Task 14618696
| Name | ParityModified-1647043100-3128-3-0_1 |
| Workunit | 11194061 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 6:52:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 45 sec |
| CPU time | 1 hours 7 min 42 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> 81] : INFO : Epoch 1538 | loss: 0.0311983 | val_loss: 0.0311969 | Time: 1909.21 ms [2022-04-13 00:35:35 main:581] : INFO : Epoch 1539 | loss: 0.031189 | val_loss: 0.0311858 | Time: 1986.58 ms [2022-04-13 00:35:37 main:581] : INFO : Epoch 1540 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 1978.66 ms [2022-04-13 00:35:39 main:581] : INFO : Epoch 1541 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1956.19 ms [2022-04-13 00:35:41 main:581] : INFO : Epoch 1542 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 1942.41 ms [2022-04-13 00:35:43 main:581] : INFO : Epoch 1543 | loss: 0.031173 | val_loss: 0.0311791 | Time: 1972.72 ms [2022-04-13 00:35:45 main:581] : INFO : Epoch 1544 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 2001.67 ms [2022-04-13 00:35:47 main:581] : INFO : Epoch 1545 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 2003.91 ms [2022-04-13 00:35:49 main:581] : INFO : Epoch 1546 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 1946.39 ms [2022-04-13 00:35:50 main:581] : INFO : Epoch 1547 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 1994.71 ms [2022-04-13 00:35:53 main:581] : INFO : Epoch 1548 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 2014.29 ms [2022-04-13 00:35:55 main:581] : INFO : Epoch 1549 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 1997.96 ms [2022-04-13 00:35:56 main:581] : INFO : Epoch 1550 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 1949.93 ms [2022-04-13 00:35:58 main:581] : INFO : Epoch 1551 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2000.27 ms [2022-04-13 00:36:00 main:581] : INFO : Epoch 1552 | loss: 0.031166 | val_loss: 0.0311742 | Time: 2016.03 ms [2022-04-13 00:36:02 main:581] : INFO : Epoch 1553 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 1965.22 ms [2022-04-13 00:36:04 main:581] : INFO : Epoch 1554 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 1900.42 ms [2022-04-13 00:36:06 main:581] : INFO : Epoch 1555 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 1987.14 ms [2022-04-13 00:36:08 main:581] : INFO : Epoch 1556 | loss: 0.0311645 | val_loss: 0.0311779 | Time: 1955.92 ms [2022-04-13 00:36:10 main:581] : INFO : Epoch 1557 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1963.85 ms [2022-04-13 00:36:12 main:581] : INFO : Epoch 1558 | loss: 0.0311652 | val_loss: 0.0311802 | Time: 1969.41 ms [2022-04-13 00:36:14 main:581] : INFO : Epoch 1559 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 2007.37 ms [2022-04-13 00:36:16 main:581] : INFO : Epoch 1560 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1986.86 ms [2022-04-13 00:36:18 main:581] : INFO : Epoch 1561 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1949.05 ms [2022-04-13 00:36:20 main:581] : INFO : Epoch 1562 | loss: 0.031163 | val_loss: 0.0311801 | Time: 1925.5 ms [2022-04-13 00:36:22 main:581] : INFO : Epoch 1563 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 1992.35 ms [2022-04-13 00:36:24 main:581] : INFO : Epoch 1564 | loss: 0.0311615 | val_loss: 0.0311757 | Time: 1918.36 ms [2022-04-13 00:36:26 main:581] : INFO : Epoch 1565 | loss: 0.0311609 | val_loss: 0.0311772 | Time: 1977.02 ms [2022-04-13 00:36:28 main:581] : INFO : Epoch 1566 | loss: 0.0311603 | val_loss: 0.031175 | Time: 1958.21 ms [2022-04-13 00:36:30 main:581] : INFO : Epoch 1567 | loss: 0.0311606 | val_loss: 0.0311793 | Time: 1987.67 ms [2022-04-13 00:36:32 main:581] : INFO : Epoch 1568 | loss: 0.0311602 | val_loss: 0.0311759 | Time: 2008.04 ms [2022-04-13 00:36:34 main:581] : INFO : Epoch 1569 | loss: 0.0311602 | val_loss: 0.0311783 | Time: 1952.09 ms [2022-04-13 00:36:36 main:581] : INFO : Epoch 1570 | loss: 0.0311604 | val_loss: 0.0311778 | Time: 1929.89 ms [2022-04-13 00:36:38 main:581] : INFO : Epoch 1571 | loss: 0.0311602 | val_loss: 0.031176 | Time: 1988 ms [2022-04-13 00:36:40 main:581] : INFO : Epoch 1572 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 2003.19 ms [2022-04-13 00:36:42 main:581] : INFO : Epoch 1573 | loss: 0.0311592 | val_loss: 0.0311763 | Time: 1990.72 ms [2022-04-13 00:36:44 main:581] : INFO : Epoch 1574 | loss: 0.03116 | val_loss: 0.0311779 | Time: 1965.14 ms [2022-04-13 00:36:46 main:581] : INFO : Epoch 1575 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 1991.76 ms [2022-04-13 00:36:48 main:581] : INFO : Epoch 1576 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 2017.65 ms [2022-04-13 00:36:50 main:581] : INFO : Epoch 1577 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2008.94 ms [2022-04-13 00:36:52 main:581] : INFO : Epoch 1578 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 1992.07 ms [2022-04-13 00:36:54 main:581] : INFO : Epoch 1579 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 1985.08 ms [2022-04-13 00:36:56 main:581] : INFO : Epoch 1580 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 1994.75 ms [2022-04-13 00:36:58 main:581] : INFO : Epoch 1581 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 1940.54 ms [2022-04-13 00:37:00 main:581] : INFO : Epoch 1582 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 1940.76 ms [2022-04-13 00:37:02 main:581] : INFO : Epoch 1583 | loss: 0.0311621 | val_loss: 0.031175 | Time: 1975.21 ms [2022-04-13 00:37:04 main:581] : INFO : Epoch 1584 | loss: 0.0311622 | val_loss: 0.0311768 | Time: 2013.78 ms [2022-04-13 00:37:06 main:581] : INFO : Epoch 1585 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 1977.49 ms [2022-04-13 00:37:08 main:581] : INFO : Epoch 1586 | loss: 0.0311595 | val_loss: 0.0311762 | Time: 1959.52 ms [2022-04-13 00:37:10 main:581] : INFO : Epoch 1587 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 1931.16 ms [2022-04-13 00:37:11 main:581] : INFO : Epoch 1588 | loss: 0.0311589 | val_loss: 0.031176 | Time: 1979.21 ms [2022-04-13 00:37:13 main:581] : INFO : Epoch 1589 | loss: 0.0311593 | val_loss: 0.0311783 | Time: 1925.02 ms [2022-04-13 00:37:15 main:581] : INFO : Epoch 1590 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 1964.7 ms [2022-04-13 00:37:17 main:581] : INFO : Epoch 1591 | loss: 0.0311576 | val_loss: 0.0311742 | Time: 1976.86 ms [2022-04-13 00:37:19 main:581] : INFO : Epoch 1592 | loss: 0.031158 | val_loss: 0.0311763 | Time: 1964.3 ms [2022-04-13 00:37:21 main:581] : INFO : Epoch 1593 | loss: 0.0311588 | val_loss: 0.0311764 | Time: 1965.97 ms [2022-04-13 00:37:23 main:581] : INFO : Epoch 1594 | loss: 0.0311615 | val_loss: 0.0311766 | Time: 2016.52 ms [2022-04-13 00:37:25 main:581] : INFO : Epoch 1595 | loss: 0.0311608 | val_loss: 0.0311752 | Time: 1955.06 ms [2022-04-13 00:37:27 main:581] : INFO : Epoch 1596 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 1980.4 ms [2022-04-13 00:37:29 main:581] : INFO : Epoch 1597 | loss: 0.0311591 | val_loss: 0.0311744 | Time: 1985.47 ms [2022-04-13 00:37:31 main:581] : INFO : Epoch 1598 | loss: 0.0311579 | val_loss: 0.0311754 | Time: 1969.7 ms [2022-04-13 00:37:33 main:581] : INFO : Epoch 1599 | loss: 0.031157 | val_loss: 0.0311788 | Time: 2002.76 ms [2022-04-13 00:37:35 main:581] : INFO : Epoch 1600 | loss: 0.031156 | val_loss: 0.0311771 | Time: 1917.07 ms [2022-04-13 00:37:37 main:581] : INFO : Epoch 1601 | loss: 0.0311558 | val_loss: 0.0311765 | Time: 1985.71 ms [2022-04-13 00:37:39 main:581] : INFO : Epoch 1602 | loss: 0.0311577 | val_loss: 0.0311807 | Time: 1987.82 ms [2022-04-13 00:37:41 main:581] : INFO : Epoch 1603 | loss: 0.031159 | val_loss: 0.0311807 | Time: 2007.69 ms [2022-04-13 00:37:43 main:581] : INFO : Epoch 1604 | loss: 0.0311585 | val_loss: 0.0311788 | Time: 2002.02 ms [2022-04-13 00:37:45 main:581] : INFO : Epoch 1605 | loss: 0.0311551 | val_loss: 0.0311796 | Time: 1992.69 ms [2022-04-13 00:37:47 main:581] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311815 | Time: 1926.1 ms [2022-04-13 00:37:49 main:581] : INFO : Epoch 1607 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 1936.8 ms [2022-04-13 00:37:51 main:581] : INFO : Epoch 1608 | loss: 0.0311543 | val_loss: 0.0311807 | Time: 1974.64 ms [2022-04-13 00:37:53 main:581] : INFO : Epoch 1609 | loss: 0.0311562 | val_loss: 0.0311772 | Time: 1998.65 ms [2022-04-13 00:37:55 main:581] : INFO : Epoch 1610 | loss: 0.0311568 | val_loss: 0.0311781 | Time: 2004.67 ms [2022-04-13 00:37:57 main:581] : INFO : Epoch 1611 | loss: 0.0311557 | val_loss: 0.0311767 | Time: 1973.79 ms [2022-04-13 00:37:59 main:581] : INFO : Epoch 1612 | loss: 0.0311558 | val_loss: 0.0311778 | Time: 1965.48 ms [2022-04-13 00:38:01 main:581] : INFO : Epoch 1613 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 1999.19 ms [2022-04-13 00:38:03 main:581] : INFO : Epoch 1614 | loss: 0.0311553 | val_loss: 0.0311774 | Time: 1977.8 ms [2022-04-13 00:38:05 main:581] : INFO : Epoch 1615 | loss: 0.0311532 | val_loss: 0.0311772 | Time: 1947 ms [2022-04-13 00:38:07 main:581] : INFO : Epoch 1616 | loss: 0.0311515 | val_loss: 0.0311823 | Time: 1995.54 ms [2022-04-13 00:38:09 main:581] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311784 | Time: 1924.76 ms [2022-04-13 00:38:11 main:581] : INFO : Epoch 1618 | loss: 0.0311536 | val_loss: 0.0311808 | Time: 1946.4 ms [2022-04-13 00:38:13 main:581] : INFO : Epoch 1619 | loss: 0.0311571 | val_loss: 0.0311865 | Time: 1986.08 ms [2022-04-13 00:38:15 main:581] : INFO : Epoch 1620 | loss: 0.0311623 | val_loss: 0.0311789 | Time: 1990.02 ms [2022-04-13 00:38:17 main:581] : INFO : Epoch 1621 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 1965.04 ms [2022-04-13 00:38:19 main:581] : INFO : Epoch 1622 | loss: 0.0311616 | val_loss: 0.0311807 | Time: 1919.29 ms [2022-04-13 00:38:21 main:581] : INFO : Epoch 1623 | loss: 0.0311627 | val_loss: 0.0311818 | Time: 1999.64 ms [2022-04-13 00:38:22 main:581] : INFO : Epoch 1624 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 1940.94 ms [2022-04-13 00:38:24 main:581] : INFO : Epoch 1625 | loss: 0.0311586 | val_loss: 0.0311782 | Time: 1960.08 ms [2022-04-13 00:38:26 main:581] : INFO : Epoch 1626 | loss: 0.0311604 | val_loss: 0.0311813 | Time: 2005.06 ms [2022-04-13 00:38:28 main:581] : INFO : Epoch 1627 | loss: 0.0311581 | val_loss: 0.0311792 | Time: 1990.04 ms [2022-04-13 00:38:30 main:581] : INFO : Epoch 1628 | loss: 0.0311556 | val_loss: 0.0311805 | Time: 1991.04 ms [2022-04-13 00:38:32 main:581] : INFO : Epoch 1629 | loss: 0.0311545 | val_loss: 0.0311808 | Time: 1961.66 ms [2022-04-13 00:38:34 main:581] : INFO : Epoch 1630 | loss: 0.0311548 | val_loss: 0.0311797 | Time: 2017.11 ms [2022-04-13 00:38:36 main:581] : INFO : Epoch 1631 | loss: 0.0311563 | val_loss: 0.0311813 | Time: 1956.84 ms [2022-04-13 00:38:38 main:581] : INFO : Epoch 1632 | loss: 0.0311561 | val_loss: 0.0311782 | Time: 1966.17 ms [2022-04-13 00:38:40 main:581] : INFO : Epoch 1633 | loss: 0.0311559 | val_loss: 0.0311795 | Time: 1999 ms [2022-04-13 00:38:42 main:581] : INFO : Epoch 1634 | loss: 0.0311553 | val_loss: 0.0311804 | Time: 2000.08 ms [2022-04-13 00:38:44 main:581] : INFO : Epoch 1635 | loss: 0.0311571 | val_loss: 0.03118 | Time: 2061.72 ms [2022-04-13 00:38:46 main:581] : INFO : Epoch 1636 | loss: 0.0311539 | val_loss: 0.0311808 | Time: 2041.23 ms [2022-04-13 00:38:48 main:581] : INFO : Epoch 1637 | loss: 0.0311536 | val_loss: 0.0311798 | Time: 1916.04 ms [2022-04-13 00:38:50 main:581] : INFO : Epoch 1638 | loss: 0.0311545 | val_loss: 0.0311779 | Time: 2020.09 ms [2022-04-13 00:38:52 main:581] : INFO : Epoch 1639 | loss: 0.0311539 | val_loss: 0.0311779 | Time: 1973.78 ms [2022-04-13 00:38:54 main:581] : INFO : Epoch 1640 | loss: 0.0311522 | val_loss: 0.031178 | Time: 1937.23 ms [2022-04-13 00:38:56 main:581] : INFO : Epoch 1641 | loss: 0.0311523 | val_loss: 0.03118 | Time: 1980.79 ms [2022-04-13 00:38:58 main:581] : INFO : Epoch 1642 | loss: 0.0311536 | val_loss: 0.0311844 | Time: 1990.15 ms [2022-04-13 00:39:00 main:581] : INFO : Epoch 1643 | loss: 0.0311575 | val_loss: 0.0311818 | Time: 1980.15 ms [2022-04-13 00:39:02 main:581] : INFO : Epoch 1644 | loss: 0.0311561 | val_loss: 0.0311801 | Time: 1977.06 ms [2022-04-13 00:39:04 main:581] : INFO : Epoch 1645 | loss: 0.031154 | val_loss: 0.0311793 | Time: 2004.89 ms [2022-04-13 00:39:06 main:581] : INFO : Epoch 1646 | loss: 0.0311543 | val_loss: 0.0311788 | Time: 1969.84 ms [2022-04-13 00:39:08 main:581] : INFO : Epoch 1647 | loss: 0.0311533 | val_loss: 0.0311809 | Time: 1944.33 ms [2022-04-13 00:39:10 main:581] : INFO : Epoch 1648 | loss: 0.0311525 | val_loss: 0.0311844 | Time: 1984.31 ms [2022-04-13 00:39:12 main:581] : INFO : Epoch 1649 | loss: 0.0311541 | val_loss: 0.0311807 | Time: 1956.42 ms [2022-04-13 00:39:14 main:581] : INFO : Epoch 1650 | loss: 0.0311538 | val_loss: 0.0311839 | Time: 1945.7 ms [2022-04-13 00:39:16 main:581] : INFO : Epoch 1651 | loss: 0.0311539 | val_loss: 0.0311831 | Time: 1966.86 ms [2022-04-13 00:39:18 main:581] : INFO : Epoch 1652 | loss: 0.0311542 | val_loss: 0.0311806 | Time: 1978.84 ms [2022-04-13 00:39:20 main:581] : INFO : Epoch 1653 | loss: 0.0311553 | val_loss: 0.031187 | Time: 1966.11 ms [2022-04-13 00:39:22 main:581] : INFO : Epoch 1654 | loss: 0.0311526 | val_loss: 0.0311832 | Time: 2014.53 ms [2022-04-13 00:39:24 main:581] : INFO : Epoch 1655 | loss: 0.0311553 | val_loss: 0.0311799 | Time: 1973.5 ms [2022-04-13 00:39:26 main:581] : INFO : Epoch 1656 | loss: 0.0311596 | val_loss: 0.0311847 | Time: 1951.05 ms [2022-04-13 00:39:28 main:581] : INFO : Epoch 1657 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 2006.89 ms [2022-04-13 00:39:30 main:581] : INFO : Epoch 1658 | loss: 0.031169 | val_loss: 0.0311786 | Time: 1998.23 ms [2022-04-13 00:39:32 main:581] : INFO : Epoch 1659 | loss: 0.0311638 | val_loss: 0.0311807 | Time: 2014.95 ms [2022-04-13 00:39:34 main:581] : INFO : Epoch 1660 | loss: 0.0311621 | val_loss: 0.0311811 | Time: 1945.87 ms [2022-04-13 00:39:36 main:581] : INFO : Epoch 1661 | loss: 0.0311606 | val_loss: 0.0311789 | Time: 2022.56 ms [2022-04-13 00:39:38 main:581] : INFO : Epoch 1662 | loss: 0.031157 | val_loss: 0.031184 | Time: 2040.29 ms [2022-04-13 00:39:40 