Task 14618898
| Name | ParityModified-1647045186-25122-3-0_0 |
| Workunit | 11638906 |
| Created | 12 Apr 2022, 21:40:19 UTC |
| Sent | 12 Apr 2022, 21:40:38 UTC |
| Report deadline | 20 Apr 2022, 21:40:38 UTC |
| Received | 13 Apr 2022, 18:15:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 2 sec |
| CPU time | 1 hours 7 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 1538 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2009.61 ms [2022-04-13 11:58:00 main:581] : INFO : Epoch 1539 | loss: 0.0311683 | val_loss: 0.0311707 | Time: 2023.6 ms [2022-04-13 11:58:02 main:581] : INFO : Epoch 1540 | loss: 0.0311678 | val_loss: 0.0311708 | Time: 2040.26 ms [2022-04-13 11:58:04 main:581] : INFO : Epoch 1541 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2048.3 ms [2022-04-13 11:58:06 main:581] : INFO : Epoch 1542 | loss: 0.0311716 | val_loss: 0.0311727 | Time: 1991.61 ms [2022-04-13 11:58:08 main:581] : INFO : Epoch 1543 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 2035.65 ms [2022-04-13 11:58:10 main:581] : INFO : Epoch 1544 | loss: 0.031165 | val_loss: 0.0311701 | Time: 2034.14 ms [2022-04-13 11:58:12 main:581] : INFO : Epoch 1545 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 2034.41 ms [2022-04-13 11:58:14 main:581] : INFO : Epoch 1546 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 2033.53 ms [2022-04-13 11:58:16 main:581] : INFO : Epoch 1547 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 2017.05 ms [2022-04-13 11:58:18 main:581] : INFO : Epoch 1548 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 2057.94 ms [2022-04-13 11:58:20 main:581] : INFO : Epoch 1549 | loss: 0.031168 | val_loss: 0.031172 | Time: 2044.21 ms [2022-04-13 11:58:22 main:581] : INFO : Epoch 1550 | loss: 0.031167 | val_loss: 0.0311719 | Time: 2062.83 ms [2022-04-13 11:58:24 main:581] : INFO : Epoch 1551 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 1981.69 ms [2022-04-13 11:58:26 main:581] : INFO : Epoch 1552 | loss: 0.0311651 | val_loss: 0.0311689 | Time: 2061.14 ms [2022-04-13 11:58:28 main:581] : INFO : Epoch 1553 | loss: 0.0311644 | val_loss: 0.031168 | Time: 2049.36 ms [2022-04-13 11:58:30 main:581] : INFO : Epoch 1554 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 2020.47 ms [2022-04-13 11:58:32 main:581] : INFO : Epoch 1555 | loss: 0.0311647 | val_loss: 0.0311703 | Time: 1996.56 ms [2022-04-13 11:58:34 main:581] : INFO : Epoch 1556 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 2017.7 ms [2022-04-13 11:58:36 main:581] : INFO : Epoch 1557 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 1958.78 ms [2022-04-13 11:58:38 main:581] : INFO : Epoch 1558 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 2050.46 ms [2022-04-13 11:58:40 main:581] : INFO : Epoch 1559 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 2039.34 ms [2022-04-13 11:58:42 main:581] : INFO : Epoch 1560 | loss: 0.0311633 | val_loss: 0.0311666 | Time: 1981.72 ms [2022-04-13 11:58:44 main:581] : INFO : Epoch 1561 | loss: 0.0311659 | val_loss: 0.0311677 | Time: 1998.76 ms [2022-04-13 11:58:46 main:581] : INFO : Epoch 1562 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 1964.02 ms [2022-04-13 11:58:48 main:581] : INFO : Epoch 1563 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 1971.79 ms [2022-04-13 11:58:50 main:581] : INFO : Epoch 1564 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 1965.67 ms [2022-04-13 11:58:52 main:581] : INFO : Epoch 1565 | loss: 0.031163 | val_loss: 0.0311687 | Time: 2027.78 ms [2022-04-13 11:58:54 main:581] : INFO : Epoch 1566 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1988.73 ms [2022-04-13 11:58:56 main:581] : INFO : Epoch 1567 | loss: 0.031161 | val_loss: 0.0311682 | Time: 1966.05 ms [2022-04-13 11:58:58 main:581] : INFO : Epoch 1568 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1956.5 ms [2022-04-13 11:59:00 main:581] : INFO : Epoch 1569 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 1972.35 ms [2022-04-13 11:59:02 main:581] : INFO : Epoch 1570 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 1999.6 ms [2022-04-13 11:59:04 main:581] : INFO : Epoch 1571 | loss: 0.031162 | val_loss: 0.0311671 | Time: 1984.26 ms [2022-04-13 11:59:06 main:581] : INFO : Epoch 1572 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 1992.37 ms [2022-04-13 11:59:08 main:581] : INFO : Epoch 1573 | loss: 0.0311619 | val_loss: 0.0311663 | Time: 1969.84 ms [2022-04-13 11:59:10 main:581] : INFO : Epoch 1574 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 1996.94 ms [2022-04-13 11:59:12 main:581] : INFO : Epoch 1575 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 2005.06 ms [2022-04-13 11:59:14 main:581] : INFO : Epoch 1576 | loss: 0.031162 | val_loss: 0.0311734 | Time: 1980.45 ms [2022-04-13 11:59:16 main:581] : INFO : Epoch 1577 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 2015.97 ms [2022-04-13 11:59:18 main:581] : INFO : Epoch 1578 | loss: 0.031165 | val_loss: 0.0311654 | Time: 1917.72 ms [2022-04-13 11:59:20 main:581] : INFO : Epoch 1579 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 2269.72 ms [2022-04-13 11:59:22 main:581] : INFO : Epoch 1580 | loss: 0.0311667 | val_loss: 0.0311714 | Time: 2049.96 ms [2022-04-13 11:59:24 main:581] : INFO : Epoch 1581 | loss: 0.0311664 | val_loss: 0.0311813 | Time: 2069.33 ms [2022-04-13 11:59:26 main:581] : INFO : Epoch 1582 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 1998.31 ms [2022-04-13 11:59:28 main:581] : INFO : Epoch 1583 | loss: 0.0311756 | val_loss: 0.0311739 | Time: 2006.43 ms [2022-04-13 11:59:30 main:581] : INFO : Epoch 1584 | loss: 0.0311738 | val_loss: 0.0311725 | Time: 2015.12 ms [2022-04-13 11:59:32 main:581] : INFO : Epoch 1585 | loss: 0.0311713 | val_loss: 0.031174 | Time: 1938.16 ms [2022-04-13 11:59:34 main:581] : INFO : Epoch 1586 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 1936.99 ms [2022-04-13 11:59:36 main:581] : INFO : Epoch 1587 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 2019.44 ms [2022-04-13 11:59:38 main:581] : INFO : Epoch 1588 | loss: 0.0311747 | val_loss: 0.0311727 | Time: 1932.23 ms [2022-04-13 11:59:40 main:581] : INFO : Epoch 1589 | loss: 0.0311734 | val_loss: 0.0311729 | Time: 1999.17 ms [2022-04-13 11:59:42 main:581] : INFO : Epoch 1590 | loss: 0.0311786 | val_loss: 0.0311732 | Time: 1988.41 ms [2022-04-13 11:59:44 main:581] : INFO : Epoch 1591 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 1994.38 ms [2022-04-13 11:59:46 main:581] : INFO : Epoch 1592 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 1942.53 ms [2022-04-13 11:59:48 main:581] : INFO : Epoch 1593 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 1958.49 ms [2022-04-13 11:59:50 main:581] : INFO : Epoch 1594 | loss: 0.0311682 | val_loss: 0.0311695 | Time: 1983.6 ms [2022-04-13 11:59:52 main:581] : INFO : Epoch 1595 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 2014.1 ms [2022-04-13 11:59:54 main:581] : INFO : Epoch 1596 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1972.32 ms [2022-04-13 11:59:56 main:581] : INFO : Epoch 1597 | loss: 0.03117 | val_loss: 0.0311728 | Time: 2023.28 ms [2022-04-13 11:59:58 main:581] : INFO : Epoch 1598 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1977.33 ms [2022-04-13 12:00:00 