Task 3745286
| Name | ParityModified-1611091378-462-2_0 |
| Workunit | 1924613 |
| Created | 20 Jan 2021, 20:00:36 UTC |
| Sent | 21 Jan 2021, 20:01:02 UTC |
| Report deadline | 28 Jan 2021, 20:01:02 UTC |
| Received | 21 Jan 2021, 22:16:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 7 min 42 sec |
| CPU time | 1 hours 4 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> poch 1542 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1940.44 ms [2021-01-21 12:58:29 main:574] : INFO : Epoch 1543 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 1955.84 ms [2021-01-21 12:58:31 main:574] : INFO : Epoch 1544 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1962.86 ms [2021-01-21 12:58:33 main:574] : INFO : Epoch 1545 | loss: 0.0311712 | val_loss: 0.0311844 | Time: 1933.27 ms [2021-01-21 12:58:35 main:574] : INFO : Epoch 1546 | loss: 0.0311766 | val_loss: 0.0311773 | Time: 1965.92 ms [2021-01-21 12:58:37 main:574] : INFO : Epoch 1547 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 1946.28 ms [2021-01-21 12:58:39 main:574] : INFO : Epoch 1548 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 1924.23 ms [2021-01-21 12:58:41 main:574] : INFO : Epoch 1549 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 1920.08 ms [2021-01-21 12:58:43 main:574] : INFO : Epoch 1550 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 2023.14 ms [2021-01-21 12:58:45 main:574] : INFO : Epoch 1551 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 2087.62 ms [2021-01-21 12:58:47 main:574] : INFO : Epoch 1552 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 1949.5 ms [2021-01-21 12:58:49 main:574] : INFO : Epoch 1553 | loss: 0.0311697 | val_loss: 0.0311757 | Time: 1891.69 ms [2021-01-21 12:58:51 main:574] : INFO : Epoch 1554 | loss: 0.0311731 | val_loss: 0.0311717 | Time: 1889.06 ms [2021-01-21 12:58:53 main:574] : INFO : Epoch 1555 | loss: 0.0311729 | val_loss: 0.0311703 | Time: 1885.11 ms [2021-01-21 12:58:55 main:574] : INFO : Epoch 1556 | loss: 0.0311666 | val_loss: 0.0311641 | Time: 1989.39 ms [2021-01-21 12:58:57 main:574] : INFO : Epoch 1557 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 2049.14 ms [2021-01-21 12:58:59 main:574] : INFO : Epoch 1558 | loss: 0.0311796 | val_loss: 0.0311752 | Time: 1875.54 ms [2021-01-21 12:59:01 main:574] : INFO : Epoch 1559 | loss: 0.0311772 | val_loss: 0.0311716 | Time: 1984.09 ms [2021-01-21 12:59:03 main:574] : INFO : Epoch 1560 | loss: 0.0311742 | val_loss: 0.0311708 | Time: 1997.08 ms [2021-01-21 12:59:05 main:574] : INFO : Epoch 1561 | loss: 0.0311708 | val_loss: 0.0311692 | Time: 2048.22 ms [2021-01-21 12:59:07 main:574] : INFO : Epoch 1562 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 1890.88 ms [2021-01-21 12:59:09 main:574] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.0311683 | Time: 1922.79 ms [2021-01-21 12:59:11 main:574] : INFO : Epoch 1564 | loss: 0.0311687 | val_loss: 0.0311674 | Time: 2096.9 ms [2021-01-21 12:59:13 main:574] : INFO : Epoch 1565 | loss: 0.0311685 | val_loss: 0.0311677 | Time: 1896.05 ms [2021-01-21 12:59:15 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311672 | Time: 1925.92 ms [2021-01-21 12:59:17 main:574] : INFO : Epoch 1567 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 2112.12 ms [2021-01-21 12:59:19 main:574] : INFO : Epoch 1568 | loss: 0.0311722 | val_loss: 0.0311683 | Time: 1944.59 ms [2021-01-21 12:59:21 main:574] : INFO : Epoch 1569 | loss: 0.0311721 | val_loss: 0.0311688 | Time: 1915.86 ms [2021-01-21 12:59:23 main:574] : INFO : Epoch 1570 | loss: 0.0311703 | val_loss: 0.0311706 | Time: 1990.7 ms [2021-01-21 12:59:25 main:574] : INFO : Epoch 1571 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 1983.28 ms [2021-01-21 12:59:27 main:574] : INFO : Epoch 1572 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 2011.6 ms [2021-01-21 12:59:29 main:574] : INFO : Epoch 1573 | loss: 0.0311712 | val_loss: 0.0311719 | Time: 1907.85 ms [2021-01-21 12:59:31 main:574] : INFO : Epoch 1574 | loss: 0.0311707 | val_loss: 0.0311701 | Time: 1925.84 ms [2021-01-21 12:59:33 main:574] : INFO : Epoch 1575 | loss: 0.0311704 | val_loss: 0.03117 | Time: 1898.62 ms [2021-01-21 12:59:35 main:574] : INFO : Epoch 1576 | loss: 0.0311691 | val_loss: 0.0311708 | Time: 1918.66 ms [2021-01-21 12:59:37 main:574] : INFO : Epoch 1577 | loss: 0.0311675 | val_loss: 0.0311699 | Time: 1950.76 ms [2021-01-21 12:59:39 main:574] : INFO : Epoch 1578 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 1926.52 ms [2021-01-21 12:59:41 main:574] : INFO : Epoch 1579 | loss: 0.0311689 | val_loss: 0.0311705 | Time: 1940.51 ms [2021-01-21 12:59:43 main:574] : INFO : Epoch 1580 | loss: 0.0311677 | val_loss: 0.0311676 | Time: 2129.77 ms [2021-01-21 12:59:45 main:574] : INFO : Epoch 1581 | loss: 0.0311652 | val_loss: 0.0311665 | Time: 1939.73 ms [2021-01-21 12:59:47 main:574] : INFO : Epoch 1582 | loss: 0.0311638 | val_loss: 0.0311671 | Time: 1906.63 ms [2021-01-21 12:59:49 main:574] : INFO : Epoch 1583 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 2031.71 ms [2021-01-21 12:59:51 main:574] : INFO : Epoch 1584 | loss: 0.0311638 | val_loss: 0.0311671 | Time: 2026.56 ms [2021-01-21 12:59:53 main:574] : INFO : Epoch 1585 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 2064.01 ms [2021-01-21 12:59:55 main:574] : INFO : Epoch 1586 | loss: 0.0311689 | val_loss: 0.0311692 | Time: 2019.96 ms [2021-01-21 12:59:57 main:574] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311692 | Time: 2138.72 ms [2021-01-21 12:59:59 main:574] : INFO : Epoch 1588 | loss: 0.0311652 | val_loss: 0.031166 | Time: 1951.17 ms [2021-01-21 13:00:01 main:574] : INFO : Epoch 1589 | loss: 0.0311646 | val_loss: 0.0311641 | Time: 1953.46 ms [2021-01-21 13:00:03 main:574] : INFO : Epoch 1590 | loss: 0.0311627 | val_loss: 0.0311631 | Time: 1957.03 ms [2021-01-21 13:00:05 main:574] : INFO : Epoch 1591 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 1980.55 ms [2021-01-21 13:00:07 main:574] : INFO : Epoch 1592 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 1914.17 ms [2021-01-21 13:00:09 main:574] : INFO : Epoch 1593 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 1899.31 ms [2021-01-21 13:00:11 main:574] : INFO : Epoch 1594 | loss: 0.0311621 | val_loss: 0.0311645 | Time: 1926.39 ms [2021-01-21 13:00:13 main:574] : INFO : Epoch 1595 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 2043.59 ms [2021-01-21 13:00:15 main:574] : INFO : Epoch 1596 | loss: 0.0311595 | val_loss: 0.0311641 | Time: 1935.94 ms [2021-01-21 13:00:17 main:574] : INFO : Epoch 1597 | loss: 0.0311592 | val_loss: 0.0311626 | Time: 2027.55 ms [2021-01-21 13:00:19 main:574] : INFO : Epoch 1598 | loss: 0.0311596 | val_loss: 0.0311645 | Time: 1999.28 ms [2021-01-21 13:00:21 main:574] : INFO : Epoch 1599 | loss: 0.0311576 | val_loss: 0.0311637 | Time: 1980.67 ms [2021-01-21 13:00:23 main:574] : INFO : Epoch 1600 | loss: 0.031159 | val_loss: 0.0311607 | Time: 1936.46 ms [2021-01-21 13:00:25 main:574] : INFO : Epoch 1601 | loss: 0.0311566 | val_loss: 0.0311635 | Time: 1993.63 ms [2021-01-21 13:00:27 main:574] : INFO : Epoch 1602 | loss: 0.0311574 | val_loss: 0.03116 | Time: 