Task 4352689
| Name | ParityMachine-1612383658-3209-3_0 |
| Workunit | 2420714 |
| Created | 8 Mar 2021, 19:30:01 UTC |
| Sent | 18 Mar 2021, 22:44:16 UTC |
| Report deadline | 25 Mar 2021, 22:44:16 UTC |
| Received | 19 Mar 2021, 15:16:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 6 min 43 sec |
| CPU time | 1 hours 6 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 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: 0.03116 | val_loss: 0.0311648 | Time: 1983.79 ms
[2021-03-19 09:59:43 main:581] : INFO : Epoch 1539 | loss: 0.0311597 | val_loss: 0.0311631 | Time: 1999.13 ms
[2021-03-19 09:59:45 main:581] : INFO : Epoch 1540 | loss: 0.0311596 | val_loss: 0.0311642 | Time: 1980.97 ms
[2021-03-19 09:59:47 main:581] : INFO : Epoch 1541 | loss: 0.0311597 | val_loss: 0.0311646 | Time: 1979.84 ms
[2021-03-19 09:59:49 main:581] : INFO : Epoch 1542 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 1997.97 ms
[2021-03-19 09:59:51 main:581] : INFO : Epoch 1543 | loss: 0.0311587 | val_loss: 0.031164 | Time: 1979.66 ms
[2021-03-19 09:59:53 main:581] : INFO : Epoch 1544 | loss: 0.031158 | val_loss: 0.0311656 | Time: 1944.42 ms
[2021-03-19 09:59:55 main:581] : INFO : Epoch 1545 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 1940.05 ms
[2021-03-19 09:59:57 main:581] : INFO : Epoch 1546 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 1872.53 ms
[2021-03-19 09:59:59 main:581] : INFO : Epoch 1547 | loss: 0.0311579 | val_loss: 0.0311642 | Time: 1936.8 ms
[2021-03-19 10:00:01 main:581] : INFO : Epoch 1548 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 1922.68 ms
[2021-03-19 10:00:03 main:581] : INFO : Epoch 1549 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 1972.89 ms
[2021-03-19 10:00:05 main:581] : INFO : Epoch 1550 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1989.7 ms
[2021-03-19 10:00:07 main:581] : INFO : Epoch 1551 | loss: 0.0311574 | val_loss: 0.0311657 | Time: 1931.25 ms
[2021-03-19 10:00:08 main:581] : INFO : Epoch 1552 | loss: 0.0311579 | val_loss: 0.031166 | Time: 1928.69 ms
[2021-03-19 10:00:10 main:581] : INFO : Epoch 1553 | loss: 0.0311576 | val_loss: 0.031166 | Time: 1963.11 ms
[2021-03-19 10:00:12 main:581] : INFO : Epoch 1554 | loss: 0.031157 | val_loss: 0.0311649 | Time: 2013.55 ms
[2021-03-19 10:00:14 main:581] : INFO : Epoch 1555 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 1962.12 ms
[2021-03-19 10:00:16 main:581] : INFO : Epoch 1556 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 1997.96 ms
[2021-03-19 10:00:18 main:581] : INFO : Epoch 1557 | loss: 0.031159 | val_loss: 0.0311664 | Time: 1992.48 ms
[2021-03-19 10:00:20 main:581] : INFO : Epoch 1558 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 1976.21 ms
[2021-03-19 10:00:22 main:581] : INFO : Epoch 1559 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 2004.95 ms
[2021-03-19 10:00:24 main:581] : INFO : Epoch 1560 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 1954.67 ms
[2021-03-19 10:00:26 main:581] : INFO : Epoch 1561 | loss: 0.0311616 | val_loss: 0.0311679 | Time: 1979.49 ms
[2021-03-19 10:00:28 main:581] : INFO : Epoch 1562 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 1988.37 ms
[2021-03-19 10:00:30 main:581] : INFO : Epoch 1563 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 1970.97 ms
[2021-03-19 10:00:32 main:581] : INFO : Epoch 1564 | loss: 0.0311643 | val_loss: 0.0311663 | Time: 1856.23 ms
[2021-03-19 10:00:34 main:581] : INFO : Epoch 1565 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 1870.91 ms
[2021-03-19 10:00:36 main:581] : INFO : Epoch 1566 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 2046.83 ms
[2021-03-19 10:00:38 main:581] : INFO : Epoch 1567 | loss: 0.031162 | val_loss: 0.0311666 | Time: 1956.21 ms
[2021-03-19 10:00:40 main:581] : INFO : Epoch 1568 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 1992.64 ms
[2021-03-19 10:00:42 main:581] : INFO : Epoch 1569 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 2073.87 ms
[2021-03-19 10:00:44 main:581] : INFO : Epoch 1570 | loss: 0.0311586 | val_loss: 0.031166 | Time: 1927.02 ms
[2021-03-19 10:00:46 main:581] : INFO : Epoch 1571 | loss: 0.0311588 | val_loss: 0.0311664 | Time: 1969.39 ms
[2021-03-19 10:00:48 main:581] : INFO : Epoch 1572 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 1946.16 ms
[2021-03-19 10:00:50 main:581] : INFO : Epoch 1573 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 2095.74 ms
[2021-03-19 10:00:52 main:581] : INFO : Epoch 1574 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 2043.32 ms
[2021-03-19 10:00:54 main:581] : INFO : Epoch 1575 | loss: 0.0311625 | val_loss: 0.031167 | Time: 1867.23 ms
[2021-03-19 10:00:56 main:581] : INFO : Epoch 1576 | loss: 0.0311609 | val_loss: 0.031167 | Time: 1904.79 ms
[2021-03-19 10:00:58 main:581] : INFO : Epoch 1577 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 1957.43 ms
[2021-03-19 10:01:00 main:581] : INFO : Epoch 1578 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 1911.12 ms
[2021-03-19 10:01:02 main:581] : INFO : Epoch 1579 | loss: 0.0311618 | val_loss: 0.0311658 | Time: 1963.02 ms
[2021-03-19 10:01:04 main:581] : INFO : Epoch 1580 | loss: 0.0311619 | val_loss: 0.0311661 | Time: 1904.32 ms
[2021-03-19 10:01:05 main:581] : INFO : Epoch 1581 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 1852.96 ms
[2021-03-19 10:01:07 main:581] : INFO : Epoch 1582 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 1933.82 ms
[2021-03-19 10:01:09 main:581] : INFO : Epoch 1583 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 1918.94 ms
[2021-03-19 10:01:11 main:581] : INFO : Epoch 1584 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 1900.44 ms
[2021-03-19 10:01:13 main:581] : INFO : Epoch 1585 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 1895.97 ms
[2021-03-19 10:01:15 main:581] : INFO : Epoch 1586 | loss: 0.0311604 | val_loss: 0.0311672 | Time: 1906.92 ms
[2021-03-19 10:01:17 main:581] : INFO : Epoch 1587 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 1903.44 ms
[2021-03-19 10:01:19 main:581] : INFO : Epoch 1588 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 1954.47 ms
[2021-03-19 10:01:21 main:581] : INFO : Epoch 1589 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1985.03 ms
[2021-03-19 10:01:23 main:581] : INFO : Epoch 1590 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 1939.14 ms
[2021-03-19 10:01:25 main:581] : INFO : Epoch 1591 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1845.26 ms
[2021-03-19 10:01:27 main:581] : INFO : Epoch 1592 | loss: 0.031159 | val_loss: 0.0311673 | Time: 1981.8 ms
[2021-03-19 10:01:29 main:581] : INFO : Epoch 1593 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 1924.47 ms
[2021-03-19 10:01:30 main:581] : INFO : Epoch 1594 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 1909.25 ms
[2021-03-19 10:01:32 main:581] : INFO : Epoch 1595 | loss: 0.0311602 | val_loss: 0.0311674 | Time: 1907.11 ms
[2021-03-19 10:01:34 main:581] : INFO : Epoch 1596 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1972.84 ms
[2021-03-19 10:01:36 main:581] : INFO : Epoch 1597 | loss: 0.0311591 | val_loss: 0.0311678 | Time: 1947.68 ms
[2021-03-19 10:01:38 main:581] : INFO : Epoch 1598 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 1982.06 ms