main:581] : INFO : Epoch 1599 | loss: 0.0311681 | val_loss: 0.03117 | Time: 1964.09 ms [2022-04-13 12:00:02 main:581] : INFO : Epoch 1600 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 1959.54 ms [2022-04-13 12:00:04 main:581] : INFO : Epoch 1601 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 2001.91 ms [2022-04-13 12:00:06 main:581] : INFO : Epoch 1602 | loss: 0.0311682 | val_loss: 0.0311684 | Time: 2001.33 ms [2022-04-13 12:00:08 main:581] : INFO : Epoch 1603 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 1982.34 ms [2022-04-13 12:00:10 main:581] : INFO : Epoch 1604 | loss: 0.0311669 | val_loss: 0.0311665 | Time: 1936.32 ms [2022-04-13 12:00:12 main:581] : INFO : Epoch 1605 | loss: 0.0311648 | val_loss: 0.0311674 | Time: 2025.7 ms [2022-04-13 12:00:14 main:581] : INFO : Epoch 1606 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 1973.83 ms [2022-04-13 12:00:16 main:581] : INFO : Epoch 1607 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 1947.47 ms [2022-04-13 12:00:18 main:581] : INFO : Epoch 1608 | loss: 0.0311658 | val_loss: 0.0311693 | Time: 1978.01 ms [2022-04-13 12:00:20 main:581] : INFO : Epoch 1609 | loss: 0.0311655 | val_loss: 0.0311671 | Time: 1920.63 ms [2022-04-13 12:00:22 main:581] : INFO : Epoch 1610 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1974.27 ms [2022-04-13 12:00:24 main:581] : INFO : Epoch 1611 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 1998.7 ms [2022-04-13 12:00:26 main:581] : INFO : Epoch 1612 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 1957.58 ms [2022-04-13 12:00:27 main:581] : INFO : Epoch 1613 | loss: 0.0311634 | val_loss: 0.0311655 | Time: 1859.53 ms [2022-04-13 12:00:29 main:581] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 1988.53 ms [2022-04-13 12:00:31 main:581] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.0311703 | Time: 1949.61 ms [2022-04-13 12:00:33 main:581] : INFO : Epoch 1616 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 1979.94 ms [2022-04-13 12:00:35 main:581] : INFO : Epoch 1617 | loss: 0.031169 | val_loss: 0.0311727 | Time: 1944.31 ms [2022-04-13 12:00:37 main:581] : INFO : Epoch 1618 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 1982.85 ms [2022-04-13 12:00:39 main:581] : INFO : Epoch 1619 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1946.81 ms [2022-04-13 12:00:41 main:581] : INFO : Epoch 1620 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1965.39 ms [2022-04-13 12:00:43 main:581] : INFO : Epoch 1621 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 1985.52 ms [2022-04-13 12:00:45 main:581] : INFO : Epoch 1622 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1955.88 ms [2022-04-13 12:00:47 main:581] : INFO : Epoch 1623 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1962.07 ms [2022-04-13 12:00:49 main:581] : INFO : Epoch 1624 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 1920.47 ms [2022-04-13 12:00:51 main:581] : INFO : Epoch 1625 | loss: 0.0311713 | val_loss: 0.0311729 | Time: 1945.4 ms [2022-04-13 12:00:53 main:581] : INFO : Epoch 1626 | loss: 0.0311714 | val_loss: 0.0311708 | Time: 1941.38 ms [2022-04-13 12:00:55 main:581] : INFO : Epoch 1627 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 1956.78 ms [2022-04-13 12:00:57 main:581] : INFO : Epoch 1628 | loss: 0.0311651 | val_loss: 0.03117 | Time: 1940.97 ms [2022-04-13 12:00:59 main:581] : INFO : Epoch 1629 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1961.71 ms [2022-04-13 12:01:01 main:581] : INFO : Epoch 1630 | loss: 0.03117 | val_loss: 0.031172 | Time: 1953.84 ms [2022-04-13 12:01:03 main:581] : INFO : Epoch 1631 | loss: 0.0311691 | val_loss: 0.0311707 | Time: 1967.37 ms [2022-04-13 12:01:05 main:581] : INFO : Epoch 1632 | loss: 0.0311702 | val_loss: 0.0311826 | Time: 1934.75 ms [2022-04-13 12:01:07 main:581] : INFO : Epoch 1633 | loss: 0.0311732 | val_loss: 0.0311695 | Time: 2002.67 ms [2022-04-13 12:01:09 main:581] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.0311699 | Time: 1970.84 ms [2022-04-13 12:01:11 main:581] : INFO : Epoch 1635 | loss: 0.0311653 | val_loss: 0.0311677 | Time: 1974.51 ms [2022-04-13 12:01:12 main:581] : INFO : Epoch 1636 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 1961.56 ms [2022-04-13 12:01:14 main:581] : INFO : Epoch 1637 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 1961.47 ms [2022-04-13 12:01:16 main:581] : INFO : Epoch 1638 | loss: 0.0311656 | val_loss: 0.0311677 | Time: 1885.08 ms [2022-04-13 12:01:18 main:581] : INFO : Epoch 1639 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 2013.93 ms [2022-04-13 12:01:20 main:581] : INFO : Epoch 1640 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 1942.5 ms [2022-04-13 12:01:22 main:581] : INFO : Epoch 1641 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 1923.03 ms [2022-04-13 12:01:24 main:581] : INFO : Epoch 1642 | loss: 0.0311634 | val_loss: 0.0311662 | Time: 1952.29 ms [2022-04-13 12:01:26 main:581] : INFO : Epoch 1643 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 1931.62 ms [2022-04-13 12:01:28 main:581] : INFO : Epoch 1644 | loss: 0.0311656 | val_loss: 0.0311682 | Time: 1913.21 ms [2022-04-13 12:01:30 main:581] : INFO : Epoch 1645 | loss: 0.031164 | val_loss: 0.0311712 | Time: 2029 ms [2022-04-13 12:01:32 main:581] : INFO : Epoch 1646 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 2000.06 ms [2022-04-13 12:01:34 main:581] : INFO : Epoch 1647 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 2043.31 ms [2022-04-13 12:01:36 main:581] : INFO : Epoch 1648 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 2039.32 ms [2022-04-13 12:01:38 main:581] : INFO : Epoch 1649 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 1994.86 ms [2022-04-13 12:01:40 main:581] : INFO : Epoch 1650 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 1929.26 ms [2022-04-13 12:01:42 main:581] : INFO : Epoch 1651 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 1968.47 ms [2022-04-13 12:01:44 main:581] : INFO : Epoch 1652 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 2019.29 ms [2022-04-13 12:01:46 main:581] : INFO : Epoch 1653 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 1950.41 ms [2022-04-13 12:01:48 main:581] : INFO : Epoch 1654 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 1976.34 ms [2022-04-13 12:01:50 main:581] : INFO : Epoch 1655 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 1972.06 ms [2022-04-13 12:01:52 main:581] : INFO : Epoch 1656 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 1988.13 ms [2022-04-13 12:01:54 main:581] : INFO : Epoch 1657 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 1977.39 ms [2022-04-13 12:01:56 main:581] : INFO : Epoch 1658 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 1959.14 ms [2022-04-13 12:01:58 main:581] : INFO : Epoch 1659 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1928.73 ms [2022-04-13 12:02:00 main:581] : INFO : Epoch 1660 | loss: 0.0311649 | val_loss: 0.0311674 | Time: 2007.92 ms [2022-04-13 12:02:02 main:581] : INFO : Epoch 1661 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 1966.09 ms [2022-04-13 12:02:04 main:581] : INFO : Epoch 1662 | loss: 0.0311597 | val_loss: 0.031169 | Time: 1979.74 ms [2022-04-13 12:02:06 main:581] : INFO : Epoch 1663 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2025.1 ms [2022-04-13 12:02:08 main:581] : INFO : Epoch 1664 | loss: 0.0311608 | val_loss: 0.0311669 | Time: 2061.47 ms [2022-04-13 12:02:10 main:581] : INFO : Epoch 1665 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 1957.41 ms [2022-04-13 12:02:12 main:581] : INFO : Epoch 1666 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 1940.08 ms [2022-04-13 12:02:14 main:581] : INFO : Epoch 1667 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 1971.26 ms [2022-04-13 12:02:16 main:581] : INFO : Epoch 1668 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 1964.43 ms [2022-04-13 12:02:18 main:581] : INFO : Epoch 1669 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 1992.56 ms [2022-04-13 12:02:20 main:581] : INFO : Epoch 1670 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 2006.38 ms [2022-04-13 12:02:22 main:581] : INFO : Epoch 1671 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 1976.72 ms [2022-04-13 12:02:24 main:581] : INFO : Epoch 1672 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 1980.38 ms [2022-04-13 12:02:26 main:581] : INFO : Epoch 1673 | loss: 0.0311622 | val_loss: 0.031167 | Time: 1979.42 ms [2022-04-13 12:02:28 main:581] : INFO : Epoch 1674 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 1947.12 ms [2022-04-13 12:02:30 main:581] : INFO : Epoch 1675 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 1989.23 ms [2022-04-13 12:02:32 main:581] : INFO : Epoch 1676 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 1967.83 ms [2022-04-13 12:02:33 main:581] : INFO : Epoch 1677 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 1971.08 ms [2022-04-13 12:02:35 main:581] : INFO : Epoch 1678 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 1988.05 ms [2022-04-13 12:02:37 main:581] : INFO : Epoch 1679 | loss: 0.0311652 | val_loss: 0.031169 | Time: 1957.14 ms [2022-04-13 12:02:39 main:581] : INFO : Epoch 1680 | loss: 0.0311662 | val_loss: 0.0311659 | Time: 1994.86 ms [2022-04-13 12:02:41 main:581] : INFO : Epoch 1681 | loss: 0.0311646 | val_loss: 0.0311716 | Time: 1986.47 ms [2022-04-13 12:02:43 main:581] : INFO : Epoch 1682 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 1923.59 ms [2022-04-13 12:02:45 main:581] : INFO : Epoch 1683 | loss: 0.0311632 | val_loss: 0.031168 | Time: 1982.98 ms [2022-04-13 12:02:47 main:581] : INFO : Epoch 1684 | loss: 0.0311634 | val_loss: 0.031167 | Time: 1981.17 ms [2022-04-13 12:02:49 main:581] : INFO : Epoch 1685 | loss: 0.031165 | val_loss: 0.0311691 | Time: 2020.71 ms [2022-04-13 12:02:51 main:581] : INFO : Epoch 1686 | loss: 0.0311631 | val_loss: 0.0311678 | Time: 1981.15 ms [2022-04-13 12:02:53 main:581] : INFO : Epoch 1687 | loss: 0.0311639 | val_loss: 0.0311654 | Time: 2003.86 ms [2022-04-13 12:02:55 main:581] : INFO : Epoch 1688 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1978.34 ms [2022-04-13 12:02:57 main:581] : INFO : Epoch 1689 | loss: 0.0311662 | val_loss: 0.031176 | Time: 1953.36 ms [2022-04-13 12:02:59 main:581] : INFO : Epoch 1690 | loss: 0.0311735 | val_loss: 0.0311713 | Time: 1992.16 ms [2022-04-13 12:03:01 main:581] : INFO : Epoch 1691 | loss: 0.0311715 | val_loss: 0.0311711 | Time: 1960.16 ms [2022-04-13 12:03:03 main:581] : INFO : Epoch 1692 | loss: 0.0311722 | val_loss: 0.0311703 | Time: 1959.11 ms [2022-04-13 12:03:05 main:581] : INFO : Epoch 1693 | loss: 0.0311722 | val_loss: 0.0311698 | Time: 1952.69 ms [2022-04-13 12:03:07 main:581] : INFO : Epoch 1694 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 2014.76 ms [2022-04-13 12:03:09 main:581] : INFO : Epoch 1695 | loss: 0.0311739 | val_loss: 0.0311703 | Time: 2005.3 ms [2022-04-13 12:03:11 main:581] : INFO : Epoch 1696 | loss: 0.0311711 | val_loss: 0.0311704 | Time: 1945.86 ms [2022-04-13 12:03:13 main:581] : INFO : Epoch 1697 | loss: 0.0311708 | val_loss: 0.0311684 | Time: 2022.49 ms [2022-04-13 12:03:15 main:581] : INFO : Epoch 1698 | loss: 0.0311689 | val_loss: 0.0311697 | Time: 1953.21 ms [2022-04-13 12:03:17 main:581] : INFO : Epoch 1699 | loss: 0.0311705 | val_loss: 0.0311716 | Time: 1981.17 ms [2022-04-13 12:03:19 main:581] : INFO : Epoch 1700 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1934.12 ms [2022-04-13 12:03:21 main:581] : INFO : Epoch 1701 | loss: 0.0311708 | val_loss: 0.0311689 | Time: 1990.75 ms [2022-04-13 12:03:23 main:581] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 1912.89 ms [2022-04-13 12:03:25 main:581] : INFO : Epoch 1703 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 1956.84 ms [2022-04-13 12:03:27 main:581] : INFO : Epoch 1704 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 1951.74 ms [2022-04-13 12:03:29 main:581] : INFO : Epoch 1705 | loss: 0.0311668 | val_loss: 0.0311711 | Time: 1954.19 ms [2022-04-13 12:03:31 main:581] : INFO : Epoch 1706 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 1948.08 ms [2022-04-13 12:03:33 main:581] : INFO : Epoch 1707 | loss: 0.0311656 | val_loss: 0.0311683 | Time: 2040.64 ms [2022-04-13 12:03:35 main:581] : INFO : Epoch 1708 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 2012.12 ms [2022-04-13 12:03:37 main:581] : INFO : Epoch 1709 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 1972.27 ms [2022-04-13 12:03:39 main:581] : INFO : Epoch 1710 | loss: 0.0311751 | val_loss: 0.0311711 | Time: 1988.76 ms [2022-04-13 12:03:41 main:581] : INFO : Epoch 1711 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 2046.67 ms [2022-04-13 12:03:43 main:581] : INFO : Epoch 1712 | loss: 0.0311705 | val_loss: 0.0311699 | Time: 2050.56 ms [2022-04-13 12:03:45 main:581] : INFO : Epoch 1713 | loss: 0.0311706 | val_loss: 0.0311701 | Time: 2022.63 ms [2022-04-13 12:03:47 main:581] : INFO : Epoch 1714 | loss: 0.031172 | val_loss: 0.0311736 | Time: 2008.8 ms [2022-04-13 12:03:49 main:581] : INFO : Epoch 1715 | loss: 0.0311692 | val_loss: 0.0311699 | Time: 1974.78 ms [2022-04-13 12:03:51 main:581] : INFO : Epoch 1716 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 1975.88 ms [2022-04-13 12:03:53 main:581] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311668 | Time: 1993.92 ms [2022-04-13 12:03:55 main:581] : INFO : Epoch 1718 | loss: 0.0311701 | val_loss: 0.0311667 | Time: 2016.75 ms [2022-04-13 12:03:57 main:581] : INFO : Epoch 1719 | loss: 0.0311687 | val_loss: 0.0311669 | Time: 1979.85 ms [2022-04-13 12:03:59 main:581] : INFO : Epoch 1720 | loss: 0.0311673 | val_loss: 0.0311679 | Time: 1983.72 ms [2022-04-13 12:04:01 main:581] : INFO : Epoch 1721 | loss: 0.0311673 | val_loss: 0.0311675 | Time: 1908.66 ms [2022-04-13 12:04:03 main:581] : INFO : Epoch 1722 | loss: 0.0311669 | val_loss: 0.0311665 | Time: 1987.79 ms [2022-04-13 12:04:05 main:581] : INFO : Epoch 1723 | loss: 0.031168 | val_loss: 0.0311685 | Time: 1983.38 ms [2022-04-13 12:04:07 main:581] : INFO : Epoch 1724 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 2009.63 ms [2022-04-13 12:04:09 main:581] : INFO : Epoch 1725 | loss: 0.0311682 | val_loss: 0.031167 | Time: 1913.86 ms [2022-04-13 12:04:11 main:581] : INFO : Epoch 1726 | loss: 0.0311658 | val_loss: 0.0311664 | Time: 1968.82 ms [2022-04-13 12:04:12 main:581] : INFO : Epoch 1727 | loss: 0.0311652 | val_loss: 0.0311664 | Time: 1965.49 ms [2022-04-13 12:04:15 main:581] : INFO : Epoch 1728 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 2008.53 ms [2022-04-13 12:04:17 main:581] : INFO : Epoch 1729 | loss: 0.0311711 | val_loss: 0.0311681 | Time: 2021.6 ms [2022-04-13 12:04:19 main:581] : INFO : Epoch 1730 | loss: 0.0311674 | val_loss: 0.0311699 | Time: 1979.57 ms [2022-04-13 12:04:20 main:581] : INFO : Epoch 1731 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 1975.07 ms [2022-04-13 12:04:23 main:581] : INFO : Epoch 1732 | loss: 0.0311663 | val_loss: 0.0311678 | Time: 2023.96 ms [2022-04-13 12:04:25 main:581] : INFO : Epoch 1733 | loss: 0.031169 | val_loss: 0.0311741 | Time: 2023.52 ms [2022-04-13 12:04:27 main:581] : INFO : Epoch 1734 | loss: 0.0311684 | val_loss: 0.0311666 | Time: 1986.2 ms [2022-04-13 12:04:28 main:581] : INFO : Epoch 1735 | loss: 0.0311679 | val_loss: 0.0311686 | Time: 1972.14 ms [2022-04-13 12:04:30 main:581] : INFO : Epoch 1736 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 2003.22 ms [2022-04-13 12:04:32 main:581] : INFO : Epoch 1737 | loss: 0.031167 | val_loss: 0.0311683 | Time: 1962.76 ms [2022-04-13 12:04:34 main:581] : INFO : Epoch 1738 | loss: 0.0311673 | val_loss: 0.0311672 | Time: 1973.54 ms [2022-04-13 12:04:36 main:581] : INFO : Epoch 1739 | loss: 0.031166 | val_loss: 0.0311673 | Time: 1911.11 ms [2022-04-13 12:04:38 main:581] : INFO : Epoch 1740 | loss: 0.0311652 | val_loss: 0.031168 | Time: 1951.73 ms [2022-04-13 12:04:40 main:581] : INFO : Epoch 1741 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1974.25 ms [2022-04-13 12:04:42 main:581] : INFO : Epoch 1742 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1998.15 ms [2022-04-13 12:04:44 main:581] : INFO : Epoch 1743 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 1919.92 ms [2022-04-13 12:04:46 main:581] : INFO : Epoch 1744 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 1903.28 ms [2022-04-13 12:04:48 main:581] : INFO : Epoch 1745 | loss: 0.031164 | val_loss: 0.0311679 | Time: 1958.36 ms [2022-04-13 12:04:50 main:581] : INFO : Epoch 1746 | loss: 0.0311632 | val_loss: 0.031166 | Time: 2001.2 ms [2022-04-13 12:04:52 main:581] : INFO : Epoch 1747 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 2028.21 ms [2022-04-13 12:04:54 main:581] : INFO : Epoch 1748 | loss: 0.0311651 | val_loss: 0.0311685 | Time: 2006.57 ms [2022-04-13 12:04:56 main:581] : INFO : Epoch 1749 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2008.54 ms [2022-04-13 12:04:58 main:581] : INFO : Epoch 1750 | loss: 0.0311639 | val_loss: 0.031167 | Time: 2036.88 ms [2022-04-13 12:05:00 main:581] : INFO : Epoch 1751 | loss: 0.0311626 | val_loss: 0.0311768 | Time: 2257.99 ms [2022-04-13 12:05:02 main:581] : INFO : Epoch 1752 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 2024.52 ms [2022-04-13 12:05:04 main:581] : INFO : Epoch 1753 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 1965.7 ms [2022-04-13 12:05:06 main:581] : INFO : Epoch 1754 | loss: 0.0311627 | val_loss: 0.0311655 | Time: 2011.68 ms [2022-04-13 12:05:08 main:581] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.0311752 | Time: 2044.95 ms [2022-04-13 12:05:10 main:581] : INFO : Epoch 1756 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 1972.38 ms [2022-04-13 12:05:12 main:581] : INFO : Epoch 1757 | loss: 0.0311608 | val_loss: 0.0311716 | Time: 1998.19 ms [2022-04-13 12:05:14 main:581] : INFO : Epoch 1758 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 1970.87 ms [2022-04-13 12:05:16 main:581] : INFO : Epoch 1759 | loss: 0.0311635 | val_loss: 0.0311683 | Time: 1982.09 ms [2022-04-13 12:05:18 main:581] : INFO : Epoch 1760 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 1949.06 ms [2022-04-13 12:05:20 main:581] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.0311672 | Time: 2074.23 ms [2022-04-13 12:05:22 main:581] : INFO : Epoch 1762 | loss: 0.0311642 | val_loss: 0.0311672 | Time: 1953.8 ms [2022-04-13 12:05:24 main:581] : INFO : Epoch 1763 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1977.49 ms [2022-04-13 12:05:26 main:581] : INFO : Epoch 1764 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 2023.91 ms [2022-04-13 12:05:28 main:581] : INFO : Epoch 1765 | loss: 0.0311645 | val_loss: 0.031167 | Time: 1973.45 ms [2022-04-13 12:05:30 main:581] : INFO : Epoch 1766 | loss: 0.031167 | val_loss: 0.0311872 | Time: 1947.88 ms [2022-04-13 12:05:32 main:581] : INFO : Epoch 1767 | loss: 0.0311678 | val_loss: 0.0311724 | Time: 2008.62 ms [2022-04-13 12:05:34 main:581] : INFO : Epoch 1768 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1969.26 ms [2022-04-13 12:05:36 main:581] : INFO : Epoch 1769 | loss: 0.0311674 | val_loss: 0.0311806 | Time: 1969.43 ms [2022-04-13 12:05:38 main:581] : INFO : Epoch 1770 | loss: 0.0311726 | val_loss: 0.0311745 | Time: 1995.67 ms [2022-04-13 12:05:40 main:581] : INFO : Epoch 1771 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 1988.22 ms [2022-04-13 12:05:42 main:581] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 1983.91 ms [2022-04-13 12:05:44 main:581] : INFO : Epoch 1773 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 2021.38 ms [2022-04-13 12:05:46 main:581] : INFO : Epoch 1774 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 2007.59 ms [2022-04-13 12:05:48 main:581] : INFO : Epoch 1775 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 1942.24 ms [2022-04-13 12:05:50 main:581] : INFO : Epoch 1776 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 2046.68 ms [2022-04-13 12:05:52 main:581] : INFO : Epoch 1777 | loss: 0.0311663 | val_loss: 0.031171 | Time: 1999.24 ms [2022-04-13 12:05:54 main:581] : INFO : Epoch 1778 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 2011.61 ms [2022-04-13 12:05:56 main:581] : INFO : Epoch 1779 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2007.5 ms [2022-04-13 12:05:58 main:581] : INFO : Epoch 1780 | loss: 0.0311636 | val_loss: 0.03117 | Time: 2002.16 ms [2022-04-13 12:06:00 main:581] : INFO : Epoch 1781 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 2079.54 ms [2022-04-13 12:06:02 main:581] : INFO : Epoch 1782 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 2062.21 ms [2022-04-13 12:06:04 main:581] : INFO : Epoch 1783 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 1980.76 ms [2022-04-13 12:06:06 main:581] : INFO : Epoch 1784 | loss: 0.0311643 | val_loss: 0.031169 | Time: 1970.36 ms [2022-04-13 12:06:08 main:581] : INFO : Epoch 1785 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 2032.29 ms [2022-04-13 12:06:10 main:581] : INFO : Epoch 1786 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 2013.88 ms [2022-04-13 12:06:12 main:581] : INFO : Epoch 1787 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 1962.9 ms [2022-04-13 12:06:14 main:581] : INFO : Epoch 1788 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 1921.21 ms [2022-04-13 12:06:16 main:581] : INFO : Epoch 1789 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 2014.53 ms [2022-04-13 12:06:18 main:581] : INFO : Epoch 1790 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 1974.46 ms [2022-04-13 12:06:20 main:581] : INFO : Epoch 1791 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 2017.71 ms [2022-04-13 12:06:22 main:581] : INFO : Epoch 1792 | loss: 0.0311637 | val_loss: 0.031172 | Time: 2002.27 ms [2022-04-13 12:06:24 main:581] : INFO : Epoch 1793 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 2037.18 ms [2022-04-13 12:06:26 main:581] : INFO : Epoch 1794 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 1971.95 ms [2022-04-13 12:06:28 main:581] : INFO : Epoch 1795 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 2008.93 ms [2022-04-13 12:06:30 main:581] : INFO : Epoch 1796 | loss: 0.0311648 | val_loss: 0.0311682 | Time: 2015.85 ms [2022-04-13 12:06:32 main:581] : INFO : Epoch 1797 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 2036.29 ms [2022-04-13 12:06:34 main:581] : INFO : Epoch 1798 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 2028.33 ms [2022-04-13 12:06:36 main:581] : INFO : Epoch 1799 | loss: 0.0311603 | val_loss: 0.031167 | Time: 2030.63 ms [2022-04-13 12:06:38 main:581] : INFO : Epoch 1800 | loss: 0.0311611 | val_loss: 0.0311672 | Time: 2038.69 ms [2022-04-13 12:06:41 main:581] : INFO : Epoch 1801 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 2055.29 ms [2022-04-13 12:06:43 main:581] : INFO : Epoch 1802 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 2056.5 ms [2022-04-13 12:06:45 main:581] : INFO : Epoch 1803 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 2064.77 ms [2022-04-13 12:06:47 main:581] : INFO : Epoch 1804 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 2038.99 ms [2022-04-13 12:06:49 main:581] : INFO : Epoch 1805 | loss: 0.0311634 | val_loss: 0.0311798 | Time: 2039.13 ms [2022-04-13 12:06:51 main:581] : INFO : Epoch 1806 | loss: 0.0311653 | val_loss: 0.0311829 | Time: 2036.49 ms [2022-04-13 12:06:53 main:581] : INFO : Epoch 1807 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 2032.14 ms [2022-04-13 12:06:55 main:581] : INFO : Epoch 1808 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2039.65 ms [2022-04-13 12:06:57 main:581] : INFO : Epoch 1809 | loss: 0.031163 | val_loss: 0.0311677 | Time: 1993.06 ms [2022-04-13 12:06:59 main:581] : INFO : Epoch 1810 | loss: 0.0311606 | val_loss: 0.0311694 | Time: 1964.96 ms [2022-04-13 12:07:01 main:581] : INFO : Epoch 1811 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 2031.23 ms [2022-04-13 12:07:03 main:581] : INFO : Epoch 1812 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 1971.24 ms [2022-04-13 12:07:05 main:581] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 2002.84 ms [2022-04-13 12:07:07 main:581] : INFO : Epoch 1814 | loss: 0.031164 | val_loss: 0.0311752 | Time: 2052.28 ms [2022-04-13 12:07:09 main:581] : INFO : Epoch 1815 | loss: 0.0311648 | val_loss: 0.0311729 | Time: 2084.03 ms [2022-04-13 12:07:11 main:581] : INFO : Epoch 1816 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1986.92 ms [2022-04-13 12:07:13 main:581] : INFO : Epoch 1817 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 1967.58 ms [2022-04-13 12:07:15 main:581] : INFO : Epoch 1818 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 2009.81 ms [2022-04-13 12:07:17 main:581] : INFO : Epoch 1819 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 2003.46 ms [2022-04-13 12:07:19 main:581] : INFO : Epoch 1820 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 1992.81 ms [2022-04-13 12:07:21 main:581] : INFO : Epoch 1821 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 2004.08 ms [2022-04-13 12:07:23 main:581] : INFO : Epoch 1822 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 1986.04 ms [2022-04-13 12:07:25 main:581] : INFO : Epoch 1823 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1975.23 ms [2022-04-13 12:07:27 main:581] : INFO : Epoch 1824 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 2005.18 ms [2022-04-13 12:07:29 main:581] : INFO : Epoch 1825 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 1955.74 ms [2022-04-13 12:07:31 main:581] : INFO : Epoch 1826 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 1999.65 ms [2022-04-13 12:07:33 main:581] : INFO : Epoch 1827 | loss: 0.031165 | val_loss: 0.0311686 | Time: 1971.12 ms [2022-04-13 12:07:35 main:581] : INFO : Epoch 1828 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 1944.55 ms [2022-04-13 12:07:37 main:581] : INFO : Epoch 1829 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1979.72 ms [2022-04-13 12:07:39 main:581] : INFO : Epoch 1830 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 1990.41 ms [2022-04-13 12:07:41 main:581] : INFO : Epoch 1831 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 1996.95 ms [2022-04-13 12:07:43 main:581] : INFO : Epoch 1832 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 1989.41 ms [2022-04-13 12:07:45 main:581] : INFO : Epoch 1833 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 1990.2 ms [2022-04-13 12:07:47 main:581] : INFO : Epoch 1834 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 1963.55 ms [2022-04-13 12:07:49 main:581] : INFO : Epoch 1835 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 2017.29 ms [2022-04-13 12:07:51 main:581] : INFO : Epoch 1836 | loss: 0.031159 | val_loss: 0.0311704 | Time: 2040.5 ms [2022-04-13 12:07:53 main:581] : INFO : Epoch 1837 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 2005.19 ms [2022-04-13 12:07:55 main:581] : INFO : Epoch 1838 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 1999.37 ms [2022-04-13 12:07:57 main:581] : INFO : Epoch 1839 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 1991.12 ms [2022-04-13 12:07:59 main:581] : INFO : Epoch 1840 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 1953.65 ms [2022-04-13 12:08:01 main:581] : INFO : Epoch 1841 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1989.09 ms [2022-04-13 12:08:03 main:581] : INFO : Epoch 1842 | loss: 0.0311583 | val_loss: 0.031164 | Time: 1929.9 ms [2022-04-13 12:08:05 main:581] : INFO : Epoch 1843 | loss: 0.0311582 | val_loss: 0.0311652 | Time: 1939.96 ms [2022-04-13 12:08:06 main:581] : INFO : Epoch 1844 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 1982.44 ms [2022-04-13 12:08:08 main:581] : INFO : Epoch 1845 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 1985.23 ms [2022-04-13 12:08:10 main:581] : INFO : Epoch 1846 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 1901.12 ms [2022-04-13 12:08:12 main:581] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 1966.27 ms [2022-04-13 12:08:14 main:581] : INFO : Epoch 1848 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 2026.55 ms [2022-04-13 12:08:16 main:581] : INFO : Epoch 1849 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 2012.87 ms [2022-04-13 12:08:18 main:581] : INFO : Epoch 1850 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 2003.6 ms [2022-04-13 12:08:20 main:581] : INFO : Epoch 1851 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 1981.97 ms [2022-04-13 12:08:22 main:581] : INFO : Epoch 1852 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1963.55 ms [2022-04-13 12:08:24 main:581] : INFO : Epoch 1853 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 2002.17 ms [2022-04-13 12:08:26 main:581] : INFO : Epoch 1854 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 1883.2 ms [2022-04-13 12:08:28 main:581] : INFO : Epoch 1855 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 1929.6 ms [2022-04-13 