Task 5111799
| Name | ParityModified-1619584285-365-0_0 |
| Workunit | 3069470 |
| Created | 28 Apr 2021, 4:31:29 UTC |
| Sent | 4 May 2021, 8:05:43 UTC |
| Report deadline | 12 May 2021, 8:05:43 UTC |
| Received | 4 May 2021, 20:38:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 6 min 3 sec |
| CPU time | 1 hours 5 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311512 | val_loss: 0.0312039 | Time: 1984.79 ms
[2021-05-04 16:21:49 main:581] : INFO : Epoch 1539 | loss: 0.0311605 | val_loss: 0.0312184 | Time: 1963.17 ms
[2021-05-04 16:21:51 main:581] : INFO : Epoch 1540 | loss: 0.0311594 | val_loss: 0.0311917 | Time: 1990.11 ms
[2021-05-04 16:21:53 main:581] : INFO : Epoch 1541 | loss: 0.0311517 | val_loss: 0.0311967 | Time: 1932.41 ms
[2021-05-04 16:21:55 main:581] : INFO : Epoch 1542 | loss: 0.0311464 | val_loss: 0.0311834 | Time: 1932.74 ms
[2021-05-04 16:21:57 main:581] : INFO : Epoch 1543 | loss: 0.0311448 | val_loss: 0.0311881 | Time: 1869.83 ms
[2021-05-04 16:21:59 main:581] : INFO : Epoch 1544 | loss: 0.0311478 | val_loss: 0.0311938 | Time: 1910.42 ms
[2021-05-04 16:22:01 main:581] : INFO : Epoch 1545 | loss: 0.0311508 | val_loss: 0.0311863 | Time: 1814.29 ms
[2021-05-04 16:22:03 main:581] : INFO : Epoch 1546 | loss: 0.0311528 | val_loss: 0.031195 | Time: 1923.61 ms
[2021-05-04 16:22:05 main:581] : INFO : Epoch 1547 | loss: 0.0311485 | val_loss: 0.0311939 | Time: 2065.19 ms
[2021-05-04 16:22:07 main:581] : INFO : Epoch 1548 | loss: 0.031147 | val_loss: 0.0311873 | Time: 1947.64 ms
[2021-05-04 16:22:09 main:581] : INFO : Epoch 1549 | loss: 0.0311462 | val_loss: 0.0311902 | Time: 1945.57 ms
[2021-05-04 16:22:10 main:581] : INFO : Epoch 1550 | loss: 0.0311437 | val_loss: 0.0311912 | Time: 1748.6 ms
[2021-05-04 16:22:12 main:581] : INFO : Epoch 1551 | loss: 0.0311482 | val_loss: 0.0311851 | Time: 1934.74 ms
[2021-05-04 16:22:14 main:581] : INFO : Epoch 1552 | loss: 0.0311497 | val_loss: 0.0311946 | Time: 1977.7 ms
[2021-05-04 16:22:16 main:581] : INFO : Epoch 1553 | loss: 0.0311531 | val_loss: 0.0311868 | Time: 1927.17 ms
[2021-05-04 16:22:18 main:581] : INFO : Epoch 1554 | loss: 0.0311469 | val_loss: 0.0311874 | Time: 1936.89 ms
[2021-05-04 16:22:20 main:581] : INFO : Epoch 1555 | loss: 0.0311481 | val_loss: 0.0311905 | Time: 1977.9 ms
[2021-05-04 16:22:22 main:581] : INFO : Epoch 1556 | loss: 0.0311455 | val_loss: 0.0311846 | Time: 1987.71 ms
[2021-05-04 16:22:24 main:581] : INFO : Epoch 1557 | loss: 0.0311446 | val_loss: 0.0312005 | Time: 1951.77 ms
[2021-05-04 16:22:26 main:581] : INFO : Epoch 1558 | loss: 0.0311444 | val_loss: 0.0311868 | Time: 1987.71 ms
[2021-05-04 16:22:28 main:581] : INFO : Epoch 1559 | loss: 0.0311438 | val_loss: 0.0311899 | Time: 1966.78 ms
[2021-05-04 16:22:30 main:581] : INFO : Epoch 1560 | loss: 0.0311449 | val_loss: 0.0311868 | Time: 1879.91 ms
[2021-05-04 16:22:32 main:581] : INFO : Epoch 1561 | loss: 0.0311518 | val_loss: 0.0311841 | Time: 1961.35 ms
[2021-05-04 16:22:34 main:581] : INFO : Epoch 1562 | loss: 0.0311472 | val_loss: 0.0311895 | Time: 1951.3 ms
[2021-05-04 16:22:36 main:581] : INFO : Epoch 1563 | loss: 0.0311477 | val_loss: 0.0311895 | Time: 1989.26 ms
[2021-05-04 16:22:38 main:581] : INFO : Epoch 1564 | loss: 0.0311455 | val_loss: 0.0311886 | Time: 1968.31 ms
[2021-05-04 16:22:40 main:581] : INFO : Epoch 1565 | loss: 0.0311456 | val_loss: 0.0311934 | Time: 1971.33 ms
[2021-05-04 16:22:42 main:581] : INFO : Epoch 1566 | loss: 0.0311439 | val_loss: 0.0311899 | Time: 1954.19 ms
[2021-05-04 16:22:44 main:581] : INFO : Epoch 1567 | loss: 0.0311465 | val_loss: 0.0311954 | Time: 1926.89 ms
[2021-05-04 16:22:46 main:581] : INFO : Epoch 1568 | loss: 0.0311464 | val_loss: 0.0311874 | Time: 1944.53 ms
[2021-05-04 16:22:48 main:581] : INFO : Epoch 1569 | loss: 0.0311425 | val_loss: 0.0311856 | Time: 2209.57 ms
[2021-05-04 16:22:50 main:581] : INFO : Epoch 1570 | loss: 0.0311472 | val_loss: 0.031194 | Time: 1972.6 ms
[2021-05-04 16:22:52 main:581] : INFO : Epoch 1571 | loss: 0.0311447 | val_loss: 0.0311877 | Time: 1955.59 ms
[2021-05-04 16:22:54 main:581] : INFO : Epoch 1572 | loss: 0.0311415 | val_loss: 0.0311918 | Time: 1930.37 ms
[2021-05-04 16:22:56 main:581] : INFO : Epoch 1573 | loss: 0.031148 | val_loss: 0.0311997 | Time: 1912.09 ms
[2021-05-04 16:22:58 main:581] : INFO : Epoch 1574 | loss: 0.0311483 | val_loss: 0.0311915 | Time: 1921.61 ms
[2021-05-04 16:22:59 main:581] : INFO : Epoch 1575 | loss: 0.0311456 | val_loss: 0.031186 | Time: 1980.43 ms
[2021-05-04 16:23:01 main:581] : INFO : Epoch 1576 | loss: 0.0311439 | val_loss: 0.0311921 | Time: 1994.53 ms
[2021-05-04 16:23:03 main:581] : INFO : Epoch 1577 | loss: 0.0311438 | val_loss: 0.0311864 | Time: 1973.83 ms
[2021-05-04 16:23:05 main:581] : INFO : Epoch 1578 | loss: 0.031143 | val_loss: 0.0311871 | Time: 1951.54 ms
[2021-05-04 16:23:07 main:581] : INFO : Epoch 1579 | loss: 0.0311491 | val_loss: 0.0311868 | Time: 1824.9 ms
[2021-05-04 16:23:09 main:581] : INFO : Epoch 1580 | loss: 0.0311488 | val_loss: 0.0311874 | Time: 1807.95 ms
[2021-05-04 16:23:11 main:581] : INFO : Epoch 1581 | loss: 0.0311451 | val_loss: 0.0311938 | Time: 1842.12 ms
[2021-05-04 16:23:13 main:581] : INFO : Epoch 1582 | loss: 0.0311437 | val_loss: 0.0311894 | Time: 1915.6 ms
[2021-05-04 16:23:15 main:581] : INFO : Epoch 1583 | loss: 0.0311517 | val_loss: 0.0311963 | Time: 1940.54 ms
[2021-05-04 16:23:17 main:581] : INFO : Epoch 1584 | loss: 0.0311477 | val_loss: 0.0311986 | Time: 1917.55 ms
[2021-05-04 16:23:19 main:581] : INFO : Epoch 1585 | loss: 0.0311458 | val_loss: 0.0311916 | Time: 1969.13 ms
[2021-05-04 16:23:21 main:581] : INFO : Epoch 1586 | loss: 0.0311434 | val_loss: 0.0311836 | Time: 1928.91 ms
[2021-05-04 16:23:23 main:581] : INFO : Epoch 1587 | loss: 0.0311441 | val_loss: 0.0311862 | Time: 1977.27 ms
[2021-05-04 16:23:25 main:581] : INFO : Epoch 1588 | loss: 0.0311462 | val_loss: 0.0311907 | Time: 2139.15 ms
[2021-05-04 16:23:27 main:581] : INFO : Epoch 1589 | loss: 0.0311476 | val_loss: 0.0311878 | Time: 2178.33 ms
[2021-05-04 16:23:29 main:581] : INFO : Epoch 1590 | loss: 0.0311475 | val_loss: 0.0311904 | Time: 1980.24 ms
[2021-05-04 16:23:31 main:581] : INFO : Epoch 1591 | loss: 0.0311443 | val_loss: 0.0311887 | Time: 1967.48 ms
[2021-05-04 16:23:33 main:581] : INFO : Epoch 1592 | loss: 0.0311429 | val_loss: 0.0311914 | Time: 2027.59 ms
[2021-05-04 16:23:35 main:581] : INFO : Epoch 1593 | loss: 0.0311418 | val_loss: 0.0311958 | Time: 1938.2 ms
[2021-05-04 16:23:37 main:581] : INFO : Epoch 1594 | loss: 0.0311402 | val_loss: 0.031196 | Time: 1924.61 ms
[2021-05-04 16:23:39 main:581] : INFO : Epoch 1595 | loss: 0.031141 | val_loss: 0.0311977 | Time: 1933.88 ms
[2021-05-04 16:23:41 main:581] : INFO : Epoch 1596 | loss: 0.0311433 | val_loss: 0.0311956 | Time: 1898.82 ms
[2021-05-04 16:23:43 main:581] : INFO : Epoch 1597 | loss: 0.0311416 | val_loss: 0.031192 | Time: 1970.72 ms
[2021-05-04 16:23:44 main:581] : INFO : Epoch 1598 | loss: 0.0311486 | val_loss: 0.0312082 | Time: 1965.38 ms
[2021-05-04 16:23:46 main:581] : INFO : Epoch 1599 | loss: 0.0311493 | val_loss: 0.0311853 | Time: 1967.48 ms