[2021-03-19 10:01:40 main:581] : INFO : Epoch 1599 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 1988.21 ms
[2021-03-19 10:01:42 main:581] : INFO : Epoch 1600 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 2005.89 ms
[2021-03-19 10:01:44 main:581] : INFO : Epoch 1601 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 1949.95 ms
[2021-03-19 10:01:46 main:581] : INFO : Epoch 1602 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 2001.44 ms
[2021-03-19 10:01:48 main:581] : INFO : Epoch 1603 | loss: 0.0311568 | val_loss: 0.031168 | Time: 2002.98 ms
[2021-03-19 10:01:50 main:581] : INFO : Epoch 1604 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 1927.05 ms
[2021-03-19 10:01:52 main:581] : INFO : Epoch 1605 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 1858.61 ms
[2021-03-19 10:01:54 main:581] : INFO : Epoch 1606 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 1887.4 ms
[2021-03-19 10:01:56 main:581] : INFO : Epoch 1607 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 1939.31 ms
[2021-03-19 10:01:58 main:581] : INFO : Epoch 1608 | loss: 0.0311621 | val_loss: 0.0311752 | Time: 1946.34 ms
[2021-03-19 10:02:00 main:581] : INFO : Epoch 1609 | loss: 0.0311626 | val_loss: 0.031169 | Time: 1885.32 ms
[2021-03-19 10:02:02 main:581] : INFO : Epoch 1610 | loss: 0.031161 | val_loss: 0.0311678 | Time: 1923.94 ms
[2021-03-19 10:02:04 main:581] : INFO : Epoch 1611 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 1961.66 ms
[2021-03-19 10:02:05 main:581] : INFO : Epoch 1612 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 1969.73 ms
[2021-03-19 10:02:07 main:581] : INFO : Epoch 1613 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 1978.38 ms
[2021-03-19 10:02:09 main:581] : INFO : Epoch 1614 | loss: 0.031159 | val_loss: 0.0311671 | Time: 1959.6 ms
[2021-03-19 10:02:11 main:581] : INFO : Epoch 1615 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 1948.92 ms
[2021-03-19 10:02:13 main:581] : INFO : Epoch 1616 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 1921.59 ms
[2021-03-19 10:02:15 main:581] : INFO : Epoch 1617 | loss: 0.031158 | val_loss: 0.0311685 | Time: 1951.97 ms
[2021-03-19 10:02:17 main:581] : INFO : Epoch 1618 | loss: 0.0311583 | val_loss: 0.031167 | Time: 2011.94 ms
[2021-03-19 10:02:19 main:581] : INFO : Epoch 1619 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 1991 ms
[2021-03-19 10:02:21 main:581] : INFO : Epoch 1620 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 1921.21 ms
[2021-03-19 10:02:23 main:581] : INFO : Epoch 1621 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 1947.14 ms
[2021-03-19 10:02:25 main:581] : INFO : Epoch 1622 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 1988.14 ms
[2021-03-19 10:02:27 main:581] : INFO : Epoch 1623 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 1988.11 ms
[2021-03-19 10:02:29 main:581] : INFO : Epoch 1624 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 1967.17 ms
[2021-03-19 10:02:31 main:581] : INFO : Epoch 1625 | loss: 0.0311616 | val_loss: 0.0311704 | Time: 1972.81 ms
[2021-03-19 10:02:33 main:581] : INFO : Epoch 1626 | loss: 0.0311613 | val_loss: 0.031167 | Time: 1985.36 ms
[2021-03-19 10:02:35 main:581] : INFO : Epoch 1627 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 1971.91 ms
[2021-03-19 10:02:37 main:581] : INFO : Epoch 1628 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 1965.68 ms
[2021-03-19 10:02:39 main:581] : INFO : Epoch 1629 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 1956.13 ms
[2021-03-19 10:02:41 main:581] : INFO : Epoch 1630 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 1983.29 ms
[2021-03-19 10:02:43 main:581] : INFO : Epoch 1631 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 1990.98 ms
[2021-03-19 10:02:45 main:581] : INFO : Epoch 1632 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 1973.92 ms
[2021-03-19 10:02:47 main:581] : INFO : Epoch 1633 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 1989.55 ms
[2021-03-19 10:02:49 main:581] : INFO : Epoch 1634 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 1948.69 ms
[2021-03-19 10:02:51 main:581] : INFO : Epoch 1635 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 1962.45 ms
[2021-03-19 10:02:53 main:581] : INFO : Epoch 1636 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 1938.55 ms
[2021-03-19 10:02:55 main:581] : INFO : Epoch 1637 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 1943.37 ms
[2021-03-19 10:02:57 main:581] : INFO : Epoch 1638 | loss: 0.031161 | val_loss: 0.0311687 | Time: 1941.97 ms
[2021-03-19 10:02:59 main:581] : INFO : Epoch 1639 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1968.98 ms
[2021-03-19 10:03:01 main:581] : INFO : Epoch 1640 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 1988.04 ms
[2021-03-19 10:03:03 main:581] : INFO : Epoch 1641 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 2001.08 ms
[2021-03-19 10:03:05 main:581] : INFO : Epoch 1642 | loss: 0.0311674 | val_loss: 0.0311701 | Time: 1975.4 ms
[2021-03-19 10:03:06 main:581] : INFO : Epoch 1643 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 1973.81 ms
[2021-03-19 10:03:08 main:581] : INFO : Epoch 1644 | loss: 0.031167 | val_loss: 0.0311669 | Time: 1991.39 ms
[2021-03-19 10:03:10 main:581] : INFO : Epoch 1645 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1983.55 ms
[2021-03-19 10:03:12 main:581] : INFO : Epoch 1646 | loss: 0.031164 | val_loss: 0.0311675 | Time: 1931.25 ms
[2021-03-19 10:03:14 main:581] : INFO : Epoch 1647 | loss: 0.0311623 | val_loss: 0.0311663 | Time: 1980.27 ms
[2021-03-19 10:03:16 main:581] : INFO : Epoch 1648 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 1995.69 ms
[2021-03-19 10:03:18 main:581] : INFO : Epoch 1649 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 1979.67 ms
[2021-03-19 10:03:20 main:581] : INFO : Epoch 1650 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 1986.58 ms
[2021-03-19 10:03:22 main:581] : INFO : Epoch 1651 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 2083.93 ms
[2021-03-19 10:03:25 main:581] : INFO : Epoch 1652 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 2092.98 ms
[2021-03-19 10:03:26 main:581] : INFO : Epoch 1653 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 1966.98 ms
[2021-03-19 10:03:29 main:581] : INFO : Epoch 1654 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 2017.51 ms
[2021-03-19 10:03:31 main:581] : INFO : Epoch 1655 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 2029.02 ms
[2021-03-19 10:03:33 main:581] : INFO : Epoch 1656 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 2024.16 ms
[2021-03-19 10:03:35 main:581] : INFO : Epoch 1657 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 2016.93 ms
[2021-03-19 10:03:37 main:581] : INFO : Epoch 1658 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 2131.44 ms
[2021-03-19 10:03:39 main:581] : INFO : Epoch 1659 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1952.11 ms
[2021-03-19 10:03:41 main:581] : INFO : Epoch 1660 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1964.15 ms
[2021-03-19 10:03:42 main:581] : INFO : Epoch 1661 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 1853.5 ms
[2021-03-19 10:03:44 main:581] : INFO : Epoch 1662 | loss: 0.031161 | val_loss: 0.0311695 | Time: 1936.6 ms
