Task 3749537
| Name | ParityModified-1611091249-28880-1_0 |
| Workunit | 1927237 |
| Created | 21 Jan 2021, 12:24:54 UTC |
| Sent | 21 Jan 2021, 18:55:04 UTC |
| Report deadline | 28 Jan 2021, 18:55:04 UTC |
| Received | 21 Jan 2021, 21:07:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 7 min 5 sec |
| CPU time | 1 hours 3 min 35 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: 0.0311026 | val_loss: 0.0311437 | Time: 1969.77 ms [2021-01-21 11:50:49 main:574] : INFO : Epoch 1543 | loss: 0.0311022 | val_loss: 0.0311504 | Time: 2003.96 ms [2021-01-21 11:50:51 main:574] : INFO : Epoch 1544 | loss: 0.0311067 | val_loss: 0.0311465 | Time: 1876.73 ms [2021-01-21 11:50:53 main:574] : INFO : Epoch 1545 | loss: 0.0311066 | val_loss: 0.0311502 | Time: 1919.59 ms [2021-01-21 11:50:55 main:574] : INFO : Epoch 1546 | loss: 0.0311008 | val_loss: 0.0311461 | Time: 1901.07 ms [2021-01-21 11:50:57 main:574] : INFO : Epoch 1547 | loss: 0.0311007 | val_loss: 0.0311413 | Time: 1962.43 ms [2021-01-21 11:50:59 main:574] : INFO : Epoch 1548 | loss: 0.0310992 | val_loss: 0.0311446 | Time: 1906.79 ms [2021-01-21 11:51:01 main:574] : INFO : Epoch 1549 | loss: 0.0310976 | val_loss: 0.0311477 | Time: 1923.87 ms [2021-01-21 11:51:03 main:574] : INFO : Epoch 1550 | loss: 0.0310977 | val_loss: 0.0311441 | Time: 2017.36 ms [2021-01-21 11:51:05 main:574] : INFO : Epoch 1551 | loss: 0.0311038 | val_loss: 0.0311472 | Time: 1914 ms [2021-01-21 11:51:07 main:574] : INFO : Epoch 1552 | loss: 0.0311028 | val_loss: 0.0311542 | Time: 1897.13 ms [2021-01-21 11:51:09 main:574] : INFO : Epoch 1553 | loss: 0.0311022 | val_loss: 0.0311484 | Time: 1885.61 ms [2021-01-21 11:51:11 main:574] : INFO : Epoch 1554 | loss: 0.0311001 | val_loss: 0.0311472 | Time: 1871.6 ms [2021-01-21 11:51:13 main:574] : INFO : Epoch 1555 | loss: 0.0310992 | val_loss: 0.0311459 | Time: 1884.21 ms [2021-01-21 11:51:15 main:574] : INFO : Epoch 1556 | loss: 0.0311021 | val_loss: 0.0311462 | Time: 1909.85 ms [2021-01-21 11:51:17 main:574] : INFO : Epoch 1557 | loss: 0.0311 | val_loss: 0.0311437 | Time: 1947.87 ms [2021-01-21 11:51:19 main:574] : INFO : Epoch 1558 | loss: 0.0310961 | val_loss: 0.0311439 | Time: 1943.25 ms [2021-01-21 11:51:21 main:574] : INFO : Epoch 1559 | loss: 0.0310967 | val_loss: 0.0311479 | Time: 1938.73 ms [2021-01-21 11:51:23 main:574] : INFO : Epoch 1560 | loss: 0.0310977 | val_loss: 0.0311529 | Time: 1895.53 ms [2021-01-21 11:51:24 main:574] : INFO : Epoch 1561 | loss: 0.0310983 | val_loss: 0.0311426 | Time: 1879.14 ms [2021-01-21 11:51:26 main:574] : INFO : Epoch 1562 | loss: 0.0310982 | val_loss: 0.0311473 | Time: 1887.32 ms [2021-01-21 11:51:28 main:574] : INFO : Epoch 1563 | loss: 0.0310969 | val_loss: 0.031139 | Time: 1880.2 ms [2021-01-21 11:51:30 main:574] : INFO : Epoch 1564 | loss: 0.0310977 | val_loss: 0.0311521 | Time: 1977.64 ms [2021-01-21 11:51:32 main:574] : INFO : Epoch 1565 | loss: 0.0311009 | val_loss: 0.0311547 | Time: 1926.61 ms [2021-01-21 11:51:34 main:574] : INFO : Epoch 1566 | loss: 0.0311004 | val_loss: 0.0311436 | Time: 2014.63 ms [2021-01-21 11:51:36 main:574] : INFO : Epoch 1567 | loss: 0.0310981 | val_loss: 0.0311418 | Time: 1950.42 ms [2021-01-21 11:51:38 main:574] : INFO : Epoch 1568 | loss: 0.0311102 | val_loss: 0.0311432 | Time: 1943.69 ms [2021-01-21 11:51:40 main:574] : INFO : Epoch 1569 | loss: 0.0311058 | val_loss: 0.0311449 | Time: 1915.25 ms [2021-01-21 11:51:42 main:574] : INFO : Epoch 1570 | loss: 0.0311051 | val_loss: 0.0311491 | Time: 1902.08 ms [2021-01-21 11:51:44 main:574] : INFO : Epoch 1571 | loss: 0.0311121 | val_loss: 0.0311433 | Time: 1854 ms [2021-01-21 11:51:46 main:574] : INFO : Epoch 1572 | loss: 0.0311119 | val_loss: 0.0311477 | Time: 1874.21 ms [2021-01-21 11:51:48 main:574] : INFO : Epoch 1573 | loss: 0.0311061 | val_loss: 0.0311422 | Time: 1917.46 ms [2021-01-21 11:51:50 main:574] : INFO : Epoch 1574 | loss: 0.0311078 | val_loss: 0.0311489 | Time: 1863.6 ms [2021-01-21 11:51:52 main:574] : INFO : Epoch 1575 | loss: 0.0311178 | val_loss: 0.0311573 | Time: 1884.05 ms [2021-01-21 11:51:54 main:574] : INFO : Epoch 1576 | loss: 0.0311281 | val_loss: 0.0311444 | Time: 1891.87 ms [2021-01-21 11:51:56 main:574] : INFO : Epoch 1577 | loss: 0.0311173 | val_loss: 0.0311409 | Time: 1906 ms [2021-01-21 11:51:58 main:574] : INFO : Epoch 1578 | loss: 0.0311115 | val_loss: 0.0311407 | Time: 1889.46 ms [2021-01-21 11:51:59 main:574] : INFO : Epoch 1579 | loss: 0.031109 | val_loss: 0.031141 | Time: 1956.86 ms [2021-01-21 11:52:01 main:574] : INFO : Epoch 1580 | loss: 0.0311066 | val_loss: 0.0311442 | Time: 1908.17 ms [2021-01-21 11:52:03 main:574] : INFO : Epoch 1581 | loss: 0.0311133 | val_loss: 0.0311345 | Time: 1948.76 ms [2021-01-21 11:52:05 main:574] : INFO : Epoch 1582 | loss: 0.0311088 | val_loss: 0.0311352 | Time: 1966.65 ms [2021-01-21 11:52:08 main:574] : INFO : Epoch 1583 | loss: 0.0311082 | val_loss: 0.0311474 | Time: 2079.16 ms [2021-01-21 11:52:10 main:574] : INFO : Epoch 1584 | loss: 0.0311175 | val_loss: 0.0311399 | Time: 2003.64 ms [2021-01-21 11:52:12 main:574] : INFO : Epoch 1585 | loss: 0.0311124 | val_loss: 0.0311403 | Time: 1948.34 ms [2021-01-21 11:52:14 main:574] : INFO : Epoch 1586 | loss: 0.0311051 | val_loss: 0.0311395 | Time: 