Task 3749721
| Name | ParityModified-1609263860-5818-7_0 |
| Workunit | 1927355 |
| Created | 21 Jan 2021, 12:52:01 UTC |
| Sent | 22 Jan 2021, 6:42:53 UTC |
| Report deadline | 29 Jan 2021, 6:42:53 UTC |
| Received | 22 Jan 2021, 8:59:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 9 sec |
| CPU time | 1 hours 4 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311584 | val_loss: 0.0311595 | Time: 1921.11 ms
[2021-01-21 23:42:11 main:574] : INFO : Epoch 1543 | loss: 0.0311554 | val_loss: 0.0311607 | Time: 1894.37 ms
[2021-01-21 23:42:14 main:574] : INFO : Epoch 1544 | loss: 0.0311553 | val_loss: 0.0311583 | Time: 2114.36 ms
[2021-01-21 23:42:16 main:574] : INFO : Epoch 1545 | loss: 0.0311563 | val_loss: 0.0311594 | Time: 2038.91 ms
[2021-01-21 23:42:18 main:574] : INFO : Epoch 1546 | loss: 0.031159 | val_loss: 0.0311811 | Time: 1925.69 ms
[2021-01-21 23:42:20 main:574] : INFO : Epoch 1547 | loss: 0.0311623 | val_loss: 0.03117 | Time: 1916.21 ms
[2021-01-21 23:42:22 main:574] : INFO : Epoch 1548 | loss: 0.0311562 | val_loss: 0.0311591 | Time: 2032.99 ms
[2021-01-21 23:42:24 main:574] : INFO : Epoch 1549 | loss: 0.0311554 | val_loss: 0.0311609 | Time: 2134.26 ms
[2021-01-21 23:42:26 main:574] : INFO : Epoch 1550 | loss: 0.0311579 | val_loss: 0.0311601 | Time: 2185.34 ms
[2021-01-21 23:42:28 main:574] : INFO : Epoch 1551 | loss: 0.0311553 | val_loss: 0.0311614 | Time: 1979.55 ms
[2021-01-21 23:42:30 main:574] : INFO : Epoch 1552 | loss: 0.0311555 | val_loss: 0.0311588 | Time: 1972.32 ms
[2021-01-21 23:42:32 main:574] : INFO : Epoch 1553 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 1964.36 ms
[2021-01-21 23:42:34 main:574] : INFO : Epoch 1554 | loss: 0.0311563 | val_loss: 0.0311635 | Time: 1903.89 ms
[2021-01-21 23:42:36 main:574] : INFO : Epoch 1555 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 1985.82 ms
[2021-01-21 23:42:38 main:574] : INFO : Epoch 1556 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1923.81 ms
[2021-01-21 23:42:40 main:574] : INFO : Epoch 1557 | loss: 0.0311552 | val_loss: 0.0311612 | Time: 1973.24 ms
[2021-01-21 23:42:42 main:574] : INFO : Epoch 1558 | loss: 0.0311574 | val_loss: 0.0311595 | Time: 2032.71 ms
[2021-01-21 23:42:44 main:574] : INFO : Epoch 1559 | loss: 0.0311533 | val_loss: 0.031159 | Time: 1908.88 ms
[2021-01-21 23:42:46 main:574] : INFO : Epoch 1560 | loss: 0.0311531 | val_loss: 0.031159 | Time: 1926.78 ms
[2021-01-21 23:42:48 main:574] : INFO : Epoch 1561 | loss: 0.0311532 | val_loss: 0.0311585 | Time: 2029.88 ms
[2021-01-21 23:42:50 main:574] : INFO : Epoch 1562 | loss: 0.0311594 | val_loss: 0.0311617 | Time: 1995.89 ms
[2021-01-21 23:42:52 main:574] : INFO : Epoch 1563 | loss: 0.0311572 | val_loss: 0.0311603 | Time: 1955.71 ms
[2021-01-21 23:42:54 main:574] : INFO : Epoch 1564 | loss: 0.03116 | val_loss: 0.0311605 | Time: 1918.67 ms
[2021-01-21 23:42:56 main:574] : INFO : Epoch 1565 | loss: 0.0311591 | val_loss: 0.031161 | Time: 1914.45 ms
[2021-01-21 23:42:58 main:574] : INFO : Epoch 1566 | loss: 0.0311585 | val_loss: 0.0311618 | Time: 1928.61 ms
[2021-01-21 23:43:00 main:574] : INFO : Epoch 1567 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 1913.75 ms
[2021-01-21 23:43:02 main:574] : INFO : Epoch 1568 | loss: 0.0311597 | val_loss: 0.0311626 | Time: 1980 ms
[2021-01-21 23:43:04 main:574] : INFO : Epoch 1569 | loss: 0.0311586 | val_loss: 0.0311618 | Time: 1928.5 ms
[2021-01-21 23:43:06 main:574] : INFO : Epoch 1570 | loss: 0.0311585 | val_loss: 0.0311621 | Time: 2022.75 ms
[2021-01-21 23:43:08 main:574] : INFO : Epoch 1571 | loss: 0.0311618 | val_loss: 0.0311665 | Time: 1934.16 ms
[2021-01-21 23:43:10 main:574] : INFO : Epoch 1572 | loss: 0.0311595 | val_loss: 0.0311621 | Time: 2000.83 ms
[2021-01-21 23:43:12 main:574] : INFO : Epoch 1573 | loss: 0.0311578 | val_loss: 0.0311611 | Time: 1942.74 ms
[2021-01-21 23:43:14 main:574] : INFO : Epoch 1574 | loss: 0.0311561 | val_loss: 0.0311609 | Time: 1901.39 ms
[2021-01-21 23:43:16 main:574] : INFO : Epoch 1575 | loss: 0.0311549 | val_loss: 0.0311611 | Time: 1908.36 ms
[2021-01-21 23:43:18 main:574] : INFO : Epoch 1576 | loss: 0.0311554 | val_loss: 0.0311638 | Time: 1921.11 ms
[2021-01-21 23:43:20 main:574] : INFO : Epoch 1577 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 1958.69 ms
[2021-01-21 23:43:22 main:574] : INFO : Epoch 1578 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 2041.86 ms
[2021-01-21 23:43:24 main:574] : INFO : Epoch 1579 | loss: 0.0311572 | val_loss: 0.0311609 | Time: 1958.59 ms
[2021-01-21 23:43:25 main:574] : INFO : Epoch 1580 | loss: 0.0311569 | val_loss: 0.0311628 | Time: 1888.43 ms
[2021-01-21 23:43:27 main:574] : INFO : Epoch 1581 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 1925.47 ms
[2021-01-21 23:43:29 main:574] : INFO : Epoch 1582 | loss: 0.0311559 | val_loss: 0.0311591 | Time: 1902.86 ms
[2021-01-21 23:43:32 main:574] : INFO : Epoch 1583 | loss: 0.0311538 | val_loss: 0.0311628 | Time: 2070.69 ms
[2021-01-21 23:43:34 main:574] : INFO : Epoch 1584 | loss: 0.0311533 | val_loss: 0.0311612 | Time: 1946.29 ms
[2021-01-21 23:43:35 main:574] : INFO : Epoch 1585 | loss: 0.0311554 | val_loss: 0.03116 | Time: 1880.41 ms
[2021-01-21 23:43:37 main:574] : INFO : Epoch 1586 | loss: 0.0311554 | val_loss: 0.03116 | Time: 1949.29 ms
[2021-01-21 23:43:40 main:574] : INFO : Epoch 1587 | loss: 0.0311544 | val_loss: 0.0311596 | Time: 2095.39 ms
[2021-01-21 23:43:41 main:574] : INFO : Epoch 1588 | loss: 0.0311537 | val_loss: 0.0311603 | Time: 1912.67 ms
[2021-01-21 23:43:44 main:574] : INFO : Epoch 1589 | loss: 0.0311526 | val_loss: 0.0311581 | Time: 1993.49 ms
[2021-01-21 23:43:46 main:574] : INFO : Epoch 1590 | loss: 0.031152 | val_loss: 0.0311586 | Time: 1982.49 ms
[2021-01-21 23:43:47 main:574] : INFO : Epoch 1591 | loss: 0.0311531 | val_loss: 0.0311576 | Time: 1943.04 ms
[2021-01-21 23:43:49 main:574] : INFO : Epoch 1592 | loss: 0.0311543 | val_loss: 0.0311688 | Time: 1948.14 ms
[2021-01-21 23:43:52 main:574] : INFO : Epoch 1593 | loss: 0.0311604 | val_loss: 0.0311647 | Time: 2052.65 ms
[2021-01-21 23:43:54 main:574] : INFO : Epoch 1594 | loss: 0.0311585 | val_loss: 0.0311609 | Time: 1976.73 ms
[2021-01-21 23:43:55 main:574] : INFO : Epoch 1595 | loss: 0.0311573 | val_loss: 0.0311623 | Time: 1932.63 ms
[2021-01-21 23:43:57 main:574] : INFO : Epoch 1596 | loss: 0.0311561 | val_loss: 0.0311596 | Time: 1941.18 ms
[2021-01-21 23:43:59 main:574] : INFO : Epoch 1597 | loss: 0.0311586 | val_loss: 0.0311614 | Time: 1927.05 ms
[2021-01-21 23:44:01 main:574] : INFO : Epoch 1598 | loss: 0.0311574 | val_loss: 0.0311637 | Time: 1953.77 ms
[2021-01-21 23:44:03 main:574] : INFO : Epoch 1599 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 1959.14 ms
[2021-01-21 23:44:05 main:574] : INFO : Epoch 1600 | loss: 0.0311563 | val_loss: 0.0311596 | Time: 1888.89 ms
[2021-01-21 23:44:07 main:574] : INFO : Epoch 1601 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 1958.68 ms
[2021-01-21 23:44:09 main:574] : INFO : Epoch 1602 | loss: 0.0311545 | val_loss: 0.0311605 | Time: 2031.36 ms
