Task 3750096
| Name | ParityModified-1609262877-9685-5_1 |
| Workunit | 1906469 |
| Created | 21 Jan 2021, 14:24:39 UTC |
| Sent | 21 Jan 2021, 14:28:21 UTC |
| Report deadline | 28 Jan 2021, 14:28:21 UTC |
| Received | 21 Jan 2021, 16:41:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 7 min 2 sec |
| CPU time | 1 hours 3 min 46 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: 0.0311593 | val_loss: 0.0311628 | Time: 2082.55 ms
[2021-01-21 07:25:06 main:574] : INFO : Epoch 1543 | loss: 0.0311601 | val_loss: 0.0311644 | Time: 1991.12 ms
[2021-01-21 07:25:07 main:574] : INFO : Epoch 1544 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 1863.35 ms
[2021-01-21 07:25:09 main:574] : INFO : Epoch 1545 | loss: 0.0311598 | val_loss: 0.0311614 | Time: 1904.46 ms
[2021-01-21 07:25:11 main:574] : INFO : Epoch 1546 | loss: 0.0311627 | val_loss: 0.0311602 | Time: 2025.06 ms
[2021-01-21 07:25:13 main:574] : INFO : Epoch 1547 | loss: 0.0311602 | val_loss: 0.0311623 | Time: 1888.13 ms
[2021-01-21 07:25:15 main:574] : INFO : Epoch 1548 | loss: 0.031162 | val_loss: 0.0311643 | Time: 1922.71 ms
[2021-01-21 07:25:17 main:574] : INFO : Epoch 1549 | loss: 0.0311581 | val_loss: 0.0311619 | Time: 2040.27 ms
[2021-01-21 07:25:19 main:574] : INFO : Epoch 1550 | loss: 0.0311574 | val_loss: 0.0311626 | Time: 1945.72 ms
[2021-01-21 07:25:21 main:574] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311616 | Time: 1971.11 ms
[2021-01-21 07:25:23 main:574] : INFO : Epoch 1552 | loss: 0.0311564 | val_loss: 0.0311615 | Time: 1940.71 ms
[2021-01-21 07:25:25 main:574] : INFO : Epoch 1553 | loss: 0.0311558 | val_loss: 0.0311643 | Time: 1874.63 ms
[2021-01-21 07:25:27 main:574] : INFO : Epoch 1554 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 1897.78 ms
[2021-01-21 07:25:29 main:574] : INFO : Epoch 1555 | loss: 0.0311597 | val_loss: 0.0311651 | Time: 1895.05 ms
[2021-01-21 07:25:31 main:574] : INFO : Epoch 1556 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 1866.27 ms
[2021-01-21 07:25:33 main:574] : INFO : Epoch 1557 | loss: 0.0311609 | val_loss: 0.0311635 | Time: 1868.5 ms
[2021-01-21 07:25:35 main:574] : INFO : Epoch 1558 | loss: 0.0311633 | val_loss: 0.0311632 | Time: 1864.68 ms
[2021-01-21 07:25:37 main:574] : INFO : Epoch 1559 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 1995.52 ms
[2021-01-21 07:25:39 main:574] : INFO : Epoch 1560 | loss: 0.0311594 | val_loss: 0.0311622 | Time: 1860.95 ms
[2021-01-21 07:25:41 main:574] : INFO : Epoch 1561 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 1997.74 ms
[2021-01-21 07:25:43 main:574] : INFO : Epoch 1562 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 1868.88 ms
[2021-01-21 07:25:45 main:574] : INFO : Epoch 1563 | loss: 0.0311584 | val_loss: 0.031177 | Time: 1901.28 ms
[2021-01-21 07:25:47 main:574] : INFO : Epoch 1564 | loss: 0.0311611 | val_loss: 0.0311627 | Time: 1898.97 ms
[2021-01-21 07:25:49 main:574] : INFO : Epoch 1565 | loss: 0.0311581 | val_loss: 0.0311624 | Time: 1904.44 ms
[2021-01-21 07:25:51 main:574] : INFO : Epoch 1566 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 1919.15 ms
[2021-01-21 07:25:53 main:574] : INFO : Epoch 1567 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 2028.32 ms
[2021-01-21 07:25:55 main:574] : INFO : Epoch 1568 | loss: 0.0311594 | val_loss: 0.0311627 | Time: 1971.51 ms
[2021-01-21 07:25:57 main:574] : INFO : Epoch 1569 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 1916.68 ms
[2021-01-21 07:25:59 main:574] : INFO : Epoch 1570 | loss: 0.0311571 | val_loss: 0.031164 | Time: 1904.42 ms
[2021-01-21 07:26:01 main:574] : INFO : Epoch 1571 | loss: 0.0311599 | val_loss: 0.0311604 | Time: 1942.1 ms
[2021-01-21 07:26:03 main:574] : INFO : Epoch 1572 | loss: 0.0311583 | val_loss: 0.0311628 | Time: 1954.82 ms
[2021-01-21 07:26:05 main:574] : INFO : Epoch 1573 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 1918.58 ms
[2021-01-21 07:26:07 main:574] : INFO : Epoch 1574 | loss: 0.0311599 | val_loss: 0.0311658 | Time: 1924.34 ms
[2021-01-21 07:26:09 main:574] : INFO : Epoch 1575 | loss: 0.0311601 | val_loss: 0.0311619 | Time: 1948.02 ms
[2021-01-21 07:26:11 main:574] : INFO : Epoch 1576 | loss: 0.0311591 | val_loss: 0.0311606 | Time: 1998.42 ms
[2021-01-21 07:26:12 main:574] : INFO : Epoch 1577 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1869.49 ms
[2021-01-21 07:26:14 main:574] : INFO : Epoch 1578 | loss: 0.0311568 | val_loss: 0.0311605 | Time: 1893.25 ms
[2021-01-21 07:26:16 main:574] : INFO : Epoch 1579 | loss: 0.0311556 | val_loss: 0.031162 | Time: 1933.58 ms
[2021-01-21 07:26:18 main:574] : INFO : Epoch 1580 | loss: 0.0311567 | val_loss: 0.0311628 | Time: 1914.46 ms
[2021-01-21 07:26:20 main:574] : INFO : Epoch 1581 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 2034.7 ms
[2021-01-21 07:26:22 main:574] : INFO : Epoch 1582 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 1939.74 ms
[2021-01-21 07:26:24 main:574] : INFO : Epoch 1583 | loss: 0.0311624 | val_loss: 0.031163 | Time: 1901.38 ms
[2021-01-21 07:26:26 main:574] : INFO : Epoch 1584 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 1990.11 ms
[2021-01-21 07:26:28 main:574] : INFO : Epoch 1585 | loss: 0.0311594 | val_loss: 0.0311594 | Time: 2019.82 ms
[2021-01-21 07:26:30 main:574] : INFO : Epoch 1586 | loss: 0.031158 | val_loss: 0.0311632 | Time: 2004.34 ms
[2021-01-21 07:26:32 main:574] : INFO : Epoch 1587 | loss: 0.0311594 | val_loss: 0.0311621 | Time: 2061.35 ms
[2021-01-21 07:26:34 main:574] : INFO : Epoch 1588 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 1905.41 ms
[2021-01-21 07:26:36 main:574] : INFO : Epoch 1589 | loss: 0.0311554 | val_loss: 0.0311608 | Time: 1933.52 ms
[2021-01-21 07:26:38 main:574] : INFO : Epoch 1590 | loss: 0.0311547 | val_loss: 0.0311637 | Time: 1887.49 ms
[2021-01-21 07:26:40 main:574] : INFO : Epoch 1591 | loss: 0.0311546 | val_loss: 0.0311607 | Time: 1876.02 ms
[2021-01-21 07:26:42 main:574] : INFO : Epoch 1592 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 1978.78 ms
[2021-01-21 07:26:44 main:574] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.031162 | Time: 1884.23 ms
[2021-01-21 07:26:46 main:574] : INFO : Epoch 1594 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 1858.07 ms
[2021-01-21 07:26:48 main:574] : INFO : Epoch 1595 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 1861.83 ms
[2021-01-21 07:26:50 main:574] : INFO : Epoch 1596 | loss: 0.0311546 | val_loss: 0.0311632 | Time: 1976.55 ms
[2021-01-21 07:26:52 main:574] : INFO : Epoch 1597 | loss: 0.0311554 | val_loss: 0.0311646 | Time: 1909.68 ms
[2021-01-21 07:26:54 main:574] : INFO : Epoch 1598 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 1905.62 ms
[2021-01-21 07:26:56 main:574] : INFO : Epoch 1599 | loss: 0.0311568 | val_loss: 0.0311732 | Time: 1882.88 ms
[2021-01-21 07:26:58 main:574] : INFO : Epoch 1600 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 1893.39 ms
[2021-01-21 07:27:00 main:574] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311614 | Time: 2042.07 ms
[2021-01-21 07:27:02 main:574] : INFO : Epoch 1602 | loss: 0.0311531 | val_loss: 0.0311616 | Time: 2053.9 ms