[2021-03-19 10:03:46 main:581] : INFO : Epoch 1663 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 1923.83 ms
[2021-03-19 10:03:48 main:581] : INFO : Epoch 1664 | loss: 0.0311606 | val_loss: 0.0311696 | Time: 1966 ms
[2021-03-19 10:03:50 main:581] : INFO : Epoch 1665 | loss: 0.0311604 | val_loss: 0.0311674 | Time: 1938.14 ms
[2021-03-19 10:03:52 main:581] : INFO : Epoch 1666 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 1934.46 ms
[2021-03-19 10:03:54 main:581] : INFO : Epoch 1667 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 1989.97 ms
[2021-03-19 10:03:56 main:581] : INFO : Epoch 1668 | loss: 0.0311596 | val_loss: 0.0311681 | Time: 1999.26 ms
[2021-03-19 10:03:58 main:581] : INFO : Epoch 1669 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 1978.67 ms
[2021-03-19 10:04:00 main:581] : INFO : Epoch 1670 | loss: 0.0311591 | val_loss: 0.0311683 | Time: 1972.99 ms
[2021-03-19 10:04:02 main:581] : INFO : Epoch 1671 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 1997.36 ms
[2021-03-19 10:04:04 main:581] : INFO : Epoch 1672 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 1971.14 ms
[2021-03-19 10:04:06 main:581] : INFO : Epoch 1673 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2012.35 ms
[2021-03-19 10:04:08 main:581] : INFO : Epoch 1674 | loss: 0.031159 | val_loss: 0.0311661 | Time: 2016 ms
[2021-03-19 10:04:10 main:581] : INFO : Epoch 1675 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1919.38 ms
[2021-03-19 10:04:12 main:581] : INFO : Epoch 1676 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 1893.17 ms
[2021-03-19 10:04:14 main:581] : INFO : Epoch 1677 | loss: 0.03116 | val_loss: 0.0311718 | Time: 1981.28 ms
[2021-03-19 10:04:16 main:581] : INFO : Epoch 1678 | loss: 0.031159 | val_loss: 0.031165 | Time: 1831.34 ms
[2021-03-19 10:04:18 main:581] : INFO : Epoch 1679 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 2007.39 ms
[2021-03-19 10:04:20 main:581] : INFO : Epoch 1680 | loss: 0.0311587 | val_loss: 0.031169 | Time: 1952.78 ms
[2021-03-19 10:04:22 main:581] : INFO : Epoch 1681 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1885.94 ms
[2021-03-19 10:04:23 main:581] : INFO : Epoch 1682 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 1892.51 ms
[2021-03-19 10:04:25 main:581] : INFO : Epoch 1683 | loss: 0.0311571 | val_loss: 0.0311695 | Time: 1879.92 ms
[2021-03-19 10:04:27 main:581] : INFO : Epoch 1684 | loss: 0.031158 | val_loss: 0.0311694 | Time: 1972.42 ms
[2021-03-19 10:04:29 main:581] : INFO : Epoch 1685 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 1871.6 ms
[2021-03-19 10:04:31 main:581] : INFO : Epoch 1686 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 2002.26 ms
[2021-03-19 10:04:33 main:581] : INFO : Epoch 1687 | loss: 0.0311575 | val_loss: 0.031168 | Time: 1981.74 ms
[2021-03-19 10:04:35 main:581] : INFO : Epoch 1688 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 1989.02 ms
[2021-03-19 10:04:37 main:581] : INFO : Epoch 1689 | loss: 0.0311656 | val_loss: 0.0311694 | Time: 1974.32 ms
[2021-03-19 10:04:39 main:581] : INFO : Epoch 1690 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1953.51 ms
[2021-03-19 10:04:41 main:581] : INFO : Epoch 1691 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 1995.64 ms
[2021-03-19 10:04:43 main:581] : INFO : Epoch 1692 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 1980.92 ms
[2021-03-19 10:04:45 main:581] : INFO : Epoch 1693 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 1998.9 ms
[2021-03-19 10:04:47 main:581] : INFO : Epoch 1694 | loss: 0.0311658 | val_loss: 0.0311697 | Time: 2019.22 ms
[2021-03-19 10:04:49 main:581] : INFO : Epoch 1695 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1965.36 ms
[2021-03-19 10:04:51 main:581] : INFO : Epoch 1696 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 1995.57 ms
[2021-03-19 10:04:53 main:581] : INFO : Epoch 1697 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 2001.58 ms
[2021-03-19 10:04:55 main:581] : INFO : Epoch 1698 | loss: 0.0311629 | val_loss: 0.0311689 | Time: 1976.78 ms
[2021-03-19 10:04:57 main:581] : INFO : Epoch 1699 | loss: 0.0311643 | val_loss: 0.0311713 | Time: 1994.59 ms
[2021-03-19 10:04:59 main:581] : INFO : Epoch 1700 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 1935.22 ms
[2021-03-19 10:05:01 main:581] : INFO : Epoch 1701 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 1955.77 ms
[2021-03-19 10:05:03 main:581] : INFO : Epoch 1702 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 1975.58 ms
[2021-03-19 10:05:05 main:581] : INFO : Epoch 1703 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 1983.15 ms
[2021-03-19 10:05:07 main:581] : INFO : Epoch 1704 | loss: 0.0311616 | val_loss: 0.0311704 | Time: 1939.62 ms
[2021-03-19 10:05:09 main:581] : INFO : Epoch 1705 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 1956.17 ms
[2021-03-19 10:05:11 main:581] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 1942.35 ms
[2021-03-19 10:05:13 main:581] : INFO : Epoch 1707 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 1983.21 ms
[2021-03-19 10:05:15 main:581] : INFO : Epoch 1708 | loss: 0.0311618 | val_loss: 0.0311665 | Time: 2005.35 ms
[2021-03-19 10:05:17 main:581] : INFO : Epoch 1709 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 1966.22 ms
[2021-03-19 10:05:19 main:581] : INFO : Epoch 1710 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 1955.11 ms
[2021-03-19 10:05:21 main:581] : INFO : Epoch 1711 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 2028.82 ms
[2021-03-19 10:05:23 main:581] : INFO : Epoch 1712 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 1989.53 ms
[2021-03-19 10:05:25 main:581] : INFO : Epoch 1713 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 1925.48 ms
[2021-03-19 10:05:27 main:581] : INFO : Epoch 1714 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 1965.6 ms
[2021-03-19 10:05:29 main:581] : INFO : Epoch 1715 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 1982.29 ms
[2021-03-19 10:05:30 main:581] : INFO : Epoch 1716 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 1969.89 ms
[2021-03-19 10:05:32 main:581] : INFO : Epoch 1717 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 1986.78 ms
[2021-03-19 10:05:34 main:581] : INFO : Epoch 1718 | loss: 0.0311612 | val_loss: 0.031168 | Time: 1979.12 ms
[2021-03-19 10:05:36 main:581] : INFO : Epoch 1719 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 1949.66 ms
[2021-03-19 10:05:38 main:581] : INFO : Epoch 1720 | loss: 0.031161 | val_loss: 0.03117 | Time: 1865.17 ms
[2021-03-19 10:05:40 main:581] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 1828.98 ms
[2021-03-19 10:05:42 main:581] : INFO : Epoch 1722 | loss: 0.0311602 | val_loss: 0.0311657 | Time: 1933.5 ms
[2021-03-19 10:05:44 main:581] : INFO : Epoch 1723 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 2012.52 ms
[2021-03-19 10:05:46 main:581] : INFO : Epoch 1724 | loss: 0.0311609 | val_loss: 0.0311667 | Time: 1974.62 ms
[2021-03-19 10:05:48 main:581] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311672 | Time: 1976.32 ms
[2021-03-19 10:05:50 main:581] : INFO : Epoch 1726 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 1971.49 ms