main:581] : INFO : Epoch 1663 | loss: 0.0311563 | val_loss: 0.0311786 | Time: 1980.63 ms [2022-04-13 00:39:42 main:581] : INFO : Epoch 1664 | loss: 0.0311537 | val_loss: 0.0311787 | Time: 1976.18 ms [2022-04-13 00:39:44 main:581] : INFO : Epoch 1665 | loss: 0.0311526 | val_loss: 0.0311818 | Time: 1956.84 ms [2022-04-13 00:39:46 main:581] : INFO : Epoch 1666 | loss: 0.0311552 | val_loss: 0.0311813 | Time: 2025.32 ms [2022-04-13 00:39:48 main:581] : INFO : Epoch 1667 | loss: 0.0311553 | val_loss: 0.0311793 | Time: 1993.42 ms [2022-04-13 00:39:50 main:581] : INFO : Epoch 1668 | loss: 0.0311538 | val_loss: 0.0311807 | Time: 1953.78 ms [2022-04-13 00:39:52 main:581] : INFO : Epoch 1669 | loss: 0.0311502 | val_loss: 0.0311815 | Time: 1989.33 ms [2022-04-13 00:39:54 main:581] : INFO : Epoch 1670 | loss: 0.0311486 | val_loss: 0.0311793 | Time: 2003.77 ms [2022-04-13 00:39:56 main:581] : INFO : Epoch 1671 | loss: 0.0311516 | val_loss: 0.0311812 | Time: 1934.46 ms [2022-04-13 00:39:58 main:581] : INFO : Epoch 1672 | loss: 0.0311513 | val_loss: 0.0311786 | Time: 1948.69 ms [2022-04-13 00:40:00 main:581] : INFO : Epoch 1673 | loss: 0.0311504 | val_loss: 0.0311797 | Time: 1958.96 ms [2022-04-13 00:40:02 main:581] : INFO : Epoch 1674 | loss: 0.03115 | val_loss: 0.0311791 | Time: 1924.62 ms [2022-04-13 00:40:03 main:581] : INFO : Epoch 1675 | loss: 0.031149 | val_loss: 0.031182 | Time: 1914.95 ms [2022-04-13 00:40:05 main:581] : INFO : Epoch 1676 | loss: 0.0311474 | val_loss: 0.0311827 | Time: 1991.48 ms [2022-04-13 00:40:07 main:581] : INFO : Epoch 1677 | loss: 0.0311492 | val_loss: 0.0311826 | Time: 1988.55 ms [2022-04-13 00:40:09 main:581] : INFO : Epoch 1678 | loss: 0.0311503 | val_loss: 0.0311837 | Time: 1963.32 ms [2022-04-13 00:40:11 main:581] : INFO : Epoch 1679 | loss: 0.0311507 | val_loss: 0.0311817 | Time: 1979.43 ms [2022-04-13 00:40:13 main:581] : INFO : Epoch 1680 | loss: 0.0311491 | val_loss: 0.031184 | Time: 2000.42 ms [2022-04-13 00:40:15 main:581] : INFO : Epoch 1681 | loss: 0.0311496 | val_loss: 0.0311817 | Time: 1942.22 ms [2022-04-13 00:40:17 main:581] : INFO : Epoch 1682 | loss: 0.0311556 | val_loss: 0.0311809 | Time: 1991.92 ms [2022-04-13 00:40:19 main:581] : INFO : Epoch 1683 | loss: 0.0311511 | val_loss: 0.0311811 | Time: 1961.73 ms [2022-04-13 00:40:21 main:581] : INFO : Epoch 1684 | loss: 0.0311504 | val_loss: 0.0311812 | Time: 1973.07 ms [2022-04-13 00:40:23 main:581] : INFO : Epoch 1685 | loss: 0.031147 | val_loss: 0.0311786 | Time: 1968.26 ms [2022-04-13 00:40:25 main:581] : INFO : Epoch 1686 | loss: 0.0311468 | val_loss: 0.0311827 | Time: 2001.2 ms [2022-04-13 00:40:27 main:581] : INFO : Epoch 1687 | loss: 0.0311484 | val_loss: 0.0311851 | Time: 1987.48 ms [2022-04-13 00:40:29 main:581] : INFO : Epoch 1688 | loss: 0.0311496 | val_loss: 0.0311801 | Time: 1951.14 ms [2022-04-13 00:40:31 main:581] : INFO : Epoch 1689 | loss: 0.0311556 | val_loss: 0.0311792 | Time: 1980.1 ms [2022-04-13 00:40:33 main:581] : INFO : Epoch 1690 | loss: 0.0311551 | val_loss: 0.0311782 | Time: 1960.21 ms [2022-04-13 00:40:35 main:581] : INFO : Epoch 1691 | loss: 0.0311536 | val_loss: 0.0311816 | Time: 1978.42 ms [2022-04-13 00:40:37 main:581] : INFO : Epoch 1692 | loss: 0.031152 | val_loss: 0.0311817 | Time: 1990.11 ms [2022-04-13 00:40:39 main:581] : INFO : Epoch 1693 | loss: 0.0311504 | val_loss: 0.031177 | Time: 1964.15 ms [2022-04-13 00:40:41 main:581] : INFO : Epoch 1694 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 1995.98 ms [2022-04-13 00:40:43 main:581] : INFO : Epoch 1695 | loss: 0.0311547 | val_loss: 0.0311779 | Time: 2013.87 ms [2022-04-13 00:40:45 main:581] : INFO : Epoch 1696 | loss: 0.0311537 | val_loss: 0.0311774 | Time: 2003.01 ms [2022-04-13 00:40:47 main:581] : INFO : Epoch 1697 | loss: 0.0311534 | val_loss: 0.0311805 | Time: 1935.47 ms [2022-04-13 00:40:49 main:581] : INFO : Epoch 1698 | loss: 0.0311521 | val_loss: 0.0311773 | Time: 1979.03 ms [2022-04-13 00:40:51 main:581] : INFO : Epoch 1699 | loss: 0.0311521 | val_loss: 0.0311797 | Time: 1960.49 ms [2022-04-13 00:40:53 main:581] : INFO : Epoch 1700 | loss: 0.0311514 | val_loss: 0.0311777 | Time: 1959.97 ms [2022-04-13 00:40:55 main:581] : INFO : Epoch 1701 | loss: 0.0311501 | val_loss: 0.0311804 | Time: 1985.21 ms [2022-04-13 00:40:57 main:581] : INFO : Epoch 1702 | loss: 0.0311505 | val_loss: 0.0311782 | Time: 1960.58 ms [2022-04-13 00:40:59 main:581] : INFO : Epoch 1703 | loss: 0.031152 | val_loss: 0.0311799 | Time: 1950.45 ms [2022-04-13 00:41:01 main:581] : INFO : Epoch 1704 | loss: 0.03115 | val_loss: 0.0311828 | Time: 1918.77 ms [2022-04-13 00:41:03 main:581] : INFO : Epoch 1705 | loss: 0.0311518 | val_loss: 0.0311796 | Time: 1929.47 ms [2022-04-13 00:41:05 main:581] : INFO : Epoch 1706 | loss: 0.0311513 | val_loss: 0.0311803 | Time: 1969.47 ms [2022-04-13 00:41:07 main:581] : INFO : Epoch 1707 | loss: 0.0311483 | val_loss: 0.0311803 | Time: 1978.82 ms [2022-04-13 00:41:09 main:581] : INFO : Epoch 1708 | loss: 0.0311505 | val_loss: 0.0311842 | Time: 1934.69 ms [2022-04-13 00:41:10 main:581] : INFO : Epoch 1709 | loss: 0.0311518 | val_loss: 0.0311828 | Time: 1932.57 ms [2022-04-13 00:41:12 main:581] : INFO : Epoch 1710 | loss: 0.0311472 | val_loss: 0.0311798 | Time: 1986.61 ms [2022-04-13 00:41:14 main:581] : INFO : Epoch 1711 | loss: 0.0311496 | val_loss: 0.0311826 | Time: 1957.9 ms [2022-04-13 00:41:16 main:581] : INFO : Epoch 1712 | loss: 0.031149 | val_loss: 0.0311813 | Time: 1945.26 ms [2022-04-13 00:41:18 main:581] : INFO : Epoch 1713 | loss: 0.0311501 | val_loss: 0.0311847 | Time: 1945.53 ms [2022-04-13 00:41:20 main:581] : INFO : Epoch 1714 | loss: 0.031151 | val_loss: 0.0311837 | Time: 1934.83 ms [2022-04-13 00:41:22 main:581] : INFO : Epoch 1715 | loss: 0.0311487 | val_loss: 0.0311802 | Time: 2020.4 ms [2022-04-13 00:41:24 main:581] : INFO : Epoch 1716 | loss: 0.0311537 | val_loss: 0.0311815 | Time: 1967.28 ms [2022-04-13 00:41:26 main:581] : INFO : Epoch 1717 | loss: 0.0311531 | val_loss: 0.0311801 | Time: 1962.3 ms [2022-04-13 00:41:28 main:581] : INFO : Epoch 1718 | loss: 0.0311535 | val_loss: 0.0311869 | Time: 1950.69 ms [2022-04-13 00:41:30 main:581] : INFO : Epoch 1719 | loss: 0.0311512 | val_loss: 0.0311799 | Time: 1965.69 ms [2022-04-13 00:41:32 main:581] : INFO : Epoch 1720 | loss: 0.0311492 | val_loss: 0.0311797 | Time: 1954.2 ms [2022-04-13 00:41:34 main:581] : INFO : Epoch 1721 | loss: 0.0311493 | val_loss: 0.0311815 | Time: 1962.1 ms [2022-04-13 00:41:36 main:581] : INFO : Epoch 1722 | loss: 0.0311507 | val_loss: 0.0311828 | Time: 1924.41 ms [2022-04-13 00:41:38 main:581] : INFO : Epoch 1723 | loss: 0.031147 | val_loss: 0.0311829 | Time: 1999.04 ms [2022-04-13 00:41:40 main:581] : INFO : Epoch 1724 | loss: 0.0311487 | val_loss: 0.0311819 | Time: 2042.57 ms [2022-04-13 00:41:42 main:581] : INFO : Epoch 1725 | loss: 0.031147 | val_loss: 0.0311846 | Time: 2028.97 ms [2022-04-13 00:41:44 main:581] : INFO : Epoch 1726 | loss: 0.0311502 | val_loss: 0.0311815 | Time: 2012.77 ms [2022-04-13 00:41:46 main:581] : INFO : Epoch 1727 | loss: 0.0311576 | val_loss: 0.0311842 | Time: 1999.31 ms [2022-04-13 00:41:48 main:581] : INFO : Epoch 1728 | loss: 0.0311628 | val_loss: 0.0311812 | Time: 2047.62 ms [2022-04-13 00:41:50 main:581] : INFO : Epoch 1729 | loss: 0.0311591 | val_loss: 0.0311789 | Time: 2005.23 ms [2022-04-13 00:41:52 main:581] : INFO : Epoch 1730 | loss: 0.0311552 | val_loss: 0.0311787 | Time: 2021.75 ms [2022-04-13 00:41:54 main:581] : INFO : Epoch 1731 | loss: 0.0311516 | val_loss: 0.0311845 | Time: 2009.68 ms [2022-04-13 00:41:56 main:581] : INFO : Epoch 1732 | loss: 0.0311523 | val_loss: 0.0311791 | Time: 1952.52 ms [2022-04-13 00:41:58 main:581] : INFO : Epoch 1733 | loss: 0.0311566 | val_loss: 0.031176 | Time: 2019.53 ms [2022-04-13 00:42:00 main:581] : INFO : Epoch 1734 | loss: 0.0311555 | val_loss: 0.0311827 | Time: 1969.58 ms [2022-04-13 00:42:02 main:581] : INFO : Epoch 1735 | loss: 0.0311547 | val_loss: 0.0311817 | Time: 2013.22 ms [2022-04-13 00:42:04 main:581] : INFO : Epoch 1736 | loss: 0.0311517 | val_loss: 0.0311822 | Time: 2014.67 ms [2022-04-13 00:42:06 main:581] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311835 | Time: 1980.16 ms [2022-04-13 00:42:08 main:581] : INFO : Epoch 1738 | loss: 0.0311574 | val_loss: 0.0311843 | Time: 2015.67 ms [2022-04-13 00:42:10 main:581] : INFO : Epoch 1739 | loss: 0.0311588 | val_loss: 0.0311796 | Time: 2011.82 ms [2022-04-13 00:42:12 main:581] : INFO : Epoch 1740 | loss: 0.0311559 | val_loss: 0.0311805 | Time: 2004.17 ms [2022-04-13 00:42:14 main:581] : INFO : Epoch 1741 | loss: 0.0311508 | val_loss: 0.0311807 | Time: 2005.24 ms [2022-04-13 00:42:16 main:581] : INFO : Epoch 1742 | loss: 0.0311497 | val_loss: 0.0311824 | Time: 1984.47 ms [2022-04-13 00:42:18 main:581] : INFO : Epoch 1743 | loss: 0.0311484 | val_loss: 0.0311814 | Time: 1976.8 ms [2022-04-13 00:42:20 main:581] : INFO : Epoch 1744 | loss: 0.0311486 | val_loss: 0.0311843 | Time: 1997.19 ms [2022-04-13 00:42:22 main:581] : INFO : Epoch 1745 | loss: 0.0311515 | val_loss: 0.0311825 | Time: 1998.51 ms [2022-04-13 00:42:24 main:581] : INFO : Epoch 1746 | loss: 0.0311568 | val_loss: 0.0311833 | Time: 1996.67 ms [2022-04-13 00:42:26 main:581] : INFO : Epoch 1747 | loss: 0.031155 | val_loss: 0.0311786 | Time: 2001.59 ms [2022-04-13 00:42:28 main:581] : INFO : Epoch 1748 | loss: 0.0311508 | val_loss: 0.0311801 | Time: 2022.23 ms [2022-04-13 00:42:30 main:581] : INFO : Epoch 1749 | loss: 0.0311498 | val_loss: 0.0311797 | Time: 1995.45 ms [2022-04-13 00:42:32 main:581] : INFO : Epoch 1750 | loss: 0.0311499 | val_loss: 0.0311793 | Time: 2036.19 ms [2022-04-13 00:42:34 main:581] : INFO : Epoch 1751 | loss: 0.0311644 | val_loss: 0.0311837 | Time: 2018.84 ms [2022-04-13 00:42:36 main:581] : INFO : Epoch 1752 | loss: 0.0311652 | val_loss: 0.0311837 | Time: 1980.25 ms [2022-04-13 00:42:38 main:581] : INFO : Epoch 1753 | loss: 0.031162 | val_loss: 0.0311756 | Time: 1958.35 ms [2022-04-13 00:42:40 main:581] : INFO : Epoch 1754 | loss: 0.0311606 | val_loss: 0.0311774 | Time: 2010.52 ms [2022-04-13 00:42:42 main:581] : INFO : Epoch 1755 | loss: 0.0311559 | val_loss: 0.0311773 | Time: 2033.14 ms [2022-04-13 00:42:44 main:581] : INFO : Epoch 1756 | loss: 0.0311531 | val_loss: 0.03118 | Time: 1954.17 ms [2022-04-13 00:42:46 main:581] : INFO : Epoch 1757 | loss: 0.0311722 | val_loss: 0.0311904 | Time: 1944.71 ms [2022-04-13 00:42:48 main:581] : INFO : Epoch 1758 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 1925.41 ms [2022-04-13 00:42:50 main:581] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 1983.11 ms [2022-04-13 00:42:52 main:581] : INFO : Epoch 1760 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1985.93 ms [2022-04-13 00:42:54 main:581] : INFO : Epoch 1761 | loss: 0.0311724 | val_loss: 0.031181 | Time: 2020.15 ms [2022-04-13 00:42:56 main:581] : INFO : Epoch 1762 | loss: 0.0311718 | val_loss: 0.0311806 | Time: 1994.83 ms [2022-04-13 00:42:58 main:581] : INFO : Epoch 1763 | loss: 0.0311718 | val_loss: 0.031181 | Time: 1999.79 ms [2022-04-13 00:43:00 main:581] : INFO : Epoch 1764 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 1951.6 ms [2022-04-13 00:43:02 main:581] : INFO : Epoch 1765 | loss: 0.0311681 | val_loss: 0.0311829 | Time: 1980.51 ms [2022-04-13 00:43:04 main:581] : INFO : Epoch 1766 | loss: 0.0311692 | val_loss: 0.0311805 | Time: 1973.14 ms [2022-04-13 00:43:06 main:581] : INFO : Epoch 1767 | loss: 0.031167 | val_loss: 0.0311831 | Time: 2013.49 ms [2022-04-13 00:43:08 main:581] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 1978.15 ms [2022-04-13 00:43:10 main:581] : INFO : Epoch 1769 | loss: 0.0311662 | val_loss: 0.031184 | Time: 1944.74 ms [2022-04-13 00:43:12 main:581] : INFO : Epoch 1770 | loss: 0.0311699 | val_loss: 0.0311826 | Time: 1976.48 ms [2022-04-13 00:43:14 main:581] : INFO : Epoch 1771 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 1918.2 ms [2022-04-13 00:43:16 main:581] : INFO : Epoch 1772 | loss: 0.0311629 | val_loss: 0.0311805 | Time: 1967.94 ms [2022-04-13 00:43:18 main:581] : INFO : Epoch 1773 | loss: 0.0311628 | val_loss: 0.0311793 | Time: 1946.99 ms [2022-04-13 00:43:20 main:581] : INFO : Epoch 1774 | loss: 0.0311659 | val_loss: 0.0311856 | Time: 1997.68 ms [2022-04-13 00:43:22 main:581] : INFO : Epoch 1775 | loss: 0.0311731 | val_loss: 0.0311857 | Time: 1987.64 ms [2022-04-13 00:43:24 main:581] : INFO : Epoch 1776 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 2033.18 ms [2022-04-13 00:43:26 main:581] : INFO : Epoch 1777 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 1990.66 ms [2022-04-13 00:43:28 main:581] : INFO : Epoch 1778 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 1953.82 ms [2022-04-13 00:43:30 main:581] : INFO : Epoch 1779 | loss: 0.0311654 | val_loss: 0.031182 | Time: 1946.04 ms [2022-04-13 00:43:31 main:581] : INFO : Epoch 1780 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 1964.36 ms [2022-04-13 00:43:33 main:581] : INFO : Epoch 1781 | loss: 0.0311632 | val_loss: 0.0311796 | Time: 1986.68 ms [2022-04-13 00:43:35 main:581] : INFO : Epoch 1782 | loss: 0.0311624 | val_loss: 0.0311786 | Time: 2019.24 ms [2022-04-13 00:43:37 main:581] : INFO : Epoch 1783 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 2003.61 ms [2022-04-13 00:43:39 main:581] : INFO : Epoch 1784 | loss: 0.0311592 | val_loss: 0.0311793 | Time: 1943.31 ms [2022-04-13 00:43:41 main:581] : INFO : Epoch 1785 | loss: 0.0311605 | val_loss: 0.0311791 | Time: 2018.52 ms [2022-04-13 00:43:43 main:581] : INFO : Epoch 1786 | loss: 0.0311595 | val_loss: 0.0311812 | Time: 1964.78 ms [2022-04-13 00:43:45 main:581] : INFO : Epoch 1787 | loss: 0.0311616 | val_loss: 0.031182 | Time: 1942.76 ms [2022-04-13 00:43:47 main:581] : INFO : Epoch 1788 | loss: 0.0311606 | val_loss: 0.0311852 | Time: 2007.46 ms [2022-04-13 00:43:49 main:581] : INFO : Epoch 1789 | loss: 0.0311595 | val_loss: 0.0311814 | Time: 2007.08 ms [2022-04-13 00:43:51 main:581] : INFO : Epoch 1790 | loss: 0.0311595 | val_loss: 0.0311839 | Time: 1962.57 ms [2022-04-13 00:43:53 main:581] : INFO : Epoch 1791 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 2005.64 ms [2022-04-13 00:43:55 main:581] : INFO : Epoch 1792 | loss: 0.0311624 | val_loss: 0.0311794 | Time: 1981.56 ms [2022-04-13 00:43:57 main:581] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.0311804 | Time: 1942 ms [2022-04-13 00:43:59 main:581] : INFO : Epoch 1794 | loss: 0.0311675 | val_loss: 0.031183 | Time: 1914.66 ms [2022-04-13 00:44:01 main:581] : INFO : Epoch 1795 | loss: 0.0311704 | val_loss: 0.0311814 | Time: 1956.61 ms [2022-04-13 00:44:03 main:581] : INFO : Epoch 1796 | loss: 0.0311686 | val_loss: 0.0311824 | Time: 1978.37 ms [2022-04-13 00:44:05 main:581] : INFO : Epoch 1797 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 1998.24 ms [2022-04-13 00:44:07 main:581] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 2036.38 ms [2022-04-13 00:44:09 main:581] : INFO : Epoch 1799 | loss: 0.0311637 | val_loss: 0.0311794 | Time: 1913.98 ms [2022-04-13 00:44:11 main:581] : INFO : Epoch 1800 | loss: 0.031162 | val_loss: 0.0311803 | Time: 1974.34 ms [2022-04-13 00:44:13 main:581] : INFO : Epoch 1801 | loss: 0.0311611 | val_loss: 0.0311793 | Time: 1985.56 ms [2022-04-13 00:44:15 main:581] : INFO : Epoch 1802 | loss: 0.0311594 | val_loss: 0.0311785 | Time: 1937.82 ms [2022-04-13 00:44:17 main:581] : INFO : Epoch 1803 | loss: 0.0311602 | val_loss: 0.0311827 | Time: 2002.98 ms [2022-04-13 00:44:19 main:581] : INFO : Epoch 1804 | loss: 0.031167 | val_loss: 0.0311835 | Time: 2012.67 ms [2022-04-13 00:44:21 main:581] : INFO : Epoch 1805 | loss: 0.0311642 | val_loss: 0.0311836 | Time: 1933.35 ms [2022-04-13 00:44:23 main:581] : INFO : Epoch 1806 | loss: 0.0311608 | val_loss: 0.0311776 | Time: 1983.21 ms [2022-04-13 00:44:25 main:581] : INFO : Epoch 1807 | loss: 0.0311619 | val_loss: 0.0311826 | Time: 1993.41 ms [2022-04-13 00:44:27 main:581] : INFO : Epoch 1808 | loss: 0.0311663 | val_loss: 0.0311813 | Time: 2007.97 ms [2022-04-13 00:44:29 main:581] : INFO : Epoch 1809 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 1952.15 ms [2022-04-13 00:44:31 main:581] : INFO : Epoch 1810 | loss: 0.0311661 | val_loss: 0.0311801 | Time: 1960.8 ms [2022-04-13 00:44:33 main:581] : INFO : Epoch 1811 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 1975.9 ms [2022-04-13 00:44:35 main:581] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2016.78 ms [2022-04-13 00:44:37 main:581] : INFO : Epoch 1813 | loss: 0.0311616 | val_loss: 0.031179 | Time: 2003.9 ms [2022-04-13 00:44:39 main:581] : INFO : Epoch 1814 | loss: 0.0311609 | val_loss: 0.0311779 | Time: 2000.93 ms [2022-04-13 00:44:41 main:581] : INFO : Epoch 1815 | loss: 0.0311602 | val_loss: 0.0311813 | Time: 2002.73 ms [2022-04-13 00:44:43 main:581] : INFO : Epoch 1816 | loss: 0.0311597 | val_loss: 0.031182 | Time: 1962.23 ms [2022-04-13 00:44:45 main:581] : INFO : Epoch 1817 | loss: 0.0311604 | val_loss: 0.0311797 | Time: 2000.03 ms [2022-04-13 00:44:47 main:581] : INFO : Epoch 1818 | loss: 0.0311607 | val_loss: 0.0311805 | Time: 1985.01 ms [2022-04-13 00:44:49 main:581] : INFO : Epoch 1819 | loss: 0.0311584 | val_loss: 0.0311805 | Time: 1992.35 ms [2022-04-13 00:44:51 main:581] : INFO : Epoch 1820 | loss: 0.031158 | val_loss: 0.0311822 | Time: 2034.55 ms [2022-04-13 00:44:53 main:581] : INFO : Epoch 1821 | loss: 0.0311587 | val_loss: 0.0311825 | Time: 2021.79 ms [2022-04-13 00:44:55 main:581] : INFO : Epoch 1822 | loss: 0.0311591 | val_loss: 0.031184 | Time: 2023.08 ms [2022-04-13 00:44:57 main:581] : INFO : Epoch 1823 | loss: 0.0311578 | val_loss: 0.0311834 | Time: 1985.14 ms [2022-04-13 00:44:59 main:581] : INFO : Epoch 1824 | loss: 0.0311567 | val_loss: 0.0311812 | Time: 1981.87 ms [2022-04-13 00:45:01 main:581] : INFO : Epoch 1825 | loss: 0.031156 | val_loss: 0.0311815 | Time: 2016.7 ms [2022-04-13 00:45:03 main:581] : INFO : Epoch 1826 | loss: 0.0311547 | val_loss: 0.0311806 | Time: 2009.75 ms [2022-04-13 00:45:05 main:581] : INFO : Epoch 1827 | loss: 0.0311564 | val_loss: 0.0311803 | Time: 1989.21 ms [2022-04-13 00:45:07 main:581] : INFO : Epoch 1828 | loss: 0.031157 | val_loss: 0.0311848 | Time: 1943.39 ms [2022-04-13 00:45:09 main:581] : INFO : Epoch 1829 | loss: 0.0311561 | val_loss: 0.0311806 | Time: 1969.15 ms [2022-04-13 00:45:11 main:581] : INFO : Epoch 1830 | loss: 0.0311555 | val_loss: 0.0311825 | Time: 2025.98 ms [2022-04-13 00:45:13 main:581] : INFO : Epoch 1831 | loss: 0.0311585 | val_loss: 0.0311838 | Time: 1963.76 ms [2022-04-13 00:45:15 main:581] : INFO : Epoch 1832 | loss: 0.0311591 | val_loss: 0.0311791 | Time: 1984.89 ms [2022-04-13 00:45:17 main:581] : INFO : Epoch 1833 | loss: 0.0311582 | val_loss: 0.0311818 | Time: 1985.39 ms [2022-04-13 00:45:19 main:581] : INFO : Epoch 1834 | loss: 0.0311569 | val_loss: 0.0311791 | Time: 2013.08 ms [2022-04-13 00:45:21 main:581] : INFO : Epoch 1835 | loss: 0.0311579 | val_loss: 0.0311788 | Time: 2012.62 ms [2022-04-13 00:45:23 main:581] : INFO : Epoch 1836 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 2024.33 ms [2022-04-13 00:45:25 main:581] : INFO : Epoch 1837 | loss: 0.0311563 | val_loss: 0.0311767 | Time: 1986.92 ms [2022-04-13 00:45:27 main:581] : INFO : Epoch 1838 | loss: 0.031156 | val_loss: 0.0311799 | Time: 2000.1 ms [2022-04-13 00:45:29 main:581] : INFO : Epoch 1839 | loss: 0.0311549 | val_loss: 0.0311813 | Time: 1994.63 ms [2022-04-13 00:45:31 main:581] : INFO : Epoch 1840 | loss: 0.0311536 | val_loss: 0.0311825 | Time: 1969.02 ms [2022-04-13 00:45:33 main:581] : INFO : Epoch 1841 | loss: 0.0311549 | val_loss: 0.0311811 | Time: 1953.99 ms [2022-04-13 00:45:35 main:581] : INFO : Epoch 1842 | loss: 0.0311536 | val_loss: 0.0311797 | Time: 2010.73 ms [2022-04-13 00:45:37 main:581] : INFO : Epoch 1843 | loss: 0.0311523 | val_loss: 0.0311846 | Time: 1897.32 ms [2022-04-13 00:45:39 main:581] : INFO : Epoch 1844 | loss: 0.0311516 | val_loss: 0.0311805 | Time: 1992.46 ms [2022-04-13 00:45:41 main:581] : INFO : Epoch 1845 | loss: 0.0311528 | val_loss: 0.0311835 | Time: 2011.96 ms [2022-04-13 00:45:43 main:581] : INFO : Epoch 1846 | loss: 0.0311518 | val_loss: 0.0311821 | Time: 1972.82 ms [2022-04-13 00:45:45 main:581] : INFO : Epoch 1847 | loss: 0.0311514 | val_loss: 0.0311842 | Time: 1958.54 ms [2022-04-13 00:45:47 main:581] : INFO : Epoch 1848 | loss: 0.0311535 | val_loss: 0.0311802 | Time: 2029.04 ms [2022-04-13 00:45:49 main:581] : INFO : Epoch 1849 | loss: 0.0311516 | val_loss: 0.0311816 | Time: 2017.61 ms [2022-04-13 00:45:51 main:581] : INFO : Epoch 1850 | loss: 0.0311507 | val_loss: 0.031188 | Time: 1964.84 ms [2022-04-13 00:45:52 main:581] : INFO : Epoch 1851 | loss: 0.0311503 | val_loss: 0.0311789 | Time: 1974.15 ms [2022-04-13 00:45:54 main:581] : INFO : Epoch 1852 | loss: 0.0311531 | val_loss: 0.0311931 | Time: 1988.98 ms [2022-04-13 00:45:56 main:581] : INFO : Epoch 1853 | loss: 0.031155 | val_loss: 0.0311801 | Time: 1976.95 ms [2022-04-13 00:45:58 main:581] : INFO : Epoch 1854 | loss: 0.0311544 | val_loss: 0.0311824 | Time: 1963.22 ms [2022-04-13 00:46:00 main:581] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311813 | Time: 1999.22 ms [2022-04-13 00:46:02 main:581] : INFO : Epoch 1856 | loss: 0.031155 | val_loss: 0.0311788 | Time: 1998.49 ms [2022-04-13 00:46:04 main:581] : INFO : Epoch 1857 | loss: 0.0311534 | val_loss: 0.0311826 | Time: 1989.56 ms [2022-04-13 00:46:06 main:581] : INFO : Epoch 1858 | loss: 0.0311516 | val_loss: 0.0311804 | Time: 1983.16 ms [2022-04-13 00:46:08 main:581] : INFO : Epoch 1859 | loss: 0.0311509 | val_loss: 0.0311826 | Time: 2019.31 ms [2022-04-13 00:46:10 main:581] : INFO : Epoch 1860 | loss: 0.0311506 | val_loss: 0.0311845 | Time: 2024.19 ms [2022-04-13 00:46:12 main:581] : INFO : Epoch 1861 | loss: 0.0311514 | val_loss: 0.031181 | Time: 2005.82 ms [2022-04-13 00:46:14 main:581] : INFO : Epoch 1862 | loss: 0.0311514 | val_loss: 0.0311853 | Time: 2036.22 ms [2022-04-13 00:46:16 main:581] : INFO : Epoch 1863 | loss: 0.0311497 | val_loss: 0.0311861 | Time: 1971.07 ms [2022-04-13 00:46:18 main:581] : INFO : Epoch 1864 | loss: 0.0311488 | val_loss: 0.0311839 | Time: 1999.1 ms [2022-04-13 00:46:20 main:581] : INFO : Epoch 1865 | loss: 0.0311491 | val_loss: 0.031184 | Time: 1995.22 ms [2022-04-13 00:46:22 main:581] : INFO : Epoch 1866 | loss: 0.0311517 | val_loss: 0.0311825 | Time: 1945.84 ms [2022-04-13 00:46:24 main:581] : INFO : Epoch 1867 | loss: 0.0311547 | val_loss: 0.0311872 | Time: 2019.28 ms [2022-04-13 00:46:26 main:581] : INFO : Epoch 1868 | loss: 0.031155 | val_loss: 0.031183 | Time: 2000.4 ms [2022-04-13 00:46:28 main:581] : INFO : Epoch 1869 | loss: 0.031154 | val_loss: 0.0311812 | Time: 1973.55 ms [2022-04-13 00:46:30 main:581] : INFO : Epoch 1870 | loss: 0.0311518 | val_loss: 0.0311834 | Time: 1970.8 ms [2022-04-13 00:46:32 main:581] : INFO : Epoch 1871 | loss: 0.0311527 | val_loss: 0.0311863 | Time: 1976.6 ms [2022-04-13 00:46:34 main:581] : INFO : Epoch 1872 | loss: 0.031155 | val_loss: 0.0311826 | Time: 1985.34 ms [2022-04-13 00:46:36 main:581] : INFO : Epoch 1873 | loss: 0.0311521 | val_loss: 0.0311848 | Time: 1927.83 ms [2022-04-13 00:46:38 main:581] : INFO : Epoch 1874 | loss: 0.0311497 | val_loss: 0.0311827 | Time: 1943.38 ms [2022-04-13 00:46:40 main:581] : INFO : Epoch 1875 | loss: 0.0311515 | val_loss: 0.0311823 | Time: 1961.66 ms [2022-04-13 00:46:42 main:581] : INFO : Epoch 1876 | loss: 0.031151 | val_loss: 0.0311811 | Time: 2008.18 ms [2022-04-13 00:46:44 main:581] : INFO : Epoch 1877 | loss: 0.0311504 | val_loss: 0.0311786 | Time: 1955.92 ms [2022-04-13 00:46:46 main:581] : INFO : Epoch 1878 | loss: 0.0311493 | val_loss: 0.0311828 | Time: 1988.93 ms [2022-04-13 00:46:48 main:581] : INFO : Epoch 1879 | loss: 0.03115 | val_loss: 0.0311867 | Time: 1969.61 ms [2022-04-13 00:46:50 main:581] : INFO : Epoch 1880 | loss: 0.0311505 | val_loss: 0.0311929 | Time: 1999.54 ms [2022-04-13 00:46:52 main:581] : INFO : Epoch 1881 | loss: 0.0311497 | val_loss: 0.0311836 | Time: 1976.01 ms [2022-04-13 00:46:54 main:581] : INFO : Epoch 1882 | loss: 0.0311478 | val_loss: 0.0311837 | Time: 1947.59 ms [2022-04-13 00:46:56 main:581] : INFO : Epoch 1883 | loss: 0.0311507 | val_loss: 0.0311826 | Time: 1979.02 ms [2022-04-13 00:46:58 main:581] : INFO : Epoch 1884 | loss: 0.0311513 | val_loss: 0.0311846 | Time: 2003.82 ms [2022-04-13 00:47:00 main:581] : INFO : Epoch 1885 | loss: 0.0311531 | val_loss: 0.0311778 | Time: 1951.94 ms [2022-04-13 00:47:02 main:581] : INFO : Epoch 1886 | loss: 0.0311508 | val_loss: 0.0311881 | Time: 1982.18 ms [2022-04-13 00:47:04 main:581] : INFO : Epoch 1887 | loss: 0.0311568 | val_loss: 0.0311829 | Time: 1999.98 ms [2022-04-13 00:47:06 main:581] : INFO : Epoch 1888 | loss: 0.0311567 | val_loss: 0.0311851 | Time: 2038.39 ms [2022-04-13 00:47:08 main:581] : INFO : Epoch 1889 | loss: 0.0311571 | val_loss: 0.0311792 | Time: 2008.46 ms [2022-04-13 00:47:10 main:581] : INFO : Epoch 1890 | loss: 0.031155 | val_loss: 0.0311831 | Time: 1925.54 ms [2022-04-13 00:47:12 main:581] : INFO : Epoch 1891 | loss: 0.0311534 | val_loss: 0.0311843 | Time: 1976.47 ms [2022-04-13 00:47:14 main:581] : INFO : Epoch 1892 | loss: 0.0311508 | val_loss: 0.0311862 | Time: 2016.5 ms [2022-04-13 00:47:16 main:581] : INFO : Epoch 1893 | loss: 0.0311498 | val_loss: 0.031184 | Time: 1982.04 ms [2022-04-13 00:47:18 main:581] : INFO : Epoch 1894 | loss: 0.0311515 | val_loss: 0.031185 | Time: 2011.32 ms [2022-04-13 00:47:20 main:581] : INFO : Epoch 1895 | loss: 0.0311483 | val_loss: 0.0311837 | Time: 1931.79 ms [2022-04-13 00:47:22 main:581] : INFO : Epoch 1896 | loss: 0.0311465 | val_loss: 0.0311877 | Time: 1958.98 ms [2022-04-13 00:47:24 main:581] : INFO : Epoch 1897 | loss: 0.0311475 | val_loss: 0.0311894 | Time: 1985.94 ms [2022-04-13 00:47:26 main:581] : INFO : Epoch 1898 | loss: 0.0311485 | val_loss: 0.0311845 | Time: 1946.88 ms [2022-04-13 00:47:28 main:581] : INFO : Epoch 1899 | loss: 0.0311465 | val_loss: 0.0311862 | Time: 1946.97 ms [2022-04-13 00:47:30 main:581] : INFO : Epoch 1900 | loss: 0.0311461 | val_loss: 0.0311878 | Time: 2001.55 ms [2022-04-13 00:47:32 main:581] : INFO : Epoch 1901 | loss: 0.0311515 | val_loss: 0.0311858 | Time: 1941.75 ms [2022-04-13 00:47:34 main:581] : INFO : Epoch 1902 | loss: 0.031151 | val_loss: 0.031183 | Time: 1964.28 ms [2022-04-13 00:47:36 main:581] : INFO : Epoch 1903 | loss: 0.0311484 | val_loss: 0.0311846 | Time: 1942.4 ms [2022-04-13 00:47:38 main:581] : INFO : Epoch 1904 | loss: 0.0311474 | val_loss: 0.0311887 | Time: 2008.12 ms [2022-04-13 00:47:40 main:581] : INFO : Epoch 1905 | loss: 0.0311482 | val_loss: 0.0311846 | Time: 1978.3 ms [2022-04-13 00:47:41 main:581] : INFO : Epoch 1906 | loss: 0.0311479 | val_loss: 0.0311851 | Time: 1980.25 ms [2022-04-13 00:47:43 main:581] : INFO : Epoch 1907 | loss: 0.0311469 | val_loss: 0.0311841 | Time: 1956.54 ms [2022-04-13 00:47:45 main:581] : INFO : Epoch 1908 | loss: 0.0311463 | val_loss: 0.0311886 | Time: 1932.54 ms [2022-04-13 00:47:47 main:581] : INFO : Epoch 1909 | loss: 0.0311441 | val_loss: 0.0311898 | Time: 1991.15 ms [2022-04-13 00:47:49 main:581] : INFO : Epoch 1910 | loss: 0.0311463 | val_loss: 0.0311885 | Time: 1925.74 ms [2022-04-13 00:47:51 main:581] : INFO : Epoch 1911 | loss: 0.0311473 | val_loss: 0.0311982 | Time: 1975.27 ms [2022-04-13 00:47:53 main:581] : INFO : Epoch 1912 | loss: 0.0311484 | val_loss: 0.0311843 | Time: 2020.59 ms [2022-04-13 00:47:55 main:581] : INFO : Epoch 1913 | loss: 0.0311468 | val_loss: 0.0311858 | Time: 1969.86 ms [2022-04-13 00:47:57 main:581] : INFO : Epoch 1914 | loss: 0.0311446 | val_loss: 0.0311873 | Time: 2001.11 ms [2022-04-13 00:47:59 main:581] : INFO : Epoch 1915 | loss: 0.031144 | val_loss: 0.0311882 | Time: 1978.18 ms [2022-04-13 00:48:01 main:581] : INFO : Epoch 1916 | loss: 0.031145 | val_loss: 0.0311859 | Time: 2004.54 ms [2022-04-13 00:48:03 main:581] : INFO : Epoch 1917 | loss: 0.031147 | val_loss: 0.0311852 | Time: 2022.31 ms [2022-04-13 00:48:05 main:581] : INFO : Epoch 1918 | loss: 0.0311514 | val_loss: 0.0311891 | Time: 1999.96 ms [2022-04-13 00:48:07 main:581] : INFO : Epoch 1919 | loss: 0.0311536 | val_loss: 0.0311871 | Time: 1960.3 ms [2022-04-13 00:48:09 main:581] : INFO : Epoch 1920 | loss: 0.031155 | val_loss: 0.031183 | Time: 2003.73 ms [2022-04-13 00:48:11 main:581] : INFO : Epoch 1921 | loss: 0.0311563 | val_loss: 0.0311886 | Time: 1999.86 ms [2022-04-13 00:48:13 