42 main:581] : INFO : Epoch 1936 | loss: 0.0310813 | val_loss: 0.0312834 | Time: 1954.51 ms [2021-05-05 06:01:44 main:581] : INFO : Epoch 1937 | loss: 0.0310405 | val_loss: 0.0313077 | Time: 2023.21 ms [2021-05-05 06:01:46 main:581] : INFO : Epoch 1938 | loss: 0.0310119 | val_loss: 0.0313125 | Time: 2130.62 ms [2021-05-05 06:01:48 main:581] : INFO : Epoch 1939 | loss: 0.031002 | val_loss: 0.0312997 | Time: 1992.15 ms [2021-05-05 06:01:50 main:581] : INFO : Epoch 1940 | loss: 0.0310097 | val_loss: 0.0312964 | Time: 2007.97 ms [2021-05-05 06:01:52 main:581] : INFO : Epoch 1941 | loss: 0.0310144 | val_loss: 0.0312867 | Time: 2010.07 ms [2021-05-05 06:01:54 main:581] : INFO : Epoch 1942 | loss: 0.0310005 | val_loss: 0.0313166 | Time: 1901.97 ms [2021-05-05 06:01:56 main:581] : INFO : Epoch 1943 | loss: 0.0309984 | val_loss: 0.0313207 | Time: 1940.37 ms [2021-05-05 06:01:58 main:581] : INFO : Epoch 1944 | loss: 0.0309991 | val_loss: 0.0312767 | Time: 1952.61 ms [2021-05-05 06:02:00 main:581] : INFO : Epoch 1945 | loss: 0.0310016 | val_loss: 0.0313312 | Time: 2040.13 ms [2021-05-05 06:02:02 main:581] : INFO : Epoch 1946 | loss: 0.0310018 | val_loss: 0.031293 | Time: 1984.75 ms [2021-05-05 06:02:04 main:581] : INFO : Epoch 1947 | loss: 0.0309993 | val_loss: 0.0313231 | Time: 2010.68 ms [2021-05-05 06:02:06 main:581] : INFO : Epoch 1948 | loss: 0.0310004 | val_loss: 0.0313334 | Time: 2062.58 ms [2021-05-05 06:02:08 main:581] : INFO : Epoch 1949 | loss: 0.0310006 | val_loss: 0.0312757 | Time: 1952.2 ms [2021-05-05 06:02:10 main:581] : INFO : Epoch 1950 | loss: 0.0310104 | val_loss: 0.0312717 | Time: 2023.22 ms [2021-05-05 06:02:12 main:581] : INFO : Epoch 1951 | loss: 0.0310062 | val_loss: 0.0312619 | Time: 2018.94 ms [2021-05-05 06:02:14 main:581] : INFO : Epoch 1952 | loss: 0.0310105 | val_loss: 0.0313048 | Time: 2076.34 ms [2021-05-05 06:02:16 main:581] : INFO : Epoch 1953 | loss: 0.0310037 | val_loss: 0.031279 | Time: 1987.14 ms [2021-05-05 06:02:18 main:581] : INFO : Epoch 1954 | loss: 0.0310065 | val_loss: 0.031304 | Time: 2031.83 ms [2021-05-05 06:02:21 main:581] : INFO : Epoch 1955 | loss: 0.0310105 | val_loss: 0.0312811 | Time: 2034.59 ms [2021-05-05 06:02:23 main:581] : INFO : Epoch 1956 | loss: 0.0309975 | val_loss: 0.0313279 | Time: 2088.09 ms [2021-05-05 06:02:25 main:581] : INFO : Epoch 1957 | loss: 0.0310097 | val_loss: 0.0313105 | Time: 2063.61 ms [2021-05-05 06:02:27 main:581] : INFO : Epoch 1958 | loss: 0.0310033 | val_loss: 0.0313105 | Time: 2000.6 ms [2021-05-05 06:02:29 main:581] : INFO : Epoch 1959 | loss: 0.0309979 | val_loss: 0.0312844 | Time: 2005.21 ms [2021-05-05 06:02:31 main:581] : INFO : Epoch 1960 | loss: 0.0310003 | val_loss: 0.0313206 | Time: 2096.04 ms [2021-05-05 06:02:33 main:581] : INFO : Epoch 1961 | loss: 0.0310039 | val_loss: 0.0313088 | Time: 2052.73 ms [2021-05-05 06:02:35 main:581] : INFO : Epoch 1962 | loss: 0.0310061 | val_loss: 0.0313286 | Time: 1953.26 ms [2021-05-05 06:02:37 main:581] : INFO : Epoch 1963 | loss: 0.0309995 | val_loss: 0.0313311 | Time: 1953.18 ms [2021-05-05 06:02:39 main:581] : INFO : Epoch 