[2021-01-21 07:27:04 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311612 | Time: 2046.4 ms
[2021-01-21 07:27:06 main:574] : INFO : Epoch 1604 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 2041.45 ms
[2021-01-21 07:27:08 main:574] : INFO : Epoch 1605 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 2008.05 ms
[2021-01-21 07:27:10 main:574] : INFO : Epoch 1606 | loss: 0.0311556 | val_loss: 0.0311585 | Time: 1916.73 ms
[2021-01-21 07:27:12 main:574] : INFO : Epoch 1607 | loss: 0.0311553 | val_loss: 0.0311599 | Time: 2013.04 ms
[2021-01-21 07:27:14 main:574] : INFO : Epoch 1608 | loss: 0.0311525 | val_loss: 0.0311586 | Time: 1935.17 ms
[2021-01-21 07:27:16 main:574] : INFO : Epoch 1609 | loss: 0.0311535 | val_loss: 0.0311616 | Time: 2026.1 ms
[2021-01-21 07:27:18 main:574] : INFO : Epoch 1610 | loss: 0.0311554 | val_loss: 0.03116 | Time: 1955.14 ms
[2021-01-21 07:27:20 main:574] : INFO : Epoch 1611 | loss: 0.0311566 | val_loss: 0.0311627 | Time: 1878.04 ms
[2021-01-21 07:27:22 main:574] : INFO : Epoch 1612 | loss: 0.0311569 | val_loss: 0.0311596 | Time: 1923.07 ms
[2021-01-21 07:27:24 main:574] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311619 | Time: 1889.2 ms
[2021-01-21 07:27:26 main:574] : INFO : Epoch 1614 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 1914.47 ms
[2021-01-21 07:27:28 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311609 | Time: 1895.34 ms
[2021-01-21 07:27:30 main:574] : INFO : Epoch 1616 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 1906.45 ms
[2021-01-21 07:27:32 main:574] : INFO : Epoch 1617 | loss: 0.0311591 | val_loss: 0.0311626 | Time: 1940.17 ms
[2021-01-21 07:27:34 main:574] : INFO : Epoch 1618 | loss: 0.0311573 | val_loss: 0.0311596 | Time: 1980.14 ms
[2021-01-21 07:27:36 main:574] : INFO : Epoch 1619 | loss: 0.0311514 | val_loss: 0.0311592 | Time: 1889.3 ms
[2021-01-21 07:27:38 main:574] : INFO : Epoch 1620 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 1945.95 ms
[2021-01-21 07:27:40 main:574] : INFO : Epoch 1621 | loss: 0.0311531 | val_loss: 0.031159 | Time: 1898.28 ms
[2021-01-21 07:27:42 main:574] : INFO : Epoch 1622 | loss: 0.0311535 | val_loss: 0.0311598 | Time: 1923.92 ms
[2021-01-21 07:27:44 main:574] : INFO : Epoch 1623 | loss: 0.0311525 | val_loss: 0.0311596 | Time: 1885.32 ms
[2021-01-21 07:27:46 main:574] : INFO : Epoch 1624 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 1869.44 ms
[2021-01-21 07:27:48 main:574] : INFO : Epoch 1625 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 1949.16 ms
[2021-01-21 07:27:49 main:574] : INFO : Epoch 1626 | loss: 0.0311583 | val_loss: 0.0311636 | Time: 1877.56 ms
[2021-01-21 07:27:51 main:574] : INFO : Epoch 1627 | loss: 0.0311524 | val_loss: 0.0311606 | Time: 1877.34 ms
[2021-01-21 07:27:53 main:574] : INFO : Epoch 1628 | loss: 0.0311512 | val_loss: 0.0311623 | Time: 1945.02 ms
[2021-01-21 07:27:55 main:574] : INFO : Epoch 1629 | loss: 0.0311505 | val_loss: 0.0311617 | Time: 1948.3 ms
[2021-01-21 07:27:57 main:574] : INFO : Epoch 1630 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 1909.5 ms
[2021-01-21 07:27:59 main:574] : INFO : Epoch 1631 | loss: 0.0311502 | val_loss: 0.0311612 | Time: 1888.1 ms
[2021-01-21 07:28:01 main:574] : INFO : Epoch 1632 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 1905.16 ms
[2021-01-21 07:28:03 main:574] : INFO : Epoch 1633 | loss: 0.0311525 | val_loss: 0.0311637 | Time: 1934.33 ms
[2021-01-21 07:28:05 main:574] : INFO : Epoch 1634 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 1880.42 ms
[2021-01-21 07:28:07 main:574] : INFO : Epoch 1635 | loss: 0.031156 | val_loss: 0.0311661 | Time: 1880.2 ms
[2021-01-21 07:28:09 main:574] : INFO : Epoch 1636 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 1918.69 ms
[2021-01-21 07:28:11 main:574] : INFO : Epoch 1637 | loss: 0.031161 | val_loss: 0.0311693 | Time: 1876.54 ms
[2021-01-21 07:28:13 main:574] : INFO : Epoch 1638 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 1862.14 ms
[2021-01-21 07:28:15 main:574] : INFO : Epoch 1639 | loss: 0.0311609 | val_loss: 0.0311633 | Time: 2086.47 ms
[2021-01-21 07:28:17 main:574] : INFO : Epoch 1640 | loss: 0.0311587 | val_loss: 0.0311618 | Time: 1963.14 ms
[2021-01-21 07:28:19 main:574] : INFO : Epoch 1641 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 1987.04 ms
[2021-01-21 07:28:21 main:574] : INFO : Epoch 1642 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 1957.8 ms
[2021-01-21 07:28:23 main:574] : INFO : Epoch 1643 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 1948.83 ms
[2021-01-21 07:28:25 main:574] : INFO : Epoch 1644 | loss: 0.0311591 | val_loss: 0.031172 | Time: 1884.29 ms
[2021-01-21 07:28:27 main:574] : INFO : Epoch 1645 | loss: 0.0311579 | val_loss: 0.0311689 | Time: 1918.41 ms
[2021-01-21 07:28:29 main:574] : INFO : Epoch 1646 | loss: 0.0311571 | val_loss: 0.0311731 | Time: 1986.11 ms
[2021-01-21 07:28:31 main:574] : INFO : Epoch 1647 | loss: 0.0311607 | val_loss: 0.031171 | Time: 1902.64 ms
[2021-01-21 07:28:33 main:574] : INFO : Epoch 1648 | loss: 0.0311594 | val_loss: 0.0311689 | Time: 1870.77 ms
[2021-01-21 07:28:35 main:574] : INFO : Epoch 1649 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 1940.17 ms
[2021-01-21 07:28:37 main:574] : INFO : Epoch 1650 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 1922.91 ms
[2021-01-21 07:28:39 main:574] : INFO : Epoch 1651 | loss: 0.0311573 | val_loss: 0.0311703 | Time: 1944.12 ms
[2021-01-21 07:28:41 main:574] : INFO : Epoch 1652 | loss: 0.0311572 | val_loss: 0.031168 | Time: 1926.52 ms
[2021-01-21 07:28:42 main:574] : INFO : Epoch 1653 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 1904.78 ms
[2021-01-21 07:28:44 main:574] : INFO : Epoch 1654 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 1877.38 ms
[2021-01-21 07:28:46 main:574] : INFO : Epoch 1655 | loss: 0.0311584 | val_loss: 0.0311667 | Time: 1929.13 ms
[2021-01-21 07:28:48 main:574] : INFO : Epoch 1656 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 1927.44 ms
[2021-01-21 07:28:50 main:574] : INFO : Epoch 1657 | loss: 0.0311582 | val_loss: 0.0311647 | Time: 1862.51 ms
[2021-01-21 07:28:52 main:574] : INFO : Epoch 1658 | loss: 0.0311571 | val_loss: 0.031166 | Time: 1867.03 ms
[2021-01-21 07:28:54 main:574] : INFO : Epoch 1659 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 1883.39 ms
[2021-01-21 07:28:56 main:574] : INFO : Epoch 1660 | loss: 0.0311552 | val_loss: 0.0311655 | Time: 1870.87 ms
[2021-01-21 07:28:58 main:574] : INFO : Epoch 1661 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 1947.42 ms
[2021-01-21 07:29:00 main:574] : INFO : Epoch 1662 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 1861.48 ms
[2021-01-21 07:29:02 main:574] : INFO : Epoch 1663 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 1883.61 ms
[2021-01-21 07:29:04 main:574] : INFO : Epoch 1664 | loss: 0.0311551 | val_loss: 0.0311631 | Time: 1912.61 ms
[2021-01-21 07:29:06 main:574] : INFO : Epoch 1665 | loss: 0.0311532 | val_loss: 0.031162 | Time: 1910.93 ms
[2021-01-21 07:29:08 main:574] : INFO : Epoch 1666 | loss: 0.0311524 | val_loss: 0.0311609 | Time: 1936.35 ms
[2021-01-21 07:29:10 main:574] : INFO : Epoch 1667 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 1930.79 ms
