Task 5133572
| Name | ParityMachine-1619579168-20081-0_1 |
| Workunit | 3061738 |
| Created | 2 May 2021, 22:32:54 UTC |
| Sent | 2 May 2021, 23:31:32 UTC |
| Report deadline | 10 May 2021, 23:31:32 UTC |
| Received | 3 May 2021, 1:47:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 28 sec |
| CPU time | 1 hours 8 min 23 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> main:581] : INFO : Epoch 1538 | loss: 0.0311065 | val_loss: 0.0311816 | Time: 1868.89 ms [2021-05-02 20:30:24 main:581] : INFO : Epoch 1539 | loss: 0.0311045 | val_loss: 0.0311931 | Time: 2041.65 ms [2021-05-02 20:30:26 main:581] : INFO : Epoch 1540 | loss: 0.0311088 | val_loss: 0.0311797 | Time: 2011.25 ms [2021-05-02 20:30:28 main:581] : INFO : Epoch 1541 | loss: 0.0311052 | val_loss: 0.0311913 | Time: 2001.37 ms [2021-05-02 20:30:30 main:581] : INFO : Epoch 1542 | loss: 0.031105 | val_loss: 0.0311848 | Time: 2008.52 ms [2021-05-02 20:30:32 main:581] : INFO : Epoch 1543 | loss: 0.0311043 | val_loss: 0.0311814 | Time: 1978.68 ms [2021-05-02 20:30:34 main:581] : INFO : Epoch 1544 | loss: 0.0311206 | val_loss: 0.0311731 | Time: 1908.25 ms [2021-05-02 20:30:36 main:581] : INFO : Epoch 1545 | loss: 0.0311198 | val_loss: 0.0311719 | Time: 1992.48 ms [2021-05-02 20:30:38 main:581] : INFO : Epoch 1546 | loss: 0.0311174 | val_loss: 0.0311749 | Time: 1948.99 ms [2021-05-02 20:30:39 main:581] : INFO : Epoch 1547 | loss: 0.0311123 | val_loss: 0.0311882 | Time: 1899.67 ms [2021-05-02 20:30:41 main:581] : INFO : Epoch 1548 | loss: 0.0311013 | val_loss: 0.0311857 | Time: 1963.67 ms [2021-05-02 20:30:43 main:581] : INFO : Epoch 1549 | loss: 0.031098 | val_loss: 0.0311934 | Time: 1932.49 ms [2021-05-02 20:30:45 main:581] : INFO : Epoch 1550 | loss: 0.0311037 | val_loss: 0.0311834 | Time: 1965.85 ms [2021-05-02 20:30:47 main:581] : INFO : Epoch 1551 | loss: 0.0311046 | val_loss: 0.0311983 | Time: 1959.63 ms [2021-05-02 20:30:49 main:581] : INFO : Epoch 1552 | loss: 0.0311009 | val_loss: 0.0311823 | Time: 1989.54 ms [2021-05-02 20:30:51 main:581] : INFO : Epoch 1553 | loss: 0.0311056 | val_loss: 0.0311817 | Time: 1898.99 ms [2021-05-02 20:30:53 main:581] : INFO : Epoch 1554 | loss: 0.0311137 | val_loss: 0.0311801 | Time: 1958.66 ms [2021-05-02 20:30:55 main:581] : INFO : Epoch 1555 | loss: 0.0311039 | val_loss: 0.0311837 | Time: 2025.91 ms [2021-05-02 20:30:57 main:581] : INFO : Epoch 1556 | loss: 0.0311005 | val_loss: 0.0311774 | Time: 2032.16 ms [2021-05-02 20:30:59 main:581] : INFO : Epoch 1557 | loss: 0.0310976 | val_loss: 0.0311834 | Time: 2003.42 ms [2021-05-02 20:31:01 main:581] : INFO : Epoch 1558 | loss: 0.0311098 | val_loss: 0.0311994 | Time: 2019.99 ms [2021-05-02 20:31:03 main:581] : INFO : Epoch 1559 | loss: 0.0311075 | val_loss: 0.0311763 | Time: 2016.29 ms [2021-05-02 20:31:05 main:581] : INFO : Epoch 1560 | loss: 0.0311023 | val_loss: 0.0311835 | Time: 2005.22 ms [2021-05-02 20:31:07 main:581] : INFO : Epoch 1561 | loss: 0.0310995 | val_loss: 0.031193 | Time: 2011.99 ms [2021-05-02 20:31:09 main:581] : INFO : Epoch 1562 | loss: 0.0310991 | val_loss: 0.0311882 | Time: 1946.74 ms [2021-05-02 20:31:11 main:581] : INFO : Epoch 1563 | loss: 0.0311004 | val_loss: 0.0311815 | Time: 2035.42 ms [2021-05-02 20:31:13 main:581] : INFO : Epoch 1564 | loss: 0.031106 | val_loss: 0.0311984 | Time: 1995.4 ms [2021-05-02 20:31:15 main:581] : INFO : Epoch 1565 | loss: 0.0311033 | val_loss: 0.0311803 | Time: 2029.91 ms [2021-05-02 20:31:17 main:581] : INFO : Epoch 1566 | loss: 0.031172 | val_loss: 0.0311727 | Time: 2040.99 ms [2021-05-02 20:31:19 main:581] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311668 | Time: 2058.98 ms [2021-05-02 20:31:21 main:581] : INFO : Epoch 1568 | loss: 0.0311611 | val_loss: 0.0311618 | Time: 1978.5 ms [2021-05-02 20:31:23 main:581] : INFO : Epoch 1569 | loss: 0.0311572 | val_loss: 0.0311645 | Time: 1947.66 ms [2021-05-02 20:31:25 main:581] : INFO : Epoch 1570 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 1972.89 ms [2021-05-02 20:31:27 main:581] : INFO : Epoch 1571 | loss: 0.0311545 | val_loss: 0.0311686 | Time: 2006.49 ms [2021-05-02 20:31:29 main:581] : INFO : Epoch 1572 | loss: 0.0311545 | val_loss: 0.0311651 | Time: 1960.04 ms [2021-05-02 20:31:31 main:581] : INFO : Epoch 1573 | loss: 0.0311532 | val_loss: 0.0311609 | Time: 2072.24 ms [2021-05-02 20:31:33 main:581] : INFO : Epoch 1574 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 1978.46 ms [2021-05-02 20:31:35 main:581] : INFO : Epoch 1575 | loss: 0.0311447 | val_loss: 0.0311593 | Time: 1945.01 ms [2021-05-02 20:31:37 main:581] : INFO : Epoch 1576 | loss: 0.0311434 | val_loss: 0.0311592 | Time: 2013.96 ms [2021-05-02 20:31:39 main:581] : INFO : Epoch 1577 | loss: 0.0311426 | val_loss: 0.0311591 | Time: 1989.24 ms [2021-05-02 20:31:41 main:581] : INFO : Epoch 1578 | loss: 0.0311403 | val_loss: 0.0311632 | Time: 2021.17 ms [2021-05-02 20:31:43 main:581] : INFO : Epoch 1579 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 2002.44 ms [2021-05-02 20:31:45 main:581] : INFO : Epoch 1580 | loss: 0.0311405 | val_loss: 0.0311612 | Time: 1991.04 ms [2021-05-02 20:31:47 main:581] : INFO : Epoch 1581 | loss: 0.0311386 | val_loss: 0.0311608 | Time: 2017.41 ms [2021-05-02 20:31:49 main:581] : INFO : Epoch 1582 | loss: 0.0311371 | val_loss: 0.0311612 | Time: 1977.57 ms [2021-05-02 20:31:51 main:581] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 2059.7 ms [2021-05-02 20:31:53 main:581] : INFO : Epoch 1584 | loss: 0.0311434 | val_loss: 0.031165 | Time: 2055.38 ms [2021-05-02 20:31:55 main:581] : INFO : Epoch 1585 | loss: 0.031139 | val_loss: 0.0311634 | Time: 2032.97 ms [2021-05-02 20:31:57 main:581] : INFO : Epoch 1586 | loss: 0.0311377 | val_loss: 0.0311632 | Time: 2006.1 ms [2021-05-02 20:31:59 main:581] : INFO : Epoch 1587 | loss: 0.0311445 | val_loss: 0.0311619 | Time: 1973.64 ms [2021-05-02 20:32:01 main:581] : INFO : Epoch 1588 | loss: 0.0311401 | val_loss: 0.0311631 | Time: 2021.71 ms [2021-05-02 20:32:03 main:581] : INFO : Epoch 1589 | loss: 0.0311393 | val_loss: 0.0311651 | Time: 1902.96 ms [2021-05-02 20:32:05 main:581] : INFO : Epoch 1590 | loss: 0.0311402 | val_loss: 0.031167 | Time: 2013.84 ms [2021-05-02 20:32:07 main:581] : INFO : Epoch 1591 | loss: 0.0311378 | val_loss: 0.031166 | Time: 1998.38 ms [2021-05-02 20:32:09 main:581] : INFO : Epoch 1592 | loss: 0.0311334 | val_loss: 0.0311688 | Time: 1962.83 ms [2021-05-02 20:32:11 main:581] : INFO : Epoch 1593 | loss: 0.0311358 | val_loss: 0.0311628 | Time: 2016.12 ms [2021-05-02 20:32:13 main:581] : INFO : Epoch 1594 | loss: 0.0311379 | val_loss: 0.031164 | Time: 2029.56 ms [2021-05-02 20:32:15 main:581] : INFO : Epoch 1595 | loss: 0.0311336 | val_loss: 0.0311652 | Time: 1951.01 ms [2021-05-02 20:32:17 main:581] : INFO : Epoch 1596 | loss: 0.0311388 | val_loss: 0.031181 | Time: 2034.17 ms [2021-05-02 20:32:19 main:581] : INFO : Epoch 1597 | loss: 0.031138 | val_loss: 0.0311641 | Time: 2033.56 ms [2021-05-02 20:32:21 main:581] : INFO : Epoch 1598 | loss: 0.0311322 | val_loss: 0.0311613 | Time: 2011.45 ms [2021-05-02 20:32:23 main:581] : INFO : Epoch 1599 | loss: 0.03113 | val_loss: 0.0311754 | Time: 1928.44 ms [2021-05-02 20:32:25 main:581] : INFO : Epoch 1600 | loss: 0.0311303 | val_loss: 0.0311755 | Time: 2024.56 ms [2021-05-02 20:32:27 main:581] : INFO : Epoch 1601 | loss: 0.0311278 | val_loss: 0.0311692 | Time: 1888.96 ms [2021-05-02 20:32:29 main:581] : INFO : Epoch 1602 | loss: 0.0311282 | val_loss: 0.0311727 | Time: 1987.55 ms [2021-05-02 20:32:31 main:581] : INFO : Epoch 1603 | loss: 0.0311313 | val_loss: 0.0311711 | Time: 2043.49 ms [2021-05-02 20:32:33 main:581] : INFO : Epoch 1604 | loss: 0.0311265 | val_loss: 0.0311674 | Time: 2023.23 ms [2021-05-02 20:32:35 main:581] : INFO : Epoch 1605 | loss: 0.0311254 | val_loss: 0.0311704 | Time: 1949.88 ms [2021-05-02 20:32:37 main:581] : INFO : Epoch 1606 | loss: 0.0311252 | val_loss: 0.0311704 | Time: 1956.23 ms [2021-05-02 20:32:39 main:581] : INFO : Epoch 1607 | loss: 0.0311353 | val_loss: 0.0311672 | Time: 2001.25 ms [2021-05-02 20:32:41 main:581] : INFO : Epoch 1608 | loss: 0.0311311 | val_loss: 0.0311704 | Time: 2036.85 ms [2021-05-02 20:32:43 main:581] : INFO : Epoch 1609 | loss: 0.0311278 | val_loss: 0.0311741 | Time: 1992.47 ms [2021-05-02 20:32:45 main:581] : INFO : Epoch 1610 | loss: 0.0311348 | val_loss: 0.0311716 | Time: 1986.82 ms [2021-05-02 20:32:47 main:581] : INFO : Epoch 1611 | loss: 0.0311292 | val_loss: 0.0311745 | Time: 1989.94 ms [2021-05-02 20:32:49 main:581] : INFO : Epoch 1612 | loss: 0.0311294 | val_loss: 0.0311655 | Time: 1918.96 ms [2021-05-02 20:32:51 main:581] : INFO : Epoch 1613 | loss: 0.0311272 | val_loss: 0.0311965 | Time: 2188.57 ms [2021-05-02 20:32:53 main:581] : INFO : Epoch 1614 | loss: 0.0311403 | val_loss: 0.0311661 | Time: 1952.47 ms [2021-05-02 20:32:55 main:581] : INFO : Epoch 1615 | loss: 0.0311252 | val_loss: 0.031173 | Time: 2010.77 ms [2021-05-02 20:32:57 main:581] : INFO : Epoch 1616 | loss: 0.0311245 | val_loss: 0.0311727 | Time: 1909.64 ms [2021-05-02 20:32:59 main:581] : INFO : Epoch 1617 | loss: 0.0311237 | val_loss: 0.0311682 | Time: 2095.93 ms [2021-05-02 20:33:01 main:581] : INFO : Epoch 1618 | loss: 0.0311316 | val_loss: 0.031166 | Time: 2047.98 ms [2021-05-02 20:33:03 main:581] : INFO : Epoch 1619 | loss: 0.0311335 | val_loss: 0.0311664 | Time: 2023.37 ms [2021-05-02 20:33:06 main:581] : INFO : Epoch 1620 | loss: 0.031126 | val_loss: 0.0311849 | Time: 2201.02 ms [2021-05-02 20:33:07 main:581] : INFO : Epoch 1621 | loss: 0.0311265 | val_loss: 0.0311646 | Time: 1933.5 ms [2021-05-02 20:33:09 main:581] : INFO : Epoch 1622 | loss: 0.0311224 | val_loss: 0.0311718 | Time: 1993.99 ms [2021-05-02 20:33:11 main:581] : INFO : Epoch 1623 | loss: 0.0311232 | val_loss: 0.0311768 | Time: 1996.88 ms [2021-05-02 20:33:13 main:581] : INFO : Epoch 1624 | loss: 0.0311221 | val_loss: 0.0311711 | Time: 1966.12 ms [2021-05-02 20:33:15 main:581] : INFO : Epoch 1625 | loss: 0.0311188 | val_loss: 0.03117 | Time: 1929.31 ms [2021-05-02 20:33:17 main:581] : INFO : Epoch 1626 | loss: 0.0311219 | val_loss: 0.0311708 | Time: 1959.72 ms [2021-05-02 20:33:19 main:581] : INFO : Epoch 1627 | loss: 0.0311224 | val_loss: 0.0311696 | Time: 1954.61 ms [2021-05-02 20:33:21 main:581] : INFO : Epoch 1628 | loss: 0.0311246 | val_loss: 0.0311782 | Time: 1961.99 ms [2021-05-02 20:33:23 main:581] : INFO : Epoch 1629 | loss: 0.0311219 | val_loss: 0.0311732 | Time: 1961.17 ms [2021-05-02 20:33:25 main:581] : INFO : Epoch 1630 | loss: 0.0311243 | val_loss: 0.0311656 | Time: 1965.53 ms [2021-05-02 20:33:27 main:581] : INFO : Epoch 1631 | loss: 0.0311199 | val_loss: 0.0311708 | Time: 2023.46 ms [2021-05-02 20:33:29 main:581] : INFO : Epoch 1632 | loss: 0.0311182 | val_loss: 0.0311777 | Time: 2000.6 ms [2021-05-02 20:33:31 main:581] : INFO : Epoch 1633 | loss: 0.0311172 | val_loss: 0.0311795 | Time: 1959.55 ms [2021-05-02 20:33:33 main:581] : INFO : Epoch 1634 | loss: 0.0311199 | val_loss: 0.0311791 | Time: 2014.04 ms [2021-05-02 20:33:35 main:581] : INFO : Epoch 1635 | loss: 0.0311142 | val_loss: 0.031172 | Time: 1986.61 ms [2021-05-02 20:33:37 main:581] : INFO : Epoch 1636 | loss: 0.0311157 | val_loss: 0.0311771 | Time: 1962.34 ms [2021-05-02 20:33:39 main:581] : INFO : Epoch 1637 | loss: 0.0311182 | val_loss: 0.0311732 | Time: 2013.87 ms [2021-05-02 20:33:41 main:581] : INFO : Epoch 1638 | loss: 0.0311173 | val_loss: 0.031175 | Time: 1997.71 ms [2021-05-02 20:33:43 main:581] : INFO : Epoch 1639 | loss: 0.0311175 | val_loss: 0.0311975 | Time: 1982.55 ms [2021-05-02 20:33:45 main:581] : INFO : Epoch 1640 | loss: 0.0311234 | val_loss: 0.0311767 | Time: 2010.76 ms [2021-05-02 20:33:47 main:581] : INFO : Epoch 1641 | loss: 0.0311177 | val_loss: 0.0311783 | Time: 1953.64 ms [2021-05-02 20:33:49 main:581] : INFO : Epoch 1642 | loss: 0.0311161 | val_loss: 0.0311771 | Time: 1974.5 ms [2021-05-02 20:33:51 main:581] : INFO : Epoch 1643 | loss: 0.031121 | val_loss: 0.0311778 | Time: 2022.27 ms [2021-05-02 20:33:53 main:581] : INFO : Epoch 1644 | loss: 0.0311178 | val_loss: 0.0311793 | Time: 1999.31 ms [2021-05-02 20:33:55 main:581] : INFO : Epoch 1645 | loss: 0.0311153 | val_loss: 0.0311796 | Time: 1882.91 ms [2021-05-02 20:33:57 main:581] : INFO : Epoch 1646 | loss: 0.0311168 | val_loss: 0.0311897 | Time: 1920.04 ms [2021-05-02 20:33:59 main:581] : INFO : Epoch 1647 | loss: 0.0311295 | val_loss: 0.0311823 | Time: 2024.01 ms [2021-05-02 20:34:01 main:581] : INFO : Epoch 1648 | loss: 0.0311163 | val_loss: 0.0311802 | Time: 1950.22 ms [2021-05-02 20:34:03 main:581] : INFO : Epoch 1649 | loss: 0.0311106 | val_loss: 0.0311803 | Time: 1989.54 ms [2021-05-02 20:34:05 main:581] : INFO : Epoch 1650 | loss: 0.0311148 | val_loss: 0.0311666 | Time: 2046.05 ms [2021-05-02 20:34:07 main:581] : INFO : Epoch 1651 | loss: 0.03112 | val_loss: 0.0311935 | Time: 2014.45 ms [2021-05-02 20:34:09 main:581] : INFO : Epoch 1652 | loss: 0.0311208 | val_loss: 0.0311813 | Time: 1921.34 ms [2021-05-02 20:34:11 main:581] : INFO : Epoch 1653 | loss: 0.0311155 | val_loss: 0.0311874 | Time: 1976.61 ms [2021-05-02 20:34:13 main:581] : INFO : Epoch 1654 | loss: 0.0311139 | val_loss: 0.0311838 | Time: 1963.5 ms [2021-05-02 20:34:15 main:581] : INFO : Epoch 1655 | loss: 0.0311088 | val_loss: 0.0311762 | Time: 2025.71 ms [2021-05-02 20:34:17 main:581] : INFO : Epoch 1656 | loss: 0.0311094 | val_loss: 0.0311861 | Time: 1971.65 ms [2021-05-02 20:34:19 main:581] : INFO : Epoch 1657 | loss: 0.0311085 | val_loss: 0.0311839 | Time: 1959.67 ms [2021-05-02 20:34:21 main:581] : INFO : Epoch 1658 | loss: 0.0311091 | val_loss: 0.0311818 | Time: 2023.65 ms [2021-05-02 20:34:23 main:581] : INFO : Epoch 1659 | loss: 0.0311139 | val_loss: 0.0311769 | Time: 2009.83 ms [2021-05-02 20:34:25 main:581] : INFO : Epoch 1660 | loss: 0.0311242 | val_loss: 0.031172 | Time: 2019.09 ms [2021-05-02 20:34:27 main:581] : INFO : Epoch 1661 | loss: 0.0311288 | val_loss: 0.0311749 | Time: 1933.39 ms [2021-05-02 20:34:29 main:581] : INFO : Epoch 1662 | loss: 0.03112 | val_loss: 0.0311812 | Time: 1986.87 ms [2021-05-02 20:34:31 main:581] : INFO : Epoch 1663 | loss: 0.0311231 | val_loss: 0.0311772 | Time: 2045.26 