1964 | loss: 0.0310024 | val_loss: 0.03131 | Time: 1982.54 ms [2021-05-05 06:02:41 main:581] : INFO : Epoch 1965 | loss: 0.0310078 | val_loss: 0.0313034 | Time: 1975.7 ms [2021-05-05 06:02:43 main:581] : INFO : Epoch 1966 | loss: 0.0310154 | val_loss: 0.0313033 | Time: 2017.96 ms [2021-05-05 06:02:45 main:581] : INFO : Epoch 1967 | loss: 0.0310011 | val_loss: 0.0313109 | Time: 1959.25 ms [2021-05-05 06:02:47 main:581] : INFO : Epoch 1968 | loss: 0.0310031 | val_loss: 0.0313268 | Time: 2051.84 ms [2021-05-05 06:02:49 main:581] : INFO : Epoch 1969 | loss: 0.0310321 | val_loss: 0.0313024 | Time: 2018.64 ms [2021-05-05 06:02:51 main:581] : INFO : Epoch 1970 | loss: 0.0310181 | val_loss: 0.0312961 | Time: 2061.17 ms [2021-05-05 06:02:53 main:581] : INFO : Epoch 1971 | loss: 0.030999 | val_loss: 0.0312798 | Time: 1957.49 ms [2021-05-05 06:02:55 main:581] : INFO : Epoch 1972 | loss: 0.0310047 | val_loss: 0.0313041 | Time: 1903.62 ms [2021-05-05 06:02:57 main:581] : INFO : Epoch 1973 | loss: 0.0310032 | val_loss: 0.03133 | Time: 2003.78 ms [2021-05-05 06:02:59 main:581] : INFO : Epoch 1974 | loss: 0.0310057 | val_loss: 0.031284 | Time: 1980.8 ms [2021-05-05 06:03:01 main:581] : INFO : Epoch 1975 | loss: 0.0310049 | val_loss: 0.0312894 | Time: 2058.68 ms [2021-05-05 06:03:03 main:581] : INFO : Epoch 1976 | loss: 0.0309993 | val_loss: 0.0313132 | Time: 2009.8 ms [2021-05-05 06:03:05 main:581] : INFO : Epoch 1977 | loss: 0.0310008 | val_loss: 0.0312917 | Time: 1997.05 ms [2021-05-05 06:03:07 main:581] : INFO : Epoch 1978 | loss: 0.0310029 | val_loss: 0.0313166 | Time: 2064.76 ms [2021-05-05 06:03:09 main:581] : INFO : Epoch 1979 | loss: 0.0310038 | val_loss: 0.0312608 | Time: 2066.08 ms [2021-05-05 06:03:11 main:581] : INFO : Epoch 1980 | loss: 0.0310054 | val_loss: 0.0313115 | Time: 2035.61 ms [2021-05-05 06:03:13 main:581] : INFO : Epoch 1981 | loss: 0.031005 | val_loss: 0.0312877 | Time: 2063.41 ms [2021-05-05 06:03:15 main:581] : INFO : Epoch 1982 | loss: 0.0310049 | val_loss: 0.0313034 | Time: 2082.99 ms [2021-05-05 06:03:17 main:581] : INFO : Epoch 1983 | loss: 0.0310071 | val_loss: 0.0312954 | Time: 2031.33 ms [2021-05-05 06:03:19 main:581] : INFO : Epoch 1984 | loss: 0.0310005 | val_loss: 0.0313089 | Time: 2054.22 ms [2021-05-05 06:03:21 main:581] : INFO : Epoch 1985 | loss: 0.0309963 | val_loss: 0.0313079 | Time: 2022.84 ms [2021-05-05 06:03:23 main:581] : INFO : Epoch 1986 | loss: 0.0309966 | val_loss: 0.0313052 | Time: 2086.59 ms [2021-05-05 06:03:25 main:581] : INFO : Epoch 1987 | loss: 0.031001 | val_loss: 0.0312926 | Time: 2039.09 ms [2021-05-05 06:03:27 main:581] : INFO : Epoch 1988 | loss: 0.0310035 | val_loss: 0.0312764 | Time: 1985.21 ms [2021-05-05 06:03:29 main:581] : INFO : Epoch 1989 | loss: 0.031015 | val_loss: 0.031263 | Time: 1983.27 ms [2021-05-05 06:03:31 main:581] : INFO : Epoch 1990 | loss: 0.0310106 | val_loss: 0.0312883 | Time: 2030.17 ms [2021-05-05 06:03:33 main:581] : INFO : Epoch 1991 | loss: 0.0310095 | val_loss: 0.031293 | Time: 1996.98 ms [2021-05-05 06:03:35 main:581] : INFO : Epoch 1992 | loss: 0.0310117 | val_loss: 