[2021-01-21 07:29:12 main:574] : INFO : Epoch 1668 | loss: 0.0311601 | val_loss: 0.0311637 | Time: 1935.41 ms
[2021-01-21 07:29:13 main:574] : INFO : Epoch 1669 | loss: 0.0311587 | val_loss: 0.0311662 | Time: 1881.3 ms
[2021-01-21 07:29:16 main:574] : INFO : Epoch 1670 | loss: 0.0311658 | val_loss: 0.0311824 | Time: 2041.07 ms
[2021-01-21 07:29:17 main:574] : INFO : Epoch 1671 | loss: 0.0311642 | val_loss: 0.0311659 | Time: 1872.59 ms
[2021-01-21 07:29:19 main:574] : INFO : Epoch 1672 | loss: 0.0311589 | val_loss: 0.031161 | Time: 1922.66 ms
[2021-01-21 07:29:21 main:574] : INFO : Epoch 1673 | loss: 0.0311569 | val_loss: 0.0311616 | Time: 2004.41 ms
[2021-01-21 07:29:23 main:574] : INFO : Epoch 1674 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 1895.61 ms
[2021-01-21 07:29:25 main:574] : INFO : Epoch 1675 | loss: 0.0311566 | val_loss: 0.0311623 | Time: 2054.69 ms
[2021-01-21 07:29:27 main:574] : INFO : Epoch 1676 | loss: 0.0311557 | val_loss: 0.0311624 | Time: 1859.79 ms
[2021-01-21 07:29:29 main:574] : INFO : Epoch 1677 | loss: 0.031154 | val_loss: 0.0311636 | Time: 1877.11 ms
[2021-01-21 07:29:31 main:574] : INFO : Epoch 1678 | loss: 0.0311551 | val_loss: 0.0311644 | Time: 1879.19 ms
[2021-01-21 07:29:33 main:574] : INFO : Epoch 1679 | loss: 0.0311584 | val_loss: 0.031164 | Time: 1944.06 ms
[2021-01-21 07:29:35 main:574] : INFO : Epoch 1680 | loss: 0.0311573 | val_loss: 0.0311608 | Time: 1879.37 ms
[2021-01-21 07:29:37 main:574] : INFO : Epoch 1681 | loss: 0.0311556 | val_loss: 0.0311619 | Time: 1902.21 ms
[2021-01-21 07:29:39 main:574] : INFO : Epoch 1682 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 1878.63 ms
[2021-01-21 07:29:41 main:574] : INFO : Epoch 1683 | loss: 0.0311554 | val_loss: 0.0311617 | Time: 1857.34 ms
[2021-01-21 07:29:42 main:574] : INFO : Epoch 1684 | loss: 0.031159 | val_loss: 0.0311634 | Time: 1861.35 ms
[2021-01-21 07:29:44 main:574] : INFO : Epoch 1685 | loss: 0.0311579 | val_loss: 0.0311644 | Time: 1918.57 ms
[2021-01-21 07:29:46 main:574] : INFO : Epoch 1686 | loss: 0.0311568 | val_loss: 0.0311611 | Time: 1902.58 ms
[2021-01-21 07:29:48 main:574] : INFO : Epoch 1687 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 1999.58 ms
[2021-01-21 07:29:50 main:574] : INFO : Epoch 1688 | loss: 0.0311575 | val_loss: 0.031162 | Time: 1895.04 ms
[2021-01-21 07:29:52 main:574] : INFO : Epoch 1689 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 1956.37 ms
[2021-01-21 07:29:54 main:574] : INFO : Epoch 1690 | loss: 0.0311575 | val_loss: 0.031162 | Time: 1958.67 ms
[2021-01-21 07:29:56 main:574] : INFO : Epoch 1691 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 1875.92 ms
[2021-01-21 07:29:58 main:574] : INFO : Epoch 1692 | loss: 0.0311648 | val_loss: 0.0311651 | Time: 1873.52 ms
[2021-01-21 07:30:00 main:574] : INFO : Epoch 1693 | loss: 0.0311614 | val_loss: 0.0311633 | Time: 1996.46 ms
[2021-01-21 07:30:02 main:574] : INFO : Epoch 1694 | loss: 0.0311605 | val_loss: 0.0311656 | Time: 1948.98 ms
[2021-01-21 07:30:04 main:574] : INFO : Epoch 1695 | loss: 0.0311632 | val_loss: 0.0311651 | Time: 1980.89 ms
[2021-01-21 07:30:06 main:574] : INFO : Epoch 1696 | loss: 0.0311618 | val_loss: 0.0311693 | Time: 1929.99 ms
[2021-01-21 07:30:08 main:574] : INFO : Epoch 1697 | loss: 0.0311608 | val_loss: 0.0311643 | Time: 1886.71 ms
[2021-01-21 07:30:10 main:574] : INFO : Epoch 1698 | loss: 0.0311587 | val_loss: 0.031166 | Time: 1945.76 ms
[2021-01-21 07:30:12 main:574] : INFO : Epoch 1699 | loss: 0.0311625 | val_loss: 0.031168 | Time: 1995.65 ms
[2021-01-21 07:30:14 main:574] : INFO : Epoch 1700 | loss: 0.0311639 | val_loss: 0.0311714 | Time: 2109.41 ms
[2021-01-21 07:30:16 main:574] : INFO : Epoch 1701 | loss: 0.0311625 | val_loss: 0.0311699 | Time: 1911.03 ms
[2021-01-21 07:30:18 main:574] : INFO : Epoch 1702 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 1885.8 ms
[2021-01-21 07:30:20 main:574] : INFO : Epoch 1703 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 1894.46 ms
[2021-01-21 07:30:22 main:574] : INFO : Epoch 1704 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1863.95 ms
[2021-01-21 07:30:24 main:574] : INFO : Epoch 1705 | loss: 0.031161 | val_loss: 0.0311659 | Time: 1929.69 ms
[2021-01-21 07:30:25 main:574] : INFO : Epoch 1706 | loss: 0.0311617 | val_loss: 0.0311625 | Time: 1944.62 ms
[2021-01-21 07:30:27 main:574] : INFO : Epoch 1707 | loss: 0.031162 | val_loss: 0.0311732 | Time: 1945.83 ms
[2021-01-21 07:30:29 main:574] : INFO : Epoch 1708 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1880.16 ms
[2021-01-21 07:30:31 main:574] : INFO : Epoch 1709 | loss: 0.0311609 | val_loss: 0.031165 | Time: 1949.89 ms
[2021-01-21 07:30:33 main:574] : INFO : Epoch 1710 | loss: 0.0311594 | val_loss: 0.0311632 | Time: 1915.58 ms
[2021-01-21 07:30:35 main:574] : INFO : Epoch 1711 | loss: 0.0311586 | val_loss: 0.0311627 | Time: 1888.39 ms
[2021-01-21 07:30:37 main:574] : INFO : Epoch 1712 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 1874.69 ms
[2021-01-21 07:30:39 main:574] : INFO : Epoch 1713 | loss: 0.0311658 | val_loss: 0.0311654 | Time: 1906.13 ms
[2021-01-21 07:30:41 main:574] : INFO : Epoch 1714 | loss: 0.0311602 | val_loss: 0.0311648 | Time: 1951.33 ms
[2021-01-21 07:30:43 main:574] : INFO : Epoch 1715 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 1903.75 ms
[2021-01-21 07:30:45 main:574] : INFO : Epoch 1716 | loss: 0.0311578 | val_loss: 0.0311633 | Time: 1898.61 ms
[2021-01-21 07:30:47 main:574] : INFO : Epoch 1717 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 1950.84 ms
[2021-01-21 07:30:49 main:574] : INFO : Epoch 1718 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 1969.79 ms
[2021-01-21 07:30:51 main:574] : INFO : Epoch 1719 | loss: 0.0311568 | val_loss: 0.031166 | Time: 2129.9 ms
[2021-01-21 07:30:53 main:574] : INFO : Epoch 1720 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 1890.19 ms
[2021-01-21 07:30:55 main:574] : INFO : Epoch 1721 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 1887.66 ms
[2021-01-21 07:30:57 main:574] : INFO : Epoch 1722 | loss: 0.0311583 | val_loss: 0.0311693 | Time: 2037.32 ms
[2021-01-21 07:30:59 main:574] : INFO : Epoch 1723 | loss: 0.031157 | val_loss: 0.0311645 | Time: 1974.33 ms
[2021-01-21 07:31:01 main:574] : INFO : Epoch 1724 | loss: 0.031155 | val_loss: 0.0311667 | Time: 1916.12 ms
[2021-01-21 07:31:03 main:574] : INFO : Epoch 1725 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 1894.05 ms
[2021-01-21 07:31:05 main:574] : INFO : Epoch 1726 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 1899.37 ms
[2021-01-21 07:31:07 main:574] : INFO : Epoch 1727 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1873.8 ms
[2021-01-21 07:31:08 main:574] : INFO : Epoch 1728 | loss: 0.031153 | val_loss: 0.0311644 | Time: 1908.47 ms
[2021-01-21 07:31:10 main:574] : INFO : Epoch 1729 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 1909.87 ms
[2021-01-21 07:31:12 main:574] : INFO : Epoch 1730 | loss: 0.0311536 | val_loss: 0.0311637 | Time: 1965.14 ms
[2021-01-21 07:31:14 main:574] : INFO : Epoch 1731 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 1887.54 ms
