Task 5119983
| Name | ParityModified-1619233472-23979-2_0 |
| Workunit | 3075156 |
| Created | 29 Apr 2021, 16:35:47 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 12 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 9:57:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 47 sec |
| CPU time | 1 hours 7 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 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> 0 main:581] : INFO : Epoch 1538 | loss: 0.0311576 | val_loss: 0.0311838 | Time: 1926.77 ms [2021-05-05 04:40:02 main:581] : INFO : Epoch 1539 | loss: 0.0311574 | val_loss: 0.0311813 | Time: 1972.54 ms [2021-05-05 04:40:04 main:581] : INFO : Epoch 1540 | loss: 0.0311561 | val_loss: 0.0311809 | Time: 2020.2 ms [2021-05-05 04:40:06 main:581] : INFO : Epoch 1541 | loss: 0.0311591 | val_loss: 0.0311832 | Time: 1980.69 ms [2021-05-05 04:40:08 main:581] : INFO : Epoch 1542 | loss: 0.0311579 | val_loss: 0.031183 | Time: 1990.02 ms [2021-05-05 04:40:10 main:581] : INFO : Epoch 1543 | loss: 0.0311565 | val_loss: 0.0311906 | Time: 2012.54 ms [2021-05-05 04:40:12 main:581] : INFO : Epoch 1544 | loss: 0.0311575 | val_loss: 0.0311859 | Time: 1896.2 ms [2021-05-05 04:40:14 main:581] : INFO : Epoch 1545 | loss: 0.0311575 | val_loss: 0.0311851 | Time: 1980.06 ms [2021-05-05 04:40:16 main:581] : INFO : Epoch 1546 | loss: 0.0311573 | val_loss: 0.0311852 | Time: 1938.58 ms [2021-05-05 04:40:18 main:581] : INFO : Epoch 1547 | loss: 0.0311562 | val_loss: 0.0311831 | Time: 1869.36 ms [2021-05-05 04:40:20 main:581] : INFO : Epoch 1548 | loss: 0.0311587 | val_loss: 0.0311838 | Time: 1970.09 ms [2021-05-05 04:40:22 main:581] : INFO : Epoch 1549 | loss: 0.0311596 | val_loss: 0.0311827 | Time: 1937.07 ms [2021-05-05 04:40:24 main:581] : INFO : Epoch 1550 | loss: 0.0311586 | val_loss: 0.0311824 | Time: 1962.1 ms [2021-05-05 04:40:25 main:581] : INFO : Epoch 1551 | loss: 0.0311569 | val_loss: 0.0311815 | Time: 1962.67 ms [2021-05-05 04:40:27 main:581] : INFO : Epoch 1552 | loss: 0.0311556 | val_loss: 0.0311843 | Time: 1983.33 ms [2021-05-05 04:40:29 main:581] : INFO : Epoch 1553 | loss: 0.0311569 | val_loss: 0.031184 | Time: 1967.42 ms [2021-05-05 04:40:31 main:581] : INFO : Epoch 1554 | loss: 0.0311555 | val_loss: 0.0311828 | Time: 1988.65 ms [2021-05-05 04:40:33 main:581] : INFO : Epoch 1555 | loss: 0.0311554 | val_loss: 0.0311863 | Time: 1981.14 ms [2021-05-05 04:40:35 main:581] : INFO : Epoch 1556 | loss: 0.0311566 | val_loss: 0.0311853 | Time: 1894.6 ms [2021-05-05 04:40:37 main:581] : INFO : Epoch 1557 | loss: 0.0311555 | val_loss: 0.0311847 | Time: 1978.44 ms [2021-05-05 04:40:39 main:581] : INFO : Epoch 1558 | loss: 0.0311544 | val_loss: 0.0311841 | Time: 1949.67 ms [2021-05-05 04:40:41 main:581] : INFO : Epoch 1559 | loss: 0.0311545 | val_loss: 0.0311839 | Time: 1970.91 ms [2021-05-05 04:40:43 main:581] : INFO : Epoch 1560 | loss: 0.0311541 | val_loss: 0.0311833 | Time: 1954.47 ms [2021-05-05 04:40:45 main:581] : INFO : Epoch 1561 | loss: 0.0311545 | val_loss: 0.031186 | Time: 1947.49 ms [2021-05-05 04:40:47 main:581] : INFO : Epoch 1562 | loss: 0.0311533 | val_loss: 0.0311851 | Time: 1972.32 ms [2021-05-05 04:40:49 main:581] : INFO : Epoch 1563 | loss: 0.0311525 | val_loss: 0.0311857 | Time: 1977.51 ms [2021-05-05 04:40:51 main:581] : INFO : Epoch 1564 | loss: 0.0311522 | val_loss: 0.0311837 | Time: 1970.52 ms [2021-05-05 04:40:53 main:581] : INFO : Epoch 1565 | loss: 0.0311523 | val_loss: 0.0311883 | Time: 1955.08 ms [2021-05-05 04:40:55 main:581] : INFO : Epoch 1566 | loss: 0.0311536 | val_loss: 0.0311853 | Time: 1931.39 ms [2021-05-05 04:40:57 main:581] : INFO : Epoch 1567 | loss: 0.031155 | val_loss: 0.0311873 | Time: 1868.79 ms [2021-05-05 04:40:59 main:581] : INFO : Epoch 1568 | loss: 0.0311536 | val_loss: 0.0311841 | Time: 1978.73 ms [2021-05-05 04:41:01 main:581] : INFO : Epoch 1569 | loss: 0.0311554 | val_loss: 0.0311844 | Time: 2055.15 ms [2021-05-05 04:41:03 main:581] : INFO : Epoch 1570 | loss: 0.0311572 | val_loss: 0.0311813 | Time: 1972.45 ms [2021-05-05 04:41:05 main:581] : INFO : Epoch 1571 | loss: 0.0311554 | val_loss: 0.0311842 | Time: 1957.16 ms [2021-05-05 04:41:07 main:581] : INFO : Epoch 1572 | loss: 0.0311562 | val_loss: 0.0311844 | Time: 2036.98 ms [2021-05-05 04:41:09 main:581] : INFO : Epoch 1573 | loss: 0.0311553 | val_loss: 0.031183 | Time: 1983.76 ms [2021-05-05 04:41:11 main:581] : INFO : Epoch 1574 | loss: 0.0311539 | val_loss: 0.0311839 | Time: 1936.39 ms [2021-05-05 04:41:13 main:581] : INFO : Epoch 1575 | loss: 0.0311535 | val_loss: 0.0311851 | Time: 1922.41 ms [2021-05-05 04:41:15 main:581] : INFO : Epoch 1576 | loss: 0.0311544 | val_loss: 0.0311843 | Time: 1920.41 ms [2021-05-05 04:41:16 main:581] : INFO : Epoch 1577 | loss: 0.0311534 | val_loss: 0.0311886 | Time: 1970.54 ms [2021-05-05 04:41:19 main:581] : INFO : Epoch 1578 | loss: 0.0311533 | val_loss: 0.0311858 | Time: 2002.03 ms [2021-05-05 04:41:20 main:581] : INFO : Epoch 1579 | loss: 0.0311537 | val_loss: 0.0311844 | Time: 1974.72 ms [2021-05-05 04:41:22 main:581] : INFO : Epoch 1580 | loss: 0.0311533 | val_loss: 0.0311871 | Time: 2019.51 ms [2021-05-05 04:41:24 main:581] : INFO : Epoch 1581 | loss: 0.0311532 | val_loss: 0.0311852 | Time: 1997.96 ms [2021-05-05 04:41:26 main:581] : INFO : Epoch 1582 | loss: 0.0311561 | val_loss: 0.0311856 | Time: 1994.17 ms [2021-05-05 04:41:29 main:581] : INFO : Epoch 1583 | loss: 0.0311577 | val_loss: 0.0311883 | Time: 2016.1 ms [2021-05-05 04:41:31 main:581] : INFO : Epoch 1584 | loss: 0.0311557 | val_loss: 0.0311834 | Time: 2009.94 ms [2021-05-05 04:41:33 main:581] : INFO : Epoch 1585 | loss: 0.0311558 | val_loss: 0.0311859 | Time: 2031.74 ms [2021-05-05 04:41:34 main:581] : INFO : Epoch 1586 | loss: 0.0311556 | val_loss: 0.0311875 | Time: 1940.56 ms [2021-05-05 04:41:37 main:581] : INFO : Epoch 1587 | loss: 0.0311552 | val_loss: 0.0311899 | Time: 2021.54 ms [2021-05-05 04:41:39 main:581] : INFO : Epoch 1588 | loss: 0.0311551 | val_loss: 0.0311904 | Time: 2071.77 ms [2021-05-05 04:41:41 main:581] : INFO : Epoch 1589 | loss: 0.031154 | val_loss: 0.0311887 | Time: 1968.76 ms [2021-05-05 04:41:43 main:581] : INFO : Epoch 1590 | loss: 0.0311526 | val_loss: 0.0311876 | Time: 2095.36 ms [2021-05-05 04:41:45 main:581] : INFO : Epoch 1591 | loss: 0.0311532 | val_loss: 0.0311862 | Time: 2096.15 ms [2021-05-05 04:41:47 main:581] : INFO : Epoch 1592 | loss: 0.0311545 | val_loss: 0.0311896 | Time: 2185.29 ms [2021-05-05 04:41:49 main:581] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.0311879 | Time: 1953.4 ms [2021-05-05 04:41:51 main:581] : INFO : Epoch 1594 | loss: 0.0311717 | val_loss: 0.0311875 | Time: 1980.5 ms [2021-05-05 04:41:53 main:581] : INFO : Epoch 1595 | loss: 0.0311724 | val_loss: 0.0311859 | Time: 2055.04 ms [2021-05-05 04:41:55 main:581] : INFO : Epoch 1596 | loss: 0.0311671 | val_loss: 0.0311861 | Time: 2004.22 ms [2021-05-05 04:41:57 main:581] : INFO : Epoch 1597 | loss: 0.0311641 | val_loss: 0.0311862 | Time: 1932.52 ms [2021-05-05 04:41:59 main:581] : INFO : Epoch 1598 | loss: 0.031163 | val_loss: 0.0311856 | Time: 1943.8 