[2021-03-19 10:05:52 main:581] : INFO : Epoch 1727 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 1984.76 ms
[2021-03-19 10:05:54 main:581] : INFO : Epoch 1728 | loss: 0.0311587 | val_loss: 0.031166 | Time: 1961.94 ms
[2021-03-19 10:05:56 main:581] : INFO : Epoch 1729 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 1953.35 ms
[2021-03-19 10:05:58 main:581] : INFO : Epoch 1730 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 1982.12 ms
[2021-03-19 10:06:00 main:581] : INFO : Epoch 1731 | loss: 0.0311618 | val_loss: 0.031168 | Time: 1981.75 ms
[2021-03-19 10:06:02 main:581] : INFO : Epoch 1732 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 1935.11 ms
[2021-03-19 10:06:04 main:581] : INFO : Epoch 1733 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 1954.37 ms
[2021-03-19 10:06:06 main:581] : INFO : Epoch 1734 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 1916.11 ms
[2021-03-19 10:06:08 main:581] : INFO : Epoch 1735 | loss: 0.0311611 | val_loss: 0.031168 | Time: 1979.74 ms
[2021-03-19 10:06:10 main:581] : INFO : Epoch 1736 | loss: 0.0311613 | val_loss: 0.0311686 | Time: 2172.98 ms
[2021-03-19 10:06:12 main:581] : INFO : Epoch 1737 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 2202.08 ms
[2021-03-19 10:06:14 main:581] : INFO : Epoch 1738 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1997.17 ms
[2021-03-19 10:06:16 main:581] : INFO : Epoch 1739 | loss: 0.0311615 | val_loss: 0.0311703 | Time: 2032.92 ms
[2021-03-19 10:06:18 main:581] : INFO : Epoch 1740 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 1971.41 ms
[2021-03-19 10:06:20 main:581] : INFO : Epoch 1741 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 1990.77 ms
[2021-03-19 10:06:22 main:581] : INFO : Epoch 1742 | loss: 0.0311607 | val_loss: 0.031166 | Time: 1955.45 ms
[2021-03-19 10:06:24 main:581] : INFO : Epoch 1743 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 2143.43 ms
[2021-03-19 10:06:26 main:581] : INFO : Epoch 1744 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 1971.1 ms
[2021-03-19 10:06:28 main:581] : INFO : Epoch 1745 | loss: 0.03116 | val_loss: 0.0311652 | Time: 1936.08 ms
[2021-03-19 10:06:30 main:581] : INFO : Epoch 1746 | loss: 0.0311593 | val_loss: 0.031165 | Time: 1916.19 ms
[2021-03-19 10:06:32 main:581] : INFO : Epoch 1747 | loss: 0.0311586 | val_loss: 0.0311645 | Time: 1863.61 ms
[2021-03-19 10:06:34 main:581] : INFO : Epoch 1748 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 1947.74 ms
[2021-03-19 10:06:36 main:581] : INFO : Epoch 1749 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 2013.98 ms
[2021-03-19 10:06:38 main:581] : INFO : Epoch 1750 | loss: 0.0311605 | val_loss: 0.031166 | Time: 1955.58 ms
[2021-03-19 10:06:40 main:581] : INFO : Epoch 1751 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1991.89 ms
[2021-03-19 10:06:42 main:581] : INFO : Epoch 1752 | loss: 0.0311585 | val_loss: 0.031164 | Time: 1925.03 ms
[2021-03-19 10:06:44 main:581] : INFO : Epoch 1753 | loss: 0.0311585 | val_loss: 0.031165 | Time: 1905.13 ms
[2021-03-19 10:06:45 main:581] : INFO : Epoch 1754 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 1968.6 ms
[2021-03-19 10:06:47 main:581] : INFO : Epoch 1755 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 1866.64 ms
[2021-03-19 10:06:49 main:581] : INFO : Epoch 1756 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 1955.04 ms
[2021-03-19 10:06:51 main:581] : INFO : Epoch 1757 | loss: 0.0311584 | val_loss: 0.031167 | Time: 1959.97 ms
[2021-03-19 10:06:53 main:581] : INFO : Epoch 1758 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 1997.37 ms
[2021-03-19 10:06:55 main:581] : INFO : Epoch 1759 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 1900.58 ms
[2021-03-19 10:06:57 main:581] : INFO : Epoch 1760 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 1976.89 ms
[2021-03-19 10:06:59 main:581] : INFO : Epoch 1761 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 1982.94 ms
[2021-03-19 10:07:01 main:581] : INFO : Epoch 1762 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 2008.17 ms
[2021-03-19 10:07:03 main:581] : INFO : Epoch 1763 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 1951.18 ms
[2021-03-19 10:07:05 main:581] : INFO : Epoch 1764 | loss: 0.0311581 | val_loss: 0.0311674 | Time: 1982.72 ms
[2021-03-19 10:07:07 main:581] : INFO : Epoch 1765 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 2010.15 ms
[2021-03-19 10:07:09 main:581] : INFO : Epoch 1766 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 2022.84 ms
[2021-03-19 10:07:11 main:581] : INFO : Epoch 1767 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 1933.64 ms
[2021-03-19 10:07:13 main:581] : INFO : Epoch 1768 | loss: 0.0311587 | val_loss: 0.0311669 | Time: 1901.67 ms
[2021-03-19 10:07:15 main:581] : INFO : Epoch 1769 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 1881.35 ms
[2021-03-19 10:07:17 main:581] : INFO : Epoch 1770 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 1845.02 ms
[2021-03-19 10:07:19 main:581] : INFO : Epoch 1771 | loss: 0.0311587 | val_loss: 0.0311658 | Time: 1961.52 ms
[2021-03-19 10:07:21 main:581] : INFO : Epoch 1772 | loss: 0.0311575 | val_loss: 0.0311645 | Time: 1972.07 ms
[2021-03-19 10:07:23 main:581] : INFO : Epoch 1773 | loss: 0.0311577 | val_loss: 0.0311688 | Time: 1943.8 ms
[2021-03-19 10:07:24 main:581] : INFO : Epoch 1774 | loss: 0.0311606 | val_loss: 0.031172 | Time: 1915.58 ms
[2021-03-19 10:07:26 main:581] : INFO : Epoch 1775 | loss: 0.0311604 | val_loss: 0.0311665 | Time: 1952.25 ms
[2021-03-19 10:07:28 main:581] : INFO : Epoch 1776 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 1859.12 ms
[2021-03-19 10:07:30 main:581] : INFO : Epoch 1777 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 1956.83 ms
[2021-03-19 10:07:32 main:581] : INFO : Epoch 1778 | loss: 0.0311599 | val_loss: 0.0311659 | Time: 1991.48 ms
[2021-03-19 10:07:34 main:581] : INFO : Epoch 1779 | loss: 0.0311599 | val_loss: 0.031165 | Time: 2006.9 ms
[2021-03-19 10:07:36 main:581] : INFO : Epoch 1780 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 1982.76 ms
[2021-03-19 10:07:38 main:581] : INFO : Epoch 1781 | loss: 0.0311586 | val_loss: 0.031165 | Time: 1986.57 ms
[2021-03-19 10:07:40 main:581] : INFO : Epoch 1782 | loss: 0.0311576 | val_loss: 0.0311659 | Time: 1970.55 ms
[2021-03-19 10:07:42 main:581] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 1985.39 ms
[2021-03-19 10:07:44 main:581] : INFO : Epoch 1784 | loss: 0.0311578 | val_loss: 0.0311673 | Time: 1959.17 ms
[2021-03-19 10:07:46 main:581] : INFO : Epoch 1785 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 1870.54 ms
[2021-03-19 10:07:48 main:581] : INFO : Epoch 1786 | loss: 0.031158 | val_loss: 0.031167 | Time: 2002 ms
[2021-03-19 10:07:50 main:581] : INFO : Epoch 1787 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 1903.94 ms
[2021-03-19 10:07:52 main:581] : INFO : Epoch 1788 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 1942.21 ms
[2021-03-19 10:07:54 main:581] : INFO : Epoch 1789 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 1935.26 ms
[2021-03-19 10:07:56 main:581] : INFO : Epoch 1790 | loss: 0.0311662 | val_loss: 0.0311744 | Time: 2013.68 ms
[2021-03-19 10:07:58 main:581] : INFO : Epoch 1791 | loss: 0.0311634 | val_loss: 0.0311671 | Time: 1915.63 ms