ms [2021-05-02 20:34:33 main:581] : INFO : Epoch 1664 | loss: 0.0311166 | val_loss: 0.0311869 | Time: 1987.06 ms [2021-05-02 20:34:35 main:581] : INFO : Epoch 1665 | loss: 0.0311148 | val_loss: 0.0311759 | Time: 2054.08 ms [2021-05-02 20:34:37 main:581] : INFO : Epoch 1666 | loss: 0.0311096 | val_loss: 0.0311841 | Time: 2060.44 ms [2021-05-02 20:34:39 main:581] : INFO : Epoch 1667 | loss: 0.0311151 | val_loss: 0.0311879 | Time: 2022.69 ms [2021-05-02 20:34:41 main:581] : INFO : Epoch 1668 | loss: 0.0311098 | val_loss: 0.0311859 | Time: 2038.68 ms [2021-05-02 20:34:43 main:581] : INFO : Epoch 1669 | loss: 0.0311147 | val_loss: 0.0311758 | Time: 2043.97 ms [2021-05-02 20:34:45 main:581] : INFO : Epoch 1670 | loss: 0.0311077 | val_loss: 0.0311827 | Time: 1966.46 ms [2021-05-02 20:34:47 main:581] : INFO : Epoch 1671 | loss: 0.0311059 | val_loss: 0.0311926 | Time: 2051.97 ms [2021-05-02 20:34:49 main:581] : INFO : Epoch 1672 | loss: 0.031114 | val_loss: 0.0311812 | Time: 1970.24 ms [2021-05-02 20:34:51 main:581] : INFO : Epoch 1673 | loss: 0.0311152 | val_loss: 0.0311764 | Time: 2023.13 ms [2021-05-02 20:34:53 main:581] : INFO : Epoch 1674 | loss: 0.0311133 | val_loss: 0.0311863 | Time: 1990.05 ms [2021-05-02 20:34:55 main:581] : INFO : Epoch 1675 | loss: 0.0311118 | val_loss: 0.0311889 | Time: 2014.78 ms [2021-05-02 20:34:57 main:581] : INFO : Epoch 1676 | loss: 0.0311112 | val_loss: 0.031177 | Time: 1993.24 ms [2021-05-02 20:34:59 main:581] : INFO : Epoch 1677 | loss: 0.0311177 | val_loss: 0.0311822 | Time: 2019.36 ms [2021-05-02 20:35:01 main:581] : INFO : Epoch 1678 | loss: 0.0311119 | val_loss: 0.0311829 | Time: 1956.17 ms [2021-05-02 20:35:03 main:581] : INFO : Epoch 1679 | loss: 0.0311093 | val_loss: 0.0311808 | Time: 1968.53 ms [2021-05-02 20:35:05 main:581] : INFO : Epoch 1680 | loss: 0.0311076 | val_loss: 0.0311882 | Time: 1991.37 ms [2021-05-02 20:35:07 main:581] : INFO : Epoch 1681 | loss: 0.0311105 | val_loss: 0.0311793 | Time: 1967.81 ms [2021-05-02 20:35:09 main:581] : INFO : Epoch 1682 | loss: 0.0311106 | val_loss: 0.0312044 | Time: 2011.23 ms [2021-05-02 20:35:11 main:581] : INFO : Epoch 1683 | loss: 0.0311092 | val_loss: 0.0311823 | Time: 1989.85 ms [2021-05-02 20:35:13 main:581] : INFO : Epoch 1684 | loss: 0.031113 | val_loss: 0.0311966 | Time: 1966.45 ms [2021-05-02 20:35:15 main:581] : INFO : Epoch 1685 | loss: 0.0311089 | val_loss: 0.0311874 | Time: 1937.24 ms [2021-05-02 20:35:17 main:581] : INFO : Epoch 1686 | loss: 0.0311103 | val_loss: 0.0311854 | Time: 2024.26 ms [2021-05-02 20:35:19 main:581] : INFO : Epoch 1687 | loss: 0.0311062 | val_loss: 0.03119 | Time: 1941.72 ms [2021-05-02 20:35:21 main:581] : INFO : Epoch 1688 | loss: 0.0311045 | val_loss: 0.0311859 | Time: 1968.03 ms [2021-05-02 20:35:23 main:581] : INFO : Epoch 1689 | loss: 0.0311093 | val_loss: 0.0311817 | Time: 1976.63 ms [2021-05-02 20:35:25 main:581] : INFO : Epoch 1690 | loss: 0.0311088 | val_loss: 0.0311851 | Time: 1963.37 ms [2021-05-02 20:35:27 main:581] : INFO : Epoch 1691 | loss: 0.0311199 | val_loss: 0.0311806 | Time: 2026.45 ms [2021-05-02 20:35:29 main:581] : INFO : Epoch 1692 | loss: 0.0311164 | val_loss: 0.0311832 | Time: 1987.56 ms [2021-05-02 20:35:31 main:581] : INFO : Epoch 1693 | loss: 0.0311078 | val_loss: 0.0311949 | Time: 2014.27 ms [2021-05-02 20:35:33 main:581] : INFO : Epoch 1694 | loss: 0.0311198 | val_loss: 0.0311717 | Time: 2047.09 ms [2021-05-02 20:35:35 main:581] : INFO : Epoch 1695 | loss: 0.0311234 | val_loss: 0.0311872 | Time: 2058.21 ms [2021-05-02 20:35:37 main:581] : INFO : Epoch 1696 | loss: 0.031125 | val_loss: 0.031175 | Time: 2107.72 ms [2021-05-02 20:35:39 main:581] : INFO : Epoch 1697 | loss: 0.0311157 | val_loss: 0.0311793 | Time: 2007.19 ms [2021-05-02 20:35:41 main:581] : INFO : Epoch 1698 | loss: 0.0311105 | val_loss: 0.0311804 | Time: 1995.91 ms [2021-05-02 20:35:43 main:581] : INFO : Epoch 1699 | loss: 0.0311052 | val_loss: 0.0311809 | Time: 1966.54 ms [2021-05-02 20:35:45 main:581] : INFO : Epoch 1700 | loss: 0.0311062 | val_loss: 0.0311872 | Time: 2022.47 ms [2021-05-02 20:35:47 main:581] : INFO : Epoch 1701 | loss: 0.031106 | val_loss: 0.0311955 | Time: 1952.47 ms [2021-05-02 20:35:49 main:581] : INFO : Epoch 1702 | loss: 0.0311058 | val_loss: 0.0311768 | Time: 1979.13 ms [2021-05-02 20:35:51 main:581] : INFO : Epoch 1703 | loss: 0.0311187 | val_loss: 0.031185 | Time: 2125.2 ms [2021-05-02 20:35:53 main:581] : INFO : Epoch 1704 | loss: 0.0311148 | val_loss: 0.031177 | Time: 1972.4 ms [2021-05-02 20:35:55 main:581] : INFO : Epoch 1705 | loss: 0.0311095 | val_loss: 0.0311853 | Time: 2061.6 ms [2021-05-02 20:35:57 main:581] : INFO : Epoch 1706 | loss: 0.0311061 | val_loss: 0.0311847 | Time: 2053.71 ms [2021-05-02 20:35:59 main:581] : INFO : Epoch 1707 | loss: 0.0311038 | val_loss: 0.0311877 | Time: 2030.61 ms [2021-05-02 20:36:01 main:581] : INFO : Epoch 1708 | loss: 0.0311052 | val_loss: 0.0311884 | Time: 2124.77 ms [2021-05-02 20:36:03 main:581] : INFO : Epoch 1709 | loss: 0.0311066 | val_loss: 0.0311752 | Time: 1960.17 ms [2021-05-02 20:36:05 main:581] : INFO : Epoch 1710 | loss: 0.0311088 | val_loss: 0.0311977 | Time: 2014.2 ms [2021-05-02 20:36:07 main:581] : INFO : Epoch 1711 | loss: 0.0311052 | val_loss: 0.0311928 | Time: 1967.27 ms [2021-05-02 20:36:09 main:581] : INFO : Epoch 1712 | loss: 0.0311017 | val_loss: 0.0311911 | Time: 2029.73 ms [2021-05-02 20:36:11 main:581] : INFO : Epoch 1713 | loss: 0.0310975 | val_loss: 0.0311911 | Time: 2000.49 ms [2021-05-02 20:36:13 main:581] : INFO : Epoch 1714 | loss: 0.0310975 | val_loss: 0.0311945 | Time: 1926.43 ms [2021-05-02 20:36:15 main:581] : INFO : Epoch 1715 | loss: 0.0311001 | val_loss: 0.0312021 | Time: 2027.69 ms [2021-05-02 20:36:17 main:581] : INFO : Epoch 1716 | loss: 0.0311013 | val_loss: 0.0311751 | Time: 1993.76 ms [2021-05-02 20:36:19 main:581] : INFO : Epoch 1717 | loss: 0.0311061 | val_loss: 0.0311849 | Time: 2016.04 ms [2021-05-02 20:36:21 main:581] : INFO : Epoch 1718 | loss: 0.0311039 | val_loss: 0.031189 | Time: 2047.84 ms [2021-05-02 20:36:23 main:581] : INFO : Epoch 1719 | loss: 0.0311177 | val_loss: 0.0311787 | Time: 2062.62 ms [2021-05-02 20:36:25 main:581] : INFO : Epoch 1720 | loss: 0.0311402 | val_loss: 0.0311685 | Time: 1962.94 ms [2021-05-02 20:36:27 main:581] : INFO : Epoch 1721 | loss: 0.0311344 | val_loss: 0.0311672 | Time: 1985.68 ms [2021-05-02 20:36:29 main:581] : INFO : Epoch 1722 | loss: 0.0311305 | val_loss: 0.0311729 | Time: 1916.7 ms [2021-05-02 20:36:31 main:581] : INFO : Epoch 1723 | loss: 0.0311271 | val_loss: 0.0311678 | Time: 2046.21 ms [2021-05-02 20:36:33 main:581] : INFO : Epoch 1724 | loss: 0.0311212 | val_loss: 0.0311761 | Time: 1883.96 ms [2021-05-02 20:36:35 main:581] : INFO : Epoch 1725 | loss: 0.0311186 | val_loss: 0.0311779 | Time: 2010.21 ms [2021-05-02 20:36:37 main:581] : INFO : Epoch 1726 | loss: 0.0311198 | val_loss: 0.031176 | Time: 2020.87 ms [2021-05-02 20:36:39 main:581] : INFO : Epoch 1727 | loss: 0.0311194 | val_loss: 0.0311809 | Time: 2001.35 ms [2021-05-02 20:36:41 main:581] : INFO : Epoch 1728 | loss: 0.0311166 | val_loss: 0.0311828 | Time: 1987.75 ms [2021-05-02 20:36:43 main:581] : INFO : Epoch 1729 | loss: 0.0311109 | val_loss: 0.031172 | Time: 1956.31 ms [2021-05-02 20:36:45 main:581] : INFO : Epoch 1730 | loss: 0.0311109 | val_loss: 0.031184 | Time: 1934.27 ms [2021-05-02 20:36:47 main:581] : INFO : Epoch 1731 | loss: 0.031108 | val_loss: 0.0311837 | Time: 2032.47 ms [2021-05-02 20:36:49 main:581] : INFO : Epoch 1732 | loss: 0.0311068 | val_loss: 0.0311813 | Time: 1977.17 ms [2021-05-02 20:36:51 main:581] : INFO : Epoch 1733 | loss: 0.0311098 | val_loss: 0.0311859 | Time: 1977.62 ms [2021-05-02 20:36:53 main:581] : INFO : Epoch 1734 | loss: 0.0311045 | val_loss: 0.0311933 | Time: 1962.31 ms [2021-05-02 20:36:55 main:581] : INFO : Epoch 1735 | loss: 0.031104 | val_loss: 0.0311838 | Time: 2027.42 ms [2021-05-02 20:36:57 main:581] : INFO : Epoch 1736 | loss: 0.0311039 | val_loss: 0.0311972 | Time: 2021.51 ms [2021-05-02 20:36:59 main:581] : INFO : Epoch 1737 | loss: 0.0311005 | val_loss: 0.0311915 | Time: 1943.44 ms [2021-05-02 20:37:01 main:581] : INFO : Epoch 1738 | loss: 0.0311038 | val_loss: 0.0311905 | Time: 1961.47 ms [2021-05-02 20:37:03 main:581] : INFO : Epoch 1739 | loss: 0.031102 | val_loss: 0.0311898 | Time: 1997.89 ms [2021-05-02 20:37:05 main:581] : INFO : Epoch 1740 | loss: 0.0311117 | val_loss: 0.0311843 | Time: 2003.63 ms [2021-05-02 20:37:07 main:581] : INFO : Epoch 1741 | loss: 0.0311111 | val_loss: 0.031203 | Time: 2012.41 ms [2021-05-02 20:37:09 main:581] : INFO : Epoch 1742 | loss: 0.0311164 | val_loss: 0.0311829 | Time: 2056.87 ms [2021-05-02 20:37:11 main:581] : INFO : Epoch 1743 | loss: 0.0311056 | val_loss: 0.0311863 | Time: 2043.19 ms [2021-05-02 20:37:13 main:581] : INFO : Epoch 1744 | loss: 0.0311085 | val_loss: 0.0311908 | Time: 2045.14 ms [2021-05-02 20:37:15 main:581] : INFO : Epoch 1745 | loss: 0.0311062 | val_loss: 0.0311947 | Time: 2018.35 ms [2021-05-02 20:37:17 main:581] : INFO : Epoch 1746 | loss: 0.0311031 | val_loss: 0.031185 | Time: 2088.59 ms [2021-05-02 20:37:19 main:581] : INFO : Epoch 1747 | loss: 0.0310999 | val_loss: 0.0311928 | Time: 1983.26 ms [2021-05-02 20:37:21 main:581] : INFO : Epoch 1748 | loss: 0.0311009 | val_loss: 0.031186 | Time: 1962.77 ms [2021-05-02 20:37:23 main:581] : INFO : Epoch 1749 | loss: 0.0311001 | val_loss: 0.0311893 | Time: 1966.77 ms [2021-05-02 20:37:25 main:581] : INFO : Epoch 1750 | loss: 0.0310975 | val_loss: 0.0311939 | Time: 1946.82 ms [2021-05-02 20:37:27 main:581] : INFO : Epoch 1751 | loss: 0.0310984 | val_loss: 0.0311938 | Time: 2036.37 ms [2021-05-02 20:37:29 main:581] : INFO : Epoch 1752 | loss: 0.0310972 | val_loss: 0.0311981 | Time: 2001.31 ms [2021-05-02 20:37:31 main:581] : INFO : Epoch 1753 | loss: 0.0311029 | val_loss: 0.0311932 | Time: 2039.26 ms [2021-05-02 20:37:33 main:581] : INFO : Epoch 1754 | loss: 0.0311074 | val_loss: 0.0311966 | Time: 1990.6 ms [2021-05-02 20:37:35 main:581] : INFO : Epoch 1755 | loss: 0.0311103 | val_loss: 0.0312003 | Time: 2032.46 ms [2021-05-02 20:37:37 main:581] : INFO : Epoch 1756 | loss: 0.0311086 | val_loss: 0.0311922 | Time: 1967.5 ms [2021-05-02 20:37:39 main:581] : INFO : Epoch 1757 | loss: 0.0311015 | val_loss: 0.0312046 | Time: 1953.36 ms [2021-05-02 20:37:41 main:581] : INFO : Epoch 1758 | loss: 0.0310934 | val_loss: 0.0311992 | Time: 1962.57 ms [2021-05-02 20:37:43 main:581] : INFO : Epoch 1759 | loss: 0.0310973 | val_loss: 0.0311973 | Time: 1968.79 ms [2021-05-02 20:37:45 main:581] : INFO : Epoch 1760 | loss: 0.0311072 | val_loss: 0.0312028 | Time: 1968.93 ms [2021-05-02 20:37:47 main:581] : INFO : Epoch 1761 | loss: 0.0311013 | val_loss: 0.0312114 | Time: 1981.7 ms [2021-05-02 20:37:49 main:581] : INFO : Epoch 1762 | loss: 0.0311028 | val_loss: 0.0311925 | Time: 1974.14 ms [2021-05-02 20:37:51 main:581] : INFO : Epoch 1763 | loss: 0.0311012 | val_loss: 0.0311984 | Time: 2007.94 ms [2021-05-02 20:37:53 main:581] : INFO : Epoch 1764 | loss: 0.0311034 | val_loss: 0.0311941 | Time: 1981.26 ms [2021-05-02 20:37:55 main:581] : INFO : Epoch 1765 | loss: 0.0310963 | val_loss: 0.0312046 | Time: 2055.41 ms [2021-05-02 20:37:57 main:581] : INFO : Epoch 1766 | loss: 0.0310919 | val_loss: 0.0311973 | Time: 1992.75 ms [2021-05-02 20:37:59 main:581] : INFO : Epoch 1767 | loss: 0.0310977 | val_loss: 0.0312172 | Time: 1975.29 ms [2021-05-02 20:38:01 main:581] : INFO : Epoch 1768 | loss: 0.0310979 | val_loss: 0.031202 | Time: 1889.64 ms [2021-05-02 20:38:03 main:581] : INFO : Epoch 1769 | loss: 0.031096 | val_loss: 0.0312109 | Time: 1972.07 ms [2021-05-02 20:38:05 main:581] : INFO : Epoch 1770 | loss: 0.0311026 | val_loss: 0.0311834 | Time: 1991.02 ms [2021-05-02 20:38:07 main:581] : INFO : Epoch 1771 | loss: 0.0310981 | val_loss: 0.0312031 | Time: 1987.07 ms [2021-05-02 20:38:09 main:581] : INFO : Epoch 1772 | loss: 0.0310912 | val_loss: 0.0311995 | Time: 1980.19 ms [2021-05-02 20:38:11 main:581] : INFO : Epoch 1773 | loss: 0.0310932 | val_loss: 0.0312005 | Time: 1995.17 ms [2021-05-02 20:38:13 main:581] : INFO : Epoch 1774 | loss: 0.0310921 | val_loss: 0.0311954 | Time: 1991.25 ms [2021-05-02 20:38:15 main:581] : INFO : Epoch 1775 | loss: 0.0310938 | val_loss: 0.0312043 | Time: 1975.82 ms [2021-05-02 20:38:17 main:581] : INFO : Epoch 1776 | loss: 0.0311074 | val_loss: 0.031185 | Time: 2040.47 ms [2021-05-02 20:38:19 main:581] : INFO : Epoch 1777 | loss: 0.031102 | val_loss: 0.0312091 | Time: 1987.69 ms [2021-05-02 20:38:21 main:581] : INFO : Epoch 1778 | loss: 0.0311165 | val_loss: 0.0311874 | Time: 2039.64 ms [2021-05-02 20:38:23 main:581] : INFO : Epoch 1779 | loss: 0.031114 | val_loss: 0.0311876 | Time: 1896.6 ms [2021-05-02 20:38:24 main:581] : INFO : Epoch 1780 | loss: 0.0311115 | val_loss: 0.0311869 | Time: 1881.51 ms [2021-05-02 20:38:26 main:581] : INFO : Epoch 1781 | loss: 0.0311061 | val_loss: 0.0311887 | Time: 1936.92 ms [2021-05-02 20:38:28 main:581] : INFO : Epoch 1782 | loss: 0.0310999 | val_loss: 0.0311859 | Time: 1965.42 ms [2021-05-02 20:38:30 main:581] : INFO : Epoch 1783 | loss: 0.0311057 | val_loss: 0.0311896 | Time: 1950.74 ms [2021-05-02 20:38:32 main:581] : INFO : Epoch 1784 | loss: 0.0310959 | val_loss: 0.0311951 | Time: 1957.65 ms [2021-05-02 20:38:34 main:581] : INFO : Epoch 1785 | loss: 0.0310994 | val_loss: 0.0312006 | Time: 1982.95 ms [2021-05-02 20:38:36 main:581] : INFO : Epoch 1786 | loss: 0.0311096 | val_loss: 0.0312013 | Time: 2044.73 ms [2021-05-02 20:38:38 main:581] : INFO : Epoch 1787 | loss: 0.0310992 | val_loss: 0.031198 | Time: 2009.09 ms [2021-05-02 20:38:40 main:581] : INFO : Epoch 1788 | loss: 0.031095 | val_loss: 0.0312073 | Time: 2006.01 ms [2021-05-02 20:38:42 main:581] : INFO : Epoch 1789 | loss: 0.031093 | val_loss: 0.0312181 | Time: 2050.27 ms [2021-05-02 20:38:44 main:581] : INFO : Epoch 1790 | loss: 0.0310932 | val_loss: 0.0312059 | Time: 2042.47 ms [2021-05-02 20:38:46 main:581] : INFO : Epoch 1791 | loss: 0.0310986 | val_loss: 0.0312023 | Time: 2020.82 ms [2021-05-02 20:38:48 main:581] : INFO : Epoch 1792 | loss: 0.0311025 | val_loss: 0.0311919 | Time: 2020.72 ms [2021-05-02 20:38:50 main:581] : INFO : Epoch 1793 | loss: 0.0310988 | val_loss: 0.0312059 | Time: 1985.9 ms [2021-05-02 20:38:52 main:581] : INFO : Epoch 1794 | loss: 0.0310927 | val_loss: 0.0312017 | Time: 1976.59 ms [2021-05-02 20:38:54 main:581] : INFO : Epoch 1795 | loss: 0.0310883 | val_loss: 0.0312009 | Time: 2052.32 ms [2021-05-02 20:38:56 main:581] : INFO : Epoch 1796 | loss: 0.0310896 | val_loss: 0.0312073 | Time: 2002.11 ms [2021-05-02 20:38:58 main:581] : INFO : Epoch 1797 | loss: 0.0310895 | val_loss: 0.031201 | Time: 1969.19 ms [2021-05-02 20:39:00 main:581] : INFO : Epoch 1798 | loss: 0.0310887 | val_loss: 0.0311969 | Time: 2008.6 ms [2021-05-02 20:39:02 main:581] : INFO : Epoch 1799 | loss: 0.0310938 | val_loss: 0.0312019 | Time: 2019.28 ms [2021-05-02 20:39:04 main:581] : INFO : Epoch 1800 | loss: 0.0310912 | val_loss: 0.0312133 | Time: 2015.51 ms [2021-05-02 20:39:06 main:581] : INFO : Epoch 1801 | loss: 0.0310957 | val_loss: 0.031206 | Time: 1976.12 ms [2021-05-02 20:39:08 main:581] : INFO : Epoch 1802 | loss: 0.0310975 | val_loss: 0.0312112 | Time: 1990.64 ms [2021-05-02 20:39:10 main:581] : INFO : Epoch 1803 | loss: 0.0310829 | val_loss: 0.031208 | Time: 2026.03 ms [2021-05-02 20:39:12 main:581] : INFO : Epoch 1804 | loss: 0.0311278 | val_loss: 0.0311861 | Time: 1997.82 ms [2021-05-02 20:39:14 main:581] : INFO : Epoch 1805 | loss: 0.0311423 | val_loss: 0.0311819 | Time: 1963.48 ms [2021-05-02 20:39:16 main:581] : INFO : Epoch 1806 | loss: 0.0311321 | val_loss: 0.0311845 | Time: 2045.4 ms [2021-05-02 20:39:19 main:581] : INFO : Epoch 1807 | loss: 0.0311226 | val_loss: 0.0311781 | Time: 2088.48 ms [2021-05-02 20:39:21 main:581] : INFO : Epoch 1808 | loss: 0.0311097 | val_loss: 0.031211 | Time: 2015.76 ms [2021-05-02 20:39:23 main:581] : INFO : Epoch 1809 | loss: 0.0311044 | val_loss: 0.0311945 | Time: 2028.13 ms [2021-05-02 20:39:25 main:581] : INFO : Epoch 1810 | loss: 0.0310998 | val_loss: 0.0311881 | Time: 1969.17 ms [2021-05-02 20:39:27 main:581] : INFO : Epoch 1811 | loss: 0.031095 | val_loss: 0.0312018 | Time: 2036.74 ms [2021-05-02 20:39:29 main:581] : INFO : Epoch 1812 | loss: 0.0310956 | val_loss: 0.0311989 | Time: 1986.53 ms [2021-05-02 20:39:31 main:581] : INFO : Epoch 1813 | loss: 0.0311067 | val_loss: 0.0311998 | Time: 1994.11 ms [2021-05-02 20:39:33 main:581] : INFO : Epoch 1814 | loss: 0.0311041 | val_loss: 0.0312004 | Time: 1910.86 ms [2021-05-02 20:39:34 main:581] : INFO : Epoch 1815 | loss: 0.0310922 | val_loss: 0.0312114 | Time: 1966.18 ms [2021-05-02 20:39:36 main:581] : INFO : Epoch 1816 | loss: 0.0310875 | val_loss: 0.0312 | Time: 1853.5 ms [2021-05-02 20:39:38 main:581] : INFO : Epoch 1817 | loss: 0.0310863 | val_loss: 0.0312126 | Time: 1922.68 ms [2021-05-02 20:39:40 main:581] : INFO : Epoch 1818 | loss: 0.0310904 | val_loss: 0.0311946 | Time: 2000.29 ms [2021-05-02 20:39:42 main:581] : INFO : Epoch 1819 | loss: 0.0310842 | val_loss: 0.0312044 | Time: 1960.01 ms [2021-05-02 20:39:44 main:581] : INFO : Epoch 1820 | loss: 0.0310846 | val_loss: 0.0312085 | Time: 2066.95 ms [2021-05-02 20:39:46 main:581] : INFO : Epoch 1821 | loss: 0.0310866 | val_loss: 0.0312096 | Time: 2059.49 ms [2021-05-02 20:39:48 main:581] : INFO : Epoch 1822 | loss: 0.0310945 | val_loss: 0.0312158 | Time: 2054.26 ms [2021-05-02 20:39:50 main:581] : INFO : Epoch 1823 | loss: 0.0310933 | val_loss: 0.0311941 | Time: 2017.22 ms [2021-05-02 20:39:52 main:581] : INFO : Epoch 1824 | loss: 0.0310937 | val_loss: 0.0312021 | Time: 2054.32 ms [2021-05-02 20:39:54 main:581] : INFO : Epoch 1825 | loss: 0.0310876 | val_loss: 0.0312019 | Time: 1999.44 ms [2021-05-02 20:39:56 main:581] : INFO : Epoch 1826 | loss: 0.0310892 | val_loss: 0.031196 | Time: 1985.99 ms [2021-05-02 20:39:58 main:581] : INFO : Epoch 1827 | loss: 0.0310884 | val_loss: 0.031208 | Time: 2041.28 ms [2021-05-02 20:40:00 main:581] : INFO : Epoch 1828 | loss: 0.0310973 | val_loss: 0.0311838 | Time: 1990.4 ms [2021-05-02 20:40:02 main:581] : INFO : Epoch 1829 | loss: 0.0310999 | val_loss: 0.0311982 | Time: 1989.14 ms [2021-05-02 20:40:04 main:581] : INFO : Epoch 1830 | loss: 0.0310965 | val_loss: 0.0311924 | Time: 2026.82 ms [2021-05-02 20:40:06 main:581] : INFO : Epoch 1831 | loss: 0.0310913 | val_loss: 0.0312114 | Time: 1953.83 ms [2021-05-02 20:40:08 main:581] : INFO : Epoch 1832 | loss: 0.03109 | val_loss: 0.0312035 | Time: 1943.23 ms [2021-05-02 20:40:10 main:581] : INFO : Epoch 1833 | loss: 0.0310869 | val_loss: 0.0311983 | Time: 2031.81 ms [2021-05-02 20:40:12 main:581] : INFO : Epoch 1834 | loss: 0.0310912 | val_loss: 0.0312039 | Time: 2022.32 ms [2021-05-02 20:40:14 main:581] : INFO : Epoch 1835 | loss: 0.0310904 | val_loss: 0.031203 | Time: 1969.82 ms [2021-05-02 20:40:16 main:581] : INFO : Epoch 1836 | loss: 0.0310869 | val_loss: 0.0312064 | Time: 2033.07 ms [2021-05-02 20:40:18 main:581] : INFO : Epoch 1837 | loss: 0.031083 | val_loss: 0.0312001 | Time: 1997.66 ms [2021-05-02 20:40:20 main:581] : INFO : Epoch 1838 | loss: 0.0311003 | val_loss: 0.0311986 | Time: 2015 ms [2021-05-02 20:40:23 main:581] : INFO : Epoch 1839 | loss: 0.0311012 | val_loss: 0.0311965 | Time: 2055.42 ms [2021-05-02 20:40:25 main:581] : INFO : Epoch 1840 | loss: 0.0310976 | val_loss: 0.0311878 | Time: 2007.14 ms [2021-05-02 20:40:27 main:581] : INFO : Epoch 1841 | loss: 0.0311021 | val_loss: 0.0311905 | Time: 1984.21 ms [2021-05-02 20:40:29 main:581] : INFO : Epoch 1842 | loss: 0.0310945 | val_loss: 0.0312121 | Time: 1996.56 ms [2021-05-02 20:40:30 main:581] : INFO : Epoch 1843 | loss: 0.0310898 | val_loss: 0.0312089 | Time: 1986.32 ms [2021-05-02 20:40:33 main:581] : INFO : Epoch 1844 | loss: 0.0310914 | val_loss: 0.0312003 | Time: 2042.04 ms [2021-05-02 20:40:35 main:581] : INFO : Epoch 1845 | loss: 0.0310904 | val_loss: 0.0312105 | Time: 2013.7 ms [2021-05-02 20:40:37 main:581] : INFO : Epoch 1846 | loss: 0.0310931 | val_loss: 0.0312219 | Time: 2195.35 ms [2021-05-02 20:40:39 main:581] : INFO : Epoch 1847 | loss: 0.0310876 | val_loss: 0.031207 | Time: 2070.28 ms [2021-05-02 20:40:41 main:581] : INFO : Epoch 1848 | loss: 0.0310927 | val_loss: 0.0312023 | Time: 2081.52 ms [2021-05-02 20:40:43 main:581] : INFO : Epoch 1849 | loss: 0.0310965 | val_loss: 0.0311918 | Time: 2028.5 ms [2021-05-02 20:40:45 main:581] : INFO : Epoch 1850 | loss: 0.0310863 | val_loss: 0.0312033 | Time: 1954.13 ms [2021-05-02 20:40:47 main:581] : INFO : Epoch 1851 | loss: 0.0310839 | val_loss: 0.0312222 | Time: 1953.07 ms [2021-05-02 20:40:49 main:581] : INFO : Epoch 1852 | loss: 0.031082 | val_loss: 0.0312093 | Time: 2039.88 ms [2021-05-02 20:40:51 main:581] : INFO : Epoch 1853 | loss: 0.0310814 | val_loss: 0.031217 | Time: 2005.34 ms [2021-05-02 20:40:53 main:581] : INFO : Epoch 1854 | loss: 0.0310838 | val_loss: 0.0312055 | Time: 1976.59 ms [2021-05-02 20:40:55 main:581] : INFO : Epoch 1855 | loss: 0.0310826 | val_loss: 0.0312084 | Time: 1983.92 ms [2021-05-02 20:40:57 main:581] : INFO : Epoch 1856 | loss: 0.0310822 | val_loss: 0.0312194 | Time: 1966.8 ms [2021-05-02 20:40:59 main:581] : INFO : Epoch 1857 | loss: 0.031088 | val_loss: 0.0312052 | Time: 1998.62 ms [2021-05-02 20:41:01 main:581] : INFO : Epoch 1858 | loss: 0.0310844 | val_loss: 0.0312013 | Time: 1969.89 ms [2021-05-02 20:41:03 main:581] : INFO : Epoch 1859 | loss: 0.0310895 | val_loss: 0.031194 | Time: 1947.71 ms [2021-05-02 20:41:05 main:581] : INFO : Epoch 1860 | loss: 0.0310974 | val_loss: 0.0312018 | Time: 1949.64 ms [2021-05-02 20:41:07 main:581] : INFO : Epoch 1861 | loss: 0.0310891 | val_loss: 0.0311961 | Time: 2054.83 ms [2021-05-02 20:41:09 main:581] : INFO : Epoch 1862 | loss: 0.0310838 | val_loss: 0.0312117 | Time: 1966.84 ms [2021-05-02 20:41:11 main:581] : INFO : Epoch 1863 | loss: 0.0310859 | val_loss: 0.0312078 | Time: 1988.36 ms [2021-05-02 20:41:13 main:581] : INFO : Epoch 1864 | loss: 0.0310875 | val_loss: 0.0312135 | Time: 2052.88 ms [2021-05-02 20:41:15 main:581] : INFO : Epoch 1865 | loss: 0.0310841 | val_loss: 0.0312019 | Time: 2006.81 ms [2021-05-02 20:41:17 main:581] : INFO : Epoch 1866 | loss: 0.0310808 | val_loss: 0.0312135 | Time: 1934.09 ms [2021-05-02 20:41:19 main:581] : INFO : Epoch 1867 | loss: 0.0310779 | val_loss: 0.031226 | Time: 2040.21 ms [2021-05-02 20:41:21 main:581] : INFO : Epoch 1868 | loss: 0.031082 | val_loss: 0.0312306 | Time: 1970.03 ms [2021-05-02 20:41:23 main:581] : INFO : Epoch 1869 | loss: 0.0310888 | val_loss: 0.0312129 | Time: 2038.43 ms [2021-05-02 20:41:25 main:581] : INFO : Epoch 1870 | loss: 0.0310861 | val_loss: 0.0311942 | Time: 2032.73 ms [2021-05-02 20:41:27 main:581] : INFO : Epoch 1871 | loss: 0.031083 | val_loss: 0.0312016 | Time: 1963.55 ms [2021-05-02 20:41:29 main:581] : INFO : Epoch 1872 | loss: 0.0310832 | val_loss: 0.0312074 | Time: 1946.05 ms [2021-05-02 20:41:31 main:581] : INFO : Epoch 1873 | loss: 0.0310877 | val_loss: 0.031214 | Time: 1966.54 ms [2021-05-02 20:41:33 main:581] : INFO : Epoch 1874 | loss: 0.0311188 | val_loss: 0.0312642 | Time: 1939.33 ms [2021-05-02 20:41:35 main:581] : INFO : Epoch 1875 | loss: 0.0328997 | val_loss: 0.0324916 | Time: 1984.99 ms [2021-05-02 20:41:37 main:581] : INFO : Epoch 1876 | loss: 0.0326708 | val_loss: 0.0316866 | Time: 2047.08 ms [2021-05-02 20:41:39 main:581] : INFO : Epoch 1877 | loss: 0.0314046 | val_loss: 0.0313188 | Time: 2004.07 ms [2021-05-02 20:41:41 main:581] : INFO : Epoch 1878 | loss: 0.0312558 | val_loss: 0.031223 | Time: 2010.1 ms [2021-05-02 20:41:43 main:581] : INFO : Epoch 1879 | loss: 0.0312054 | val_loss: 0.0311916 | Time: 1904.63 ms [2021-05-02 20:41:44 main:581] : INFO : Epoch 1880 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 1887.13 ms [2021-05-02 20:41:46 main:581] : INFO : Epoch 1881 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 1965.07 ms [2021-05-02 20:41:48 main:581] : INFO : Epoch 1882 | loss: 0.0311614 | val_loss: 0.0311888 | Time: 2017.89 ms [2021-05-02 20:41:50 main:581] : INFO : Epoch 1883 | loss: 0.0311588 | val_loss: 0.031183 | Time: 1894.45 ms [2021-05-02 20:41:52 main:581] : INFO : Epoch 1884 | loss: 0.0311551 | val_loss: 0.0311746 | Time: 1965.93 ms [2021-05-02 20:41:54 main:581] : INFO : Epoch 1885 | loss: 0.0311579 | val_loss: 0.0311684 | Time: 1910.21 ms [2021-05-02 20:41:56 main:581] : INFO : Epoch 1886 | loss: 0.031148 | val_loss: 0.0311701 | Time: 1988.63 ms [2021-05-02 20:41:58 main:581] : INFO : Epoch 1887 | loss: 0.0311514 | val_loss: 0.0311862 | Time: 1856.87 ms [2021-05-02 20:42:00 main:581] : INFO : Epoch 1888 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 2008.1 ms [2021-05-02 20:42:02 main:581] : INFO : Epoch 1889 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 2011.6 ms [2021-05-02 20:42:04 main:581] : INFO : Epoch 1890 | loss: 0.031141 | val_loss: 0.0311686 | Time: 1958.61 ms [2021-05-02 20:42:06 main:581] : INFO : Epoch 1891 | loss: 0.0311397 | val_loss: 0.0311702 | Time: 2004.12 ms [2021-05-02 20:42:08 main:581] : INFO : Epoch 1892 | loss: 0.0311397 | val_loss: 0.0311687 | Time: 1968.5 ms [2021-05-02 20:42:10 main:581] : INFO : Epoch 1893 | loss: 0.0311476 | val_loss: 0.0311716 | Time: 1980.44 ms [2021-05-02 20:42:12 main:581] : INFO : Epoch 1894 | loss: 0.0311389 | val_loss: 0.0311704 | Time: 2032.05 ms [2021-05-02 20:42:14 main:581] : INFO : Epoch 1895 | loss: 0.0311349 | val_loss: 0.0311716 | Time: 1890.46 ms [2021-05-02 20:42:16 main:581] : INFO : Epoch 1896 | loss: 0.0311375 | val_loss: 0.0311787 | Time: 1869.42 ms [2021-05-02 20:42:18 main:581] : INFO : Epoch 1897 | loss: 0.031142 | val_loss: 0.0311769 | Time: 2005.38 ms [2021-05-02 20:42:20 main:581] : INFO : Epoch 1898 | loss: 0.0311335 | val_loss: 0.0311818 | Time: 2019.77 ms [2021-05-02 20:42:22 main:581] : INFO : Epoch 1899 | loss: 0.0311335 | val_loss: 0.0311775 | Time: 2030.43 ms [2021-05-02 20:42:24 main:581] : INFO : Epoch 1900 | loss: 0.0311372 | val_loss: 0.0311739 | Time: 1996.65 ms [2021-05-02 20:42:26 main:581] : INFO : Epoch 1901 | loss: 0.0311338 | val_loss: 0.0311801 | Time: 1993.2 ms [2021-05-02 20:42:28 main:581] : INFO : Epoch 1902 | loss: 0.0311373 | val_loss: 0.0311768 | Time: 1987.19 ms [2021-05-02 20:42:29 main:581] : INFO : Epoch 1903 | loss: 0.0311345 | val_loss: 0.0311765 | Time: 1701.39 ms [2021-05-02 20:42:31 main:581] : INFO : Epoch 1904 | loss: 0.0311372 | val_loss: 0.0311795 | Time: 1976.85 ms [2021-05-02 20:42:33 main:581] : INFO : Epoch 1905 | loss: 0.0311431 | val_loss: 0.0311713 | Time: 1942.1 ms [2021-05-02 20:42:35 main:581] : INFO : Epoch 1906 | loss: 0.0311396 | val_loss: 0.031172 | Time: 2034.18 ms [2021-05-02 20:42:37 main:581] : INFO : Epoch 1907 | loss: 0.0311353 | val_loss: 0.0311697 | Time: 2015.72 ms [2021-05-02 20:42:39 main:581] : INFO : Epoch 1908 | loss: 0.0311328 | val_loss: 0.0311782 | Time: 2025.94 ms [2021-05-02 20:42:41 main:581] : INFO : Epoch 1909 | loss: 0.0311332 | val_loss: 0.031176 | Time: 1960.02 ms [2021-05-02 20:42:43 main:581] : INFO : Epoch 1910 | loss: 0.0311434 | val_loss: 0.0311745 | Time: 1948.55 ms [2021-05-02 20:42:45 main:581] : INFO : Epoch 1911 | loss: 0.031152 | val_loss: 0.0311647 | Time: 1960.67 ms [2021-05-02 20:42:47 main:581] : INFO : Epoch 1912 | loss: 0.0311462 | val_loss: 0.0311611 | Time: 1918.15 ms [2021-05-02 20:42:49 main:581] : INFO : Epoch 1913 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 1923.97 ms [2021-05-02 20:42:51 main:581] : INFO : Epoch 1914 | loss: 0.0311388 | val_loss: 0.0311605 | Time: 2001.62 ms [2021-05-02 20:42:53 main:581] : INFO : Epoch 1915 | loss: 0.0311361 | val_loss: 0.0311643 | Time: 1928.83 ms [2021-05-02 20:42:55 main:581] : INFO : Epoch 1916 | loss: 0.0311351 | val_loss: 0.031164 | Time: 1997.17 ms [2021-05-02 20:42:57 main:581] : INFO : Epoch 1917 | loss: 0.0311356 | val_loss: 0.0311638 | Time: 1884.54 ms [2021-05-02 20:42:59 main:581] : INFO : Epoch 1918 | loss: 0.0311325 | val_loss: 0.0311636 | Time: 1887.2 ms [2021-05-02 20:43:01 main:581] : INFO : Epoch 1919 | loss: 0.0311337 | val_loss: 0.0311655 | Time: 2041.28 ms [2021-05-02 20:43:03 main:581] : INFO : Epoch 1920 | loss: 0.0311338 | val_loss: 0.0311652 | Time: 2012.19 ms [2021-05-02 20:43:05 main:581] : INFO : Epoch 1921 | loss: 0.0311311 | val_loss: 0.0311637 | Time: 1984.08 ms [2021-05-02 20:43:07 main:581] : INFO : Epoch 