2037.86 ms [2021-01-21 11:52:16 main:574] : INFO : Epoch 1587 | loss: 0.0311164 | val_loss: 0.0311414 | Time: 1981.66 ms [2021-01-21 11:52:18 main:574] : INFO : Epoch 1588 | loss: 0.0311186 | val_loss: 0.0311369 | Time: 1870.93 ms [2021-01-21 11:52:20 main:574] : INFO : Epoch 1589 | loss: 0.0311176 | val_loss: 0.0311395 | Time: 1911.08 ms [2021-01-21 11:52:21 main:574] : INFO : Epoch 1590 | loss: 0.0311133 | val_loss: 0.0311453 | Time: 1867.76 ms [2021-01-21 11:52:24 main:574] : INFO : Epoch 1591 | loss: 0.0311093 | val_loss: 0.0311414 | Time: 2040 ms [2021-01-21 11:52:26 main:574] : INFO : Epoch 1592 | loss: 0.0311088 | val_loss: 0.0311388 | Time: 1881.01 ms [2021-01-21 11:52:27 main:574] : INFO : Epoch 1593 | loss: 0.031106 | val_loss: 0.0311352 | Time: 1903.57 ms [2021-01-21 11:52:29 main:574] : INFO : Epoch 1594 | loss: 0.0311047 | val_loss: 0.0311391 | Time: 1963.38 ms [2021-01-21 11:52:31 main:574] : INFO : Epoch 1595 | loss: 0.031105 | val_loss: 0.0311398 | Time: 1873.12 ms [2021-01-21 11:52:33 main:574] : INFO : Epoch 1596 | loss: 0.0311042 | val_loss: 0.0311394 | Time: 1859.11 ms [2021-01-21 11:52:35 main:574] : INFO : Epoch 1597 | loss: 0.0311025 | val_loss: 0.0311412 | Time: 2011.66 ms [2021-01-21 11:52:37 main:574] : INFO : Epoch 1598 | loss: 0.0311021 | val_loss: 0.0311404 | Time: 1880.2 ms [2021-01-21 11:52:39 main:574] : INFO : Epoch 1599 | loss: 0.0311035 | val_loss: 0.0311398 | Time: 1887.97 ms [2021-01-21 11:52:41 main:574] : INFO : Epoch 1600 | loss: 0.0311081 | val_loss: 0.0311415 | Time: 1875.02 ms [2021-01-21 11:52:43 main:574] : INFO : Epoch 1601 | loss: 0.0311079 | val_loss: 0.0311413 | Time: 1915.36 ms [2021-01-21 11:52:45 main:574] : INFO : Epoch 1602 | loss: 0.0311053 | val_loss: 0.0311537 | Time: 1876.85 ms [2021-01-21 11:52:47 main:574] : INFO : Epoch 1603 | loss: 0.0311075 | val_loss: 0.0311522 | Time: 1973.82 ms [2021-01-21 11:52:49 main:574] : INFO : Epoch 1604 | loss: 0.0311073 | val_loss: 0.0311508 | Time: 2021.65 ms [2021-01-21 11:52:51 main:574] : INFO : Epoch 1605 | loss: 0.0311051 | val_loss: 0.0311446 | Time: 1911.76 ms [2021-01-21 11:52:53 main:574] : INFO : Epoch 1606 | loss: 0.0311007 | val_loss: 0.0311435 | Time: 1883.9 ms [2021-01-21 11:52:55 main:574] : INFO : Epoch 1607 | loss: 0.0311053 | val_loss: 0.031144 | Time: 1935.03 ms [2021-01-21 11:52:57 main:574] : INFO : Epoch 1608 | loss: 0.0311012 | val_loss: 0.031147 | Time: 1950.14 ms [2021-01-21 11:52:59 main:574] : INFO : Epoch 1609 | loss: 0.0311013 | val_loss: 0.0311517 | Time: 1909.06 ms [2021-01-21 11:53:01 main:574] : INFO : Epoch 1610 | loss: 0.031102 | val_loss: 0.0311449 | Time: 1869.29 ms [2021-01-21 11:53:03 main:574] : INFO : Epoch 1611 | loss: 0.0311015 | val_loss: 0.0311411 | Time: 1917.1 ms [2021-01-21 11:53:04 main:574] : INFO : Epoch 1612 | loss: 0.0310986 | val_loss: 0.0311463 | Time: 1964.38 ms [2021-01-21 11:53:06 main:574] : INFO : Epoch 1613 | loss: 0.031097 | val_loss: 0.0311497 | Time: 1882.04 ms [2021-01-21 11:53:08 main:574] : INFO : Epoch 1614 | loss: 0.0310975 | val_loss: 0.0311504 | Time: 1884.32 ms [2021-01-21 11:53:10 main:574] : INFO : Epoch 1615 | loss: 0.0310978 | val_loss: 0.0311438 | Time: 1940.83 ms [2021-01-21 11:53:12 main:574] : INFO : Epoch 1616 | loss: 0.0310971 | val_loss: 0.0311496 | Time: 1863.35 ms [2021-01-21 11:53:14 main:574] : INFO : Epoch 1617 | loss: 0.0311019 | val_loss: 0.0311485 | Time: 1926.15 ms [2021-01-21 11:53:16 main:574] : INFO : Epoch 1618 | loss: 0.0310973 | val_loss: 0.0311449 | Time: 1921.17 ms [2021-01-21 11:53:18 main:574] : INFO : Epoch 1619 | loss: 0.0310989 | val_loss: 0.031151 | Time: 1890.37 ms [2021-01-21 11:53:20 main:574] : INFO : Epoch 1620 | loss: 0.0311004 | val_loss: 0.0311462 | Time: 1900.47 ms [2021-01-21 11:53:22 main:574] : INFO : Epoch 1621 | loss: 0.0310935 | val_loss: 0.0311482 | Time: 1978.15 ms [2021-01-21 11:53:24 main:574] : INFO : Epoch 1622 | loss: 0.031092 | val_loss: 0.0311512 | Time: 1925.87 ms [2021-01-21 11:53:26 main:574] : INFO : Epoch 1623 | loss: 0.0310938 | val_loss: 0.0311453 | Time: 1948.86 ms [2021-01-21 11:53:28 main:574] : INFO : Epoch 1624 | loss: 0.0310979 | val_loss: 0.0311425 | Time: 1877.98 ms [2021-01-21 11:53:30 main:574] : INFO : Epoch 1625 | loss: 0.0310953 | val_loss: 0.0311434 | Time: 1937.25 ms [2021-01-21 11:53:32 main:574] : INFO : Epoch 1626 | loss: 0.0310974 | val_loss: 0.0311484 | Time: 1993.78 ms [2021-01-21 11:53:34 main:574] : INFO : Epoch 1627 | loss: 0.0311003 | val_loss: 0.0311455 | Time: 1917.97 ms [2021-01-21 11:53:36 main:574] : INFO : Epoch 1628 | loss: 0.0310942 | val_loss: 0.0311432 | Time: 1905.82 ms [2021-01-21 11:53:38 main:574] : INFO : Epoch 1629 | loss: 0.0310944 | val_loss: 0.0311437 | Time: 1943.33 ms [2021-01-21 11:53:40 main:574] : INFO : Epoch 1630 | loss: 0.0310966 | val_loss: 0.0311444 | Time: 1961.72 ms [2021-01-21 11:53:42 main:574] : INFO : Epoch 1631 | loss: 0.0310982 | val_loss: 0.0311473 | Time: 1904.23 ms [2021-01-21 11:53:44 main:574] : INFO : Epoch 1632 | loss: 0.0310993 | val_loss: 0.0311418 | Time: 2009.61 ms [2021-01-21 11:53:46 main:574] : INFO : Epoch 1633 | loss: 0.0310958 | val_loss: 0.0311502 | Time: 2015.15 ms [2021-01-21 11:53:48 main:574] : INFO : Epoch 1634 | loss: 0.0310956 | val_loss: 