ms [2021-05-05 04:42:01 main:581] : INFO : Epoch 1599 | loss: 0.0311598 | val_loss: 0.0311847 | Time: 2013.87 ms [2021-05-05 04:42:03 main:581] : INFO : Epoch 1600 | loss: 0.0311585 | val_loss: 0.0311861 | Time: 1978.71 ms [2021-05-05 04:42:05 main:581] : INFO : Epoch 1601 | loss: 0.0311583 | val_loss: 0.0311891 | Time: 1964.24 ms [2021-05-05 04:42:07 main:581] : INFO : Epoch 1602 | loss: 0.0311603 | val_loss: 0.0311873 | Time: 2022.84 ms [2021-05-05 04:42:09 main:581] : INFO : Epoch 1603 | loss: 0.0311568 | val_loss: 0.0311901 | Time: 1934.91 ms [2021-05-05 04:42:11 main:581] : INFO : Epoch 1604 | loss: 0.0311578 | val_loss: 0.0311873 | Time: 1914.44 ms [2021-05-05 04:42:13 main:581] : INFO : Epoch 1605 | loss: 0.031155 | val_loss: 0.031187 | Time: 1943.58 ms [2021-05-05 04:42:15 main:581] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311865 | Time: 1975.38 ms [2021-05-05 04:42:17 main:581] : INFO : Epoch 1607 | loss: 0.0311553 | val_loss: 0.0311879 | Time: 1987.88 ms [2021-05-05 04:42:19 main:581] : INFO : Epoch 1608 | loss: 0.031155 | val_loss: 0.0311866 | Time: 2024.81 ms [2021-05-05 04:42:21 main:581] : INFO : Epoch 1609 | loss: 0.0311544 | val_loss: 0.0311881 | Time: 2021.16 ms [2021-05-05 04:42:23 main:581] : INFO : Epoch 1610 | loss: 0.0311541 | val_loss: 0.0311908 | Time: 1952.7 ms [2021-05-05 04:42:25 main:581] : INFO : Epoch 1611 | loss: 0.031154 | val_loss: 0.0311884 | Time: 1992.92 ms [2021-05-05 04:42:27 main:581] : INFO : Epoch 1612 | loss: 0.0311535 | val_loss: 0.0311855 | Time: 1998.52 ms [2021-05-05 04:42:29 main:581] : INFO : Epoch 1613 | loss: 0.0311533 | val_loss: 0.0311877 | Time: 2022.19 ms [2021-05-05 04:42:31 main:581] : INFO : Epoch 1614 | loss: 0.0311528 | val_loss: 0.031186 | Time: 1985.96 ms [2021-05-05 04:42:32 main:581] : INFO : Epoch 1615 | loss: 0.0311519 | val_loss: 0.0311871 | Time: 1854.27 ms [2021-05-05 04:42:34 main:581] : INFO : Epoch 1616 | loss: 0.0311516 | val_loss: 0.0311945 | Time: 1942.23 ms [2021-05-05 04:42:36 main:581] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311875 | Time: 1943.18 ms [2021-05-05 04:42:38 main:581] : INFO : Epoch 1618 | loss: 0.0311526 | val_loss: 0.0311861 | Time: 2012.83 ms [2021-05-05 04:42:40 main:581] : INFO : Epoch 1619 | loss: 0.0311515 | val_loss: 0.0311926 | Time: 1988.35 ms [2021-05-05 04:42:42 main:581] : INFO : Epoch 1620 | loss: 0.0311518 | val_loss: 0.0311834 | Time: 2019.14 ms [2021-05-05 04:42:44 main:581] : INFO : Epoch 1621 | loss: 0.0311559 | val_loss: 0.0311857 | Time: 1948.27 ms [2021-05-05 04:42:46 main:581] : INFO : Epoch 1622 | loss: 0.0311532 | val_loss: 0.0311859 | Time: 2001.56 ms [2021-05-05 04:42:48 main:581] : INFO : Epoch 1623 | loss: 0.0311507 | val_loss: 0.0311905 | Time: 1980.72 ms [2021-05-05 04:42:50 main:581] : INFO : Epoch 1624 | loss: 0.0311543 | val_loss: 0.0311887 | Time: 1947.99 ms [2021-05-05 04:42:52 main:581] : INFO : Epoch 1625 | loss: 0.0311526 | val_loss: 0.0311867 | Time: 2025.47 ms [2021-05-05 04:42:54 main:581] : INFO : Epoch 1626 | loss: 0.0311523 | val_loss: 0.0311882 | Time: 1973.57 ms [2021-05-05 04:42:56 main:581] : INFO : Epoch 1627 | loss: 0.0311527 | val_loss: 0.0311947 | Time: 2010.55 ms [2021-05-05 04:42:58 main:581] : INFO : Epoch 1628 | loss: 0.0311527 | val_loss: 0.0311896 | Time: 2029.64 ms [2021-05-05 04:43:00 main:581] : INFO : Epoch 1629 | loss: 0.0311512 | val_loss: 0.0311882 | Time: 2008.76 ms [2021-05-05 04:43:02 main:581] : INFO : Epoch 1630 | loss: 0.0311509 | val_loss: 0.0311891 | Time: 1997.1 ms [2021-05-05 04:43:04 main:581] : INFO : Epoch 1631 | loss: 0.0311569 | val_loss: 0.0311823 | Time: 1974.79 ms [2021-05-05 04:43:06 main:581] : INFO : Epoch 1632 | loss: 0.0311557 | val_loss: 0.0311847 | Time: 1976.84 ms [2021-05-05 04:43:08 main:581] : INFO : Epoch 1633 | loss: 0.0311543 | val_loss: 0.0311845 | Time: 1943.37 ms [2021-05-05 04:43:10 main:581] : INFO : Epoch 1634 | loss: 0.0311531 | val_loss: 0.0311874 | Time: 2009.68 ms [2021-05-05 04:43:12 main:581] : INFO : Epoch 1635 | loss: 0.031154 | val_loss: 0.03119 | Time: 2089.04 ms [2021-05-05 04:43:14 main:581] : INFO : Epoch 1636 | loss: 0.0311552 | val_loss: 0.0311839 | Time: 1970.42 ms [2021-05-05 04:43:16 main:581] : INFO : Epoch 1637 | loss: 0.0311556 | val_loss: 0.0311843 | Time: 2017.88 ms [2021-05-05 04:43:18 main:581] : INFO : Epoch 1638 | loss: 0.0311525 | val_loss: 0.0311877 | Time: 2072.21 ms [2021-05-05 04:43:20 main:581] : INFO : Epoch 1639 | loss: 0.0311505 | val_loss: 0.0311899 | Time: 2209.55 ms [2021-05-05 04:43:22 main:581] : INFO : Epoch 1640 | loss: 0.0311526 | val_loss: 0.0311878 | Time: 1954.25 ms [2021-05-05 04:43:24 main:581] : INFO : Epoch 1641 | loss: 0.0311535 | val_loss: 0.0311969 | Time: 1888.66 ms [2021-05-05 04:43:26 main:581] : INFO : Epoch 1642 | loss: 0.0311521 | val_loss: 0.0311962 | Time: 1999.21 ms [2021-05-05 04:43:28 main:581] : INFO : Epoch 1643 | loss: 0.031156 | val_loss: 0.0311924 | Time: 1999.53 ms [2021-05-05 04:43:30 main:581] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.0311915 | Time: 1981.7 ms [2021-05-05 04:43:32 main:581] : INFO : Epoch 1645 | loss: 0.0311532 | val_loss: 0.0311918 | Time: 2002.39 ms [2021-05-05 04:43:34 main:581] : INFO : Epoch 1646 | loss: 0.031149 | val_loss: 0.031188 | Time: 1955.62 ms [2021-05-05 04:43:36 main:581] : INFO : Epoch 1647 | loss: 0.03115 | val_loss: 0.0311916 | Time: 1948.42 ms [2021-05-05 04:43:38 main:581] : INFO : Epoch 1648 | loss: 0.0311496 | val_loss: 0.0311888 | Time: 1881.88 ms [2021-05-05 04:43:40 main:581] : INFO : Epoch 1649 | loss: 0.0311504 | val_loss: 0.03119 | Time: 1823.2 ms [2021-05-05 04:43:42 main:581] : INFO : Epoch 1650 | loss: 0.0311514 | val_loss: 0.0311825 | Time: 1965.5 ms [2021-05-05 04:43:44 main:581] : INFO : Epoch 1651 | loss: 0.0311518 | val_loss: 0.0311929 | Time: 2110.62 ms [2021-05-05 04:43:46 main:581] : INFO : Epoch 1652 | loss: 0.031151 | val_loss: 0.0311895 | Time: 1935.76 ms [2021-05-05 04:43:48 main:581] : INFO : Epoch 1653 | loss: 0.0311506 | val_loss: 0.0311855 | Time: 1965.8 ms [2021-05-05 04:43:50 main:581] : INFO : Epoch 1654 | loss: 0.031153 | val_loss: 0.0311893 | Time: 1976.2 ms [2021-05-05 04:43:52 main:581] : INFO : Epoch 1655 | loss: 0.0311499 | val_loss: 0.0311887 | Time: 1997.99 ms [2021-05-05 04:43:54 main:581] : INFO : Epoch 1656 | loss: 0.0311514 | val_loss: 0.0311838 | Time: 1936.36 ms [2021-05-05 04:43:56 main:581] : INFO : Epoch 1657 | loss: 0.0311544 | val_loss: 0.031184 | Time: 1992.76 ms [2021-05-05 04:43:58 main:581] : INFO : Epoch 1658 | loss: 0.031153 | val_loss: 0.0311921 | Time: 1927.85 ms [2021-05-05 04:44:00 main:581] : INFO : Epoch 1659 | loss: 0.0311545 | val_loss: 0.0311863 | Time: 1956.5 ms [2021-05-05 04:44:02 main:581] : INFO : Epoch 1660 | loss: 0.0311528 | val_loss: 0.0311877 | Time: 1951.21 ms [2021-05-05 04:44:04 main:581] : INFO : Epoch 1661 | loss: 0.0311514 | val_loss: 0.0311899 | Time: 1965.81 ms [2021-05-05 04:44:06 main:581] : INFO : Epoch 1662 | loss: 0.0311507 | val_loss: 0.0311899 | Time: 1956.54 ms [2021-05-05 04:44:08 main:581] : INFO : Epoch 1663 | loss: 0.0311496 | val_loss: 0.0311912 | Time: 1936.23 ms [2021-05-05 04:44:09 main:581] : INFO : Epoch 1664 | loss: 0.031153 | val_loss: 0.0311855 | Time: 1918.99 ms [2021-05-05 04:44:11 main:581] : INFO : Epoch 1665 | loss: 0.0311521 | val_loss: 0.0311863 | Time: 1935.91 ms [2021-05-05 04:44:13 main:581] : INFO : Epoch 1666 | loss: 0.0311512 | val_loss: 0.0311889 | Time: 1991.79 ms [2021-05-05 04:44:15 main:581] : INFO : Epoch 1667 | loss: 0.0311576 | val_loss: 0.0311884 | Time: 2018.08 ms [2021-05-05 04:44:17 main:581] : INFO : Epoch 1668 | loss: 0.0311534 | val_loss: 0.0311997 | Time: 1989.11 ms [2021-05-05 04:44:19 main:581] : INFO : Epoch 1669 | loss: 0.0311528 | val_loss: 0.0311944 | Time: 2017.24 ms [2021-05-05 04:44:21 main:581] : INFO : Epoch 1670 | loss: 0.0311498 | val_loss: 0.0311863 | Time: 2002.23 ms [2021-05-05 04:44:23 main:581] : INFO : Epoch 1671 | loss: 0.0311499 | val_loss: 0.0311977 | Time: 1983.71 ms [2021-05-05 04:44:25 main:581] : INFO : Epoch 1672 | loss: 0.031149 | val_loss: 0.0311908 | Time: 2040.85 ms [2021-05-05 04:44:27 main:581] : INFO : Epoch 1673 | loss: 0.0311487 | val_loss: 0.0311874 | Time: 2071.36 ms [2021-05-05 04:44:30 main:581] : INFO : Epoch 1674 | loss: 0.0311483 | val_loss: 0.031193 | Time: 2052 ms [2021-05-05 04:44:32 main:581] : INFO : Epoch 1675 | loss: 0.0311498 | val_loss: 0.0311871 | Time: 2051.83 ms [2021-05-05 04:44:34 main:581] : INFO : Epoch 1676 | loss: 0.0311527 | val_loss: 0.0311914 | Time: 2045.86 ms [2021-05-05 04:44:36 main:581] : INFO : Epoch 1677 | loss: 0.0311528 | val_loss: 0.0311852 | Time: 1959.18 ms [2021-05-05 04:44:38 main:581] : INFO : Epoch 1678 | loss: 0.0311513 | val_loss: 0.0311839 | Time: 2143.04 ms [2021-05-05 04:44:40 main:581] : INFO : Epoch 1679 | loss: 0.0311543 | val_loss: 0.0311938 | Time: 1943.66 ms [2021-05-05 04:44:42 main:581] : INFO : Epoch 1680 | loss: 0.0311549 | val_loss: 0.0311891 | Time: 1965.61 ms [2021-05-05 04:44:44 main:581] : INFO : Epoch 1681 | loss: 0.0311533 | val_loss: 0.0311862 | Time: 1952.49 ms [2021-05-05 04:44:46 main:581] : INFO : Epoch 1682 | loss: 0.0311504 | val_loss: 0.0311904 | Time: 1974.07 ms [2021-05-05 04:44:48 main:581] : INFO : Epoch 1683 | loss: 0.0311491 | val_loss: 0.0311879 | Time: 2010.23 ms [2021-05-05 04:44:50 main:581] : INFO : Epoch 1684 | loss: 0.0311508 | val_loss: 0.0311871 | Time: 1994.31 ms [2021-05-05 04:44:52 main:581] : INFO : Epoch 1685 | loss: 0.0311517 | val_loss: 0.0311888 | Time: 2027.77 ms [2021-05-05 04:44:54 main:581] : INFO : Epoch 1686 | loss: 0.0311511 | val_loss: 0.0311921 | Time: 2002.89 ms [2021-05-05 04:44:56 main:581] : INFO : Epoch 1687 | loss: 0.0311525 | val_loss: 0.0311889 | Time: 1996.7 ms [2021-05-05 04:44:58 main:581] : INFO : Epoch 1688 | loss: 0.0311551 | val_loss: 0.031196 | Time: 2025.28 ms [2021-05-05 04:45:00 main:581] : INFO : Epoch 1689 | loss: 0.0311553 | val_loss: 0.0311965 | Time: 1935.71 ms [2021-05-05 04:45:02 main:581] : INFO : Epoch 1690 | loss: 0.0311545 | val_loss: 0.0311893 | Time: 1992.57 ms [2021-05-05 04:45:03 main:581] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311882 | Time: 1951.11 ms [2021-05-05 04:45:05 main:581] : INFO : Epoch 1692 | loss: 0.0311525 | val_loss: 0.0311882 | Time: 1992.75 ms [2021-05-05 04:45:07 main:581] : INFO : Epoch 1693 | loss: 0.0311518 | val_loss: 0.0311887 | Time: 1978.16 ms [2021-05-05 04:45:09 main:581] : INFO : Epoch 1694 | loss: 0.0311513 | val_loss: 0.0311855 | Time: 2019.13 ms [2021-05-05 04:45:11 main:581] : INFO : Epoch 1695 | loss: 0.031153 | val_loss: 0.0311837 | Time: 2002.46 ms [2021-05-05 04:45:14 main:581] : INFO : Epoch 1696 | loss: 0.0311526 | val_loss: 0.0311873 | Time: 2039.28 ms [2021-05-05 04:45:16 main:581] : INFO : Epoch 1697 | loss: 0.0311566 | val_loss: 0.0311889 | Time: 2010.71 ms [2021-05-05 04:45:18 main:581] : INFO : Epoch 1698 | loss: 0.0311557 | val_loss: 0.031186 | Time: 1993.65 ms [2021-05-05 04:45:20 main:581] : INFO : Epoch 1699 | loss: 0.0311549 | val_loss: 0.0311891 | Time: 1986.43 ms [2021-05-05 04:45:22 main:581] : INFO : Epoch 1700 | loss: 0.0311536 | val_loss: 0.0311874 | Time: 2020.02 ms [2021-05-05 04:45:24 main:581] : INFO : Epoch 1701 | loss: 0.0311528 | val_loss: 0.0311906 | Time: 2002.65 ms [2021-05-05 04:45:25 main:581] : INFO : Epoch 1702 | loss: 0.0311506 | val_loss: 0.031188 | Time: 1942.4 ms [2021-05-05 04:45:27 main:581] : INFO : Epoch 1703 | loss: 0.0311512 | val_loss: 0.0311873 | Time: 1975.11 ms [2021-05-05 04:45:29 main:581] : INFO : Epoch 1704 | loss: 0.0311571 | val_loss: 0.0311856 | Time: 1969.34 ms [2021-05-05 04:45:31 main:581] : INFO : Epoch 1705 | loss: 0.0311552 | val_loss: 0.0311909 | Time: 1933.4 ms [2021-05-05 04:45:33 main:581] : INFO : Epoch 1706 | loss: 0.0311543 | val_loss: 0.031185 | Time: 2006.06 ms [2021-05-05 04:45:35 main:581] : INFO : Epoch 1707 | loss: 0.031152 | val_loss: 0.0311859 | Time: 1976.89 ms [2021-05-05 04:45:37 main:581] : INFO : Epoch 1708 | loss: 0.031152 | val_loss: 0.0311871 | Time: 2007.29 ms [2021-05-05 04:45:39 main:581] : INFO : Epoch 1709 | loss: 0.0311506 | val_loss: 0.0311927 | Time: 1968.6 ms [2021-05-05 04:45:41 main:581] : INFO : Epoch 1710 | loss: 0.0311497 | val_loss: 0.0311911 | Time: 2020.86 ms [2021-05-05 04:45:43 main:581] : INFO : Epoch 1711 | loss: 0.0311507 | val_loss: 0.0311943 | Time: 1977.4 ms [2021-05-05 04:45:45 main:581] : INFO : Epoch 1712 | loss: 0.0311518 | val_loss: 0.0311967 | Time: 1994.26 ms [2021-05-05 04:45:47 main:581] : INFO : Epoch 1713 | loss: 0.0311518 | val_loss: 0.0311901 | Time: 1913.93 ms [2021-05-05 04:45:49 main:581] : INFO : Epoch 1714 | loss: 0.0311508 | val_loss: 0.0311932 | Time: 2000.45 ms [2021-05-05 04:45:51 main:581] : INFO : Epoch 1715 | loss: 0.0311485 | val_loss: 0.0311899 | Time: 1926.7 ms [2021-05-05 04:45:53 main:581] : INFO : Epoch 1716 | loss: 0.031149 | val_loss: 0.03119 | Time: 1897.16 ms [2021-05-05 04:45:55 main:581] : INFO : Epoch 1717 | loss: 0.0311476 | val_loss: 0.0311908 | Time: 1973.77 ms [2021-05-05 04:45:57 main:581] : INFO : Epoch 1718 | loss: 0.031147 | val_loss: 0.0311912 | Time: 1893.64 ms [2021-05-05 04:45:59 main:581] : INFO : Epoch 1719 | loss: 0.0311552 | val_loss: 0.0311848 | Time: 2007.89 ms [2021-05-05 04:46:01 main:581] : INFO : Epoch 1720 | loss: 0.0311534 | val_loss: 0.0311836 | Time: 2034.31 ms [2021-05-05 04:46:03 main:581] : INFO : Epoch 1721 | loss: 0.0311519 | val_loss: 0.0311855 | Time: 1971.63 ms [2021-05-05 04:46:05 main:581] : INFO : Epoch 1722 | loss: 0.0311523 | val_loss: 0.0311973 | Time: 1995.6 ms [2021-05-05 04:46:07 main:581] : INFO : Epoch 1723 | loss: 0.03115 | val_loss: 0.031186 | Time: 2017.94 ms [2021-05-05 04:46:09 main:581] : INFO : Epoch 1724 | loss: 0.0311537 | val_loss: 0.0312 | Time: 1991.76 ms [2021-05-05 04:46:11 main:581] : INFO : Epoch 1725 | loss: 0.0311522 | val_loss: 0.0312013 | Time: 1959.95 ms [2021-05-05 04:46:13 main:581] : INFO : Epoch 1726 | loss: 0.0311529 | val_loss: 0.0311855 | Time: 1998.65 ms [2021-05-05 04:46:15 main:581] : INFO : Epoch 1727 | loss: 0.0311519 | val_loss: 0.0311879 | Time: 1993.26 ms [2021-05-05 04:46:17 main:581] : INFO : Epoch 1728 | loss: 0.0311571 | val_loss: 0.0311849 | Time: 2070.75 ms [2021-05-05 04:46:19 main:581] : INFO : Epoch 1729 | loss: 0.0311525 | val_loss: 0.0311825 | Time: 2006.32 ms [2021-05-05 04:46:21 main:581] : INFO : Epoch 1730 | loss: 0.0311524 | val_loss: 0.031189 | Time: 1929.77 ms [2021-05-05 04:46:23 main:581] : INFO : Epoch 1731 | loss: 0.0311507 | val_loss: 0.0311853 | Time: 1977.35 ms [2021-05-05 04:46:25 main:581] : INFO : Epoch 1732 | loss: 0.0311663 | val_loss: 0.0311828 | Time: 2001.15 ms [2021-05-05 04:46:27 main:581] : INFO : Epoch 1733 | loss: 0.0311677 | val_loss: 0.0311827 | Time: 2010.03 ms [2021-05-05 04:46:29 main:581] : INFO : Epoch 1734 | loss: 0.0311642 | val_loss: 0.031183 | Time: 1997.8 ms [2021-05-05 04:46:31 main:581] : INFO : Epoch 1735 | loss: 0.0311637 | val_loss: 0.0311815 | Time: 2007.29 ms [2021-05-05 04:46:33 main:581] : INFO : Epoch 1736 | loss: 0.0311626 | val_loss: 0.0311822 | Time: 1995.68 ms [2021-05-05 04:46:35 main:581] : INFO : Epoch 1737 | loss: 0.0311617 | val_loss: 0.0311835 | Time: 1989.81 ms [2021-05-05 04:46:37 main:581] : INFO : Epoch 1738 | loss: 0.031161 | val_loss: 0.0311802 | Time: 2006.29 ms [2021-05-05 04:46:39 main:581] : INFO : Epoch 1739 | loss: 0.0311606 | val_loss: 0.0311817 | Time: 2012.96 ms [2021-05-05 04:46:41 main:581] : INFO : Epoch 1740 | loss: 0.0311642 | val_loss: 0.0311888 | Time: 1957.02 ms [2021-05-05 04:46:43 main:581] : INFO : Epoch 1741 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 1992.86 ms [2021-05-05 04:46:45 main:581] : INFO : Epoch 1742 | loss: 0.0311643 | val_loss: 0.0311851 | Time: 1974.98 ms [2021-05-05 04:46:47 main:581] : INFO : Epoch 1743 | loss: 0.0311653 | val_loss: 0.0311858 | Time: 1882.99 ms [2021-05-05 04:46:49 main:581] : INFO : Epoch 1744 | loss: 0.0311636 | val_loss: 0.0311878 | Time: 1962.29 ms [2021-05-05 04:46:51 main:581] : INFO : Epoch 1745 | loss: 0.0311605 | val_loss: 0.0311825 | Time: 1882.83 ms [2021-05-05 04:46:53 main:581] : INFO : Epoch 1746 | loss: 0.0311581 | val_loss: 0.0311891 | Time: 1963.99 ms [2021-05-05 04:46:54 main:581] : INFO : Epoch 1747 | loss: 0.0311586 | val_loss: 0.0311841 | Time: 1963.2 ms [2021-05-05 04:46:57 main:581] : INFO : Epoch 1748 | loss: 0.0311573 | val_loss: 0.031186 | Time: 2008.58 ms [2021-05-05 04:46:58 main:581] : INFO : Epoch 1749 | loss: 0.0311565 | val_loss: 0.031183 | Time: 1980.05 ms [2021-05-05 04:47:00 main:581] : INFO : Epoch 1750 | loss: 0.0311578 | val_loss: 0.0311842 | Time: 2001.3 ms [2021-05-05 04:47:02 main:581] : INFO : Epoch 1751 | loss: 0.031157 | val_loss: 0.0311851 | Time: 2013.3 ms [2021-05-05 04:47:05 main:581] : INFO : Epoch 1752 | loss: 0.0311571 | val_loss: 0.0311876 | Time: 2013.74 ms [2021-05-05 04:47:06 main:581] : INFO : Epoch 1753 | loss: 0.0311564 | val_loss: 0.0311824 | Time: 1980.07 ms [2021-05-05 04:47:08 main:581] : INFO : Epoch 1754 | loss: 0.0311568 | val_loss: 0.0311877 | Time: 1854.98 ms [2021-05-05 04:47:10 main:581] : INFO : Epoch 1755 | loss: 0.0311585 | val_loss: 0.0311894 | Time: 1998.77 ms [2021-05-05 04:47:12 main:581] : INFO : Epoch 1756 | loss: 0.0311576 | val_loss: 0.0311897 | Time: 1969.85 ms [2021-05-05 04:47:14 main:581] : INFO : Epoch 1757 | loss: 0.0311602 | val_loss: 0.0311818 | Time: 2028 ms [2021-05-05 04:47:16 main:581] : INFO : Epoch 1758 | loss: 0.0311552 | val_loss: 0.0311817 | Time: 1946 ms [2021-05-05 04:47:18 main:581] : INFO : Epoch 1759 | loss: 0.0311547 | val_loss: 0.0311861 | Time: 2025.1 ms [2021-05-05 04:47:20 main:581] : INFO : Epoch 1760 | loss: 0.0311561 | val_loss: 0.0311821 | Time: 1977.85 ms [2021-05-05 04:47:22 main:581] : INFO : Epoch 1761 | loss: 0.0311565 | val_loss: 0.031184 | Time: 1898.06 ms [2021-05-05 04:47:24 main:581] : INFO : Epoch 1762 | loss: 0.0311614 | val_loss: 0.0311922 | Time: 1984.64 ms [2021-05-05 04:47:26 main:581] : INFO : Epoch 1763 | loss: 0.0311686 | val_loss: 0.0311899 | Time: 1971.57 ms [2021-05-05 04:47:28 main:581] : INFO : Epoch 1764 | loss: 0.0311639 | val_loss: 0.0311855 | Time: 1995.69 ms [2021-05-05 04:47:30 main:581] : INFO : Epoch 1765 | loss: 0.0311641 | val_loss: 0.0311819 | Time: 1990.25 ms [2021-05-05 04:47:32 main:581] : INFO : Epoch 1766 | loss: 0.0311628 | val_loss: 0.0311788 | Time: 2008.17 ms [2021-05-05 04:47:34 main:581] : INFO : Epoch 1767 | loss: 0.0311644 | val_loss: 0.0311832 | Time: 1996.56 ms [2021-05-05 04:47:36 main:581] : INFO : Epoch 1768 | loss: 0.0311701 | val_loss: 0.0311845 | Time: 2003.56 ms [2021-05-05 04:47:38 main:581] : INFO : Epoch 1769 | loss: 0.0311685 | val_loss: 0.031182 | Time: 1984.78 ms [2021-05-05 04:47:40 main:581] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311806 | Time: 1917.95 ms [2021-05-05 04:47:42 main:581] : INFO : Epoch 1771 | loss: 0.0311612 | val_loss: 0.0311839 | Time: 1960.43 ms [2021-05-05 04:47:44 main:581] : INFO : Epoch 1772 | loss: 0.0311606 | val_loss: 0.031181 | Time: 1996.07 ms [2021-05-05 04:47:46 main:581] : INFO : Epoch 1773 | loss: 0.031159 | val_loss: 0.031183 | Time: 1981.05 ms [2021-05-05 04:47:48 main:581] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311886 | Time: 1986.12 ms [2021-05-05 04:47:50 main:581] : INFO : Epoch 1775 | loss: 0.0311607 | val_loss: 0.0311843 | Time: 1966.67 ms [2021-05-05 04:47:52 main:581] : INFO : Epoch 1776 | loss: 0.031158 | val_loss: 0.0311841 | Time: 2001.43 ms [2021-05-05 04:47:54 main:581] : INFO : Epoch 1777 | loss: 0.0311591 | val_loss: 0.0311802 | Time: 1988.49 ms [2021-05-05 04:47:56 main:581] : INFO : Epoch 1778 | loss: 0.0311569 | val_loss: 0.0311852 | Time: 2092.4 ms [2021-05-05 04:47:58 main:581] : INFO : Epoch 1779 | loss: 0.0311565 | val_loss: 0.0311908 | Time: 1991.04 ms [2021-05-05 04:48:00 main:581] : INFO : Epoch 1780 | loss: 0.0311604 | val_loss: 0.0311832 | Time: 1921.47 ms [2021-05-05 04:48:02 main:581] : INFO : Epoch 1781 | loss: 0.0311584 | val_loss: 0.0311878 | Time: 1954.34 ms [2021-05-05 04:48:04 main:581] : INFO : Epoch 1782 | loss: 0.0311581 | val_loss: 0.0311842 | Time: 1963.99 ms [2021-05-05 04:48:06 main:581] : INFO : Epoch 1783 | loss: 0.0311567 | val_loss: 0.0311801 | Time: 1938.56 ms [2021-05-05 04:48:08 main:581] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311858 | Time: 1990.9 ms [2021-05-05 04:48:10 main:581] : INFO : Epoch 1785 | loss: 0.0311573 | val_loss: 0.0311773 | Time: 1992.14 ms [2021-05-05 04:48:12 main:581] : INFO : Epoch 1786 | loss: 0.0311564 | val_loss: 0.0311789 | Time: 2016.51 ms [2021-05-05 04:48:14 main:581] : INFO : Epoch 1787 | loss: 0.0311562 | val_loss: 0.0311824 | Time: 1995.54 ms [2021-05-05 04:48:16 main:581] : INFO : Epoch 1788 | loss: 0.0311566 | val_loss: 0.0311816 | Time: 1998.6 ms [2021-05-05 04:48:18 main:581] : INFO : Epoch 1789 | loss: 0.0311572 | val_loss: 0.031185 | Time: 1963.33 ms [2021-05-05 04:48:20 main:581] : INFO : Epoch 1790 | loss: 0.0311575 | val_loss: 0.0311903 | Time: 1972.12 ms [2021-05-05 04:48:22 main:581] : INFO : Epoch 1791 | loss: 0.031156 | val_loss: 0.0311851 | Time: 1956.73 ms [2021-05-05 04:48:24 main:581] : INFO : Epoch 1792 | loss: 0.0311544 | val_loss: 0.0311833 | Time: 1972.33 ms [2021-05-05 04:48:26 main:581] : INFO : Epoch 1793 | loss: 0.0311544 | val_loss: 0.0311839 | Time: 2007.71 ms [2021-05-05 04:48:28 main:581] : INFO : Epoch 1794 | loss: 0.0311539 | val_loss: 0.031185 | Time: 2022.43 ms [2021-05-05 04:48:30 main:581] : INFO : Epoch 1795 | loss: 0.0311551 | val_loss: 0.0311852 | Time: 1973.7 ms [2021-05-05 04:48:32 main:581] : INFO : Epoch 1796 | loss: 0.0311536 | val_loss: 0.0311828 | Time: 1985.95 ms [2021-05-05 04:48:34 main:581] : INFO : Epoch 1797 | loss: 0.0311527 | val_loss: 0.0311836 | Time: 1972.14 ms [2021-05-05 04:48:36 main:581] : INFO : Epoch 1798 | loss: 0.031157 | val_loss: 0.0311837 | Time: 1993.81 ms [2021-05-05 04:48:38 main:581] : INFO : Epoch 1799 | loss: 0.0311585 | val_loss: 0.0311866 | Time: 2010.1 ms [2021-05-05 04:48:40 main:581] : INFO : Epoch 1800 | loss: 0.0311542 | val_loss: 0.0311824 | Time: 2014.16 ms [2021-05-05 04:48:42 main:581] : INFO : Epoch 1801 | loss: 0.0311538 | val_loss: 0.0311831 | Time: 2012.03 ms [2021-05-05 04:48:44 main:581] : INFO : Epoch 1802 | loss: 0.0311527 | val_loss: 0.0311855 | Time: 1980.42 ms [2021-05-05 04:48:46 main:581] : INFO : Epoch 1803 | loss: 0.0311521 | val_loss: 0.0311828 | Time: 1990.49 ms [2021-05-05 04:48:48 main:581] : INFO : Epoch 1804 | loss: 0.031154 | val_loss: 0.0311868 | Time: 1910.12 ms [2021-05-05 04:48:50 main:581] : INFO : Epoch 1805 | loss: 0.0311508 | val_loss: 0.0311856 | Time: 1990.01 ms [2021-05-05 04:48:51 main:581] : INFO : Epoch 1806 | loss: 0.0311517 | val_loss: 0.0311835 | Time: 1924.93 ms [2021-05-05 04:48:53 main:581] : INFO : Epoch 1807 | loss: 0.0311515 | val_loss: 0.0311875 | Time: 1809.71 ms [2021-05-05 04:48:55 main:581] : INFO : Epoch 1808 | loss: 0.0311513 | val_loss: 0.0311865 | Time: 2021.27 ms [2021-05-05 04:48:57 main:581] : INFO : Epoch 1809 | loss: 0.0311513 | val_loss: 0.0311865 | Time: 2025.28 ms [2021-05-05 04:48:59 main:581] : INFO : Epoch 1810 | loss: 0.0311519 | val_loss: 0.0311827 | Time: 2028.36 ms [2021-05-05 04:49:01 main:581] : INFO : Epoch 1811 | loss: 0.0311534 | val_loss: 0.0311848 | Time: 2055.09 ms [2021-05-05 04:49:03 main:581] : INFO : Epoch 1812 | loss: 0.0311525 | val_loss: 0.0311871 | Time: 1992.28 ms [2021-05-05 04:49:05 main:581] : INFO : Epoch 1813 | loss: 0.0311523 | val_loss: 0.0311862 | Time: 2070.49 ms [2021-05-05 04:49:07 main:581] : INFO : Epoch 1814 | loss: 0.0311507 | val_loss: 0.0311849 | Time: 1962.5 ms [2021-05-05 04:49:09 main:581] : INFO : Epoch 1815 | loss: 0.0311499 | val_loss: 0.0311869 | Time: 1989.75 ms [2021-05-05 04:49:11 main:581] : INFO : Epoch 1816 | loss: 0.0311521 | val_loss: 0.0311861 | Time: 2037.51 ms [2021-05-05 04:49:13 main:581] : INFO : Epoch 1817 | loss: 0.0311513 | val_loss: 0.0311863 | Time: 1944.47 ms [2021-05-05 04:49:15 main:581] : INFO : Epoch 1818 | loss: 0.0311542 | val_loss: 0.0311937 | Time: 1824.78 ms [2021-05-05 04:49:17 main:581] : INFO : Epoch 1819 | loss: 0.0311544 | val_loss: 0.0311841 | Time: 1973.18 ms [2021-05-05 04:49:19 main:581] : INFO : Epoch 1820 | loss: 0.0311489 | val_loss: 0.0311847 | Time: 1988.26 ms [2021-05-05 04:49:21 main:581] : INFO : Epoch 1821 | loss: 0.0311498 | val_loss: 0.0311849 | Time: 1949.34 ms [2021-05-05 04:49:23 main:581] : INFO : Epoch 1822 | loss: 0.0311526 | val_loss: 0.0311846 | Time: 1874.69 ms [2021-05-05 04:49:25 main:581] : INFO : Epoch 1823 | loss: 0.0311506 | val_loss: 0.0311927 | Time: 1938.63 ms [2021-05-05 04:49:27 main:581] : INFO : Epoch 1824 | loss: 0.0311514 | val_loss: 0.0311844 | Time: 1919.96 ms [2021-05-05 04:49:29 main:581] : INFO : Epoch 1825 | loss: 0.0311508 | val_loss: 0.0311863 | Time: 1942.98 ms [2021-05-05 04:49:31 main:581] : INFO : Epoch 1826 | loss: 0.0311513 | val_loss: 0.0311848 | Time: 1964.96 ms [2021-05-05 04:49:33 main:581] : INFO : Epoch 1827 | loss: 0.0311504 | val_loss: 0.0311831 | Time: 2009.6 ms [2021-05-05 04:49:35 main:581] : INFO : Epoch 1828 | loss: 0.031149 | val_loss: 0.0311853 | Time: 1972.4 ms [2021-05-05 04:49:37 main:581] : INFO : Epoch 1829 | loss: 0.0311516 | val_loss: 0.0311892 | Time: 2012.43 ms [2021-05-05 04:49:39 main:581] : INFO : Epoch 1830 | loss: 0.0311537 | val_loss: 0.0311862 | Time: 1983.37 ms [2021-05-05 04:49:41 main:581] : INFO : Epoch 1831 | loss: 0.031156 | val_loss: 0.0311814 | Time: 1983.86 ms [2021-05-05 04:49:43 main:581] : INFO : Epoch 1832 | loss: 0.0311559 | val_loss: 0.0311823 | Time: 1956.35 ms [2021-05-05 04:49:45 main:581] : INFO : Epoch 1833 | loss: 0.0311544 | val_loss: 0.0311856 | Time: 2009.38 ms [2021-05-05 04:49:47 main:581] : INFO : Epoch 1834 | loss: 0.031153 | val_loss: 0.0311851 | Time: 2027.37 ms [2021-05-05 04:49:49 main:581] : INFO : Epoch 1835 | loss: 0.0311529 | val_loss: 0.0311834 | Time: 1946.43 ms [2021-05-05 04:49:51 main:581] : INFO : Epoch 1836 | loss: 0.031151 | val_loss: 0.0311831 | Time: 1939.79 ms [2021-05-05 04:49:53 main:581] : INFO : Epoch 1837 | loss: 0.0311524 | val_loss: 0.0311845 | Time: 2002.49 ms [2021-05-05 04:49:55 main:581] : INFO : Epoch 1838 | loss: 0.0311524 | val_loss: 0.0311852 | Time: 1958.24 ms [2021-05-05 04:49:57 main:581] : INFO : Epoch 1839 | loss: 0.0311515 | val_loss: 0.0311899 | Time: 2016.02 ms [2021-05-05 04:49:59 main:581] : INFO : Epoch 1840 | loss: 0.0311506 | val_loss: 0.0311859 | Time: 2024.67 ms [2021-05-05 04:50:01 main:581] : INFO : Epoch 1841 | loss: 0.031151 | val_loss: 0.0311897 | Time: 1970.34 ms [2021-05-05 04:50:03 main:581] : INFO : Epoch 1842 | loss: 0.0311512 | val_loss: 0.0311915 | Time: 2026.83 ms [2021-05-05 04:50:05 main:581] : INFO : Epoch 1843 | loss: 0.0311497 | val_loss: 0.0311864 | Time: 2015.86 ms [2021-05-05 04:50:07 main:581] : INFO : Epoch 1844 | loss: 0.0311494 | val_loss: 0.0311853 | Time: 1994.32 ms [2021-05-05 04:50:09 main:581] : INFO : Epoch 1845 | loss: 0.0311499 | val_loss: 0.0311874 | Time: 1998.05 ms [2021-05-05 04:50:11 main:581] : INFO : Epoch 1846 | loss: 0.031152 | val_loss: 0.0311809 | Time: 1922.95 ms [2021-05-05 04:50:12 main:581] : INFO : Epoch 1847 | loss: 0.031152 | val_loss: 0.0311938 | Time: 1919.99 ms [2021-05-05 04:50:14 main:581] : INFO : Epoch 1848 | loss: 0.031149 | val_loss: 0.0311864 | Time: 1981.46 ms [2021-05-05 04:50:16 main:581] : INFO : Epoch 1849 | loss: 0.0311493 | val_loss: 0.0311843 | Time: 2019.99 ms [2021-05-05 04:50:18 main:581] : INFO : Epoch 1850 | loss: 0.0311487 | val_loss: 0.031185 | Time: 2017.67 ms [2021-05-05 04:50:20 main:581] : INFO : Epoch 1851 | loss: 0.031149 | val_loss: 0.0311879 | Time: 1963.53 ms [2021-05-05 04:50:22 main:581] : INFO : Epoch 1852 | loss: 0.0311481 | val_loss: 0.0311869 | Time: 1954.13 ms [2021-05-05 04:50:24 main:581] : INFO : Epoch 1853 | loss: 0.031155 | val_loss: 0.0311845 | Time: 1969.87 ms [2021-05-05 04:50:26 main:581] : INFO : Epoch 1854 | loss: 0.0311575 | val_loss: 0.0311835 | Time: 1962.94 ms [2021-05-05 04:50:28 main:581] : INFO : Epoch 1855 | loss: 0.0311548 | val_loss: 0.0311823 | Time: 1990.75 ms [2021-05-05 04:50:30 main:581] : INFO : Epoch 1856 | loss: 0.0311535 | val_loss: 0.0311782 | Time: 1964.22 ms [2021-05-05 04:50:32 main:581] : INFO : Epoch 1857 | loss: 0.0311523 | val_loss: 0.0311821 | Time: 1998.5 ms [2021-05-05 04:50:34 