[2021-01-21 23:44:11 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311599 | Time: 1899.11 ms
[2021-01-21 23:44:13 main:574] : INFO : Epoch 1604 | loss: 0.0311547 | val_loss: 0.0311605 | Time: 1900.39 ms
[2021-01-21 23:44:15 main:574] : INFO : Epoch 1605 | loss: 0.0311526 | val_loss: 0.0311612 | Time: 1947.95 ms
[2021-01-21 23:44:17 main:574] : INFO : Epoch 1606 | loss: 0.0311528 | val_loss: 0.0311596 | Time: 1964.87 ms
[2021-01-21 23:44:19 main:574] : INFO : Epoch 1607 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 1928.61 ms
[2021-01-21 23:44:21 main:574] : INFO : Epoch 1608 | loss: 0.0311527 | val_loss: 0.0311586 | Time: 1875.57 ms
[2021-01-21 23:44:23 main:574] : INFO : Epoch 1609 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 1952.17 ms
[2021-01-21 23:44:25 main:574] : INFO : Epoch 1610 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 1941.94 ms
[2021-01-21 23:44:27 main:574] : INFO : Epoch 1611 | loss: 0.0311521 | val_loss: 0.0311606 | Time: 1941.53 ms
[2021-01-21 23:44:29 main:574] : INFO : Epoch 1612 | loss: 0.0311542 | val_loss: 0.0311637 | Time: 2053.49 ms
[2021-01-21 23:44:31 main:574] : INFO : Epoch 1613 | loss: 0.0311546 | val_loss: 0.0311602 | Time: 1948.28 ms
[2021-01-21 23:44:33 main:574] : INFO : Epoch 1614 | loss: 0.0311519 | val_loss: 0.031162 | Time: 1917.63 ms
[2021-01-21 23:44:35 main:574] : INFO : Epoch 1615 | loss: 0.031153 | val_loss: 0.0311638 | Time: 2001.69 ms
[2021-01-21 23:44:37 main:574] : INFO : Epoch 1616 | loss: 0.0311528 | val_loss: 0.0311593 | Time: 2032.82 ms
[2021-01-21 23:44:39 main:574] : INFO : Epoch 1617 | loss: 0.0311548 | val_loss: 0.0311596 | Time: 2072.75 ms
[2021-01-21 23:44:41 main:574] : INFO : Epoch 1618 | loss: 0.0311547 | val_loss: 0.0311598 | Time: 2016.94 ms
[2021-01-21 23:44:43 main:574] : INFO : Epoch 1619 | loss: 0.0311529 | val_loss: 0.0311607 | Time: 2060.74 ms
[2021-01-21 23:44:45 main:574] : INFO : Epoch 1620 | loss: 0.0311554 | val_loss: 0.0311684 | Time: 1922.49 ms
[2021-01-21 23:44:47 main:574] : INFO : Epoch 1621 | loss: 0.0311569 | val_loss: 0.0311575 | Time: 1986.5 ms
[2021-01-21 23:44:49 main:574] : INFO : Epoch 1622 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 1952.14 ms
[2021-01-21 23:44:51 main:574] : INFO : Epoch 1623 | loss: 0.0311586 | val_loss: 0.0311705 | Time: 1900.22 ms
[2021-01-21 23:44:53 main:574] : INFO : Epoch 1624 | loss: 0.031162 | val_loss: 0.0311662 | Time: 1947 ms
[2021-01-21 23:44:55 main:574] : INFO : Epoch 1625 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 1901.44 ms
[2021-01-21 23:44:57 main:574] : INFO : Epoch 1626 | loss: 0.0311554 | val_loss: 0.0311616 | Time: 2070.34 ms
[2021-01-21 23:44:59 main:574] : INFO : Epoch 1627 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 1882.27 ms
[2021-01-21 23:45:01 main:574] : INFO : Epoch 1628 | loss: 0.031158 | val_loss: 0.0311594 | Time: 1992.86 ms
[2021-01-21 23:45:03 main:574] : INFO : Epoch 1629 | loss: 0.031157 | val_loss: 0.0311679 | Time: 1900.81 ms
[2021-01-21 23:45:05 main:574] : INFO : Epoch 1630 | loss: 0.0311599 | val_loss: 0.0311629 | Time: 1950.2 ms
[2021-01-21 23:45:07 main:574] : INFO : Epoch 1631 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 2102.71 ms
[2021-01-21 23:45:09 main:574] : INFO : Epoch 1632 | loss: 0.0311579 | val_loss: 0.03116 | Time: 2105.72 ms
[2021-01-21 23:45:12 main:574] : INFO : Epoch 1633 | loss: 0.031156 | val_loss: 0.0311612 | Time: 2092.61 ms
[2021-01-21 23:45:13 main:574] : INFO : Epoch 1634 | loss: 0.0311543 | val_loss: 0.0311595 | Time: 1875.76 ms
[2021-01-21 23:45:15 main:574] : INFO : Epoch 1635 | loss: 0.0311607 | val_loss: 0.031164 | Time: 1918.63 ms
[2021-01-21 23:45:17 main:574] : INFO : Epoch 1636 | loss: 0.0311615 | val_loss: 0.0311638 | Time: 1916.07 ms
[2021-01-21 23:45:19 main:574] : INFO : Epoch 1637 | loss: 0.0311606 | val_loss: 0.0311637 | Time: 1889.89 ms
[2021-01-21 23:45:21 main:574] : INFO : Epoch 1638 | loss: 0.0311589 | val_loss: 0.0311608 | Time: 1898.65 ms
[2021-01-21 23:45:23 main:574] : INFO : Epoch 1639 | loss: 0.0311594 | val_loss: 0.0311601 | Time: 1940.4 ms
[2021-01-21 23:45:25 main:574] : INFO : Epoch 1640 | loss: 0.0311573 | val_loss: 0.031161 | Time: 1940.01 ms
[2021-01-21 23:45:27 main:574] : INFO : Epoch 1641 | loss: 0.0311603 | val_loss: 0.0311612 | Time: 1963.58 ms
[2021-01-21 23:45:29 main:574] : INFO : Epoch 1642 | loss: 0.0311585 | val_loss: 0.0311602 | Time: 1885.49 ms
[2021-01-21 23:45:31 main:574] : INFO : Epoch 1643 | loss: 0.0311567 | val_loss: 0.0311596 | Time: 2079.5 ms
[2021-01-21 23:45:33 main:574] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.0311596 | Time: 1961.49 ms
[2021-01-21 23:45:35 main:574] : INFO : Epoch 1645 | loss: 0.0311575 | val_loss: 0.0311631 | Time: 1959.18 ms
[2021-01-21 23:45:37 main:574] : INFO : Epoch 1646 | loss: 0.0311562 | val_loss: 0.0311614 | Time: 1958.18 ms
[2021-01-21 23:45:39 main:574] : INFO : Epoch 1647 | loss: 0.0311582 | val_loss: 0.0311634 | Time: 1915.11 ms
[2021-01-21 23:45:41 main:574] : INFO : Epoch 1648 | loss: 0.0311576 | val_loss: 0.0311636 | Time: 1953.75 ms
[2021-01-21 23:45:43 main:574] : INFO : Epoch 1649 | loss: 0.0311585 | val_loss: 0.0311606 | Time: 2131.44 ms
[2021-01-21 23:45:45 main:574] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.0311607 | Time: 1916.89 ms
[2021-01-21 23:45:47 main:574] : INFO : Epoch 1651 | loss: 0.0311598 | val_loss: 0.031161 | Time: 1891.81 ms
[2021-01-21 23:45:49 main:574] : INFO : Epoch 1652 | loss: 0.0311609 | val_loss: 0.0311703 | Time: 1965.26 ms
[2021-01-21 23:45:51 main:574] : INFO : Epoch 1653 | loss: 0.031161 | val_loss: 0.0311659 | Time: 1987.35 ms
[2021-01-21 23:45:53 main:574] : INFO : Epoch 1654 | loss: 0.0311597 | val_loss: 0.0311617 | Time: 1930.43 ms
[2021-01-21 23:45:55 main:574] : INFO : Epoch 1655 | loss: 0.0311602 | val_loss: 0.0311614 | Time: 1980.32 ms
[2021-01-21 23:45:57 main:574] : INFO : Epoch 1656 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 1946.96 ms
[2021-01-21 23:45:59 main:574] : INFO : Epoch 1657 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 2080.06 ms
[2021-01-21 23:46:01 main:574] : INFO : Epoch 1658 | loss: 0.0311595 | val_loss: 0.0311598 | Time: 2153.67 ms
[2021-01-21 23:46:03 main:574] : INFO : Epoch 1659 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 2074.52 ms
[2021-01-21 23:46:06 main:574] : INFO : Epoch 1660 | loss: 0.0311577 | val_loss: 0.0311604 | Time: 2036.12 ms
[2021-01-21 23:46:08 main:574] : INFO : Epoch 1661 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 2060.6 ms
[2021-01-21 23:46:10 main:574] : INFO : Epoch 1662 | loss: 0.0311573 | val_loss: 0.0311593 | Time: 1936.12 ms
[2021-01-21 23:46:12 main:574] : INFO : Epoch 1663 | loss: 0.0311555 | val_loss: 0.0311595 | Time: 2058.98 ms
[2021-01-21 23:46:14 main:574] : INFO : Epoch 1664 | loss: 0.0311559 | val_loss: 0.0311624 | Time: 2119.26 ms
[2021-01-21 23:46:16 main:574] : INFO : Epoch 1665 | loss: 0.0311561 | val_loss: 0.0311632 | Time: 1912.13 ms
[2021-01-21 23:46:18 main:574] : INFO : Epoch 1666 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 2104.8 ms
[2021-01-21 23:46:20 main:574] : INFO : Epoch 1667 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 1911.43 ms