[2021-01-21 07:31:16 main:574] : INFO : Epoch 1732 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 1990.83 ms
[2021-01-21 07:31:18 main:574] : INFO : Epoch 1733 | loss: 0.0311539 | val_loss: 0.031165 | Time: 1915.85 ms
[2021-01-21 07:31:20 main:574] : INFO : Epoch 1734 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 1882.2 ms
[2021-01-21 07:31:22 main:574] : INFO : Epoch 1735 | loss: 0.0311524 | val_loss: 0.0311632 | Time: 1910.28 ms
[2021-01-21 07:31:24 main:574] : INFO : Epoch 1736 | loss: 0.031152 | val_loss: 0.0311659 | Time: 1889.87 ms
[2021-01-21 07:31:26 main:574] : INFO : Epoch 1737 | loss: 0.0311522 | val_loss: 0.031163 | Time: 1955.44 ms
[2021-01-21 07:31:28 main:574] : INFO : Epoch 1738 | loss: 0.031155 | val_loss: 0.031162 | Time: 1889.49 ms
[2021-01-21 07:31:30 main:574] : INFO : Epoch 1739 | loss: 0.0311535 | val_loss: 0.0311634 | Time: 1919.89 ms
[2021-01-21 07:31:32 main:574] : INFO : Epoch 1740 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 1901.92 ms
[2021-01-21 07:31:34 main:574] : INFO : Epoch 1741 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 1883.69 ms
[2021-01-21 07:31:36 main:574] : INFO : Epoch 1742 | loss: 0.0311582 | val_loss: 0.0311612 | Time: 2077.42 ms
[2021-01-21 07:31:38 main:574] : INFO : Epoch 1743 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 1901.56 ms
[2021-01-21 07:31:39 main:574] : INFO : Epoch 1744 | loss: 0.0311542 | val_loss: 0.0311607 | Time: 1939.2 ms
[2021-01-21 07:31:41 main:574] : INFO : Epoch 1745 | loss: 0.0311553 | val_loss: 0.0311638 | Time: 1925.48 ms
[2021-01-21 07:31:43 main:574] : INFO : Epoch 1746 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 1986.78 ms
[2021-01-21 07:31:45 main:574] : INFO : Epoch 1747 | loss: 0.0311551 | val_loss: 0.0311626 | Time: 1870.32 ms
[2021-01-21 07:31:47 main:574] : INFO : Epoch 1748 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 2057.09 ms
[2021-01-21 07:31:49 main:574] : INFO : Epoch 1749 | loss: 0.0311527 | val_loss: 0.0311619 | Time: 1894.3 ms
[2021-01-21 07:31:51 main:574] : INFO : Epoch 1750 | loss: 0.0311526 | val_loss: 0.0311655 | Time: 1890.19 ms
[2021-01-21 07:31:53 main:574] : INFO : Epoch 1751 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 2037.58 ms
[2021-01-21 07:31:55 main:574] : INFO : Epoch 1752 | loss: 0.0311556 | val_loss: 0.0311675 | Time: 1905.54 ms
[2021-01-21 07:31:57 main:574] : INFO : Epoch 1753 | loss: 0.0311573 | val_loss: 0.0311638 | Time: 2048.17 ms
[2021-01-21 07:31:59 main:574] : INFO : Epoch 1754 | loss: 0.0311563 | val_loss: 0.0311639 | Time: 1947.48 ms
[2021-01-21 07:32:01 main:574] : INFO : Epoch 1755 | loss: 0.0311563 | val_loss: 0.0311693 | Time: 1875.85 ms
[2021-01-21 07:32:03 main:574] : INFO : Epoch 1756 | loss: 0.0311573 | val_loss: 0.0311642 | Time: 1895.68 ms
[2021-01-21 07:32:05 main:574] : INFO : Epoch 1757 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 1877.97 ms
[2021-01-21 07:32:07 main:574] : INFO : Epoch 1758 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 1935.61 ms
[2021-01-21 07:32:09 main:574] : INFO : Epoch 1759 | loss: 0.0311537 | val_loss: 0.0311627 | Time: 1880.94 ms
[2021-01-21 07:32:11 main:574] : INFO : Epoch 1760 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 1866.89 ms
[2021-01-21 07:32:13 main:574] : INFO : Epoch 1761 | loss: 0.0311584 | val_loss: 0.0311644 | Time: 1882.04 ms
[2021-01-21 07:32:15 main:574] : INFO : Epoch 1762 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 1914.47 ms
[2021-01-21 07:32:17 main:574] : INFO : Epoch 1763 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 1908.25 ms
[2021-01-21 07:32:18 main:574] : INFO : Epoch 1764 | loss: 0.0311534 | val_loss: 0.0311665 | Time: 1873.39 ms
[2021-01-21 07:32:20 main:574] : INFO : Epoch 1765 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 1897.34 ms
[2021-01-21 07:32:22 main:574] : INFO : Epoch 1766 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 1875 ms
[2021-01-21 07:32:24 main:574] : INFO : Epoch 1767 | loss: 0.0311519 | val_loss: 0.031166 | Time: 1868.78 ms
[2021-01-21 07:32:26 main:574] : INFO : Epoch 1768 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 1951.31 ms
[2021-01-21 07:32:28 main:574] : INFO : Epoch 1769 | loss: 0.031154 | val_loss: 0.0311666 | Time: 1920.52 ms
[2021-01-21 07:32:30 main:574] : INFO : Epoch 1770 | loss: 0.0311523 | val_loss: 0.0311654 | Time: 1881 ms
[2021-01-21 07:32:32 main:574] : INFO : Epoch 1771 | loss: 0.0311509 | val_loss: 0.0311679 | Time: 1872.21 ms
[2021-01-21 07:32:34 main:574] : INFO : Epoch 1772 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 1938.02 ms
[2021-01-21 07:32:36 main:574] : INFO : Epoch 1773 | loss: 0.0311542 | val_loss: 0.0311652 | Time: 1956.23 ms
[2021-01-21 07:32:38 main:574] : INFO : Epoch 1774 | loss: 0.0311518 | val_loss: 0.0311637 | Time: 1904.21 ms
[2021-01-21 07:32:40 main:574] : INFO : Epoch 1775 | loss: 0.0311516 | val_loss: 0.0311693 | Time: 2021.9 ms
[2021-01-21 07:32:42 main:574] : INFO : Epoch 1776 | loss: 0.0311518 | val_loss: 0.0311682 | Time: 1899.3 ms
[2021-01-21 07:32:44 main:574] : INFO : Epoch 1777 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 1855.54 ms
[2021-01-21 07:32:45 main:574] : INFO : Epoch 1778 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 1918.54 ms
[2021-01-21 07:32:47 main:574] : INFO : Epoch 1779 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 1916.6 ms
[2021-01-21 07:32:49 main:574] : INFO : Epoch 1780 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2010.43 ms
[2021-01-21 07:32:51 main:574] : INFO : Epoch 1781 | loss: 0.0311542 | val_loss: 0.031163 | Time: 1923.67 ms
[2021-01-21 07:32:53 main:574] : INFO : Epoch 1782 | loss: 0.0311549 | val_loss: 0.0311632 | Time: 1898.6 ms
[2021-01-21 07:32:55 main:574] : INFO : Epoch 1783 | loss: 0.0311583 | val_loss: 0.0311656 | Time: 1911.85 ms
[2021-01-21 07:32:57 main:574] : INFO : Epoch 1784 | loss: 0.031155 | val_loss: 0.0311639 | Time: 1880.61 ms
[2021-01-21 07:32:59 main:574] : INFO : Epoch 1785 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 1913.85 ms
[2021-01-21 07:33:01 main:574] : INFO : Epoch 1786 | loss: 0.0311536 | val_loss: 0.0311622 | Time: 1991.47 ms
[2021-01-21 07:33:03 main:574] : INFO : Epoch 1787 | loss: 0.031155 | val_loss: 0.0311654 | Time: 1896.35 ms
[2021-01-21 07:33:05 main:574] : INFO : Epoch 1788 | loss: 0.0311554 | val_loss: 0.0311614 | Time: 1996.56 ms
[2021-01-21 07:33:07 main:574] : INFO : Epoch 1789 | loss: 0.0311554 | val_loss: 0.0311606 | Time: 1939.12 ms
[2021-01-21 07:33:09 main:574] : INFO : Epoch 1790 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 1885.43 ms
[2021-01-21 07:33:11 main:574] : INFO : Epoch 1791 | loss: 0.0311549 | val_loss: 0.0311606 | Time: 2044.66 ms
[2021-01-21 07:33:13 main:574] : INFO : Epoch 1792 | loss: 0.0311531 | val_loss: 0.0311614 | Time: 1952.08 ms
[2021-01-21 07:33:15 main:574] : INFO : Epoch 1793 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 1895.92 ms
[2021-01-21 07:33:17 main:574] : INFO : Epoch 1794 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 1883.05 ms
[2021-01-21 07:33:19 main:574] : INFO : Epoch 1795 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 1910.78 ms
