Task 5110251
| Name | ParityModified-1619583437-7369-0_0 |
| Workunit | 3067932 |
| Created | 28 Apr 2021, 4:17:19 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 6:34:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 8 sec |
| CPU time | 1 hours 8 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311602 | val_loss: 0.0311805 | Time: 1999.75 ms
[2021-05-05 01:17:06 main:581] : INFO : Epoch 1539 | loss: 0.0311596 | val_loss: 0.0311793 | Time: 1984.54 ms
[2021-05-05 01:17:08 main:581] : INFO : Epoch 1540 | loss: 0.0311602 | val_loss: 0.0311785 | Time: 2004.22 ms
[2021-05-05 01:17:10 main:581] : INFO : Epoch 1541 | loss: 0.0311608 | val_loss: 0.0311843 | Time: 1999.57 ms
[2021-05-05 01:17:11 main:581] : INFO : Epoch 1542 | loss: 0.031162 | val_loss: 0.0311805 | Time: 1937.02 ms
[2021-05-05 01:17:13 main:581] : INFO : Epoch 1543 | loss: 0.0311619 | val_loss: 0.0311818 | Time: 1942.99 ms
[2021-05-05 01:17:15 main:581] : INFO : Epoch 1544 | loss: 0.0311602 | val_loss: 0.0311802 | Time: 2012.98 ms
[2021-05-05 01:17:17 main:581] : INFO : Epoch 1545 | loss: 0.03116 | val_loss: 0.0311836 | Time: 1988.76 ms
[2021-05-05 01:17:19 main:581] : INFO : Epoch 1546 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 1939.72 ms
[2021-05-05 01:17:21 main:581] : INFO : Epoch 1547 | loss: 0.0311605 | val_loss: 0.0311796 | Time: 1951.65 ms
[2021-05-05 01:17:23 main:581] : INFO : Epoch 1548 | loss: 0.0311591 | val_loss: 0.0311788 | Time: 2010.96 ms
[2021-05-05 01:17:25 main:581] : INFO : Epoch 1549 | loss: 0.0311585 | val_loss: 0.0311804 | Time: 1994.62 ms
[2021-05-05 01:17:27 main:581] : INFO : Epoch 1550 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 1889.9 ms
[2021-05-05 01:17:29 main:581] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311802 | Time: 2023.8 ms
[2021-05-05 01:17:31 main:581] : INFO : Epoch 1552 | loss: 0.0311585 | val_loss: 0.0311795 | Time: 2022.81 ms
[2021-05-05 01:17:33 main:581] : INFO : Epoch 1553 | loss: 0.0311589 | val_loss: 0.0311787 | Time: 2007.62 ms
[2021-05-05 01:17:35 main:581] : INFO : Epoch 1554 | loss: 0.031159 | val_loss: 0.0311821 | Time: 2010.49 ms
[2021-05-05 01:17:37 main:581] : INFO : Epoch 1555 | loss: 0.031159 | val_loss: 0.0311837 | Time: 1973.74 ms
[2021-05-05 01:17:39 main:581] : INFO : Epoch 1556 | loss: 0.03116 | val_loss: 0.0311792 | Time: 2020.34 ms
[2021-05-05 01:17:41 main:581] : INFO : Epoch 1557 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 2006.84 ms
[2021-05-05 01:17:43 main:581] : INFO : Epoch 1558 | loss: 0.0311596 | val_loss: 0.0311778 | Time: 1987.66 ms
[2021-05-05 01:17:45 main:581] : INFO : Epoch 1559 | loss: 0.0311588 | val_loss: 0.0311793 | Time: 1938.48 ms
[2021-05-05 01:17:47 main:581] : INFO : Epoch 1560 | loss: 0.031159 | val_loss: 0.0311785 | Time: 2006.04 ms
[2021-05-05 01:17:49 main:581] : INFO : Epoch 1561 | loss: 0.0311589 | val_loss: 0.031181 | Time: 1909.56 ms
[2021-05-05 01:17:51 main:581] : INFO : Epoch 1562 | loss: 0.0311586 | val_loss: 0.0311772 | Time: 1964.63 ms
[2021-05-05 01:17:53 main:581] : INFO : Epoch 1563 | loss: 0.0311593 | val_loss: 0.0311869 | Time: 2032.16 ms
[2021-05-05 01:17:55 main:581] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311849 | Time: 2002.73 ms
[2021-05-05 01:17:57 main:581] : INFO : Epoch 1565 | loss: 0.0311584 | val_loss: 0.0311809 | Time: 2050.98 ms
[2021-05-05 01:17:59 main:581] : INFO : Epoch 1566 | loss: 0.0311571 | val_loss: 0.0311766 | Time: 2051.97 ms
[2021-05-05 01:18:01 main:581] : INFO : Epoch 1567 | loss: 0.0311564 | val_loss: 0.0311793 | Time: 2111.14 ms
[2021-05-05 01:18:03 main:581] : INFO : Epoch 1568 | loss: 0.0311562 | val_loss: 0.0311784 | Time: 2004.26 ms
[2021-05-05 01:18:05 main:581] : INFO : Epoch 1569 | loss: 0.0311554 | val_loss: 0.0311773 | Time: 2004.17 ms
[2021-05-05 01:18:07 main:581] : INFO : Epoch 1570 | loss: 0.0311566 | val_loss: 0.031184 | Time: 1981.22 ms
[2021-05-05 01:18:09 main:581] : INFO : Epoch 1571 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 1971.47 ms
[2021-05-05 01:18:11 main:581] : INFO : Epoch 1572 | loss: 0.0311611 | val_loss: 0.0311783 | Time: 1982.81 ms
[2021-05-05 01:18:13 main:581] : INFO : Epoch 1573 | loss: 0.0311615 | val_loss: 0.0311834 | Time: 2016.59 ms
[2021-05-05 01:18:15 main:581] : INFO : Epoch 1574 | loss: 0.0311586 | val_loss: 0.0311817 | Time: 1986.06 ms
[2021-05-05 01:18:17 main:581] : INFO : Epoch 1575 | loss: 0.0311564 | val_loss: 0.0311795 | Time: 1936.27 ms
[2021-05-05 01:18:19 main:581] : INFO : Epoch 1576 | loss: 0.031156 | val_loss: 0.0311813 | Time: 1866.94 ms
[2021-05-05 01:18:21 main:581] : INFO : Epoch 1577 | loss: 0.031155 | val_loss: 0.031179 | Time: 2008.12 ms
[2021-05-05 01:18:23 main:581] : INFO : Epoch 1578 | loss: 0.031161 | val_loss: 0.0311793 | Time: 1916.4 ms
[2021-05-05 01:18:25 main:581] : INFO : Epoch 1579 | loss: 0.031161 | val_loss: 0.0311794 | Time: 1888.89 ms
[2021-05-05 01:18:27 main:581] : INFO : Epoch 1580 | loss: 0.03116 | val_loss: 0.0311796 | Time: 1994.24 ms
[2021-05-05 01:18:29 main:581] : INFO : Epoch 1581 | loss: 0.0311552 | val_loss: 0.0311801 | Time: 2024.16 ms
[2021-05-05 01:18:31 main:581] : INFO : Epoch 1582 | loss: 0.0311542 | val_loss: 0.0311797 | Time: 1951.74 ms
[2021-05-05 01:18:33 main:581] : INFO : Epoch 1583 | loss: 0.0311546 | val_loss: 0.0311797 | Time: 2078.26 ms
[2021-05-05 01:18:35 main:581] : INFO : Epoch 1584 | loss: 0.0311571 | val_loss: 0.0311764 | Time: 2000.72 ms
[2021-05-05 01:18:37 main:581] : INFO : Epoch 1585 | loss: 0.0311561 | val_loss: 0.0311786 | Time: 1991.78 ms
[2021-05-05 01:18:39 main:581] : INFO : Epoch 1586 | loss: 0.0311547 | val_loss: 0.0311784 | Time: 1990.6 ms
[2021-05-05 01:18:41 main:581] : INFO : Epoch 1587 | loss: 0.0311535 | val_loss: 0.0311825 | Time: 2019.07 ms
[2021-05-05 01:18:43 main:581] : INFO : Epoch 1588 | loss: 0.0311555 | val_loss: 0.0311811 | Time: 2009.83 ms
[2021-05-05 01:18:45 main:581] : INFO : Epoch 1589 | loss: 0.0311574 | val_loss: 0.0311742 | Time: 1983.39 ms
[2021-05-05 01:18:47 main:581] : INFO : Epoch 1590 | loss: 0.0311602 | val_loss: 0.0311795 | Time: 1995.13 ms
[2021-05-05 01:18:49 main:581] : INFO : Epoch 1591 | loss: 0.0311576 | val_loss: 0.0311778 | Time: 1970.66 ms
[2021-05-05 01:18:51 main:581] : INFO : Epoch 1592 | loss: 0.0311579 | val_loss: 0.031186 | Time: 1984.18 ms
[2021-05-05 01:18:53 main:581] : INFO : Epoch 1593 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 1943.06 ms
[2021-05-05 01:18:55 main:581] : INFO : Epoch 1594 | loss: 0.0311552 | val_loss: 0.0311781 | Time: 1976.89 ms
[2021-05-05 01:18:57 main:581] : INFO : Epoch 1595 | loss: 0.0311645 | val_loss: 0.031175 | Time: 1986.92 ms
[2021-05-05 01:18:59 main:581] : INFO : Epoch 1596 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 1959.95 ms
[2021-05-05 01:19:01 main:581] : INFO : Epoch 1597 | loss: 0.0311675 | val_loss: 0.031179 | Time: 2035.96 ms
[2021-05-05 01:19:03 main:581] : INFO : Epoch 1598 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 2020.21 ms
[2021-05-05 01:19:05 main:581] : INFO : Epoch 1599 | loss: 0.0311607 | val_loss: 0.0311813 | Time: 2003.45 ms