[2021-01-21 23:46:22 main:574] : INFO : Epoch 1668 | loss: 0.0311633 | val_loss: 0.0311604 | Time: 1955.82 ms
[2021-01-21 23:46:24 main:574] : INFO : Epoch 1669 | loss: 0.0311575 | val_loss: 0.0311596 | Time: 1930.67 ms
[2021-01-21 23:46:26 main:574] : INFO : Epoch 1670 | loss: 0.0311553 | val_loss: 0.0311595 | Time: 1927.98 ms
[2021-01-21 23:46:28 main:574] : INFO : Epoch 1671 | loss: 0.0311536 | val_loss: 0.0311621 | Time: 1900.86 ms
[2021-01-21 23:46:30 main:574] : INFO : Epoch 1672 | loss: 0.0311533 | val_loss: 0.0311604 | Time: 1970.89 ms
[2021-01-21 23:46:32 main:574] : INFO : Epoch 1673 | loss: 0.0311534 | val_loss: 0.0311697 | Time: 1982.54 ms
[2021-01-21 23:46:34 main:574] : INFO : Epoch 1674 | loss: 0.0311575 | val_loss: 0.0311608 | Time: 2022.66 ms
[2021-01-21 23:46:36 main:574] : INFO : Epoch 1675 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 1914.44 ms
[2021-01-21 23:46:38 main:574] : INFO : Epoch 1676 | loss: 0.0311566 | val_loss: 0.0311587 | Time: 1922.46 ms
[2021-01-21 23:46:40 main:574] : INFO : Epoch 1677 | loss: 0.0311536 | val_loss: 0.0311607 | Time: 1942.53 ms
[2021-01-21 23:46:42 main:574] : INFO : Epoch 1678 | loss: 0.0311548 | val_loss: 0.0311589 | Time: 1948.11 ms
[2021-01-21 23:46:44 main:574] : INFO : Epoch 1679 | loss: 0.0311534 | val_loss: 0.0311591 | Time: 1887.99 ms
[2021-01-21 23:46:46 main:574] : INFO : Epoch 1680 | loss: 0.0311532 | val_loss: 0.0311626 | Time: 2005.16 ms
[2021-01-21 23:46:48 main:574] : INFO : Epoch 1681 | loss: 0.031156 | val_loss: 0.0311656 | Time: 1923.71 ms
[2021-01-21 23:46:50 main:574] : INFO : Epoch 1682 | loss: 0.0311558 | val_loss: 0.03116 | Time: 1971.49 ms
[2021-01-21 23:46:52 main:574] : INFO : Epoch 1683 | loss: 0.031153 | val_loss: 0.0311589 | Time: 2098.11 ms
[2021-01-21 23:46:54 main:574] : INFO : Epoch 1684 | loss: 0.0311528 | val_loss: 0.0311598 | Time: 1952.95 ms
[2021-01-21 23:46:56 main:574] : INFO : Epoch 1685 | loss: 0.0311523 | val_loss: 0.0311594 | Time: 1985.28 ms
[2021-01-21 23:46:58 main:574] : INFO : Epoch 1686 | loss: 0.0311579 | val_loss: 0.0311631 | Time: 1917.59 ms
[2021-01-21 23:47:00 main:574] : INFO : Epoch 1687 | loss: 0.0311616 | val_loss: 0.0311604 | Time: 1994.78 ms
[2021-01-21 23:47:02 main:574] : INFO : Epoch 1688 | loss: 0.0311536 | val_loss: 0.0311599 | Time: 1948.33 ms
[2021-01-21 23:47:04 main:574] : INFO : Epoch 1689 | loss: 0.0311532 | val_loss: 0.031163 | Time: 1924.29 ms
[2021-01-21 23:47:06 main:574] : INFO : Epoch 1690 | loss: 0.0311534 | val_loss: 0.0311614 | Time: 1929.52 ms
[2021-01-21 23:47:08 main:574] : INFO : Epoch 1691 | loss: 0.0311549 | val_loss: 0.0311622 | Time: 1938.07 ms
[2021-01-21 23:47:10 main:574] : INFO : Epoch 1692 | loss: 0.0311528 | val_loss: 0.0311619 | Time: 1986.19 ms
[2021-01-21 23:47:12 main:574] : INFO : Epoch 1693 | loss: 0.0311562 | val_loss: 0.0311648 | Time: 1990.26 ms
[2021-01-21 23:47:13 main:574] : INFO : Epoch 1694 | loss: 0.0311526 | val_loss: 0.0311611 | Time: 1900.25 ms
[2021-01-21 23:47:15 main:574] : INFO : Epoch 1695 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 1875.51 ms
[2021-01-21 23:47:17 main:574] : INFO : Epoch 1696 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 1882.75 ms
[2021-01-21 23:47:19 main:574] : INFO : Epoch 1697 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 1894.12 ms
[2021-01-21 23:47:21 main:574] : INFO : Epoch 1698 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 1892.52 ms
[2021-01-21 23:47:23 main:574] : INFO : Epoch 1699 | loss: 0.031155 | val_loss: 0.0311666 | Time: 1910.03 ms
[2021-01-21 23:47:25 main:574] : INFO : Epoch 1700 | loss: 0.0311581 | val_loss: 0.0311828 | Time: 1902.77 ms
[2021-01-21 23:47:27 main:574] : INFO : Epoch 1701 | loss: 0.0311608 | val_loss: 0.0311606 | Time: 1918.65 ms
[2021-01-21 23:47:29 main:574] : INFO : Epoch 1702 | loss: 0.0311549 | val_loss: 0.0311609 | Time: 1943.54 ms
[2021-01-21 23:47:31 main:574] : INFO : Epoch 1703 | loss: 0.031154 | val_loss: 0.0311604 | Time: 1910.9 ms
[2021-01-21 23:47:33 main:574] : INFO : Epoch 1704 | loss: 0.0311551 | val_loss: 0.03116 | Time: 2051.91 ms
[2021-01-21 23:47:35 main:574] : INFO : Epoch 1705 | loss: 0.0311548 | val_loss: 0.0311607 | Time: 2002.42 ms
[2021-01-21 23:47:37 main:574] : INFO : Epoch 1706 | loss: 0.0311556 | val_loss: 0.0311616 | Time: 1894.01 ms
[2021-01-21 23:47:39 main:574] : INFO : Epoch 1707 | loss: 0.0311529 | val_loss: 0.0311608 | Time: 1998.73 ms
[2021-01-21 23:47:41 main:574] : INFO : Epoch 1708 | loss: 0.0311535 | val_loss: 0.0311626 | Time: 1968.48 ms
[2021-01-21 23:47:43 main:574] : INFO : Epoch 1709 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 2040.56 ms
[2021-01-21 23:47:45 main:574] : INFO : Epoch 1710 | loss: 0.0311522 | val_loss: 0.0311617 | Time: 1902.4 ms
[2021-01-21 23:47:47 main:574] : INFO : Epoch 1711 | loss: 0.0311541 | val_loss: 0.0311718 | Time: 1896.54 ms
[2021-01-21 23:47:49 main:574] : INFO : Epoch 1712 | loss: 0.0311573 | val_loss: 0.031164 | Time: 2127.26 ms
[2021-01-21 23:47:51 main:574] : INFO : Epoch 1713 | loss: 0.0311574 | val_loss: 0.031159 | Time: 1904.23 ms
[2021-01-21 23:47:53 main:574] : INFO : Epoch 1714 | loss: 0.0311613 | val_loss: 0.0311602 | Time: 2037.58 ms
[2021-01-21 23:47:55 main:574] : INFO : Epoch 1715 | loss: 0.0311553 | val_loss: 0.0311599 | Time: 1980.61 ms
[2021-01-21 23:47:57 main:574] : INFO : Epoch 1716 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 1915.19 ms
[2021-01-21 23:47:59 main:574] : INFO : Epoch 1717 | loss: 0.031154 | val_loss: 0.0311615 | Time: 2022.37 ms
[2021-01-21 23:48:01 main:574] : INFO : Epoch 1718 | loss: 0.0311528 | val_loss: 0.0311587 | Time: 1952.58 ms
[2021-01-21 23:48:03 main:574] : INFO : Epoch 1719 | loss: 0.0311533 | val_loss: 0.0311589 | Time: 1946.97 ms
[2021-01-21 23:48:05 main:574] : INFO : Epoch 1720 | loss: 0.0311524 | val_loss: 0.0311607 | Time: 1946.05 ms
[2021-01-21 23:48:07 main:574] : INFO : Epoch 1721 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 2014.72 ms
[2021-01-21 23:48:09 main:574] : INFO : Epoch 1722 | loss: 0.0311533 | val_loss: 0.0311595 | Time: 1952.76 ms
[2021-01-21 23:48:11 main:574] : INFO : Epoch 1723 | loss: 0.0311541 | val_loss: 0.031178 | Time: 1899.88 ms
[2021-01-21 23:48:13 main:574] : INFO : Epoch 1724 | loss: 0.0311598 | val_loss: 0.0311603 | Time: 1920.63 ms
[2021-01-21 23:48:15 main:574] : INFO : Epoch 1725 | loss: 0.0311554 | val_loss: 0.0311593 | Time: 1946.99 ms
[2021-01-21 23:48:17 main:574] : INFO : Epoch 1726 | loss: 0.0311545 | val_loss: 0.0311636 | Time: 1946.58 ms
[2021-01-21 23:48:19 main:574] : INFO : Epoch 1727 | loss: 0.0311527 | val_loss: 0.0311599 | Time: 1903.07 ms
[2021-01-21 23:48:21 main:574] : INFO : Epoch 1728 | loss: 0.0311514 | val_loss: 0.0311584 | Time: 1931.54 ms
[2021-01-21 23:48:23 main:574] : INFO : Epoch 1729 | loss: 0.0311537 | val_loss: 0.0311606 | Time: 1914.87 ms
[2021-01-21 23:48:25 main:574] : INFO : Epoch 1730 | loss: 0.031154 | val_loss: 0.0311614 | Time: 1964.19 ms
[2021-01-21 23:48:27 main:574] : INFO : Epoch 1731 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 2123.62 ms