[2021-01-21 07:33:21 main:574] : INFO : Epoch 1796 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 1908.86 ms
[2021-01-21 07:33:23 main:574] : INFO : Epoch 1797 | loss: 0.031152 | val_loss: 0.0311639 | Time: 2054.94 ms
[2021-01-21 07:33:25 main:574] : INFO : Epoch 1798 | loss: 0.0311521 | val_loss: 0.0311692 | Time: 1876.16 ms
[2021-01-21 07:33:26 main:574] : INFO : Epoch 1799 | loss: 0.0311516 | val_loss: 0.0311669 | Time: 1934.41 ms
[2021-01-21 07:33:28 main:574] : INFO : Epoch 1800 | loss: 0.0311532 | val_loss: 0.0311693 | Time: 1882.26 ms
[2021-01-21 07:33:30 main:574] : INFO : Epoch 1801 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 1932.1 ms
[2021-01-21 07:33:32 main:574] : INFO : Epoch 1802 | loss: 0.0311551 | val_loss: 0.0311676 | Time: 1901.12 ms
[2021-01-21 07:33:34 main:574] : INFO : Epoch 1803 | loss: 0.031154 | val_loss: 0.0311693 | Time: 1864.75 ms
[2021-01-21 07:33:36 main:574] : INFO : Epoch 1804 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1905.27 ms
[2021-01-21 07:33:38 main:574] : INFO : Epoch 1805 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 1990.5 ms
[2021-01-21 07:33:40 main:574] : INFO : Epoch 1806 | loss: 0.031152 | val_loss: 0.0311682 | Time: 1885.79 ms
[2021-01-21 07:33:42 main:574] : INFO : Epoch 1807 | loss: 0.0311553 | val_loss: 0.0311643 | Time: 1892.42 ms
[2021-01-21 07:33:44 main:574] : INFO : Epoch 1808 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 1879.49 ms
[2021-01-21 07:33:46 main:574] : INFO : Epoch 1809 | loss: 0.031152 | val_loss: 0.0311625 | Time: 1864.88 ms
[2021-01-21 07:33:48 main:574] : INFO : Epoch 1810 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 1934.02 ms
[2021-01-21 07:33:50 main:574] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311604 | Time: 1977.79 ms
[2021-01-21 07:33:51 main:574] : INFO : Epoch 1812 | loss: 0.03115 | val_loss: 0.0311621 | Time: 1889.15 ms
[2021-01-21 07:33:53 main:574] : INFO : Epoch 1813 | loss: 0.031151 | val_loss: 0.0311616 | Time: 1873.07 ms
[2021-01-21 07:33:55 main:574] : INFO : Epoch 1814 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1895.48 ms
[2021-01-21 07:33:57 main:574] : INFO : Epoch 1815 | loss: 0.0311511 | val_loss: 0.031162 | Time: 1926.45 ms
[2021-01-21 07:33:59 main:574] : INFO : Epoch 1816 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 1934.07 ms
[2021-01-21 07:34:01 main:574] : INFO : Epoch 1817 | loss: 0.0311498 | val_loss: 0.0311609 | Time: 1853.3 ms
[2021-01-21 07:34:03 main:574] : INFO : Epoch 1818 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 1874.72 ms
[2021-01-21 07:34:05 main:574] : INFO : Epoch 1819 | loss: 0.0311492 | val_loss: 0.0311622 | Time: 1954.1 ms
[2021-01-21 07:34:07 main:574] : INFO : Epoch 1820 | loss: 0.0311505 | val_loss: 0.0311657 | Time: 2014.63 ms
[2021-01-21 07:34:09 main:574] : INFO : Epoch 1821 | loss: 0.0311495 | val_loss: 0.0311674 | Time: 1963.42 ms
[2021-01-21 07:34:11 main:574] : INFO : Epoch 1822 | loss: 0.031151 | val_loss: 0.0311729 | Time: 1908.05 ms
[2021-01-21 07:34:13 main:574] : INFO : Epoch 1823 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 1865.29 ms
[2021-01-21 07:34:15 main:574] : INFO : Epoch 1824 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 1885.86 ms
[2021-01-21 07:34:17 main:574] : INFO : Epoch 1825 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1866.29 ms
[2021-01-21 07:34:19 main:574] : INFO : Epoch 1826 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 1971.98 ms
[2021-01-21 07:34:21 main:574] : INFO : Epoch 1827 | loss: 0.0311555 | val_loss: 0.0311628 | Time: 1896.18 ms
[2021-01-21 07:34:23 main:574] : INFO : Epoch 1828 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 1895.98 ms
[2021-01-21 07:34:25 main:574] : INFO : Epoch 1829 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 1919.9 ms
[2021-01-21 07:34:27 main:574] : INFO : Epoch 1830 | loss: 0.0311575 | val_loss: 0.0311602 | Time: 1989.87 ms
[2021-01-21 07:34:29 main:574] : INFO : Epoch 1831 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1913.9 ms
[2021-01-21 07:34:31 main:574] : INFO : Epoch 1832 | loss: 0.0311562 | val_loss: 0.0311621 | Time: 2003.66 ms
[2021-01-21 07:34:33 main:574] : INFO : Epoch 1833 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 1959.74 ms
[2021-01-21 07:34:34 main:574] : INFO : Epoch 1834 | loss: 0.0311569 | val_loss: 0.0311658 | Time: 1960.75 ms
[2021-01-21 07:34:37 main:574] : INFO : Epoch 1835 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 2039.17 ms
[2021-01-21 07:34:38 main:574] : INFO : Epoch 1836 | loss: 0.0311534 | val_loss: 0.031166 | Time: 1934.62 ms
[2021-01-21 07:34:40 main:574] : INFO : Epoch 1837 | loss: 0.0311527 | val_loss: 0.0311642 | Time: 1948.71 ms
[2021-01-21 07:34:42 main:574] : INFO : Epoch 1838 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 1927.5 ms
[2021-01-21 07:34:44 main:574] : INFO : Epoch 1839 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 1903.76 ms
[2021-01-21 07:34:46 main:574] : INFO : Epoch 1840 | loss: 0.0311539 | val_loss: 0.0311619 | Time: 1872.64 ms
[2021-01-21 07:34:48 main:574] : INFO : Epoch 1841 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 1914.34 ms
[2021-01-21 07:34:50 main:574] : INFO : Epoch 1842 | loss: 0.0311518 | val_loss: 0.0311648 | Time: 1940.13 ms
[2021-01-21 07:34:52 main:574] : INFO : Epoch 1843 | loss: 0.0311507 | val_loss: 0.0311631 | Time: 1924.92 ms
[2021-01-21 07:34:54 main:574] : INFO : Epoch 1844 | loss: 0.0311506 | val_loss: 0.0311637 | Time: 2013.44 ms
[2021-01-21 07:34:56 main:574] : INFO : Epoch 1845 | loss: 0.0311501 | val_loss: 0.0311642 | Time: 1901.51 ms
[2021-01-21 07:34:58 main:574] : INFO : Epoch 1846 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 2047.88 ms
[2021-01-21 07:35:00 main:574] : INFO : Epoch 1847 | loss: 0.0311501 | val_loss: 0.0311635 | Time: 1871.77 ms
[2021-01-21 07:35:02 main:574] : INFO : Epoch 1848 | loss: 0.031149 | val_loss: 0.031164 | Time: 1857.58 ms
[2021-01-21 07:35:04 main:574] : INFO : Epoch 1849 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 1903.65 ms
[2021-01-21 07:35:06 main:574] : INFO : Epoch 1850 | loss: 0.0311513 | val_loss: 0.0311761 | Time: 2078.04 ms
[2021-01-21 07:35:08 main:574] : INFO : Epoch 1851 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 1872.93 ms
[2021-01-21 07:35:10 main:574] : INFO : Epoch 1852 | loss: 0.0311488 | val_loss: 0.0311655 | Time: 1913.64 ms
[2021-01-21 07:35:12 main:574] : INFO : Epoch 1853 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 1952.78 ms
[2021-01-21 07:35:14 main:574] : INFO : Epoch 1854 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 1947.2 ms
[2021-01-21 07:35:16 main:574] : INFO : Epoch 1855 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 1897.56 ms
[2021-01-21 07:35:18 main:574] : INFO : Epoch 1856 | loss: 0.0311482 | val_loss: 0.0311643 | Time: 1969.59 ms
[2021-01-21 07:35:20 main:574] : INFO : Epoch 1857 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 1925.3 ms
[2021-01-21 07:35:22 main:574] : INFO : Epoch 1858 | loss: 0.0311506 | val_loss: 0.0311643 | Time: 1987.19 ms
[2021-01-21 07:35:24 main:574] : INFO : Epoch 1859 | loss: 0.0311514 | val_loss: 0.0311683 | Time: 1935.29 ms