0.0311418 | Time: 2020.98 ms [2021-01-21 11:53:50 main:574] : INFO : Epoch 1635 | loss: 0.0310946 | val_loss: 0.0311497 | Time: 1861.52 ms [2021-01-21 11:53:52 main:574] : INFO : Epoch 1636 | loss: 0.0310946 | val_loss: 0.0311467 | Time: 1857.38 ms [2021-01-21 11:53:53 main:574] : INFO : Epoch 1637 | loss: 0.0310914 | val_loss: 0.0311478 | Time: 1931.94 ms [2021-01-21 11:53:55 main:574] : INFO : Epoch 1638 | loss: 0.0311096 | val_loss: 0.0311452 | Time: 1884.49 ms [2021-01-21 11:53:57 main:574] : INFO : Epoch 1639 | loss: 0.0311071 | val_loss: 0.0311475 | Time: 2053.7 ms [2021-01-21 11:53:59 main:574] : INFO : Epoch 1640 | loss: 0.0311018 | val_loss: 0.0311647 | Time: 1896.13 ms [2021-01-21 11:54:01 main:574] : INFO : Epoch 1641 | loss: 0.0311029 | val_loss: 0.0311434 | Time: 2001.37 ms [2021-01-21 11:54:03 main:574] : INFO : Epoch 1642 | loss: 0.0310938 | val_loss: 0.0311434 | Time: 1876.23 ms [2021-01-21 11:54:05 main:574] : INFO : Epoch 1643 | loss: 0.0310928 | val_loss: 0.0311421 | Time: 2074.1 ms [2021-01-21 11:54:07 main:574] : INFO : Epoch 1644 | loss: 0.0310956 | val_loss: 0.0311415 | Time: 1886.53 ms [2021-01-21 11:54:09 main:574] : INFO : Epoch 1645 | loss: 0.0311011 | val_loss: 0.0311442 | Time: 2003.87 ms [2021-01-21 11:54:11 main:574] : INFO : Epoch 1646 | loss: 0.0311038 | val_loss: 0.0311428 | Time: 1868.48 ms [2021-01-21 11:54:13 main:574] : INFO : Epoch 1647 | loss: 0.0311052 | val_loss: 0.0311466 | Time: 1872.19 ms [2021-01-21 11:54:15 main:574] : INFO : Epoch 1648 | loss: 0.0311101 | val_loss: 0.0311403 | Time: 1969.99 ms [2021-01-21 11:54:17 main:574] : INFO : Epoch 1649 | loss: 0.0311125 | val_loss: 0.0311497 | Time: 1881.25 ms [2021-01-21 11:54:19 main:574] : INFO : Epoch 1650 | loss: 0.0311074 | val_loss: 0.0311379 | Time: 1887.06 ms [2021-01-21 11:54:21 main:574] : INFO : Epoch 1651 | loss: 0.03111 | val_loss: 0.0311426 | Time: 1901.31 ms [2021-01-21 11:54:23 main:574] : INFO : Epoch 1652 | loss: 0.0311075 | val_loss: 0.0311405 | Time: 1941.59 ms [2021-01-21 11:54:25 main:574] : INFO : Epoch 1653 | loss: 0.0311086 | val_loss: 0.0311484 | Time: 1908.65 ms [2021-01-21 11:54:27 main:574] : INFO : Epoch 1654 | loss: 0.0311028 | val_loss: 0.0311454 | Time: 1861.37 ms [2021-01-21 11:54:29 main:574] : INFO : Epoch 1655 | loss: 0.0310993 | val_loss: 0.0311416 | Time: 1927.49 ms [2021-01-21 11:54:31 main:574] : INFO : Epoch 1656 | loss: 0.0310984 | val_loss: 0.0311424 | Time: 1878.02 ms [2021-01-21 11:54:33 main:574] : INFO : Epoch 1657 | loss: 0.0310992 | val_loss: 0.0311455 | Time: 1872.3 ms [2021-01-21 11:54:34 main:574] : INFO : Epoch 1658 | loss: 0.0310998 | val_loss: 0.0311412 | Time: 1902.79 ms [2021-01-21 11:54:36 main:574] : INFO : Epoch 1659 | loss: 0.0310957 | val_loss: 0.0311437 | Time: 1959.21 ms [2021-01-21 11:54:38 main:574] : INFO : Epoch 1660 | loss: 0.0310972 | val_loss: 0.0311446 | Time: 1897.54 ms [2021-01-21 11:54:40 main:574] : INFO : Epoch 1661 | loss: 0.0311003 | val_loss: 0.0311383 | Time: 1871.08 ms [2021-01-21 11:54:42 main:574] : INFO : Epoch 1662 | loss: 0.0310977 | val_loss: 0.031143 | Time: 2023.31 ms [2021-01-21 11:54:44 main:574] : INFO : Epoch 1663 | loss: 0.031097 | val_loss: 0.0311407 | Time: 1878.47 ms [2021-01-21 11:54:46 main:574] : INFO : Epoch 1664 | loss: 0.0311063 | val_loss: 0.0311487 | Time: 1959.26 ms [2021-01-21 11:54:48 main:574] : INFO : Epoch 1665 | loss: 0.031106 | val_loss: 0.0311385 | Time: 2015.04 ms [2021-01-21 11:54:50 main:574] : INFO : Epoch 1666 | loss: 0.0311125 | val_loss: 0.0311518 | Time: 1982.01 ms [2021-01-21 11:54:52 main:574] : INFO : Epoch 1667 | loss: 0.0311336 | val_loss: 0.0311509 | Time: 1955.94 ms [2021-01-21 11:54:54 main:574] : INFO : Epoch 1668 | loss: 0.0311297 | val_loss: 0.0311509 | Time: 1938.47 ms [2021-01-21 11:54:56 main:574] : INFO : Epoch 1669 | loss: 0.0311235 | val_loss: 0.0311452 | Time: 2003.54 ms [2021-01-21 11:54:58 main:574] : INFO : Epoch 1670 | loss: 0.031121 | val_loss: 0.0311568 | Time: 1853.89 ms [2021-01-21 11:55:00 main:574] : INFO : Epoch 1671 | loss: 0.031118 | val_loss: 0.0311462 | Time: 1872.84 ms [2021-01-21 11:55:02 main:574] : INFO : Epoch 1672 | loss: 0.0311151 | val_loss: 0.0311427 | Time: 1999.14 ms [2021-01-21 11:55:04 main:574] : INFO : Epoch 1673 | loss: 0.031113 | val_loss: 0.0311419 | Time: 1860.35 ms [2021-01-21 11:55:06 main:574] : INFO : Epoch 1674 | loss: 0.0311121 | val_loss: 0.0311473 | Time: 1955.27 ms [2021-01-21 11:55:08 main:574] : INFO : Epoch 1675 | loss: 0.0311207 | val_loss: 0.0311425 | Time: 1956.71 ms [2021-01-21 11:55:10 main:574] : INFO : Epoch 1676 | loss: 0.031116 | val_loss: 0.0311389 | Time: 1907.01 ms [2021-01-21 11:55:12 main:574] : INFO : Epoch 1677 | loss: 0.0311133 | val_loss: 0.0311434 | Time: 1881.04 ms [2021-01-21 11:55:14 main:574] : INFO : Epoch 1678 | loss: 0.0311114 | val_loss: 0.0311442 | Time: 1921.7 ms [2021-01-21 11:55:16 main:574] : INFO : Epoch 1679 | loss: 0.0311104 | val_loss: 0.0311472 | Time: 1907.85 ms [2021-01-21 11:55:18 main:574] : INFO : Epoch 1680 | loss: 0.0311133 | val_loss: 0.0311409 | Time: 2037.65 ms [2021-01-21 11:55:20 main:574] : INFO : Epoch 1681 | loss: 0.0311101 | val_loss: 0.0311433 | Time: 1992.86 ms [2021-01-21 11:55:22 main:574] : INFO : Epoch 1682 | loss: 0.0311114 | val_loss: 0.0311403 | Time: 2074.01 ms [2021-01-21 11:55:24 main:574] : INFO : Epoch 1683 | loss: 0.0311085 | val_loss: 0.0311408 | Time: 1976.04 ms [2021-01-21 11:55:26 main:574] : INFO : Epoch 1684 | loss: 0.031106 | val_loss: 0.0311437 | Time: 1978.73 ms [2021-01-21 11:55:28 main:574] : INFO : Epoch 1685 | loss: 0.0311105 | val_loss: 0.0311401 | Time: 1955.13 ms [2021-01-21 11:55:30 main:574] : INFO : Epoch 1686 | loss: 0.0311108 | val_loss: 0.0311421 | Time: 2073.75 ms [2021-01-21 11:55:32 main:574] : INFO : Epoch 1687 | loss: 0.0311083 | val_loss: 0.031145 | Time: 2021.73 ms [2021-01-21 11:55:34 main:574] : INFO : Epoch 1688 | loss: 0.0311071 | val_loss: 0.031139 | Time: 1991.92 ms [2021-01-21 11:55:36 main:574] : INFO : Epoch 1689 | loss: 0.0311045 | val_loss: 0.0311449 | Time: 1849.18 ms [2021-01-21 11:55:38 main:574] : INFO : Epoch 1690 | loss: 0.0311055 | val_loss: 0.0311449 | Time: 1873.09 ms [2021-01-21 11:55:40 main:574] : INFO : Epoch 1691 | loss: 0.0311038 | val_loss: 0.0311402 | Time: 1981.56 ms [2021-01-21 11:55:42 main:574] : INFO : Epoch 1692 | loss: 0.0311025 | val_loss: 0.0311402 | Time: 1889.44 ms [2021-01-21 11:55:44 main:574] : INFO : Epoch 1693 | loss: 0.0311089 | val_loss: 0.0311444 | Time: 1905.76 ms [2021-01-21 11:55:46 main:574] : INFO : Epoch 1694 | loss: 0.0311095 | val_loss: 0.0311443 | Time: 1850.23 ms [2021-01-21 11:55:47 main:574] : INFO : Epoch 1695 | loss: 0.0311057 | val_loss: 0.0311445 | Time: 1865.04 ms [2021-01-21 11:55:49 main:574] : INFO : Epoch 1696 | loss: 0.0311058 | val_loss: 0.0311447 | Time: 1880.45 ms [2021-01-21 11:55:51 main:574] : INFO : Epoch 1697 | loss: 0.0311037 | val_loss: 0.0311495 | Time: 1944.73 ms [2021-01-21 11:55:53 main:574] : INFO : Epoch 1698 | loss: 0.0311036 | val_loss: 0.0311453 | Time: 1935.05 ms [2021-01-21 11:55:55 main:574] : INFO : Epoch 1699 | loss: 0.0311067 | val_loss: 0.0311501 | Time: 1848.66 ms [2021-01-21 11:55:57 main:574] : INFO : Epoch 1700 | loss: 0.0311034 | val_loss: 0.0311487 | Time: 1995.58 ms [2021-01-21 11:55:59 main:574] : INFO : Epoch 1701 | loss: 0.0311074 | val_loss: 0.0311495 | Time: 2034.53 ms [2021-01-21 11:56:01 main:574] : INFO : Epoch 1702 | loss: 0.0311001 | val_loss: 0.031148 | Time: 1920.85 ms [2021-01-21 11:56:03 main:574] : INFO : Epoch 1703 | loss: 0.0310985 | val_loss: 0.0311454 | Time: 2011.82 ms [2021-01-21 11:56:05 main:574] : INFO : Epoch 1704 | loss: 0.0311013 | val_loss: 0.031135 | Time: 1963.33 ms [2021-01-21 11:56:07 main:574] : INFO : Epoch 1705 | loss: 0.0311013 | val_loss: 0.0311542 | Time: 1956.03 ms [2021-01-21 11:56:09 main:574] : INFO : Epoch 1706 | loss: 0.0311029 | val_loss: 0.0311517 | Time: 1909.05 ms [2021-01-21 11:56:11 main:574] : INFO : Epoch 1707 | loss: 0.0310997 | val_loss: 0.0311471 | Time: 1988.59 ms [2021-01-21 11:56:13 main:574] : INFO : Epoch 1708 | loss: 0.0310972 | val_loss: 0.0311471 | Time: 1942.85 ms [2021-01-21 11:56:15 main:574] : INFO : Epoch 1709 | loss: 0.0310976 | val_loss: 0.0311445 | Time: 2028.96 ms [2021-01-21 11:56:17 main:574] : INFO : Epoch 1710 | loss: 0.0310977 | val_loss: 0.0311457 | Time: 1979.07 ms [2021-01-21 11:56:19 main:574] : INFO : Epoch 1711 | loss: 0.0311018 | val_loss: 0.0311426 | Time: 2025.98 ms [2021-01-21 11:56:21 main:574] : INFO : Epoch 1712 | loss: 0.0311073 | val_loss: 0.0311556 | Time: 1957.11 ms [2021-01-21 11:56:23 main:574] : INFO : Epoch 1713 | loss: 0.0311035 | val_loss: 0.0311487 | Time: 2022.26 ms [2021-01-21 11:56:25 main:574] : INFO : Epoch 1714 | loss: 0.0311026 | val_loss: 0.0311462 | Time: 2076.88 ms [2021-01-21 11:56:27 main:574] : INFO : Epoch 1715 | loss: 0.0310992 | val_loss: 0.0311435 | Time: 1997.16 ms [2021-01-21 11:56:29 main:574] : INFO : Epoch 1716 | loss: 0.0311047 | val_loss: 0.0311517 | Time: 2027.73 ms [2021-01-21 11:56:31 main:574] : INFO : Epoch 1717 | loss: 0.0311007 | val_loss: 0.0311417 | Time: 1868.55 ms [2021-01-21 11:56:33 main:574] : INFO : Epoch 1718 | loss: 0.0310979 | val_loss: 0.0311448 | Time: 1942.91 ms [2021-01-21 11:56:35 main:574] : INFO : Epoch 1719 | loss: 0.0310981 | val_loss: 0.0311503 | Time: 1876.02 ms [2021-01-21 11:56:37 main:574] : INFO : Epoch 1720 | loss: 0.0311067 | val_loss: 0.0311469 | Time: 1965.92 ms [2021-01-21 11:56:39 main:574] : INFO : Epoch 1721 | loss: 0.031105 | val_loss: 0.0311493 | Time: 1932.19 ms [2021-01-21 11:56:41 main:574] : INFO : Epoch 1722 | loss: 0.0311016 | val_loss: 0.0311466 | Time: 1932.66 ms [2021-01-21 11:56:43 main:574] : INFO : Epoch 1723 | loss: 0.0310987 | val_loss: 0.0311474 | Time: 1894.32 ms [2021-01-21 11:56:45 main:574] : INFO : Epoch 1724 | loss: 0.0310976 | val_loss: 0.0311459 | Time: 1857.35 ms [2021-01-21 11:56:47 main:574] : INFO : Epoch 1725 | loss: 0.0310955 | val_loss: 0.0311438 | Time: 1990.45 ms [2021-01-21 11:56:49 main:574] : INFO : Epoch 1726 | loss: 0.0310953 | val_loss: 0.0311467 | Time: 1886.45 ms [2021-01-21 11:56:51 main:574] : INFO : Epoch 1727 | loss: 0.0310973 | val_loss: 0.031142 | Time: 1992.6 ms [2021-01-21 11:56:53 main:574] : INFO : Epoch 1728 | loss: 0.0311047 | val_loss: 0.0311385 | Time: 1975.38 ms [2021-01-21 11:56:55 main:574] : INFO : Epoch 1729 | loss: 0.0311043 | val_loss: 0.0311406 | Time: 1862.73 ms [2021-01-21 11:56:57 main:574] : INFO : Epoch 