[2021-05-05 01:19:07 main:581] : INFO : Epoch 1600 | loss: 0.0311596 | val_loss: 0.0311777 | Time: 2023.99 ms
[2021-05-05 01:19:09 main:581] : INFO : Epoch 1601 | loss: 0.0311572 | val_loss: 0.0311772 | Time: 2012.26 ms
[2021-05-05 01:19:11 main:581] : INFO : Epoch 1602 | loss: 0.0311581 | val_loss: 0.0311782 | Time: 1993.41 ms
[2021-05-05 01:19:13 main:581] : INFO : Epoch 1603 | loss: 0.0311589 | val_loss: 0.031184 | Time: 2014.38 ms
[2021-05-05 01:19:15 main:581] : INFO : Epoch 1604 | loss: 0.0311601 | val_loss: 0.0311769 | Time: 1988.18 ms
[2021-05-05 01:19:17 main:581] : INFO : Epoch 1605 | loss: 0.0311559 | val_loss: 0.0311764 | Time: 2012.96 ms
[2021-05-05 01:19:19 main:581] : INFO : Epoch 1606 | loss: 0.0311562 | val_loss: 0.0311831 | Time: 1856.25 ms
[2021-05-05 01:19:21 main:581] : INFO : Epoch 1607 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 2003.19 ms
[2021-05-05 01:19:23 main:581] : INFO : Epoch 1608 | loss: 0.0311565 | val_loss: 0.0311811 | Time: 1965.68 ms
[2021-05-05 01:19:25 main:581] : INFO : Epoch 1609 | loss: 0.0311565 | val_loss: 0.0311869 | Time: 1970.04 ms
[2021-05-05 01:19:27 main:581] : INFO : Epoch 1610 | loss: 0.0311545 | val_loss: 0.0311798 | Time: 1985.3 ms
[2021-05-05 01:19:29 main:581] : INFO : Epoch 1611 | loss: 0.0311549 | val_loss: 0.0311779 | Time: 1998.84 ms
[2021-05-05 01:19:31 main:581] : INFO : Epoch 1612 | loss: 0.0311539 | val_loss: 0.0311804 | Time: 2005.74 ms
[2021-05-05 01:19:33 main:581] : INFO : Epoch 1613 | loss: 0.0311552 | val_loss: 0.0311814 | Time: 1999.88 ms
[2021-05-05 01:19:35 main:581] : INFO : Epoch 1614 | loss: 0.0311533 | val_loss: 0.0311812 | Time: 2001.46 ms
[2021-05-05 01:19:37 main:581] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.0311768 | Time: 2000.49 ms
[2021-05-05 01:19:39 main:581] : INFO : Epoch 1616 | loss: 0.0311542 | val_loss: 0.0311766 | Time: 1984.6 ms
[2021-05-05 01:19:41 main:581] : INFO : Epoch 1617 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 1940.93 ms
[2021-05-05 01:19:43 main:581] : INFO : Epoch 1618 | loss: 0.0311545 | val_loss: 0.0311776 | Time: 1983.15 ms
[2021-05-05 01:19:45 main:581] : INFO : Epoch 1619 | loss: 0.0311527 | val_loss: 0.031183 | Time: 1972.24 ms
[2021-05-05 01:19:47 main:581] : INFO : Epoch 1620 | loss: 0.0311539 | val_loss: 0.0311822 | Time: 1971.8 ms
[2021-05-05 01:19:49 main:581] : INFO : Epoch 1621 | loss: 0.0311518 | val_loss: 0.0311789 | Time: 2100.07 ms
[2021-05-05 01:19:51 main:581] : INFO : Epoch 1622 | loss: 0.0311526 | val_loss: 0.0311828 | Time: 2145.72 ms
[2021-05-05 01:19:53 main:581] : INFO : Epoch 1623 | loss: 0.0311514 | val_loss: 0.0311847 | Time: 1939.17 ms
[2021-05-05 01:19:55 main:581] : INFO : Epoch 1624 | loss: 0.0311563 | val_loss: 0.0311791 | Time: 1905.4 ms
[2021-05-05 01:19:57 main:581] : INFO : Epoch 1625 | loss: 0.0311581 | val_loss: 0.0311795 | Time: 2047.81 ms
[2021-05-05 01:19:59 main:581] : INFO : Epoch 1626 | loss: 0.0311563 | val_loss: 0.0311775 | Time: 2025.07 ms
[2021-05-05 01:20:01 main:581] : INFO : Epoch 1627 | loss: 0.0311539 | val_loss: 0.0311824 | Time: 1976.57 ms
[2021-05-05 01:20:03 main:581] : INFO : Epoch 1628 | loss: 0.0311543 | val_loss: 0.0311789 | Time: 1992.53 ms
[2021-05-05 01:20:05 main:581] : INFO : Epoch 1629 | loss: 0.0311503 | val_loss: 0.0311795 | Time: 1998.23 ms
[2021-05-05 01:20:07 main:581] : INFO : Epoch 1630 | loss: 0.0311478 | val_loss: 0.0311804 | Time: 2023.65 ms
[2021-05-05 01:20:09 main:581] : INFO : Epoch 1631 | loss: 0.0311503 | val_loss: 0.0311794 | Time: 1958.16 ms
[2021-05-05 01:20:11 main:581] : INFO : Epoch 1632 | loss: 0.0311487 | val_loss: 0.0311867 | Time: 1925.37 ms
[2021-05-05 01:20:13 main:581] : INFO : Epoch 1633 | loss: 0.0311489 | val_loss: 0.0311841 | Time: 2003.93 ms
[2021-05-05 01:20:14 main:581] : INFO : Epoch 1634 | loss: 0.0311539 | val_loss: 0.031183 | Time: 1913.94 ms
[2021-05-05 01:20:16 main:581] : INFO : Epoch 1635 | loss: 0.0311524 | val_loss: 0.0311779 | Time: 1984.92 ms
[2021-05-05 01:20:18 main:581] : INFO : Epoch 1636 | loss: 0.0311516 | val_loss: 0.0311841 | Time: 1987.83 ms
[2021-05-05 01:20:20 main:581] : INFO : Epoch 1637 | loss: 0.0311544 | val_loss: 0.0311891 | Time: 1972.64 ms
[2021-05-05 01:20:22 main:581] : INFO : Epoch 1638 | loss: 0.0311532 | val_loss: 0.0311804 | Time: 1959.46 ms
[2021-05-05 01:20:24 main:581] : INFO : Epoch 1639 | loss: 0.0311536 | val_loss: 0.031187 | Time: 1920.51 ms
[2021-05-05 01:20:26 main:581] : INFO : Epoch 1640 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1945.33 ms
[2021-05-05 01:20:28 main:581] : INFO : Epoch 1641 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 1946.08 ms
[2021-05-05 01:20:30 main:581] : INFO : Epoch 1642 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 1974.98 ms
[2021-05-05 01:20:32 main:581] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 1976.96 ms
[2021-05-05 01:20:34 main:581] : INFO : Epoch 1644 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 1986.86 ms
[2021-05-05 01:20:36 main:581] : INFO : Epoch 1645 | loss: 0.0311598 | val_loss: 0.031175 | Time: 2012.22 ms
[2021-05-05 01:20:38 main:581] : INFO : Epoch 1646 | loss: 0.0311585 | val_loss: 0.0311719 | Time: 2012.06 ms
[2021-05-05 01:20:40 main:581] : INFO : Epoch 1647 | loss: 0.0311575 | val_loss: 0.031172 | Time: 1984.59 ms
[2021-05-05 01:20:42 main:581] : INFO : Epoch 1648 | loss: 0.0311568 | val_loss: 0.0311727 | Time: 1974.52 ms
[2021-05-05 01:20:44 main:581] : INFO : Epoch 1649 | loss: 0.0311586 | val_loss: 0.0311792 | Time: 1952.77 ms
[2021-05-05 01:20:46 main:581] : INFO : Epoch 1650 | loss: 0.0311573 | val_loss: 0.0311737 | Time: 1941.19 ms
[2021-05-05 01:20:48 main:581] : INFO : Epoch 1651 | loss: 0.0311566 | val_loss: 0.0311738 | Time: 1937.82 ms
[2021-05-05 01:20:50 main:581] : INFO : Epoch 1652 | loss: 0.0311559 | val_loss: 0.031174 | Time: 2005.49 ms
[2021-05-05 01:20:52 main:581] : INFO : Epoch 1653 | loss: 0.0311533 | val_loss: 0.0311733 | Time: 2021.94 ms
[2021-05-05 01:20:54 main:581] : INFO : Epoch 1654 | loss: 0.0311523 | val_loss: 0.0311736 | Time: 1956.16 ms
[2021-05-05 01:20:56 main:581] : INFO : Epoch 1655 | loss: 0.0311519 | val_loss: 0.0311734 | Time: 1965.52 ms
[2021-05-05 01:20:58 main:581] : INFO : Epoch 1656 | loss: 0.0311535 | val_loss: 0.0311758 | Time: 2026.11 ms
[2021-05-05 01:21:00 main:581] : INFO : Epoch 1657 | loss: 0.0311523 | val_loss: 0.0311755 | Time: 2024.63 ms
[2021-05-05 01:21:02 main:581] : INFO : Epoch 1658 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 1912.96 ms
[2021-05-05 01:21:04 main:581] : INFO : Epoch 1659 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 1992.56 ms
[2021-05-05 01:21:06 main:581] : INFO : Epoch 1660 | loss: 0.0311518 | val_loss: 0.031176 | Time: 2038.09 ms
[2021-05-05 01:21:08 main:581] : INFO : Epoch 1661 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 1969.77 ms
[2021-05-05 01:21:10 main:581] : INFO : Epoch 1662 | loss: 0.0311518 | val_loss: 0.0311759 | Time: 1969.79 ms
[2021-05-05 01:21:12 main:581] : INFO : Epoch 1663 | loss: 0.0311504 | val_loss: 0.0311756 | Time: 1991.24 ms