[2021-05-04 16:23:48 main:581] : INFO : Epoch 1600 | loss: 0.031142 | val_loss: 0.0311927 | Time: 1975.3 ms
[2021-05-04 16:23:50 main:581] : INFO : Epoch 1601 | loss: 0.031142 | val_loss: 0.0311887 | Time: 1980.83 ms
[2021-05-04 16:23:52 main:581] : INFO : Epoch 1602 | loss: 0.0311398 | val_loss: 0.031187 | Time: 1928.12 ms
[2021-05-04 16:23:54 main:581] : INFO : Epoch 1603 | loss: 0.0311441 | val_loss: 0.0311888 | Time: 1876.16 ms
[2021-05-04 16:23:56 main:581] : INFO : Epoch 1604 | loss: 0.0311398 | val_loss: 0.0311847 | Time: 1996.48 ms
[2021-05-04 16:23:58 main:581] : INFO : Epoch 1605 | loss: 0.0311452 | val_loss: 0.0311942 | Time: 1944.04 ms
[2021-05-04 16:24:00 main:581] : INFO : Epoch 1606 | loss: 0.0311484 | val_loss: 0.0311898 | Time: 1928.65 ms
[2021-05-04 16:24:02 main:581] : INFO : Epoch 1607 | loss: 0.0311542 | val_loss: 0.0311885 | Time: 1974.57 ms
[2021-05-04 16:24:04 main:581] : INFO : Epoch 1608 | loss: 0.0311513 | val_loss: 0.0311911 | Time: 1801.3 ms
[2021-05-04 16:24:06 main:581] : INFO : Epoch 1609 | loss: 0.0311457 | val_loss: 0.0311908 | Time: 1967.78 ms
[2021-05-04 16:24:08 main:581] : INFO : Epoch 1610 | loss: 0.0311458 | val_loss: 0.0311891 | Time: 1929.19 ms
[2021-05-04 16:24:10 main:581] : INFO : Epoch 1611 | loss: 0.0311425 | val_loss: 0.0311863 | Time: 1926.18 ms
[2021-05-04 16:24:12 main:581] : INFO : Epoch 1612 | loss: 0.0311384 | val_loss: 0.0311904 | Time: 1924.69 ms
[2021-05-04 16:24:14 main:581] : INFO : Epoch 1613 | loss: 0.0311385 | val_loss: 0.031185 | Time: 2015.3 ms
[2021-05-04 16:24:16 main:581] : INFO : Epoch 1614 | loss: 0.0311495 | val_loss: 0.0312172 | Time: 1915.01 ms
[2021-05-04 16:24:17 main:581] : INFO : Epoch 1615 | loss: 0.031155 | val_loss: 0.0312079 | Time: 1931.14 ms
[2021-05-04 16:24:19 main:581] : INFO : Epoch 1616 | loss: 0.0311524 | val_loss: 0.0311899 | Time: 1911.77 ms
[2021-05-04 16:24:21 main:581] : INFO : Epoch 1617 | loss: 0.0311475 | val_loss: 0.031192 | Time: 1959.38 ms
[2021-05-04 16:24:23 main:581] : INFO : Epoch 1618 | loss: 0.0311446 | val_loss: 0.0311856 | Time: 1960.77 ms
[2021-05-04 16:24:25 main:581] : INFO : Epoch 1619 | loss: 0.0311456 | val_loss: 0.0311913 | Time: 1923.65 ms
[2021-05-04 16:24:27 main:581] : INFO : Epoch 1620 | loss: 0.0311458 | val_loss: 0.0311896 | Time: 1961.75 ms
[2021-05-04 16:24:29 main:581] : INFO : Epoch 1621 | loss: 0.031142 | val_loss: 0.0311909 | Time: 1962.41 ms
[2021-05-04 16:24:31 main:581] : INFO : Epoch 1622 | loss: 0.0311387 | val_loss: 0.031189 | Time: 1959.73 ms
[2021-05-04 16:24:33 main:581] : INFO : Epoch 1623 | loss: 0.031138 | val_loss: 0.0311966 | Time: 1925.8 ms
[2021-05-04 16:24:35 main:581] : INFO : Epoch 1624 | loss: 0.0311432 | val_loss: 0.0311881 | Time: 1927.03 ms
[2021-05-04 16:24:37 main:581] : INFO : Epoch 1625 | loss: 0.0311403 | val_loss: 0.0311952 | Time: 1929.98 ms
[2021-05-04 16:24:39 main:581] : INFO : Epoch 1626 | loss: 0.0311379 | val_loss: 0.0311877 | Time: 1969.83 ms
[2021-05-04 16:24:41 main:581] : INFO : Epoch 1627 | loss: 0.0311377 | val_loss: 0.0311901 | Time: 2045.86 ms
[2021-05-04 16:24:43 main:581] : INFO : Epoch 1628 | loss: 0.0311373 | val_loss: 0.0312025 | Time: 1930.43 ms
[2021-05-04 16:24:45 main:581] : INFO : Epoch 1629 | loss: 0.0311377 | val_loss: 0.0311897 | Time: 1923.93 ms
[2021-05-04 16:24:47 main:581] : INFO : Epoch 1630 | loss: 0.0311369 | val_loss: 0.0311891 | Time: 1887.89 ms
[2021-05-04 16:24:49 main:581] : INFO : Epoch 1631 | loss: 0.0311385 | val_loss: 0.031191 | Time: 1862.63 ms
[2021-05-04 16:24:50 main:581] : INFO : Epoch 1632 | loss: 0.031141 | val_loss: 0.0311948 | Time: 1893.56 ms
[2021-05-04 16:24:52 main:581] : INFO : Epoch 1633 | loss: 0.0311423 | val_loss: 0.0311879 | Time: 1974.95 ms
[2021-05-04 16:24:54 main:581] : INFO : Epoch 1634 | loss: 0.0311429 | val_loss: 0.0311883 | Time: 1868.11 ms
[2021-05-04 16:24:56 main:581] : INFO : Epoch 1635 | loss: 0.0311426 | val_loss: 0.0311916 | Time: 1915.5 ms
[2021-05-04 16:24:58 main:581] : INFO : Epoch 1636 | loss: 0.0311441 | val_loss: 0.0311908 | Time: 1910.99 ms
[2021-05-04 16:25:00 main:581] : INFO : Epoch 1637 | loss: 0.0311431 | val_loss: 0.0311895 | Time: 1852.78 ms
[2021-05-04 16:25:02 main:581] : INFO : Epoch 1638 | loss: 0.0311422 | val_loss: 0.0311875 | Time: 1809.6 ms
[2021-05-04 16:25:04 main:581] : INFO : Epoch 1639 | loss: 0.0311389 | val_loss: 0.0311938 | Time: 1878.85 ms
[2021-05-04 16:25:06 main:581] : INFO : Epoch 1640 | loss: 0.031138 | val_loss: 0.0311936 | Time: 1923.06 ms
[2021-05-04 16:25:07 main:581] : INFO : Epoch 1641 | loss: 0.0311428 | val_loss: 0.0311898 | Time: 1966.03 ms
[2021-05-04 16:25:09 main:581] : INFO : Epoch 1642 | loss: 0.0311403 | val_loss: 0.0311981 | Time: 1918.34 ms
[2021-05-04 16:25:11 main:581] : INFO : Epoch 1643 | loss: 0.0311385 | val_loss: 0.0311868 | Time: 1913.88 ms
[2021-05-04 16:25:13 main:581] : INFO : Epoch 1644 | loss: 0.0311381 | val_loss: 0.0311932 | Time: 1795.58 ms
[2021-05-04 16:25:15 main:581] : INFO : Epoch 1645 | loss: 0.0311369 | val_loss: 0.0311903 | Time: 1845.64 ms
[2021-05-04 16:25:17 main:581] : INFO : Epoch 1646 | loss: 0.0311393 | val_loss: 0.0311958 | Time: 1807.16 ms
[2021-05-04 16:25:19 main:581] : INFO : Epoch 1647 | loss: 0.03115 | val_loss: 0.0311967 | Time: 1919.48 ms
[2021-05-04 16:25:21 main:581] : INFO : Epoch 1648 | loss: 0.0311455 | val_loss: 0.031191 | Time: 1925.79 ms
[2021-05-04 16:25:23 main:581] : INFO : Epoch 1649 | loss: 0.0311372 | val_loss: 0.031196 | Time: 1970.47 ms
[2021-05-04 16:25:24 main:581] : INFO : Epoch 1650 | loss: 0.0311401 | val_loss: 0.0311934 | Time: 1855.1 ms
[2021-05-04 16:25:26 main:581] : INFO : Epoch 1651 | loss: 0.0311422 | val_loss: 0.0311939 | Time: 1916.5 ms
[2021-05-04 16:25:28 main:581] : INFO : Epoch 1652 | loss: 0.03114 | val_loss: 0.0311903 | Time: 1910.09 ms
[2021-05-04 16:25:30 main:581] : INFO : Epoch 1653 | loss: 0.0311388 | val_loss: 0.0311932 | Time: 1954.77 ms
[2021-05-04 16:25:32 main:581] : INFO : Epoch 1654 | loss: 0.0311376 | val_loss: 0.0311892 | Time: 2013.24 ms
[2021-05-04 16:25:34 main:581] : INFO : Epoch 1655 | loss: 0.0311382 | val_loss: 0.0311886 | Time: 1928.93 ms
[2021-05-04 16:25:36 main:581] : INFO : Epoch 1656 | loss: 0.031135 | val_loss: 0.0311932 | Time: 1948.99 ms
[2021-05-04 16:25:38 main:581] : INFO : Epoch 1657 | loss: 0.0311387 | val_loss: 0.0311876 | Time: 1967.43 ms
[2021-05-04 16:25:40 main:581] : INFO : Epoch 1658 | loss: 0.0311384 | val_loss: 0.0311893 | Time: 1991.15 ms
[2021-05-04 16:25:42 main:581] : INFO : Epoch 1659 | loss: 0.0311399 | val_loss: 0.0311978 | Time: 1925.15 ms
[2021-05-04 16:25:44 main:581] : INFO : Epoch 1660 | loss: 0.0311419 | val_loss: 0.03119 | Time: 1895.83 ms
[2021-05-04 16:25:46 main:581] : INFO : Epoch 1661 | loss: 0.0311401 | val_loss: 0.0311861 | Time: 1970.71 ms
[2021-05-04 16:25:48 main:581] : INFO : Epoch 1662 | loss: 0.0311498 | val_loss: 0.0311917 | Time: 1961.3 ms
[2021-05-04 16:25:50 main:581] : INFO : Epoch 1663 | loss: 0.0311469 | val_loss: 0.0311826 | Time: 1932.84 ms