[2021-01-21 23:48:29 main:574] : INFO : Epoch 1732 | loss: 0.0311552 | val_loss: 0.0311575 | Time: 1953.41 ms
[2021-01-21 23:48:31 main:574] : INFO : Epoch 1733 | loss: 0.0311564 | val_loss: 0.0311587 | Time: 1969.85 ms
[2021-01-21 23:48:33 main:574] : INFO : Epoch 1734 | loss: 0.0311557 | val_loss: 0.0311617 | Time: 2079.35 ms
[2021-01-21 23:48:35 main:574] : INFO : Epoch 1735 | loss: 0.031155 | val_loss: 0.0311591 | Time: 2126.96 ms
[2021-01-21 23:48:37 main:574] : INFO : Epoch 1736 | loss: 0.0311548 | val_loss: 0.0311576 | Time: 1916.56 ms
[2021-01-21 23:48:39 main:574] : INFO : Epoch 1737 | loss: 0.0311531 | val_loss: 0.0311597 | Time: 1952.5 ms
[2021-01-21 23:48:41 main:574] : INFO : Epoch 1738 | loss: 0.0311538 | val_loss: 0.0311584 | Time: 2029.26 ms
[2021-01-21 23:48:43 main:574] : INFO : Epoch 1739 | loss: 0.0311524 | val_loss: 0.0311581 | Time: 2089.8 ms
[2021-01-21 23:48:45 main:574] : INFO : Epoch 1740 | loss: 0.0311531 | val_loss: 0.031162 | Time: 2053.05 ms
[2021-01-21 23:48:47 main:574] : INFO : Epoch 1741 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 2140.1 ms
[2021-01-21 23:48:49 main:574] : INFO : Epoch 1742 | loss: 0.0311521 | val_loss: 0.0311572 | Time: 1920.96 ms
[2021-01-21 23:48:51 main:574] : INFO : Epoch 1743 | loss: 0.0311521 | val_loss: 0.0311587 | Time: 1888.14 ms
[2021-01-21 23:48:53 main:574] : INFO : Epoch 1744 | loss: 0.0311531 | val_loss: 0.031158 | Time: 2049.67 ms
[2021-01-21 23:48:55 main:574] : INFO : Epoch 1745 | loss: 0.0311531 | val_loss: 0.0311595 | Time: 1984.14 ms
[2021-01-21 23:48:57 main:574] : INFO : Epoch 1746 | loss: 0.0311546 | val_loss: 0.0311679 | Time: 1910.12 ms
[2021-01-21 23:48:59 main:574] : INFO : Epoch 1747 | loss: 0.0311534 | val_loss: 0.0311594 | Time: 1987.77 ms
[2021-01-21 23:49:01 main:574] : INFO : Epoch 1748 | loss: 0.0311558 | val_loss: 0.0311731 | Time: 2010.15 ms
[2021-01-21 23:49:03 main:574] : INFO : Epoch 1749 | loss: 0.0311556 | val_loss: 0.0311617 | Time: 1941.09 ms
[2021-01-21 23:49:05 main:574] : INFO : Epoch 1750 | loss: 0.0311541 | val_loss: 0.0311614 | Time: 1946.8 ms
[2021-01-21 23:49:08 main:574] : INFO : Epoch 1751 | loss: 0.0311532 | val_loss: 0.0311573 | Time: 2106.65 ms
[2021-01-21 23:49:10 main:574] : INFO : Epoch 1752 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 1971.91 ms
[2021-01-21 23:49:11 main:574] : INFO : Epoch 1753 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 1907.94 ms
[2021-01-21 23:49:13 main:574] : INFO : Epoch 1754 | loss: 0.0311549 | val_loss: 0.0311632 | Time: 1981.42 ms
[2021-01-21 23:49:15 main:574] : INFO : Epoch 1755 | loss: 0.0311542 | val_loss: 0.03116 | Time: 1915.37 ms
[2021-01-21 23:49:18 main:574] : INFO : Epoch 1756 | loss: 0.0311546 | val_loss: 0.0311608 | Time: 2086.96 ms
[2021-01-21 23:49:20 main:574] : INFO : Epoch 1757 | loss: 0.031157 | val_loss: 0.0311649 | Time: 1940.65 ms
[2021-01-21 23:49:22 main:574] : INFO : Epoch 1758 | loss: 0.0311554 | val_loss: 0.0311589 | Time: 2088.74 ms
[2021-01-21 23:49:24 main:574] : INFO : Epoch 1759 | loss: 0.0311543 | val_loss: 0.0311585 | Time: 1990.32 ms
[2021-01-21 23:49:26 main:574] : INFO : Epoch 1760 | loss: 0.0311543 | val_loss: 0.0311581 | Time: 2068.81 ms
[2021-01-21 23:49:28 main:574] : INFO : Epoch 1761 | loss: 0.0311555 | val_loss: 0.0311591 | Time: 1917.89 ms
[2021-01-21 23:49:30 main:574] : INFO : Epoch 1762 | loss: 0.0311547 | val_loss: 0.0311601 | Time: 1896.57 ms
[2021-01-21 23:49:32 main:574] : INFO : Epoch 1763 | loss: 0.031154 | val_loss: 0.0311602 | Time: 1945.43 ms
[2021-01-21 23:49:34 main:574] : INFO : Epoch 1764 | loss: 0.0311526 | val_loss: 0.0311638 | Time: 1978.31 ms
[2021-01-21 23:49:36 main:574] : INFO : Epoch 1765 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 1924.31 ms
[2021-01-21 23:49:38 main:574] : INFO : Epoch 1766 | loss: 0.0311527 | val_loss: 0.0311582 | Time: 1920.18 ms
[2021-01-21 23:49:40 main:574] : INFO : Epoch 1767 | loss: 0.0311517 | val_loss: 0.031159 | Time: 2009.7 ms
[2021-01-21 23:49:42 main:574] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311752 | Time: 2020.39 ms
[2021-01-21 23:49:44 main:574] : INFO : Epoch 1769 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 1966.33 ms
[2021-01-21 23:49:46 main:574] : INFO : Epoch 1770 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 2021.05 ms
[2021-01-21 23:49:48 main:574] : INFO : Epoch 1771 | loss: 0.031153 | val_loss: 0.0311645 | Time: 2019.44 ms
[2021-01-21 23:49:50 main:574] : INFO : Epoch 1772 | loss: 0.0311528 | val_loss: 0.0311582 | Time: 1915.58 ms
[2021-01-21 23:49:52 main:574] : INFO : Epoch 1773 | loss: 0.0311515 | val_loss: 0.0311588 | Time: 1898.56 ms
[2021-01-21 23:49:54 main:574] : INFO : Epoch 1774 | loss: 0.0311513 | val_loss: 0.0311616 | Time: 1967.66 ms
[2021-01-21 23:49:56 main:574] : INFO : Epoch 1775 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 1944.15 ms
[2021-01-21 23:49:58 main:574] : INFO : Epoch 1776 | loss: 0.0311519 | val_loss: 0.0311628 | Time: 1958.76 ms
[2021-01-21 23:50:00 main:574] : INFO : Epoch 1777 | loss: 0.0311531 | val_loss: 0.0311584 | Time: 1963.91 ms
[2021-01-21 23:50:02 main:574] : INFO : Epoch 1778 | loss: 0.0311545 | val_loss: 0.0311609 | Time: 2031.45 ms
[2021-01-21 23:50:04 main:574] : INFO : Epoch 1779 | loss: 0.0311535 | val_loss: 0.0311592 | Time: 1919.06 ms
[2021-01-21 23:50:06 main:574] : INFO : Epoch 1780 | loss: 0.0311537 | val_loss: 0.0311586 | Time: 1936.13 ms
[2021-01-21 23:50:08 main:574] : INFO : Epoch 1781 | loss: 0.0311516 | val_loss: 0.0311593 | Time: 1968.34 ms
[2021-01-21 23:50:10 main:574] : INFO : Epoch 1782 | loss: 0.0311521 | val_loss: 0.0311574 | Time: 2054.71 ms
[2021-01-21 23:50:12 main:574] : INFO : Epoch 1783 | loss: 0.0311527 | val_loss: 0.0311601 | Time: 1922.7 ms
[2021-01-21 23:50:14 main:574] : INFO : Epoch 1784 | loss: 0.0311537 | val_loss: 0.0311609 | Time: 1909.9 ms
[2021-01-21 23:50:16 main:574] : INFO : Epoch 1785 | loss: 0.031154 | val_loss: 0.0311701 | Time: 1976.97 ms
[2021-01-21 23:50:18 main:574] : INFO : Epoch 1786 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 1956.71 ms
[2021-01-21 23:50:20 main:574] : INFO : Epoch 1787 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1975.21 ms
[2021-01-21 23:50:22 main:574] : INFO : Epoch 1788 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2091.76 ms
[2021-01-21 23:50:24 main:574] : INFO : Epoch 1789 | loss: 0.0311548 | val_loss: 0.0311583 | Time: 2034.53 ms
[2021-01-21 23:50:26 main:574] : INFO : Epoch 1790 | loss: 0.0311538 | val_loss: 0.0311598 | Time: 1921.68 ms
[2021-01-21 23:50:28 main:574] : INFO : Epoch 1791 | loss: 0.0311523 | val_loss: 0.0311583 | Time: 1947.23 ms
[2021-01-21 23:50:30 main:574] : INFO : Epoch 1792 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 1994.26 ms
[2021-01-21 23:50:32 main:574] : INFO : Epoch 1793 | loss: 0.0311518 | val_loss: 0.0311588 | Time: 1929.13 ms
[2021-01-21 23:50:34 main:574] : INFO : Epoch 1794 | loss: 0.0311507 | val_loss: 0.0311595 | Time: 1930.94 ms
[2021-01-21 23:50:36 main:574] : INFO : Epoch 1795 | loss: 0.0311509 | val_loss: 0.0311588 | Time: 1925.83 ms