[2021-01-21 07:35:26 main:574] : INFO : Epoch 1860 | loss: 0.0311514 | val_loss: 0.0311639 | Time: 2030.73 ms
[2021-01-21 07:35:28 main:574] : INFO : Epoch 1861 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 1896.59 ms
[2021-01-21 07:35:30 main:574] : INFO : Epoch 1862 | loss: 0.0311495 | val_loss: 0.0311634 | Time: 1964.82 ms
[2021-01-21 07:35:32 main:574] : INFO : Epoch 1863 | loss: 0.0311501 | val_loss: 0.0311639 | Time: 2073.93 ms
[2021-01-21 07:35:34 main:574] : INFO : Epoch 1864 | loss: 0.0311514 | val_loss: 0.0311655 | Time: 1916.57 ms
[2021-01-21 07:35:36 main:574] : INFO : Epoch 1865 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 1883.44 ms
[2021-01-21 07:35:37 main:574] : INFO : Epoch 1866 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 1888.8 ms
[2021-01-21 07:35:40 main:574] : INFO : Epoch 1867 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2061.56 ms
[2021-01-21 07:35:41 main:574] : INFO : Epoch 1868 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 1870.48 ms
[2021-01-21 07:35:43 main:574] : INFO : Epoch 1869 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 1910.81 ms
[2021-01-21 07:35:45 main:574] : INFO : Epoch 1870 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 2059.81 ms
[2021-01-21 07:35:47 main:574] : INFO : Epoch 1871 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 1880.8 ms
[2021-01-21 07:35:49 main:574] : INFO : Epoch 1872 | loss: 0.0311491 | val_loss: 0.031166 | Time: 2014.5 ms
[2021-01-21 07:35:51 main:574] : INFO : Epoch 1873 | loss: 0.0311515 | val_loss: 0.031166 | Time: 1936.56 ms
[2021-01-21 07:35:53 main:574] : INFO : Epoch 1874 | loss: 0.0311527 | val_loss: 0.0311669 | Time: 1884.48 ms
[2021-01-21 07:35:55 main:574] : INFO : Epoch 1875 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 1943.06 ms
[2021-01-21 07:35:57 main:574] : INFO : Epoch 1876 | loss: 0.0311471 | val_loss: 0.031161 | Time: 1911.54 ms
[2021-01-21 07:35:59 main:574] : INFO : Epoch 1877 | loss: 0.031148 | val_loss: 0.0311628 | Time: 1962.01 ms
[2021-01-21 07:36:01 main:574] : INFO : Epoch 1878 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 1945.65 ms
[2021-01-21 07:36:03 main:574] : INFO : Epoch 1879 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 1936.6 ms
[2021-01-21 07:36:05 main:574] : INFO : Epoch 1880 | loss: 0.0311516 | val_loss: 0.0311661 | Time: 1872.5 ms
[2021-01-21 07:36:07 main:574] : INFO : Epoch 1881 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 2028.03 ms
[2021-01-21 07:36:09 main:574] : INFO : Epoch 1882 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1915.77 ms
[2021-01-21 07:36:11 main:574] : INFO : Epoch 1883 | loss: 0.031152 | val_loss: 0.0311634 | Time: 2098.24 ms
[2021-01-21 07:36:13 main:574] : INFO : Epoch 1884 | loss: 0.0311518 | val_loss: 0.0311661 | Time: 1921.05 ms
[2021-01-21 07:36:15 main:574] : INFO : Epoch 1885 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 1868.73 ms
[2021-01-21 07:36:17 main:574] : INFO : Epoch 1886 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 1986.09 ms
[2021-01-21 07:36:19 main:574] : INFO : Epoch 1887 | loss: 0.0311479 | val_loss: 0.031162 | Time: 1978.99 ms
[2021-01-21 07:36:21 main:574] : INFO : Epoch 1888 | loss: 0.0311496 | val_loss: 0.0311636 | Time: 1861.9 ms
[2021-01-21 07:36:23 main:574] : INFO : Epoch 1889 | loss: 0.0311481 | val_loss: 0.0311634 | Time: 1890.37 ms
[2021-01-21 07:36:25 main:574] : INFO : Epoch 1890 | loss: 0.0311498 | val_loss: 0.0311651 | Time: 1901.9 ms
[2021-01-21 07:36:27 main:574] : INFO : Epoch 1891 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 1911.83 ms
[2021-01-21 07:36:28 main:574] : INFO : Epoch 1892 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 1895.89 ms
[2021-01-21 07:36:30 main:574] : INFO : Epoch 1893 | loss: 0.0311498 | val_loss: 0.0311646 | Time: 1944.79 ms
[2021-01-21 07:36:32 main:574] : INFO : Epoch 1894 | loss: 0.0311491 | val_loss: 0.031162 | Time: 1901.62 ms
[2021-01-21 07:36:34 main:574] : INFO : Epoch 1895 | loss: 0.0311461 | val_loss: 0.0311648 | Time: 1968.33 ms
[2021-01-21 07:36:36 main:574] : INFO : Epoch 1896 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 1943.1 ms
[2021-01-21 07:36:38 main:574] : INFO : Epoch 1897 | loss: 0.0311454 | val_loss: 0.0311614 | Time: 1944.21 ms
[2021-01-21 07:36:40 main:574] : INFO : Epoch 1898 | loss: 0.0311459 | val_loss: 0.0311644 | Time: 1943.46 ms
[2021-01-21 07:36:42 main:574] : INFO : Epoch 1899 | loss: 0.0311489 | val_loss: 0.031162 | Time: 1921.53 ms
[2021-01-21 07:36:44 main:574] : INFO : Epoch 1900 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 1964.16 ms
[2021-01-21 07:36:46 main:574] : INFO : Epoch 1901 | loss: 0.031148 | val_loss: 0.0311647 | Time: 1996.44 ms
[2021-01-21 07:36:48 main:574] : INFO : Epoch 1902 | loss: 0.0311476 | val_loss: 0.0311691 | Time: 1939.85 ms
[2021-01-21 07:36:50 main:574] : INFO : Epoch 1903 | loss: 0.0311513 | val_loss: 0.031164 | Time: 1881.94 ms
[2021-01-21 07:36:52 main:574] : INFO : Epoch 1904 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 1865.6 ms
[2021-01-21 07:36:54 main:574] : INFO : Epoch 1905 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 1888.29 ms
[2021-01-21 07:36:56 main:574] : INFO : Epoch 1906 | loss: 0.0311489 | val_loss: 0.0311629 | Time: 1946.2 ms
[2021-01-21 07:36:58 main:574] : INFO : Epoch 1907 | loss: 0.0311488 | val_loss: 0.0311624 | Time: 1891.98 ms
[2021-01-21 07:37:00 main:574] : INFO : Epoch 1908 | loss: 0.0311534 | val_loss: 0.0311709 | Time: 1954.19 ms
[2021-01-21 07:37:02 main:574] : INFO : Epoch 1909 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 2004.96 ms
[2021-01-21 07:37:04 main:574] : INFO : Epoch 1910 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 1937.69 ms
[2021-01-21 07:37:06 main:574] : INFO : Epoch 1911 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 1927.25 ms
[2021-01-21 07:37:07 main:574] : INFO : Epoch 1912 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 1920.31 ms
[2021-01-21 07:37:09 main:574] : INFO : Epoch 1913 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 1966.33 ms
[2021-01-21 07:37:11 main:574] : INFO : Epoch 1914 | loss: 0.031153 | val_loss: 0.0311653 | Time: 1958.79 ms
[2021-01-21 07:37:13 main:574] : INFO : Epoch 1915 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 1859.17 ms
[2021-01-21 07:37:15 main:574] : INFO : Epoch 1916 | loss: 0.031153 | val_loss: 0.0311636 | Time: 1898.14 ms
[2021-01-21 07:37:17 main:574] : INFO : Epoch 1917 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 1983.86 ms
[2021-01-21 07:37:19 main:574] : INFO : Epoch 1918 | loss: 0.0311555 | val_loss: 0.031166 | Time: 1904.49 ms
[2021-01-21 07:37:21 main:574] : INFO : Epoch 1919 | loss: 0.0311549 | val_loss: 0.0311607 | Time: 2001.34 ms
[2021-01-21 07:37:23 main:574] : INFO : Epoch 1920 | loss: 0.0311536 | val_loss: 0.0311587 | Time: 1888.1 ms
[2021-01-21 07:37:25 main:574] : INFO : Epoch 1921 | loss: 0.0311524 | val_loss: 0.031159 | Time: 1884.21 ms
[2021-01-21 07:37:27 main:574] : INFO : Epoch 1922 | loss: 0.0311526 | val_loss: 0.0311602 | Time: 1876.72 ms
[2021-01-21 07:37:29 main:574] : INFO : Epoch 1923 | loss: 0.0311514 | val_loss: 0.0311581 | Time: 1851.9 ms