[2021-03-19 10:08:00 main:581] : INFO : Epoch 1792 | loss: 0.0311617 | val_loss: 0.0311643 | Time: 2000.16 ms
[2021-03-19 10:08:02 main:581] : INFO : Epoch 1793 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 1968.13 ms
[2021-03-19 10:08:04 main:581] : INFO : Epoch 1794 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 1970.4 ms
[2021-03-19 10:08:06 main:581] : INFO : Epoch 1795 | loss: 0.0311595 | val_loss: 0.031166 | Time: 1986.59 ms
[2021-03-19 10:08:08 main:581] : INFO : Epoch 1796 | loss: 0.0311588 | val_loss: 0.0311647 | Time: 2005.73 ms
[2021-03-19 10:08:10 main:581] : INFO : Epoch 1797 | loss: 0.031158 | val_loss: 0.0311647 | Time: 1975.37 ms
[2021-03-19 10:08:12 main:581] : INFO : Epoch 1798 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 1991.04 ms
[2021-03-19 10:08:14 main:581] : INFO : Epoch 1799 | loss: 0.0311593 | val_loss: 0.0311664 | Time: 1944.61 ms
[2021-03-19 10:08:15 main:581] : INFO : Epoch 1800 | loss: 0.0311591 | val_loss: 0.031168 | Time: 1911.47 ms
[2021-03-19 10:08:17 main:581] : INFO : Epoch 1801 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1930.57 ms
[2021-03-19 10:08:19 main:581] : INFO : Epoch 1802 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 1967.7 ms
[2021-03-19 10:08:21 main:581] : INFO : Epoch 1803 | loss: 0.0311593 | val_loss: 0.0311649 | Time: 1965.14 ms
[2021-03-19 10:08:23 main:581] : INFO : Epoch 1804 | loss: 0.0311592 | val_loss: 0.0311646 | Time: 1993.28 ms
[2021-03-19 10:08:25 main:581] : INFO : Epoch 1805 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 1927.37 ms
[2021-03-19 10:08:27 main:581] : INFO : Epoch 1806 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 1958.3 ms
[2021-03-19 10:08:29 main:581] : INFO : Epoch 1807 | loss: 0.0311609 | val_loss: 0.0311647 | Time: 1984.49 ms
[2021-03-19 10:08:31 main:581] : INFO : Epoch 1808 | loss: 0.031159 | val_loss: 0.0311644 | Time: 1933.07 ms
[2021-03-19 10:08:33 main:581] : INFO : Epoch 1809 | loss: 0.0311576 | val_loss: 0.0311634 | Time: 1974.49 ms
[2021-03-19 10:08:35 main:581] : INFO : Epoch 1810 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 1927.67 ms
[2021-03-19 10:08:37 main:581] : INFO : Epoch 1811 | loss: 0.0311593 | val_loss: 0.0311633 | Time: 1953.7 ms
[2021-03-19 10:08:39 main:581] : INFO : Epoch 1812 | loss: 0.0311585 | val_loss: 0.0311643 | Time: 1954.55 ms
[2021-03-19 10:08:41 main:581] : INFO : Epoch 1813 | loss: 0.0311587 | val_loss: 0.031165 | Time: 1914.72 ms
[2021-03-19 10:08:43 main:581] : INFO : Epoch 1814 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 1921.62 ms
[2021-03-19 10:08:45 main:581] : INFO : Epoch 1815 | loss: 0.0311578 | val_loss: 0.0311647 | Time: 1976.39 ms
[2021-03-19 10:08:47 main:581] : INFO : Epoch 1816 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 1919.18 ms
[2021-03-19 10:08:49 main:581] : INFO : Epoch 1817 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 1942.98 ms
[2021-03-19 10:08:51 main:581] : INFO : Epoch 1818 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 1979.86 ms
[2021-03-19 10:08:53 main:581] : INFO : Epoch 1819 | loss: 0.031159 | val_loss: 0.0311647 | Time: 1947.49 ms
[2021-03-19 10:08:54 main:581] : INFO : Epoch 1820 | loss: 0.0311572 | val_loss: 0.0311634 | Time: 1915.56 ms
[2021-03-19 10:08:56 main:581] : INFO : Epoch 1821 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 2002.77 ms
[2021-03-19 10:08:58 main:581] : INFO : Epoch 1822 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 1948.56 ms
[2021-03-19 10:09:00 main:581] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311663 | Time: 1900.76 ms
[2021-03-19 10:09:02 main:581] : INFO : Epoch 1824 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 1984.46 ms
[2021-03-19 10:09:04 main:581] : INFO : Epoch 1825 | loss: 0.0311591 | val_loss: 0.031168 | Time: 1942.72 ms
[2021-03-19 10:09:06 main:581] : INFO : Epoch 1826 | loss: 0.0311669 | val_loss: 0.0311756 | Time: 1839.08 ms
[2021-03-19 10:09:08 main:581] : INFO : Epoch 1827 | loss: 0.0311763 | val_loss: 0.031177 | Time: 1916.42 ms
[2021-03-19 10:09:10 main:581] : INFO : Epoch 1828 | loss: 0.0311735 | val_loss: 0.031175 | Time: 1968.42 ms
[2021-03-19 10:09:12 main:581] : INFO : Epoch 1829 | loss: 0.0311714 | val_loss: 0.03117 | Time: 2256.15 ms
[2021-03-19 10:09:14 main:581] : INFO : Epoch 1830 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 2112.88 ms
[2021-03-19 10:09:16 main:581] : INFO : Epoch 1831 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2028.43 ms
[2021-03-19 10:09:18 main:581] : INFO : Epoch 1832 | loss: 0.0311679 | val_loss: 0.031171 | Time: 2009.31 ms
[2021-03-19 10:09:20 main:581] : INFO : Epoch 1833 | loss: 0.0311667 | val_loss: 0.0311688 | Time: 1973.06 ms
[2021-03-19 10:09:22 main:581] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 1968.63 ms
[2021-03-19 10:09:24 main:581] : INFO : Epoch 1835 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 1875.91 ms
[2021-03-19 10:09:26 main:581] : INFO : Epoch 1836 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 1997.51 ms
[2021-03-19 10:09:28 main:581] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 2013.21 ms
[2021-03-19 10:09:30 main:581] : INFO : Epoch 1838 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 2017.13 ms
[2021-03-19 10:09:32 main:581] : INFO : Epoch 1839 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 2025.26 ms
[2021-03-19 10:09:34 main:581] : INFO : Epoch 1840 | loss: 0.0311642 | val_loss: 0.031168 | Time: 2001.05 ms
[2021-03-19 10:09:36 main:581] : INFO : Epoch 1841 | loss: 0.0311646 | val_loss: 0.0311666 | Time: 2019.75 ms
[2021-03-19 10:09:38 main:581] : INFO : Epoch 1842 | loss: 0.031164 | val_loss: 0.0311655 | Time: 1930.91 ms
[2021-03-19 10:09:40 main:581] : INFO : Epoch 1843 | loss: 0.0311633 | val_loss: 0.0311662 | Time: 1995.13 ms
[2021-03-19 10:09:42 main:581] : INFO : Epoch 1844 | loss: 0.0311638 | val_loss: 0.031166 | Time: 1999.86 ms
[2021-03-19 10:09:44 main:581] : INFO : Epoch 1845 | loss: 0.0311672 | val_loss: 0.0311712 | Time: 2007.56 ms
[2021-03-19 10:09:46 main:581] : INFO : Epoch 1846 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 1915.11 ms
[2021-03-19 10:09:48 main:581] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 2031.58 ms
[2021-03-19 10:09:50 main:581] : INFO : Epoch 1848 | loss: 0.0311642 | val_loss: 0.031166 | Time: 1988.23 ms
[2021-03-19 10:09:52 main:581] : INFO : Epoch 1849 | loss: 0.0311638 | val_loss: 0.0311655 | Time: 2017.93 ms
[2021-03-19 10:09:54 main:581] : INFO : Epoch 1850 | loss: 0.0311627 | val_loss: 0.031169 | Time: 1971.49 ms
[2021-03-19 10:09:56 main:581] : INFO : Epoch 1851 | loss: 0.0311642 | val_loss: 0.0311651 | Time: 1957.5 ms
[2021-03-19 10:09:58 main:581] : INFO : Epoch 1852 | loss: 0.0311644 | val_loss: 0.0311667 | Time: 1975.9 ms
[2021-03-19 10:10:00 main:581] : INFO : Epoch 1853 | loss: 0.0311648 | val_loss: 0.031164 | Time: 1946 ms
[2021-03-19 10:10:02 main:581] : INFO : Epoch 1854 | loss: 0.0311627 | val_loss: 0.0311636 | Time: 1987.13 ms
[2021-03-19 10:10:04 main:581] : INFO : Epoch 1855 | loss: 0.0311633 | val_loss: 0.0311663 | Time: 2252.52 ms
[2021-03-19 10:10:06 main:581] : INFO : Epoch 1856 | loss: 0.0311656 | val_loss: 0.031169 | Time: 2002.12 ms