1730 | loss: 0.031101 | val_loss: 0.0311413 | Time: 1867.9 ms [2021-01-21 11:56:58 main:574] : INFO : Epoch 1731 | loss: 0.0310986 | val_loss: 0.0311444 | Time: 1887.94 ms [2021-01-21 11:57:01 main:574] : INFO : Epoch 1732 | loss: 0.0310959 | val_loss: 0.031143 | Time: 2011.01 ms [2021-01-21 11:57:03 main:574] : INFO : Epoch 1733 | loss: 0.0310979 | val_loss: 0.031147 | Time: 1982.44 ms [2021-01-21 11:57:05 main:574] : INFO : Epoch 1734 | loss: 0.0311003 | val_loss: 0.0311456 | Time: 1947.71 ms [2021-01-21 11:57:06 main:574] : INFO : Epoch 1735 | loss: 0.0310982 | val_loss: 0.0311462 | Time: 1853.03 ms [2021-01-21 11:57:08 main:574] : INFO : Epoch 1736 | loss: 0.0310967 | val_loss: 0.0311434 | Time: 1941.17 ms [2021-01-21 11:57:10 main:574] : INFO : Epoch 1737 | loss: 0.0310928 | val_loss: 0.0311489 | Time: 1925.17 ms [2021-01-21 11:57:12 main:574] : INFO : Epoch 1738 | loss: 0.0310937 | val_loss: 0.031148 | Time: 1973.83 ms [2021-01-21 11:57:14 main:574] : INFO : Epoch 1739 | loss: 0.0310922 | val_loss: 0.0311491 | Time: 1962.2 ms [2021-01-21 11:57:16 main:574] : INFO : Epoch 1740 | loss: 0.0310945 | val_loss: 0.0311393 | Time: 2010.75 ms [2021-01-21 11:57:18 main:574] : INFO : Epoch 1741 | loss: 0.0310924 | val_loss: 0.0311525 | Time: 1899.93 ms [2021-01-21 11:57:20 main:574] : INFO : Epoch 1742 | loss: 0.0310922 | val_loss: 0.0311421 | Time: 1993.77 ms [2021-01-21 11:57:22 main:574] : INFO : Epoch 1743 | loss: 0.0310903 | val_loss: 0.0311412 | Time: 1962.97 ms [2021-01-21 11:57:24 main:574] : INFO : Epoch 1744 | loss: 0.0310968 | val_loss: 0.0311574 | Time: 1998.86 ms [2021-01-21 11:57:26 main:574] : INFO : Epoch 1745 | loss: 0.0310961 | val_loss: 0.0311472 | Time: 1953.22 ms [2021-01-21 11:57:28 main:574] : INFO : Epoch 1746 | loss: 0.0311017 | val_loss: 0.0311516 | Time: 2006.52 ms [2021-01-21 11:57:30 main:574] : INFO : Epoch 1747 | loss: 0.0311184 | val_loss: 0.0311445 | Time: 1967.85 ms [2021-01-21 11:57:32 main:574] : INFO : Epoch 1748 | loss: 0.0311123 | val_loss: 0.0311403 | Time: 1974.69 ms [2021-01-21 11:57:34 main:574] : INFO : Epoch 1749 | loss: 0.031107 | val_loss: 0.0311426 | Time: 1911.9 ms [2021-01-21 11:57:36 main:574] : INFO : Epoch 1750 | loss: 0.0311026 | val_loss: 0.0311374 | Time: 1912 ms [2021-01-21 11:57:38 main:574] : INFO : Epoch 1751 | loss: 0.0311017 | val_loss: 0.0311434 | Time: 1884.26 ms [2021-01-21 11:57:40 main:574] : INFO : Epoch 1752 | loss: 0.0311017 | val_loss: 0.0311384 | Time: 1898.03 ms [2021-01-21 11:57:42 main:574] : INFO : Epoch 1753 | loss: 0.0311 | val_loss: 0.0311445 | Time: 1986.13 ms [2021-01-21 11:57:44 main:574] : INFO : Epoch 1754 | loss: 0.0311016 | val_loss: 0.0311404 | Time: 1869.49 ms [2021-01-21 11:57:46 main:574] : INFO : Epoch 1755 | loss: 0.0311057 | val_loss: 0.0311399 | Time: 1903.04 ms [2021-01-21 11:57:48 main:574] : INFO : Epoch 1756 | loss: 0.0311027 | val_loss: 0.0311425 | Time: 1911.21 ms [2021-01-21 11:57:50 main:574] : INFO : Epoch 1757 | loss: 0.0311 | val_loss: 0.0311375 | Time: 2038.49 ms [2021-01-21 11:57:52 main:574] : INFO : Epoch 1758 | loss: 0.0311023 | val_loss: 0.0311406 | Time: 1935.18 ms [2021-01-21 11:57:54 main:574] : INFO : Epoch 1759 | loss: 0.0311011 | val_loss: 0.0311399 | Time: 2012.39 ms [2021-01-21 11:57:56 main:574] : INFO : Epoch 1760 | loss: 0.0310968 | val_loss: 0.0311398 | Time: 1944.57 ms [2021-01-21 11:57:58 main:574] : INFO : Epoch 1761 | loss: 0.0310977 | val_loss: 0.0311422 | Time: 1862.54 ms [2021-01-21 11:58:00 main:574] : INFO : Epoch 1762 | loss: 0.031096 | val_loss: 0.0311399 | Time: 2013.3 ms [2021-01-21 11:58:02 main:574] : INFO : Epoch 1763 | loss: 0.0310953 | val_loss: 0.0311438 | Time: 2036.63 ms [2021-01-21 11:58:04 main:574] : INFO : Epoch 1764 | loss: 0.0310939 | val_loss: 0.0311375 | Time: 1926.57 ms [2021-01-21 11:58:06 main:574] : INFO : Epoch 1765 | loss: 0.0310993 | val_loss: 0.0311426 | Time: 1903.29 ms [2021-01-21 11:58:08 main:574] : INFO : Epoch 1766 | loss: 0.031103 | val_loss: 0.0311412 | Time: 1902.49 ms [2021-01-21 11:58:10 main:574] : INFO : Epoch 1767 | loss: 0.0311001 | val_loss: 0.0311409 | Time: 1882.34 ms [2021-01-21 11:58:12 main:574] : INFO : Epoch 1768 | loss: 0.0310972 | val_loss: 0.0311382 | Time: 1944.79 ms [2021-01-21 11:58:14 main:574] : INFO : Epoch 1769 | loss: 0.0310966 | val_loss: 0.0311434 | Time: 1989.21 ms [2021-01-21 11:58:16 main:574] : INFO : Epoch 1770 | loss: 0.0310945 | val_loss: 0.0311457 | Time: 1923.39 ms [2021-01-21 11:58:18 main:574] : INFO : Epoch 1771 | loss: 0.0310949 | val_loss: 0.0311424 | Time: 2041.71 ms [2021-01-21 11:58:20 main:574] : INFO : Epoch 1772 | loss: 0.0310994 | val_loss: 0.0311412 | Time: 1937.91 ms [2021-01-21 11:58:22 main:574] : INFO : Epoch 1773 | loss: 0.0311012 | val_loss: 0.0311386 | Time: 1882.09 ms [2021-01-21 11:58:23 main:574] : INFO : Epoch 1774 | loss: 0.0310978 | val_loss: 0.0311446 | Time: 1886.22 ms [2021-01-21 11:58:25 main:574] : INFO : Epoch 1775 | loss: 0.0310954 | val_loss: 0.0311441 | Time: 1892.91 ms [2021-01-21 11:58:27 main:574] : INFO : Epoch 1776 | loss: 0.0311037 | val_loss: 0.0311364 | Time: 1906.46 ms [2021-01-21 11:58:29 main:574] : INFO : Epoch 1777 | loss: 0.0311004 | val_loss: 0.0311371 | Time: 1875.07 ms [2021-01-21 11:58:31 main:574] : INFO : Epoch 1778 | loss: 0.0310964 | val_loss: 0.0311421 | Time: 1928.28 ms [2021-01-21 11:58:33 main:574] : INFO : Epoch 1779 | loss: 0.0310986 | val_loss: 0.0311425 | Time: 1886.35 ms [2021-01-21 11:58:35 main:574] : INFO : Epoch 1780 | loss: 0.0310968 | val_loss: 0.0311371 | Time: 1863.25 ms [2021-01-21 11:58:37 main:574] : INFO : Epoch 1781 | loss: 0.0310981 | val_loss: 0.0311359 | Time: 1907.7 ms [2021-01-21 11:58:39 main:574] : INFO : Epoch 1782 | loss: 0.0311 | val_loss: 0.0311363 | Time: 1963.95 ms [2021-01-21 11:58:41 main:574] : INFO : Epoch 1783 | loss: 0.0310979 | val_loss: 0.0311449 | Time: 1874.27 ms [2021-01-21 11:58:43 main:574] : INFO : Epoch 1784 | loss: 0.0310964 | val_loss: 0.0311347 | Time: 1915.57 ms [2021-01-21 11:58:45 main:574] : INFO : Epoch 1785 | loss: 0.0310933 | val_loss: 0.031137 | Time: 1910.81 ms [2021-01-21 11:58:47 main:574] : INFO : Epoch 1786 | loss: 0.0310939 | val_loss: 0.0311365 | Time: 1898.36 ms [2021-01-21 11:58:49 main:574] : INFO : Epoch 1787 | loss: 0.0310905 | val_loss: 0.031143 | Time: 1909.39 ms [2021-01-21 11:58:51 main:574] : INFO : Epoch 1788 | loss: 0.0310885 | val_loss: 0.0311384 | Time: 1871.34 ms [2021-01-21 11:58:52 main:574] : INFO : Epoch 1789 | loss: 0.0310911 | val_loss: 0.0311379 | Time: 1935.07 ms [2021-01-21 11:58:54 main:574] : INFO : Epoch 1790 | loss: 0.0310903 | val_loss: 0.0311413 | Time: 1905.91 ms [2021-01-21 11:58:56 main:574] : INFO : Epoch 1791 | loss: 0.0310908 | val_loss: 0.0311417 | Time: 1861.97 ms [2021-01-21 11:58:58 main:574] : INFO : Epoch 1792 | loss: 0.031089 | val_loss: 0.0311415 | Time: 1904.94 ms [2021-01-21 11:59:00 main:574] : INFO : Epoch 1793 | loss: 0.0310895 | val_loss: 0.0311476 | Time: 2010.37 ms [2021-01-21 11:59:02 main:574] : INFO : Epoch 1794 | loss: 0.0310915 | val_loss: 0.0311367 | Time: 1863.83 ms [2021-01-21 11:59:04 main:574] : INFO : Epoch 1795 | loss: 0.0311004 | val_loss: 0.03115 | Time: 1903.26 ms [2021-01-21 11:59:06 main:574] : INFO : Epoch 1796 | loss: 0.0311168 | val_loss: 0.0311463 | Time: 1850.63 ms [2021-01-21 11:59:08 main:574] : INFO : Epoch 1797 | loss: 0.031106 | val_loss: 0.0311395 | Time: 2010.11 ms [2021-01-21 11:59:10 main:574] : INFO : Epoch 1798 | loss: 0.031105 | val_loss: 0.031135 | Time: 1898.32 ms [2021-01-21 11:59:12 main:574] : INFO : Epoch 1799 | loss: 0.0311019 | val_loss: 0.0311365 | Time: 1940.58 ms [2021-01-21 11:59:14 main:574] : INFO : Epoch 1800 | loss: 0.0310992 | val_loss: 0.031143 | Time: 2045.89 ms [2021-01-21 11:59:16 main:574] : INFO : Epoch 1801 | loss: 0.0310979 | val_loss: 0.0311373 | Time: 1870.88 ms [2021-01-21 11:59:18 main:574] : INFO : Epoch 1802 | loss: 0.0310999 | val_loss: 0.0311446 | Time: 2026.53 ms [2021-01-21 11:59:20 main:574] : INFO : Epoch 1803 | loss: 0.031099 | val_loss: 0.03114 | Time: 1886.67 ms [2021-01-21 11:59:22 main:574] : INFO : Epoch 1804 | loss: 0.0310944 | val_loss: 0.0311379 | Time: 1868.22 ms [2021-01-21 11:59:24 main:574] : INFO : Epoch 1805 | loss: 0.0310918 | val_loss: 0.0311417 | Time: 1860.96 ms [2021-01-21 11:59:26 main:574] : INFO : Epoch 1806 | loss: 0.0310915 | val_loss: 0.0311371 | Time: 1896.65 ms [2021-01-21 11:59:28 main:574] : INFO : Epoch 1807 | loss: 0.0310916 | val_loss: 0.0311389 | Time: 1895.34 ms [2021-01-21 11:59:29 main:574] : INFO : Epoch 1808 | loss: 0.0310903 | val_loss: 0.0311445 | Time: 1875.25 ms [2021-01-21 11:59:31 main:574] : INFO : Epoch 1809 | loss: 0.0311071 | val_loss: 0.0311426 | Time: 2015.82 ms [2021-01-21 11:59:33 main:574] : INFO : Epoch 1810 | loss: 0.0311074 | val_loss: 0.031138 | Time: 1962.72 ms [2021-01-21 11:59:36 main:574] : INFO : Epoch 1811 | loss: 0.0311074 | val_loss: 0.0311433 | Time: 2077.28 ms [2021-01-21 11:59:38 main:574] : INFO : Epoch 1812 | loss: 0.0311099 | val_loss: 0.0311399 | Time: 1962.28 ms [2021-01-21 11:59:40 main:574] : INFO : Epoch 1813 | loss: 0.031107 | val_loss: 0.0311346 | Time: 1917.46 ms [2021-01-21 11:59:41 main:574] : INFO : Epoch 1814 | loss: 0.031108 | val_loss: 0.0311399 | Time: 1881.27 ms [2021-01-21 11:59:43 main:574] : INFO : Epoch 1815 | loss: 0.0311049 | val_loss: 0.0311418 | Time: 1983.48 ms [2021-01-21 11:59:45 main:574] : INFO : Epoch 1816 | loss: 0.0311027 | val_loss: 0.0311435 | Time: 2028.22 ms [2021-01-21 11:59:47 main:574] : INFO : Epoch 1817 | loss: 0.0311119 | val_loss: 0.0311439 | Time: 1946.88 ms [2021-01-21 11:59:49 main:574] : INFO : Epoch 1818 | loss: 0.0311228 | val_loss: 0.031144 | Time: 1876.58 ms [2021-01-21 11:59:51 main:574] : INFO : Epoch 1819 | loss: 0.0311207 | val_loss: 0.031147 | Time: 2018.9 ms [2021-01-21 11:59:53 main:574] : INFO : Epoch 1820 | loss: 0.0311239 | val_loss: 0.0311488 | Time: 1904.18 ms [2021-01-21 11:59:55 main:574] : INFO : Epoch 1821 | loss: 0.0311413 | val_loss: 0.0311666 | Time: 1877.74 ms [2021-01-21 11:59:57 main:574] : INFO : Epoch 1822 | loss: 0.031182 | val_loss: 0.0311782 | Time: 1945.98 ms [2021-01-21 11:59:59 main:574] : INFO : Epoch 1823 | loss: 0.0311832 | val_loss: 0.0311762 | Time: 1965.59 ms [2021-01-21 12:00:01 main:574] : INFO : Epoch 1824 | loss: 0.0311781 | val_loss: 0.0311696 | Time: 1940.1 ms [2021-01-21 12:00:03 main:574] : INFO : Epoch 1825 | loss: 0.0311753 | val_loss: 0.0311734 | Time: 1966.47 ms [2021-01-21 12:00:05 main:574] : INFO : Epoch 1826 | loss: 0.0311705 | val_loss: 0.0311662 | Time: 2010.55 ms [2021-01-21 12:00:07 main:574] : INFO : Epoch 1827 | loss: 0.0311686 | val_loss: 0.0311649 | Time: 1909.82 ms [2021-01-21 12:00:09 main:574] : INFO : Epoch 1828 | loss: 0.0311636 | val_loss: 0.0311622 | Time: 1965.85 ms [2021-01-21 12:00:11 main:574] : INFO : Epoch 1829 | loss: 0.0311617 | val_loss: 0.0311619 | Time: 1896.38 ms [2021-01-21 12:00:13 main:574] : INFO : Epoch 1830 | loss: 0.03116 | val_loss: 0.031163 | Time: 2082.13 ms [2021-01-21 12:00:15 main:574] : INFO : Epoch 1831 | loss: 0.0311583 | val_loss: 0.0311627 | Time: 1930.02 ms [2021-01-21 12:00:17 main:574] : INFO : Epoch 1832 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 2003.19 ms [2021-01-21 12:00:19 main:574] : INFO : Epoch 1833 | loss: 0.0311573 | val_loss: 0.0311608 | Time: 2049.31 ms [2021-01-21 12:00:21 main:574] : INFO : Epoch 1834 | loss: 0.031155 | val_loss: 0.0311614 | Time: 1904.69 ms [2021-01-21 12:00:23 main:574] : INFO : Epoch 1835 | loss: 0.0311548 | val_loss: 0.0311622 | Time: 1955.9 ms [2021-01-21 12:00:25 main:574] : INFO : Epoch 1836 | loss: 0.0311548 | val_loss: 0.0311608 | Time: 1916.74 ms [2021-01-21 12:00:27 main:574] : INFO : Epoch 1837 | loss: 0.0311528 | val_loss: 0.0311635 | Time: 1943.66 ms [2021-01-21 12:00:29 main:574] : INFO : Epoch 1838 | loss: 0.0311492 | val_loss: 0.0311625 | Time: 1903.7 ms [2021-01-21 12:00:31 main:574] : INFO : Epoch 1839 | loss: 0.031148 | val_loss: 0.0311623 | Time: 1879.56 ms [2021-01-21 12:00:33 main:574] : INFO : Epoch 1840 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 1869.88 ms [2021-01-21 12:00:35 main:574] : INFO : Epoch 1841 | loss: 0.0311473 | val_loss: 0.0311633 | Time: 1857.25 ms [2021-01-21 12:00:37 main:574] : INFO : Epoch 1842 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 2017.7 ms [2021-01-21 12:00:39 main:574] : INFO : Epoch 1843 | loss: 0.0311443 | val_loss: 0.0311593 | Time: 1895.28 ms [2021-01-21 12:00:41 main:574] : INFO : Epoch 1844 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 1860.03 ms [2021-01-21 12:00:43 main:574] : INFO : Epoch 1845 | loss: 0.0311444 | val_loss: 0.0311601 | Time: 1928.04 ms [2021-01-21 12:00:45 main:574] : INFO : Epoch 1846 | loss: 0.0311498 | val_loss: 0.0311573 | Time: 2005.8 ms [2021-01-21 12:00:47 main:574] : INFO : Epoch 1847 | loss: 0.0311554 | val_loss: 0.0311577 | Time: 1872.47 ms [2021-01-21 12:00:49 main:574] : INFO : Epoch 1848 | loss: 0.031155 | val_loss: 0.0311617 | Time: 1873.61 ms [2021-01-21 12:00:51 main:574] : INFO : Epoch 1849 | loss: 0.0311535 | val_loss: 0.0311571 | Time: 1990.09 ms [2021-01-21 12:00:53 main:574] : INFO : Epoch 1850 | loss: 0.0311489 | val_loss: 0.0311552 | Time: 1886.04 ms [2021-01-21 12:00:54 main:574] : INFO : Epoch 1851 | loss: 0.031147 | val_loss: 0.0311592 | Time: 1898.62 ms [2021-01-21 12:00:56 main:574] : INFO : Epoch 1852 | loss: 0.0311471 | val_loss: 0.0311566 | Time: 1877.51 ms [2021-01-21 12:00:58 main:574] : INFO : Epoch 1853 | loss: 0.0311443 | val_loss: 0.0311561 | Time: 1981.46 ms [2021-01-21 12:01:00 main:574] : INFO : Epoch 1854 | loss: 0.031145 | val_loss: 0.0311605 | Time: 2039.15 ms [2021-01-21 12:01:02 main:574] : INFO : Epoch 1855 | loss: 0.031146 | val_loss: 0.0311617 | Time: 1876.79 ms [2021-01-21 12:01:04 main:574] : INFO : Epoch 1856 | loss: 0.0311421 | val_loss: 0.0311577 | Time: 1905.28 ms [2021-01-21 12:01:06 main:574] : INFO : Epoch 1857 | loss: 0.0311402 | val_loss: 0.0311569 | Time: 1971.56 ms [2021-01-21 12:01:08 main:574] : INFO : Epoch 1858 | loss: 0.0311402 | val_loss: 0.0311566 | Time: 1887.63 ms [2021-01-21 12:01:10 main:574] : INFO : Epoch 1859 | loss: 0.031139 | val_loss: 0.031156 | Time: 1866.14 ms [2021-01-21 12:01:12 main:574] : INFO : Epoch 1860 | loss: 0.0311393 | val_loss: 0.0311544 | Time: 1900.35 ms [2021-01-21 12:01:14 main:574] : INFO : Epoch 1861 | loss: 0.0311375 | val_loss: 0.031157 | Time: 1983.55 ms [2021-01-21 12:01:16 main:574] : INFO : Epoch 1862 | loss: 0.031137 | val_loss: 0.0311573 | Time: 1945.86 ms [2021-01-21 12:01:18 main:574] : INFO : Epoch 1863 | loss: 0.0311355 | val_loss: 0.0311575 | Time: 1898.33 ms [2021-01-21 12:01:20 main:574] : INFO : Epoch 1864 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 1891.75 ms [2021-01-21 12:01:22 main:574] : INFO : Epoch 1865 | loss: 0.0311359 | val_loss: 0.0311584 | Time: 1980.41 ms [2021-01-21 12:01:24 main:574] : INFO : Epoch 1866 | loss: 0.0311362 | val_loss: 0.0311552 | Time: 1881.41 ms [2021-01-21 12:01:26 main:574] : INFO : Epoch 1867 | loss: 0.0311374 | val_loss: 0.0311526 | Time: 1993.89 ms [2021-01-21 12:01:28 main:574] : INFO : Epoch 1868 | loss: 0.0311372 | val_loss: 0.0311519 | Time: 1883.02 ms [2021-01-21 12:01:30 main:574] : INFO : Epoch 1869 | loss: 0.0311352 | val_loss: 0.0311541 | Time: 1930.36 ms [2021-01-21 12:01:32 main:574] : INFO : Epoch 1870 | loss: 0.0311364 | val_loss: 0.0311562 | Time: 1913.72 ms [2021-01-21 12:01:34 main:574] : INFO : Epoch 1871 | loss: 0.0311345 | val_loss: 0.0311584 | Time: 1878.97 ms [2021-01-21 12:01:35 main:574] : INFO : Epoch 1872 | loss: 0.0311338 | val_loss: 0.031152 | Time: 1904.11 ms [2021-01-21 12:01:38 main:574] : INFO : Epoch 1873 | loss: 0.0311334 | val_loss: 0.0311563 | Time: 