[2021-05-05 01:21:14 main:581] : INFO : Epoch 1664 | loss: 0.0311504 | val_loss: 0.0311811 | Time: 2017.97 ms
[2021-05-05 01:21:16 main:581] : INFO : Epoch 1665 | loss: 0.0311505 | val_loss: 0.0311776 | Time: 2004.94 ms
[2021-05-05 01:21:18 main:581] : INFO : Epoch 1666 | loss: 0.0311509 | val_loss: 0.0311808 | Time: 2032.65 ms
[2021-05-05 01:21:20 main:581] : INFO : Epoch 1667 | loss: 0.0311531 | val_loss: 0.031179 | Time: 1959.6 ms
[2021-05-05 01:21:22 main:581] : INFO : Epoch 1668 | loss: 0.0311512 | val_loss: 0.0311804 | Time: 2116.65 ms
[2021-05-05 01:21:24 main:581] : INFO : Epoch 1669 | loss: 0.031154 | val_loss: 0.0311763 | Time: 2247.56 ms
[2021-05-05 01:21:26 main:581] : INFO : Epoch 1670 | loss: 0.031151 | val_loss: 0.0311796 | Time: 1998.83 ms
[2021-05-05 01:21:28 main:581] : INFO : Epoch 1671 | loss: 0.0311513 | val_loss: 0.0311776 | Time: 1917.48 ms
[2021-05-05 01:21:30 main:581] : INFO : Epoch 1672 | loss: 0.0311493 | val_loss: 0.0311769 | Time: 2008.2 ms
[2021-05-05 01:21:32 main:581] : INFO : Epoch 1673 | loss: 0.0311475 | val_loss: 0.0311768 | Time: 2010.16 ms
[2021-05-05 01:21:34 main:581] : INFO : Epoch 1674 | loss: 0.0311475 | val_loss: 0.0311761 | Time: 1974.22 ms
[2021-05-05 01:21:36 main:581] : INFO : Epoch 1675 | loss: 0.0311483 | val_loss: 0.0311786 | Time: 1957.97 ms
[2021-05-05 01:21:38 main:581] : INFO : Epoch 1676 | loss: 0.0311461 | val_loss: 0.0311807 | Time: 2010.68 ms
[2021-05-05 01:21:40 main:581] : INFO : Epoch 1677 | loss: 0.031146 | val_loss: 0.0311758 | Time: 2008.15 ms
[2021-05-05 01:21:42 main:581] : INFO : Epoch 1678 | loss: 0.0311473 | val_loss: 0.0311816 | Time: 2009.54 ms
[2021-05-05 01:21:44 main:581] : INFO : Epoch 1679 | loss: 0.031147 | val_loss: 0.0311792 | Time: 1980.19 ms
[2021-05-05 01:21:46 main:581] : INFO : Epoch 1680 | loss: 0.0311461 | val_loss: 0.0311835 | Time: 2003.76 ms
[2021-05-05 01:21:48 main:581] : INFO : Epoch 1681 | loss: 0.0311463 | val_loss: 0.0311837 | Time: 2017.78 ms
[2021-05-05 01:21:50 main:581] : INFO : Epoch 1682 | loss: 0.0311452 | val_loss: 0.0311804 | Time: 2007.36 ms
[2021-05-05 01:21:52 main:581] : INFO : Epoch 1683 | loss: 0.0311441 | val_loss: 0.0311797 | Time: 1904.5 ms
[2021-05-05 01:21:54 main:581] : INFO : Epoch 1684 | loss: 0.0311455 | val_loss: 0.031182 | Time: 1972.96 ms
[2021-05-05 01:21:56 main:581] : INFO : Epoch 1685 | loss: 0.0311446 | val_loss: 0.0311821 | Time: 1981.23 ms
[2021-05-05 01:21:58 main:581] : INFO : Epoch 1686 | loss: 0.0311448 | val_loss: 0.0311785 | Time: 2027.38 ms
[2021-05-05 01:22:00 main:581] : INFO : Epoch 1687 | loss: 0.0311507 | val_loss: 0.0311842 | Time: 1992.27 ms
[2021-05-05 01:22:02 main:581] : INFO : Epoch 1688 | loss: 0.0311496 | val_loss: 0.0311849 | Time: 1947.59 ms
[2021-05-05 01:22:04 main:581] : INFO : Epoch 1689 | loss: 0.0311489 | val_loss: 0.0311849 | Time: 1965.58 ms
[2021-05-05 01:22:06 main:581] : INFO : Epoch 1690 | loss: 0.0311461 | val_loss: 0.0311816 | Time: 1963.55 ms
[2021-05-05 01:22:08 main:581] : INFO : Epoch 1691 | loss: 0.0311429 | val_loss: 0.0311838 | Time: 1990.52 ms
[2021-05-05 01:22:10 main:581] : INFO : Epoch 1692 | loss: 0.0311437 | val_loss: 0.031182 | Time: 1992.73 ms
[2021-05-05 01:22:12 main:581] : INFO : Epoch 1693 | loss: 0.0311434 | val_loss: 0.0311841 | Time: 1984.9 ms
[2021-05-05 01:22:14 main:581] : INFO : Epoch 1694 | loss: 0.0311439 | val_loss: 0.0311842 | Time: 1893.65 ms
[2021-05-05 01:22:16 main:581] : INFO : Epoch 1695 | loss: 0.0311424 | val_loss: 0.0311827 | Time: 1976.51 ms
[2021-05-05 01:22:18 main:581] : INFO : Epoch 1696 | loss: 0.0311415 | val_loss: 0.0311868 | Time: 2035.11 ms
[2021-05-05 01:22:20 main:581] : INFO : Epoch 1697 | loss: 0.0311415 | val_loss: 0.0311817 | Time: 1954.65 ms
[2021-05-05 01:22:22 main:581] : INFO : Epoch 1698 | loss: 0.0311403 | val_loss: 0.0311836 | Time: 1951.61 ms
[2021-05-05 01:22:24 main:581] : INFO : Epoch 1699 | loss: 0.0311424 | val_loss: 0.0311843 | Time: 1956.94 ms
[2021-05-05 01:22:26 main:581] : INFO : Epoch 1700 | loss: 0.0311449 | val_loss: 0.031186 | Time: 1989.97 ms
[2021-05-05 01:22:28 main:581] : INFO : Epoch 1701 | loss: 0.0311419 | val_loss: 0.0311827 | Time: 1962.71 ms
[2021-05-05 01:22:30 main:581] : INFO : Epoch 1702 | loss: 0.0311446 | val_loss: 0.0311883 | Time: 1948.46 ms
[2021-05-05 01:22:31 main:581] : INFO : Epoch 1703 | loss: 0.0311474 | val_loss: 0.0311846 | Time: 1887.01 ms
[2021-05-05 01:22:33 main:581] : INFO : Epoch 1704 | loss: 0.0311444 | val_loss: 0.0311813 | Time: 2010.07 ms
[2021-05-05 01:22:35 main:581] : INFO : Epoch 1705 | loss: 0.0311426 | val_loss: 0.0311875 | Time: 1945.2 ms
[2021-05-05 01:22:37 main:581] : INFO : Epoch 1706 | loss: 0.0311413 | val_loss: 0.0311864 | Time: 1949.11 ms
[2021-05-05 01:22:39 main:581] : INFO : Epoch 1707 | loss: 0.031141 | val_loss: 0.0311859 | Time: 1947.37 ms
[2021-05-05 01:22:41 main:581] : INFO : Epoch 1708 | loss: 0.0311406 | val_loss: 0.0311828 | Time: 1940.18 ms
[2021-05-05 01:22:43 main:581] : INFO : Epoch 1709 | loss: 0.0311405 | val_loss: 0.0311882 | Time: 1976.74 ms
[2021-05-05 01:22:45 main:581] : INFO : Epoch 1710 | loss: 0.0311422 | val_loss: 0.0311923 | Time: 1965.8 ms
[2021-05-05 01:22:47 main:581] : INFO : Epoch 1711 | loss: 0.0311411 | val_loss: 0.0311863 | Time: 2009.36 ms
[2021-05-05 01:22:49 main:581] : INFO : Epoch 1712 | loss: 0.031142 | val_loss: 0.0311797 | Time: 2020.48 ms
[2021-05-05 01:22:51 main:581] : INFO : Epoch 1713 | loss: 0.0311449 | val_loss: 0.0311891 | Time: 2006.32 ms
[2021-05-05 01:22:53 main:581] : INFO : Epoch 1714 | loss: 0.0311413 | val_loss: 0.0311855 | Time: 2006.5 ms
[2021-05-05 01:22:55 main:581] : INFO : Epoch 1715 | loss: 0.031143 | val_loss: 0.0311846 | Time: 1993.16 ms
[2021-05-05 01:22:57 main:581] : INFO : Epoch 1716 | loss: 0.0311483 | val_loss: 0.031184 | Time: 2000.74 ms
[2021-05-05 01:22:59 main:581] : INFO : Epoch 1717 | loss: 0.0311449 | val_loss: 0.031187 | Time: 1980.18 ms
[2021-05-05 01:23:01 main:581] : INFO : Epoch 1718 | loss: 0.0311434 | val_loss: 0.0311889 | Time: 2081.94 ms
[2021-05-05 01:23:03 main:581] : INFO : Epoch 1719 | loss: 0.0311426 | val_loss: 0.0311859 | Time: 1985.89 ms
[2021-05-05 01:23:05 main:581] : INFO : Epoch 1720 | loss: 0.0311403 | val_loss: 0.0311855 | Time: 1961.84 ms
[2021-05-05 01:23:07 main:581] : INFO : Epoch 1721 | loss: 0.0311394 | val_loss: 0.0311892 | Time: 1993.77 ms
[2021-05-05 01:23:09 main:581] : INFO : Epoch 1722 | loss: 0.031139 | val_loss: 0.0311817 | Time: 2004.75 ms
[2021-05-05 01:23:11 main:581] : INFO : Epoch 1723 | loss: 0.0311397 | val_loss: 0.031188 | Time: 1978.53 ms
[2021-05-05 01:23:13 main:581] : INFO : Epoch 1724 | loss: 0.0311369 | val_loss: 0.0311873 | Time: 1965.14 ms
[2021-05-05 01:23:15 main:581] : INFO : Epoch 1725 | loss: 0.0311387 | val_loss: 0.0311918 | Time: 1907.13 ms
[2021-05-05 01:23:17 main:581] : INFO : Epoch 1726 | loss: 0.0311404 | val_loss: 0.0312003 | Time: 1948.52 ms
[2021-05-05 01:23:19 main:581] : INFO : Epoch 1727 | loss: 0.0311397 | val_loss: 0.0311898 | Time: 1892.81 ms
[2021-05-05 01:23:21 main:581] : INFO : Epoch 1728 | loss: 0.031138 | val_loss: 0.0311882 | Time: 1966.09 ms