2004.29 ms [2021-01-21 13:00:29 main:574] : INFO : Epoch 1603 | loss: 0.0311567 | val_loss: 0.0311616 | Time: 2011.6 ms [2021-01-21 13:00:31 main:574] : INFO : Epoch 1604 | loss: 0.0311561 | val_loss: 0.031161 | Time: 1906.02 ms [2021-01-21 13:00:33 main:574] : INFO : Epoch 1605 | loss: 0.0311561 | val_loss: 0.0311611 | Time: 1935.32 ms [2021-01-21 13:00:35 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311622 | Time: 1892.36 ms [2021-01-21 13:00:37 main:574] : INFO : Epoch 1607 | loss: 0.0311543 | val_loss: 0.0311609 | Time: 1949.23 ms [2021-01-21 13:00:39 main:574] : INFO : Epoch 1608 | loss: 0.0311549 | val_loss: 0.0311598 | Time: 1884.69 ms [2021-01-21 13:00:41 main:574] : INFO : Epoch 1609 | loss: 0.031154 | val_loss: 0.03116 | Time: 2028.16 ms [2021-01-21 13:00:43 main:574] : INFO : Epoch 1610 | loss: 0.0311528 | val_loss: 0.0311621 | Time: 2017.12 ms [2021-01-21 13:00:45 main:574] : INFO : Epoch 1611 | loss: 0.0311536 | val_loss: 0.0311597 | Time: 1891.1 ms [2021-01-21 13:00:47 main:574] : INFO : Epoch 1612 | loss: 0.0311541 | val_loss: 0.0311606 | Time: 1913.37 ms [2021-01-21 13:00:49 main:574] : INFO : Epoch 1613 | loss: 0.0311549 | val_loss: 0.0311615 | Time: 1916.14 ms [2021-01-21 13:00:51 main:574] : INFO : Epoch 1614 | loss: 0.0311567 | val_loss: 0.0311625 | Time: 1999.15 ms [2021-01-21 13:00:53 main:574] : INFO : Epoch 1615 | loss: 0.031152 | val_loss: 0.0311592 | Time: 1983.11 ms [2021-01-21 13:00:55 main:574] : INFO : Epoch 1616 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 2040.1 ms [2021-01-21 13:00:57 main:574] : INFO : Epoch 1617 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 1923.1 ms [2021-01-21 13:00:59 main:574] : INFO : Epoch 1618 | loss: 0.0311595 | val_loss: 0.0311623 | Time: 1956.47 ms [2021-01-21 13:01:01 main:574] : INFO : Epoch 1619 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 2010.2 ms [2021-01-21 13:01:03 main:574] : INFO : Epoch 1620 | loss: 0.0311587 | val_loss: 0.0311609 | Time: 1923.42 ms [2021-01-21 13:01:05 main:574] : INFO : Epoch 1621 | loss: 0.0311568 | val_loss: 0.0311602 | Time: 1989.67 ms [2021-01-21 13:01:07 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1955.93 ms [2021-01-21 13:01:09 main:574] : INFO : Epoch 1623 | loss: 0.0311598 | val_loss: 0.0311643 | Time: 1871.7 ms [2021-01-21 13:01:11 main:574] : INFO : Epoch 1624 | loss: 0.0311584 | val_loss: 0.031165 | Time: 2017.73 ms [2021-01-21 13:01:13 main:574] : INFO : Epoch 1625 | loss: 0.031161 | val_loss: 0.0311658 | Time: 1883.15 ms [2021-01-21 13:01:15 main:574] : INFO : Epoch 1626 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 1918.49 ms [2021-01-21 13:01:17 main:574] : INFO : Epoch 1627 | loss: 0.0311724 | val_loss: 0.0311698 | Time: 1911.85 ms [2021-01-21 13:01:19 main:574] : INFO : Epoch 1628 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 2056.39 ms [2021-01-21 13:01:21 main:574] : INFO : Epoch 1629 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 1923.95 ms [2021-01-21 13:01:23 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311704 | Time: 1896.4 ms [2021-01-21 13:01:24 main:574] : INFO : Epoch 1631 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1904.48 ms [2021-01-21 13:01:26 main:574] : INFO : Epoch 1632 | loss: 0.0311732 | val_loss: 0.0311721 | Time: 1901.74 ms [2021-01-21 13:01:28 main:574] : INFO : Epoch 1633 | loss: 0.0311692 | val_loss: 0.0311696 | Time: 1926.4 ms [2021-01-21 13:01:30 main:574] : INFO : Epoch 1634 | loss: 0.0311686 | val_loss: 0.0311684 | Time: 1932.13 ms [2021-01-21 13:01:32 main:574] : INFO : Epoch 1635 | loss: 0.0311671 | val_loss: 0.03117 | Time: 2032.89 ms [2021-01-21 13:01:34 main:574] : INFO : Epoch 1636 | loss: 0.0311675 | val_loss: 0.0311685 | Time: 1923.34 ms [2021-01-21 13:01:36 main:574] : INFO : Epoch 1637 | loss: 0.031167 | val_loss: 0.0311682 | Time: 2020.62 ms [2021-01-21 13:01:38 main:574] : INFO : Epoch 1638 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 1890.44 ms [2021-01-21 13:01:40 main:574] : INFO : Epoch 1639 | loss: 0.0311654 | val_loss: 0.0311715 | Time: 1891.15 ms [2021-01-21 13:01:42 main:574] : INFO : Epoch 1640 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 1918.66 ms [2021-01-21 13:01:44 main:574] : INFO : Epoch 1641 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 1925.91 ms [2021-01-21 13:01:46 main:574] : INFO : Epoch 1642 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 1958.33 ms [2021-01-21 13:01:48 main:574] : INFO : Epoch 1643 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1897.13 ms [2021-01-21 13:01:50 main:574] : INFO : Epoch 1644 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 1935.38 ms [2021-01-21 13:01:52 main:574] : INFO : Epoch 1645 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 1901.77 ms [2021-01-21 13:01:54 main:574] : INFO : Epoch 1646 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 1870.31 ms [2021-01-21 13:01:56 main:574] : INFO : Epoch 1647 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 1999.05 ms [2021-01-21 13:01:58 main:574] : INFO : Epoch 1648 | loss: 0.0311604 | val_loss: 0.0311645 | Time: 1944.17 ms [2021-01-21 13:02:00 main:574] : INFO : Epoch 1649 | loss: 0.03116 | val_loss: 0.0311638 | Time: 1868.5 ms [2021-01-21 13:02:02 main:574] : INFO : Epoch 1650 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 1964.8 ms [2021-01-21 13:02:04 main:574] : INFO : Epoch 1651 | loss: 0.0311589 | val_loss: 0.031164 | Time: 1977.11 ms [2021-01-21 13:02:06 main:574] : INFO : Epoch 1652 | loss: 0.031158 | val_loss: 0.0311663 | Time: 2003.71 ms [2021-01-21 13:02:08 main:574] : INFO : Epoch 1653 | loss: 0.0311572 | val_loss: 0.0311628 | Time: 2059.3 ms [2021-01-21 13:02:10 main:574] : INFO : Epoch 1654 | loss: 0.0311555 | val_loss: 0.0311639 | Time: 2006.71 ms [2021-01-21 13:02:12 main:574] : INFO : Epoch 1655 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 1877.14 ms [2021-01-21 13:02:14 main:574] : INFO : Epoch 1656 | loss: 0.0311568 | val_loss: 0.0311665 | Time: 2016.67 ms [2021-01-21 13:02:16 main:574] : INFO : Epoch 1657 | loss: 0.031157 | val_loss: 0.0311643 | Time: 1956.04 ms [2021-01-21 13:02:18 main:574] : INFO : Epoch 1658 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 1912.3 ms [2021-01-21 13:02:20 main:574] : INFO : Epoch 1659 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 1987.6 ms [2021-01-21 13:02:22 main:574] : INFO : Epoch 1660 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 1982.09 ms [2021-01-21 13:02:24 main:574] : INFO : Epoch 1661 | loss: 0.0311553 | val_loss: 0.0311659 | Time: 1921.69 ms [2021-01-21 13:02:26 main:574] : INFO : Epoch 1662 | loss: 0.0311597 | val_loss: 0.0311634 | Time: 1931.2 ms [2021-01-21 13:02:28 main:574] : INFO : Epoch 1663 | loss: 0.0311605 | val_loss: 0.0311636 | Time: 1953.35 ms [2021-01-21 13:02:30 main:574] : INFO : Epoch 1664 | loss: 0.0311587 | val_loss: 0.0311648 | Time: 1910.56 ms [2021-01-21 13:02:32 main:574] : INFO : Epoch 1665 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 1873.14 ms [2021-01-21 13:02:34 main:574] : INFO : Epoch 1666 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 1988.52 ms [2021-01-21 13:02:36 main:574] : INFO : Epoch 1667 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2002.65 ms [2021-01-21 13:02:38 main:574] : INFO : Epoch 1668 | loss: 0.0311588 | val_loss: 0.0311641 | Time: 1997.64 ms [2021-01-21 13:02:40 main:574] : INFO : Epoch 1669 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 1956.54 ms [2021-01-21 13:02:42 main:574] : INFO : Epoch 1670 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 1973.94 ms [2021-01-21 13:02:44 main:574] : INFO : Epoch 1671 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 1907.18 ms [2021-01-21 13:02:45 main:574] : INFO : Epoch 1672 | loss: 0.0311555 | val_loss: 0.0311633 | Time: 1938.98 ms [2021-01-21 13:02:47 main:574] : INFO : Epoch 1673 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 1878.56 ms [2021-01-21 13:02:49 main:574] : INFO : Epoch 1674 | loss: 0.031157 | val_loss: 0.0311651 | Time: 1973.31 ms [2021-01-21 13:02:51 main:574] : INFO : Epoch 1675 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 1883.44 ms [2021-01-21 13:02:53 main:574] : INFO : Epoch 1676 | loss: 0.0311648 | val_loss: 0.031173 | Time: 2036.05 ms [2021-01-21 13:02:55 main:574] : INFO : Epoch 1677 | loss: 0.0311595 | val_loss: 0.0311646 | Time: 1973.37 ms [2021-01-21 13:02:57 main:574] : INFO : Epoch 1678 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 1968 ms [2021-01-21 13:02:59 main:574] : INFO : Epoch 1679 | loss: 0.0311539 | val_loss: 0.0311634 | Time: 1941.22 ms [2021-01-21 13:03:01 main:574] : INFO : Epoch 1680 | loss: 0.0311516 | val_loss: 0.0311628 | Time: 1940.94 ms [2021-01-21 13:03:03 main:574] : INFO : Epoch 1681 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 2014.04 ms [2021-01-21 13:03:05 main:574] : INFO : Epoch 1682 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 1984.32 ms [2021-01-21 13:03:07 main:574] : INFO : Epoch 1683 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 2027.59 ms [2021-01-21 13:03:09 main:574] : INFO : Epoch 1684 | loss: 0.0311514 | val_loss: 0.0311625 | Time: 1923.15 ms [2021-01-21 13:03:11 main:574] : INFO : Epoch 1685 | loss: 0.0311503 | val_loss: 0.0311652 | Time: 1903.88 ms [2021-01-21 13:03:13 main:574] : INFO : Epoch 1686 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 1899.31 ms [2021-01-21 13:03:15 main:574] : INFO : Epoch 1687 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 2120.57 ms [2021-01-21 13:03:17 main:574] : INFO : Epoch 1688 | loss: 0.031159 | val_loss: 0.0311729 | Time: 1997.95 ms [2021-01-21 13:03:19 main:574] : INFO : Epoch 1689 | loss: 0.0311609 | val_loss: 0.0311635 | Time: 1968.31 ms [2021-01-21 13:03:21 main:574] : INFO : Epoch 1690 | loss: 0.0311578 | val_loss: 0.0311646 | Time: 2005.76 ms [2021-01-21 13:03:23 main:574] : INFO : Epoch 1691 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 1915.21 ms [2021-01-21 13:03:25 main:574] : INFO : Epoch 1692 | loss: 0.0311607 | val_loss: 0.0311638 | Time: 1892.12 ms [2021-01-21 13:03:27 main:574] : INFO : Epoch 1693 | loss: 0.0311591 | val_loss: 0.0311647 | Time: 1936.56 ms [2021-01-21 13:03:29 main:574] : INFO : Epoch 1694 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 1926.67 ms [2021-01-21 13:03:31 main:574] : INFO : Epoch 1695 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1910.39 ms [2021-01-21 13:03:33 main:574] : INFO : Epoch 1696 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 1950.52 ms [2021-01-21 13:03:35 main:574] : INFO : Epoch 1697 | loss: 0.0311534 | val_loss: 0.0311659 | Time: 1930.56 ms [2021-01-21 13:03:37 main:574] : INFO : Epoch 1698 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 2009.38 ms [2021-01-21 13:03:39 main:574] : INFO : Epoch 1699 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 1938 ms [2021-01-21 13:03:41 main:574] : INFO : Epoch 1700 | loss: 0.0311567 | val_loss: 0.0311626 | Time: 2027.78 ms [2021-01-21 13:03:43 main:574] : INFO : Epoch 1701 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 1996.94 ms [2021-01-21 13:03:45 main:574] : INFO : Epoch 1702 | loss: 0.0311549 | val_loss: 0.0311608 | Time: 2009.34 ms [2021-01-21 13:03:47 main:574] : INFO : Epoch 1703 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 1914.91 ms [2021-01-21 13:03:49 main:574] : INFO : Epoch 1704 | loss: 0.031157 | val_loss: 0.031163 | Time: 2005.68 ms [2021-01-21 13:03:51 main:574] : INFO : Epoch 1705 | loss: 0.0311537 | val_loss: 0.0311635 | Time: 1872.03 ms [2021-01-21 13:03:53 main:574] : INFO : Epoch 1706 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 1915.77 ms [2021-01-21 13:03:55 main:574] : INFO : Epoch 1707 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 1896.03 ms [2021-01-21 13:03:57 main:574] : INFO : Epoch 1708 | loss: 0.0311537 | val_loss: 0.0311615 | Time: 2118.47 ms [2021-01-21 13:03:59 main:574] : INFO : Epoch 1709 | loss: 0.0311514 | val_loss: 0.031163 | Time: 2035.65 ms [2021-01-21 13:04:01 main:574] : INFO : Epoch 1710 | loss: 0.0311513 | val_loss: 0.0311659 | Time: 2124.61 ms [2021-01-21 13:04:03 main:574] : INFO : Epoch 1711 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 1998.14 ms [2021-01-21 13:04:05 main:574] : INFO : Epoch 1712 | loss: 0.0311517 | val_loss: 0.0311671 | Time: 1906.51 ms [2021-01-21 13:04:07 main:574] : INFO : Epoch 1713 | loss: 0.0311527 | val_loss: 0.0311654 | Time: 1919.86 ms [2021-01-21 13:04:09 main:574] : INFO : Epoch 1714 | loss: 0.0311522 | val_loss: 0.0311655 | Time: 2080.18 ms [2021-01-21 13:04:11 main:574] : INFO : Epoch 1715 | loss: 0.031152 | val_loss: 0.0311656 | Time: 1957.14 ms [2021-01-21 13:04:13 main:574] : INFO : Epoch 1716 | loss: 0.0311509 | val_loss: 0.0311667 | Time: 1904.22 ms [2021-01-21 13:04:15 main:574] : INFO : Epoch 1717 | loss: 0.0311518 | val_loss: 0.0311675 | Time: 2031.38 ms [2021-01-21 13:04:17 main:574] : INFO : Epoch 1718 | loss: 0.0311505 | val_loss: 0.0311638 | Time: 1957.1 ms [2021-01-21 13:04:19 main:574] : INFO : Epoch 1719 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 1963.75 ms [2021-01-21 13:04:21 main:574] : INFO : Epoch 1720 | loss: 0.0311486 | val_loss: 0.031163 | Time: 1888.6 ms [2021-01-21 13:04:23 main:574] : INFO : Epoch 1721 | loss: 0.0311477 | val_loss: 0.0311641 | Time: 1960.1 ms [2021-01-21 13:04:25 main:574] : INFO : Epoch 1722 | loss: 0.0311536 | val_loss: 0.0311703 | Time: 1886.18 ms [2021-01-21 13:04:27 main:574] : INFO : Epoch 1723 | loss: 0.0311706 | val_loss: 0.031175 | Time: 1973.81 ms [2021-01-21 13:04:29 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 1907.38 ms [2021-01-21 13:04:31 main:574] : INFO : Epoch 1725 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 2027.38 ms [2021-01-21 13:04:33 main:574] : INFO : Epoch 1726 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 2027.55 ms [2021-01-21 13:04:35 main:574] : INFO : Epoch 1727 | loss: 0.0311657 | val_loss: 0.0311712 | Time: 2036.92 ms [2021-01-21 13:04:37 main:574] : INFO : Epoch 1728 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2056.74 ms [2021-01-21 13:04:39 main:574] : INFO : Epoch 1729 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 1907.76 ms [2021-01-21 13:04:41 main:574] : INFO : Epoch 1730 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 1975.48 ms [2021-01-21 13:04:43 