[2021-01-21 23:50:38 main:574] : INFO : Epoch 1796 | loss: 0.0311509 | val_loss: 0.0311585 | Time: 1945.85 ms
[2021-01-21 23:50:40 main:574] : INFO : Epoch 1797 | loss: 0.0311513 | val_loss: 0.0311607 | Time: 1934.07 ms
[2021-01-21 23:50:41 main:574] : INFO : Epoch 1798 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 1946.99 ms
[2021-01-21 23:50:44 main:574] : INFO : Epoch 1799 | loss: 0.0311513 | val_loss: 0.031158 | Time: 2022.26 ms
[2021-01-21 23:50:46 main:574] : INFO : Epoch 1800 | loss: 0.031151 | val_loss: 0.0311601 | Time: 1933.58 ms
[2021-01-21 23:50:47 main:574] : INFO : Epoch 1801 | loss: 0.0311509 | val_loss: 0.0311601 | Time: 1874.89 ms
[2021-01-21 23:50:49 main:574] : INFO : Epoch 1802 | loss: 0.0311513 | val_loss: 0.0311615 | Time: 1919.13 ms
[2021-01-21 23:50:51 main:574] : INFO : Epoch 1803 | loss: 0.0311515 | val_loss: 0.0311658 | Time: 2032.75 ms
[2021-01-21 23:50:54 main:574] : INFO : Epoch 1804 | loss: 0.0311527 | val_loss: 0.0311603 | Time: 2002.62 ms
[2021-01-21 23:50:55 main:574] : INFO : Epoch 1805 | loss: 0.0311511 | val_loss: 0.0311574 | Time: 1905.29 ms
[2021-01-21 23:50:57 main:574] : INFO : Epoch 1806 | loss: 0.0311507 | val_loss: 0.0311586 | Time: 1902.94 ms
[2021-01-21 23:50:59 main:574] : INFO : Epoch 1807 | loss: 0.0311516 | val_loss: 0.0311575 | Time: 2004.24 ms
[2021-01-21 23:51:01 main:574] : INFO : Epoch 1808 | loss: 0.0311511 | val_loss: 0.0311639 | Time: 1898.38 ms
[2021-01-21 23:51:03 main:574] : INFO : Epoch 1809 | loss: 0.0311512 | val_loss: 0.0311592 | Time: 1981.93 ms
[2021-01-21 23:51:05 main:574] : INFO : Epoch 1810 | loss: 0.0311522 | val_loss: 0.0311627 | Time: 1895.86 ms
[2021-01-21 23:51:07 main:574] : INFO : Epoch 1811 | loss: 0.0311555 | val_loss: 0.0311593 | Time: 1910.72 ms
[2021-01-21 23:51:09 main:574] : INFO : Epoch 1812 | loss: 0.0311529 | val_loss: 0.0311572 | Time: 2090.8 ms
[2021-01-21 23:51:11 main:574] : INFO : Epoch 1813 | loss: 0.0311531 | val_loss: 0.0311574 | Time: 2037.63 ms
[2021-01-21 23:51:13 main:574] : INFO : Epoch 1814 | loss: 0.0311518 | val_loss: 0.0311575 | Time: 1956.99 ms
[2021-01-21 23:51:15 main:574] : INFO : Epoch 1815 | loss: 0.0311541 | val_loss: 0.0311592 | Time: 1921.21 ms
[2021-01-21 23:51:17 main:574] : INFO : Epoch 1816 | loss: 0.031153 | val_loss: 0.031162 | Time: 1945.65 ms
[2021-01-21 23:51:19 main:574] : INFO : Epoch 1817 | loss: 0.0311513 | val_loss: 0.0311578 | Time: 1894.36 ms
[2021-01-21 23:51:21 main:574] : INFO : Epoch 1818 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 1891.6 ms
[2021-01-21 23:51:23 main:574] : INFO : Epoch 1819 | loss: 0.0311541 | val_loss: 0.0311626 | Time: 2131.72 ms
[2021-01-21 23:51:25 main:574] : INFO : Epoch 1820 | loss: 0.0311513 | val_loss: 0.0311594 | Time: 1901.14 ms
[2021-01-21 23:51:27 main:574] : INFO : Epoch 1821 | loss: 0.0311532 | val_loss: 0.0311603 | Time: 1879.71 ms
[2021-01-21 23:51:29 main:574] : INFO : Epoch 1822 | loss: 0.0311515 | val_loss: 0.0311591 | Time: 1941 ms
[2021-01-21 23:51:31 main:574] : INFO : Epoch 1823 | loss: 0.0311504 | val_loss: 0.0311588 | Time: 1899.61 ms
[2021-01-21 23:51:33 main:574] : INFO : Epoch 1824 | loss: 0.0311494 | val_loss: 0.0311642 | Time: 1907.84 ms
[2021-01-21 23:51:35 main:574] : INFO : Epoch 1825 | loss: 0.0311501 | val_loss: 0.0311579 | Time: 1924.86 ms
[2021-01-21 23:51:37 main:574] : INFO : Epoch 1826 | loss: 0.0311523 | val_loss: 0.031164 | Time: 2112.79 ms
[2021-01-21 23:51:39 main:574] : INFO : Epoch 1827 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 2169.73 ms
[2021-01-21 23:51:41 main:574] : INFO : Epoch 1828 | loss: 0.031153 | val_loss: 0.0311597 | Time: 1911.71 ms
[2021-01-21 23:51:43 main:574] : INFO : Epoch 1829 | loss: 0.0311515 | val_loss: 0.031163 | Time: 2017.78 ms
[2021-01-21 23:51:45 main:574] : INFO : Epoch 1830 | loss: 0.0311551 | val_loss: 0.0311706 | Time: 1950.12 ms
[2021-01-21 23:51:47 main:574] : INFO : Epoch 1831 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 1922.09 ms
[2021-01-21 23:51:49 main:574] : INFO : Epoch 1832 | loss: 0.0311554 | val_loss: 0.0311598 | Time: 1949 ms
[2021-01-21 23:51:51 main:574] : INFO : Epoch 1833 | loss: 0.0311529 | val_loss: 0.0311578 | Time: 2102.38 ms
[2021-01-21 23:51:53 main:574] : INFO : Epoch 1834 | loss: 0.0311513 | val_loss: 0.0311571 | Time: 1932.29 ms
[2021-01-21 23:51:55 main:574] : INFO : Epoch 1835 | loss: 0.0311507 | val_loss: 0.031159 | Time: 1919 ms
[2021-01-21 23:51:57 main:574] : INFO : Epoch 1836 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 2071.64 ms
[2021-01-21 23:51:59 main:574] : INFO : Epoch 1837 | loss: 0.0311515 | val_loss: 0.031158 | Time: 1948.51 ms
[2021-01-21 23:52:01 main:574] : INFO : Epoch 1838 | loss: 0.0311544 | val_loss: 0.0311704 | Time: 2104.76 ms
[2021-01-21 23:52:03 main:574] : INFO : Epoch 1839 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 1940.32 ms
[2021-01-21 23:52:06 main:574] : INFO : Epoch 1840 | loss: 0.0311511 | val_loss: 0.0311579 | Time: 2060.9 ms
[2021-01-21 23:52:07 main:574] : INFO : Epoch 1841 | loss: 0.0311506 | val_loss: 0.0311601 | Time: 1904.5 ms
[2021-01-21 23:52:09 main:574] : INFO : Epoch 1842 | loss: 0.0311543 | val_loss: 0.0311616 | Time: 1910.61 ms
[2021-01-21 23:52:11 main:574] : INFO : Epoch 1843 | loss: 0.0311517 | val_loss: 0.0311608 | Time: 1903.76 ms
[2021-01-21 23:52:13 main:574] : INFO : Epoch 1844 | loss: 0.0311532 | val_loss: 0.031164 | Time: 1934.04 ms
[2021-01-21 23:52:15 main:574] : INFO : Epoch 1845 | loss: 0.0311522 | val_loss: 0.0311574 | Time: 2061.51 ms
[2021-01-21 23:52:18 main:574] : INFO : Epoch 1846 | loss: 0.0311496 | val_loss: 0.0311586 | Time: 2084.8 ms
[2021-01-21 23:52:20 main:574] : INFO : Epoch 1847 | loss: 0.0311493 | val_loss: 0.0311595 | Time: 1898.39 ms
[2021-01-21 23:52:21 main:574] : INFO : Epoch 1848 | loss: 0.0311511 | val_loss: 0.0311604 | Time: 1945.79 ms
[2021-01-21 23:52:23 main:574] : INFO : Epoch 1849 | loss: 0.0311529 | val_loss: 0.0311643 | Time: 1923.63 ms
[2021-01-21 23:52:25 main:574] : INFO : Epoch 1850 | loss: 0.0311599 | val_loss: 0.0311768 | Time: 1947.48 ms
[2021-01-21 23:52:27 main:574] : INFO : Epoch 1851 | loss: 0.0321447 | val_loss: 0.0325452 | Time: 1912.05 ms
[2021-01-21 23:52:29 main:574] : INFO : Epoch 1852 | loss: 0.0337521 | val_loss: 0.0417187 | Time: 2013.23 ms
[2021-01-21 23:52:31 main:574] : INFO : Epoch 1853 | loss: 0.0326268 | val_loss: 0.0314116 | Time: 2025.94 ms
[2021-01-21 23:52:33 main:574] : INFO : Epoch 1854 | loss: 0.0312725 | val_loss: 0.0312213 | Time: 1970.63 ms
[2021-01-21 23:52:35 main:574] : INFO : Epoch 1855 | loss: 0.0311853 | val_loss: 0.0311732 | Time: 1922.18 ms
[2021-01-21 23:52:37 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 2020.88 ms
[2021-01-21 23:52:40 main:574] : INFO : Epoch 1857 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 1976.31 ms
[2021-01-21 23:52:42 main:574] : INFO : Epoch 1858 | loss: 0.0311578 | val_loss: 0.0311617 | Time: 2090.97 ms
[2021-01-21 23:52:44 main:574] : INFO : Epoch 1859 | loss: 0.0311554 | val_loss: 0.0311615 | Time: 1920.24 ms
[2021-01-21 23:52:46 main:574] : INFO : Epoch 1860 | loss: 0.0311559 | val_loss: 0.031161 | Time: 1899.56 ms