[2021-05-04 16:25:52 main:581] : INFO : Epoch 1664 | loss: 0.0311432 | val_loss: 0.0311876 | Time: 1964.29 ms
[2021-05-04 16:25:54 main:581] : INFO : Epoch 1665 | loss: 0.0311399 | val_loss: 0.0311846 | Time: 2010.82 ms
[2021-05-04 16:25:56 main:581] : INFO : Epoch 1666 | loss: 0.0311354 | val_loss: 0.0311943 | Time: 1987.56 ms
[2021-05-04 16:25:58 main:581] : INFO : Epoch 1667 | loss: 0.0311385 | val_loss: 0.0311889 | Time: 1930.39 ms
[2021-05-04 16:26:00 main:581] : INFO : Epoch 1668 | loss: 0.031142 | val_loss: 0.0311968 | Time: 1935.57 ms
[2021-05-04 16:26:02 main:581] : INFO : Epoch 1669 | loss: 0.0311417 | val_loss: 0.0311884 | Time: 1949.58 ms
[2021-05-04 16:26:03 main:581] : INFO : Epoch 1670 | loss: 0.0311394 | val_loss: 0.0311933 | Time: 1920.41 ms
[2021-05-04 16:26:05 main:581] : INFO : Epoch 1671 | loss: 0.0311351 | val_loss: 0.0311976 | Time: 1953.83 ms
[2021-05-04 16:26:07 main:581] : INFO : Epoch 1672 | loss: 0.0311342 | val_loss: 0.0311889 | Time: 1925.95 ms
[2021-05-04 16:26:09 main:581] : INFO : Epoch 1673 | loss: 0.0311356 | val_loss: 0.0311913 | Time: 1887.38 ms
[2021-05-04 16:26:11 main:581] : INFO : Epoch 1674 | loss: 0.0311388 | val_loss: 0.0311881 | Time: 1856.36 ms
[2021-05-04 16:26:13 main:581] : INFO : Epoch 1675 | loss: 0.031143 | val_loss: 0.0312065 | Time: 1921.87 ms
[2021-05-04 16:26:15 main:581] : INFO : Epoch 1676 | loss: 0.0311372 | val_loss: 0.0311878 | Time: 1938.66 ms
[2021-05-04 16:26:17 main:581] : INFO : Epoch 1677 | loss: 0.0311384 | val_loss: 0.0311932 | Time: 1910.3 ms
[2021-05-04 16:26:19 main:581] : INFO : Epoch 1678 | loss: 0.0311329 | val_loss: 0.0311917 | Time: 1896.11 ms
[2021-05-04 16:26:21 main:581] : INFO : Epoch 1679 | loss: 0.0311363 | val_loss: 0.031195 | Time: 1898.01 ms
[2021-05-04 16:26:23 main:581] : INFO : Epoch 1680 | loss: 0.0311343 | val_loss: 0.0311923 | Time: 1909.68 ms
[2021-05-04 16:26:24 main:581] : INFO : Epoch 1681 | loss: 0.0311388 | val_loss: 0.0311917 | Time: 1863.66 ms
[2021-05-04 16:26:26 main:581] : INFO : Epoch 1682 | loss: 0.031135 | val_loss: 0.0311996 | Time: 1783.11 ms
[2021-05-04 16:26:28 main:581] : INFO : Epoch 1683 | loss: 0.0311352 | val_loss: 0.0311926 | Time: 1789.25 ms
[2021-05-04 16:26:30 main:581] : INFO : Epoch 1684 | loss: 0.0311397 | val_loss: 0.0311934 | Time: 1890.34 ms
[2021-05-04 16:26:32 main:581] : INFO : Epoch 1685 | loss: 0.0311375 | val_loss: 0.0311888 | Time: 1893.06 ms
[2021-05-04 16:26:34 main:581] : INFO : Epoch 1686 | loss: 0.0311347 | val_loss: 0.0311949 | Time: 2071.02 ms
[2021-05-04 16:26:36 main:581] : INFO : Epoch 1687 | loss: 0.0311381 | val_loss: 0.0311959 | Time: 2005.07 ms
[2021-05-04 16:26:38 main:581] : INFO : Epoch 1688 | loss: 0.0311384 | val_loss: 0.0311916 | Time: 1799.33 ms
[2021-05-04 16:26:40 main:581] : INFO : Epoch 1689 | loss: 0.0311369 | val_loss: 0.0312032 | Time: 1970.89 ms
[2021-05-04 16:26:42 main:581] : INFO : Epoch 1690 | loss: 0.0311343 | val_loss: 0.0311936 | Time: 1964.47 ms
[2021-05-04 16:26:43 main:581] : INFO : Epoch 1691 | loss: 0.0311342 | val_loss: 0.0311962 | Time: 1805.2 ms
[2021-05-04 16:26:45 main:581] : INFO : Epoch 1692 | loss: 0.0311374 | val_loss: 0.0311942 | Time: 1828.7 ms
[2021-05-04 16:26:47 main:581] : INFO : Epoch 1693 | loss: 0.031135 | val_loss: 0.0311937 | Time: 1918.8 ms
[2021-05-04 16:26:49 main:581] : INFO : Epoch 1694 | loss: 0.0311343 | val_loss: 0.0311889 | Time: 1884.16 ms
[2021-05-04 16:26:51 main:581] : INFO : Epoch 1695 | loss: 0.0311333 | val_loss: 0.0311958 | Time: 1657.1 ms
[2021-05-04 16:26:52 main:581] : INFO : Epoch 1696 | loss: 0.0311376 | val_loss: 0.0311926 | Time: 1782.97 ms
[2021-05-04 16:26:54 main:581] : INFO : Epoch 1697 | loss: 0.0311381 | val_loss: 0.0311876 | Time: 1663.32 ms
[2021-05-04 16:26:56 main:581] : INFO : Epoch 1698 | loss: 0.031136 | val_loss: 0.0311992 | Time: 1700.01 ms
[2021-05-04 16:26:58 main:581] : INFO : Epoch 1699 | loss: 0.0311357 | val_loss: 0.0311927 | Time: 1928.04 ms
[2021-05-04 16:27:00 main:581] : INFO : Epoch 1700 | loss: 0.0311428 | val_loss: 0.0311948 | Time: 1822.12 ms
[2021-05-04 16:27:01 main:581] : INFO : Epoch 1701 | loss: 0.0311421 | val_loss: 0.0311974 | Time: 1822.22 ms
[2021-05-04 16:27:03 main:581] : INFO : Epoch 1702 | loss: 0.0311356 | val_loss: 0.0311882 | Time: 1911.45 ms
[2021-05-04 16:27:05 main:581] : INFO : Epoch 1703 | loss: 0.0311311 | val_loss: 0.0311902 | Time: 1822.68 ms
[2021-05-04 16:27:07 main:581] : INFO : Epoch 1704 | loss: 0.0311393 | val_loss: 0.0311913 | Time: 1689.22 ms
[2021-05-04 16:27:09 main:581] : INFO : Epoch 1705 | loss: 0.0311327 | val_loss: 0.0312019 | Time: 1696.33 ms
[2021-05-04 16:27:10 main:581] : INFO : Epoch 1706 | loss: 0.0311366 | val_loss: 0.0311976 | Time: 1617.43 ms
[2021-05-04 16:27:12 main:581] : INFO : Epoch 1707 | loss: 0.0311317 | val_loss: 0.0311898 | Time: 1701.98 ms
[2021-05-04 16:27:14 main:581] : INFO : Epoch 1708 | loss: 0.0311346 | val_loss: 0.0311984 | Time: 2128.03 ms
[2021-05-04 16:27:16 main:581] : INFO : Epoch 1709 | loss: 0.0311351 | val_loss: 0.0311924 | Time: 1842.66 ms
[2021-05-04 16:27:18 main:581] : INFO : Epoch 1710 | loss: 0.0311384 | val_loss: 0.0311974 | Time: 1975.19 ms
[2021-05-04 16:27:19 main:581] : INFO : Epoch 1711 | loss: 0.0311336 | val_loss: 0.0311886 | Time: 1538.95 ms
[2021-05-04 16:27:21 main:581] : INFO : Epoch 1712 | loss: 0.0311357 | val_loss: 0.031193 | Time: 1790.45 ms
[2021-05-04 16:27:23 main:581] : INFO : Epoch 1713 | loss: 0.0311347 | val_loss: 0.0311973 | Time: 1705.15 ms
[2021-05-04 16:27:25 main:581] : INFO : Epoch 1714 | loss: 0.0311335 | val_loss: 0.0311929 | Time: 1817.48 ms
[2021-05-04 16:27:26 main:581] : INFO : Epoch 1715 | loss: 0.0311367 | val_loss: 0.0311871 | Time: 1712.36 ms
[2021-05-04 16:27:28 main:581] : INFO : Epoch 1716 | loss: 0.031133 | val_loss: 0.0311938 | Time: 1634.6 ms
[2021-05-04 16:27:30 main:581] : INFO : Epoch 1717 | loss: 0.0311342 | val_loss: 0.0311999 | Time: 1916.49 ms
[2021-05-04 16:27:32 main:581] : INFO : Epoch 1718 | loss: 0.0311335 | val_loss: 0.0312086 | Time: 1963.05 ms
[2021-05-04 16:27:34 main:581] : INFO : Epoch 1719 | loss: 0.0311341 | val_loss: 0.0312002 | Time: 1864.77 ms
[2021-05-04 16:27:35 main:581] : INFO : Epoch 1720 | loss: 0.031134 | val_loss: 0.031196 | Time: 1718.06 ms
[2021-05-04 16:27:37 main:581] : INFO : Epoch 1721 | loss: 0.0311288 | val_loss: 0.031194 | Time: 1928.02 ms
[2021-05-04 16:27:39 main:581] : INFO : Epoch 1722 | loss: 0.0311321 | val_loss: 0.0312056 | Time: 1733.47 ms
[2021-05-04 16:27:41 main:581] : INFO : Epoch 1723 | loss: 0.0311371 | val_loss: 0.0311932 | Time: 1723.79 ms
[2021-05-04 16:27:43 main:581] : INFO : Epoch 1724 | loss: 0.0311319 | val_loss: 0.031197 | Time: 1827.28 ms
[2021-05-04 16:27:45 main:581] : INFO : Epoch 1725 | loss: 0.0311322 | val_loss: 0.0311963 | Time: 1906.86 ms
[2021-05-04 16:27:47 main:581] : INFO : Epoch 1726 | loss: 0.0311299 | val_loss: 0.0311927 | Time: 1971.47 ms
[2021-05-04 16:27:48 main:581] : INFO : Epoch 1727 | loss: 0.031135 | val_loss: 0.0311974 | Time: 1940.6 ms
[2021-05-04 16:27:50 main:581] : INFO : Epoch 1728 | loss: 0.0311297 | val_loss: 0.0311934 | Time: 1747.25 ms