[2021-03-19 10:10:08 main:581] : INFO : Epoch 1857 | loss: 0.0311678 | val_loss: 0.0311689 | Time: 1995.46 ms
[2021-03-19 10:10:10 main:581] : INFO : Epoch 1858 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 1969.79 ms
[2021-03-19 10:10:12 main:581] : INFO : Epoch 1859 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 1984.23 ms
[2021-03-19 10:10:14 main:581] : INFO : Epoch 1860 | loss: 0.0311679 | val_loss: 0.0311685 | Time: 1975.8 ms
[2021-03-19 10:10:16 main:581] : INFO : Epoch 1861 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 1981.76 ms
[2021-03-19 10:10:18 main:581] : INFO : Epoch 1862 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 1908.4 ms
[2021-03-19 10:10:20 main:581] : INFO : Epoch 1863 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 1939.42 ms
[2021-03-19 10:10:22 main:581] : INFO : Epoch 1864 | loss: 0.0311641 | val_loss: 0.031168 | Time: 1944.68 ms
[2021-03-19 10:10:24 main:581] : INFO : Epoch 1865 | loss: 0.0311636 | val_loss: 0.0311668 | Time: 1902.54 ms
[2021-03-19 10:10:26 main:581] : INFO : Epoch 1866 | loss: 0.0311631 | val_loss: 0.031167 | Time: 1924.89 ms
[2021-03-19 10:10:28 main:581] : INFO : Epoch 1867 | loss: 0.0311632 | val_loss: 0.0311647 | Time: 2009.56 ms
[2021-03-19 10:10:30 main:581] : INFO : Epoch 1868 | loss: 0.0311626 | val_loss: 0.0311687 | Time: 1921.19 ms
[2021-03-19 10:10:32 main:581] : INFO : Epoch 1869 | loss: 0.0311629 | val_loss: 0.0311652 | Time: 2017.48 ms
[2021-03-19 10:10:34 main:581] : INFO : Epoch 1870 | loss: 0.0311612 | val_loss: 0.0311643 | Time: 2007.03 ms
[2021-03-19 10:10:36 main:581] : INFO : Epoch 1871 | loss: 0.0311623 | val_loss: 0.0311639 | Time: 1927.51 ms
[2021-03-19 10:10:38 main:581] : INFO : Epoch 1872 | loss: 0.0311615 | val_loss: 0.0311649 | Time: 1940.59 ms
[2021-03-19 10:10:40 main:581] : INFO : Epoch 1873 | loss: 0.0311631 | val_loss: 0.0311652 | Time: 2017.25 ms
[2021-03-19 10:10:42 main:581] : INFO : Epoch 1874 | loss: 0.0311636 | val_loss: 0.0311753 | Time: 1959.97 ms
[2021-03-19 10:10:44 main:581] : INFO : Epoch 1875 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 2005.41 ms
[2021-03-19 10:10:46 main:581] : INFO : Epoch 1876 | loss: 0.031164 | val_loss: 0.0311656 | Time: 1963.38 ms
[2021-03-19 10:10:47 main:581] : INFO : Epoch 1877 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 1939.72 ms
[2021-03-19 10:10:49 main:581] : INFO : Epoch 1878 | loss: 0.0311619 | val_loss: 0.0311651 | Time: 1949.49 ms
[2021-03-19 10:10:51 main:581] : INFO : Epoch 1879 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 1928.97 ms
[2021-03-19 10:10:53 main:581] : INFO : Epoch 1880 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 1986.71 ms
[2021-03-19 10:10:55 main:581] : INFO : Epoch 1881 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 1950.95 ms
[2021-03-19 10:10:57 main:581] : INFO : Epoch 1882 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 1926.51 ms
[2021-03-19 10:10:59 main:581] : INFO : Epoch 1883 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 2021.04 ms
[2021-03-19 10:11:01 main:581] : INFO : Epoch 1884 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 1943.13 ms
[2021-03-19 10:11:03 main:581] : INFO : Epoch 1885 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 2046.27 ms
[2021-03-19 10:11:05 main:581] : INFO : Epoch 1886 | loss: 0.0311631 | val_loss: 0.0311649 | Time: 1989.89 ms
[2021-03-19 10:11:07 main:581] : INFO : Epoch 1887 | loss: 0.031163 | val_loss: 0.0311673 | Time: 2011.57 ms
[2021-03-19 10:11:09 main:581] : INFO : Epoch 1888 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 2013.78 ms
[2021-03-19 10:11:11 main:581] : INFO : Epoch 1889 | loss: 0.0311612 | val_loss: 0.0311656 | Time: 1954.78 ms
[2021-03-19 10:11:13 main:581] : INFO : Epoch 1890 | loss: 0.0311617 | val_loss: 0.0311666 | Time: 1969.32 ms
[2021-03-19 10:11:15 main:581] : INFO : Epoch 1891 | loss: 0.0311606 | val_loss: 0.0311655 | Time: 1974.64 ms
[2021-03-19 10:11:17 main:581] : INFO : Epoch 1892 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 2000.68 ms
[2021-03-19 10:11:19 main:581] : INFO : Epoch 1893 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 1943.56 ms
[2021-03-19 10:11:21 main:581] : INFO : Epoch 1894 | loss: 0.0311595 | val_loss: 0.0311649 | Time: 1998.56 ms
[2021-03-19 10:11:23 main:581] : INFO : Epoch 1895 | loss: 0.031159 | val_loss: 0.0311655 | Time: 2014.6 ms
[2021-03-19 10:11:25 main:581] : INFO : Epoch 1896 | loss: 0.0311598 | val_loss: 0.0311652 | Time: 2000.84 ms
[2021-03-19 10:11:27 main:581] : INFO : Epoch 1897 | loss: 0.03116 | val_loss: 0.0311646 | Time: 1990.22 ms
[2021-03-19 10:11:29 main:581] : INFO : Epoch 1898 | loss: 0.0311598 | val_loss: 0.0311649 | Time: 1987.28 ms
[2021-03-19 10:11:31 main:581] : INFO : Epoch 1899 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 1990.8 ms
[2021-03-19 10:11:33 main:581] : INFO : Epoch 1900 | loss: 0.0311598 | val_loss: 0.0311643 | Time: 1995.63 ms
[2021-03-19 10:11:35 main:581] : INFO : Epoch 1901 | loss: 0.0311592 | val_loss: 0.0311641 | Time: 1975.79 ms
[2021-03-19 10:11:37 main:581] : INFO : Epoch 1902 | loss: 0.0311585 | val_loss: 0.0311644 | Time: 2014.57 ms
[2021-03-19 10:11:39 main:581] : INFO : Epoch 1903 | loss: 0.0311597 | val_loss: 0.031165 | Time: 2089.37 ms
[2021-03-19 10:11:41 main:581] : INFO : Epoch 1904 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 1939.24 ms
[2021-03-19 10:11:43 main:581] : INFO : Epoch 1905 | loss: 0.0311605 | val_loss: 0.0311647 | Time: 2011.22 ms
[2021-03-19 10:11:45 main:581] : INFO : Epoch 1906 | loss: 0.0311611 | val_loss: 0.031164 | Time: 1961.47 ms
[2021-03-19 10:11:47 main:581] : INFO : Epoch 1907 | loss: 0.0311586 | val_loss: 0.0311641 | Time: 1919.45 ms
[2021-03-19 10:11:49 main:581] : INFO : Epoch 1908 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1919.03 ms
[2021-03-19 10:11:51 main:581] : INFO : Epoch 1909 | loss: 0.0311579 | val_loss: 0.0311633 | Time: 1935.26 ms
[2021-03-19 10:11:53 main:581] : INFO : Epoch 1910 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 1936.01 ms
[2021-03-19 10:11:55 main:581] : INFO : Epoch 1911 | loss: 0.031158 | val_loss: 0.0311634 | Time: 1925.83 ms
[2021-03-19 10:11:57 main:581] : INFO : Epoch 1912 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 1960.83 ms
[2021-03-19 10:11:59 main:581] : INFO : Epoch 1913 | loss: 0.031158 | val_loss: 0.0311629 | Time: 1958.23 ms
[2021-03-19 10:12:01 main:581] : INFO : Epoch 1914 | loss: 0.0311575 | val_loss: 0.0311634 | Time: 1990.91 ms
[2021-03-19 10:12:03 main:581] : INFO : Epoch 1915 | loss: 0.0311575 | val_loss: 0.0311631 | Time: 1979.5 ms
[2021-03-19 10:12:05 main:581] : INFO : Epoch 1916 | loss: 0.0311578 | val_loss: 0.0311646 | Time: 1959.54 ms
[2021-03-19 10:12:06 main:581] : INFO : Epoch 1917 | loss: 0.0311578 | val_loss: 0.0311644 | Time: 1900.44 ms
[2021-03-19 10:12:08 main:581] : INFO : Epoch 1918 | loss: 0.031157 | val_loss: 0.0311663 | Time: 1941.7 ms
[2021-03-19 10:12:10 main:581] : INFO : Epoch 1919 | loss: 0.0311584 | val_loss: 0.0311647 | Time: 1967.24 ms
[2021-03-19 10:12:12 main:581] : INFO : Epoch 1920 | loss: 0.031159 | val_loss: 0.0311649 | Time: 1956.31 ms
[2021-03-19 10:12:14 main:581] : INFO : Epoch 1921 | loss: 0.031159 | val_loss: 0.0311643 | Time: 1951.6 ms