[2021-01-21 07:37:31 main:574] : INFO : Epoch 1924 | loss: 0.0311507 | val_loss: 0.0311639 | Time: 1901.68 ms
[2021-01-21 07:37:33 main:574] : INFO : Epoch 1925 | loss: 0.0311515 | val_loss: 0.0311592 | Time: 2005.72 ms
[2021-01-21 07:37:35 main:574] : INFO : Epoch 1926 | loss: 0.0311497 | val_loss: 0.0311574 | Time: 1876.67 ms
[2021-01-21 07:37:37 main:574] : INFO : Epoch 1927 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 1896.09 ms
[2021-01-21 07:37:39 main:574] : INFO : Epoch 1928 | loss: 0.0311533 | val_loss: 0.0311624 | Time: 2020.69 ms
[2021-01-21 07:37:41 main:574] : INFO : Epoch 1929 | loss: 0.0311526 | val_loss: 0.0311601 | Time: 1891.47 ms
[2021-01-21 07:37:42 main:574] : INFO : Epoch 1930 | loss: 0.0311491 | val_loss: 0.0311614 | Time: 1961.13 ms
[2021-01-21 07:37:44 main:574] : INFO : Epoch 1931 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 1977.84 ms
[2021-01-21 07:37:46 main:574] : INFO : Epoch 1932 | loss: 0.0311507 | val_loss: 0.0311616 | Time: 1913.09 ms
[2021-01-21 07:37:48 main:574] : INFO : Epoch 1933 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 1903.86 ms
[2021-01-21 07:37:50 main:574] : INFO : Epoch 1934 | loss: 0.0311485 | val_loss: 0.031162 | Time: 1953.34 ms
[2021-01-21 07:37:52 main:574] : INFO : Epoch 1935 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 1877.16 ms
[2021-01-21 07:37:54 main:574] : INFO : Epoch 1936 | loss: 0.0311514 | val_loss: 0.0311599 | Time: 1874.13 ms
[2021-01-21 07:37:56 main:574] : INFO : Epoch 1937 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 1866.39 ms
[2021-01-21 07:37:58 main:574] : INFO : Epoch 1938 | loss: 0.0311533 | val_loss: 0.031163 | Time: 1947.48 ms
[2021-01-21 07:38:00 main:574] : INFO : Epoch 1939 | loss: 0.0311484 | val_loss: 0.0311626 | Time: 1874.72 ms
[2021-01-21 07:38:02 main:574] : INFO : Epoch 1940 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 1893.51 ms
[2021-01-21 07:38:04 main:574] : INFO : Epoch 1941 | loss: 0.0311504 | val_loss: 0.0311591 | Time: 1875.97 ms
[2021-01-21 07:38:06 main:574] : INFO : Epoch 1942 | loss: 0.0311487 | val_loss: 0.0311613 | Time: 2070.7 ms
[2021-01-21 07:38:08 main:574] : INFO : Epoch 1943 | loss: 0.0311491 | val_loss: 0.03116 | Time: 2039.62 ms
[2021-01-21 07:38:10 main:574] : INFO : Epoch 1944 | loss: 0.0311481 | val_loss: 0.0311635 | Time: 1938.53 ms
[2021-01-21 07:38:12 main:574] : INFO : Epoch 1945 | loss: 0.0311495 | val_loss: 0.0311606 | Time: 1915.16 ms
[2021-01-21 07:38:14 main:574] : INFO : Epoch 1946 | loss: 0.031149 | val_loss: 0.031162 | Time: 1909.07 ms
[2021-01-21 07:38:16 main:574] : INFO : Epoch 1947 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 1935.41 ms
[2021-01-21 07:38:18 main:574] : INFO : Epoch 1948 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 1926.5 ms
[2021-01-21 07:38:19 main:574] : INFO : Epoch 1949 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 1939.89 ms
[2021-01-21 07:38:21 main:574] : INFO : Epoch 1950 | loss: 0.0311486 | val_loss: 0.0311621 | Time: 1876.17 ms
[2021-01-21 07:38:23 main:574] : INFO : Epoch 1951 | loss: 0.0311474 | val_loss: 0.0311618 | Time: 1992.77 ms
[2021-01-21 07:38:25 main:574] : INFO : Epoch 1952 | loss: 0.0311498 | val_loss: 0.0311633 | Time: 1947.26 ms
[2021-01-21 07:38:27 main:574] : INFO : Epoch 1953 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 1860.03 ms
[2021-01-21 07:38:29 main:574] : INFO : Epoch 1954 | loss: 0.0311479 | val_loss: 0.031162 | Time: 1872.83 ms
[2021-01-21 07:38:31 main:574] : INFO : Epoch 1955 | loss: 0.0311476 | val_loss: 0.0311605 | Time: 1905.95 ms
[2021-01-21 07:38:33 main:574] : INFO : Epoch 1956 | loss: 0.031148 | val_loss: 0.0311603 | Time: 1864.06 ms
[2021-01-21 07:38:35 main:574] : INFO : Epoch 1957 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 2079.48 ms
[2021-01-21 07:38:37 main:574] : INFO : Epoch 1958 | loss: 0.0311479 | val_loss: 0.0311625 | Time: 1917.78 ms
[2021-01-21 07:38:39 main:574] : INFO : Epoch 1959 | loss: 0.0311504 | val_loss: 0.031167 | Time: 1883.49 ms
[2021-01-21 07:38:41 main:574] : INFO : Epoch 1960 | loss: 0.0311493 | val_loss: 0.0311606 | Time: 1921.96 ms
[2021-01-21 07:38:43 main:574] : INFO : Epoch 1961 | loss: 0.0311497 | val_loss: 0.0311609 | Time: 1907.67 ms
[2021-01-21 07:38:45 main:574] : INFO : Epoch 1962 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 1937.32 ms
[2021-01-21 07:38:47 main:574] : INFO : Epoch 1963 | loss: 0.0311511 | val_loss: 0.031181 | Time: 1908.8 ms
[2021-01-21 07:38:49 main:574] : INFO : Epoch 1964 | loss: 0.0311818 | val_loss: 0.031346 | Time: 1910.06 ms
[2021-01-21 07:38:50 main:574] : INFO : Epoch 1965 | loss: 0.0332294 | val_loss: 0.0448059 | Time: 1942.48 ms
[2021-01-21 07:38:52 main:574] : INFO : Epoch 1966 | loss: 0.0348315 | val_loss: 0.0341568 | Time: 1945.52 ms
[2021-01-21 07:38:54 main:574] : INFO : Epoch 1967 | loss: 0.0319241 | val_loss: 0.0315241 | Time: 1875.5 ms
[2021-01-21 07:38:56 main:574] : INFO : Epoch 1968 | loss: 0.031345 | val_loss: 0.0312587 | Time: 1924.5 ms
[2021-01-21 07:38:58 main:574] : INFO : Epoch 1969 | loss: 0.0312449 | val_loss: 0.0312232 | Time: 1891.29 ms
[2021-01-21 07:39:00 main:574] : INFO : Epoch 1970 | loss: 0.0312075 | val_loss: 0.0311919 | Time: 2023.37 ms
[2021-01-21 07:39:02 main:574] : INFO : Epoch 1971 | loss: 0.0311791 | val_loss: 0.0311746 | Time: 1878.14 ms
[2021-01-21 07:39:04 main:574] : INFO : Epoch 1972 | loss: 0.0311644 | val_loss: 0.0311674 | Time: 1892.79 ms
[2021-01-21 07:39:06 main:574] : INFO : Epoch 1973 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 1936.17 ms
[2021-01-21 07:39:08 main:574] : INFO : Epoch 1974 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 1901.58 ms
[2021-01-21 07:39:10 main:574] : INFO : Epoch 1975 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 1909.98 ms
[2021-01-21 07:39:12 main:574] : INFO : Epoch 1976 | loss: 0.0311572 | val_loss: 0.031165 | Time: 1871.6 ms
[2021-01-21 07:39:14 main:574] : INFO : Epoch 1977 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 1928.6 ms
[2021-01-21 07:39:16 main:574] : INFO : Epoch 1978 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 1950.59 ms
[2021-01-21 07:39:18 main:574] : INFO : Epoch 1979 | loss: 0.0311541 | val_loss: 0.0311622 | Time: 1878.61 ms
[2021-01-21 07:39:19 main:574] : INFO : Epoch 1980 | loss: 0.0311542 | val_loss: 0.0311624 | Time: 1876.06 ms
[2021-01-21 07:39:21 main:574] : INFO : Epoch 1981 | loss: 0.0311545 | val_loss: 0.0311617 | Time: 1886.9 ms
[2021-01-21 07:39:23 main:574] : INFO : Epoch 1982 | loss: 0.0311563 | val_loss: 0.0311618 | Time: 1968.55 ms
[2021-01-21 07:39:25 main:574] : INFO : Epoch 1983 | loss: 0.0311536 | val_loss: 0.0311594 | Time: 1901.57 ms
[2021-01-21 07:39:27 main:574] : INFO : Epoch 1984 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 1898.52 ms
[2021-01-21 07:39:29 main:574] : INFO : Epoch 1985 | loss: 0.0311531 | val_loss: 0.0311615 | Time: 1949.21 ms
[2021-01-21 07:39:31 main:574] : INFO : Epoch 1986 | loss: 0.0311522 | val_loss: 0.0311608 | Time: 1975.23 ms
[2021-01-21 07:39:33 main:574] : INFO : Epoch 1987 | loss: 0.031151 | val_loss: 0.0311619 | Time: 1886.94 ms