[2021-05-04 16:27:52 main:581] : INFO : Epoch 1729 | loss: 0.03113 | val_loss: 0.031197 | Time: 1860.71 ms
[2021-05-04 16:27:54 main:581] : INFO : Epoch 1730 | loss: 0.0311298 | val_loss: 0.0311961 | Time: 1909.04 ms
[2021-05-04 16:27:56 main:581] : INFO : Epoch 1731 | loss: 0.0311308 | val_loss: 0.0312051 | Time: 1925.32 ms
[2021-05-04 16:27:58 main:581] : INFO : Epoch 1732 | loss: 0.0311304 | val_loss: 0.0312047 | Time: 2045.88 ms
[2021-05-04 16:28:00 main:581] : INFO : Epoch 1733 | loss: 0.0311324 | val_loss: 0.0312019 | Time: 1927.09 ms
[2021-05-04 16:28:02 main:581] : INFO : Epoch 1734 | loss: 0.0311308 | val_loss: 0.0311945 | Time: 1912.77 ms
[2021-05-04 16:28:04 main:581] : INFO : Epoch 1735 | loss: 0.0311311 | val_loss: 0.0312057 | Time: 1923.09 ms
[2021-05-04 16:28:06 main:581] : INFO : Epoch 1736 | loss: 0.0311296 | val_loss: 0.0311966 | Time: 1971.98 ms
[2021-05-04 16:28:08 main:581] : INFO : Epoch 1737 | loss: 0.031135 | val_loss: 0.0311875 | Time: 1979.33 ms
[2021-05-04 16:28:10 main:581] : INFO : Epoch 1738 | loss: 0.0311329 | val_loss: 0.0311976 | Time: 1880.94 ms
[2021-05-04 16:28:11 main:581] : INFO : Epoch 1739 | loss: 0.0311348 | val_loss: 0.0312055 | Time: 1857.32 ms
[2021-05-04 16:28:13 main:581] : INFO : Epoch 1740 | loss: 0.0311411 | val_loss: 0.0311925 | Time: 1935.21 ms
[2021-05-04 16:28:15 main:581] : INFO : Epoch 1741 | loss: 0.0311353 | val_loss: 0.0311991 | Time: 1938.52 ms
[2021-05-04 16:28:17 main:581] : INFO : Epoch 1742 | loss: 0.0311353 | val_loss: 0.0311923 | Time: 1947.83 ms
[2021-05-04 16:28:19 main:581] : INFO : Epoch 1743 | loss: 0.0311398 | val_loss: 0.0311855 | Time: 1902.88 ms
[2021-05-04 16:28:21 main:581] : INFO : Epoch 1744 | loss: 0.0311414 | val_loss: 0.0311907 | Time: 1980 ms
[2021-05-04 16:28:23 main:581] : INFO : Epoch 1745 | loss: 0.0311474 | val_loss: 0.0311861 | Time: 1946.01 ms
[2021-05-04 16:28:25 main:581] : INFO : Epoch 1746 | loss: 0.0311421 | val_loss: 0.0311899 | Time: 1943.78 ms
[2021-05-04 16:28:27 main:581] : INFO : Epoch 1747 | loss: 0.0311413 | val_loss: 0.0311876 | Time: 1857.4 ms
[2021-05-04 16:28:29 main:581] : INFO : Epoch 1748 | loss: 0.0311379 | val_loss: 0.0311877 | Time: 1788.86 ms
[2021-05-04 16:28:31 main:581] : INFO : Epoch 1749 | loss: 0.0311339 | val_loss: 0.0311914 | Time: 1937.68 ms
[2021-05-04 16:28:33 main:581] : INFO : Epoch 1750 | loss: 0.0311332 | val_loss: 0.0311877 | Time: 1937.66 ms
[2021-05-04 16:28:34 main:581] : INFO : Epoch 1751 | loss: 0.0311299 | val_loss: 0.0311952 | Time: 1909.69 ms
[2021-05-04 16:28:36 main:581] : INFO : Epoch 1752 | loss: 0.0311291 | val_loss: 0.0312012 | Time: 1773.57 ms
[2021-05-04 16:28:38 main:581] : INFO : Epoch 1753 | loss: 0.031129 | val_loss: 0.0311962 | Time: 1783.32 ms
[2021-05-04 16:28:40 main:581] : INFO : Epoch 1754 | loss: 0.0311299 | val_loss: 0.0311914 | Time: 1762.65 ms
[2021-05-04 16:28:42 main:581] : INFO : Epoch 1755 | loss: 0.0311325 | val_loss: 0.0312055 | Time: 1881.27 ms
[2021-05-04 16:28:44 main:581] : INFO : Epoch 1756 | loss: 0.0311343 | val_loss: 0.031195 | Time: 1881.85 ms
[2021-05-04 16:28:45 main:581] : INFO : Epoch 1757 | loss: 0.031132 | val_loss: 0.0312015 | Time: 1890.19 ms
[2021-05-04 16:28:47 main:581] : INFO : Epoch 1758 | loss: 0.0311328 | val_loss: 0.0311959 | Time: 1918.62 ms
[2021-05-04 16:28:49 main:581] : INFO : Epoch 1759 | loss: 0.0311317 | val_loss: 0.0312035 | Time: 1865.94 ms
[2021-05-04 16:28:51 main:581] : INFO : Epoch 1760 | loss: 0.0311354 | val_loss: 0.0311991 | Time: 1840.17 ms
[2021-05-04 16:28:53 main:581] : INFO : Epoch 1761 | loss: 0.031136 | val_loss: 0.0311905 | Time: 1980.6 ms
[2021-05-04 16:28:55 main:581] : INFO : Epoch 1762 | loss: 0.0311368 | val_loss: 0.0312029 | Time: 1923.29 ms
[2021-05-04 16:28:57 main:581] : INFO : Epoch 1763 | loss: 0.0311341 | val_loss: 0.0311919 | Time: 1913.73 ms
[2021-05-04 16:28:59 main:581] : INFO : Epoch 1764 | loss: 0.031133 | val_loss: 0.0311932 | Time: 1916.83 ms
[2021-05-04 16:29:01 main:581] : INFO : Epoch 1765 | loss: 0.031126 | val_loss: 0.0312026 | Time: 1908.82 ms
[2021-05-04 16:29:03 main:581] : INFO : Epoch 1766 | loss: 0.0311293 | val_loss: 0.0312043 | Time: 1981.85 ms
[2021-05-04 16:29:05 main:581] : INFO : Epoch 1767 | loss: 0.0311319 | val_loss: 0.0312055 | Time: 1946.48 ms
[2021-05-04 16:29:07 main:581] : INFO : Epoch 1768 | loss: 0.0311295 | val_loss: 0.0312007 | Time: 1895.63 ms
[2021-05-04 16:29:09 main:581] : INFO : Epoch 1769 | loss: 0.0311306 | val_loss: 0.0311984 | Time: 2079.39 ms
[2021-05-04 16:29:11 main:581] : INFO : Epoch 1770 | loss: 0.0311252 | val_loss: 0.0311934 | Time: 1965.66 ms
[2021-05-04 16:29:13 main:581] : INFO : Epoch 1771 | loss: 0.031125 | val_loss: 0.0312008 | Time: 1961.24 ms
[2021-05-04 16:29:15 main:581] : INFO : Epoch 1772 | loss: 0.0311242 | val_loss: 0.0311992 | Time: 1973.66 ms
[2021-05-04 16:29:16 main:581] : INFO : Epoch 1773 | loss: 0.0311286 | val_loss: 0.0312052 | Time: 1980.15 ms
[2021-05-04 16:29:18 main:581] : INFO : Epoch 1774 | loss: 0.0311257 | val_loss: 0.0312002 | Time: 1952.55 ms
[2021-05-04 16:29:20 main:581] : INFO : Epoch 1775 | loss: 0.0311296 | val_loss: 0.0311961 | Time: 1963.08 ms
[2021-05-04 16:29:22 main:581] : INFO : Epoch 1776 | loss: 0.0311323 | val_loss: 0.0312056 | Time: 1965.81 ms
[2021-05-04 16:29:24 main:581] : INFO : Epoch 1777 | loss: 0.0311303 | val_loss: 0.031197 | Time: 1940.45 ms
[2021-05-04 16:29:26 main:581] : INFO : Epoch 1778 | loss: 0.0311306 | val_loss: 0.0312035 | Time: 1913.31 ms
[2021-05-04 16:29:28 main:581] : INFO : Epoch 1779 | loss: 0.0311271 | val_loss: 0.0312054 | Time: 1948.6 ms
[2021-05-04 16:29:30 main:581] : INFO : Epoch 1780 | loss: 0.0311298 | val_loss: 0.0311977 | Time: 1833.47 ms
[2021-05-04 16:29:32 main:581] : INFO : Epoch 1781 | loss: 0.0311277 | val_loss: 0.0312022 | Time: 1922.99 ms
[2021-05-04 16:29:34 main:581] : INFO : Epoch 1782 | loss: 0.031125 | val_loss: 0.0312039 | Time: 1906.65 ms
[2021-05-04 16:29:36 main:581] : INFO : Epoch 1783 | loss: 0.0311294 | val_loss: 0.0312088 | Time: 1918.16 ms
[2021-05-04 16:29:38 main:581] : INFO : Epoch 1784 | loss: 0.0311279 | val_loss: 0.0311897 | Time: 1987.83 ms
[2021-05-04 16:29:40 main:581] : INFO : Epoch 1785 | loss: 0.0311323 | val_loss: 0.0312028 | Time: 1997.94 ms
[2021-05-04 16:29:42 main:581] : INFO : Epoch 1786 | loss: 0.0311262 | val_loss: 0.0312034 | Time: 1966.95 ms
[2021-05-04 16:29:44 main:581] : INFO : Epoch 1787 | loss: 0.031127 | val_loss: 0.0311976 | Time: 1929.07 ms
[2021-05-04 16:29:46 main:581] : INFO : Epoch 1788 | loss: 0.0311308 | val_loss: 0.0312011 | Time: 1925.44 ms
[2021-05-04 16:29:48 main:581] : INFO : Epoch 1789 | loss: 0.0311257 | val_loss: 0.031199 | Time: 1949.28 ms
[2021-05-04 16:29:49 main:581] : INFO : Epoch 1790 | loss: 0.0311241 | val_loss: 0.0312014 | Time: 1940.36 ms
[2021-05-04 16:29:51 main:581] : INFO : Epoch 1791 | loss: 0.0311259 | val_loss: 0.0311963 | Time: 1867.07 ms
[2021-05-04 16:29:53 main:581] : INFO : Epoch 1792 | loss: 0.0311228 | val_loss: 0.0312009 | Time: 1782.49 ms