main:581] : INFO : Epoch 1858 | loss: 0.031154 | val_loss: 0.0311811 | Time: 2000.49 ms [2021-05-05 04:50:36 main:581] : INFO : Epoch 1859 | loss: 0.0311533 | val_loss: 0.0311824 | Time: 2008.59 ms [2021-05-05 04:50:38 main:581] : INFO : Epoch 1860 | loss: 0.0311536 | val_loss: 0.0311839 | Time: 1921.84 ms [2021-05-05 04:50:40 main:581] : INFO : Epoch 1861 | loss: 0.0311569 | val_loss: 0.0311808 | Time: 1998.84 ms [2021-05-05 04:50:42 main:581] : INFO : Epoch 1862 | loss: 0.031152 | val_loss: 0.0311856 | Time: 2017.61 ms [2021-05-05 04:50:44 main:581] : INFO : Epoch 1863 | loss: 0.0311517 | val_loss: 0.0311828 | Time: 1990.85 ms [2021-05-05 04:50:46 main:581] : INFO : Epoch 1864 | loss: 0.0311584 | val_loss: 0.0311836 | Time: 1953.53 ms [2021-05-05 04:50:48 main:581] : INFO : Epoch 1865 | loss: 0.0311592 | val_loss: 0.031191 | Time: 1943.93 ms [2021-05-05 04:50:50 main:581] : INFO : Epoch 1866 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 1931.13 ms [2021-05-05 04:50:52 main:581] : INFO : Epoch 1867 | loss: 0.0311558 | val_loss: 0.0311823 | Time: 1949.96 ms [2021-05-05 04:50:54 main:581] : INFO : Epoch 1868 | loss: 0.0311542 | val_loss: 0.0311826 | Time: 2012.39 ms [2021-05-05 04:50:56 main:581] : INFO : Epoch 1869 | loss: 0.0311566 | val_loss: 0.0311848 | Time: 2011.44 ms [2021-05-05 04:50:58 main:581] : INFO : Epoch 1870 | loss: 0.0311593 | val_loss: 0.0311853 | Time: 1994.19 ms [2021-05-05 04:51:00 main:581] : INFO : Epoch 1871 | loss: 0.0311527 | val_loss: 0.0311803 | Time: 1964.33 ms [2021-05-05 04:51:02 main:581] : INFO : Epoch 1872 | loss: 0.0311531 | val_loss: 0.0311816 | Time: 1984.02 ms [2021-05-05 04:51:04 main:581] : INFO : Epoch 1873 | loss: 0.031153 | val_loss: 0.0311832 | Time: 1958.86 ms [2021-05-05 04:51:06 main:581] : INFO : Epoch 1874 | loss: 0.0311513 | val_loss: 0.0311813 | Time: 1947.67 ms [2021-05-05 04:51:08 main:581] : INFO : Epoch 1875 | loss: 0.0311499 | val_loss: 0.0311812 | Time: 1974.93 ms [2021-05-05 04:51:10 main:581] : INFO : Epoch 1876 | loss: 0.0311491 | val_loss: 0.0311843 | Time: 1914.05 ms [2021-05-05 04:51:12 main:581] : INFO : Epoch 1877 | loss: 0.0311529 | val_loss: 0.0311871 | Time: 2006.14 ms [2021-05-05 04:51:14 main:581] : INFO : Epoch 1878 | loss: 0.0311558 | val_loss: 0.0311824 | Time: 1947.47 ms [2021-05-05 04:51:16 main:581] : INFO : Epoch 1879 | loss: 0.0311565 | val_loss: 0.0311901 | Time: 2014.29 ms [2021-05-05 04:51:18 main:581] : INFO : Epoch 1880 | loss: 0.031154 | val_loss: 0.0311843 | Time: 2006.64 ms [2021-05-05 04:51:20 main:581] : INFO : Epoch 1881 | loss: 0.0311526 | val_loss: 0.0311807 | Time: 1945.41 ms [2021-05-05 04:51:22 main:581] : INFO : Epoch 1882 | loss: 0.0311515 | val_loss: 0.0311812 | Time: 1967.05 ms [2021-05-05 04:51:24 main:581] : INFO : Epoch 1883 | loss: 0.0311508 | val_loss: 0.0311819 | Time: 2021.61 ms [2021-05-05 04:51:26 main:581] : INFO : Epoch 1884 | loss: 0.0311508 | val_loss: 0.0311885 | Time: 2008.01 ms [2021-05-05 04:51:28 main:581] : INFO : Epoch 1885 | loss: 0.0311525 | val_loss: 0.0311836 | Time: 1988.5 ms [2021-05-05 04:51:30 main:581] : INFO : Epoch 1886 | loss: 0.0311508 | val_loss: 0.0311841 | Time: 1957.78 ms [2021-05-05 04:51:32 main:581] : INFO : Epoch 1887 | loss: 0.0311512 | val_loss: 0.0311824 | Time: 2117.19 ms [2021-05-05 04:51:34 main:581] : INFO : Epoch 1888 | loss: 0.0311496 | val_loss: 0.0311808 | Time: 1987.43 ms [2021-05-05 04:51:36 main:581] : INFO : Epoch 1889 | loss: 0.0311477 | val_loss: 0.0311816 | Time: 1995.88 ms [2021-05-05 04:51:38 main:581] : INFO : Epoch 1890 | loss: 0.0311491 | val_loss: 0.0311818 | Time: 1956.89 ms [2021-05-05 04:51:40 main:581] : INFO : Epoch 1891 | loss: 0.0311484 | val_loss: 0.0311823 | Time: 1973.79 ms [2021-05-05 04:51:42 main:581] : INFO : Epoch 1892 | loss: 0.0311484 | val_loss: 0.0311811 | Time: 2017.69 ms [2021-05-05 04:51:44 main:581] : INFO : Epoch 1893 | loss: 0.0311515 | val_loss: 0.0311837 | Time: 2233.07 ms [2021-05-05 04:51:46 main:581] : INFO : Epoch 1894 | loss: 0.0311602 | val_loss: 0.0311867 | Time: 2191.82 ms [2021-05-05 04:51:48 main:581] : INFO : Epoch 1895 | loss: 0.0311578 | val_loss: 0.0311876 | Time: 1985.04 ms [2021-05-05 04:51:50 main:581] : INFO : Epoch 1896 | loss: 0.0311557 | val_loss: 0.0311879 | Time: 2006 ms [2021-05-05 04:51:52 main:581] : INFO : Epoch 1897 | loss: 0.0311559 | val_loss: 0.0311827 | Time: 2010.28 ms [2021-05-05 04:51:54 main:581] : INFO : Epoch 1898 | loss: 0.0311543 | val_loss: 0.0311827 | Time: 2084.47 ms [2021-05-05 04:51:56 main:581] : INFO : Epoch 1899 | loss: 0.0311514 | val_loss: 0.0311869 | Time: 2006.95 ms [2021-05-05 04:51:58 main:581] : INFO : Epoch 1900 | loss: 0.0311592 | val_loss: 0.0311872 | Time: 1997.7 ms [2021-05-05 04:52:00 main:581] : INFO : Epoch 1901 | loss: 0.0311604 | val_loss: 0.0311819 | Time: 1976.7 ms [2021-05-05 04:52:02 main:581] : INFO : Epoch 1902 | loss: 0.0311561 | val_loss: 0.0311814 | Time: 2045.82 ms [2021-05-05 04:52:04 main:581] : INFO : Epoch 1903 | loss: 0.0311543 | val_loss: 0.0311828 | Time: 2002.2 ms [2021-05-05 04:52:06 main:581] : INFO : Epoch 1904 | loss: 0.0311541 | val_loss: 0.0311819 | Time: 1940.49 ms [2021-05-05 04:52:08 main:581] : INFO : Epoch 1905 | loss: 0.0311527 | val_loss: 0.031184 | Time: 1996.64 ms [2021-05-05 04:52:10 main:581] : INFO : Epoch 1906 | loss: 0.0311525 | val_loss: 0.0311876 | Time: 1956.55 ms [2021-05-05 04:52:12 main:581] : INFO : Epoch 1907 | loss: 0.0311543 | val_loss: 0.0311834 | Time: 1902.84 ms [2021-05-05 04:52:14 main:581] : INFO : Epoch 1908 | loss: 0.0311512 | val_loss: 0.0311841 | Time: 1899.81 ms [2021-05-05 04:52:16 main:581] : INFO : Epoch 1909 | loss: 0.0311526 | val_loss: 0.03119 | Time: 1984.84 ms [2021-05-05 04:52:18 main:581] : INFO : Epoch 1910 | loss: 0.0311587 | val_loss: 0.0311861 | Time: 1975.21 ms [2021-05-05 04:52:20 main:581] : INFO : Epoch 1911 | loss: 0.0311602 | val_loss: 0.0311823 | Time: 1947.32 ms [2021-05-05 04:52:22 main:581] : INFO : Epoch 1912 | loss: 0.0311594 | val_loss: 0.0311827 | Time: 1992.28 ms [2021-05-05 04:52:24 main:581] : INFO : Epoch 1913 | loss: 0.0311578 | val_loss: 0.0311806 | Time: 2044.64 ms [2021-05-05 04:52:26 main:581] : INFO : Epoch 1914 | loss: 0.0311591 | val_loss: 0.0311804 | Time: 2032.01 ms [2021-05-05 04:52:28 main:581] : INFO : Epoch 1915 | loss: 0.0311574 | val_loss: 0.0311817 | Time: 1986.41 ms [2021-05-05 04:52:30 main:581] : INFO : Epoch 1916 | loss: 0.0311574 | val_loss: 0.0311817 | Time: 2020.76 ms [2021-05-05 04:52:32 main:581] : INFO : Epoch 1917 | loss: 0.0311547 | val_loss: 0.0311843 | Time: 1964.67 ms [2021-05-05 04:52:34 main:581] : INFO : Epoch 1918 | loss: 0.0311555 | val_loss: 0.0311834 | Time: 2007.27 ms [2021-05-05 04:52:36 main:581] : INFO : Epoch 1919 | loss: 0.0311525 | val_loss: 0.0311815 | Time: 1852.72 ms [2021-05-05 04:52:38 main:581] : INFO : Epoch 1920 | loss: 0.0311505 | val_loss: 0.0311857 | Time: 1996.55 ms [2021-05-05 04:52:40 main:581] : INFO : Epoch 1921 | loss: 0.0311515 | val_loss: 0.0311878 | Time: 1987.72 ms [2021-05-05 04:52:42 main:581] : INFO : Epoch 1922 | loss: 0.0311536 | val_loss: 0.031185 | Time: 