0.0313065 | Time: 1947.28 ms [2021-05-05 06:03:37 main:581] : INFO : Epoch 1993 | loss: 0.0310101 | val_loss: 0.0313115 | Time: 2098.51 ms [2021-05-05 06:03:39 main:581] : INFO : Epoch 1994 | loss: 0.0309974 | val_loss: 0.0313088 | Time: 1839.6 ms [2021-05-05 06:03:41 main:581] : INFO : Epoch 1995 | loss: 0.0310196 | val_loss: 0.031304 | Time: 2093.9 ms [2021-05-05 06:03:43 main:581] : INFO : Epoch 1996 | loss: 0.0310048 | val_loss: 0.0313032 | Time: 2172.59 ms [2021-05-05 06:03:46 main:581] : INFO : Epoch 1997 | loss: 0.0310013 | val_loss: 0.0312912 | Time: 2102.07 ms [2021-05-05 06:03:48 main:581] : INFO : Epoch 1998 | loss: 0.0309984 | val_loss: 0.0312678 | Time: 2024.45 ms [2021-05-05 06:03:50 main:581] : INFO : Epoch 1999 | loss: 0.0310119 | val_loss: 0.0313052 | Time: 1991.31 ms [2021-05-05 06:03:52 main:581] : INFO : Epoch 2000 | loss: 0.0310021 | val_loss: 0.0312885 | Time: 2078.99 ms [2021-05-05 06:03:54 main:581] : INFO : Epoch 2001 | loss: 0.0310023 | val_loss: 0.0313164 | Time: 1999.02 ms [2021-05-05 06:03:56 main:581] : INFO : Epoch 2002 | loss: 0.0310027 | val_loss: 0.0313259 | Time: 1903.8 ms [2021-05-05 06:03:57 main:581] : INFO : Epoch 2003 | loss: 0.0310016 | val_loss: 0.0313532 | Time: 1978.55 ms [2021-05-05 06:04:00 main:581] : INFO : Epoch 2004 | loss: 0.031002 | val_loss: 0.0312935 | Time: 2081.36 ms [2021-05-05 06:04:01 main:581] : INFO : Epoch 2005 | loss: 0.0310008 | val_loss: 0.0313019 | Time: 1908.59 ms [2021-05-05 06:04:04 main:581] : INFO : Epoch 2006 | loss: 0.0309997 | val_loss: 0.0313255 | Time: 2261.08 ms [2021-05-05 06:04:06 main:581] : INFO : Epoch 2007 | loss: 0.0310054 | val_loss: 0.0312776 | Time: 2112.01 ms [2021-05-05 06:04:08 main:581] : INFO : Epoch 2008 | loss: 0.0310157 | val_loss: 0.0313007 | Time: 2009.49 ms [2021-05-05 06:04:10 main:581] : INFO : Epoch 2009 | loss: 0.0310009 | val_loss: 0.0313063 | Time: 1960.57 ms [2021-05-05 06:04:12 main:581] : INFO : Epoch 2010 | loss: 0.0310012 | val_loss: 0.0313009 | Time: 2038.98 ms [2021-05-05 06:04:14 main:581] : INFO : Epoch 2011 | loss: 0.0310078 | val_loss: 0.0312983 | Time: 2028.33 ms [2021-05-05 06:04:16 main:581] : INFO : Epoch 2012 | loss: 0.0310042 | val_loss: 0.0312519 | Time: 2022.03 ms [2021-05-05 06:04:18 main:581] : INFO : Epoch 2013 | loss: 0.0310099 | val_loss: 0.0312886 | Time: 1927.07 ms [2021-05-05 06:04:20 main:581] : INFO : Epoch 2014 | loss: 0.0310053 | val_loss: 0.0312882 | Time: 2033.58 ms [2021-05-05 06:04:22 main:581] : INFO : Epoch 2015 | loss: 0.0310029 | val_loss: 0.0313057 | Time: 2046.89 ms [2021-05-05 06:04:24 main:581] : INFO : Epoch 2016 | loss: 0.0310022 | val_loss: 0.0313125 | Time: 1849.59 ms [2021-05-05 06:04:26 main:581] : INFO : Epoch 2017 | loss: 0.0310045 | val_loss: 0.0313101 | Time: 1864.78 ms [2021-05-05 06:04:28 main:581] : INFO : Epoch 2018 | loss: 0.0310091 | val_loss: 0.0312963 | Time: 1998.13 ms [2021-05-05 06:04:30 main:581] : INFO : Epoch 2019 | loss: 0.0310017 | val_loss: 0.0313029 | Time: 2026.29 ms [2021-05-05 06:04:32 main:581] : INFO : Epoch 2020 | loss: 0.0310206 | val_loss: 0.0312791 | Time: 2009.78 ms [2021-05-05 06:04:34 main:581] : INFO : Epoch 2021 | loss: 0.0310154 | val_loss: 0.0312884 | Time: 1958.69 ms [2021-05-05 06:04:36 main:581] : INFO : Epoch 2022 | loss: 0.0310109 | val_loss: 0.0313024 | Time: 2012.61 ms [2021-05-05 06:04:38 main:581] : INFO : Epoch 2023 | loss: 0.0309975 | val_loss: 0.0312818 | Time: 2008.31 ms [2021-05-05 06:04:40 main:581] : INFO : Epoch 2024 | loss: 0.0310005 | val_loss: 0.0313267 | Time: 2011.37 ms [2021-05-05 06:04:42 main:581] : INFO : Epoch 2025 | loss: 0.0309983 | val_loss: 0.0313017 | Time: 1940.2 ms [2021-05-05 06:04:44 main:581] : INFO : Epoch 2026 | loss: 0.0309961 | val_loss: 0.0313083 | Time: 1933.39 ms [2021-05-05 06:04:46 main:581] : INFO : Epoch 2027 | loss: 0.0309972 | val_loss: 0.0313148 | Time: 1994.09 ms [2021-05-05 06:04:47 main:581] : INFO : Epoch 2028 | loss: 0.031008 | val_loss: 0.0312932 | Time: 1962.05 ms [2021-05-05 06:04:49 main:581] : INFO : Epoch 2029 | loss: 0.0310087 | val_loss: 0.0312768 | Time: 1882.38 ms [2021-05-05 06:04:51 main:581] : INFO : Epoch 2030 | loss: 0.0310109 | val_loss: 0.0312789 | Time: 1979.77 ms [2021-05-05 06:04:53 main:581] : INFO : Epoch 2031 | loss: 0.0310375 | val_loss: 0.0312694 | Time: 2037.14 ms [2021-05-05 06:04:55 main:581] : INFO : Epoch 2032 | loss: 0.0310329 | val_loss: 0.0313932 | Time: 2035.6 ms [2021-05-05 06:04:57 main:581] : INFO : Epoch 2033 | loss: 0.0330194 | val_loss: 0.033431 | Time: 1928.07 ms [2021-05-05 06:04:59 main:581] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1988.06 ms [2021-05-05 06:05:01 main:581] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1979.42 ms [2021-05-05 06:05:03 main:581] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2019.55 ms [2021-05-05 06:05:05 main:581] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1947.69 ms [2021-05-05 06:05:07 main:581] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2029.91 ms [2021-05-05 06:05:09 main:581] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2055.82 ms [2021-05-05 06:05:11 main:581] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1968.45 ms [2021-05-05 06:05:13 main:581] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2018.1 ms [2021-05-05 06:05:15 main:581] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1968.31 ms [2021-05-05 06:05:17 main:581] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2045.67 ms [2021-05-05 06:05:19 main:581] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2049.68 ms [2021-05-05 06:05:21 main:581] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2027.36 ms [2021-05-05 06:05:23 main:581] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1932.9 ms [2021-05-05 06:05:25 main:581] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1795.07 ms [2021-05-05 06:05:27 main:581] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2002.35 ms [2021-05-05 06:05:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-05-05 06:05:27 main:610] : INFO : Saving end state to config to file [2021-05-05 06:05:27 main:615] : INFO : Success, exiting.. 06:05:27 (4112544): 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)