main:574] : INFO : Epoch 1731 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 1929.85 ms [2021-01-21 13:04:45 main:574] : INFO : Epoch 1732 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 2018.29 ms [2021-01-21 13:04:47 main:574] : INFO : Epoch 1733 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 1992.15 ms [2021-01-21 13:04:49 main:574] : INFO : Epoch 1734 | loss: 0.0311602 | val_loss: 0.0311715 | Time: 1885.64 ms [2021-01-21 13:04:51 main:574] : INFO : Epoch 1735 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 1927.7 ms [2021-01-21 13:04:53 main:574] : INFO : Epoch 1736 | loss: 0.0311573 | val_loss: 0.0311669 | Time: 1983.61 ms [2021-01-21 13:04:55 main:574] : INFO : Epoch 1737 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 1916.67 ms [2021-01-21 13:04:57 main:574] : INFO : Epoch 1738 | loss: 0.0311548 | val_loss: 0.0311661 | Time: 1902.96 ms [2021-01-21 13:04:59 main:574] : INFO : Epoch 1739 | loss: 0.031154 | val_loss: 0.0311678 | Time: 1894.6 ms [2021-01-21 13:05:01 main:574] : INFO : Epoch 1740 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 2030.44 ms [2021-01-21 13:05:03 main:574] : INFO : Epoch 1741 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 1918.33 ms [2021-01-21 13:05:05 main:574] : INFO : Epoch 1742 | loss: 0.0311546 | val_loss: 0.0311648 | Time: 2013.94 ms [2021-01-21 13:05:07 main:574] : INFO : Epoch 1743 | loss: 0.0311559 | val_loss: 0.0311655 | Time: 1984.87 ms [2021-01-21 13:05:09 main:574] : INFO : Epoch 1744 | loss: 0.0311538 | val_loss: 0.0311653 | Time: 1910.9 ms [2021-01-21 13:05:11 main:574] : INFO : Epoch 1745 | loss: 0.0311544 | val_loss: 0.031167 | Time: 2069.24 ms [2021-01-21 13:05:13 main:574] : INFO : Epoch 1746 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 1971.81 ms [2021-01-21 13:05:15 main:574] : INFO : Epoch 1747 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 1872.68 ms [2021-01-21 13:05:17 main:574] : INFO : Epoch 1748 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 1929.94 ms [2021-01-21 13:05:19 main:574] : INFO : Epoch 1749 | loss: 0.0311551 | val_loss: 0.0311668 | Time: 1994.52 ms [2021-01-21 13:05:21 main:574] : INFO : Epoch 1750 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 1882.62 ms [2021-01-21 13:05:23 main:574] : INFO : Epoch 1751 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 1912.93 ms [2021-01-21 13:05:25 main:574] : INFO : Epoch 1752 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 1994.28 ms [2021-01-21 13:05:27 main:574] : INFO : Epoch 1753 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 2082.87 ms [2021-01-21 13:05:29 main:574] : INFO : Epoch 1754 | loss: 0.0311539 | val_loss: 0.0311667 | Time: 1908.35 ms [2021-01-21 13:05:31 main:574] : INFO : Epoch 1755 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1975.02 ms [2021-01-21 13:05:33 main:574] : INFO : Epoch 1756 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 1940.78 ms [2021-01-21 13:05:35 main:574] : INFO : Epoch 1757 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 1898.01 ms [2021-01-21 13:05:37 main:574] : INFO : Epoch 1758 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1903.83 ms [2021-01-21 13:05:39 main:574] : INFO : Epoch 1759 | loss: 0.031152 | val_loss: 0.0311706 | Time: 2077.81 ms [2021-01-21 13:05:41 main:574] : INFO : Epoch 1760 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 1977.69 ms [2021-01-21 13:05:43 main:574] : INFO : Epoch 1761 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 1908.52 ms [2021-01-21 13:05:45 main:574] : INFO : Epoch 1762 | loss: 0.031156 | val_loss: 0.0311662 | Time: 2084.41 ms [2021-01-21 13:05:47 main:574] : INFO : Epoch 1763 | loss: 0.031155 | val_loss: 0.0311675 | Time: 1896.1 ms [2021-01-21 13:05:49 main:574] : INFO : Epoch 1764 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2093.5 ms [2021-01-21 13:05:51 main:574] : INFO : Epoch 1765 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 2015.33 ms [2021-01-21 13:05:53 main:574] : INFO : Epoch 1766 | loss: 0.0311542 | val_loss: 0.031169 | Time: 1905.38 ms [2021-01-21 13:05:55 main:574] : INFO : Epoch 1767 | loss: 0.0311532 | val_loss: 0.0311678 | Time: 1977.99 ms [2021-01-21 13:05:57 main:574] : INFO : Epoch 1768 | loss: 0.0311528 | val_loss: 0.0311701 | Time: 2002.1 ms [2021-01-21 13:05:59 main:574] : INFO : Epoch 1769 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1913.22 ms [2021-01-21 13:06:01 main:574] : INFO : Epoch 1770 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 2098.06 ms [2021-01-21 13:06:03 main:574] : INFO : Epoch 1771 | loss: 0.031152 | val_loss: 0.0311652 | Time: 1896.26 ms [2021-01-21 13:06:05 main:574] : INFO : Epoch 1772 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 1931.49 ms [2021-01-21 13:06:07 main:574] : INFO : Epoch 1773 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2069.66 ms [2021-01-21 13:06:09 main:574] : INFO : Epoch 1774 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 1914.23 ms [2021-01-21 13:06:11 main:574] : INFO : Epoch 1775 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 1921.47 ms [2021-01-21 13:06:13 main:574] : INFO : Epoch 1776 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 1957.82 ms [2021-01-21 13:06:15 main:574] : INFO : Epoch 1777 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 2087.55 ms [2021-01-21 13:06:17 main:574] : INFO : Epoch 1778 | loss: 0.0311524 | val_loss: 0.031165 | Time: 1918.31 ms [2021-01-21 13:06:19 main:574] : INFO : Epoch 1779 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1887.01 ms [2021-01-21 13:06:21 main:574] : INFO : Epoch 1780 | loss: 0.0311543 | val_loss: 0.031163 | Time: 2007.04 ms [2021-01-21 13:06:23 main:574] : INFO : Epoch 1781 | loss: 0.0311553 | val_loss: 0.0311638 | Time: 1927.21 ms [2021-01-21 13:06:25 main:574] : INFO : Epoch 1782 | loss: 0.0311525 | val_loss: 0.0311606 | Time: 1904.52 ms [2021-01-21 13:06:27 main:574] : INFO : Epoch 1783 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 2032.54 ms [2021-01-21 13:06:29 main:574] : INFO : Epoch 1784 | loss: 0.0311535 | val_loss: 0.031166 | Time: 1948.01 ms [2021-01-21 13:06:31 main:574] : INFO : Epoch 1785 | loss: 0.0311533 | val_loss: 0.0311621 | Time: 1867.12 ms [2021-01-21 13:06:33 main:574] : INFO : Epoch 1786 | loss: 0.0311524 | val_loss: 0.0311633 | Time: 2022.95 ms [2021-01-21 13:06:35 main:574] : INFO : Epoch 1787 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1926.9 ms [2021-01-21 13:06:37 main:574] : INFO : Epoch 1788 | loss: 0.0311535 | val_loss: 0.031162 | Time: 1949.8 ms [2021-01-21 13:06:39 main:574] : INFO : Epoch 1789 | loss: 0.0311528 | val_loss: 0.0311598 | Time: 1904.45 ms [2021-01-21 13:06:41 main:574] : INFO : Epoch 1790 | loss: 0.0311501 | val_loss: 0.0311642 | Time: 1939.19 ms [2021-01-21 13:06:43 main:574] : INFO : Epoch 1791 | loss: 0.0311495 | val_loss: 0.0311671 | Time: 1931.62 ms [2021-01-21 13:06:44 main:574] : INFO : Epoch 1792 | loss: 0.0311494 | val_loss: 0.031162 | Time: 1895.99 ms [2021-01-21 13:06:46 main:574] : INFO : Epoch 1793 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 1919.6 ms [2021-01-21 13:06:48 main:574] : INFO : Epoch 1794 | loss: 0.0311472 | val_loss: 0.0311658 | Time: 1910.89 ms [2021-01-21 13:06:50 main:574] : INFO : Epoch 1795 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 1936.37 ms [2021-01-21 13:06:52 main:574] : INFO : Epoch 1796 | loss: 0.0311486 | val_loss: 0.0311649 | Time: 2005.34 ms [2021-01-21 13:06:54 main:574] : INFO : Epoch 1797 | loss: 0.0311479 | val_loss: 0.0311631 | Time: 1900.87 ms [2021-01-21 13:06:56 main:574] : INFO : Epoch 1798 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 2025.9 ms [2021-01-21 13:06:58 main:574] : INFO : Epoch 1799 | loss: 0.0311477 | val_loss: 0.0311632 | Time: 2009.77 ms [2021-01-21 13:07:00 main:574] : INFO : Epoch 1800 | loss: 0.0311484 | val_loss: 0.0311595 | Time: 2072.03 ms [2021-01-21 13:07:02 main:574] : INFO : Epoch 1801 | loss: 0.0311477 | val_loss: 0.0311592 | Time: 1947.1 ms [2021-01-21 13:07:04 main:574] : INFO : Epoch 1802 | loss: 0.031147 | val_loss: 0.031161 | Time: 2019.29 ms [2021-01-21 13:07:06 main:574] : INFO : Epoch 1803 | loss: 0.0311524 | val_loss: 0.0311632 | Time: 1972.13 ms [2021-01-21 13:07:08 main:574] : INFO : Epoch 1804 | loss: 0.0311541 | val_loss: 0.0311613 | Time: 2003.95 ms [2021-01-21 13:07:11 main:574] : INFO : Epoch 1805 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 2050.24 ms [2021-01-21 13:07:13 main:574] : INFO : Epoch 1806 | loss: 0.0311526 | val_loss: 0.0311617 | Time: 2006.11 ms [2021-01-21 13:07:15 main:574] : INFO : Epoch 1807 | loss: 0.031152 | val_loss: 0.0311657 | Time: 1974.01 ms [2021-01-21 13:07:17 main:574] : INFO : Epoch 1808 | loss: 0.0311515 | val_loss: 0.0311628 | Time: 1932.43 ms [2021-01-21 13:07:18 main:574] : INFO : Epoch 1809 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 1893.1 ms [2021-01-21 13:07:21 main:574] : INFO : Epoch 1810 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 2014.85 ms [2021-01-21 13:07:23 main:574] : INFO : Epoch 1811 | loss: 0.0311529 | val_loss: 0.0311668 | Time: 2003.6 ms [2021-01-21 13:07:25 main:574] : INFO : Epoch 1812 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1928.78 ms [2021-01-21 13:07:26 main:574] : INFO : Epoch 1813 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 1917.46 ms [2021-01-21 13:07:28 main:574] : INFO : Epoch 1814 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1927.83 ms [2021-01-21 13:07:30 main:574] : INFO : Epoch 1815 | loss: 0.0311482 | val_loss: 0.0311664 | Time: 1938.35 ms [2021-01-21 13:07:32 main:574] : INFO : Epoch 1816 | loss: 0.0311473 | val_loss: 0.0311656 | Time: 1865.81 ms [2021-01-21 13:07:34 main:574] : INFO : Epoch 1817 | loss: 0.0311465 | val_loss: 0.0311658 | Time: 1925.22 ms [2021-01-21 13:07:36 main:574] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.0311634 | Time: 1970.79 ms [2021-01-21 13:07:38 main:574] : INFO : Epoch 1819 | loss: 0.0311473 | val_loss: 0.0311666 | Time: 1919.81 ms [2021-01-21 13:07:40 main:574] : INFO : Epoch 1820 | loss: 0.031146 | val_loss: 0.0311632 | Time: 2018.87 ms [2021-01-21 13:07:42 main:574] : INFO : Epoch 1821 | loss: 0.0311482 | val_loss: 0.0311612 | Time: 1894.35 ms [2021-01-21 13:07:44 main:574] : INFO : Epoch 1822 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 1895.7 ms [2021-01-21 13:07:46 main:574] : INFO : Epoch 1823 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 1997.35 ms [2021-01-21 13:07:48 main:574] : INFO : Epoch 1824 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 2009.15 ms [2021-01-21 13:07:50 main:574] : INFO : Epoch 1825 | loss: 0.0311481 | val_loss: 0.0311616 | Time: 1936.87 ms [2021-01-21 13:07:52 main:574] : INFO : Epoch 1826 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 2072.25 ms [2021-01-21 13:07:54 main:574] : INFO : Epoch 1827 | loss: 0.0311518 | val_loss: 0.0311637 | Time: 1962.1 ms [2021-01-21 13:07:56 main:574] : INFO : Epoch 1828 | loss: 0.0311481 | val_loss: 0.0311602 | Time: 1948.95 ms [2021-01-21 13:07:58 main:574] : INFO : Epoch 1829 | loss: 0.0311474 | val_loss: 0.0311608 | Time: 1892.19 ms [2021-01-21 13:08:00 main:574] : INFO : Epoch 1830 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 1923.71 ms [2021-01-21 13:08:02 main:574] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311608 | Time: 1923.29 ms [2021-01-21 13:08:04 main:574] : INFO : Epoch 1832 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 1972.91 ms [2021-01-21 13:08:06 main:574] : INFO : Epoch 1833 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 1933.31 ms [2021-01-21 13:08:08 main:574] : INFO : Epoch 1834 | loss: 0.0311452 | val_loss: 0.0311669 | Time: 1924.43 ms [2021-01-21 13:08:10 main:574] : INFO : Epoch 1835 | loss: 0.0311469 | val_loss: 0.03116 | Time: 1999.97 ms [2021-01-21 13:08:12 main:574] : INFO : Epoch 1836 | loss: 0.0311448 | val_loss: 0.0311615 | Time: 1987.93 ms [2021-01-21 13:08:14 main:574] : INFO : Epoch 1837 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 1936.37 ms [2021-01-21 13:08:16 main:574] : INFO : Epoch 1838 | loss: 0.031144 | val_loss: 0.0311603 | Time: 1917.68 ms [2021-01-21 13:08:18 main:574] : INFO : Epoch 1839 | loss: 0.0311435 | val_loss: 0.031157 | Time: 1938.77 ms [2021-01-21 13:08:20 main:574] : INFO : Epoch 1840 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 1903.82 ms [2021-01-21 13:08:22 main:574] : INFO : Epoch 1841 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 1894.14 ms [2021-01-21 13:08:24 main:574] : INFO : Epoch 1842 | loss: 0.0311473 | val_loss: 0.0311593 | Time: 1980.66 ms [2021-01-21 13:08:26 main:574] : INFO : Epoch 1843 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 1961.23 ms [2021-01-21 13:08:28 main:574] : INFO : Epoch 1844 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1880.84 ms [2021-01-21 13:08:29 main:574] : INFO : Epoch 1845 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 1894.68 ms [2021-01-21 13:08:32 main:574] : INFO : Epoch 1846 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 1998.82 ms [2021-01-21 13:08:34 main:574] : INFO : Epoch 1847 | loss: 0.0311435 | val_loss: 0.0311591 | Time: 1958.07 ms [2021-01-21 13:08:35 main:574] : INFO : Epoch 1848 | loss: 0.0311432 | val_loss: 0.0311598 | Time: 1934.99 ms [2021-01-21 13:08:37 main:574] : INFO : Epoch 1849 | loss: 0.0311425 | val_loss: 0.0311596 | Time: 1877.19 ms [2021-01-21 13:08:39 main:574] : INFO : Epoch 1850 | loss: 0.0311466 | val_loss: 0.031161 | Time: 1891.9 ms [2021-01-21 13:08:41 main:574] : INFO : Epoch 1851 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 2101.3 ms [2021-01-21 13:08:43 main:574] : INFO : Epoch 1852 | loss: 0.0311548 | val_loss: 0.0311601 | Time: 1889.07 ms [2021-01-21 13:08:45 main:574] : INFO : Epoch 1853 | loss: 0.0311535 | val_loss: 0.0311579 | Time: 1993.77 ms [2021-01-21 13:08:47 main:574] : INFO : Epoch 1854 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 1956.08 ms [2021-01-21 13:08:49 main:574] : INFO : Epoch 1855 | loss: 0.0311474 | val_loss: 0.0311583 | Time: 1880.29 ms [2021-01-21 13:08:51 main:574] : INFO : Epoch 1856 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 1883.97 ms [2021-01-21 13:08:53 main:574] : INFO : Epoch 1857 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 2004.54 ms [2021-01-21 13:08:55 main:574] : INFO : Epoch 