[2021-01-21 23:52:48 main:574] : INFO : Epoch 1861 | loss: 0.0311553 | val_loss: 0.0311604 | Time: 1994.47 ms
[2021-01-21 23:52:50 main:574] : INFO : Epoch 1862 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 1935.37 ms
[2021-01-21 23:52:52 main:574] : INFO : Epoch 1863 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1926.37 ms
[2021-01-21 23:52:54 main:574] : INFO : Epoch 1864 | loss: 0.0311553 | val_loss: 0.0311608 | Time: 2013.61 ms
[2021-01-21 23:52:56 main:574] : INFO : Epoch 1865 | loss: 0.0311558 | val_loss: 0.0311603 | Time: 2075.35 ms
[2021-01-21 23:52:58 main:574] : INFO : Epoch 1866 | loss: 0.0311549 | val_loss: 0.0311606 | Time: 1990.01 ms
[2021-01-21 23:53:00 main:574] : INFO : Epoch 1867 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 1961.97 ms
[2021-01-21 23:53:02 main:574] : INFO : Epoch 1868 | loss: 0.0311567 | val_loss: 0.0311612 | Time: 1985.74 ms
[2021-01-21 23:53:04 main:574] : INFO : Epoch 1869 | loss: 0.0311556 | val_loss: 0.031161 | Time: 1941.31 ms
[2021-01-21 23:53:06 main:574] : INFO : Epoch 1870 | loss: 0.0311553 | val_loss: 0.0311614 | Time: 1922.39 ms
[2021-01-21 23:53:08 main:574] : INFO : Epoch 1871 | loss: 0.031157 | val_loss: 0.031169 | Time: 1932.89 ms
[2021-01-21 23:53:10 main:574] : INFO : Epoch 1872 | loss: 0.0311577 | val_loss: 0.0311612 | Time: 1947.8 ms
[2021-01-21 23:53:12 main:574] : INFO : Epoch 1873 | loss: 0.0311558 | val_loss: 0.0311604 | Time: 1938.05 ms
[2021-01-21 23:53:14 main:574] : INFO : Epoch 1874 | loss: 0.0311549 | val_loss: 0.0311605 | Time: 1974.82 ms
[2021-01-21 23:53:16 main:574] : INFO : Epoch 1875 | loss: 0.0311564 | val_loss: 0.0311583 | Time: 2033.47 ms
[2021-01-21 23:53:18 main:574] : INFO : Epoch 1876 | loss: 0.0311555 | val_loss: 0.031159 | Time: 1979.62 ms
[2021-01-21 23:53:20 main:574] : INFO : Epoch 1877 | loss: 0.0311548 | val_loss: 0.031166 | Time: 1898.09 ms
[2021-01-21 23:53:22 main:574] : INFO : Epoch 1878 | loss: 0.0311543 | val_loss: 0.0311592 | Time: 1930.5 ms
[2021-01-21 23:53:24 main:574] : INFO : Epoch 1879 | loss: 0.0311531 | val_loss: 0.031159 | Time: 1954.42 ms
[2021-01-21 23:53:26 main:574] : INFO : Epoch 1880 | loss: 0.031153 | val_loss: 0.031158 | Time: 1930.89 ms
[2021-01-21 23:53:28 main:574] : INFO : Epoch 1881 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 2127.84 ms
[2021-01-21 23:53:30 main:574] : INFO : Epoch 1882 | loss: 0.0311583 | val_loss: 0.0311597 | Time: 1970.95 ms
[2021-01-21 23:53:32 main:574] : INFO : Epoch 1883 | loss: 0.0311544 | val_loss: 0.031161 | Time: 1946.88 ms
[2021-01-21 23:53:34 main:574] : INFO : Epoch 1884 | loss: 0.0311539 | val_loss: 0.0311596 | Time: 1960.78 ms
[2021-01-21 23:53:36 main:574] : INFO : Epoch 1885 | loss: 0.0311529 | val_loss: 0.0311603 | Time: 1901.19 ms
[2021-01-21 23:53:38 main:574] : INFO : Epoch 1886 | loss: 0.031153 | val_loss: 0.0311612 | Time: 1969.23 ms
[2021-01-21 23:53:40 main:574] : INFO : Epoch 1887 | loss: 0.0311529 | val_loss: 0.0311597 | Time: 1928.55 ms
[2021-01-21 23:53:41 main:574] : INFO : Epoch 1888 | loss: 0.031153 | val_loss: 0.0311589 | Time: 1939.03 ms
[2021-01-21 23:53:44 main:574] : INFO : Epoch 1889 | loss: 0.0311526 | val_loss: 0.0311575 | Time: 2010.98 ms
[2021-01-21 23:53:45 main:574] : INFO : Epoch 1890 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 1927.59 ms
[2021-01-21 23:53:47 main:574] : INFO : Epoch 1891 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 1923.57 ms
[2021-01-21 23:53:50 main:574] : INFO : Epoch 1892 | loss: 0.0311532 | val_loss: 0.0311585 | Time: 2076.37 ms
[2021-01-21 23:53:52 main:574] : INFO : Epoch 1893 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2000.15 ms
[2021-01-21 23:53:54 main:574] : INFO : Epoch 1894 | loss: 0.0311514 | val_loss: 0.0311597 | Time: 1927.13 ms
[2021-01-21 23:53:56 main:574] : INFO : Epoch 1895 | loss: 0.0311514 | val_loss: 0.03116 | Time: 1997.42 ms
[2021-01-21 23:53:58 main:574] : INFO : Epoch 1896 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 1923.27 ms
[2021-01-21 23:53:59 main:574] : INFO : Epoch 1897 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 1890.51 ms
[2021-01-21 23:54:01 main:574] : INFO : Epoch 1898 | loss: 0.0311535 | val_loss: 0.0311613 | Time: 1895.68 ms
[2021-01-21 23:54:03 main:574] : INFO : Epoch 1899 | loss: 0.0311559 | val_loss: 0.0311665 | Time: 2014.49 ms
[2021-01-21 23:54:06 main:574] : INFO : Epoch 1900 | loss: 0.031155 | val_loss: 0.0311608 | Time: 2034.07 ms
[2021-01-21 23:54:08 main:574] : INFO : Epoch 1901 | loss: 0.031151 | val_loss: 0.0311601 | Time: 1973.04 ms
[2021-01-21 23:54:10 main:574] : INFO : Epoch 1902 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 1950.47 ms
[2021-01-21 23:54:11 main:574] : INFO : Epoch 1903 | loss: 0.0311547 | val_loss: 0.0311628 | Time: 1921.7 ms
[2021-01-21 23:54:13 main:574] : INFO : Epoch 1904 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 1895.84 ms
[2021-01-21 23:54:16 main:574] : INFO : Epoch 1905 | loss: 0.0311546 | val_loss: 0.0311601 | Time: 2191.2 ms
[2021-01-21 23:54:18 main:574] : INFO : Epoch 1906 | loss: 0.0311549 | val_loss: 0.03116 | Time: 1963.59 ms
[2021-01-21 23:54:20 main:574] : INFO : Epoch 1907 | loss: 0.0311552 | val_loss: 0.031161 | Time: 1919.33 ms
[2021-01-21 23:54:22 main:574] : INFO : Epoch 1908 | loss: 0.0311553 | val_loss: 0.0311658 | Time: 1994.29 ms
[2021-01-21 23:54:24 main:574] : INFO : Epoch 1909 | loss: 0.0311532 | val_loss: 0.0311592 | Time: 1990.53 ms
[2021-01-21 23:54:26 main:574] : INFO : Epoch 1910 | loss: 0.0311533 | val_loss: 0.0311593 | Time: 1954.53 ms
[2021-01-21 23:54:28 main:574] : INFO : Epoch 1911 | loss: 0.0311515 | val_loss: 0.0311593 | Time: 1975.26 ms
[2021-01-21 23:54:30 main:574] : INFO : Epoch 1912 | loss: 0.0311525 | val_loss: 0.0311597 | Time: 1997.56 ms
[2021-01-21 23:54:32 main:574] : INFO : Epoch 1913 | loss: 0.0311528 | val_loss: 0.0311609 | Time: 2173.07 ms
[2021-01-21 23:54:34 main:574] : INFO : Epoch 1914 | loss: 0.0311533 | val_loss: 0.031163 | Time: 1918.65 ms
[2021-01-21 23:54:36 main:574] : INFO : Epoch 1915 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 1988.8 ms
[2021-01-21 23:54:38 main:574] : INFO : Epoch 1916 | loss: 0.0311532 | val_loss: 0.0311591 | Time: 2028.35 ms
[2021-01-21 23:54:40 main:574] : INFO : Epoch 1917 | loss: 0.0311548 | val_loss: 0.0311597 | Time: 2099.4 ms
[2021-01-21 23:54:42 main:574] : INFO : Epoch 1918 | loss: 0.031153 | val_loss: 0.0311595 | Time: 2011.67 ms
[2021-01-21 23:54:44 main:574] : INFO : Epoch 1919 | loss: 0.0311536 | val_loss: 0.03116 | Time: 1986.37 ms
[2021-01-21 23:54:46 main:574] : INFO : Epoch 1920 | loss: 0.0311507 | val_loss: 0.031161 | Time: 1912.13 ms
[2021-01-21 23:54:48 main:574] : INFO : Epoch 1921 | loss: 0.0311514 | val_loss: 0.0311595 | Time: 2100.14 ms
[2021-01-21 23:54:50 main:574] : INFO : Epoch 1922 | loss: 0.0311513 | val_loss: 0.0311596 | Time: 1917.49 ms
[2021-01-21 23:54:52 main:574] : INFO : Epoch 1923 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 2000.02 ms
[2021-01-21 23:54:54 main:574] : INFO : Epoch 1924 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 2109.31 ms