[2021-05-04 16:29:55 main:581] : INFO : Epoch 1793 | loss: 0.0311205 | val_loss: 0.0311957 | Time: 1916.18 ms
[2021-05-04 16:29:57 main:581] : INFO : Epoch 1794 | loss: 0.0311226 | val_loss: 0.0311991 | Time: 1995.24 ms
[2021-05-04 16:29:59 main:581] : INFO : Epoch 1795 | loss: 0.0311246 | val_loss: 0.031197 | Time: 1832.56 ms
[2021-05-04 16:30:01 main:581] : INFO : Epoch 1796 | loss: 0.0311294 | val_loss: 0.0311981 | Time: 1874.01 ms
[2021-05-04 16:30:03 main:581] : INFO : Epoch 1797 | loss: 0.0311331 | val_loss: 0.0311959 | Time: 1943.86 ms
[2021-05-04 16:30:04 main:581] : INFO : Epoch 1798 | loss: 0.0311334 | val_loss: 0.0311965 | Time: 1818.16 ms
[2021-05-04 16:30:06 main:581] : INFO : Epoch 1799 | loss: 0.0311528 | val_loss: 0.031186 | Time: 1894.22 ms
[2021-05-04 16:30:08 main:581] : INFO : Epoch 1800 | loss: 0.0311437 | val_loss: 0.0311926 | Time: 1935.09 ms
[2021-05-04 16:30:10 main:581] : INFO : Epoch 1801 | loss: 0.0311327 | val_loss: 0.0312088 | Time: 1903.84 ms
[2021-05-04 16:30:12 main:581] : INFO : Epoch 1802 | loss: 0.0311337 | val_loss: 0.0311986 | Time: 1950.77 ms
[2021-05-04 16:30:14 main:581] : INFO : Epoch 1803 | loss: 0.0311303 | val_loss: 0.0311976 | Time: 2003.11 ms
[2021-05-04 16:30:16 main:581] : INFO : Epoch 1804 | loss: 0.0311249 | val_loss: 0.0311959 | Time: 2056.5 ms
[2021-05-04 16:30:18 main:581] : INFO : Epoch 1805 | loss: 0.0311247 | val_loss: 0.0312036 | Time: 1974.53 ms
[2021-05-04 16:30:20 main:581] : INFO : Epoch 1806 | loss: 0.0311268 | val_loss: 0.0311932 | Time: 1887.71 ms
[2021-05-04 16:30:22 main:581] : INFO : Epoch 1807 | loss: 0.0311261 | val_loss: 0.031206 | Time: 1953.34 ms
[2021-05-04 16:30:24 main:581] : INFO : Epoch 1808 | loss: 0.0311267 | val_loss: 0.0312089 | Time: 1968.52 ms
[2021-05-04 16:30:26 main:581] : INFO : Epoch 1809 | loss: 0.031127 | val_loss: 0.0312 | Time: 1899.05 ms
[2021-05-04 16:30:28 main:581] : INFO : Epoch 1810 | loss: 0.0311277 | val_loss: 0.0312031 | Time: 1867.31 ms
[2021-05-04 16:30:30 main:581] : INFO : Epoch 1811 | loss: 0.0311287 | val_loss: 0.0312063 | Time: 1892.37 ms
[2021-05-04 16:30:32 main:581] : INFO : Epoch 1812 | loss: 0.0311234 | val_loss: 0.0312039 | Time: 1924.72 ms
[2021-05-04 16:30:34 main:581] : INFO : Epoch 1813 | loss: 0.0311253 | val_loss: 0.0311988 | Time: 1960.03 ms
[2021-05-04 16:30:35 main:581] : INFO : Epoch 1814 | loss: 0.0311245 | val_loss: 0.0312031 | Time: 1848.78 ms
[2021-05-04 16:30:37 main:581] : INFO : Epoch 1815 | loss: 0.0311281 | val_loss: 0.0312027 | Time: 1921.13 ms
[2021-05-04 16:30:39 main:581] : INFO : Epoch 1816 | loss: 0.0311289 | val_loss: 0.0312084 | Time: 1914.39 ms
[2021-05-04 16:30:41 main:581] : INFO : Epoch 1817 | loss: 0.0311287 | val_loss: 0.0311993 | Time: 1810.39 ms
[2021-05-04 16:30:43 main:581] : INFO : Epoch 1818 | loss: 0.0311239 | val_loss: 0.0312063 | Time: 1950.19 ms
[2021-05-04 16:30:45 main:581] : INFO : Epoch 1819 | loss: 0.0311251 | val_loss: 0.0312091 | Time: 1880.55 ms
[2021-05-04 16:30:47 main:581] : INFO : Epoch 1820 | loss: 0.0311271 | val_loss: 0.0312126 | Time: 1931.49 ms
[2021-05-04 16:30:49 main:581] : INFO : Epoch 1821 | loss: 0.0311285 | val_loss: 0.0311997 | Time: 1833.46 ms
[2021-05-04 16:30:51 main:581] : INFO : Epoch 1822 | loss: 0.0311231 | val_loss: 0.0311945 | Time: 1901.98 ms
[2021-05-04 16:30:52 main:581] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311989 | Time: 1926.72 ms
[2021-05-04 16:30:54 main:581] : INFO : Epoch 1824 | loss: 0.03113 | val_loss: 0.0312025 | Time: 1945.28 ms
[2021-05-04 16:30:56 main:581] : INFO : Epoch 1825 | loss: 0.0311258 | val_loss: 0.0312037 | Time: 1958.11 ms
[2021-05-04 16:30:58 main:581] : INFO : Epoch 1826 | loss: 0.0311289 | val_loss: 0.0311999 | Time: 1998.59 ms
[2021-05-04 16:31:00 main:581] : INFO : Epoch 1827 | loss: 0.0311246 | val_loss: 0.0311996 | Time: 1903.9 ms
[2021-05-04 16:31:02 main:581] : INFO : Epoch 1828 | loss: 0.031129 | val_loss: 0.0312077 | Time: 1957.97 ms
[2021-05-04 16:31:04 main:581] : INFO : Epoch 1829 | loss: 0.0311287 | val_loss: 0.0312009 | Time: 1997.34 ms
[2021-05-04 16:31:06 main:581] : INFO : Epoch 1830 | loss: 0.0311273 | val_loss: 0.0312064 | Time: 1878.58 ms
[2021-05-04 16:31:08 main:581] : INFO : Epoch 1831 | loss: 0.031126 | val_loss: 0.0312042 | Time: 2022.9 ms
[2021-05-04 16:31:10 main:581] : INFO : Epoch 1832 | loss: 0.0311225 | val_loss: 0.0312051 | Time: 2055.99 ms
[2021-05-04 16:31:12 main:581] : INFO : Epoch 1833 | loss: 0.0311245 | val_loss: 0.0312074 | Time: 1829.36 ms
[2021-05-04 16:31:14 main:581] : INFO : Epoch 1834 | loss: 0.0311251 | val_loss: 0.031204 | Time: 1922.79 ms
[2021-05-04 16:31:16 main:581] : INFO : Epoch 1835 | loss: 0.0311255 | val_loss: 0.0312023 | Time: 1947.93 ms
[2021-05-04 16:31:18 main:581] : INFO : Epoch 1836 | loss: 0.0311272 | val_loss: 0.0312003 | Time: 1967.71 ms
[2021-05-04 16:31:20 main:581] : INFO : Epoch 1837 | loss: 0.0311315 | val_loss: 0.0312003 | Time: 1922.27 ms
[2021-05-04 16:31:22 main:581] : INFO : Epoch 1838 | loss: 0.0311311 | val_loss: 0.0312015 | Time: 1960.57 ms
[2021-05-04 16:31:24 main:581] : INFO : Epoch 1839 | loss: 0.0311282 | val_loss: 0.0312061 | Time: 1841.73 ms
[2021-05-04 16:31:25 main:581] : INFO : Epoch 1840 | loss: 0.0311261 | val_loss: 0.0312005 | Time: 1830.05 ms
[2021-05-04 16:31:27 main:581] : INFO : Epoch 1841 | loss: 0.0311246 | val_loss: 0.0312011 | Time: 2035.19 ms
[2021-05-04 16:31:29 main:581] : INFO : Epoch 1842 | loss: 0.0311266 | val_loss: 0.0312071 | Time: 1954.81 ms
[2021-05-04 16:31:32 main:581] : INFO : Epoch 1843 | loss: 0.031131 | val_loss: 0.0311974 | Time: 2087.01 ms
[2021-05-04 16:31:33 main:581] : INFO : Epoch 1844 | loss: 0.0311323 | val_loss: 0.0311965 | Time: 1922.36 ms
[2021-05-04 16:31:35 main:581] : INFO : Epoch 1845 | loss: 0.0311285 | val_loss: 0.0311993 | Time: 1920.1 ms
[2021-05-04 16:31:37 main:581] : INFO : Epoch 1846 | loss: 0.0311284 | val_loss: 0.0312025 | Time: 1761.88 ms
[2021-05-04 16:31:39 main:581] : INFO : Epoch 1847 | loss: 0.0311297 | val_loss: 0.0311977 | Time: 1928.65 ms
[2021-05-04 16:31:41 main:581] : INFO : Epoch 1848 | loss: 0.0311244 | val_loss: 0.0312023 | Time: 1951.35 ms
[2021-05-04 16:31:43 main:581] : INFO : Epoch 1849 | loss: 0.0311292 | val_loss: 0.0312106 | Time: 1940.38 ms
[2021-05-04 16:31:45 main:581] : INFO : Epoch 1850 | loss: 0.0311303 | val_loss: 0.0311999 | Time: 1956.31 ms
[2021-05-04 16:31:47 main:581] : INFO : Epoch 1851 | loss: 0.0311259 | val_loss: 0.0312033 | Time: 1983.36 ms
[2021-05-04 16:31:49 main:581] : INFO : Epoch 1852 | loss: 0.0311257 | val_loss: 0.031197 | Time: 1935.4 ms
[2021-05-04 16:31:51 main:581] : INFO : Epoch 1853 | loss: 0.031125 | val_loss: 0.031199 | Time: 1952.07 ms
[2021-05-04 16:31:53 main:581] : INFO : Epoch 1854 | loss: 0.0311263 | val_loss: 0.0312028 | Time: 1978.26 ms
[2021-05-04 16:31:55 main:581] : INFO : Epoch 1855 | loss: 0.0311324 | val_loss: 0.0311994 | Time: 1942.62 ms
[2021-05-04 16:31:57 main:581] : INFO : Epoch 1856 | loss: 0.0311321 | val_loss: 0.0312108 | Time: 1939.76 ms
[2021-05-04 16:31:58 main:581] : INFO : Epoch 1857 | loss: 0.0311219 | val_loss: 0.0311999 | Time: 1775.31 ms