1858 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 2023.88 ms [2021-01-21 13:08:57 main:574] : INFO : Epoch 1859 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 1947.22 ms [2021-01-21 13:08:59 main:574] : INFO : Epoch 1860 | loss: 0.0311466 | val_loss: 0.0311588 | Time: 1923.65 ms [2021-01-21 13:09:01 main:574] : INFO : Epoch 1861 | loss: 0.0311468 | val_loss: 0.0311573 | Time: 1912.13 ms [2021-01-21 13:09:03 main:574] : INFO : Epoch 1862 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 1896.59 ms [2021-01-21 13:09:05 main:574] : INFO : Epoch 1863 | loss: 0.031148 | val_loss: 0.0311611 | Time: 1930.48 ms [2021-01-21 13:09:07 main:574] : INFO : Epoch 1864 | loss: 0.031146 | val_loss: 0.0311607 | Time: 1904.12 ms [2021-01-21 13:09:09 main:574] : INFO : Epoch 1865 | loss: 0.0311445 | val_loss: 0.0311599 | Time: 1897.76 ms [2021-01-21 13:09:11 main:574] : INFO : Epoch 1866 | loss: 0.0311433 | val_loss: 0.0311587 | Time: 1965.97 ms [2021-01-21 13:09:13 main:574] : INFO : Epoch 1867 | loss: 0.0311463 | val_loss: 0.0311587 | Time: 1881.81 ms [2021-01-21 13:09:15 main:574] : INFO : Epoch 1868 | loss: 0.0311437 | val_loss: 0.0311605 | Time: 1980.83 ms [2021-01-21 13:09:17 main:574] : INFO : Epoch 1869 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 1937.59 ms [2021-01-21 13:09:19 main:574] : INFO : Epoch 1870 | loss: 0.0311442 | val_loss: 0.0311574 | Time: 2045.86 ms [2021-01-21 13:09:21 main:574] : INFO : Epoch 1871 | loss: 0.0311446 | val_loss: 0.0311673 | Time: 1884.73 ms [2021-01-21 13:09:23 main:574] : INFO : Epoch 1872 | loss: 0.0311504 | val_loss: 0.0311612 | Time: 1898.45 ms [2021-01-21 13:09:25 main:574] : INFO : Epoch 1873 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 1866.17 ms [2021-01-21 13:09:27 main:574] : INFO : Epoch 1874 | loss: 0.0311523 | val_loss: 0.0311578 | Time: 1899.53 ms [2021-01-21 13:09:29 main:574] : INFO : Epoch 1875 | loss: 0.0311527 | val_loss: 0.0311585 | Time: 1936.87 ms [2021-01-21 13:09:30 main:574] : INFO : Epoch 1876 | loss: 0.0311541 | val_loss: 0.0311598 | Time: 1890.95 ms [2021-01-21 13:09:32 main:574] : INFO : Epoch 1877 | loss: 0.0311525 | val_loss: 0.0311605 | Time: 1990.47 ms [2021-01-21 13:09:35 main:574] : INFO : Epoch 1878 | loss: 0.0311539 | val_loss: 0.0311603 | Time: 1999.76 ms [2021-01-21 13:09:36 main:574] : INFO : Epoch 1879 | loss: 0.0311553 | val_loss: 0.0311601 | Time: 1877.98 ms [2021-01-21 13:09:38 main:574] : INFO : Epoch 1880 | loss: 0.0311548 | val_loss: 0.0311605 | Time: 1875.28 ms [2021-01-21 13:09:40 main:574] : INFO : Epoch 1881 | loss: 0.0311532 | val_loss: 0.0311595 | Time: 2062.55 ms [2021-01-21 13:09:42 main:574] : INFO : Epoch 1882 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 2039.56 ms [2021-01-21 13:09:45 main:574] : INFO : Epoch 1883 | loss: 0.031152 | val_loss: 0.0311605 | Time: 2022.51 ms [2021-01-21 13:09:46 main:574] : INFO : Epoch 1884 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 1901.94 ms [2021-01-21 13:09:49 main:574] : INFO : Epoch 1885 | loss: 0.0311528 | val_loss: 0.0311609 | Time: 2020.28 ms [2021-01-21 13:09:51 main:574] : INFO : Epoch 1886 | loss: 0.0311516 | val_loss: 0.0311596 | Time: 1963.5 ms [2021-01-21 13:09:53 main:574] : INFO : Epoch 1887 | loss: 0.0311514 | val_loss: 0.0311605 | Time: 1979.02 ms [2021-01-21 13:09:54 main:574] : INFO : Epoch 1888 | loss: 0.0311517 | val_loss: 0.0311594 | Time: 1928.46 ms [2021-01-21 13:09:56 main:574] : INFO : Epoch 1889 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 1937.28 ms [2021-01-21 13:09:58 main:574] : INFO : Epoch 1890 | loss: 0.0311486 | val_loss: 0.0311607 | Time: 1981.67 ms [2021-01-21 13:10:01 main:574] : INFO : Epoch 1891 | loss: 0.031149 | val_loss: 0.0311619 | Time: 1994.54 ms [2021-01-21 13:10:03 main:574] : INFO : Epoch 1892 | loss: 0.0311518 | val_loss: 0.0311619 | Time: 1964.17 ms [2021-01-21 13:10:04 main:574] : INFO : Epoch 1893 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 1885.78 ms [2021-01-21 13:10:06 main:574] : INFO : Epoch 1894 | loss: 0.0311538 | val_loss: 0.0311633 | Time: 1912.51 ms [2021-01-21 13:10:08 main:574] : INFO : Epoch 1895 | loss: 0.0311498 | val_loss: 0.0311603 | Time: 1874.85 ms [2021-01-21 13:10:10 main:574] : INFO : Epoch 1896 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 1918.77 ms [2021-01-21 13:10:12 main:574] : INFO : Epoch 1897 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 2090.22 ms [2021-01-21 13:10:14 main:574] : INFO : Epoch 1898 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 1951.52 ms [2021-01-21 13:10:16 main:574] : INFO : Epoch 1899 | loss: 0.031149 | val_loss: 0.0311603 | Time: 2022.52 ms [2021-01-21 13:10:18 main:574] : INFO : Epoch 1900 | loss: 0.0311486 | val_loss: 0.0311607 | Time: 1919.15 ms [2021-01-21 13:10:20 main:574] : INFO : Epoch 1901 | loss: 0.0311477 | val_loss: 0.0311585 | Time: 1921.1 ms [2021-01-21 13:10:22 main:574] : INFO : Epoch 1902 | loss: 0.0311479 | val_loss: 0.0311595 | Time: 1890.48 ms [2021-01-21 13:10:24 main:574] : INFO : Epoch 1903 | loss: 0.0311475 | val_loss: 0.0311604 | Time: 1967.21 ms [2021-01-21 13:10:26 main:574] : INFO : Epoch 1904 | loss: 0.0311486 | val_loss: 0.0311581 | Time: 1890.34 ms [2021-01-21 13:10:28 main:574] : INFO : Epoch 1905 | loss: 0.0311505 | val_loss: 0.0311574 | Time: 2001.75 ms [2021-01-21 13:10:30 main:574] : INFO : Epoch 1906 | loss: 0.0311503 | val_loss: 0.0311569 | Time: 1891.78 ms [2021-01-21 13:10:32 main:574] : INFO : Epoch 1907 | loss: 0.0311495 | val_loss: 0.0311563 | Time: 2068.68 ms [2021-01-21 13:10:34 main:574] : INFO : Epoch 1908 | loss: 0.0311481 | val_loss: 0.0311558 | Time: 1976.68 ms [2021-01-21 13:10:36 main:574] : INFO : Epoch 1909 | loss: 0.0311468 | val_loss: 0.0311539 | Time: 1938.77 ms [2021-01-21 13:10:38 main:574] : INFO : Epoch 1910 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 1903.32 ms [2021-01-21 13:10:40 main:574] : INFO : Epoch 1911 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 1891.72 ms [2021-01-21 13:10:42 main:574] : INFO : Epoch 1912 | loss: 0.031143 | val_loss: 0.0311538 | Time: 1886.31 ms [2021-01-21 13:10:44 main:574] : INFO : Epoch 1913 | loss: 0.0311448 | val_loss: 0.0311607 | Time: 1879.23 ms [2021-01-21 13:10:46 main:574] : INFO : Epoch 1914 | loss: 0.031152 | val_loss: 0.0311633 | Time: 1991.91 ms [2021-01-21 13:10:48 main:574] : INFO : Epoch 1915 | loss: 0.0311521 | val_loss: 0.0311602 | Time: 2011.98 ms [2021-01-21 13:10:50 main:574] : INFO : Epoch 1916 | loss: 0.031151 | val_loss: 0.0311602 | Time: 1945.52 ms [2021-01-21 13:10:52 main:574] : INFO : Epoch 1917 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 1887.77 ms [2021-01-21 13:10:54 main:574] : INFO : Epoch 1918 | loss: 0.0311501 | val_loss: 0.0311619 | Time: 1900.03 ms [2021-01-21 13:10:56 main:574] : INFO : Epoch 1919 | loss: 0.0311485 | val_loss: 0.0311617 | Time: 1960.84 ms [2021-01-21 13:10:58 main:574] : INFO : Epoch 1920 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 2051.9 ms [2021-01-21 13:11:00 main:574] : INFO : Epoch 1921 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 1960.29 ms [2021-01-21 13:11:02 main:574] : INFO : Epoch 1922 | loss: 