[2021-01-21 07:39:35 main:574] : INFO : Epoch 1988 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 1910.42 ms
[2021-01-21 07:39:37 main:574] : INFO : Epoch 1989 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 2006.77 ms
[2021-01-21 07:39:39 main:574] : INFO : Epoch 1990 | loss: 0.0311533 | val_loss: 0.0311605 | Time: 1914.42 ms
[2021-01-21 07:39:41 main:574] : INFO : Epoch 1991 | loss: 0.0311536 | val_loss: 0.0311621 | Time: 1960.18 ms
[2021-01-21 07:39:43 main:574] : INFO : Epoch 1992 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 1910.07 ms
[2021-01-21 07:39:45 main:574] : INFO : Epoch 1993 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 1968.31 ms
[2021-01-21 07:39:47 main:574] : INFO : Epoch 1994 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 1889.56 ms
[2021-01-21 07:39:49 main:574] : INFO : Epoch 1995 | loss: 0.0311507 | val_loss: 0.031161 | Time: 1902.28 ms
[2021-01-21 07:39:50 main:574] : INFO : Epoch 1996 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 1901.54 ms
[2021-01-21 07:39:52 main:574] : INFO : Epoch 1997 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 1869.55 ms
[2021-01-21 07:39:54 main:574] : INFO : Epoch 1998 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 1895.48 ms
[2021-01-21 07:39:56 main:574] : INFO : Epoch 1999 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 1979.68 ms
[2021-01-21 07:39:58 main:574] : INFO : Epoch 2000 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 1909.09 ms
[2021-01-21 07:40:00 main:574] : INFO : Epoch 2001 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 1969.43 ms
[2021-01-21 07:40:02 main:574] : INFO : Epoch 2002 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 1912.24 ms
[2021-01-21 07:40:04 main:574] : INFO : Epoch 2003 | loss: 0.0311698 | val_loss: 0.0311741 | Time: 1910.9 ms
[2021-01-21 07:40:06 main:574] : INFO : Epoch 2004 | loss: 0.0311709 | val_loss: 0.031174 | Time: 1985.95 ms
[2021-01-21 07:40:08 main:574] : INFO : Epoch 2005 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 1894.26 ms
[2021-01-21 07:40:10 main:574] : INFO : Epoch 2006 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 1937.53 ms
[2021-01-21 07:40:12 main:574] : INFO : Epoch 2007 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 1863.09 ms
[2021-01-21 07:40:14 main:574] : INFO : Epoch 2008 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 2044.16 ms
[2021-01-21 07:40:16 main:574] : INFO : Epoch 2009 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 1991.93 ms
[2021-01-21 07:40:18 main:574] : INFO : Epoch 2010 | loss: 0.031167 | val_loss: 0.0311738 | Time: 1917.51 ms
[2021-01-21 07:40:20 main:574] : INFO : Epoch 2011 | loss: 0.031167 | val_loss: 0.031172 | Time: 1868.52 ms
[2021-01-21 07:40:22 main:574] : INFO : Epoch 2012 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 1876.95 ms
[2021-01-21 07:40:24 main:574] : INFO : Epoch 2013 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 1982.76 ms
[2021-01-21 07:40:26 main:574] : INFO : Epoch 2014 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1894.3 ms
[2021-01-21 07:40:28 main:574] : INFO : Epoch 2015 | loss: 0.0311657 | val_loss: 0.0311729 | Time: 2019.43 ms
[2021-01-21 07:40:30 main:574] : INFO : Epoch 2016 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 1952.97 ms
[2021-01-21 07:40:32 main:574] : INFO : Epoch 2017 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1881.93 ms
[2021-01-21 07:40:34 main:574] : INFO : Epoch 2018 | loss: 0.0311648 | val_loss: 0.031173 | Time: 1925.73 ms
[2021-01-21 07:40:35 main:574] : INFO : Epoch 2019 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 1926.87 ms
[2021-01-21 07:40:37 main:574] : INFO : Epoch 2020 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 1860.57 ms
[2021-01-21 07:40:39 main:574] : INFO : Epoch 2021 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1922.36 ms
[2021-01-21 07:40:41 main:574] : INFO : Epoch 2022 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 1927.51 ms
[2021-01-21 07:40:43 main:574] : INFO : Epoch 2023 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1907.97 ms
[2021-01-21 07:40:45 main:574] : INFO : Epoch 2024 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 1940.95 ms
[2021-01-21 07:40:47 main:574] : INFO : Epoch 2025 | loss: 0.031163 | val_loss: 0.0311732 | Time: 1966.59 ms
[2021-01-21 07:40:49 main:574] : INFO : Epoch 2026 | loss: 0.0311639 | val_loss: 0.0311731 | Time: 1933.17 ms
[2021-01-21 07:40:51 main:574] : INFO : Epoch 2027 | loss: 0.031164 | val_loss: 0.0311722 | Time: 1881.12 ms
[2021-01-21 07:40:53 main:574] : INFO : Epoch 2028 | loss: 0.031164 | val_loss: 0.0311717 | Time: 1934.63 ms
[2021-01-21 07:40:55 main:574] : INFO : Epoch 2029 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 1977.61 ms
[2021-01-21 07:40:57 main:574] : INFO : Epoch 2030 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 1996.94 ms
[2021-01-21 07:40:59 main:574] : INFO : Epoch 2031 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 1901.22 ms
[2021-01-21 07:41:01 main:574] : INFO : Epoch 2032 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 1888.07 ms
[2021-01-21 07:41:03 main:574] : INFO : Epoch 2033 | loss: 0.0311646 | val_loss: 0.031178 | Time: 1917.59 ms
[2021-01-21 07:41:04 main:574] : INFO : Epoch 2034 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1874.16 ms
[2021-01-21 07:41:06 main:574] : INFO : Epoch 2035 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 1918.61 ms
[2021-01-21 07:41:08 main:574] : INFO : Epoch 2036 | loss: 0.031164 | val_loss: 0.0311749 | Time: 1944.06 ms
[2021-01-21 07:41:10 main:574] : INFO : Epoch 2037 | loss: 0.0311649 | val_loss: 0.031172 | Time: 1915.68 ms
[2021-01-21 07:41:12 main:574] : INFO : Epoch 2038 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 1868 ms
[2021-01-21 07:41:14 main:574] : INFO : Epoch 2039 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 1886.18 ms
[2021-01-21 07:41:16 main:574] : INFO : Epoch 2040 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 1879.75 ms
[2021-01-21 07:41:18 main:574] : INFO : Epoch 2041 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 2004.03 ms
[2021-01-21 07:41:20 main:574] : INFO : Epoch 2042 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 1915 ms
[2021-01-21 07:41:22 main:574] : INFO : Epoch 2043 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1950.65 ms
[2021-01-21 07:41:24 main:574] : INFO : Epoch 2044 | loss: 0.031162 | val_loss: 0.0311719 | Time: 1869.34 ms
[2021-01-21 07:41:26 main:574] : INFO : Epoch 2045 | loss: 0.031161 | val_loss: 0.0311738 | Time: 1895.47 ms
[2021-01-21 07:41:28 main:574] : INFO : Epoch 2046 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 1882.09 ms
[2021-01-21 07:41:30 main:574] : INFO : Epoch 2047 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 2017.11 ms
[2021-01-21 07:41:32 main:574] : INFO : Epoch 2048 | loss: 0.0311623 | val_loss: 0.0311741 | Time: 2043.76 ms
[2021-01-21 07:41:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311741
[2021-01-21 07:41:32 main:603] : INFO : Saving end state to config to file
[2021-01-21 07:41:32 main:608] : INFO : Success, exiting..
07:41:32 (14524): 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)