[2021-05-04 16:32:00 main:581] : INFO : Epoch 1858 | loss: 0.0311257 | val_loss: 0.031204 | Time: 1954.24 ms
[2021-05-04 16:32:02 main:581] : INFO : Epoch 1859 | loss: 0.0311322 | val_loss: 0.0311992 | Time: 2062 ms
[2021-05-04 16:32:04 main:581] : INFO : Epoch 1860 | loss: 0.0311261 | val_loss: 0.0312105 | Time: 1928.22 ms
[2021-05-04 16:32:06 main:581] : INFO : Epoch 1861 | loss: 0.0311237 | val_loss: 0.0311978 | Time: 1926.17 ms
[2021-05-04 16:32:08 main:581] : INFO : Epoch 1862 | loss: 0.0311231 | val_loss: 0.031202 | Time: 2048.11 ms
[2021-05-04 16:32:10 main:581] : INFO : Epoch 1863 | loss: 0.0311227 | val_loss: 0.0312084 | Time: 1960.56 ms
[2021-05-04 16:32:12 main:581] : INFO : Epoch 1864 | loss: 0.0311234 | val_loss: 0.031196 | Time: 1876.92 ms
[2021-05-04 16:32:14 main:581] : INFO : Epoch 1865 | loss: 0.0311343 | val_loss: 0.0312082 | Time: 1960.79 ms
[2021-05-04 16:32:16 main:581] : INFO : Epoch 1866 | loss: 0.0311281 | val_loss: 0.0312122 | Time: 1982.25 ms
[2021-05-04 16:32:18 main:581] : INFO : Epoch 1867 | loss: 0.0311191 | val_loss: 0.0311973 | Time: 1930.1 ms
[2021-05-04 16:32:20 main:581] : INFO : Epoch 1868 | loss: 0.0311285 | val_loss: 0.0312011 | Time: 1931.89 ms
[2021-05-04 16:32:22 main:581] : INFO : Epoch 1869 | loss: 0.0311231 | val_loss: 0.0311952 | Time: 1913.47 ms
[2021-05-04 16:32:24 main:581] : INFO : Epoch 1870 | loss: 0.0311207 | val_loss: 0.0312099 | Time: 1858.38 ms
[2021-05-04 16:32:26 main:581] : INFO : Epoch 1871 | loss: 0.0311188 | val_loss: 0.0312019 | Time: 1911.11 ms
[2021-05-04 16:32:27 main:581] : INFO : Epoch 1872 | loss: 0.0311226 | val_loss: 0.031217 | Time: 1823.02 ms
[2021-05-04 16:32:29 main:581] : INFO : Epoch 1873 | loss: 0.0311277 | val_loss: 0.031204 | Time: 1961.11 ms
[2021-05-04 16:32:31 main:581] : INFO : Epoch 1874 | loss: 0.0311213 | val_loss: 0.0312054 | Time: 1904.65 ms
[2021-05-04 16:32:33 main:581] : INFO : Epoch 1875 | loss: 0.0311227 | val_loss: 0.031208 | Time: 1895.14 ms
[2021-05-04 16:32:35 main:581] : INFO : Epoch 1876 | loss: 0.0311219 | val_loss: 0.0312043 | Time: 1958.89 ms
[2021-05-04 16:32:37 main:581] : INFO : Epoch 1877 | loss: 0.0311196 | val_loss: 0.0312125 | Time: 1858.58 ms
[2021-05-04 16:32:39 main:581] : INFO : Epoch 1878 | loss: 0.0311262 | val_loss: 0.0312058 | Time: 1953.88 ms
[2021-05-04 16:32:41 main:581] : INFO : Epoch 1879 | loss: 0.0311332 | val_loss: 0.0312063 | Time: 1891.13 ms
[2021-05-04 16:32:42 main:581] : INFO : Epoch 1880 | loss: 0.0311274 | val_loss: 0.031196 | Time: 1595.16 ms
[2021-05-04 16:32:44 main:581] : INFO : Epoch 1881 | loss: 0.0311284 | val_loss: 0.0312041 | Time: 1965.4 ms
[2021-05-04 16:32:46 main:581] : INFO : Epoch 1882 | loss: 0.0311265 | val_loss: 0.0312049 | Time: 1899.64 ms
[2021-05-04 16:32:48 main:581] : INFO : Epoch 1883 | loss: 0.0311238 | val_loss: 0.0312076 | Time: 1934.91 ms
[2021-05-04 16:32:50 main:581] : INFO : Epoch 1884 | loss: 0.0311202 | val_loss: 0.0312012 | Time: 1830.83 ms
[2021-05-04 16:32:52 main:581] : INFO : Epoch 1885 | loss: 0.0311223 | val_loss: 0.0312013 | Time: 1962.29 ms
[2021-05-04 16:32:54 main:581] : INFO : Epoch 1886 | loss: 0.0311212 | val_loss: 0.0312016 | Time: 1983.22 ms
[2021-05-04 16:32:56 main:581] : INFO : Epoch 1887 | loss: 0.0311201 | val_loss: 0.0312109 | Time: 1852.37 ms
[2021-05-04 16:32:58 main:581] : INFO : Epoch 1888 | loss: 0.031121 | val_loss: 0.031208 | Time: 1786.27 ms
[2021-05-04 16:33:00 main:581] : INFO : Epoch 1889 | loss: 0.0311225 | val_loss: 0.0312068 | Time: 1879.88 ms
[2021-05-04 16:33:01 main:581] : INFO : Epoch 1890 | loss: 0.031121 | val_loss: 0.0312094 | Time: 1677.66 ms
[2021-05-04 16:33:03 main:581] : INFO : Epoch 1891 | loss: 0.0311198 | val_loss: 0.0311936 | Time: 1719.77 ms
[2021-05-04 16:33:05 main:581] : INFO : Epoch 1892 | loss: 0.0311255 | val_loss: 0.0312046 | Time: 1897.94 ms
[2021-05-04 16:33:07 main:581] : INFO : Epoch 1893 | loss: 0.0311257 | val_loss: 0.0312063 | Time: 1857.62 ms
[2021-05-04 16:33:09 main:581] : INFO : Epoch 1894 | loss: 0.0311266 | val_loss: 0.031203 | Time: 1776.65 ms
[2021-05-04 16:33:10 main:581] : INFO : Epoch 1895 | loss: 0.0311278 | val_loss: 0.0312092 | Time: 1924.36 ms
[2021-05-04 16:33:12 main:581] : INFO : Epoch 1896 | loss: 0.0311226 | val_loss: 0.0311963 | Time: 1919.92 ms
[2021-05-04 16:33:14 main:581] : INFO : Epoch 1897 | loss: 0.0311221 | val_loss: 0.0312088 | Time: 1953.48 ms
[2021-05-04 16:33:16 main:581] : INFO : Epoch 1898 | loss: 0.0311226 | val_loss: 0.0312117 | Time: 1962.17 ms
[2021-05-04 16:33:18 main:581] : INFO : Epoch 1899 | loss: 0.0311206 | val_loss: 0.0311988 | Time: 1920.76 ms
[2021-05-04 16:33:20 main:581] : INFO : Epoch 1900 | loss: 0.0311235 | val_loss: 0.0312133 | Time: 1881.33 ms
[2021-05-04 16:33:22 main:581] : INFO : Epoch 1901 | loss: 0.0311198 | val_loss: 0.0312082 | Time: 1840.9 ms
[2021-05-04 16:33:24 main:581] : INFO : Epoch 1902 | loss: 0.0311228 | val_loss: 0.0312045 | Time: 1799.58 ms
[2021-05-04 16:33:25 main:581] : INFO : Epoch 1903 | loss: 0.0311175 | val_loss: 0.0312095 | Time: 1772.24 ms
[2021-05-04 16:33:27 main:581] : INFO : Epoch 1904 | loss: 0.0311205 | val_loss: 0.0312041 | Time: 1963.96 ms
[2021-05-04 16:33:29 main:581] : INFO : Epoch 1905 | loss: 0.0311232 | val_loss: 0.0312167 | Time: 1897.16 ms
[2021-05-04 16:33:31 main:581] : INFO : Epoch 1906 | loss: 0.031122 | val_loss: 0.0312026 | Time: 1919.41 ms
[2021-05-04 16:33:33 main:581] : INFO : Epoch 1907 | loss: 0.031124 | val_loss: 0.031209 | Time: 1890.04 ms
[2021-05-04 16:33:35 main:581] : INFO : Epoch 1908 | loss: 0.0311189 | val_loss: 0.0312061 | Time: 1893.78 ms
[2021-05-04 16:33:37 main:581] : INFO : Epoch 1909 | loss: 0.0311203 | val_loss: 0.0312113 | Time: 1943.45 ms
[2021-05-04 16:33:39 main:581] : INFO : Epoch 1910 | loss: 0.031126 | val_loss: 0.0312014 | Time: 2001.17 ms
[2021-05-04 16:33:41 main:581] : INFO : Epoch 1911 | loss: 0.0311279 | val_loss: 0.0312134 | Time: 1957.18 ms
[2021-05-04 16:33:43 main:581] : INFO : Epoch 1912 | loss: 0.0311254 | val_loss: 0.0312097 | Time: 1987.93 ms
[2021-05-04 16:33:45 main:581] : INFO : Epoch 1913 | loss: 0.0311252 | val_loss: 0.0312186 | Time: 1932.53 ms
[2021-05-04 16:33:47 main:581] : INFO : Epoch 1914 | loss: 0.031131 | val_loss: 0.0312015 | Time: 1989.88 ms
[2021-05-04 16:33:49 main:581] : INFO : Epoch 1915 | loss: 0.0311218 | val_loss: 0.0312041 | Time: 1833.66 ms
[2021-05-04 16:33:51 main:581] : INFO : Epoch 1916 | loss: 0.0311255 | val_loss: 0.0312023 | Time: 1959.16 ms
[2021-05-04 16:33:53 main:581] : INFO : Epoch 1917 | loss: 0.0311295 | val_loss: 0.0311994 | Time: 1903.74 ms
[2021-05-04 16:33:55 main:581] : INFO : Epoch 1918 | loss: 0.0311267 | val_loss: 0.0311978 | Time: 1938.83 ms
[2021-05-04 16:33:56 main:581] : INFO : Epoch 1919 | loss: 0.0311212 | val_loss: 0.0312082 | Time: 1934.79 ms
[2021-05-04 16:33:58 main:581] : INFO : Epoch 1920 | loss: 0.0311158 | val_loss: 0.0312046 | Time: 1908.27 ms
[2021-05-04 16:34:00 main:581] : INFO : Epoch 1921 | loss: 0.0311201 | val_loss: 0.0312203 | Time: 1958.29 ms