1922 | loss: 0.0311315 | val_loss: 0.0311724 | Time: 2007.98 ms [2021-05-02 20:43:09 main:581] : INFO : Epoch 1923 | loss: 0.031132 | val_loss: 0.0311667 | Time: 1995.35 ms [2021-05-02 20:43:11 main:581] : INFO : Epoch 1924 | loss: 0.031131 | val_loss: 0.0311652 | Time: 1957.2 ms [2021-05-02 20:43:13 main:581] : INFO : Epoch 1925 | loss: 0.0311298 | val_loss: 0.031172 | Time: 1945.64 ms [2021-05-02 20:43:15 main:581] : INFO : Epoch 1926 | loss: 0.0311306 | val_loss: 0.0311674 | Time: 2026.72 ms [2021-05-02 20:43:17 main:581] : INFO : Epoch 1927 | loss: 0.031131 | val_loss: 0.0311659 | Time: 1921.44 ms [2021-05-02 20:43:19 main:581] : INFO : Epoch 1928 | loss: 0.0311297 | val_loss: 0.0311664 | Time: 2091.79 ms [2021-05-02 20:43:21 main:581] : INFO : Epoch 1929 | loss: 0.0311302 | val_loss: 0.0311699 | Time: 2065.01 ms [2021-05-02 20:43:23 main:581] : INFO : Epoch 1930 | loss: 0.0311324 | val_loss: 0.0311641 | Time: 1989.25 ms [2021-05-02 20:43:25 main:581] : INFO : Epoch 1931 | loss: 0.031128 | val_loss: 0.0311708 | Time: 1993.15 ms [2021-05-02 20:43:27 main:581] : INFO : Epoch 1932 | loss: 0.0311274 | val_loss: 0.0311688 | Time: 2036.6 ms [2021-05-02 20:43:29 main:581] : INFO : Epoch 1933 | loss: 0.0311269 | val_loss: 0.0311719 | Time: 2008.65 ms [2021-05-02 20:43:31 main:581] : INFO : Epoch 1934 | loss: 0.0311321 | val_loss: 0.0311652 | Time: 2047.42 ms [2021-05-02 20:43:33 main:581] : INFO : Epoch 1935 | loss: 0.0311288 | val_loss: 0.0311659 | Time: 2018.1 ms [2021-05-02 20:43:35 main:581] : INFO : Epoch 1936 | loss: 0.031127 | val_loss: 0.0311662 | Time: 1935.42 ms [2021-05-02 20:43:37 main:581] : INFO : Epoch 1937 | loss: 0.0311253 | val_loss: 0.0311656 | Time: 1993.26 ms [2021-05-02 20:43:39 main:581] : INFO : Epoch 1938 | loss: 0.0311257 | val_loss: 0.031167 | Time: 2021.14 ms [2021-05-02 20:43:41 main:581] : INFO : Epoch 1939 | loss: 0.0311261 | val_loss: 0.0311658 | Time: 1994.85 ms [2021-05-02 20:43:43 main:581] : INFO : Epoch 1940 | loss: 0.0311271 | val_loss: 0.0311681 | Time: 1964.13 ms [2021-05-02 20:43:45 main:581] : INFO : Epoch 1941 | loss: 0.0311244 | val_loss: 0.0311685 | Time: 1940.19 ms [2021-05-02 20:43:47 main:581] : INFO : Epoch 1942 | loss: 0.0311243 | val_loss: 0.0311786 | Time: 2034.97 ms [2021-05-02 20:43:49 main:581] : INFO : Epoch 1943 | loss: 0.0311277 | val_loss: 0.0311686 | Time: 2018.78 ms [2021-05-02 20:43:51 main:581] : INFO : Epoch 1944 | loss: 0.0311304 | val_loss: 0.0311735 | Time: 1960 ms [2021-05-02 20:43:53 main:581] : INFO : Epoch 1945 | loss: 0.0311274 | val_loss: 0.0311687 | Time: 2026.63 ms [2021-05-02 20:43:55 main:581] : INFO : Epoch 1946 | loss: 0.0311278 | val_loss: 0.0311731 | Time: 2035.67 ms [2021-05-02 20:43:57 main:581] : INFO : Epoch 1947 | loss: 0.0311397 | val_loss: 0.031174 | Time: 2046.6 ms [2021-05-02 20:43:59 main:581] : INFO : Epoch 1948 | loss: 0.0311307 | val_loss: 0.0311674 | Time: 2019.95 ms [2021-05-02 20:44:01 main:581] : INFO : Epoch 1949 | loss: 0.031129 | val_loss: 0.0311667 | Time: 1951.76 ms [2021-05-02 20:44:03 main:581] : INFO : Epoch 1950 | loss: 0.0311261 | val_loss: 0.0311696 | Time: 1958.85 ms [2021-05-02 20:44:05 main:581] : INFO : Epoch 1951 | loss: 0.0311229 | val_loss: 0.0311787 | Time: 1987.45 ms [2021-05-02 20:44:07 main:581] : INFO : Epoch 1952 | loss: 0.0311249 | val_loss: 0.0311667 | Time: 2009.33 ms [2021-05-02 20:44:09 main:581] : INFO : Epoch 1953 | loss: 0.0311222 | val_loss: 0.0311729 | Time: 1999.13 ms [2021-05-02 20:44:11 main:581] : INFO : Epoch 1954 | loss: 0.0311207 | val_loss: 0.031182 | Time: 1996.37 ms [2021-05-02 20:44:13 main:581] : INFO : Epoch 1955 | loss: 0.0311231 | val_loss: 0.0311712 | Time: 1977.16 ms [2021-05-02 20:44:15 main:581] : INFO : Epoch 1956 | loss: 0.0311286 | val_loss: 0.0311745 | Time: 1989.91 ms [2021-05-02 20:44:17 main:581] : INFO : Epoch 1957 | loss: 0.0311201 | val_loss: 0.0311872 | Time: 2011.78 ms [2021-05-02 20:44:19 main:581] : INFO : Epoch 1958 | loss: 0.0311348 | val_loss: 0.031168 | Time: 1998.58 ms [2021-05-02 20:44:21 main:581] : INFO : Epoch 1959 | loss: 0.0311254 | val_loss: 0.0311717 | Time: 1970.22 ms [2021-05-02 20:44:23 main:581] : INFO : Epoch 1960 | loss: 0.0311234 | val_loss: 0.0311709 | Time: 1959.63 ms [2021-05-02 20:44:25 main:581] : INFO : Epoch 1961 | loss: 0.0311219 | val_loss: 0.0311709 | Time: 2000.29 ms [2021-05-02 20:44:27 main:581] : INFO : Epoch 1962 | loss: 0.0311209 | val_loss: 0.0311685 | Time: 1969.71 ms [2021-05-02 20:44:29 main:581] : INFO : Epoch 1963 | loss: 0.0311234 | val_loss: 0.0311685 | Time: 1960.01 ms [2021-05-02 20:44:31 main:581] : INFO : Epoch 1964 | loss: 0.0311233 | val_loss: 0.0311692 | Time: 2017.03 ms [2021-05-02 20:44:33 main:581] : INFO : Epoch 1965 | loss: 0.0311298 | val_loss: 0.0311666 | Time: 1968.71 ms [2021-05-02 20:44:35 main:581] : INFO : Epoch 1966 | loss: 0.0311268 | val_loss: 0.0311669 | Time: 2008.55 ms [2021-05-02 20:44:37 main:581] : INFO : Epoch 1967 | loss: 0.0311238 | val_loss: 0.0311639 | Time: 1934.18 ms [2021-05-02 20:44:39 main:581] : INFO : Epoch 1968 | loss: 0.0311237 | val_loss: 0.0311652 | Time: 2002.39 ms [2021-05-02 20:44:41 main:581] : INFO : Epoch 1969 | loss: 0.0311233 | val_loss: 0.0311694 | Time: 1960.55 ms [2021-05-02 20:44:43 main:581] : INFO : Epoch 1970 | loss: 0.0311229 | val_loss: 0.0311671 | Time: 1938.33 ms [2021-05-02 20:44:45 main:581] : INFO : Epoch 1971 | loss: 0.0311184 | val_loss: 0.0311698 | Time: 2037.08 ms [2021-05-02 20:44:47 main:581] : INFO : Epoch 1972 | loss: 0.0311187 | val_loss: 0.0311761 | Time: 1958.13 ms [2021-05-02 20:44:49 main:581] : INFO : Epoch 1973 | loss: 0.0311187 | val_loss: 0.0311733 | Time: 1991.92 ms [2021-05-02 20:44:51 main:581] : INFO : Epoch 1974 | loss: 0.0311156 | val_loss: 0.0311735 | Time: 2006.29 ms [2021-05-02 20:44:53 main:581] : INFO : Epoch 1975 | loss: 0.0311326 | val_loss: 0.0311719 | Time: 1940.81 ms [2021-05-02 20:44:54 main:581] : INFO : Epoch 1976 | loss: 0.0311354 | val_loss: 0.0311722 | Time: 1797.75 ms [2021-05-02 20:44:56 main:581] : INFO : Epoch 1977 | loss: 0.0311309 | val_loss: 0.0311697 | Time: 1999.72 ms [2021-05-02 20:44:58 main:581] : INFO : Epoch 1978 | loss: 0.0311251 | val_loss: 0.031166 | Time: 2010.9 ms [2021-05-02 20:45:00 main:581] : INFO : Epoch 1979 | loss: 0.031125 | val_loss: 0.0311667 | Time: 1999.58 ms [2021-05-02 20:45:02 main:581] : INFO : Epoch 1980 | loss: 0.0311231 | val_loss: 0.031172 | Time: 2045.24 ms [2021-05-02 20:45:04 main:581] : INFO : Epoch 1981 | loss: 0.0311207 | val_loss: 0.0311678 | Time: 2046.1 ms [2021-05-02 20:45:06 main:581] : INFO : Epoch 1982 | loss: 0.0311288 | val_loss: 0.0311702 | Time: 1996.26 ms [2021-05-02 20:45:08 main:581] : INFO : Epoch 1983 | loss: 0.0311291 | val_loss: 0.0311724 | Time: 2051.51 ms [2021-05-02 20:45:11 main:581] : INFO : Epoch 1984 | loss: 0.0311235 | val_loss: 0.0311709 | Time: 2022.43 ms [2021-05-02 20:45:13 main:581] : INFO : Epoch 1985 | loss: 0.0311202 | val_loss: 0.0311758 | Time: 2010.28 ms [2021-05-02 20:45:14 main:581] : INFO : Epoch 1986 | loss: 0.0311188 | val_loss: 0.0311686 | Time: 1945.92 ms [2021-05-02 