[2021-05-05 01:23:23 main:581] : INFO : Epoch 1729 | loss: 0.0311461 | val_loss: 0.0311904 | Time: 1805.63 ms
[2021-05-05 01:23:25 main:581] : INFO : Epoch 1730 | loss: 0.0311422 | val_loss: 0.031185 | Time: 1977.71 ms
[2021-05-05 01:23:27 main:581] : INFO : Epoch 1731 | loss: 0.0311411 | val_loss: 0.0311945 | Time: 1938.22 ms
[2021-05-05 01:23:28 main:581] : INFO : Epoch 1732 | loss: 0.0311401 | val_loss: 0.031189 | Time: 1893.89 ms
[2021-05-05 01:23:30 main:581] : INFO : Epoch 1733 | loss: 0.0311385 | val_loss: 0.0311888 | Time: 1995.64 ms
[2021-05-05 01:23:32 main:581] : INFO : Epoch 1734 | loss: 0.0311368 | val_loss: 0.0311837 | Time: 1867.01 ms
[2021-05-05 01:23:34 main:581] : INFO : Epoch 1735 | loss: 0.0311389 | val_loss: 0.0311933 | Time: 2027.75 ms
[2021-05-05 01:23:36 main:581] : INFO : Epoch 1736 | loss: 0.0311412 | val_loss: 0.0311921 | Time: 2029.1 ms
[2021-05-05 01:23:38 main:581] : INFO : Epoch 1737 | loss: 0.0311381 | val_loss: 0.0311857 | Time: 2019.45 ms
[2021-05-05 01:23:40 main:581] : INFO : Epoch 1738 | loss: 0.0311376 | val_loss: 0.0311882 | Time: 2032.45 ms
[2021-05-05 01:23:42 main:581] : INFO : Epoch 1739 | loss: 0.0311388 | val_loss: 0.0311867 | Time: 1968.15 ms
[2021-05-05 01:23:44 main:581] : INFO : Epoch 1740 | loss: 0.0311459 | val_loss: 0.0311868 | Time: 2001.74 ms
[2021-05-05 01:23:46 main:581] : INFO : Epoch 1741 | loss: 0.0311427 | val_loss: 0.0311816 | Time: 1848.84 ms
[2021-05-05 01:23:48 main:581] : INFO : Epoch 1742 | loss: 0.031138 | val_loss: 0.0311856 | Time: 1800 ms
[2021-05-05 01:23:50 main:581] : INFO : Epoch 1743 | loss: 0.0311374 | val_loss: 0.0311935 | Time: 1911.09 ms
[2021-05-05 01:23:52 main:581] : INFO : Epoch 1744 | loss: 0.0311471 | val_loss: 0.0311831 | Time: 1941.98 ms
[2021-05-05 01:23:54 main:581] : INFO : Epoch 1745 | loss: 0.0311436 | val_loss: 0.0311828 | Time: 1969.82 ms
[2021-05-05 01:23:56 main:581] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.031188 | Time: 1885.22 ms
[2021-05-05 01:23:58 main:581] : INFO : Epoch 1747 | loss: 0.0311396 | val_loss: 0.0311926 | Time: 1964.92 ms
[2021-05-05 01:24:00 main:581] : INFO : Epoch 1748 | loss: 0.0311405 | val_loss: 0.0311875 | Time: 1927.53 ms
[2021-05-05 01:24:02 main:581] : INFO : Epoch 1749 | loss: 0.0311406 | val_loss: 0.0311836 | Time: 1923.88 ms
[2021-05-05 01:24:04 main:581] : INFO : Epoch 1750 | loss: 0.0311415 | val_loss: 0.0311888 | Time: 2004.06 ms
[2021-05-05 01:24:06 main:581] : INFO : Epoch 1751 | loss: 0.0311401 | val_loss: 0.0311871 | Time: 1966.51 ms
[2021-05-05 01:24:08 main:581] : INFO : Epoch 1752 | loss: 0.0311394 | val_loss: 0.0311969 | Time: 1981.5 ms
[2021-05-05 01:24:10 main:581] : INFO : Epoch 1753 | loss: 0.0311382 | val_loss: 0.0311864 | Time: 2009.15 ms
[2021-05-05 01:24:12 main:581] : INFO : Epoch 1754 | loss: 0.0311362 | val_loss: 0.0311806 | Time: 2054.09 ms
[2021-05-05 01:24:14 main:581] : INFO : Epoch 1755 | loss: 0.0311358 | val_loss: 0.0311927 | Time: 1984.27 ms
[2021-05-05 01:24:16 main:581] : INFO : Epoch 1756 | loss: 0.0311421 | val_loss: 0.0311842 | Time: 1951.51 ms
[2021-05-05 01:24:18 main:581] : INFO : Epoch 1757 | loss: 0.0311455 | val_loss: 0.0311798 | Time: 1995.33 ms
[2021-05-05 01:24:20 main:581] : INFO : Epoch 1758 | loss: 0.0311449 | val_loss: 0.0311835 | Time: 1974.18 ms
[2021-05-05 01:24:22 main:581] : INFO : Epoch 1759 | loss: 0.0311458 | val_loss: 0.0311853 | Time: 2003.18 ms
[2021-05-05 01:24:23 main:581] : INFO : Epoch 1760 | loss: 0.0311436 | val_loss: 0.031184 | Time: 1915.83 ms
[2021-05-05 01:24:25 main:581] : INFO : Epoch 1761 | loss: 0.0311398 | val_loss: 0.0311828 | Time: 1986.8 ms
[2021-05-05 01:24:27 main:581] : INFO : Epoch 1762 | loss: 0.0311375 | val_loss: 0.0311838 | Time: 1994.65 ms
[2021-05-05 01:24:29 main:581] : INFO : Epoch 1763 | loss: 0.0311381 | val_loss: 0.0311867 | Time: 1988.28 ms
[2021-05-05 01:24:31 main:581] : INFO : Epoch 1764 | loss: 0.0311397 | val_loss: 0.0311819 | Time: 1994.33 ms
[2021-05-05 01:24:33 main:581] : INFO : Epoch 1765 | loss: 0.0311386 | val_loss: 0.0311869 | Time: 2029.13 ms
[2021-05-05 01:24:35 main:581] : INFO : Epoch 1766 | loss: 0.0311352 | val_loss: 0.0311823 | Time: 2004.96 ms
[2021-05-05 01:24:37 main:581] : INFO : Epoch 1767 | loss: 0.0311425 | val_loss: 0.0311883 | Time: 1979.43 ms
[2021-05-05 01:24:39 main:581] : INFO : Epoch 1768 | loss: 0.0311396 | val_loss: 0.0311851 | Time: 1951.6 ms
[2021-05-05 01:24:41 main:581] : INFO : Epoch 1769 | loss: 0.0311351 | val_loss: 0.0311792 | Time: 2005.48 ms
[2021-05-05 01:24:43 main:581] : INFO : Epoch 1770 | loss: 0.031137 | val_loss: 0.0311836 | Time: 1908.88 ms
[2021-05-05 01:24:45 main:581] : INFO : Epoch 1771 | loss: 0.0311394 | val_loss: 0.0311862 | Time: 2004.01 ms
[2021-05-05 01:24:47 main:581] : INFO : Epoch 1772 | loss: 0.031155 | val_loss: 0.0311963 | Time: 1939.45 ms
[2021-05-05 01:24:49 main:581] : INFO : Epoch 1773 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 1905.19 ms
[2021-05-05 01:24:51 main:581] : INFO : Epoch 1774 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 1975.45 ms
[2021-05-05 01:24:53 main:581] : INFO : Epoch 1775 | loss: 0.0311766 | val_loss: 0.0311834 | Time: 2079.37 ms
[2021-05-05 01:24:55 main:581] : INFO : Epoch 1776 | loss: 0.0311692 | val_loss: 0.0311842 | Time: 1946.88 ms
[2021-05-05 01:24:57 main:581] : INFO : Epoch 1777 | loss: 0.0311657 | val_loss: 0.031187 | Time: 1951.9 ms
[2021-05-05 01:24:59 main:581] : INFO : Epoch 1778 | loss: 0.031162 | val_loss: 0.0311812 | Time: 1965.75 ms
[2021-05-05 01:25:01 main:581] : INFO : Epoch 1779 | loss: 0.0311588 | val_loss: 0.0311815 | Time: 1980.95 ms
[2021-05-05 01:25:03 main:581] : INFO : Epoch 1780 | loss: 0.0311549 | val_loss: 0.031182 | Time: 1997.95 ms
[2021-05-05 01:25:05 main:581] : INFO : Epoch 1781 | loss: 0.0311556 | val_loss: 0.0311783 | Time: 1947.8 ms
[2021-05-05 01:25:07 main:581] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.0311857 | Time: 1926.73 ms
[2021-05-05 01:25:09 main:581] : INFO : Epoch 1783 | loss: 0.0311574 | val_loss: 0.0311772 | Time: 1970.07 ms
[2021-05-05 01:25:11 main:581] : INFO : Epoch 1784 | loss: 0.031152 | val_loss: 0.0311806 | Time: 1958.18 ms
[2021-05-05 01:25:13 main:581] : INFO : Epoch 1785 | loss: 0.0311482 | val_loss: 0.0311817 | Time: 2003.85 ms
[2021-05-05 01:25:15 main:581] : INFO : Epoch 1786 | loss: 0.0311483 | val_loss: 0.0311785 | Time: 1988.2 ms
[2021-05-05 01:25:17 main:581] : INFO : Epoch 1787 | loss: 0.0311501 | val_loss: 0.0311801 | Time: 1921.53 ms
[2021-05-05 01:25:19 main:581] : INFO : Epoch 1788 | loss: 0.0311468 | val_loss: 0.0311797 | Time: 1962.39 ms
[2021-05-05 01:25:21 main:581] : INFO : Epoch 1789 | loss: 0.0311443 | val_loss: 0.031185 | Time: 1959.59 ms
[2021-05-05 01:25:23 main:581] : INFO : Epoch 1790 | loss: 0.0311446 | val_loss: 0.0311817 | Time: 1990.77 ms
[2021-05-05 01:25:25 main:581] : INFO : Epoch 1791 | loss: 0.0311441 | val_loss: 0.0311818 | Time: 2025.01 ms
[2021-05-05 01:25:27 main:581] : INFO : Epoch 1792 | loss: 0.0311427 | val_loss: 0.0311852 | Time: 1939.89 ms