12:08:30 main:581] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 2000.05 ms [2022-04-13 12:08:32 main:581] : INFO : Epoch 1857 | loss: 0.0311607 | val_loss: 0.0311704 | Time: 1990.42 ms [2022-04-13 12:08:34 main:581] : INFO : Epoch 1858 | loss: 0.0311628 | val_loss: 0.0311798 | Time: 1992.42 ms [2022-04-13 12:08:36 main:581] : INFO : Epoch 1859 | loss: 0.0311618 | val_loss: 0.031171 | Time: 1936.14 ms [2022-04-13 12:08:38 main:581] : INFO : Epoch 1860 | loss: 0.0311592 | val_loss: 0.031172 | Time: 2008.37 ms [2022-04-13 12:08:40 main:581] : INFO : Epoch 1861 | loss: 0.0311617 | val_loss: 0.0311702 | Time: 2004.33 ms [2022-04-13 12:08:42 main:581] : INFO : Epoch 1862 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 1985.85 ms [2022-04-13 12:08:44 main:581] : INFO : Epoch 1863 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 1987.55 ms [2022-04-13 12:08:46 main:581] : INFO : Epoch 1864 | loss: 0.0311569 | val_loss: 0.0311668 | Time: 1991.63 ms [2022-04-13 12:08:48 main:581] : INFO : Epoch 1865 | loss: 0.031157 | val_loss: 0.0311672 | Time: 1982.86 ms [2022-04-13 12:08:50 main:581] : INFO : Epoch 1866 | loss: 0.031157 | val_loss: 0.0311657 | Time: 1983.59 ms [2022-04-13 12:08:52 main:581] : INFO : Epoch 1867 | loss: 0.031159 | val_loss: 0.0311651 | Time: 1977.55 ms [2022-04-13 12:08:54 main:581] : INFO : Epoch 1868 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 1934.96 ms [2022-04-13 12:08:56 main:581] : INFO : Epoch 1869 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 2021.59 ms [2022-04-13 12:08:58 main:581] : INFO : Epoch 1870 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 1971.87 ms [2022-04-13 12:09:00 main:581] : INFO : Epoch 1871 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 2000.58 ms [2022-04-13 12:09:02 main:581] : INFO : Epoch 1872 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 2033.32 ms [2022-04-13 12:09:04 main:581] : INFO : Epoch 1873 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 2027.67 ms [2022-04-13 12:09:06 main:581] : INFO : Epoch 1874 | loss: 0.031157 | val_loss: 0.0311639 | Time: 1977.73 ms [2022-04-13 12:09:08 main:581] : INFO : Epoch 1875 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 2025.4 ms [2022-04-13 12:09:10 main:581] : INFO : Epoch 1876 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 1987.35 ms [2022-04-13 12:09:12 main:581] : INFO : Epoch 1877 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 2037.4 ms [2022-04-13 12:09:14 main:581] : INFO : Epoch 1878 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 2051.22 ms [2022-04-13 12:09:16 main:581] : INFO : Epoch 1879 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 1986.01 ms [2022-04-13 12:09:18 main:581] : INFO : Epoch 1880 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 2016.3 ms [2022-04-13 12:09:20 main:581] : INFO : Epoch 1881 | loss: 0.031156 | val_loss: 0.0311665 | Time: 1996.91 ms [2022-04-13 12:09:22 main:581] : INFO : Epoch 1882 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1980.6 ms [2022-04-13 12:09:24 main:581] : INFO : Epoch 1883 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 1942.12 ms [2022-04-13 12:09:26 main:581] : INFO : Epoch 1884 | loss: 0.0311541 | val_loss: 0.0311638 | Time: 2031.73 ms [2022-04-13 12:09:28 main:581] : INFO : Epoch 1885 | loss: 0.0311569 | val_loss: 0.0311638 | Time: 2033.17 ms [2022-04-13 12:09:30 main:581] : INFO : Epoch 1886 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 2038.92 ms [2022-04-13 12:09:32 main:581] : INFO : Epoch 1887 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 2025.31 ms [2022-04-13 12:09:34 main:581] : INFO : Epoch 1888 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 2013.11 ms [2022-04-13 12:09:36 main:581] : INFO : Epoch 1889 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 1935.79 ms [2022-04-13 12:09:38 main:581] : INFO : Epoch 1890 | loss: 0.0311568 | val_loss: 0.031165 | Time: 1991.42 ms [2022-04-13 12:09:40 main:581] : INFO : Epoch 1891 | loss: 0.0311573 | val_loss: 0.0311639 | Time: 2002.04 ms [2022-04-13 12:09:42 main:581] : INFO : Epoch 1892 | loss: 0.0311556 | val_loss: 0.0311639 | Time: 1960.58 ms [2022-04-13 12:09:44 main:581] : INFO : Epoch 1893 | loss: 0.031157 | val_loss: 0.0311698 | Time: 1999.52 ms [2022-04-13 12:09:46 main:581] : INFO : Epoch 1894 | loss: 0.0311562 | val_loss: 0.0311689 | Time: 1994.57 ms [2022-04-13 12:09:48 main:581] : INFO : Epoch 1895 | loss: 0.0311561 | val_loss: 0.0311661 | Time: 1883.72 ms [2022-04-13 12:09:50 main:581] : INFO : Epoch 1896 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 2053.7 ms [2022-04-13 12:09:52 main:581] : INFO : Epoch 1897 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 2028.4 ms [2022-04-13 12:09:54 main:581] : INFO : Epoch 1898 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 2006.78 ms [2022-04-13 12:09:56 main:581] : INFO : Epoch 1899 | loss: 0.0311557 | val_loss: 0.031165 | Time: 2042.71 ms [2022-04-13 12:09:58 main:581] : INFO : Epoch 1900 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 1914.81 ms [2022-04-13 12:10:00 main:581] : INFO : Epoch 1901 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 1976.08 ms [2022-04-13 12:10:02 main:581] : INFO : Epoch 1902 | loss: 0.0311576 | val_loss: 0.0311659 | Time: 1939.06 ms [2022-04-13 12:10:04 main:581] : INFO : Epoch 1903 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 1927.51 ms [2022-04-13 12:10:06 main:581] : INFO : Epoch 1904 | loss: 0.0311562 | val_loss: 0.0311676 | Time: 1943.52 ms [2022-04-13 12:10:08 main:581] : INFO : Epoch 1905 | loss: 0.0311556 | val_loss: 0.0311665 | Time: 2000.79 ms [2022-04-13 12:10:10 main:581] : INFO : Epoch 1906 | loss: 0.031157 | val_loss: 0.031165 | Time: 2004.38 ms [2022-04-13 12:10:12 main:581] : INFO : Epoch 1907 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 1950.92 ms [2022-04-13 12:10:14 main:581] : INFO : Epoch 1908 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 1947.29 ms [2022-04-13 12:10:16 main:581] : INFO : Epoch 1909 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 1970.11 ms [2022-04-13 12:10:18 main:581] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 2022.46 ms [2022-04-13 12:10:20 main:581] : INFO : Epoch 1911 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 1987.82 ms [2022-04-13 12:10:22 main:581] : INFO : Epoch 1912 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 1949.49 ms [2022-04-13 12:10:24 main:581] : INFO : Epoch 1913 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 2014.37 ms [2022-04-13 12:10:26 main:581] : INFO : Epoch 1914 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 2008.81 ms [2022-04-13 12:10:28 main:581] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311651 | Time: 2017.67 ms [2022-04-13 12:10:30 main:581] : INFO : Epoch 1916 | loss: 0.0311561 | val_loss: 0.0311655 | Time: 2033.73 ms [2022-04-13 12:10:32 main:581] : INFO : Epoch 1917 | loss: 0.031157 | val_loss: 0.0311663 | Time: 2022.3 ms [2022-04-13 12:10:34 main:581] : INFO : Epoch 1918 | loss: 0.031158 | val_loss: 0.0311632 | Time: 1935.27 ms [2022-04-13 12:10:36 main:581] : INFO : Epoch 1919 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 1987.82 ms [2022-04-13 12:10:38 main:581] : INFO : Epoch 1920 | loss: 0.03116 | val_loss: 0.0311667 | Time: 2028.3 ms [2022-04-13 12:10:40 main:581] : INFO : Epoch 1921 | loss: 0.0311555 | val_loss: 0.0311654 | Time: 1938.96 ms [2022-04-13 12:10:42 main:581] : INFO : Epoch 1922 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 1917.1 ms [2022-04-13 12:10:43 main:581] : INFO : Epoch 1923 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 1958.29 ms [2022-04-13 12:10:45 main:581] : INFO : Epoch 1924 | loss: 0.0311556 | val_loss: 0.0311655 | Time: 2015.03 ms [2022-04-13 12:10:47 main:581] : INFO : Epoch 1925 | loss: 0.0311545 | val_loss: 0.0311657 | Time: 1963.12 ms [2022-04-13 12:10:49 main:581] : INFO : Epoch 1926 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1971.93 ms [2022-04-13 12:10:51 main:581] : INFO : Epoch 1927 | loss: 0.0311597 | val_loss: 0.031176 | Time: 1966.87 ms [2022-04-13 12:10:53 main:581] : INFO : Epoch 1928 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 1950.77 ms [2022-04-13 12:10:55 main:581] : INFO : Epoch 1929 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 1989.67 ms [2022-04-13 12:10:57 main:581] : INFO : Epoch 1930 | loss: 0.0311598 | val_loss: 0.0311724 | Time: 1945.55 ms [2022-04-13 12:10:59 main:581] : INFO : Epoch 1931 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 1974.67 ms [2022-04-13 12:11:01 main:581] : INFO : Epoch 1932 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1945 ms [2022-04-13 12:11:03 main:581] : INFO : Epoch 1933 | loss: 0.0311622 | val_loss: 0.0311676 | Time: 1966.89 ms [2022-04-13 12:11:05 main:581] : INFO : Epoch 1934 | loss: 0.03116 | val_loss: 0.0311663 | Time: 1892.62 ms [2022-04-13 12:11:07 main:581] : INFO : Epoch 1935 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 1969.2 ms [2022-04-13 12:11:09 main:581] : INFO : Epoch 1936 | loss: 0.0311584 | val_loss: 0.0311639 | Time: 1914.83 ms [2022-04-13 12:11:11 main:581] : INFO : Epoch 1937 | loss: 0.0311592 | val_loss: 0.031163 | Time: 1923.84 ms [2022-04-13 12:11:13 main:581] : INFO : Epoch 1938 | loss: 0.0311606 | val_loss: 0.0311639 | Time: 1901.93 ms [2022-04-13 12:11:15 main:581] : INFO : Epoch 1939 | loss: 0.031159 | val_loss: 0.0311646 | Time: 1940.21 ms [2022-04-13 12:11:17 main:581] : INFO : Epoch 1940 | loss: 0.0311595 | val_loss: 0.0311639 | Time: 1939.71 ms [2022-04-13 12:11:19 main:581] : INFO : Epoch 1941 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 1902.09 ms [2022-04-13 12:11:20 main:581] : INFO : Epoch 1942 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 1882.32 ms [2022-04-13 12:11:22 main:581] : INFO : Epoch 1943 | loss: 0.0311671 | val_loss: 0.031167 | Time: 1989.97 ms [2022-04-13 12:11:24 main:581] : INFO : Epoch 1944 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 2017.34 ms [2022-04-13 12:11:26 main:581] : INFO : Epoch 1945 | loss: 0.0311703 | val_loss: 0.031167 | Time: 1926.68 ms [2022-04-13 12:11:28 main:581] : INFO : Epoch 1946 | loss: 0.0311691 | val_loss: 0.0311664 | Time: 1911.04 ms [2022-04-13 12:11:30 main:581] : INFO : Epoch 1947 | loss: 0.0311675 | val_loss: 0.0311644 | Time: 2008.31 ms [2022-04-13 12:11:32 main:581] : INFO : Epoch 1948 | loss: 0.0311669 | val_loss: 0.0311661 | Time: 1961.66 ms [2022-04-13 12:11:34 main:581] : INFO : Epoch 1949 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 1959.23 ms [2022-04-13 12:11:36 main:581] : INFO : Epoch 1950 | loss: 0.0311686 | val_loss: 0.0311683 | Time: 1883.92 ms [2022-04-13 12:11:38 main:581] : INFO : Epoch 1951 | loss: 0.0311671 | val_loss: 0.0311651 | Time: 1964.73 ms [2022-04-13 12:11:40 main:581] : INFO : Epoch 1952 | loss: 0.031165 | val_loss: 0.031163 | Time: 1979.33 ms [2022-04-13 12:11:42 main:581] : INFO : Epoch 1953 | loss: 0.031169 | val_loss: 0.0311686 | Time: 2007.83 ms [2022-04-13 12:11:44 main:581] : INFO : Epoch 1954 | loss: 0.0313314 | val_loss: 0.034689 | Time: 1962.47 ms [2022-04-13 12:11:46 main:581] : INFO : Epoch 1955 | loss: 0.0374652 | val_loss: 0.0443938 | Time: 1980.89 ms [2022-04-13 12:11:48 main:581] : INFO : Epoch 1956 | loss: 0.0390751 | val_loss: 0.0334609 | Time: 1978.95 ms [2022-04-13 12:11:50 main:581] : INFO : Epoch 1957 | loss: 0.0322338 | val_loss: 0.031529 | Time: 1896.12 ms [2022-04-13 12:11:52 main:581] : INFO : Epoch 1958 | loss: 0.0313893 | val_loss: 0.0313139 | Time: 1994.8 ms [2022-04-13 12:11:54 main:581] : INFO : Epoch 1959 | loss: 0.0312855 | val_loss: 0.031267 | Time: 1997.47 ms [2022-04-13 12:11:56 main:581] : INFO : Epoch 1960 | loss: 0.0312571 | val_loss: 0.0312503 | Time: 1915.68 ms [2022-04-13 12:11:58 main:581] : INFO : Epoch 1961 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 1978.73 ms [2022-04-13 12:12:00 main:581] : INFO : Epoch 1962 | loss: 0.031245 | val_loss: 0.0312426 | Time: 1968.12 ms [2022-04-13 12:12:02 main:581] : INFO : Epoch 1963 | loss: 0.0312418 | val_loss: 0.031239 | Time: 1966.87 ms [2022-04-13 12:12:04 main:581] : INFO : Epoch 1964 | loss: 0.0312385 | val_loss: 0.0312349 | Time: 1977.2 ms [2022-04-13 12:12:06 main:581] : INFO : Epoch 1965 | loss: 0.0312351 | val_loss: 0.0312311 | Time: 1994.44 ms [2022-04-13 12:12:08 main:581] : INFO : Epoch 1966 | loss: 0.0312321 | val_loss: 0.0312268 | Time: 1996.29 ms [2022-04-13 12:12:10 main:581] : INFO : Epoch 1967 | loss: 0.0312288 | val_loss: 0.0312236 | Time: 1957.71 ms [2022-04-13 12:12:12 main:581] : INFO : Epoch 1968 | loss: 0.0312212 | val_loss: 0.0312135 | Time: 1977.54 ms [2022-04-13 12:12:14 main:581] : INFO : Epoch 1969 | loss: 0.0312126 | val_loss: 0.0312115 | Time: 1986.81 ms [2022-04-13 12:12:16 main:581] : INFO : Epoch 1970 | loss: 0.0312138 | val_loss: 0.0312098 | Time: 1996.08 ms [2022-04-13 12:12:18 main:581] : INFO : Epoch 1971 | loss: 0.031212 | val_loss: 0.0312089 | Time: 1952.25 ms [2022-04-13 12:12:20 main:581] : INFO : Epoch 1972 | loss: 0.0312096 | val_loss: 0.0312065 | Time: 1976.34 ms [2022-04-13 12:12:21 main:581] : INFO : Epoch 1973 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1964.38 ms [2022-04-13 12:12:23 main:581] : INFO : Epoch 1974 | loss: 0.0312222 | val_loss: 0.031224 | Time: 1976.72 ms [2022-04-13 12:12:25 main:581] : INFO : Epoch 1975 | loss: 0.0312236 | val_loss: 0.0312232 | Time: 1972.05 ms [2022-04-13 12:12:27 main:581] : INFO : Epoch 1976 | loss: 0.0312232 | val_loss: 0.0312234 | Time: 1936.46 ms [2022-04-13 12:12:29 main:581] : INFO : Epoch 1977 | loss: 0.0312229 | val_loss: 0.0312236 | Time: 1955.2 ms [2022-04-13 12:12:31 main:581] : INFO : Epoch 1978 | loss: 0.031222 | val_loss: 0.031223 | Time: 1932.88 ms [2022-04-13 12:12:33 main:581] : INFO : Epoch 1979 | loss: 0.0312206 | val_loss: 0.03122 | Time: 1960.67 ms [2022-04-13 12:12:35 main:581] : INFO : Epoch 1980 | loss: 0.0312203 | val_loss: 0.0312217 | Time: 1995.57 ms [2022-04-13 12:12:37 main:581] : INFO : Epoch 1981 | loss: 0.0312183 | val_loss: 0.0312202 | Time: 1956.6 ms [2022-04-13 12:12:39 main:581] : INFO : Epoch 1982 | loss: 0.0312171 | val_loss: 0.0312195 | Time: 1993.67 ms [2022-04-13 12:12:41 main:581] : INFO : Epoch 1983 | loss: 0.0312171 | val_loss: 0.0312198 | Time: 1983.54 ms [2022-04-13 12:12:43 main:581] : INFO : Epoch 1984 | loss: 0.0312165 | val_loss: 0.031219 | Time: 1980.02 ms [2022-04-13 12:12:45 main:581] : INFO : Epoch 1985 | loss: 0.0312159 | val_loss: 0.0312187 | Time: 1909.03 ms [2022-04-13 12:12:47 main:581] : INFO : Epoch 1986 | loss: 0.0312151 | val_loss: 0.0312185 | Time: 1977.98 ms [2022-04-13 12:12:49 main:581] : INFO : Epoch 1987 | loss: 0.0312151 | val_loss: 0.0312192 | Time: 2015.13 ms [2022-04-13 12:12:51 main:581] : INFO : Epoch 1988 | loss: 0.031215 | val_loss: 0.0312183 | Time: 2037.99 ms [2022-04-13 12:12:53 main:581] : INFO : Epoch 1989 | loss: 0.0312142 | val_loss: 0.0312182 | Time: 2023.5 ms [2022-04-13 12:12:55 main:581] : INFO : Epoch 1990 | loss: 0.0312136 | val_loss: 0.0312176 | Time: 2023.59 ms [2022-04-13 12:12:57 main:581] : INFO : Epoch 1991 | loss: 0.0312133 | val_loss: 0.0312189 | Time: 2010.09 ms [2022-04-13 12:12:59 main:581] : INFO : Epoch 1992 | loss: 0.0312131 | val_loss: 0.0312171 | Time: 1977.44 ms [2022-04-13 12:13:01 main:581] : INFO : Epoch 1993 | loss: 0.0312124 | val_loss: 0.0312174 | Time: 2011.59 ms [2022-04-13 12:13:03 main:581] : INFO : Epoch 1994 | loss: 0.0312121 | val_loss: 0.0312186 | Time: 2001.04 ms [2022-04-13 12:13:05 main:581] : INFO : Epoch 1995 | loss: 0.0312117 | val_loss: 0.0312172 | Time: 1967.69 ms [2022-04-13 12:13:07 main:581] : INFO : Epoch 1996 | loss: 0.0312113 | val_loss: 0.0312172 | Time: 1988.22 ms [2022-04-13 12:13:09 main:581] : INFO : Epoch 1997 | loss: 0.0312111 | val_loss: 0.0312171 | Time: 1905.56 ms [2022-04-13 12:13:11 main:581] : INFO : Epoch 1998 | loss: 0.0312107 | val_loss: 0.0312167 | Time: 1965.09 ms [2022-04-13 12:13:13 main:581] : INFO : Epoch 1999 | loss: 0.0312114 | val_loss: 0.0312166 | Time: 1954.29 ms [2022-04-13 12:13:15 main:581] : INFO : Epoch 2000 | loss: 0.0312112 | val_loss: 0.0312163 | Time: 1982.95 ms [2022-04-13 12:13:17 main:581] : INFO : Epoch 2001 | loss: 0.0312102 | val_loss: 0.0312178 | Time: 1920.26 ms [2022-04-13 12:13:19 main:581] : INFO : Epoch 2002 | loss: 0.0312102 | val_loss: 0.0312176 | Time: 1989.81 ms [2022-04-13 12:13:21 main:581] : INFO : Epoch 2003 | loss: 0.0312096 | val_loss: 0.0312165 | Time: 1972.9 ms [2022-04-13 12:13:23 main:581] : INFO : Epoch 2004 | loss: 0.0312091 | val_loss: 0.0312161 | Time: 1940.22 ms [2022-04-13 12:13:25 main:581] : INFO : Epoch 2005 | loss: 0.0312095 | val_loss: 0.0312148 | Time: 1993.06 ms [2022-04-13 12:13:27 main:581] : INFO : Epoch 2006 | loss: 0.0312096 | val_loss: 0.0312155 | Time: 2023.36 ms [2022-04-13 12:13:29 main:581] : INFO : Epoch 2007 | loss: 0.0312092 | val_loss: 0.031215 | Time: 1984.58 ms [2022-04-13 12:13:31 main:581] : INFO : Epoch 2008 | loss: 0.0312087 | val_loss: 0.0312165 | Time: 2030.7 ms [2022-04-13 12:13:33 main:581] : INFO : Epoch 2009 | loss: 0.0312101 | val_loss: 0.0312138 | Time: 1965.3 ms [2022-04-13 12:13:35 main:581] : INFO : Epoch 2010 | loss: 0.0312084 | val_loss: 0.0312145 | Time: 1976.14 ms [2022-04-13 12:13:37 main:581] : INFO : Epoch 2011 | loss: 0.0312097 | val_loss: 0.0312144 | Time: 1978.98 ms [2022-04-13 12:13:39 main:581] : INFO : Epoch 2012 | loss: 0.0312093 | val_loss: 0.0312146 | Time: 1919.44 ms [2022-04-13 12:13:41 main:581] : INFO : Epoch 2013 | loss: 0.0312089 | val_loss: 0.0312147 | Time: 1984.72 ms [2022-04-13 12:13:43 main:581] : INFO : Epoch 2014 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 1982.63 ms [2022-04-13 12:13:45 main:581] : INFO : Epoch 2015 | loss: 0.0312155 | val_loss: 0.0312224 | Time: 2003.84 ms [2022-04-13 12:13:47 main:581] : INFO : Epoch 2016 | loss: 0.0312196 | val_loss: 0.0312229 | Time: 1986.08 ms [2022-04-13 12:13:49 main:581] : INFO : Epoch 2017 | loss: 0.0312187 | val_loss: 0.0312199 | Time: 2012.94 ms [2022-04-13 12:13:51 main:581] : INFO : Epoch 2018 | loss: 0.0312181 | val_loss: 0.0312198 | Time: 2008.64 ms [2022-04-13 12:13:53 main:581] : INFO : Epoch 2019 | loss: 0.0312226 | val_loss: 0.0312207 | Time: 1959.05 ms [2022-04-13 12:13:55 main:581] : INFO : Epoch 2020 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 1992.92 ms [2022-04-13 12:13:57 main:581] : INFO : Epoch 2021 | loss: 0.0312182 | val_loss: 0.0312192 | Time: 2014.66 ms [2022-04-13 12:13:59 main:581] : INFO : Epoch 2022 | loss: 0.0312174 | val_loss: 0.0312175 | Time: 2014.41 ms [2022-04-13 12:14:01 main:581] : INFO : Epoch 2023 | loss: 0.0312164 | val_loss: 0.0312173 | Time: 1997.85 ms [2022-04-13 12:14:03 main:581] : INFO : Epoch 2024 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 1951.94 ms [2022-04-13 12:14:04 main:581] : INFO : Epoch 2025 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 1974.59 ms [2022-04-13 12:14:06 main:581] : INFO : Epoch 2026 | loss: 0.0312157 | val_loss: 0.0312189 | Time: 1954.78 ms [2022-04-13 12:14:08 main:581] : INFO : Epoch 2027 | loss: 0.0312147 | val_loss: 0.0312178 | Time: 1992.05 ms [2022-04-13 12:14:10 main:581] : INFO : Epoch 2028 | loss: 0.0312149 | val_loss: 0.0312177 | Time: 1989.94 ms [2022-04-13 12:14:12 main:581] : INFO : Epoch 2029 | loss: 0.0312153 | val_loss: 0.0312184 | Time: 1962.59 ms [2022-04-13 12:14:14 main:581] : INFO : Epoch 2030 | loss: 0.031215 | val_loss: 0.0312177 | Time: 2008.78 ms [2022-04-13 12:14:16 main:581] : INFO : Epoch 2031 | loss: 0.031215 | val_loss: 0.0312182 | Time: 2021.44 ms [2022-04-13 12:14:18 main:581] : INFO : Epoch 2032 | loss: 0.0312147 | val_loss: 0.0312165 | Time: 1954.24 ms [2022-04-13 12:14:20 main:581] : INFO : Epoch 2033 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 1989.98 ms [2022-04-13 12:14:22 main:581] : INFO : Epoch 2034 | loss: 0.0312151 | val_loss: 0.0312173 | Time: 1917.85 ms [2022-04-13 12:14:24 main:581] : INFO : Epoch 2035 | loss: 0.0312146 | val_loss: 0.0312176 | Time: 1943.47 ms [2022-04-13 12:14:26 main:581] : INFO : Epoch 2036 | loss: 0.0312132 | val_loss: 0.0312166 | Time: 1945.57 ms [2022-04-13 12:14:28 main:581] : INFO : Epoch 2037 | loss: 0.0312132 | val_loss: 0.0312172 | Time: 1969.94 ms [2022-04-13 12:14:30 main:581] : INFO : Epoch 2038 | loss: 0.0312137 | val_loss: 0.0312196 | Time: 1983.94 ms [2022-04-13 12:14:32 main:581] : INFO : Epoch 2039 | loss: 0.0312136 | val_loss: 0.0312155 | Time: 2010.83 ms [2022-04-13 12:14:34 main:581] : INFO : Epoch 2040 | loss: 0.0312123 | val_loss: 0.0312151 | Time: 1998.28 ms [2022-04-13 12:14:36 main:581] : INFO : Epoch 2041 | loss: 0.0312128 | val_loss: 0.0312141 | Time: 1957.29 ms [2022-04-13 12:14:38 main:581] : INFO : Epoch 2042 | loss: 0.0312126 | val_loss: 0.0312145 | Time: 1955.75 ms [2022-04-13 12:14:40 main:581] : INFO : Epoch 2043 | loss: 0.0312127 | val_loss: 0.0312144 | Time: 1986.34 ms [2022-04-13 12:14:42 main:581] : INFO : Epoch 2044 | loss: 0.0312117 | val_loss: 0.0312172 | Time: 2015.88 ms [2022-04-13 12:14:44 main:581] : INFO : Epoch 2045 | loss: 0.0312118 | val_loss: 0.0312162 | Time: 1980.88 ms [2022-04-13 12:14:46 main:581] : INFO : Epoch 2046 | loss: 0.0312112 | val_loss: 0.0312128 | Time: 2033.35 ms [2022-04-13 12:14:48 main:581] : INFO : Epoch 2047 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 1991.46 ms [2022-04-13 12:14:50 main:581] : INFO : Epoch 2048 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 1951.24 ms [2022-04-13 12:14:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312138 [2022-04-13 12:14:50 main:610] : INFO : Saving end state to config to file [2022-04-13 12:14:50 main:615] : INFO : Success, exiting.. 12:14:50 (304973): 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)