1967.85 ms [2021-05-05 04:52:44 main:581] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.0311847 | Time: 1963.06 ms [2021-05-05 04:52:46 main:581] : INFO : Epoch 1924 | loss: 0.0311499 | val_loss: 0.0311842 | Time: 1989.6 ms [2021-05-05 04:52:48 main:581] : INFO : Epoch 1925 | loss: 0.03115 | val_loss: 0.0311841 | Time: 2022.92 ms [2021-05-05 04:52:50 main:581] : INFO : Epoch 1926 | loss: 0.0311501 | val_loss: 0.0311828 | Time: 2006.2 ms [2021-05-05 04:52:52 main:581] : INFO : Epoch 1927 | loss: 0.0311508 | val_loss: 0.031184 | Time: 1995.41 ms [2021-05-05 04:52:54 main:581] : INFO : Epoch 1928 | loss: 0.0311515 | val_loss: 0.0311863 | Time: 1982.22 ms [2021-05-05 04:52:56 main:581] : INFO : Epoch 1929 | loss: 0.031151 | val_loss: 0.0311819 | Time: 1959.73 ms [2021-05-05 04:52:58 main:581] : INFO : Epoch 1930 | loss: 0.031151 | val_loss: 0.0311856 | Time: 1974.92 ms [2021-05-05 04:53:00 main:581] : INFO : Epoch 1931 | loss: 0.0311496 | val_loss: 0.0311802 | Time: 1984.61 ms [2021-05-05 04:53:02 main:581] : INFO : Epoch 1932 | loss: 0.0311496 | val_loss: 0.0311842 | Time: 1945.24 ms [2021-05-05 04:53:03 main:581] : INFO : Epoch 1933 | loss: 0.0311494 | val_loss: 0.0311876 | Time: 1959.19 ms [2021-05-05 04:53:05 main:581] : INFO : Epoch 1934 | loss: 0.0311514 | val_loss: 0.0311802 | Time: 2002.09 ms [2021-05-05 04:53:07 main:581] : INFO : Epoch 1935 | loss: 0.0311515 | val_loss: 0.0311828 | Time: 1993.05 ms [2021-05-05 04:53:09 main:581] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311845 | Time: 1993.74 ms [2021-05-05 04:53:11 main:581] : INFO : Epoch 1937 | loss: 0.0311506 | val_loss: 0.0311819 | Time: 1959.96 ms [2021-05-05 04:53:13 main:581] : INFO : Epoch 1938 | loss: 0.0311495 | val_loss: 0.0311865 | Time: 1981.19 ms [2021-05-05 04:53:15 main:581] : INFO : Epoch 1939 | loss: 0.0311487 | val_loss: 0.0311837 | Time: 1977.89 ms [2021-05-05 04:53:17 main:581] : INFO : Epoch 1940 | loss: 0.0311475 | val_loss: 0.0311823 | Time: 1966.87 ms [2021-05-05 04:53:19 main:581] : INFO : Epoch 1941 | loss: 0.0311473 | val_loss: 0.0311874 | Time: 1965.93 ms [2021-05-05 04:53:21 main:581] : INFO : Epoch 1942 | loss: 0.0311471 | val_loss: 0.0311839 | Time: 2071.26 ms [2021-05-05 04:53:24 main:581] : INFO : Epoch 1943 | loss: 0.0311478 | val_loss: 0.0311835 | Time: 2143.62 ms [2021-05-05 04:53:26 main:581] : INFO : Epoch 1944 | loss: 0.0311473 | val_loss: 0.031186 | Time: 1995.02 ms [2021-05-05 04:53:28 main:581] : INFO : Epoch 1945 | loss: 0.0311482 | val_loss: 0.0311841 | Time: 1987.63 ms [2021-05-05 04:53:29 main:581] : INFO : Epoch 1946 | loss: 0.0311495 | val_loss: 0.0311838 | Time: 1992.85 ms [2021-05-05 04:53:32 main:581] : INFO : Epoch 1947 | loss: 0.0311491 | val_loss: 0.0311832 | Time: 2085.88 ms [2021-05-05 04:53:34 main:581] : INFO : Epoch 1948 | loss: 0.0311474 | val_loss: 0.0311896 | Time: 1964.99 ms [2021-05-05 04:53:35 main:581] : INFO : Epoch 1949 | loss: 0.0311467 | val_loss: 0.0311874 | Time: 1922.28 ms [2021-05-05 04:53:37 main:581] : INFO : Epoch 1950 | loss: 0.031147 | val_loss: 0.031183 | Time: 2006.84 ms [2021-05-05 04:53:39 main:581] : INFO : Epoch 1951 | loss: 0.0311457 | val_loss: 0.0311889 | Time: 1980.22 ms [2021-05-05 04:53:41 main:581] : INFO : Epoch 1952 | loss: 0.0311462 | val_loss: 0.0311862 | Time: 2003.59 ms [2021-05-05 04:53:43 main:581] : INFO : Epoch 1953 | loss: 0.0311478 | val_loss: 0.0311871 | Time: 2016.94 ms [2021-05-05 04:53:45 main:581] : INFO : Epoch 1954 | loss: 0.0311486 | val_loss: 0.0311869 | Time: 1994.29 ms [2021-05-05 04:53:47 main:581] : INFO : Epoch 1955 | loss: 0.0311477 | val_loss: 0.0311854 | Time: 1989.96 ms [2021-05-05 04:53:49 main:581] : INFO : Epoch 1956 | loss: 0.031148 | val_loss: 0.0311901 | Time: 1993.82 ms [2021-05-05 04:53:51 main:581] : INFO : Epoch 1957 | loss: 0.0311551 | val_loss: 0.0311826 | Time: 1973.71 ms [2021-05-05 04:53:53 main:581] : INFO : Epoch 1958 | loss: 0.0311545 | val_loss: 0.0311825 | Time: 1980.37 ms [2021-05-05 04:53:55 main:581] : INFO : Epoch 1959 | loss: 0.0311527 | val_loss: 0.0311802 | Time: 1991.08 ms [2021-05-05 04:53:57 main:581] : INFO : Epoch 1960 | loss: 0.0311508 | val_loss: 0.0311834 | Time: 2004.34 ms [2021-05-05 04:53:59 main:581] : INFO : Epoch 1961 | loss: 0.0311504 | val_loss: 0.0311852 | Time: 2001.12 ms [2021-05-05 04:54:01 main:581] : INFO : Epoch 1962 | loss: 0.03115 | val_loss: 0.0311905 | Time: 2000.65 ms [2021-05-05 04:54:04 main:581] : INFO : Epoch 1963 | loss: 0.0311516 | val_loss: 0.0311835 | Time: 2152.81 ms [2021-05-05 04:54:06 main:581] : INFO : Epoch 1964 | loss: 0.0311502 | val_loss: 0.0311821 | Time: 2133.79 ms [2021-05-05 04:54:08 main:581] : INFO : Epoch 1965 | loss: 0.0311499 | val_loss: 0.031185 | Time: 1960.47 ms [2021-05-05 04:54:10 main:581] : INFO : Epoch 1966 | loss: 0.0311496 | val_loss: 0.0311875 | Time: 1979.44 ms [2021-05-05 04:54:12 main:581] : INFO : Epoch 1967 | loss: 0.0311496 | val_loss: 0.031194 | Time: 1983.46 ms [2021-05-05 04:54:14 main:581] : INFO : Epoch 1968 | loss: 0.0311488 | val_loss: 0.031183 | Time: 2020.51 ms [2021-05-05 04:54:16 main:581] : INFO : Epoch 1969 | loss: 0.0311468 | val_loss: 0.0311856 | Time: 1992.96 ms [2021-05-05 04:54:18 main:581] : INFO : Epoch 1970 | loss: 0.0311474 | val_loss: 0.0311854 | Time: 2012.88 ms [2021-05-05 04:54:20 main:581] : INFO : Epoch 1971 | loss: 0.0311624 | val_loss: 0.0312296 | Time: 1903.73 ms [2021-05-05 04:54:21 main:581] : INFO : Epoch 1972 | loss: 0.0312279 | val_loss: 0.0312318 | Time: 1933.64 ms [2021-05-05 04:54:23 main:581] : INFO : Epoch 1973 | loss: 0.0312193 | val_loss: 0.0312095 | Time: 1971.32 ms [2021-05-05 04:54:25 main:581] : INFO : Epoch 1974 | loss: 0.0312015 | val_loss: 0.0312014 | Time: 1990.79 ms [2021-05-05 04:54:27 main:581] : INFO : Epoch 1975 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 2009.92 ms [2021-05-05 04:54:29 main:581] : INFO : Epoch 1976 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 1959.58 ms [2021-05-05 04:54:31 main:581] : INFO : Epoch 1977 | loss: 0.0311807 | val_loss: 0.031184 | Time: 1946.69 ms [2021-05-05 04:54:33 main:581] : INFO : Epoch 1978 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 1954.77 ms [2021-05-05 04:54:35 main:581] : INFO : Epoch 1979 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 1919.06 ms [2021-05-05 04:54:37 main:581] : INFO : Epoch 1980 | loss: 0.0311789 | val_loss: 0.031186 | Time: 1999.16 ms [2021-05-05 04:54:39 main:581] : INFO : Epoch 1981 | loss: 0.0311781 | val_loss: 0.031183 | Time: 1982.75 ms [2021-05-05 04:54:41 main:581] : INFO : Epoch 1982 | loss: 0.0311778 | val_loss: 0.0311909 | Time: 2015.15 ms [2021-05-05 04:54:43 main:581] : INFO : Epoch 1983 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 2001.2 ms [2021-05-05 04:54:45 main:581] : INFO : Epoch 1984 | loss: 0.0311753 | val_loss: 0.0311875 | Time: 2081.47 ms [2021-05-05 04:54:47 main:581] : INFO : Epoch 1985 | loss: 0.0311746 | val_loss: 0.0311859 | Time: 1877.74 ms [2021-05-05 04:54:49 main:581] : INFO : Epoch 1986 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 1880.99 ms [2021-05-05 04:54:51 main:581] : INFO : Epoch 1987 | loss: 0.0311745 | val_loss: 0.0311855 | Time: 1978.23 ms [2021-05-05 04:54:53 main:581] : INFO : Epoch 1988 | loss: 0.0311738 | val_loss: 0.0311858 | Time: 2195.2 ms [2021-05-05 04:54:55 main:581] : INFO : Epoch 1989 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 2111.36 ms [2021-05-05 04:54:57 main:581] : INFO : Epoch 1990 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1877.41 ms [2021-05-05 04:54:59 main:581] : INFO : Epoch 1991 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 1920.2 ms [2021-05-05 04:55:01 main:581] : INFO : Epoch 1992 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 2062.07 ms [2021-05-05 04:55:03 main:581] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0311842 | Time: 1973.96 ms [2021-05-05 04:55:05 main:581] : INFO : Epoch 1994 | loss: 0.031172 | val_loss: 0.031184 | Time: 2003.63 ms [2021-05-05 04:55:07 main:581] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 2008.47 ms [2021-05-05 04:55:09 main:581] : INFO : Epoch 1996 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 2047.09 ms [2021-05-05 04:55:11 main:581] : INFO : Epoch 1997 | loss: 0.0311711 | val_loss: 0.0311819 | Time: 2018.28 ms [2021-05-05 04:55:13 main:581] : INFO : Epoch 1998 | loss: 0.0311711 | val_loss: 0.0311846 | Time: 1958.1 ms [2021-05-05 04:55:15 main:581] : INFO : Epoch 1999 | loss: 0.031171 | val_loss: 0.0311833 | Time: 1930.77 ms [2021-05-05 04:55:17 main:581] : INFO : Epoch 2000 | loss: 0.0311704 | val_loss: 0.0311842 | Time: 1991.64 ms [2021-05-05 04:55:19 main:581] : INFO : Epoch 2001 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 2011.7 ms [2021-05-05 04:55:21 main:581] : INFO : Epoch 2002 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 2033.4 ms [2021-05-05 04:55:23 main:581] : INFO : Epoch 2003 | loss: 0.0311699 | val_loss: 0.0311842 | Time: 1931.35 ms [2021-05-05 04:55:25 main:581] : INFO : Epoch 2004 | loss: 0.0311705 | val_loss: 0.0311832 | Time: 1965.37 ms [2021-05-05 04:55:27 main:581] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311839 | Time: 2014.78 ms [2021-05-05 04:55:29 main:581] : INFO : Epoch 2006 | loss: 0.0311699 | val_loss: 0.0311881 | Time: 1976.97 ms [2021-05-05 04:55:31 main:581] : INFO : Epoch 2007 | loss: 0.0311692 | val_loss: 0.0311833 | Time: 1983.89 ms [2021-05-05 04:55:33 main:581] : INFO : Epoch 2008 | loss: 0.03117 | val_loss: 0.0311871 | Time: 1970.88 ms [2021-05-05 04:55:35 main:581] : INFO : Epoch 2009 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 1953.35 ms [2021-05-05 04:55:37 main:581] : INFO : Epoch 2010 | loss: 0.0311704 | val_loss: 0.0311832 | Time: 2008.17 ms [2021-05-05 04:55:39 main:581] : INFO : Epoch 2011 | loss: 0.0311689 | val_loss: 0.0311846 | Time: 2009.08 ms [2021-05-05 04:55:41 main:581] : INFO : Epoch 2012 | loss: 0.0311677 | val_loss: 0.0311837 | Time: 1976.32 ms [2021-05-05 04:55:43 main:581] : INFO : Epoch 2013 | loss: 0.0311681 | val_loss: 0.0311838 | Time: 2003.51 ms [2021-05-05 04:55:45 main:581] : INFO : Epoch 2014 | loss: 0.0311676 | val_loss: 0.031183 | Time: 2012.83 ms [2021-05-05 04:55:47 main:581] : INFO : Epoch 2015 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 1993.5 ms [2021-05-05 04:55:49 main:581] : INFO : Epoch 2016 | loss: 0.031168 | val_loss: 0.0311868 | Time: 2015.88 ms [2021-05-05 04:55:51 main:581] : INFO : Epoch 2017 | loss: 0.0311709 | val_loss: 0.0311848 | Time: 2006.26 ms [2021-05-05 04:55:53 main:581] : INFO : Epoch 2018 | loss: 0.0311708 | val_loss: 0.031182 | Time: 1998.59 ms [2021-05-05 04:55:55 main:581] : INFO : Epoch 2019 | loss: 0.0311679 | val_loss: 0.0311821 | Time: 1976.82 ms [2021-05-05 04:55:57 main:581] : INFO : Epoch 2020 | loss: 0.0311677 | val_loss: 0.031183 | Time: 2044.06 ms [2021-05-05 04:55:59 main:581] : INFO : Epoch 2021 | loss: 0.0311676 | val_loss: 0.0311839 | Time: 1983.55 ms [2021-05-05 04:56:01 main:581] : INFO : Epoch 2022 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 1999.31 ms [2021-05-05 04:56:03 main:581] : INFO : Epoch 2023 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 2007.51 ms [2021-05-05 04:56:05 main:581] : INFO : Epoch 2024 | loss: 0.0311668 | val_loss: 0.0311822 | Time: 1993.59 ms [2021-05-05 04:56:07 main:581] : INFO : Epoch 2025 | loss: 0.031167 | val_loss: 0.0311847 | Time: 2000.6 ms [2021-05-05 04:56:09 main:581] : INFO : Epoch 2026 | loss: 0.0311706 | val_loss: 0.0311886 | Time: 1991.34 ms [2021-05-05 04:56:11 main:581] : INFO : Epoch 2027 | loss: 0.0311709 | val_loss: 0.0311881 | Time: 2043.74 ms [2021-05-05 04:56:13 main:581] : INFO : Epoch 2028 | loss: 0.0311695 | val_loss: 0.0311846 | Time: 1960.06 ms [2021-05-05 04:56:15 main:581] : INFO : Epoch 2029 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 1937.7 ms [2021-05-05 04:56:17 main:581] : INFO : Epoch 2030 | loss: 0.031167 | val_loss: 0.0311842 | Time: 2003.24 ms [2021-05-05 04:56:19 main:581] : INFO : Epoch 2031 | loss: 0.0311659 | val_loss: 0.0311838 | Time: 2082.17 ms [2021-05-05 04:56:21 main:581] : INFO : Epoch 2032 | loss: 0.0311666 | val_loss: 0.0311825 | Time: 2005.03 ms [2021-05-05 04:56:23 main:581] : INFO : Epoch 2033 | loss: 0.0311661 | val_loss: 0.0311829 | Time: 1976.96 ms [2021-05-05 04:56:25 main:581] : INFO : Epoch 2034 | loss: 0.0311667 | val_loss: 0.0311841 | Time: 1984.99 ms [2021-05-05 04:56:27 main:581] : INFO : Epoch 2035 | loss: 0.0311648 | val_loss: 0.0311834 | Time: 1986.23 ms [2021-05-05 04:56:29 main:581] : INFO : Epoch 2036 | loss: 0.0311646 | val_loss: 0.0311857 | Time: 1834.25 ms [2021-05-05 04:56:31 main:581] : INFO : Epoch 2037 | loss: 0.0311642 | val_loss: 0.0311829 | Time: 2007.36 ms [2021-05-05 04:56:33 main:581] : INFO : Epoch 2038 | loss: 0.0311643 | val_loss: 0.0311848 | Time: 2029.69 ms [2021-05-05 04:56:35 main:581] : INFO : Epoch 2039 | loss: 0.0311651 | val_loss: 0.0311848 | Time: 2005.79 ms [2021-05-05 04:56:37 main:581] : INFO : Epoch 2040 | loss: 0.0311646 | val_loss: 0.0311834 | Time: 1996.59 ms [2021-05-05 04:56:39 main:581] : INFO : Epoch 2041 | loss: 0.0311645 | val_loss: 0.0311847 | Time: 1993.09 ms [2021-05-05 04:56:41 main:581] : INFO : Epoch 2042 | loss: 0.0311635 | val_loss: 0.0311843 | Time: 2168.38 ms [2021-05-05 04:56:43 main:581] : INFO : Epoch 2043 | loss: 0.0311635 | val_loss: 0.0311844 | Time: 1945.21 ms [2021-05-05 04:56:45 main:581] : INFO : Epoch 2044 | loss: 0.0311645 | val_loss: 0.0311832 | Time: 2008.45 ms [2021-05-05 04:56:47 main:581] : INFO : Epoch 2045 | loss: 0.031164 | val_loss: 0.0311836 | Time: 1967.87 ms [2021-05-05 04:56:49 main:581] : INFO : Epoch 2046 | loss: 0.0311646 | val_loss: 0.0311934 | Time: 1997.27 ms [2021-05-05 04:56:51 main:581] : INFO : Epoch 2047 | loss: 0.0311675 | val_loss: 0.031195 | Time: 1995.81 ms [2021-05-05 04:56:53 main:581] : INFO : Epoch 2048 | loss: 0.0311673 | val_loss: 0.0311882 | Time: 1960.74 ms [2021-05-05 04:56:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311882 [2021-05-05 04:56:53 main:610] : INFO : Saving end state to config to file [2021-05-05 04:56:53 main:615] : INFO : Success, exiting.. 04:56:53 (3842751): 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)