20:45:16 main:581] : INFO : Epoch 1987 | loss: 0.0311195 | val_loss: 0.0311685 | Time: 1948.63 ms [2021-05-02 20:45:18 main:581] : INFO : Epoch 1988 | loss: 0.0311181 | val_loss: 0.0311744 | Time: 1848.53 ms [2021-05-02 20:45:20 main:581] : INFO : Epoch 1989 | loss: 0.0311173 | val_loss: 0.0311753 | Time: 1970.6 ms [2021-05-02 20:45:22 main:581] : INFO : Epoch 1990 | loss: 0.0311144 | val_loss: 0.0311736 | Time: 2004.87 ms [2021-05-02 20:45:24 main:581] : INFO : Epoch 1991 | loss: 0.0311168 | val_loss: 0.0311695 | Time: 2016.39 ms [2021-05-02 20:45:26 main:581] : INFO : Epoch 1992 | loss: 0.0311178 | val_loss: 0.031171 | Time: 2041.08 ms [2021-05-02 20:45:28 main:581] : INFO : Epoch 1993 | loss: 0.0311152 | val_loss: 0.0311751 | Time: 1989.62 ms [2021-05-02 20:45:30 main:581] : INFO : Epoch 1994 | loss: 0.0311119 | val_loss: 0.031186 | Time: 2021.79 ms [2021-05-02 20:45:32 main:581] : INFO : Epoch 1995 | loss: 0.0311121 | val_loss: 0.0311816 | Time: 2074.45 ms [2021-05-02 20:45:34 main:581] : INFO : Epoch 1996 | loss: 0.0311089 | val_loss: 0.0311885 | Time: 2117.63 ms [2021-05-02 20:45:37 main:581] : INFO : Epoch 1997 | loss: 0.0311106 | val_loss: 0.0311828 | Time: 2096.31 ms [2021-05-02 20:45:39 main:581] : INFO : Epoch 1998 | loss: 0.0311124 | val_loss: 0.0311786 | Time: 1948.84 ms [2021-05-02 20:45:40 main:581] : INFO : Epoch 1999 | loss: 0.0311125 | val_loss: 0.0311786 | Time: 1930.74 ms [2021-05-02 20:45:42 main:581] : INFO : Epoch 2000 | loss: 0.0311184 | val_loss: 0.0311817 | Time: 1995.78 ms [2021-05-02 20:45:44 main:581] : INFO : Epoch 2001 | loss: 0.0311192 | val_loss: 0.0311746 | Time: 1953.91 ms [2021-05-02 20:45:46 main:581] : INFO : Epoch 2002 | loss: 0.0311187 | val_loss: 0.0311804 | Time: 1974.89 ms [2021-05-02 20:45:48 main:581] : INFO : Epoch 2003 | loss: 0.0311085 | val_loss: 0.0311826 | Time: 1942.26 ms [2021-05-02 20:45:50 main:581] : INFO : Epoch 2004 | loss: 0.03111 | val_loss: 0.0311851 | Time: 1949.32 ms [2021-05-02 20:45:52 main:581] : INFO : Epoch 2005 | loss: 0.0311098 | val_loss: 0.0311813 | Time: 1994.99 ms [2021-05-02 20:45:54 main:581] : INFO : Epoch 2006 | loss: 0.0311092 | val_loss: 0.0311769 | Time: 2013.82 ms [2021-05-02 20:45:56 main:581] : INFO : Epoch 2007 | loss: 0.0311072 | val_loss: 0.0312023 | Time: 1943.55 ms [2021-05-02 20:45:58 main:581] : INFO : Epoch 2008 | loss: 0.0311128 | val_loss: 0.031183 | Time: 1971.75 ms [2021-05-02 20:46:00 main:581] : INFO : Epoch 2009 | loss: 0.0311124 | val_loss: 0.0311872 | Time: 2007.93 ms [2021-05-02 20:46:02 main:581] : INFO : Epoch 2010 | loss: 0.0311123 | val_loss: 0.0311801 | Time: 1994.28 ms [2021-05-02 20:46:04 main:581] : INFO : Epoch 2011 | loss: 0.0311069 | val_loss: 0.0311847 | Time: 1981.4 ms [2021-05-02 20:46:06 main:581] : INFO : Epoch 2012 | loss: 0.0311049 | val_loss: 0.0311912 | Time: 2071.52 ms [2021-05-02 20:46:08 main:581] : INFO : Epoch 2013 | loss: 0.0311045 | val_loss: 0.0311833 | Time: 2045.41 ms [2021-05-02 20:46:10 main:581] : INFO : Epoch 2014 | loss: 0.031105 | val_loss: 0.0311767 | Time: 2029.05 ms [2021-05-02 20:46:12 main:581] : INFO : Epoch 2015 | loss: 0.0311079 | val_loss: 0.0311786 | Time: 2019.76 ms [2021-05-02 20:46:14 main:581] : INFO : Epoch 2016 | loss: 0.031109 | val_loss: 0.0311871 | Time: 1807.35 ms [2021-05-02 20:46:16 main:581] : INFO : Epoch 2017 | loss: 0.0311067 | val_loss: 0.0311819 | Time: 1651.82 ms [2021-05-02 20:46:18 main:581] : INFO : Epoch 2018 | loss: 0.0311051 | val_loss: 0.0311803 | Time: 1863.16 ms [2021-05-02 20:46:20 main:581] : INFO : Epoch 2019 | loss: 0.0311034 | val_loss: 0.0311889 | Time: 1948.68 ms [2021-05-02 20:46:22 main:581] : INFO : Epoch 2020 | loss: 0.0311063 | val_loss: 0.0311918 | Time: 1949.07 ms [2021-05-02 20:46:24 main:581] : INFO : Epoch 2021 | loss: 0.0311082 | val_loss: 0.0311813 | Time: 1911.79 ms [2021-05-02 20:46:25 main:581] : INFO : Epoch 2022 | loss: 0.0311065 | val_loss: 0.0311835 | Time: 1915.17 ms [2021-05-02 20:46:27 main:581] : INFO : Epoch 2023 | loss: 0.0311035 | val_loss: 0.0311882 | Time: 1948.74 ms [2021-05-02 20:46:29 main:581] : INFO : Epoch 2024 | loss: 0.0311043 | val_loss: 0.0311744 | Time: 2018.14 ms [2021-05-02 20:46:31 main:581] : INFO : Epoch 2025 | loss: 0.031114 | val_loss: 0.0311787 | Time: 2005.65 ms [2021-05-02 20:46:33 main:581] : INFO : Epoch 2026 | loss: 0.0311207 | val_loss: 0.0311758 | Time: 1991.65 ms [2021-05-02 20:46:35 main:581] : INFO : Epoch 2027 | loss: 0.031113 | val_loss: 0.0311789 | Time: 1967.59 ms [2021-05-02 20:46:37 main:581] : INFO : Epoch 2028 | loss: 0.0311211 | val_loss: 0.0311742 | Time: 1977.22 ms [2021-05-02 20:46:39 main:581] : INFO : Epoch 2029 | loss: 0.0311202 | val_loss: 0.0311749 | Time: 1954.42 ms [2021-05-02 20:46:41 main:581] : INFO : Epoch 2030 | loss: 0.0311196 | val_loss: 0.0311765 | Time: 1853.21 ms [2021-05-02 20:46:43 main:581] : INFO : Epoch 2031 | loss: 0.031113 | val_loss: 0.0311787 | Time: 1975.95 ms [2021-05-02 20:46:45 main:581] : INFO : Epoch 2032 | loss: 0.0311063 | val_loss: 0.0311708 | Time: 2020.29 ms [2021-05-02 20:46:47 main:581] : INFO : Epoch 2033 | loss: 0.0311086 | val_loss: 0.0311777 | Time: 1964.75 ms [2021-05-02 20:46:49 main:581] : INFO : Epoch 2034 | loss: 0.0311116 | val_loss: 0.0311811 | Time: 1972.03 ms [2021-05-02 20:46:51 main:581] : INFO : Epoch 2035 | loss: 0.0311108 | val_loss: 0.0311754 | Time: 1866.86 ms [2021-05-02 20:46:53 main:581] : INFO : Epoch 2036 | loss: 0.031113 | val_loss: 0.0311772 | Time: 1940.92 ms [2021-05-02 20:46:55 main:581] : INFO : Epoch 2037 | loss: 0.0311123 | val_loss: 0.0311788 | Time: 2030.67 ms [2021-05-02 20:46:57 main:581] : INFO : Epoch 2038 | loss: 0.0311153 | val_loss: 0.0311774 | Time: 1978.21 ms [2021-05-02 20:46:59 main:581] : INFO : Epoch 2039 | loss: 0.0311118 | val_loss: 0.031175 | Time: 1985.11 ms [2021-05-02 20:47:01 main:581] : INFO : Epoch 2040 | loss: 0.0311135 | val_loss: 0.0311821 | Time: 2024.3 ms [2021-05-02 20:47:03 main:581] : INFO : Epoch 2041 | loss: 0.0311075 | val_loss: 0.0311782 | Time: 2001.12 ms [2021-05-02 20:47:05 main:581] : INFO : Epoch 2042 | loss: 0.0311109 | val_loss: 0.0311754 | Time: 2011.27 ms [2021-05-02 20:47:07 main:581] : INFO : Epoch 2043 | loss: 0.0311172 | val_loss: 0.0311801 | Time: 2019.77 ms [2021-05-02 20:47:09 main:581] : INFO : Epoch 2044 | loss: 0.031147 | val_loss: 0.0312097 | Time: 1950.58 ms [2021-05-02 20:47:11 main:581] : INFO : Epoch 2045 | loss: 0.0311987 | val_loss: 0.0311916 | Time: 1948.92 ms [2021-05-02 20:47:13 main:581] : INFO : Epoch 2046 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 1974.37 ms [2021-05-02 20:47:15 main:581] : INFO : Epoch 2047 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 1961.25 ms [2021-05-02 20:47:17 main:581] : INFO : Epoch 2048 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 1887.91 ms [2021-05-02 20:47:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311665 [2021-05-02 20:47:17 main:610] : INFO : Saving end state to config to file [2021-05-02 20:47:17 main:615] : INFO : Success, exiting.. 20:47:17 (293536): 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)