[2021-05-05 01:25:28 main:581] : INFO : Epoch 1793 | loss: 0.0311433 | val_loss: 0.0311823 | Time: 1808.24 ms
[2021-05-05 01:25:30 main:581] : INFO : Epoch 1794 | loss: 0.0311423 | val_loss: 0.0311861 | Time: 1936.43 ms
[2021-05-05 01:25:32 main:581] : INFO : Epoch 1795 | loss: 0.0311409 | val_loss: 0.0311847 | Time: 1980.76 ms
[2021-05-05 01:25:34 main:581] : INFO : Epoch 1796 | loss: 0.0311409 | val_loss: 0.0311815 | Time: 1977.94 ms
[2021-05-05 01:25:36 main:581] : INFO : Epoch 1797 | loss: 0.0311423 | val_loss: 0.0311828 | Time: 1953.32 ms
[2021-05-05 01:25:38 main:581] : INFO : Epoch 1798 | loss: 0.0311392 | val_loss: 0.0311812 | Time: 1920.12 ms
[2021-05-05 01:25:40 main:581] : INFO : Epoch 1799 | loss: 0.0311391 | val_loss: 0.031183 | Time: 1924.54 ms
[2021-05-05 01:25:42 main:581] : INFO : Epoch 1800 | loss: 0.031138 | val_loss: 0.0311861 | Time: 1827.18 ms
[2021-05-05 01:25:44 main:581] : INFO : Epoch 1801 | loss: 0.0311378 | val_loss: 0.0311836 | Time: 1944.32 ms
[2021-05-05 01:25:46 main:581] : INFO : Epoch 1802 | loss: 0.0311399 | val_loss: 0.031193 | Time: 1979.16 ms
[2021-05-05 01:25:48 main:581] : INFO : Epoch 1803 | loss: 0.0311388 | val_loss: 0.0311808 | Time: 1942.53 ms
[2021-05-05 01:25:50 main:581] : INFO : Epoch 1804 | loss: 0.0311365 | val_loss: 0.0311881 | Time: 1894.7 ms
[2021-05-05 01:25:52 main:581] : INFO : Epoch 1805 | loss: 0.0311389 | val_loss: 0.0311806 | Time: 2003.57 ms
[2021-05-05 01:25:54 main:581] : INFO : Epoch 1806 | loss: 0.0311345 | val_loss: 0.0311818 | Time: 1991.79 ms
[2021-05-05 01:25:56 main:581] : INFO : Epoch 1807 | loss: 0.0311347 | val_loss: 0.0311851 | Time: 2012.46 ms
[2021-05-05 01:25:58 main:581] : INFO : Epoch 1808 | loss: 0.0311329 | val_loss: 0.0311854 | Time: 1995.51 ms
[2021-05-05 01:26:00 main:581] : INFO : Epoch 1809 | loss: 0.031135 | val_loss: 0.0311865 | Time: 1955.16 ms
[2021-05-05 01:26:02 main:581] : INFO : Epoch 1810 | loss: 0.0311353 | val_loss: 0.0311873 | Time: 1897.86 ms
[2021-05-05 01:26:04 main:581] : INFO : Epoch 1811 | loss: 0.0311322 | val_loss: 0.0311789 | Time: 1948.55 ms
[2021-05-05 01:26:05 main:581] : INFO : Epoch 1812 | loss: 0.0311331 | val_loss: 0.031189 | Time: 1974.91 ms
[2021-05-05 01:26:07 main:581] : INFO : Epoch 1813 | loss: 0.031136 | val_loss: 0.0311908 | Time: 1992.15 ms
[2021-05-05 01:26:09 main:581] : INFO : Epoch 1814 | loss: 0.0311389 | val_loss: 0.0311902 | Time: 1964.95 ms
[2021-05-05 01:26:11 main:581] : INFO : Epoch 1815 | loss: 0.0311367 | val_loss: 0.0311917 | Time: 2028.23 ms
[2021-05-05 01:26:13 main:581] : INFO : Epoch 1816 | loss: 0.0311323 | val_loss: 0.0311961 | Time: 1919.21 ms
[2021-05-05 01:26:15 main:581] : INFO : Epoch 1817 | loss: 0.0311354 | val_loss: 0.0311878 | Time: 1960.43 ms
[2021-05-05 01:26:17 main:581] : INFO : Epoch 1818 | loss: 0.0311396 | val_loss: 0.0311795 | Time: 1895.73 ms
[2021-05-05 01:26:19 main:581] : INFO : Epoch 1819 | loss: 0.0311308 | val_loss: 0.0311902 | Time: 1993.85 ms
[2021-05-05 01:26:21 main:581] : INFO : Epoch 1820 | loss: 0.0311307 | val_loss: 0.0311853 | Time: 1978.01 ms
[2021-05-05 01:26:23 main:581] : INFO : Epoch 1821 | loss: 0.0311303 | val_loss: 0.0311893 | Time: 1996.02 ms
[2021-05-05 01:26:25 main:581] : INFO : Epoch 1822 | loss: 0.0311295 | val_loss: 0.0311946 | Time: 1897.45 ms
[2021-05-05 01:26:27 main:581] : INFO : Epoch 1823 | loss: 0.0311344 | val_loss: 0.0311955 | Time: 1928.8 ms
[2021-05-05 01:26:29 main:581] : INFO : Epoch 1824 | loss: 0.0311312 | val_loss: 0.0311905 | Time: 2043.08 ms
[2021-05-05 01:26:31 main:581] : INFO : Epoch 1825 | loss: 0.0311284 | val_loss: 0.0311896 | Time: 1966.18 ms
[2021-05-05 01:26:33 main:581] : INFO : Epoch 1826 | loss: 0.0311273 | val_loss: 0.0312005 | Time: 1968.71 ms
[2021-05-05 01:26:35 main:581] : INFO : Epoch 1827 | loss: 0.0311333 | val_loss: 0.0311972 | Time: 1984.52 ms
[2021-05-05 01:26:37 main:581] : INFO : Epoch 1828 | loss: 0.0311408 | val_loss: 0.0311947 | Time: 1991.02 ms
[2021-05-05 01:26:39 main:581] : INFO : Epoch 1829 | loss: 0.0311377 | val_loss: 0.0311896 | Time: 1949.47 ms
[2021-05-05 01:26:41 main:581] : INFO : Epoch 1830 | loss: 0.0311323 | val_loss: 0.0311939 | Time: 1992.41 ms
[2021-05-05 01:26:43 main:581] : INFO : Epoch 1831 | loss: 0.0311361 | val_loss: 0.0311864 | Time: 1998.24 ms
[2021-05-05 01:26:45 main:581] : INFO : Epoch 1832 | loss: 0.0311319 | val_loss: 0.0311932 | Time: 2049.6 ms
[2021-05-05 01:26:47 main:581] : INFO : Epoch 1833 | loss: 0.0311292 | val_loss: 0.0311837 | Time: 1999.59 ms
[2021-05-05 01:26:49 main:581] : INFO : Epoch 1834 | loss: 0.0311311 | val_loss: 0.0311955 | Time: 1980.92 ms
[2021-05-05 01:26:51 main:581] : INFO : Epoch 1835 | loss: 0.0311409 | val_loss: 0.0311933 | Time: 1977.44 ms
[2021-05-05 01:26:53 main:581] : INFO : Epoch 1836 | loss: 0.031155 | val_loss: 0.0311772 | Time: 1952.65 ms
[2021-05-05 01:26:55 main:581] : INFO : Epoch 1837 | loss: 0.0311521 | val_loss: 0.0311779 | Time: 2001.07 ms
[2021-05-05 01:26:57 main:581] : INFO : Epoch 1838 | loss: 0.0311463 | val_loss: 0.0311816 | Time: 1959.73 ms
[2021-05-05 01:26:59 main:581] : INFO : Epoch 1839 | loss: 0.0311405 | val_loss: 0.0311803 | Time: 2009.29 ms
[2021-05-05 01:27:01 main:581] : INFO : Epoch 1840 | loss: 0.0311367 | val_loss: 0.0311813 | Time: 1976.11 ms
[2021-05-05 01:27:03 main:581] : INFO : Epoch 1841 | loss: 0.0311367 | val_loss: 0.0311877 | Time: 1986.5 ms
[2021-05-05 01:27:05 main:581] : INFO : Epoch 1842 | loss: 0.0311351 | val_loss: 0.0311838 | Time: 2018.31 ms
[2021-05-05 01:27:07 main:581] : INFO : Epoch 1843 | loss: 0.0311323 | val_loss: 0.0311837 | Time: 1991.83 ms
[2021-05-05 01:27:09 main:581] : INFO : Epoch 1844 | loss: 0.0311325 | val_loss: 0.031185 | Time: 1941.38 ms
[2021-05-05 01:27:11 main:581] : INFO : Epoch 1845 | loss: 0.0311293 | val_loss: 0.0311902 | Time: 1864.95 ms
[2021-05-05 01:27:13 main:581] : INFO : Epoch 1846 | loss: 0.0311288 | val_loss: 0.031188 | Time: 1991.57 ms
[2021-05-05 01:27:15 main:581] : INFO : Epoch 1847 | loss: 0.0311298 | val_loss: 0.0311803 | Time: 1977.84 ms
[2021-05-05 01:27:17 main:581] : INFO : Epoch 1848 | loss: 0.0311301 | val_loss: 0.0311897 | Time: 2012.34 ms
[2021-05-05 01:27:19 main:581] : INFO : Epoch 1849 | loss: 0.0311313 | val_loss: 0.0311842 | Time: 1993.3 ms
[2021-05-05 01:27:21 main:581] : INFO : Epoch 1850 | loss: 0.0311276 | val_loss: 0.0311978 | Time: 2010.67 ms
[2021-05-05 01:27:23 main:581] : INFO : Epoch 1851 | loss: 0.0311269 | val_loss: 0.0311898 | Time: 2008.87 ms
[2021-05-05 01:27:25 main:581] : INFO : Epoch 1852 | loss: 0.0311278 | val_loss: 0.0311962 | Time: 1955.96 ms
[2021-05-05 01:27:27 main:581] : INFO : Epoch 1853 | loss: 0.0311325 | val_loss: 0.0311831 | Time: 1982.59 ms
[2021-05-05 01:27:28 main:581] : INFO : Epoch 1854 | loss: 0.0311339 | val_loss: 0.0311868 | Time: 1889.18 ms
[2021-05-05 01:27:30 main:581] : INFO : Epoch 1855 | loss: 0.0311305 | val_loss: 0.0311816 | Time: 1917.53 ms
[2021-05-05 01:27:32 main:581] : INFO : Epoch 1856 | loss: 0.0311297 | val_loss: 0.0311852 | Time: 1973.93 ms
[2021-05-05 01:27:34 main:581] : INFO : Epoch 1857 | loss: 0.0311285 | val_loss: 0.0311936 | Time: 1983.89 ms