0.031146 | val_loss: 0.031162 | Time: 1900.62 ms [2021-01-21 13:11:03 main:574] : INFO : Epoch 1923 | loss: 0.0311451 | val_loss: 0.0311624 | Time: 1881.69 ms [2021-01-21 13:11:05 main:574] : INFO : Epoch 1924 | loss: 0.0311481 | val_loss: 0.0311672 | Time: 1884.72 ms [2021-01-21 13:11:07 main:574] : INFO : Epoch 1925 | loss: 0.0311515 | val_loss: 0.0311678 | Time: 1967.25 ms [2021-01-21 13:11:09 main:574] : INFO : Epoch 1926 | loss: 0.0311495 | val_loss: 0.0311656 | Time: 1876.7 ms [2021-01-21 13:11:11 main:574] : INFO : Epoch 1927 | loss: 0.03115 | val_loss: 0.0311682 | Time: 1893.35 ms [2021-01-21 13:11:13 main:574] : INFO : Epoch 1928 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 1918.44 ms [2021-01-21 13:11:15 main:574] : INFO : Epoch 1929 | loss: 0.0311486 | val_loss: 0.0311726 | Time: 1895.46 ms [2021-01-21 13:11:17 main:574] : INFO : Epoch 1930 | loss: 0.0311506 | val_loss: 0.0311666 | Time: 2009.69 ms [2021-01-21 13:11:19 main:574] : INFO : Epoch 1931 | loss: 0.0311512 | val_loss: 0.0311614 | Time: 1941.83 ms [2021-01-21 13:11:21 main:574] : INFO : Epoch 1932 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 2037.29 ms [2021-01-21 13:11:23 main:574] : INFO : Epoch 1933 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 1896.87 ms [2021-01-21 13:11:25 main:574] : INFO : Epoch 1934 | loss: 0.031152 | val_loss: 0.0311674 | Time: 1884.75 ms [2021-01-21 13:11:27 main:574] : INFO : Epoch 1935 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 2022.9 ms [2021-01-21 13:11:29 main:574] : INFO : Epoch 1936 | loss: 0.0311491 | val_loss: 0.0311582 | Time: 1931.64 ms [2021-01-21 13:11:31 main:574] : INFO : Epoch 1937 | loss: 0.0311477 | val_loss: 0.0311593 | Time: 2054.12 ms [2021-01-21 13:11:33 main:574] : INFO : Epoch 1938 | loss: 0.0311473 | val_loss: 0.0311612 | Time: 1886.03 ms [2021-01-21 13:11:35 main:574] : INFO : Epoch 1939 | loss: 0.0311462 | val_loss: 0.0311619 | Time: 1879.14 ms [2021-01-21 13:11:37 main:574] : INFO : Epoch 1940 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 1875.1 ms [2021-01-21 13:11:39 main:574] : INFO : Epoch 1941 | loss: 0.0311451 | val_loss: 0.0311631 | Time: 2007.04 ms [2021-01-21 13:11:41 main:574] : INFO : Epoch 1942 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 1990.57 ms [2021-01-21 13:11:43 main:574] : INFO : Epoch 1943 | loss: 0.0311467 | val_loss: 0.0311622 | Time: 1945.71 ms [2021-01-21 13:11:45 main:574] : INFO : Epoch 1944 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 2008.04 ms [2021-01-21 13:11:47 main:574] : INFO : Epoch 1945 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 1896.12 ms [2021-01-21 13:11:49 main:574] : INFO : Epoch 1946 | loss: 0.0311439 | val_loss: 0.0311584 | Time: 1948.23 ms [2021-01-21 13:11:51 main:574] : INFO : Epoch 1947 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 2011.58 ms [2021-01-21 13:11:53 main:574] : INFO : Epoch 1948 | loss: 0.0311465 | val_loss: 0.0311602 | Time: 2007.73 ms [2021-01-21 13:11:55 main:574] : INFO : Epoch 1949 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 1907.32 ms [2021-01-21 13:11:57 main:574] : INFO : Epoch 1950 | loss: 0.0311458 | val_loss: 0.0311615 | Time: 1901.85 ms [2021-01-21 13:11:59 main:574] : INFO : Epoch 1951 | loss: 0.0311451 | val_loss: 0.0311657 | Time: 1970.7 ms [2021-01-21 13:12:01 main:574] : INFO : Epoch 1952 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 1919.98 ms [2021-01-21 13:12:03 main:574] : INFO : Epoch 1953 | loss: 0.0311435 | val_loss: 0.0311653 | Time: 1967.5 ms [2021-01-21 13:12:05 main:574] : INFO : Epoch 1954 | loss: 0.031145 | val_loss: 0.0311713 | Time: 1941.04 ms [2021-01-21 13:12:07 main:574] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311634 | Time: 1937.49 ms [2021-01-21 13:12:09 main:574] : INFO : Epoch 1956 | loss: 0.0311451 | val_loss: 0.0311622 | Time: 1975.26 ms [2021-01-21 13:12:11 main:574] : INFO : Epoch 1957 | loss: 0.0311438 | val_loss: 0.0311614 | Time: 1883.19 ms [2021-01-21 13:12:12 main:574] : INFO : Epoch 1958 | loss: 0.0311452 | val_loss: 0.0311667 | Time: 1903.39 ms [2021-01-21 13:12:15 main:574] : INFO : Epoch 1959 | loss: 0.0311431 | val_loss: 0.0311631 | Time: 1985.55 ms [2021-01-21 13:12:16 main:574] : INFO : Epoch 1960 | loss: 0.0311424 | val_loss: 0.0311638 | Time: 1911.35 ms [2021-01-21 13:12:19 main:574] : INFO : Epoch 1961 | loss: 0.031142 | val_loss: 0.0311631 | Time: 2046.82 ms [2021-01-21 13:12:20 main:574] : INFO : Epoch 1962 | loss: 0.0311425 | val_loss: 0.0311635 | Time: 1900.24 ms [2021-01-21 13:12:22 main:574] : INFO : Epoch 1963 | loss: 0.0311398 | val_loss: 0.0311633 | Time: 2017.35 ms [2021-01-21 13:12:24 main:574] : INFO : Epoch 1964 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 1893.72 ms [2021-01-21 13:12:26 main:574] : INFO : Epoch 1965 | loss: 0.0311425 | val_loss: 0.0311669 | Time: 1980.89 ms [2021-01-21 13:12:28 main:574] : INFO : Epoch 1966 | loss: 0.0311428 | val_loss: 0.0311658 | Time: 2000.59 ms [2021-01-21 13:12:30 main:574] : INFO : Epoch 1967 | loss: 0.0311452 | val_loss: 0.0311602 | Time: 1901.34 ms [2021-01-21 13:12:32 main:574] : INFO : Epoch 1968 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 1899.32 ms [2021-01-21 13:12:34 main:574] : INFO : Epoch 1969 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 1931.85 ms [2021-01-21 13:12:36 main:574] : INFO : Epoch 1970 | loss: 0.031146 | val_loss: 0.0311591 | Time: 2033.68 ms [2021-01-21 13:12:38 main:574] : INFO : Epoch 1971 | loss: 0.0311467 | val_loss: 0.0311591 | Time: 2021.11 ms [2021-01-21 13:12:40 main:574] : INFO : Epoch 1972 | loss: 0.0311459 | val_loss: 0.031158 | Time: 1984.59 ms [2021-01-21 13:12:43 main:574] : INFO : Epoch 1973 | loss: 0.0311448 | val_loss: 0.0311581 | Time: 2043.66 ms [2021-01-21 13:12:45 main:574] : INFO : Epoch 1974 | loss: 0.0311455 | val_loss: 0.0311607 | Time: 2061.09 ms [2021-01-21 13:12:47 main:574] : INFO : Epoch 1975 | loss: 0.0311484 | val_loss: 0.0311583 | Time: 1876.9 ms [2021-01-21 13:12:49 main:574] : INFO : Epoch 1976 | loss: 0.0311495 | val_loss: 0.0311733 | Time: 1966.93 ms [2021-01-21 13:12:51 main:574] : INFO : Epoch 1977 | loss: 0.0319915 | val_loss: 0.0400564 | Time: 2003.93 ms [2021-01-21 13:12:53 main:574] : INFO : Epoch 1978 | loss: 0.0426404 | val_loss: 0.0354532 | Time: 2091.98 ms [2021-01-21 13:12:55 main:574] : INFO : Epoch 1979 | loss: 0.0329957 | val_loss: 0.0318821 | Time: 1881.31 ms [2021-01-21 13:12:57 main:574] : INFO : Epoch 1980 | loss: 0.0315122 | val_loss: 0.0313284 | Time: 1897.87 ms [2021-01-21 13:12:59 main:574] : INFO : Epoch 1981 | loss: 0.031268 | val_loss: 0.0312333 | Time: 1974.83 ms [2021-01-21 13:13:01 main:574] : INFO : Epoch 1982 | loss: 0.0312261 | val_loss: 0.0312161 | Time: 2045.35 ms [2021-01-21 13:13:03 main:574] : INFO : Epoch 1983 | loss: 0.0312158 | val_loss: 0.031209 | Time: 1902.22 ms [2021-01-21 13:13:04 main:574] : INFO : Epoch 1984 | loss: 0.0312108 | val_loss: 0.0312038 | Time: 1881.09 ms [2021-01-21 13:13:06 main:574] : INFO : Epoch 1985 | loss: 0.0312055 | val_loss: 0.0311993 | Time: 1879.67 ms [2021-01-21 13:13:08 main:574] : INFO : Epoch 1986 | loss: 0.0312007 | val_loss: 0.0311949 | Time: 2048.91 