[2021-01-21 23:54:56 main:574] : INFO : Epoch 1925 | loss: 0.0311504 | val_loss: 0.03116 | Time: 1903.07 ms
[2021-01-21 23:54:58 main:574] : INFO : Epoch 1926 | loss: 0.0311506 | val_loss: 0.0311625 | Time: 1990.98 ms
[2021-01-21 23:55:00 main:574] : INFO : Epoch 1927 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 1938.2 ms
[2021-01-21 23:55:02 main:574] : INFO : Epoch 1928 | loss: 0.0311517 | val_loss: 0.0311629 | Time: 1999.31 ms
[2021-01-21 23:55:04 main:574] : INFO : Epoch 1929 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 1911.3 ms
[2021-01-21 23:55:06 main:574] : INFO : Epoch 1930 | loss: 0.0311526 | val_loss: 0.0311668 | Time: 2115.2 ms
[2021-01-21 23:55:08 main:574] : INFO : Epoch 1931 | loss: 0.0311527 | val_loss: 0.0311603 | Time: 2081.12 ms
[2021-01-21 23:55:10 main:574] : INFO : Epoch 1932 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 1914.73 ms
[2021-01-21 23:55:12 main:574] : INFO : Epoch 1933 | loss: 0.0311514 | val_loss: 0.0311609 | Time: 1912.12 ms
[2021-01-21 23:55:14 main:574] : INFO : Epoch 1934 | loss: 0.0311512 | val_loss: 0.0311636 | Time: 1910.79 ms
[2021-01-21 23:55:16 main:574] : INFO : Epoch 1935 | loss: 0.0311507 | val_loss: 0.0311604 | Time: 1899.73 ms
[2021-01-21 23:55:18 main:574] : INFO : Epoch 1936 | loss: 0.0311503 | val_loss: 0.0311621 | Time: 1911.3 ms
[2021-01-21 23:55:20 main:574] : INFO : Epoch 1937 | loss: 0.031152 | val_loss: 0.0311613 | Time: 2021.07 ms
[2021-01-21 23:55:22 main:574] : INFO : Epoch 1938 | loss: 0.0311509 | val_loss: 0.031164 | Time: 1986.2 ms
[2021-01-21 23:55:24 main:574] : INFO : Epoch 1939 | loss: 0.0311516 | val_loss: 0.031161 | Time: 1970.2 ms
[2021-01-21 23:55:26 main:574] : INFO : Epoch 1940 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 2066.33 ms
[2021-01-21 23:55:28 main:574] : INFO : Epoch 1941 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 2012.64 ms
[2021-01-21 23:55:30 main:574] : INFO : Epoch 1942 | loss: 0.0311524 | val_loss: 0.0311634 | Time: 1961.42 ms
[2021-01-21 23:55:32 main:574] : INFO : Epoch 1943 | loss: 0.0311537 | val_loss: 0.0311635 | Time: 1924.41 ms
[2021-01-21 23:55:34 main:574] : INFO : Epoch 1944 | loss: 0.031153 | val_loss: 0.031163 | Time: 1901.18 ms
[2021-01-21 23:55:36 main:574] : INFO : Epoch 1945 | loss: 0.0311535 | val_loss: 0.0311626 | Time: 1917.74 ms
[2021-01-21 23:55:38 main:574] : INFO : Epoch 1946 | loss: 0.0311544 | val_loss: 0.0311614 | Time: 1917.58 ms
[2021-01-21 23:55:40 main:574] : INFO : Epoch 1947 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 1941.92 ms
[2021-01-21 23:55:42 main:574] : INFO : Epoch 1948 | loss: 0.0311541 | val_loss: 0.0311603 | Time: 1980.14 ms
[2021-01-21 23:55:44 main:574] : INFO : Epoch 1949 | loss: 0.0311568 | val_loss: 0.0311607 | Time: 1946.4 ms
[2021-01-21 23:55:46 main:574] : INFO : Epoch 1950 | loss: 0.0311556 | val_loss: 0.0311651 | Time: 2109.11 ms
[2021-01-21 23:55:48 main:574] : INFO : Epoch 1951 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 1947.93 ms
[2021-01-21 23:55:50 main:574] : INFO : Epoch 1952 | loss: 0.0311524 | val_loss: 0.0311602 | Time: 1936.31 ms
[2021-01-21 23:55:52 main:574] : INFO : Epoch 1953 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 1926.72 ms
[2021-01-21 23:55:54 main:574] : INFO : Epoch 1954 | loss: 0.0311534 | val_loss: 0.0311619 | Time: 1948.35 ms
[2021-01-21 23:55:56 main:574] : INFO : Epoch 1955 | loss: 0.0311515 | val_loss: 0.0311599 | Time: 1945.96 ms
[2021-01-21 23:55:58 main:574] : INFO : Epoch 1956 | loss: 0.031152 | val_loss: 0.0311621 | Time: 1897.17 ms
[2021-01-21 23:56:00 main:574] : INFO : Epoch 1957 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 2124.45 ms
[2021-01-21 23:56:02 main:574] : INFO : Epoch 1958 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 2071.29 ms
[2021-01-21 23:56:04 main:574] : INFO : Epoch 1959 | loss: 0.031151 | val_loss: 0.0311626 | Time: 1978.8 ms
[2021-01-21 23:56:06 main:574] : INFO : Epoch 1960 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 1930.55 ms
[2021-01-21 23:56:08 main:574] : INFO : Epoch 1961 | loss: 0.03115 | val_loss: 0.0311619 | Time: 1994.8 ms
[2021-01-21 23:56:10 main:574] : INFO : Epoch 1962 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 1889.6 ms
[2021-01-21 23:56:12 main:574] : INFO : Epoch 1963 | loss: 0.0311508 | val_loss: 0.0311622 | Time: 1973.29 ms
[2021-01-21 23:56:14 main:574] : INFO : Epoch 1964 | loss: 0.03115 | val_loss: 0.0311603 | Time: 1911.17 ms
[2021-01-21 23:56:16 main:574] : INFO : Epoch 1965 | loss: 0.0311496 | val_loss: 0.0311604 | Time: 1935.14 ms
[2021-01-21 23:56:18 main:574] : INFO : Epoch 1966 | loss: 0.031149 | val_loss: 0.0311597 | Time: 1942.56 ms
[2021-01-21 23:56:20 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.0311603 | Time: 1895.61 ms
[2021-01-21 23:56:22 main:574] : INFO : Epoch 1968 | loss: 0.031149 | val_loss: 0.03116 | Time: 1904.95 ms
[2021-01-21 23:56:24 main:574] : INFO : Epoch 1969 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 2050.23 ms
[2021-01-21 23:56:26 main:574] : INFO : Epoch 1970 | loss: 0.0311496 | val_loss: 0.0311595 | Time: 1971.78 ms
[2021-01-21 23:56:28 main:574] : INFO : Epoch 1971 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 1947.73 ms
[2021-01-21 23:56:30 main:574] : INFO : Epoch 1972 | loss: 0.0311494 | val_loss: 0.0311604 | Time: 2055.61 ms
[2021-01-21 23:56:32 main:574] : INFO : Epoch 1973 | loss: 0.0311504 | val_loss: 0.0311622 | Time: 1925.21 ms
[2021-01-21 23:56:34 main:574] : INFO : Epoch 1974 | loss: 0.031149 | val_loss: 0.0311608 | Time: 1922.32 ms
[2021-01-21 23:56:36 main:574] : INFO : Epoch 1975 | loss: 0.0311497 | val_loss: 0.0311635 | Time: 1944.67 ms
[2021-01-21 23:56:38 main:574] : INFO : Epoch 1976 | loss: 0.0311509 | val_loss: 0.0311594 | Time: 1966.76 ms
[2021-01-21 23:56:40 main:574] : INFO : Epoch 1977 | loss: 0.0311499 | val_loss: 0.0311624 | Time: 2137.92 ms
[2021-01-21 23:56:42 main:574] : INFO : Epoch 1978 | loss: 0.0311524 | val_loss: 0.0311594 | Time: 2000.15 ms
[2021-01-21 23:56:44 main:574] : INFO : Epoch 1979 | loss: 0.0311535 | val_loss: 0.0311606 | Time: 2071.12 ms
[2021-01-21 23:56:46 main:574] : INFO : Epoch 1980 | loss: 0.0311531 | val_loss: 0.0311611 | Time: 1964.69 ms
[2021-01-21 23:56:48 main:574] : INFO : Epoch 1981 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 1916.02 ms
[2021-01-21 23:56:50 main:574] : INFO : Epoch 1982 | loss: 0.0311535 | val_loss: 0.0311625 | Time: 1924.43 ms
[2021-01-21 23:56:52 main:574] : INFO : Epoch 1983 | loss: 0.0311529 | val_loss: 0.0311631 | Time: 1983.24 ms
[2021-01-21 23:56:54 main:574] : INFO : Epoch 1984 | loss: 0.0311522 | val_loss: 0.0311589 | Time: 2089.57 ms
[2021-01-21 23:56:57 main:574] : INFO : Epoch 1985 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 1997.26 ms
[2021-01-21 23:56:58 main:574] : INFO : Epoch 1986 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 1927.49 ms
[2021-01-21 23:57:00 main:574] : INFO : Epoch 1987 | loss: 0.0311508 | val_loss: 0.031161 | Time: 1912.06 ms
[2021-01-21 23:57:02 main:574] : INFO : Epoch 1988 | loss: 0.0311507 | val_loss: 0.031161 | Time: 1982.16 ms