[2021-05-05 01:27:36 main:581] : INFO : Epoch 1858 | loss: 0.0311298 | val_loss: 0.0311865 | Time: 1963.12 ms
[2021-05-05 01:27:38 main:581] : INFO : Epoch 1859 | loss: 0.0311288 | val_loss: 0.0311823 | Time: 1947.83 ms
[2021-05-05 01:27:40 main:581] : INFO : Epoch 1860 | loss: 0.0311267 | val_loss: 0.0311896 | Time: 1964.13 ms
[2021-05-05 01:27:42 main:581] : INFO : Epoch 1861 | loss: 0.0311265 | val_loss: 0.0311908 | Time: 1791.7 ms
[2021-05-05 01:27:44 main:581] : INFO : Epoch 1862 | loss: 0.0311241 | val_loss: 0.0311907 | Time: 1780.2 ms
[2021-05-05 01:27:46 main:581] : INFO : Epoch 1863 | loss: 0.0311212 | val_loss: 0.0311871 | Time: 1956.61 ms
[2021-05-05 01:27:48 main:581] : INFO : Epoch 1864 | loss: 0.031125 | val_loss: 0.0311869 | Time: 1936.77 ms
[2021-05-05 01:27:50 main:581] : INFO : Epoch 1865 | loss: 0.0311243 | val_loss: 0.0311908 | Time: 1947.03 ms
[2021-05-05 01:27:52 main:581] : INFO : Epoch 1866 | loss: 0.0311239 | val_loss: 0.0311906 | Time: 1924.77 ms
[2021-05-05 01:27:54 main:581] : INFO : Epoch 1867 | loss: 0.0311227 | val_loss: 0.0311965 | Time: 1994.08 ms
[2021-05-05 01:27:55 main:581] : INFO : Epoch 1868 | loss: 0.0311235 | val_loss: 0.0311923 | Time: 1860.65 ms
[2021-05-05 01:27:57 main:581] : INFO : Epoch 1869 | loss: 0.0311235 | val_loss: 0.0311918 | Time: 1950.53 ms
[2021-05-05 01:27:59 main:581] : INFO : Epoch 1870 | loss: 0.0311251 | val_loss: 0.0311933 | Time: 1974.57 ms
[2021-05-05 01:28:01 main:581] : INFO : Epoch 1871 | loss: 0.0311251 | val_loss: 0.0311878 | Time: 1933.44 ms
[2021-05-05 01:28:03 main:581] : INFO : Epoch 1872 | loss: 0.0311235 | val_loss: 0.0311946 | Time: 2145.11 ms
[2021-05-05 01:28:05 main:581] : INFO : Epoch 1873 | loss: 0.0311222 | val_loss: 0.0311942 | Time: 1975.6 ms
[2021-05-05 01:28:07 main:581] : INFO : Epoch 1874 | loss: 0.0311232 | val_loss: 0.0311926 | Time: 1950.63 ms
[2021-05-05 01:28:09 main:581] : INFO : Epoch 1875 | loss: 0.0311273 | val_loss: 0.0311965 | Time: 1965.96 ms
[2021-05-05 01:28:11 main:581] : INFO : Epoch 1876 | loss: 0.031123 | val_loss: 0.0311956 | Time: 1938.31 ms
[2021-05-05 01:28:13 main:581] : INFO : Epoch 1877 | loss: 0.0311216 | val_loss: 0.0311878 | Time: 1982.77 ms
[2021-05-05 01:28:15 main:581] : INFO : Epoch 1878 | loss: 0.0311205 | val_loss: 0.0311859 | Time: 1985.68 ms
[2021-05-05 01:28:17 main:581] : INFO : Epoch 1879 | loss: 0.0311211 | val_loss: 0.0311922 | Time: 1950.65 ms
[2021-05-05 01:28:19 main:581] : INFO : Epoch 1880 | loss: 0.0311206 | val_loss: 0.0311985 | Time: 1945.08 ms
[2021-05-05 01:28:21 main:581] : INFO : Epoch 1881 | loss: 0.0311221 | val_loss: 0.0311951 | Time: 2006.85 ms
[2021-05-05 01:28:23 main:581] : INFO : Epoch 1882 | loss: 0.0311243 | val_loss: 0.0312027 | Time: 1986.33 ms
[2021-05-05 01:28:25 main:581] : INFO : Epoch 1883 | loss: 0.0311244 | val_loss: 0.0311918 | Time: 1987.91 ms
[2021-05-05 01:28:27 main:581] : INFO : Epoch 1884 | loss: 0.0311245 | val_loss: 0.0312047 | Time: 2001.2 ms
[2021-05-05 01:28:29 main:581] : INFO : Epoch 1885 | loss: 0.0311236 | val_loss: 0.0311941 | Time: 2022.06 ms
[2021-05-05 01:28:31 main:581] : INFO : Epoch 1886 | loss: 0.0311225 | val_loss: 0.0312058 | Time: 1945.19 ms
[2021-05-05 01:28:33 main:581] : INFO : Epoch 1887 | loss: 0.0311243 | val_loss: 0.0311988 | Time: 1804.23 ms
[2021-05-05 01:28:35 main:581] : INFO : Epoch 1888 | loss: 0.0311232 | val_loss: 0.0311933 | Time: 1776.38 ms
[2021-05-05 01:28:37 main:581] : INFO : Epoch 1889 | loss: 0.0311329 | val_loss: 0.0311807 | Time: 1870.34 ms
[2021-05-05 01:28:38 main:581] : INFO : Epoch 1890 | loss: 0.0311387 | val_loss: 0.0311888 | Time: 1932.06 ms
[2021-05-05 01:28:40 main:581] : INFO : Epoch 1891 | loss: 0.0311296 | val_loss: 0.0311905 | Time: 1972.42 ms
[2021-05-05 01:28:42 main:581] : INFO : Epoch 1892 | loss: 0.0311255 | val_loss: 0.0311906 | Time: 1861.85 ms
[2021-05-05 01:28:44 main:581] : INFO : Epoch 1893 | loss: 0.0311225 | val_loss: 0.031192 | Time: 1954.42 ms
[2021-05-05 01:28:46 main:581] : INFO : Epoch 1894 | loss: 0.0311223 | val_loss: 0.0311912 | Time: 1941.89 ms
[2021-05-05 01:28:48 main:581] : INFO : Epoch 1895 | loss: 0.0311242 | val_loss: 0.0311863 | Time: 1762.24 ms
[2021-05-05 01:28:50 main:581] : INFO : Epoch 1896 | loss: 0.0311229 | val_loss: 0.0311954 | Time: 1919.91 ms
[2021-05-05 01:28:52 main:581] : INFO : Epoch 1897 | loss: 0.0311219 | val_loss: 0.0311896 | Time: 1969.57 ms
[2021-05-05 01:28:54 main:581] : INFO : Epoch 1898 | loss: 0.0311228 | val_loss: 0.0311885 | Time: 1942.86 ms
[2021-05-05 01:28:56 main:581] : INFO : Epoch 1899 | loss: 0.0311271 | val_loss: 0.0311945 | Time: 1976.77 ms
[2021-05-05 01:28:58 main:581] : INFO : Epoch 1900 | loss: 0.031136 | val_loss: 0.0311831 | Time: 1917.57 ms
[2021-05-05 01:29:00 main:581] : INFO : Epoch 1901 | loss: 0.0311341 | val_loss: 0.0311859 | Time: 2034.34 ms
[2021-05-05 01:29:02 main:581] : INFO : Epoch 1902 | loss: 0.031134 | val_loss: 0.0311985 | Time: 2018.14 ms
[2021-05-05 01:29:04 main:581] : INFO : Epoch 1903 | loss: 0.0311289 | val_loss: 0.0311881 | Time: 1960.74 ms
[2021-05-05 01:29:06 main:581] : INFO : Epoch 1904 | loss: 0.0311247 | val_loss: 0.0311891 | Time: 1962.58 ms
[2021-05-05 01:29:07 main:581] : INFO : Epoch 1905 | loss: 0.0311233 | val_loss: 0.0311878 | Time: 1829.17 ms
[2021-05-05 01:29:09 main:581] : INFO : Epoch 1906 | loss: 0.0311237 | val_loss: 0.0311888 | Time: 1967.39 ms
[2021-05-05 01:29:11 main:581] : INFO : Epoch 1907 | loss: 0.0311244 | val_loss: 0.0311902 | Time: 1912.74 ms
[2021-05-05 01:29:13 main:581] : INFO : Epoch 1908 | loss: 0.0311234 | val_loss: 0.0311952 | Time: 1948.78 ms
[2021-05-05 01:29:15 main:581] : INFO : Epoch 1909 | loss: 0.0311206 | val_loss: 0.0311947 | Time: 1993.72 ms
[2021-05-05 01:29:17 main:581] : INFO : Epoch 1910 | loss: 0.0311406 | val_loss: 0.0311863 | Time: 1935.63 ms
[2021-05-05 01:29:19 main:581] : INFO : Epoch 1911 | loss: 0.0311411 | val_loss: 0.0311802 | Time: 1979.22 ms
[2021-05-05 01:29:21 main:581] : INFO : Epoch 1912 | loss: 0.0311349 | val_loss: 0.0311918 | Time: 1992.42 ms
[2021-05-05 01:29:23 main:581] : INFO : Epoch 1913 | loss: 0.0311275 | val_loss: 0.0311881 | Time: 2041.37 ms
[2021-05-05 01:29:25 main:581] : INFO : Epoch 1914 | loss: 0.0311255 | val_loss: 0.031187 | Time: 2165.22 ms
[2021-05-05 01:29:27 main:581] : INFO : Epoch 1915 | loss: 0.031124 | val_loss: 0.0311875 | Time: 2017.53 ms
[2021-05-05 01:29:29 main:581] : INFO : Epoch 1916 | loss: 0.0311218 | val_loss: 0.0311948 | Time: 1966.01 ms
[2021-05-05 01:29:31 main:581] : INFO : Epoch 1917 | loss: 0.0311212 | val_loss: 0.0311924 | Time: 2021.07 ms
[2021-05-05 01:29:33 main:581] : INFO : Epoch 1918 | loss: 0.0311217 | val_loss: 0.0312009 | Time: 1932.12 ms
[2021-05-05 01:29:35 main:581] : INFO : Epoch 1919 | loss: 0.0311309 | val_loss: 0.0311869 | Time: 2017.1 ms
[2021-05-05 01:29:37 main:581] : INFO : Epoch 1920 | loss: 0.0311419 | val_loss: 0.0311789 | Time: 1991.75 ms
[2021-05-05 01:29:39 main:581] : INFO : Epoch 1921 | loss: 0.0311392 | val_loss: 0.031186 | Time: 2087.45 ms
[2021-05-05 01:29:41 main:581] : INFO : Epoch 1922 | loss: 0.0311322 | val_loss: 0.0311872 | Time: 1939.07 ms