ms [2021-01-21 13:13:10 main:574] : INFO : Epoch 1987 | loss: 0.0311964 | val_loss: 0.0311911 | Time: 2026.15 ms [2021-01-21 13:13:12 main:574] : INFO : Epoch 1988 | loss: 0.0311935 | val_loss: 0.031189 | Time: 1893.38 ms [2021-01-21 13:13:14 main:574] : INFO : Epoch 1989 | loss: 0.0311915 | val_loss: 0.0311868 | Time: 1951.05 ms [2021-01-21 13:13:16 main:574] : INFO : Epoch 1990 | loss: 0.0311898 | val_loss: 0.0311858 | Time: 2066.2 ms [2021-01-21 13:13:18 main:574] : INFO : Epoch 1991 | loss: 0.031188 | val_loss: 0.0311846 | Time: 1986.86 ms [2021-01-21 13:13:21 main:574] : INFO : Epoch 1992 | loss: 0.0311865 | val_loss: 0.0311831 | Time: 2066.54 ms [2021-01-21 13:13:23 main:574] : INFO : Epoch 1993 | loss: 0.0311854 | val_loss: 0.0311825 | Time: 2029.55 ms [2021-01-21 13:13:25 main:574] : INFO : Epoch 1994 | loss: 0.0311847 | val_loss: 0.0311818 | Time: 1904.49 ms [2021-01-21 13:13:27 main:574] : INFO : Epoch 1995 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 1908.18 ms [2021-01-21 13:13:29 main:574] : INFO : Epoch 1996 | loss: 0.0311832 | val_loss: 0.031181 | Time: 2028.51 ms [2021-01-21 13:13:31 main:574] : INFO : Epoch 1997 | loss: 0.0311827 | val_loss: 0.0311805 | Time: 2102.36 ms [2021-01-21 13:13:33 main:574] : INFO : Epoch 1998 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 1916.4 ms [2021-01-21 13:13:35 main:574] : INFO : Epoch 1999 | loss: 0.0311818 | val_loss: 0.0311814 | Time: 2035.26 ms [2021-01-21 13:13:37 main:574] : INFO : Epoch 2000 | loss: 0.0311821 | val_loss: 0.0311785 | Time: 2033.27 ms [2021-01-21 13:13:39 main:574] : INFO : Epoch 2001 | loss: 0.0311814 | val_loss: 0.0311787 | Time: 1903.63 ms [2021-01-21 13:13:41 main:574] : INFO : Epoch 2002 | loss: 0.0311809 | val_loss: 0.0311804 | Time: 1902.42 ms [2021-01-21 13:13:43 main:574] : INFO : Epoch 2003 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 2012.21 ms [2021-01-21 13:13:45 main:574] : INFO : Epoch 2004 | loss: 0.0311816 | val_loss: 0.0311804 | Time: 2008.37 ms [2021-01-21 13:13:47 main:574] : INFO : Epoch 2005 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1897.84 ms [2021-01-21 13:13:49 main:574] : INFO : Epoch 2006 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 1885.82 ms [2021-01-21 13:13:51 main:574] : INFO : Epoch 2007 | loss: 0.0311797 | val_loss: 0.0311773 | Time: 1932.69 ms [2021-01-21 13:13:53 main:574] : INFO : Epoch 2008 | loss: 0.0311796 | val_loss: 0.0311763 | Time: 1977.28 ms [2021-01-21 13:13:55 main:574] : INFO : Epoch 2009 | loss: 0.0311808 | val_loss: 0.0311773 | Time: 1902.16 ms [2021-01-21 13:13:56 main:574] : INFO : Epoch 2010 | loss: 0.0311817 | val_loss: 0.031176 | Time: 1888.75 ms [2021-01-21 13:13:58 main:574] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311762 | Time: 1935.45 ms [2021-01-21 13:14:01 main:574] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311763 | Time: 2085.13 ms [2021-01-21 13:14:03 main:574] : INFO : Epoch 2013 | loss: 0.0311797 | val_loss: 0.0311763 | Time: 2003.62 ms [2021-01-21 13:14:05 main:574] : INFO : Epoch 2014 | loss: 0.0311796 | val_loss: 0.0311755 | Time: 1993.05 ms [2021-01-21 13:14:07 main:574] : INFO : Epoch 2015 | loss: 0.0311797 | val_loss: 0.0311756 | Time: 1873.39 ms [2021-01-21 13:14:09 main:574] : INFO : Epoch 2016 | loss: 0.0311789 | val_loss: 0.0311749 | Time: 1945.86 ms [2021-01-21 13:14:10 main:574] : INFO : Epoch 2017 | loss: 0.0311785 | val_loss: 0.0311748 | Time: 1936.28 ms [2021-01-21 13:14:13 main:574] : INFO : Epoch 2018 | loss: 0.0311785 | val_loss: 0.0311761 | Time: 1998.63 ms [2021-01-21 13:14:14 main:574] : INFO : Epoch 2019 | loss: 0.031178 | val_loss: 0.0311759 | Time: 1941.7 ms [2021-01-21 13:14:16 main:574] : INFO : Epoch 2020 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 1921.02 ms [2021-01-21 13:14:18 main:574] : INFO : Epoch 2021 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1883.2 ms [2021-01-21 13:14:20 main:574] : INFO : Epoch 2022 | loss: 0.031177 | val_loss: 0.0311752 | Time: 2008.88 ms [2021-01-21 13:14:22 main:574] : INFO : Epoch 2023 | loss: 0.0311769 | val_loss: 0.0311732 | Time: 2049.74 ms [2021-01-21 13:14:25 main:574] : INFO : Epoch 2024 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 2048.04 ms [2021-01-21 13:14:27 main:574] : INFO : Epoch 2025 | loss: 0.0311766 | val_loss: 0.0311746 | Time: 2037.75 ms [2021-01-21 13:14:29 main:574] : INFO : Epoch 2026 | loss: 0.0311763 | val_loss: 0.0311752 | Time: 2097.61 ms [2021-01-21 13:14:31 main:574] : INFO : Epoch 2027 | loss: 0.0311759 | val_loss: 0.0311746 | Time: 1903.89 ms [2021-01-21 13:14:33 main:574] : INFO : Epoch 2028 | loss: 0.0311749 | val_loss: 0.0311746 | Time: 2001.62 ms [2021-01-21 13:14:35 main:574] : INFO : Epoch 2029 | loss: 0.0311752 | val_loss: 0.0311746 | Time: 1965.69 ms [2021-01-21 13:14:37 main:574] : INFO : Epoch 2030 | loss: 0.0311753 | val_loss: 0.031172 | Time: 1939.71 ms [2021-01-21 13:14:39 main:574] : INFO : Epoch 2031 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 1921.57 ms [2021-01-21 13:14:41 main:574] : INFO : Epoch 2032 | loss: 0.0311746 | val_loss: 0.0311724 | Time: 1958.83 ms [2021-01-21 13:14:42 main:574] : INFO : Epoch 2033 | loss: 0.0311747 | val_loss: 0.0311721 | Time: 1907.76 ms [2021-01-21 13:14:44 main:574] : INFO : Epoch 2034 | loss: 0.0311738 | val_loss: 0.031172 | Time: 1875.14 ms [2021-01-21 13:14:46 main:574] : INFO : Epoch 2035 | loss: 0.0311756 | val_loss: 0.0311765 | Time: 1869.06 ms [2021-01-21 13:14:48 main:574] : INFO : Epoch 2036 | loss: 0.0311752 | val_loss: 0.031174 | Time: 1886.17 ms [2021-01-21 13:14:50 main:574] : INFO : Epoch 2037 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 1930.16 ms [2021-01-21 13:14:52 main:574] : INFO : Epoch 2038 | loss: 0.031175 | val_loss: 0.0311758 | Time: 1879.33 ms [2021-01-21 13:14:54 main:574] : INFO : Epoch 2039 | loss: 0.0311741 | val_loss: 0.0311726 | Time: 1909.59 ms [2021-01-21 13:14:56 main:574] : INFO : Epoch 2040 | loss: 0.0311724 | val_loss: 0.0311732 | Time: 2026.17 ms [2021-01-21 13:14:58 main:574] : INFO : Epoch 2041 | loss: 0.0311726 | val_loss: 0.0311719 | Time: 2074.5 ms [2021-01-21 13:15:00 main:574] : INFO : Epoch 2042 | loss: 0.031172 | val_loss: 0.0311709 | Time: 1909.69 ms [2021-01-21 13:15:02 main:574] : INFO : Epoch 2043 | loss: 0.0311711 | val_loss: 0.031171 | Time: 1883.48 ms [2021-01-21 13:15:04 main:574] : INFO : Epoch 2044 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 1987.37 ms [2021-01-21 13:15:06 main:574] : INFO : Epoch 2045 | loss: 0.0311701 | val_loss: 0.0311715 | Time: 1995.1 ms [2021-01-21 13:15:08 main:574] : INFO : Epoch 2046 | loss: 0.0311708 | val_loss: 0.0311723 | Time: 1924.46 ms [2021-01-21 13:15:10 main:574] : INFO : Epoch 2047 | loss: 0.0311723 | val_loss: 0.0311707 | Time: 1889.59 ms [2021-01-21 13:15:12 main:574] : INFO : Epoch 2048 | loss: 0.0311709 | val_loss: 0.0311683 | Time: 2010.71 ms [2021-01-21 13:15:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311683 [2021-01-21 13:15:12 main:603] : INFO : Saving end state to config to file [2021-01-21 13:15:12 main:608] : INFO : Success, exiting.. 13:15:12 (12540): 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)