[2021-01-21 23:57:05 main:574] : INFO : Epoch 1989 | loss: 0.0311495 | val_loss: 0.0311613 | Time: 2113.55 ms
[2021-01-21 23:57:07 main:574] : INFO : Epoch 1990 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 1979.6 ms
[2021-01-21 23:57:09 main:574] : INFO : Epoch 1991 | loss: 0.0311526 | val_loss: 0.0311621 | Time: 1944.29 ms
[2021-01-21 23:57:11 main:574] : INFO : Epoch 1992 | loss: 0.0311567 | val_loss: 0.0311608 | Time: 1984.14 ms
[2021-01-21 23:57:13 main:574] : INFO : Epoch 1993 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 2029.52 ms
[2021-01-21 23:57:15 main:574] : INFO : Epoch 1994 | loss: 0.0311543 | val_loss: 0.0311628 | Time: 2075.32 ms
[2021-01-21 23:57:17 main:574] : INFO : Epoch 1995 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 2099.84 ms
[2021-01-21 23:57:19 main:574] : INFO : Epoch 1996 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 1945.54 ms
[2021-01-21 23:57:21 main:574] : INFO : Epoch 1997 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 2019.98 ms
[2021-01-21 23:57:23 main:574] : INFO : Epoch 1998 | loss: 0.0311536 | val_loss: 0.0311623 | Time: 1982.9 ms
[2021-01-21 23:57:25 main:574] : INFO : Epoch 1999 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 1950.27 ms
[2021-01-21 23:57:27 main:574] : INFO : Epoch 2000 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 1947.37 ms
[2021-01-21 23:57:29 main:574] : INFO : Epoch 2001 | loss: 0.0311528 | val_loss: 0.0311607 | Time: 1936.74 ms
[2021-01-21 23:57:31 main:574] : INFO : Epoch 2002 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 1951.44 ms
[2021-01-21 23:57:33 main:574] : INFO : Epoch 2003 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 1930.06 ms
[2021-01-21 23:57:35 main:574] : INFO : Epoch 2004 | loss: 0.0311538 | val_loss: 0.031163 | Time: 1958.39 ms
[2021-01-21 23:57:37 main:574] : INFO : Epoch 2005 | loss: 0.031152 | val_loss: 0.0311639 | Time: 2171.73 ms
[2021-01-21 23:57:39 main:574] : INFO : Epoch 2006 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 1939.29 ms
[2021-01-21 23:57:41 main:574] : INFO : Epoch 2007 | loss: 0.0311504 | val_loss: 0.0311622 | Time: 2064.6 ms
[2021-01-21 23:57:43 main:574] : INFO : Epoch 2008 | loss: 0.0311515 | val_loss: 0.0311625 | Time: 2045.7 ms
[2021-01-21 23:57:45 main:574] : INFO : Epoch 2009 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 1962.16 ms
[2021-01-21 23:57:47 main:574] : INFO : Epoch 2010 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 1959 ms
[2021-01-21 23:57:49 main:574] : INFO : Epoch 2011 | loss: 0.0311528 | val_loss: 0.0311628 | Time: 1953.71 ms
[2021-01-21 23:57:51 main:574] : INFO : Epoch 2012 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 2044.63 ms
[2021-01-21 23:57:53 main:574] : INFO : Epoch 2013 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 2137.1 ms
[2021-01-21 23:57:55 main:574] : INFO : Epoch 2014 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 1920.88 ms
[2021-01-21 23:57:57 main:574] : INFO : Epoch 2015 | loss: 0.0311536 | val_loss: 0.0311623 | Time: 1943.39 ms
[2021-01-21 23:57:59 main:574] : INFO : Epoch 2016 | loss: 0.0311524 | val_loss: 0.0311639 | Time: 1886.9 ms
[2021-01-21 23:58:01 main:574] : INFO : Epoch 2017 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 1938.48 ms
[2021-01-21 23:58:03 main:574] : INFO : Epoch 2018 | loss: 0.0311523 | val_loss: 0.0311613 | Time: 2022.95 ms
[2021-01-21 23:58:05 main:574] : INFO : Epoch 2019 | loss: 0.0311543 | val_loss: 0.031162 | Time: 1913.34 ms
[2021-01-21 23:58:07 main:574] : INFO : Epoch 2020 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 1999.08 ms
[2021-01-21 23:58:09 main:574] : INFO : Epoch 2021 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 2040.88 ms
[2021-01-21 23:58:11 main:574] : INFO : Epoch 2022 | loss: 0.031154 | val_loss: 0.0311601 | Time: 2061.33 ms
[2021-01-21 23:58:13 main:574] : INFO : Epoch 2023 | loss: 0.0311514 | val_loss: 0.0311736 | Time: 1936.6 ms
[2021-01-21 23:58:15 main:574] : INFO : Epoch 2024 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 1960.91 ms
[2021-01-21 23:58:17 main:574] : INFO : Epoch 2025 | loss: 0.0311573 | val_loss: 0.031164 | Time: 1972.55 ms
[2021-01-21 23:58:19 main:574] : INFO : Epoch 2026 | loss: 0.0311534 | val_loss: 0.0311629 | Time: 1921.13 ms
[2021-01-21 23:58:21 main:574] : INFO : Epoch 2027 | loss: 0.0311517 | val_loss: 0.0311666 | Time: 1929.02 ms
[2021-01-21 23:58:23 main:574] : INFO : Epoch 2028 | loss: 0.0311534 | val_loss: 0.031162 | Time: 1920.42 ms
[2021-01-21 23:58:25 main:574] : INFO : Epoch 2029 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 2005.72 ms
[2021-01-21 23:58:27 main:574] : INFO : Epoch 2030 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 1932.37 ms
[2021-01-21 23:58:29 main:574] : INFO : Epoch 2031 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 1912.25 ms
[2021-01-21 23:58:31 main:574] : INFO : Epoch 2032 | loss: 0.0311533 | val_loss: 0.031164 | Time: 1902.78 ms
[2021-01-21 23:58:33 main:574] : INFO : Epoch 2033 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 1891.44 ms
[2021-01-21 23:58:35 main:574] : INFO : Epoch 2034 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 1890.05 ms
[2021-01-21 23:58:37 main:574] : INFO : Epoch 2035 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 1879.38 ms
[2021-01-21 23:58:39 main:574] : INFO : Epoch 2036 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 1933.93 ms
[2021-01-21 23:58:41 main:574] : INFO : Epoch 2037 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 1910.69 ms
[2021-01-21 23:58:43 main:574] : INFO : Epoch 2038 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 1914.32 ms
[2021-01-21 23:58:44 main:574] : INFO : Epoch 2039 | loss: 0.0311529 | val_loss: 0.031162 | Time: 1886.11 ms
[2021-01-21 23:58:46 main:574] : INFO : Epoch 2040 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 1918.71 ms
[2021-01-21 23:58:48 main:574] : INFO : Epoch 2041 | loss: 0.0311528 | val_loss: 0.0311658 | Time: 1898.56 ms
[2021-01-21 23:58:50 main:574] : INFO : Epoch 2042 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 1967.63 ms
[2021-01-21 23:58:52 main:574] : INFO : Epoch 2043 | loss: 0.0311544 | val_loss: 0.0311618 | Time: 2125.54 ms
[2021-01-21 23:58:54 main:574] : INFO : Epoch 2044 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 1926.86 ms
[2021-01-21 23:58:56 main:574] : INFO : Epoch 2045 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 1910.45 ms
[2021-01-21 23:58:58 main:574] : INFO : Epoch 2046 | loss: 0.0311582 | val_loss: 0.0311634 | Time: 1948.33 ms
[2021-01-21 23:59:00 main:574] : INFO : Epoch 2047 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 1964.2 ms
[2021-01-21 23:59:02 main:574] : INFO : Epoch 2048 | loss: 0.0311561 | val_loss: 0.0311643 | Time: 1940.72 ms
[2021-01-21 23:59:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311643
[2021-01-21 23:59:02 main:603] : INFO : Saving end state to config to file
[2021-01-21 23:59:02 main:608] : INFO : Success, exiting..
23:59:02 (14504): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)