[2021-05-05 01:29:43 main:581] : INFO : Epoch 1923 | loss: 0.0311271 | val_loss: 0.0311912 | Time: 1957.84 ms
[2021-05-05 01:29:45 main:581] : INFO : Epoch 1924 | loss: 0.0311251 | val_loss: 0.031188 | Time: 1959.05 ms
[2021-05-05 01:29:47 main:581] : INFO : Epoch 1925 | loss: 0.0311395 | val_loss: 0.0311829 | Time: 1990.33 ms
[2021-05-05 01:29:49 main:581] : INFO : Epoch 1926 | loss: 0.0311398 | val_loss: 0.0311914 | Time: 1939.7 ms
[2021-05-05 01:29:51 main:581] : INFO : Epoch 1927 | loss: 0.0311335 | val_loss: 0.0311835 | Time: 2047.9 ms
[2021-05-05 01:29:53 main:581] : INFO : Epoch 1928 | loss: 0.0311322 | val_loss: 0.0311832 | Time: 2039.69 ms
[2021-05-05 01:29:55 main:581] : INFO : Epoch 1929 | loss: 0.0311338 | val_loss: 0.0311797 | Time: 2133.35 ms
[2021-05-05 01:29:57 main:581] : INFO : Epoch 1930 | loss: 0.0311358 | val_loss: 0.0311844 | Time: 1948.57 ms
[2021-05-05 01:29:59 main:581] : INFO : Epoch 1931 | loss: 0.0311365 | val_loss: 0.0311853 | Time: 1968.67 ms
[2021-05-05 01:30:01 main:581] : INFO : Epoch 1932 | loss: 0.0311335 | val_loss: 0.0311801 | Time: 2000.56 ms
[2021-05-05 01:30:03 main:581] : INFO : Epoch 1933 | loss: 0.0311293 | val_loss: 0.0311872 | Time: 1980.23 ms
[2021-05-05 01:30:05 main:581] : INFO : Epoch 1934 | loss: 0.0311249 | val_loss: 0.0311911 | Time: 2006.81 ms
[2021-05-05 01:30:07 main:581] : INFO : Epoch 1935 | loss: 0.0311227 | val_loss: 0.031185 | Time: 1996.86 ms
[2021-05-05 01:30:09 main:581] : INFO : Epoch 1936 | loss: 0.0311258 | val_loss: 0.0311901 | Time: 1961.53 ms
[2021-05-05 01:30:11 main:581] : INFO : Epoch 1937 | loss: 0.0311239 | val_loss: 0.0312045 | Time: 1973.39 ms
[2021-05-05 01:30:13 main:581] : INFO : Epoch 1938 | loss: 0.0311289 | val_loss: 0.0311825 | Time: 1966.21 ms
[2021-05-05 01:30:15 main:581] : INFO : Epoch 1939 | loss: 0.0311273 | val_loss: 0.0311905 | Time: 1994.66 ms
[2021-05-05 01:30:17 main:581] : INFO : Epoch 1940 | loss: 0.0311224 | val_loss: 0.031188 | Time: 1908.37 ms
[2021-05-05 01:30:19 main:581] : INFO : Epoch 1941 | loss: 0.0311266 | val_loss: 0.0311906 | Time: 2008.03 ms
[2021-05-05 01:30:21 main:581] : INFO : Epoch 1942 | loss: 0.0311262 | val_loss: 0.031191 | Time: 1840.38 ms
[2021-05-05 01:30:23 main:581] : INFO : Epoch 1943 | loss: 0.031123 | val_loss: 0.0311824 | Time: 1916.8 ms
[2021-05-05 01:30:25 main:581] : INFO : Epoch 1944 | loss: 0.0311217 | val_loss: 0.0311949 | Time: 1930 ms
[2021-05-05 01:30:27 main:581] : INFO : Epoch 1945 | loss: 0.0311207 | val_loss: 0.0311891 | Time: 2105.83 ms
[2021-05-05 01:30:29 main:581] : INFO : Epoch 1946 | loss: 0.0311206 | val_loss: 0.0311878 | Time: 1994 ms
[2021-05-05 01:30:31 main:581] : INFO : Epoch 1947 | loss: 0.0311204 | val_loss: 0.0311931 | Time: 1962.95 ms
[2021-05-05 01:30:33 main:581] : INFO : Epoch 1948 | loss: 0.0311179 | val_loss: 0.0311918 | Time: 2119.68 ms
[2021-05-05 01:30:35 main:581] : INFO : Epoch 1949 | loss: 0.0311245 | val_loss: 0.0311973 | Time: 2233.35 ms
[2021-05-05 01:30:37 main:581] : INFO : Epoch 1950 | loss: 0.03114 | val_loss: 0.0311734 | Time: 2191.86 ms
[2021-05-05 01:30:40 main:581] : INFO : Epoch 1951 | loss: 0.031138 | val_loss: 0.0311872 | Time: 2038.73 ms
[2021-05-05 01:30:42 main:581] : INFO : Epoch 1952 | loss: 0.0311312 | val_loss: 0.0311866 | Time: 2019.56 ms
[2021-05-05 01:30:44 main:581] : INFO : Epoch 1953 | loss: 0.0311266 | val_loss: 0.0311883 | Time: 2117.23 ms
[2021-05-05 01:30:46 main:581] : INFO : Epoch 1954 | loss: 0.0311238 | val_loss: 0.0311863 | Time: 2053.29 ms
[2021-05-05 01:30:48 main:581] : INFO : Epoch 1955 | loss: 0.0311255 | val_loss: 0.0311844 | Time: 1923.91 ms
[2021-05-05 01:30:50 main:581] : INFO : Epoch 1956 | loss: 0.0311231 | val_loss: 0.0311835 | Time: 1920.29 ms
[2021-05-05 01:30:52 main:581] : INFO : Epoch 1957 | loss: 0.0311242 | val_loss: 0.0311974 | Time: 1981.39 ms
[2021-05-05 01:30:54 main:581] : INFO : Epoch 1958 | loss: 0.0311197 | val_loss: 0.0311926 | Time: 1964.47 ms
[2021-05-05 01:30:55 main:581] : INFO : Epoch 1959 | loss: 0.0311236 | val_loss: 0.0311871 | Time: 1963.17 ms
[2021-05-05 01:30:57 main:581] : INFO : Epoch 1960 | loss: 0.0311279 | val_loss: 0.0311906 | Time: 1870.99 ms
[2021-05-05 01:30:59 main:581] : INFO : Epoch 1961 | loss: 0.0311256 | val_loss: 0.0311897 | Time: 2018.62 ms
[2021-05-05 01:31:01 main:581] : INFO : Epoch 1962 | loss: 0.0311245 | val_loss: 0.0311925 | Time: 2004.11 ms
[2021-05-05 01:31:03 main:581] : INFO : Epoch 1963 | loss: 0.031119 | val_loss: 0.0311898 | Time: 1951.84 ms
[2021-05-05 01:31:05 main:581] : INFO : Epoch 1964 | loss: 0.0311286 | val_loss: 0.0311842 | Time: 1948.1 ms
[2021-05-05 01:31:07 main:581] : INFO : Epoch 1965 | loss: 0.031144 | val_loss: 0.0311823 | Time: 1948.68 ms
[2021-05-05 01:31:09 main:581] : INFO : Epoch 1966 | loss: 0.0311342 | val_loss: 0.031179 | Time: 1959.9 ms
[2021-05-05 01:31:11 main:581] : INFO : Epoch 1967 | loss: 0.0311289 | val_loss: 0.031188 | Time: 1889.14 ms
[2021-05-05 01:31:13 main:581] : INFO : Epoch 1968 | loss: 0.0311247 | val_loss: 0.0311894 | Time: 1893.6 ms
[2021-05-05 01:31:15 main:581] : INFO : Epoch 1969 | loss: 0.0311324 | val_loss: 0.031191 | Time: 1997.6 ms
[2021-05-05 01:31:17 main:581] : INFO : Epoch 1970 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 1938.83 ms
[2021-05-05 01:31:19 main:581] : INFO : Epoch 1971 | loss: 0.0311489 | val_loss: 0.0311795 | Time: 1942.65 ms
[2021-05-05 01:31:21 main:581] : INFO : Epoch 1972 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 1837.6 ms
[2021-05-05 01:31:23 main:581] : INFO : Epoch 1973 | loss: 0.0311495 | val_loss: 0.0311748 | Time: 1905.05 ms
[2021-05-05 01:31:25 main:581] : INFO : Epoch 1974 | loss: 0.0311464 | val_loss: 0.0311752 | Time: 1957.54 ms
[2021-05-05 01:31:27 main:581] : INFO : Epoch 1975 | loss: 0.0311429 | val_loss: 0.0311756 | Time: 1976.23 ms
[2021-05-05 01:31:28 main:581] : INFO : Epoch 1976 | loss: 0.0311408 | val_loss: 0.0311823 | Time: 1953.59 ms
[2021-05-05 01:31:31 main:581] : INFO : Epoch 1977 | loss: 0.0311389 | val_loss: 0.031178 | Time: 2047.6 ms
[2021-05-05 01:31:32 main:581] : INFO : Epoch 1978 | loss: 0.0311374 | val_loss: 0.0311774 | Time: 1930.86 ms
[2021-05-05 01:31:34 main:581] : INFO : Epoch 1979 | loss: 0.0311382 | val_loss: 0.0311811 | Time: 1834.44 ms
[2021-05-05 01:31:36 main:581] : INFO : Epoch 1980 | loss: 0.0311343 | val_loss: 0.031178 | Time: 1545.48 ms
[2021-05-05 01:31:38 main:581] : INFO : Epoch 1981 | loss: 0.0311336 | val_loss: 0.0311838 | Time: 1785.65 ms
[2021-05-05 01:31:40 main:581] : INFO : Epoch 1982 | loss: 0.031132 | val_loss: 0.0311784 | Time: 1894.68 ms
[2021-05-05 01:31:41 main:581] : INFO : Epoch 1983 | loss: 0.031129 | val_loss: 0.0311826 | Time: 1933.66 ms
[2021-05-05 01:31:43 main:581] : INFO : Epoch 1984 | loss: 0.0311265 | val_loss: 0.0311855 | Time: 1958.22 ms
[2021-05-05 01:31:45 main:581] : INFO : Epoch 1985 | loss: 0.0311292 | val_loss: 0.0311867 | Time: 1887.37 ms
[2021-05-05 01:31:47 main:581] : INFO : Epoch 1986 | loss: 0.0311315 | val_loss: 0.0311827 | Time: 1998.33 ms