[2021-05-04 16:34:02 main:581] : INFO : Epoch 1922 | loss: 0.0311236 | val_loss: 0.0312095 | Time: 1975.33 ms
[2021-05-04 16:34:04 main:581] : INFO : Epoch 1923 | loss: 0.0311221 | val_loss: 0.031209 | Time: 1977.27 ms
[2021-05-04 16:34:06 main:581] : INFO : Epoch 1924 | loss: 0.0311212 | val_loss: 0.0312118 | Time: 1916.39 ms
[2021-05-04 16:34:08 main:581] : INFO : Epoch 1925 | loss: 0.0311187 | val_loss: 0.0312011 | Time: 1892.36 ms
[2021-05-04 16:34:10 main:581] : INFO : Epoch 1926 | loss: 0.0311154 | val_loss: 0.0312058 | Time: 2077.54 ms
[2021-05-04 16:34:12 main:581] : INFO : Epoch 1927 | loss: 0.0311152 | val_loss: 0.031202 | Time: 1935.84 ms
[2021-05-04 16:34:14 main:581] : INFO : Epoch 1928 | loss: 0.0311146 | val_loss: 0.0312168 | Time: 1919.02 ms
[2021-05-04 16:34:16 main:581] : INFO : Epoch 1929 | loss: 0.0311151 | val_loss: 0.0312016 | Time: 1918.93 ms
[2021-05-04 16:34:18 main:581] : INFO : Epoch 1930 | loss: 0.0311175 | val_loss: 0.0312142 | Time: 1924.59 ms
[2021-05-04 16:34:20 main:581] : INFO : Epoch 1931 | loss: 0.0311225 | val_loss: 0.0312026 | Time: 1829.72 ms
[2021-05-04 16:34:22 main:581] : INFO : Epoch 1932 | loss: 0.0311201 | val_loss: 0.0312032 | Time: 1924.31 ms
[2021-05-04 16:34:24 main:581] : INFO : Epoch 1933 | loss: 0.0311174 | val_loss: 0.0312061 | Time: 1914.76 ms
[2021-05-04 16:34:25 main:581] : INFO : Epoch 1934 | loss: 0.0311178 | val_loss: 0.0312137 | Time: 1947.67 ms
[2021-05-04 16:34:27 main:581] : INFO : Epoch 1935 | loss: 0.0311162 | val_loss: 0.0312007 | Time: 1936.99 ms
[2021-05-04 16:34:29 main:581] : INFO : Epoch 1936 | loss: 0.0311154 | val_loss: 0.0312087 | Time: 1920.18 ms
[2021-05-04 16:34:31 main:581] : INFO : Epoch 1937 | loss: 0.0311138 | val_loss: 0.0312059 | Time: 1883.16 ms
[2021-05-04 16:34:33 main:581] : INFO : Epoch 1938 | loss: 0.0311152 | val_loss: 0.0312133 | Time: 1790.59 ms
[2021-05-04 16:34:35 main:581] : INFO : Epoch 1939 | loss: 0.0311134 | val_loss: 0.0312019 | Time: 1976.33 ms
[2021-05-04 16:34:37 main:581] : INFO : Epoch 1940 | loss: 0.0311138 | val_loss: 0.0312075 | Time: 1975.29 ms
[2021-05-04 16:34:39 main:581] : INFO : Epoch 1941 | loss: 0.0311157 | val_loss: 0.0312092 | Time: 1941.89 ms
[2021-05-04 16:34:41 main:581] : INFO : Epoch 1942 | loss: 0.0311164 | val_loss: 0.0312043 | Time: 1954.27 ms
[2021-05-04 16:34:43 main:581] : INFO : Epoch 1943 | loss: 0.0311159 | val_loss: 0.0312038 | Time: 1927.58 ms
[2021-05-04 16:34:45 main:581] : INFO : Epoch 1944 | loss: 0.03112 | val_loss: 0.0312039 | Time: 1994.2 ms
[2021-05-04 16:34:47 main:581] : INFO : Epoch 1945 | loss: 0.0311189 | val_loss: 0.0312075 | Time: 1969.53 ms
[2021-05-04 16:34:49 main:581] : INFO : Epoch 1946 | loss: 0.0311213 | val_loss: 0.0312105 | Time: 1971.89 ms
[2021-05-04 16:34:51 main:581] : INFO : Epoch 1947 | loss: 0.0311254 | val_loss: 0.0311982 | Time: 1984.99 ms
[2021-05-04 16:34:53 main:581] : INFO : Epoch 1948 | loss: 0.0311273 | val_loss: 0.0312129 | Time: 1927.17 ms
[2021-05-04 16:34:55 main:581] : INFO : Epoch 1949 | loss: 0.0311205 | val_loss: 0.0312098 | Time: 1996.18 ms
[2021-05-04 16:34:57 main:581] : INFO : Epoch 1950 | loss: 0.0311157 | val_loss: 0.0312007 | Time: 1948.99 ms
[2021-05-04 16:34:58 main:581] : INFO : Epoch 1951 | loss: 0.031118 | val_loss: 0.0312076 | Time: 1908.05 ms
[2021-05-04 16:35:00 main:581] : INFO : Epoch 1952 | loss: 0.0311132 | val_loss: 0.0312115 | Time: 1973.66 ms
[2021-05-04 16:35:02 main:581] : INFO : Epoch 1953 | loss: 0.0311178 | val_loss: 0.0312112 | Time: 1921.82 ms
[2021-05-04 16:35:04 main:581] : INFO : Epoch 1954 | loss: 0.0311228 | val_loss: 0.0312054 | Time: 1943.53 ms
[2021-05-04 16:35:06 main:581] : INFO : Epoch 1955 | loss: 0.0311178 | val_loss: 0.0312074 | Time: 1958.26 ms
[2021-05-04 16:35:08 main:581] : INFO : Epoch 1956 | loss: 0.0311356 | val_loss: 0.0311965 | Time: 1864.77 ms
[2021-05-04 16:35:10 main:581] : INFO : Epoch 1957 | loss: 0.0311399 | val_loss: 0.0311897 | Time: 2048.67 ms
[2021-05-04 16:35:12 main:581] : INFO : Epoch 1958 | loss: 0.0311286 | val_loss: 0.0312011 | Time: 1936.42 ms
[2021-05-04 16:35:14 main:581] : INFO : Epoch 1959 | loss: 0.0311195 | val_loss: 0.0312072 | Time: 2018.07 ms
[2021-05-04 16:35:16 main:581] : INFO : Epoch 1960 | loss: 0.0311179 | val_loss: 0.0312107 | Time: 2078.28 ms
[2021-05-04 16:35:18 main:581] : INFO : Epoch 1961 | loss: 0.0311169 | val_loss: 0.0312039 | Time: 1899.65 ms
[2021-05-04 16:35:20 main:581] : INFO : Epoch 1962 | loss: 0.0311183 | val_loss: 0.0312061 | Time: 1951.42 ms
[2021-05-04 16:35:22 main:581] : INFO : Epoch 1963 | loss: 0.0311165 | val_loss: 0.0312145 | Time: 1952.48 ms
[2021-05-04 16:35:24 main:581] : INFO : Epoch 1964 | loss: 0.0311175 | val_loss: 0.0312019 | Time: 1922.53 ms
[2021-05-04 16:35:26 main:581] : INFO : Epoch 1965 | loss: 0.0311174 | val_loss: 0.03122 | Time: 2078.38 ms
[2021-05-04 16:35:28 main:581] : INFO : Epoch 1966 | loss: 0.0311189 | val_loss: 0.0312058 | Time: 1993.45 ms
[2021-05-04 16:35:30 main:581] : INFO : Epoch 1967 | loss: 0.0311195 | val_loss: 0.0312114 | Time: 1984.62 ms
[2021-05-04 16:35:32 main:581] : INFO : Epoch 1968 | loss: 0.0311179 | val_loss: 0.0312056 | Time: 1982.98 ms
[2021-05-04 16:35:34 main:581] : INFO : Epoch 1969 | loss: 0.0311198 | val_loss: 0.0312198 | Time: 1938.06 ms
[2021-05-04 16:35:36 main:581] : INFO : Epoch 1970 | loss: 0.0311241 | val_loss: 0.0312051 | Time: 1951.28 ms
[2021-05-04 16:35:38 main:581] : INFO : Epoch 1971 | loss: 0.03112 | val_loss: 0.0312113 | Time: 1927.35 ms
[2021-05-04 16:35:40 main:581] : INFO : Epoch 1972 | loss: 0.0311204 | val_loss: 0.0312003 | Time: 1997.5 ms
[2021-05-04 16:35:42 main:581] : INFO : Epoch 1973 | loss: 0.0311175 | val_loss: 0.0312147 | Time: 1903.51 ms
[2021-05-04 16:35:44 main:581] : INFO : Epoch 1974 | loss: 0.0311121 | val_loss: 0.0312099 | Time: 1973.89 ms
[2021-05-04 16:35:46 main:581] : INFO : Epoch 1975 | loss: 0.0311109 | val_loss: 0.0312094 | Time: 1980.91 ms
[2021-05-04 16:35:48 main:581] : INFO : Epoch 1976 | loss: 0.0311138 | val_loss: 0.0312038 | Time: 2191.83 ms
[2021-05-04 16:35:50 main:581] : INFO : Epoch 1977 | loss: 0.0311182 | val_loss: 0.0312175 | Time: 1941.26 ms
[2021-05-04 16:35:52 main:581] : INFO : Epoch 1978 | loss: 0.0311185 | val_loss: 0.0311985 | Time: 1944.88 ms
[2021-05-04 16:35:54 main:581] : INFO : Epoch 1979 | loss: 0.0311154 | val_loss: 0.0312238 | Time: 1909.02 ms
[2021-05-04 16:35:56 main:581] : INFO : Epoch 1980 | loss: 0.0311165 | val_loss: 0.0312083 | Time: 1899.15 ms
[2021-05-04 16:35:57 main:581] : INFO : Epoch 1981 | loss: 0.0311159 | val_loss: 0.0312032 | Time: 1941.77 ms
[2021-05-04 16:35:59 main:581] : INFO : Epoch 1982 | loss: 0.0311207 | val_loss: 0.0312058 | Time: 1933.52 ms
[2021-05-04 16:36:01 main:581] : INFO : Epoch 1983 | loss: 0.031116 | val_loss: 0.0312108 | Time: 1922.69 ms
[2021-05-04 16:36:03 main:581] : INFO : Epoch 1984 | loss: 0.0311236 | val_loss: 0.0312073 | Time: 1891.75 ms
[2021-05-04 16:36:05 main:581] : INFO : Epoch 1985 | loss: 0.0311202 | val_loss: 0.0312069 | Time: 1991.92 ms
[2021-05-04 16:36:07 main:581] : INFO : Epoch 1986 | loss: 0.0311167 | val_loss: 0.0312146 | Time: 1916.17 ms