[2021-03-19 10:12:16 main:581] : INFO : Epoch 1922 | loss: 0.0311582 | val_loss: 0.031166 | Time: 1990.03 ms
[2021-03-19 10:12:18 main:581] : INFO : Epoch 1923 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 1962.9 ms
[2021-03-19 10:12:20 main:581] : INFO : Epoch 1924 | loss: 0.0311579 | val_loss: 0.0311647 | Time: 2009.47 ms
[2021-03-19 10:12:22 main:581] : INFO : Epoch 1925 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 1940.33 ms
[2021-03-19 10:12:24 main:581] : INFO : Epoch 1926 | loss: 0.0311583 | val_loss: 0.0311645 | Time: 1985.17 ms
[2021-03-19 10:12:26 main:581] : INFO : Epoch 1927 | loss: 0.0311579 | val_loss: 0.0311637 | Time: 1980.1 ms
[2021-03-19 10:12:28 main:581] : INFO : Epoch 1928 | loss: 0.0311583 | val_loss: 0.0311636 | Time: 1958.96 ms
[2021-03-19 10:12:30 main:581] : INFO : Epoch 1929 | loss: 0.0311587 | val_loss: 0.0311643 | Time: 1998.19 ms
[2021-03-19 10:12:32 main:581] : INFO : Epoch 1930 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 1988.5 ms
[2021-03-19 10:12:34 main:581] : INFO : Epoch 1931 | loss: 0.0311582 | val_loss: 0.0311641 | Time: 1959.05 ms
[2021-03-19 10:12:36 main:581] : INFO : Epoch 1932 | loss: 0.0311576 | val_loss: 0.0311633 | Time: 2018.36 ms
[2021-03-19 10:12:38 main:581] : INFO : Epoch 1933 | loss: 0.0311576 | val_loss: 0.0311641 | Time: 2007.65 ms
[2021-03-19 10:12:40 main:581] : INFO : Epoch 1934 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1977.19 ms
[2021-03-19 10:12:42 main:581] : INFO : Epoch 1935 | loss: 0.0311565 | val_loss: 0.0311636 | Time: 1967.83 ms
[2021-03-19 10:12:44 main:581] : INFO : Epoch 1936 | loss: 0.0311591 | val_loss: 0.0311644 | Time: 2018.64 ms
[2021-03-19 10:12:46 main:581] : INFO : Epoch 1937 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 1931.24 ms
[2021-03-19 10:12:48 main:581] : INFO : Epoch 1938 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 1987.39 ms
[2021-03-19 10:12:50 main:581] : INFO : Epoch 1939 | loss: 0.031195 | val_loss: 0.0312062 | Time: 2001.05 ms
[2021-03-19 10:12:52 main:581] : INFO : Epoch 1940 | loss: 0.0318425 | val_loss: 0.031325 | Time: 2038.74 ms
[2021-03-19 10:12:54 main:581] : INFO : Epoch 1941 | loss: 0.031944 | val_loss: 0.0314134 | Time: 1979.32 ms
[2021-03-19 10:12:56 main:581] : INFO : Epoch 1942 | loss: 0.031255 | val_loss: 0.0311891 | Time: 1964.97 ms
[2021-03-19 10:12:58 main:581] : INFO : Epoch 1943 | loss: 0.0311786 | val_loss: 0.0311724 | Time: 1955.27 ms
[2021-03-19 10:13:00 main:581] : INFO : Epoch 1944 | loss: 0.03117 | val_loss: 0.0311725 | Time: 1978.82 ms
[2021-03-19 10:13:02 main:581] : INFO : Epoch 1945 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 1973.87 ms
[2021-03-19 10:13:04 main:581] : INFO : Epoch 1946 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 1999.23 ms
[2021-03-19 10:13:06 main:581] : INFO : Epoch 1947 | loss: 0.0311681 | val_loss: 0.031172 | Time: 1934.58 ms
[2021-03-19 10:13:08 main:581] : INFO : Epoch 1948 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 2053.4 ms
[2021-03-19 10:13:10 main:581] : INFO : Epoch 1949 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 1966.27 ms
[2021-03-19 10:13:12 main:581] : INFO : Epoch 1950 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 1971.95 ms
[2021-03-19 10:13:14 main:581] : INFO : Epoch 1951 | loss: 0.0311662 | val_loss: 0.0311697 | Time: 1948.04 ms
[2021-03-19 10:13:16 main:581] : INFO : Epoch 1952 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 1978.62 ms
[2021-03-19 10:13:18 main:581] : INFO : Epoch 1953 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 1977.46 ms
[2021-03-19 10:13:20 main:581] : INFO : Epoch 1954 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 1989.91 ms
[2021-03-19 10:13:22 main:581] : INFO : Epoch 1955 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 1936.65 ms
[2021-03-19 10:13:24 main:581] : INFO : Epoch 1956 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1994.06 ms
[2021-03-19 10:13:26 main:581] : INFO : Epoch 1957 | loss: 0.031168 | val_loss: 0.0311722 | Time: 1973.6 ms
[2021-03-19 10:13:28 main:581] : INFO : Epoch 1958 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 1988.19 ms
[2021-03-19 10:13:30 main:581] : INFO : Epoch 1959 | loss: 0.0311676 | val_loss: 0.0311707 | Time: 1975.36 ms
[2021-03-19 10:13:32 main:581] : INFO : Epoch 1960 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 1964.56 ms
[2021-03-19 10:13:34 main:581] : INFO : Epoch 1961 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 2009.93 ms
[2021-03-19 10:13:36 main:581] : INFO : Epoch 1962 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1982.17 ms
[2021-03-19 10:13:38 main:581] : INFO : Epoch 1963 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2019.32 ms
[2021-03-19 10:13:40 main:581] : INFO : Epoch 1964 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 2020.47 ms
[2021-03-19 10:13:41 main:581] : INFO : Epoch 1965 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 1952.57 ms
[2021-03-19 10:13:43 main:581] : INFO : Epoch 1966 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 1959.61 ms
[2021-03-19 10:13:45 main:581] : INFO : Epoch 1967 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 1956.9 ms
[2021-03-19 10:13:47 main:581] : INFO : Epoch 1968 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 1963.54 ms
[2021-03-19 10:13:49 main:581] : INFO : Epoch 1969 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 1931.38 ms
[2021-03-19 10:13:51 main:581] : INFO : Epoch 1970 | loss: 0.0311663 | val_loss: 0.03117 | Time: 1988.31 ms
[2021-03-19 10:13:53 main:581] : INFO : Epoch 1971 | loss: 0.0311671 | val_loss: 0.0311703 | Time: 1975.2 ms
[2021-03-19 10:13:55 main:581] : INFO : Epoch 1972 | loss: 0.031167 | val_loss: 0.031169 | Time: 1920.91 ms
[2021-03-19 10:13:57 main:581] : INFO : Epoch 1973 | loss: 0.031166 | val_loss: 0.0311694 | Time: 1961.13 ms
[2021-03-19 10:13:59 main:581] : INFO : Epoch 1974 | loss: 0.031166 | val_loss: 0.0311699 | Time: 1957.93 ms
[2021-03-19 10:14:01 main:581] : INFO : Epoch 1975 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 1890.92 ms
[2021-03-19 10:14:03 main:581] : INFO : Epoch 1976 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 1990.13 ms
[2021-03-19 10:14:05 main:581] : INFO : Epoch 1977 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 1970.23 ms
[2021-03-19 10:14:07 main:581] : INFO : Epoch 1978 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 1983.7 ms
[2021-03-19 10:14:09 main:581] : INFO : Epoch 1979 | loss: 0.0311658 | val_loss: 0.0311696 | Time: 1990.04 ms
[2021-03-19 10:14:11 main:581] : INFO : Epoch 1980 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 1917.08 ms
[2021-03-19 10:14:13 main:581] : INFO : Epoch 1981 | loss: 0.0311656 | val_loss: 0.0311699 | Time: 1968.45 ms
[2021-03-19 10:14:15 main:581] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 1998.33 ms
[2021-03-19 10:14:17 main:581] : INFO : Epoch 1983 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1979.05 ms
[2021-03-19 10:14:19 main:581] : INFO : Epoch 1984 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 2020.58 ms
[2021-03-19 10:14:21 main:581] : INFO : Epoch 1985 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 2166.62 ms
[2021-03-19 10:14:23 main:581] : INFO : Epoch 1986 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 2138.99 ms