[2021-05-05 01:31:49 main:581] : INFO : Epoch 1987 | loss: 0.0311272 | val_loss: 0.0311914 | Time: 1992.74 ms
[2021-05-05 01:31:51 main:581] : INFO : Epoch 1988 | loss: 0.0311267 | val_loss: 0.0311834 | Time: 1834.98 ms
[2021-05-05 01:31:53 main:581] : INFO : Epoch 1989 | loss: 0.0311712 | val_loss: 0.0311938 | Time: 1903.23 ms
[2021-05-05 01:31:55 main:581] : INFO : Epoch 1990 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 1959.07 ms
[2021-05-05 01:31:57 main:581] : INFO : Epoch 1991 | loss: 0.031177 | val_loss: 0.0311775 | Time: 1861.22 ms
[2021-05-05 01:31:59 main:581] : INFO : Epoch 1992 | loss: 0.0311723 | val_loss: 0.0311814 | Time: 1862.57 ms
[2021-05-05 01:32:01 main:581] : INFO : Epoch 1993 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1919.18 ms
[2021-05-05 01:32:03 main:581] : INFO : Epoch 1994 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1899.96 ms
[2021-05-05 01:32:04 main:581] : INFO : Epoch 1995 | loss: 0.03116 | val_loss: 0.0311727 | Time: 1956.52 ms
[2021-05-05 01:32:06 main:581] : INFO : Epoch 1996 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 1966.16 ms
[2021-05-05 01:32:08 main:581] : INFO : Epoch 1997 | loss: 0.0311565 | val_loss: 0.0311701 | Time: 1934.52 ms
[2021-05-05 01:32:10 main:581] : INFO : Epoch 1998 | loss: 0.0311557 | val_loss: 0.0311778 | Time: 1981.66 ms
[2021-05-05 01:32:12 main:581] : INFO : Epoch 1999 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 1970.94 ms
[2021-05-05 01:32:14 main:581] : INFO : Epoch 2000 | loss: 0.031151 | val_loss: 0.0311733 | Time: 1966.49 ms
[2021-05-05 01:32:16 main:581] : INFO : Epoch 2001 | loss: 0.0311502 | val_loss: 0.0311736 | Time: 1940.17 ms
[2021-05-05 01:32:18 main:581] : INFO : Epoch 2002 | loss: 0.031149 | val_loss: 0.031172 | Time: 1921.42 ms
[2021-05-05 01:32:20 main:581] : INFO : Epoch 2003 | loss: 0.0311476 | val_loss: 0.0311714 | Time: 1958.25 ms
[2021-05-05 01:32:22 main:581] : INFO : Epoch 2004 | loss: 0.0311483 | val_loss: 0.0311755 | Time: 1948.91 ms
[2021-05-05 01:32:24 main:581] : INFO : Epoch 2005 | loss: 0.0311456 | val_loss: 0.0311742 | Time: 1968.63 ms
[2021-05-05 01:32:26 main:581] : INFO : Epoch 2006 | loss: 0.0311445 | val_loss: 0.0311757 | Time: 1997.47 ms
[2021-05-05 01:32:28 main:581] : INFO : Epoch 2007 | loss: 0.0311449 | val_loss: 0.0311755 | Time: 1977.55 ms
[2021-05-05 01:32:30 main:581] : INFO : Epoch 2008 | loss: 0.0311466 | val_loss: 0.03118 | Time: 2169.96 ms
[2021-05-05 01:32:32 main:581] : INFO : Epoch 2009 | loss: 0.031147 | val_loss: 0.0311745 | Time: 1985.28 ms
[2021-05-05 01:32:34 main:581] : INFO : Epoch 2010 | loss: 0.0311426 | val_loss: 0.0311749 | Time: 1785.36 ms
[2021-05-05 01:32:36 main:581] : INFO : Epoch 2011 | loss: 0.0311411 | val_loss: 0.0311722 | Time: 1849.89 ms
[2021-05-05 01:32:38 main:581] : INFO : Epoch 2012 | loss: 0.0311403 | val_loss: 0.0311763 | Time: 1966.66 ms
[2021-05-05 01:32:40 main:581] : INFO : Epoch 2013 | loss: 0.0311406 | val_loss: 0.0311804 | Time: 1928.62 ms
[2021-05-05 01:32:42 main:581] : INFO : Epoch 2014 | loss: 0.031142 | val_loss: 0.0311742 | Time: 1868 ms
[2021-05-05 01:32:44 main:581] : INFO : Epoch 2015 | loss: 0.0311408 | val_loss: 0.031174 | Time: 1978.87 ms
[2021-05-05 01:32:46 main:581] : INFO : Epoch 2016 | loss: 0.0311452 | val_loss: 0.0311774 | Time: 1966.08 ms
[2021-05-05 01:32:47 main:581] : INFO : Epoch 2017 | loss: 0.0311467 | val_loss: 0.0311718 | Time: 1955.36 ms
[2021-05-05 01:32:49 main:581] : INFO : Epoch 2018 | loss: 0.0311421 | val_loss: 0.0311751 | Time: 2015.13 ms
[2021-05-05 01:32:51 main:581] : INFO : Epoch 2019 | loss: 0.0311398 | val_loss: 0.0311784 | Time: 1988.1 ms
[2021-05-05 01:32:53 main:581] : INFO : Epoch 2020 | loss: 0.0311383 | val_loss: 0.0311777 | Time: 1894.07 ms
[2021-05-05 01:32:55 main:581] : INFO : Epoch 2021 | loss: 0.0311379 | val_loss: 0.0311761 | Time: 1775.99 ms
[2021-05-05 01:32:57 main:581] : INFO : Epoch 2022 | loss: 0.0311369 | val_loss: 0.0311776 | Time: 1815.46 ms
[2021-05-05 01:32:59 main:581] : INFO : Epoch 2023 | loss: 0.0311381 | val_loss: 0.0311843 | Time: 1878.45 ms
[2021-05-05 01:33:01 main:581] : INFO : Epoch 2024 | loss: 0.031138 | val_loss: 0.0311781 | Time: 1812.59 ms
[2021-05-05 01:33:03 main:581] : INFO : Epoch 2025 | loss: 0.031135 | val_loss: 0.0311829 | Time: 1949.42 ms
[2021-05-05 01:33:05 main:581] : INFO : Epoch 2026 | loss: 0.0311343 | val_loss: 0.0311783 | Time: 1952.45 ms
[2021-05-05 01:33:06 main:581] : INFO : Epoch 2027 | loss: 0.0311343 | val_loss: 0.0311817 | Time: 1955.61 ms
[2021-05-05 01:33:08 main:581] : INFO : Epoch 2028 | loss: 0.0311335 | val_loss: 0.0311787 | Time: 1955.6 ms
[2021-05-05 01:33:10 main:581] : INFO : Epoch 2029 | loss: 0.0311344 | val_loss: 0.031176 | Time: 1885.46 ms
[2021-05-05 01:33:12 main:581] : INFO : Epoch 2030 | loss: 0.0311324 | val_loss: 0.031185 | Time: 1846.13 ms
[2021-05-05 01:33:14 main:581] : INFO : Epoch 2031 | loss: 0.0311332 | val_loss: 0.0311818 | Time: 1768.8 ms
[2021-05-05 01:33:16 main:581] : INFO : Epoch 2032 | loss: 0.0311351 | val_loss: 0.0311801 | Time: 1852.85 ms
[2021-05-05 01:33:18 main:581] : INFO : Epoch 2033 | loss: 0.0311322 | val_loss: 0.0311839 | Time: 1927.88 ms
[2021-05-05 01:33:20 main:581] : INFO : Epoch 2034 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 1941.3 ms
[2021-05-05 01:33:22 main:581] : INFO : Epoch 2035 | loss: 0.0311323 | val_loss: 0.0311781 | Time: 2032.33 ms
[2021-05-05 01:33:24 main:581] : INFO : Epoch 2036 | loss: 0.0311336 | val_loss: 0.0311774 | Time: 1980.82 ms
[2021-05-05 01:33:26 main:581] : INFO : Epoch 2037 | loss: 0.0311366 | val_loss: 0.0311773 | Time: 1956.72 ms
[2021-05-05 01:33:28 main:581] : INFO : Epoch 2038 | loss: 0.0311376 | val_loss: 0.0311812 | Time: 1964.79 ms
[2021-05-05 01:33:29 main:581] : INFO : Epoch 2039 | loss: 0.0311372 | val_loss: 0.0311875 | Time: 1864.3 ms
[2021-05-05 01:33:31 main:581] : INFO : Epoch 2040 | loss: 0.0311417 | val_loss: 0.0311695 | Time: 1961.13 ms
[2021-05-05 01:33:33 main:581] : INFO : Epoch 2041 | loss: 0.0311385 | val_loss: 0.0311804 | Time: 1945.4 ms
[2021-05-05 01:33:35 main:581] : INFO : Epoch 2042 | loss: 0.0311348 | val_loss: 0.031172 | Time: 2004.16 ms
[2021-05-05 01:33:37 main:581] : INFO : Epoch 2043 | loss: 0.031134 | val_loss: 0.0311838 | Time: 1982.62 ms
[2021-05-05 01:33:39 main:581] : INFO : Epoch 2044 | loss: 0.0311314 | val_loss: 0.0311898 | Time: 1961.07 ms
[2021-05-05 01:33:41 main:581] : INFO : Epoch 2045 | loss: 0.0311332 | val_loss: 0.0311792 | Time: 1939.55 ms
[2021-05-05 01:33:43 main:581] : INFO : Epoch 2046 | loss: 0.0311325 | val_loss: 0.0311822 | Time: 1954.8 ms
[2021-05-05 01:33:45 main:581] : INFO : Epoch 2047 | loss: 0.0311331 | val_loss: 0.031171 | Time: 1914.48 ms
[2021-05-05 01:33:47 main:581] : INFO : Epoch 2048 | loss: 0.031138 | val_loss: 0.0311871 | Time: 1934.99 ms
[2021-05-05 01:33:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311871
[2021-05-05 01:33:47 main:610] : INFO : Saving end state to config to file
[2021-05-05 01:33:47 main:615] : INFO : Success, exiting..
01:33:47 (3026629): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)