[2021-05-04 16:36:09 main:581] : INFO : Epoch 1987 | loss: 0.0311203 | val_loss: 0.0312152 | Time: 1973.13 ms
[2021-05-04 16:36:11 main:581] : INFO : Epoch 1988 | loss: 0.0311184 | val_loss: 0.0312016 | Time: 1945.52 ms
[2021-05-04 16:36:13 main:581] : INFO : Epoch 1989 | loss: 0.0311186 | val_loss: 0.031215 | Time: 1949.57 ms
[2021-05-04 16:36:15 main:581] : INFO : Epoch 1990 | loss: 0.0311177 | val_loss: 0.0312013 | Time: 1965.3 ms
[2021-05-04 16:36:17 main:581] : INFO : Epoch 1991 | loss: 0.0311198 | val_loss: 0.0312133 | Time: 1960.59 ms
[2021-05-04 16:36:19 main:581] : INFO : Epoch 1992 | loss: 0.0311215 | val_loss: 0.0312004 | Time: 1954.47 ms
[2021-05-04 16:36:21 main:581] : INFO : Epoch 1993 | loss: 0.0311282 | val_loss: 0.0312037 | Time: 2062.13 ms
[2021-05-04 16:36:23 main:581] : INFO : Epoch 1994 | loss: 0.0311225 | val_loss: 0.0312247 | Time: 2191.17 ms
[2021-05-04 16:36:25 main:581] : INFO : Epoch 1995 | loss: 0.0311276 | val_loss: 0.0312027 | Time: 2069.62 ms
[2021-05-04 16:36:27 main:581] : INFO : Epoch 1996 | loss: 0.0311237 | val_loss: 0.031215 | Time: 2140.49 ms
[2021-05-04 16:36:29 main:581] : INFO : Epoch 1997 | loss: 0.0311246 | val_loss: 0.0312026 | Time: 2139.74 ms
[2021-05-04 16:36:31 main:581] : INFO : Epoch 1998 | loss: 0.0311203 | val_loss: 0.0312075 | Time: 1992.06 ms
[2021-05-04 16:36:34 main:581] : INFO : Epoch 1999 | loss: 0.0311248 | val_loss: 0.0312122 | Time: 2078.74 ms
[2021-05-04 16:36:36 main:581] : INFO : Epoch 2000 | loss: 0.0311285 | val_loss: 0.031203 | Time: 2239.52 ms
[2021-05-04 16:36:38 main:581] : INFO : Epoch 2001 | loss: 0.0311223 | val_loss: 0.0312025 | Time: 1974.12 ms
[2021-05-04 16:36:40 main:581] : INFO : Epoch 2002 | loss: 0.0311184 | val_loss: 0.0312099 | Time: 1989.33 ms
[2021-05-04 16:36:42 main:581] : INFO : Epoch 2003 | loss: 0.0311138 | val_loss: 0.0311968 | Time: 1926.94 ms
[2021-05-04 16:36:44 main:581] : INFO : Epoch 2004 | loss: 0.0311143 | val_loss: 0.0312138 | Time: 1927.19 ms
[2021-05-04 16:36:46 main:581] : INFO : Epoch 2005 | loss: 0.0311172 | val_loss: 0.0312092 | Time: 1915.64 ms
[2021-05-04 16:36:47 main:581] : INFO : Epoch 2006 | loss: 0.031116 | val_loss: 0.0312073 | Time: 1902.68 ms
[2021-05-04 16:36:49 main:581] : INFO : Epoch 2007 | loss: 0.0311156 | val_loss: 0.0312108 | Time: 1932.72 ms
[2021-05-04 16:36:51 main:581] : INFO : Epoch 2008 | loss: 0.031117 | val_loss: 0.0312085 | Time: 1920.35 ms
[2021-05-04 16:36:53 main:581] : INFO : Epoch 2009 | loss: 0.0311154 | val_loss: 0.0312124 | Time: 1928.65 ms
[2021-05-04 16:36:55 main:581] : INFO : Epoch 2010 | loss: 0.0311148 | val_loss: 0.0312116 | Time: 1949.77 ms
[2021-05-04 16:36:57 main:581] : INFO : Epoch 2011 | loss: 0.0311118 | val_loss: 0.0312205 | Time: 1953.26 ms
[2021-05-04 16:36:59 main:581] : INFO : Epoch 2012 | loss: 0.0311169 | val_loss: 0.0312002 | Time: 1988.81 ms
[2021-05-04 16:37:01 main:581] : INFO : Epoch 2013 | loss: 0.03112 | val_loss: 0.0312133 | Time: 1924.29 ms
[2021-05-04 16:37:03 main:581] : INFO : Epoch 2014 | loss: 0.0311174 | val_loss: 0.031211 | Time: 1945.27 ms
[2021-05-04 16:37:05 main:581] : INFO : Epoch 2015 | loss: 0.0311162 | val_loss: 0.0312216 | Time: 1942.5 ms
[2021-05-04 16:37:07 main:581] : INFO : Epoch 2016 | loss: 0.0311158 | val_loss: 0.0312035 | Time: 1903.98 ms
[2021-05-04 16:37:09 main:581] : INFO : Epoch 2017 | loss: 0.0311138 | val_loss: 0.0312282 | Time: 1927.14 ms
[2021-05-04 16:37:11 main:581] : INFO : Epoch 2018 | loss: 0.0311113 | val_loss: 0.0312092 | Time: 1950.17 ms
[2021-05-04 16:37:13 main:581] : INFO : Epoch 2019 | loss: 0.0311104 | val_loss: 0.0312168 | Time: 1964.95 ms
[2021-05-04 16:37:15 main:581] : INFO : Epoch 2020 | loss: 0.031114 | val_loss: 0.03121 | Time: 1988.26 ms
[2021-05-04 16:37:17 main:581] : INFO : Epoch 2021 | loss: 0.0311126 | val_loss: 0.0312221 | Time: 1971.09 ms
[2021-05-04 16:37:18 main:581] : INFO : Epoch 2022 | loss: 0.0311132 | val_loss: 0.0312057 | Time: 1827.92 ms
[2021-05-04 16:37:20 main:581] : INFO : Epoch 2023 | loss: 0.031119 | val_loss: 0.0312249 | Time: 1977.1 ms
[2021-05-04 16:37:22 main:581] : INFO : Epoch 2024 | loss: 0.0311175 | val_loss: 0.0312171 | Time: 1972.29 ms
[2021-05-04 16:37:24 main:581] : INFO : Epoch 2025 | loss: 0.0311195 | val_loss: 0.0312109 | Time: 1962.5 ms
[2021-05-04 16:37:26 main:581] : INFO : Epoch 2026 | loss: 0.0311176 | val_loss: 0.0312124 | Time: 1939.28 ms
[2021-05-04 16:37:28 main:581] : INFO : Epoch 2027 | loss: 0.0311211 | val_loss: 0.0312076 | Time: 1923.55 ms
[2021-05-04 16:37:30 main:581] : INFO : Epoch 2028 | loss: 0.0311167 | val_loss: 0.0312112 | Time: 1911.22 ms
[2021-05-04 16:37:32 main:581] : INFO : Epoch 2029 | loss: 0.0311186 | val_loss: 0.0312069 | Time: 1966.5 ms
[2021-05-04 16:37:34 main:581] : INFO : Epoch 2030 | loss: 0.0311205 | val_loss: 0.0312115 | Time: 1969.43 ms
[2021-05-04 16:37:36 main:581] : INFO : Epoch 2031 | loss: 0.0311156 | val_loss: 0.031218 | Time: 1970.61 ms
[2021-05-04 16:37:38 main:581] : INFO : Epoch 2032 | loss: 0.0311125 | val_loss: 0.0312168 | Time: 1977.15 ms
[2021-05-04 16:37:40 main:581] : INFO : Epoch 2033 | loss: 0.0311138 | val_loss: 0.0312184 | Time: 2120.97 ms
[2021-05-04 16:37:42 main:581] : INFO : Epoch 2034 | loss: 0.0311105 | val_loss: 0.0312133 | Time: 2029.08 ms
[2021-05-04 16:37:44 main:581] : INFO : Epoch 2035 | loss: 0.0311114 | val_loss: 0.031216 | Time: 2039 ms
[2021-05-04 16:37:46 main:581] : INFO : Epoch 2036 | loss: 0.0311126 | val_loss: 0.0312158 | Time: 1878.06 ms
[2021-05-04 16:37:48 main:581] : INFO : Epoch 2037 | loss: 0.0311174 | val_loss: 0.03122 | Time: 1935.07 ms
[2021-05-04 16:37:50 main:581] : INFO : Epoch 2038 | loss: 0.0311156 | val_loss: 0.0312049 | Time: 1861.27 ms
[2021-05-04 16:37:52 main:581] : INFO : Epoch 2039 | loss: 0.0311195 | val_loss: 0.0312247 | Time: 1858.08 ms
[2021-05-04 16:37:54 main:581] : INFO : Epoch 2040 | loss: 0.0311183 | val_loss: 0.0312028 | Time: 1936 ms
[2021-05-04 16:37:56 main:581] : INFO : Epoch 2041 | loss: 0.0311171 | val_loss: 0.0312192 | Time: 1997.12 ms
[2021-05-04 16:37:58 main:581] : INFO : Epoch 2042 | loss: 0.0311149 | val_loss: 0.0312031 | Time: 2024.51 ms
[2021-05-04 16:38:00 main:581] : INFO : Epoch 2043 | loss: 0.031116 | val_loss: 0.0312157 | Time: 2028.9 ms
[2021-05-04 16:38:02 main:581] : INFO : Epoch 2044 | loss: 0.0311262 | val_loss: 0.0311993 | Time: 1863.42 ms
[2021-05-04 16:38:04 main:581] : INFO : Epoch 2045 | loss: 0.03112 | val_loss: 0.0312271 | Time: 1982.79 ms
[2021-05-04 16:38:05 main:581] : INFO : Epoch 2046 | loss: 0.0311139 | val_loss: 0.0312082 | Time: 1794.83 ms
[2021-05-04 16:38:07 main:581] : INFO : Epoch 2047 | loss: 0.0311139 | val_loss: 0.0312108 | Time: 1946.5 ms
[2021-05-04 16:38:09 main:581] : INFO : Epoch 2048 | loss: 0.0311154 | val_loss: 0.0312162 | Time: 1922.3 ms
[2021-05-04 16:38:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312162
[2021-05-04 16:38:09 main:610] : INFO : Saving end state to config to file
[2021-05-04 16:38:09 main:615] : INFO : Success, exiting..
16:38:09 (1003120): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)