[2021-03-19 10:14:25 main:581] : INFO : Epoch 1987 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 1909.87 ms
[2021-03-19 10:14:27 main:581] : INFO : Epoch 1988 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 1989.41 ms
[2021-03-19 10:14:29 main:581] : INFO : Epoch 1989 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 1966.99 ms
[2021-03-19 10:14:31 main:581] : INFO : Epoch 1990 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 1944.65 ms
[2021-03-19 10:14:33 main:581] : INFO : Epoch 1991 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1946.65 ms
[2021-03-19 10:14:35 main:581] : INFO : Epoch 1992 | loss: 0.0311657 | val_loss: 0.031169 | Time: 2007.22 ms
[2021-03-19 10:14:37 main:581] : INFO : Epoch 1993 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 1911.7 ms
[2021-03-19 10:14:39 main:581] : INFO : Epoch 1994 | loss: 0.0311653 | val_loss: 0.0311668 | Time: 1980.18 ms
[2021-03-19 10:14:41 main:581] : INFO : Epoch 1995 | loss: 0.0311652 | val_loss: 0.0311667 | Time: 2024.68 ms
[2021-03-19 10:14:43 main:581] : INFO : Epoch 1996 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 1934.35 ms
[2021-03-19 10:14:45 main:581] : INFO : Epoch 1997 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 1961.45 ms
[2021-03-19 10:14:47 main:581] : INFO : Epoch 1998 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 1964.66 ms
[2021-03-19 10:14:49 main:581] : INFO : Epoch 1999 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 2021.09 ms
[2021-03-19 10:14:51 main:581] : INFO : Epoch 2000 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 1988.85 ms
[2021-03-19 10:14:53 main:581] : INFO : Epoch 2001 | loss: 0.0311635 | val_loss: 0.0311674 | Time: 1971.15 ms
[2021-03-19 10:14:55 main:581] : INFO : Epoch 2002 | loss: 0.031163 | val_loss: 0.0311682 | Time: 1933.03 ms
[2021-03-19 10:14:57 main:581] : INFO : Epoch 2003 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1976.25 ms
[2021-03-19 10:14:59 main:581] : INFO : Epoch 2004 | loss: 0.0311633 | val_loss: 0.0311668 | Time: 1999.86 ms
[2021-03-19 10:15:01 main:581] : INFO : Epoch 2005 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 1982.82 ms
[2021-03-19 10:15:03 main:581] : INFO : Epoch 2006 | loss: 0.0311627 | val_loss: 0.0311669 | Time: 2016.99 ms
[2021-03-19 10:15:05 main:581] : INFO : Epoch 2007 | loss: 0.0311621 | val_loss: 0.031167 | Time: 2018.23 ms
[2021-03-19 10:15:07 main:581] : INFO : Epoch 2008 | loss: 0.031162 | val_loss: 0.0311664 | Time: 1974.12 ms
[2021-03-19 10:15:09 main:581] : INFO : Epoch 2009 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 1978.48 ms
[2021-03-19 10:15:11 main:581] : INFO : Epoch 2010 | loss: 0.0311658 | val_loss: 0.0311683 | Time: 1999.47 ms
[2021-03-19 10:15:12 main:581] : INFO : Epoch 2011 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1961.07 ms
[2021-03-19 10:15:14 main:581] : INFO : Epoch 2012 | loss: 0.0311684 | val_loss: 0.031168 | Time: 1976.96 ms
[2021-03-19 10:15:16 main:581] : INFO : Epoch 2013 | loss: 0.031167 | val_loss: 0.0311687 | Time: 1968.19 ms
[2021-03-19 10:15:18 main:581] : INFO : Epoch 2014 | loss: 0.0311665 | val_loss: 0.0311682 | Time: 1922.77 ms
[2021-03-19 10:15:20 main:581] : INFO : Epoch 2015 | loss: 0.0311659 | val_loss: 0.0311688 | Time: 1933.23 ms
[2021-03-19 10:15:22 main:581] : INFO : Epoch 2016 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 1973.42 ms
[2021-03-19 10:15:24 main:581] : INFO : Epoch 2017 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 1950.92 ms
[2021-03-19 10:15:26 main:581] : INFO : Epoch 2018 | loss: 0.031164 | val_loss: 0.0311684 | Time: 1967.91 ms
[2021-03-19 10:15:28 main:581] : INFO : Epoch 2019 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 1964.55 ms
[2021-03-19 10:15:30 main:581] : INFO : Epoch 2020 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 1953.8 ms
[2021-03-19 10:15:32 main:581] : INFO : Epoch 2021 | loss: 0.0311644 | val_loss: 0.0311664 | Time: 1923.15 ms
[2021-03-19 10:15:34 main:581] : INFO : Epoch 2022 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 1979.7 ms
[2021-03-19 10:15:36 main:581] : INFO : Epoch 2023 | loss: 0.031164 | val_loss: 0.0311713 | Time: 1977.39 ms
[2021-03-19 10:15:38 main:581] : INFO : Epoch 2024 | loss: 0.0311649 | val_loss: 0.0311673 | Time: 1984.06 ms
[2021-03-19 10:15:40 main:581] : INFO : Epoch 2025 | loss: 0.0311643 | val_loss: 0.0311677 | Time: 1977.9 ms
[2021-03-19 10:15:42 main:581] : INFO : Epoch 2026 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 1961.92 ms
[2021-03-19 10:15:44 main:581] : INFO : Epoch 2027 | loss: 0.0311636 | val_loss: 0.0311669 | Time: 1955.34 ms
[2021-03-19 10:15:46 main:581] : INFO : Epoch 2028 | loss: 0.0311627 | val_loss: 0.0311669 | Time: 2002.75 ms
[2021-03-19 10:15:48 main:581] : INFO : Epoch 2029 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 2009.28 ms
[2021-03-19 10:15:50 main:581] : INFO : Epoch 2030 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 2048.95 ms
[2021-03-19 10:15:52 main:581] : INFO : Epoch 2031 | loss: 0.0311636 | val_loss: 0.0311663 | Time: 1948.64 ms
[2021-03-19 10:15:54 main:581] : INFO : Epoch 2032 | loss: 0.0311629 | val_loss: 0.031167 | Time: 1956.43 ms
[2021-03-19 10:15:56 main:581] : INFO : Epoch 2033 | loss: 0.0311641 | val_loss: 0.0311678 | Time: 1877.36 ms
[2021-03-19 10:15:58 main:581] : INFO : Epoch 2034 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 2020.61 ms
[2021-03-19 10:16:00 main:581] : INFO : Epoch 2035 | loss: 0.0311638 | val_loss: 0.0311675 | Time: 2018.89 ms
[2021-03-19 10:16:02 main:581] : INFO : Epoch 2036 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 1982.02 ms
[2021-03-19 10:16:04 main:581] : INFO : Epoch 2037 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 1949.73 ms
[2021-03-19 10:16:06 main:581] : INFO : Epoch 2038 | loss: 0.031164 | val_loss: 0.0311667 | Time: 1967.35 ms
[2021-03-19 10:16:08 main:581] : INFO : Epoch 2039 | loss: 0.0311645 | val_loss: 0.031167 | Time: 1979.47 ms
[2021-03-19 10:16:10 main:581] : INFO : Epoch 2040 | loss: 0.0311639 | val_loss: 0.0311663 | Time: 2011.56 ms
[2021-03-19 10:16:12 main:581] : INFO : Epoch 2041 | loss: 0.0311637 | val_loss: 0.0311665 | Time: 1963.55 ms
[2021-03-19 10:16:14 main:581] : INFO : Epoch 2042 | loss: 0.0311638 | val_loss: 0.0311657 | Time: 1918.91 ms
[2021-03-19 10:16:16 main:581] : INFO : Epoch 2043 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 1995.48 ms
[2021-03-19 10:16:18 main:581] : INFO : Epoch 2044 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 2001.25 ms
[2021-03-19 10:16:20 main:581] : INFO : Epoch 2045 | loss: 0.0311648 | val_loss: 0.0311673 | Time: 2023.54 ms
[2021-03-19 10:16:22 main:581] : INFO : Epoch 2046 | loss: 0.0311648 | val_loss: 0.031168 | Time: 2022.18 ms
[2021-03-19 10:16:24 main:581] : INFO : Epoch 2047 | loss: 0.0311636 | val_loss: 0.0311667 | Time: 1990.17 ms
[2021-03-19 10:16:26 main:581] : INFO : Epoch 2048 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 2016.58 ms
[2021-03-19 10:16:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311659
[2021-03-19 10:16:26 main:610] : INFO : Saving end state to config to file
[2021-03-19 10:16:26 main:615] : INFO : Success, exiting..
10:16:26 (399203): 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)