main:581] : INFO : Epoch 1922 | loss: 0.0311534 | val_loss: 0.0311896 | Time: 2008.97 ms [2022-04-13 00:48:15 main:581] : INFO : Epoch 1923 | loss: 0.0311552 | val_loss: 0.0311829 | Time: 1972.67 ms [2022-04-13 00:48:17 main:581] : INFO : Epoch 1924 | loss: 0.0311553 | val_loss: 0.0311839 | Time: 1970.49 ms [2022-04-13 00:48:19 main:581] : INFO : Epoch 1925 | loss: 0.0311529 | val_loss: 0.0311879 | Time: 1993.62 ms [2022-04-13 00:48:21 main:581] : INFO : Epoch 1926 | loss: 0.0311507 | val_loss: 0.0311839 | Time: 2006.12 ms [2022-04-13 00:48:23 main:581] : INFO : Epoch 1927 | loss: 0.0311482 | val_loss: 0.031183 | Time: 1934.17 ms [2022-04-13 00:48:25 main:581] : INFO : Epoch 1928 | loss: 0.0311504 | val_loss: 0.0311834 | Time: 1979.73 ms [2022-04-13 00:48:27 main:581] : INFO : Epoch 1929 | loss: 0.0311549 | val_loss: 0.0311848 | Time: 1983.47 ms [2022-04-13 00:48:29 main:581] : INFO : Epoch 1930 | loss: 0.0311601 | val_loss: 0.0311848 | Time: 2000.39 ms [2022-04-13 00:48:31 main:581] : INFO : Epoch 1931 | loss: 0.0311609 | val_loss: 0.0311832 | Time: 1987.73 ms [2022-04-13 00:48:33 main:581] : INFO : Epoch 1932 | loss: 0.0311603 | val_loss: 0.0311818 | Time: 1975.98 ms [2022-04-13 00:48:35 main:581] : INFO : Epoch 1933 | loss: 0.0311603 | val_loss: 0.0311919 | Time: 1996.72 ms [2022-04-13 00:48:37 main:581] : INFO : Epoch 1934 | loss: 0.0311596 | val_loss: 0.0311841 | Time: 1993.78 ms [2022-04-13 00:48:39 main:581] : INFO : Epoch 1935 | loss: 0.0311539 | val_loss: 0.0311828 | Time: 1979.59 ms [2022-04-13 00:48:41 main:581] : INFO : Epoch 1936 | loss: 0.0311531 | val_loss: 0.0311784 | Time: 1982.55 ms [2022-04-13 00:48:43 main:581] : INFO : Epoch 1937 | loss: 0.0311532 | val_loss: 0.0311835 | Time: 1980.27 ms [2022-04-13 00:48:45 main:581] : INFO : Epoch 1938 | loss: 0.0311531 | val_loss: 0.0311827 | Time: 1992.63 ms [2022-04-13 00:48:47 main:581] : INFO : Epoch 1939 | loss: 0.0311517 | val_loss: 0.0311866 | Time: 1960.48 ms [2022-04-13 00:48:49 main:581] : INFO : Epoch 1940 | loss: 0.0311515 | val_loss: 0.0311888 | Time: 2006.97 ms [2022-04-13 00:48:51 main:581] : INFO : Epoch 1941 | loss: 0.0311505 | val_loss: 0.0311898 | Time: 2007.99 ms [2022-04-13 00:48:53 main:581] : INFO : Epoch 1942 | loss: 0.0311487 | val_loss: 0.0311829 | Time: 1991.04 ms [2022-04-13 00:48:55 main:581] : INFO : Epoch 1943 | loss: 0.0311468 | val_loss: 0.0311891 | Time: 2004.92 ms [2022-04-13 00:48:57 main:581] : INFO : Epoch 1944 | loss: 0.0311477 | val_loss: 0.0311838 | Time: 1998.84 ms [2022-04-13 00:48:59 main:581] : INFO : Epoch 1945 | loss: 0.0311467 | val_loss: 0.0311882 | Time: 1981.37 ms [2022-04-13 00:49:01 main:581] : INFO : Epoch 1946 | loss: 0.0311456 | val_loss: 0.0311884 | Time: 1976.57 ms [2022-04-13 00:49:03 main:581] : INFO : Epoch 1947 | loss: 0.0311452 | val_loss: 0.0311915 | Time: 1978.02 ms [2022-04-13 00:49:05 main:581] : INFO : Epoch 1948 | loss: 0.0311474 | val_loss: 0.0311835 | Time: 2008.63 ms [2022-04-13 00:49:07 main:581] : INFO : Epoch 1949 | loss: 0.0311483 | val_loss: 0.0311906 | Time: 1978.93 ms [2022-04-13 00:49:09 main:581] : INFO : Epoch 1950 | loss: 0.0311493 | val_loss: 0.0311845 | Time: 1991.29 ms [2022-04-13 00:49:11 main:581] : INFO : Epoch 1951 | loss: 0.0311501 | val_loss: 0.0311837 | Time: 1991.18 ms [2022-04-13 00:49:13 main:581] : INFO : Epoch 1952 | loss: 0.0311486 | val_loss: 0.0311817 | Time: 2004.18 ms [2022-04-13 00:49:15 main:581] : INFO : Epoch 1953 | loss: 0.0311476 | val_loss: 0.0311893 | Time: 1946.01 ms [2022-04-13 00:49:17 main:581] : INFO : Epoch 1954 | loss: 0.0311485 | val_loss: 0.0311892 | Time: 2000.67 ms [2022-04-13 00:49:19 main:581] : INFO : Epoch 1955 | loss: 0.0311516 | val_loss: 0.0311916 | Time: 2028.79 ms [2022-04-13 00:49:21 main:581] : INFO : Epoch 1956 | loss: 0.0311495 | val_loss: 0.0311862 | Time: 2016.15 ms [2022-04-13 00:49:23 main:581] : INFO : Epoch 1957 | loss: 0.0311519 | val_loss: 0.0311858 | Time: 2008.67 ms [2022-04-13 00:49:25 main:581] : INFO : Epoch 1958 | loss: 0.0311495 | val_loss: 0.0311852 | Time: 2013.92 ms [2022-04-13 00:49:27 main:581] : INFO : Epoch 1959 | loss: 0.0311492 | val_loss: 0.0311822 | Time: 1973.56 ms [2022-04-13 00:49:29 main:581] : INFO : Epoch 1960 | loss: 0.0311479 | val_loss: 0.0311893 | Time: 1986.91 ms [2022-04-13 00:49:31 main:581] : INFO : Epoch 1961 | loss: 0.0311473 | val_loss: 0.03119 | Time: 1967.47 ms [2022-04-13 00:49:33 main:581] : INFO : Epoch 1962 | loss: 0.0311459 | val_loss: 0.0311848 | Time: 2003.8 ms [2022-04-13 00:49:35 main:581] : INFO : Epoch 1963 | loss: 0.0311449 | val_loss: 0.0311837 | Time: 1956.79 ms [2022-04-13 00:49:37 main:581] : INFO : Epoch 1964 | loss: 0.0311428 | val_loss: 0.0311869 | Time: 1988.12 ms [2022-04-13 00:49:39 main:581] : INFO : Epoch 1965 | loss: 0.031143 | val_loss: 0.0311904 | Time: 1912.85 ms [2022-04-13 00:49:41 main:581] : INFO : Epoch 1966 | loss: 0.0311434 | val_loss: 0.0311858 | Time: 1979.12 ms [2022-04-13 00:49:43 main:581] : INFO : Epoch 1967 | loss: 0.0311444 | val_loss: 0.0311869 | Time: 1953.33 ms [2022-04-13 00:49:45 main:581] : INFO : Epoch 1968 | loss: 0.0311467 | val_loss: 0.0311886 | Time: 1957.43 ms [2022-04-13 00:49:47 main:581] : INFO : Epoch 1969 | loss: 0.0311461 | val_loss: 0.0311867 | Time: 1963.76 ms [2022-04-13 00:49:49 main:581] : INFO : Epoch 1970 | loss: 0.0311482 | val_loss: 0.031185 | Time: 1998.21 ms [2022-04-13 00:49:51 main:581] : INFO : Epoch 1971 | loss: 0.0311466 | val_loss: 0.0311857 | Time: 1971.01 ms [2022-04-13 00:49:53 main:581] : INFO : Epoch 1972 | loss: 0.0311594 | val_loss: 0.0311849 | Time: 1999.02 ms [2022-04-13 00:49:55 main:581] : INFO : Epoch 1973 | loss: 0.0311695 | val_loss: 0.0311838 | Time: 2006.92 ms [2022-04-13 00:49:56 main:581] : INFO : Epoch 1974 | loss: 0.0311654 | val_loss: 0.0311849 | Time: 1959.26 ms [2022-04-13 00:49:58 main:581] : INFO : Epoch 1975 | loss: 0.0311634 | val_loss: 0.0311832 | Time: 1973.14 ms [2022-04-13 00:50:00 main:581] : INFO : Epoch 1976 | loss: 0.0311643 | val_loss: 0.0311822 | Time: 1981.96 ms [2022-04-13 00:50:02 main:581] : INFO : Epoch 1977 | loss: 0.0311584 | val_loss: 0.0311821 | Time: 2004.76 ms [2022-04-13 00:50:04 main:581] : INFO : Epoch 1978 | loss: 0.0311639 | val_loss: 0.0311856 | Time: 2004.46 ms [2022-04-13 00:50:06 main:581] : INFO : Epoch 1979 | loss: 0.0311615 | val_loss: 0.0311802 | Time: 1993.58 ms [2022-04-13 00:50:08 main:581] : INFO : Epoch 1980 | loss: 0.0311565 | val_loss: 0.0311831 | Time: 2014.4 ms [2022-04-13 00:50:10 main:581] : INFO : Epoch 1981 | loss: 0.0311537 | val_loss: 0.0311868 | Time: 2016.11 ms [2022-04-13 00:50:12 main:581] : INFO : Epoch 1982 | loss: 0.0311541 | val_loss: 0.0311855 | Time: 1999.28 ms [2022-04-13 00:50:14 main:581] : INFO : Epoch 1983 | loss: 0.0311562 | val_loss: 0.0311895 | Time: 1953.62 ms [2022-04-13 00:50:16 main:581] : INFO : Epoch 1984 | loss: 0.0311547 | val_loss: 0.0311853 | Time: 1938.83 ms [2022-04-13 00:50:18 main:581] : INFO : Epoch 1985 | loss: 0.0311542 | val_loss: 0.031187 | Time: 1983.9 ms [2022-04-13 00:50:20 main:581] : INFO : Epoch 1986 | loss: 0.0311526 | val_loss: 0.0311866 | Time: 1964.38 ms [2022-04-13 00:50:22 main:581] : INFO : Epoch 1987 | loss: 0.0311513 | val_loss: 0.0311882 | Time: 1979.59 ms [2022-04-13 00:50:24 main:581] : INFO : Epoch 1988 | loss: 0.0311528 | val_loss: 0.0311846 | Time: 1989.82 ms [2022-04-13 00:50:26 main:581] : INFO : Epoch 1989 | loss: 0.0311535 | val_loss: 0.0311886 | Time: 2010.09 ms [2022-04-13 00:50:28 main:581] : INFO : Epoch 1990 | loss: 0.0311544 | val_loss: 0.0311839 | Time: 1996.76 ms [2022-04-13 00:50:30 main:581] : INFO : Epoch 1991 | loss: 0.0311511 | val_loss: 0.0311878 | Time: 1937.31 ms [2022-04-13 00:50:32 main:581] : INFO : Epoch 1992 | loss: 0.0311497 | val_loss: 0.0311918 | Time: 1961.49 ms [2022-04-13 00:50:34 main:581] : INFO : Epoch 1993 | loss: 0.0311555 | val_loss: 0.0311892 | Time: 1973.33 ms [2022-04-13 00:50:36 main:581] : INFO : Epoch 1994 | loss: 0.0311538 | val_loss: 0.0311847 | Time: 1960.24 ms [2022-04-13 00:50:38 main:581] : INFO : Epoch 1995 | loss: 0.0311514 | val_loss: 0.0311844 | Time: 1980.7 ms [2022-04-13 00:50:40 main:581] : INFO : Epoch 1996 | loss: 0.0311502 | val_loss: 0.0311848 | Time: 1946.69 ms [2022-04-13 00:50:42 main:581] : INFO : Epoch 1997 | loss: 0.0311488 | val_loss: 0.0311825 | Time: 1968.51 ms [2022-04-13 00:50:44 main:581] : INFO : Epoch 1998 | loss: 0.031151 | val_loss: 0.0311856 | Time: 2019.42 ms [2022-04-13 00:50:46 main:581] : INFO : Epoch 1999 | loss: 0.0311524 | val_loss: 0.0311837 | Time: 1968.33 ms [2022-04-13 00:50:48 main:581] : INFO : Epoch 2000 | loss: 0.0311539 | val_loss: 0.0311875 | Time: 2030.33 ms [2022-04-13 00:50:50 main:581] : INFO : Epoch 2001 | loss: 0.031153 | val_loss: 0.0311789 | Time: 1980.49 ms [2022-04-13 00:50:52 main:581] : INFO : Epoch 2002 | loss: 0.031151 | val_loss: 0.0311842 | Time: 1985.65 ms [2022-04-13 00:50:54 main:581] : INFO : Epoch 2003 | loss: 0.0311505 | val_loss: 0.0311868 | Time: 1963.7 ms [2022-04-13 00:50:56 main:581] : INFO : Epoch 2004 | loss: 0.0311532 | val_loss: 0.0311848 | Time: 1984.01 ms [2022-04-13 00:50:58 main:581] : INFO : Epoch 2005 | loss: 0.0311535 | val_loss: 0.0311818 | Time: 1948.75 ms [2022-04-13 00:51:00 main:581] : INFO : Epoch 2006 | loss: 0.0311504 | val_loss: 0.0311834 | Time: 2004.59 ms [2022-04-13 00:51:02 main:581] : INFO : Epoch 2007 | loss: 0.0311497 | val_loss: 0.0311826 | Time: 1956.61 ms [2022-04-13 00:51:04 main:581] : INFO : Epoch 2008 | loss: 0.0311509 | val_loss: 0.0311864 | Time: 1980.65 ms [2022-04-13 00:51:06 main:581] : INFO : Epoch 2009 | loss: 0.0311523 | val_loss: 0.0311879 | Time: 2014.43 ms [2022-04-13 00:51:08 main:581] : INFO : Epoch 2010 | loss: 0.0311581 | val_loss: 0.0311819 | Time: 1955.48 ms [2022-04-13 00:51:10 main:581] : INFO : Epoch 2011 | loss: 0.031158 | val_loss: 0.0311912 | Time: 1975.23 ms [2022-04-13 00:51:12 main:581] : INFO : Epoch 2012 | loss: 0.0311649 | val_loss: 0.0311831 | Time: 1954.3 ms [2022-04-13 00:51:14 main:581] : INFO : Epoch 2013 | loss: 0.0311576 | val_loss: 0.0311872 | Time: 1966.94 ms [2022-04-13 00:51:16 main:581] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.0311825 | Time: 2007.51 ms [2022-04-13 00:51:18 main:581] : INFO : Epoch 2015 | loss: 0.0311553 | val_loss: 0.0311842 | Time: 1980.1 ms [2022-04-13 00:51:20 main:581] : INFO : Epoch 2016 | loss: 0.0311547 | val_loss: 0.0311843 | Time: 1971.62 ms [2022-04-13 00:51:22 main:581] : INFO : Epoch 2017 | loss: 0.0311528 | val_loss: 0.0311852 | Time: 1990.09 ms [2022-04-13 00:51:24 main:581] : INFO : Epoch 2018 | loss: 0.0311518 | val_loss: 0.0311842 | Time: 1979.91 ms [2022-04-13 00:51:26 main:581] : INFO : Epoch 2019 | loss: 0.0311504 | val_loss: 0.0311863 | Time: 1985.28 ms [2022-04-13 00:51:28 main:581] : INFO : Epoch 2020 | loss: 0.0311546 | val_loss: 0.0311819 | Time: 1966.38 ms [2022-04-13 00:51:30 main:581] : INFO : Epoch 2021 | loss: 0.0311569 | val_loss: 0.0311832 | Time: 1984.7 ms [2022-04-13 00:51:32 main:581] : INFO : Epoch 2022 | loss: 0.0311532 | val_loss: 0.0311841 | Time: 1992.38 ms [2022-04-13 00:51:34 main:581] : INFO : Epoch 2023 | loss: 0.031153 | val_loss: 0.0311907 | Time: 2015.01 ms [2022-04-13 00:51:36 main:581] : INFO : Epoch 2024 | loss: 0.031157 | val_loss: 0.0311798 | Time: 1976.66 ms [2022-04-13 00:51:38 main:581] : INFO : Epoch 2025 | loss: 0.0311564 | val_loss: 0.0311886 | Time: 2006.11 ms [2022-04-13 00:51:40 main:581] : INFO : Epoch 2026 | loss: 0.0311542 | val_loss: 0.0311804 | Time: 1968.31 ms [2022-04-13 00:51:42 main:581] : INFO : Epoch 2027 | loss: 0.0311555 | val_loss: 0.0311826 | Time: 1970.16 ms [2022-04-13 00:51:44 main:581] : INFO : Epoch 2028 | loss: 0.0311564 | val_loss: 0.0311797 | Time: 2020.1 ms [2022-04-13 00:51:45 main:581] : INFO : Epoch 2029 | loss: 0.0311562 | val_loss: 0.0311876 | Time: 1928.25 ms [2022-04-13 00:51:47 main:581] : INFO : Epoch 2030 | loss: 0.0311543 | val_loss: 0.0311831 | Time: 1983.26 ms [2022-04-13 00:51:49 main:581] : INFO : Epoch 2031 | loss: 0.0311533 | val_loss: 0.0311849 | Time: 1983.54 ms [2022-04-13 00:51:51 main:581] : INFO : Epoch 2032 | loss: 0.031152 | val_loss: 0.031181 | Time: 2002.09 ms [2022-04-13 00:51:53 main:581] : INFO : Epoch 2033 | loss: 0.0311518 | val_loss: 0.0311832 | Time: 1984.27 ms [2022-04-13 00:51:55 main:581] : INFO : Epoch 2034 | loss: 0.0311502 | val_loss: 0.0311859 | Time: 1992.43 ms [2022-04-13 00:51:57 main:581] : INFO : Epoch 2035 | loss: 0.0311481 | val_loss: 0.0311841 | Time: 1944.36 ms [2022-04-13 00:51:59 main:581] : INFO : Epoch 2036 | loss: 0.0311499 | val_loss: 0.0311863 | Time: 2001.73 ms [2022-04-13 00:52:01 main:581] : INFO : Epoch 2037 | loss: 0.0311536 | val_loss: 0.0311851 | Time: 2026.75 ms [2022-04-13 00:52:03 main:581] : INFO : Epoch 2038 | loss: 0.0311513 | val_loss: 0.0311854 | Time: 1913.08 ms [2022-04-13 00:52:05 main:581] : INFO : Epoch 2039 | loss: 0.0311479 | val_loss: 0.031185 | Time: 1972.8 ms [2022-04-13 00:52:07 main:581] : INFO : Epoch 2040 | loss: 0.0311484 | val_loss: 0.031184 | Time: 1943.35 ms [2022-04-13 00:52:09 main:581] : INFO : Epoch 2041 | loss: 0.0311488 | val_loss: 0.0311848 | Time: 1949.08 ms [2022-04-13 00:52:11 main:581] : INFO : Epoch 2042 | loss: 0.0311494 | val_loss: 0.0311838 | Time: 1970.49 ms [2022-04-13 00:52:13 main:581] : INFO : Epoch 2043 | loss: 0.0311485 | val_loss: 0.0311874 | Time: 1958.93 ms [2022-04-13 00:52:15 main:581] : INFO : Epoch 2044 | loss: 0.0311455 | val_loss: 0.0311879 | Time: 1985.19 ms [2022-04-13 00:52:17 main:581] : INFO : Epoch 2045 | loss: 0.0311455 | val_loss: 0.0311858 | Time: 1914.14 ms [2022-04-13 00:52:19 main:581] : INFO : Epoch 2046 | loss: 0.0311477 | val_loss: 0.0311848 | Time: 1966.12 ms [2022-04-13 00:52:21 main:581] : INFO : Epoch 2047 | loss: 0.0311496 | val_loss: 0.0311858 | Time: 1945.99 ms [2022-04-13 00:52:23 main:581] : INFO : Epoch 2048 | loss: 0.0311476 | val_loss: 0.0311839 | Time: 1957.02 ms [2022-04-13 00:52:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311839 [2022-04-13 00:52:23 main:610] : INFO : Saving end state to config to file [2022-04-13 00:52:23 main:615] : INFO : Success, exiting.. 00:52:23 (292912): 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)