2013.14 ms [2021-01-21 12:01:40 main:574] : INFO : Epoch 1874 | loss: 0.0311316 | val_loss: 0.0311567 | Time: 2071.81 ms [2021-01-21 12:01:42 main:574] : INFO : Epoch 1875 | loss: 0.0311336 | val_loss: 0.0311575 | Time: 2093.65 ms [2021-01-21 12:01:44 main:574] : INFO : Epoch 1876 | loss: 0.0311329 | val_loss: 0.031158 | Time: 2025.35 ms [2021-01-21 12:01:46 main:574] : INFO : Epoch 1877 | loss: 0.0311499 | val_loss: 0.0311619 | Time: 1855.93 ms [2021-01-21 12:01:48 main:574] : INFO : Epoch 1878 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 2074.27 ms [2021-01-21 12:01:50 main:574] : INFO : Epoch 1879 | loss: 0.0311552 | val_loss: 0.0311777 | Time: 1859.01 ms [2021-01-21 12:01:52 main:574] : INFO : Epoch 1880 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 1924.4 ms [2021-01-21 12:01:54 main:574] : INFO : Epoch 1881 | loss: 0.0311509 | val_loss: 0.0311578 | Time: 2001.58 ms [2021-01-21 12:01:56 main:574] : INFO : Epoch 1882 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 1860.82 ms [2021-01-21 12:01:58 main:574] : INFO : Epoch 1883 | loss: 0.0311414 | val_loss: 0.0311613 | Time: 1973.6 ms [2021-01-21 12:02:00 main:574] : INFO : Epoch 1884 | loss: 0.0311413 | val_loss: 0.0311524 | Time: 1915.51 ms [2021-01-21 12:02:02 main:574] : INFO : Epoch 1885 | loss: 0.031159 | val_loss: 0.0311702 | Time: 1958.41 ms [2021-01-21 12:02:04 main:574] : INFO : Epoch 1886 | loss: 0.0311605 | val_loss: 0.0311589 | Time: 1975.87 ms [2021-01-21 12:02:06 main:574] : INFO : Epoch 1887 | loss: 0.0311549 | val_loss: 0.0311583 | Time: 1917.16 ms [2021-01-21 12:02:08 main:574] : INFO : Epoch 1888 | loss: 0.0311519 | val_loss: 0.03116 | Time: 1974.85 ms [2021-01-21 12:02:10 main:574] : INFO : Epoch 1889 | loss: 0.0311495 | val_loss: 0.0311571 | Time: 1905.51 ms [2021-01-21 12:02:11 main:574] : INFO : Epoch 1890 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 1903.45 ms [2021-01-21 12:02:13 main:574] : INFO : Epoch 1891 | loss: 0.0311496 | val_loss: 0.031158 | Time: 2009.63 ms [2021-01-21 12:02:16 main:574] : INFO : Epoch 1892 | loss: 0.0311463 | val_loss: 0.0311572 | Time: 2020.78 ms [2021-01-21 12:02:17 main:574] : INFO : Epoch 1893 | loss: 0.0311456 | val_loss: 0.0311564 | Time: 1869.72 ms [2021-01-21 12:02:19 main:574] : INFO : Epoch 1894 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 1865.57 ms [2021-01-21 12:02:21 main:574] : INFO : Epoch 1895 | loss: 0.0311432 | val_loss: 0.0311559 | Time: 2019.37 ms [2021-01-21 12:02:23 main:574] : INFO : Epoch 1896 | loss: 0.0311404 | val_loss: 0.031156 | Time: 1898.32 ms [2021-01-21 12:02:25 main:574] : INFO : Epoch 1897 | loss: 0.0311399 | val_loss: 0.031163 | Time: 1887.06 ms [2021-01-21 12:02:27 main:574] : INFO : Epoch 1898 | loss: 0.0311394 | val_loss: 0.0311563 | Time: 1929.91 ms [2021-01-21 12:02:29 main:574] : INFO : Epoch 1899 | loss: 0.0311383 | val_loss: 0.0311612 | Time: 1954.07 ms [2021-01-21 12:02:31 main:574] : INFO : Epoch 1900 | loss: 0.0311398 | val_loss: 0.0311551 | Time: 1917.14 ms [2021-01-21 12:02:33 main:574] : INFO : Epoch 1901 | loss: 0.0311371 | val_loss: 0.031154 | Time: 1888.52 ms [2021-01-21 12:02:35 main:574] : INFO : Epoch 1902 | loss: 0.0311383 | val_loss: 0.0311522 | Time: 1991.89 ms [2021-01-21 12:02:37 main:574] : INFO : Epoch 1903 | loss: 0.031138 | val_loss: 0.0311532 | Time: 1866.62 ms [2021-01-21 12:02:39 main:574] : INFO : Epoch 1904 | loss: 0.031137 | val_loss: 0.0311547 | Time: 1878.71 ms [2021-01-21 12:02:41 main:574] : INFO : Epoch 1905 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 1898.08 ms [2021-01-21 12:02:43 main:574] : INFO : Epoch 1906 | loss: 0.0311373 | val_loss: 0.0311535 | Time: 1902.7 ms [2021-01-21 12:02:45 main:574] : INFO : Epoch 1907 | loss: 0.0311371 | val_loss: 0.0311518 | Time: 1980.37 ms [2021-01-21 12:02:47 main:574] : INFO : Epoch 1908 | loss: 0.0311364 | val_loss: 0.0311531 | Time: 1998.09 ms [2021-01-21 12:02:49 main:574] : INFO : Epoch 1909 | loss: 0.0311351 | val_loss: 0.0311524 | Time: 1870.64 ms [2021-01-21 12:02:51 main:574] : INFO : Epoch 1910 | loss: 0.0311344 | val_loss: 0.0311511 | Time: 1941.38 ms [2021-01-21 12:02:53 main:574] : INFO : Epoch 1911 | loss: 0.0311364 | val_loss: 0.0311632 | Time: 1863.14 ms [2021-01-21 12:02:54 main:574] : INFO : Epoch 1912 | loss: 0.031136 | val_loss: 0.0311555 | Time: 1889.1 ms [2021-01-21 12:02:56 main:574] : INFO : Epoch 1913 | loss: 0.0311356 | val_loss: 0.0311561 | Time: 1900.74 ms [2021-01-21 12:02:58 main:574] : INFO : Epoch 1914 | loss: 0.0311327 | val_loss: 0.031153 | Time: 1887.3 ms [2021-01-21 12:03:00 main:574] : INFO : Epoch 1915 | loss: 0.0311361 | val_loss: 0.0311518 | Time: 1904.45 ms [2021-01-21 12:03:02 main:574] : INFO : Epoch 1916 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 1953.63 ms [2021-01-21 12:03:04 main:574] : INFO : Epoch 1917 | loss: 0.0311346 | val_loss: 0.031154 | Time: 1864.09 ms [2021-01-21 12:03:06 main:574] : INFO : Epoch 1918 | loss: 0.0311332 | val_loss: 0.0311585 | Time: 1939.11 ms [2021-01-21 12:03:08 main:574] : INFO : Epoch 1919 | loss: 0.0311362 | val_loss: 0.031156 | Time: 1917.19 ms [2021-01-21 12:03:10 main:574] : INFO : Epoch 1920 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 1946.57 ms [2021-01-21 12:03:12 main:574] : INFO : Epoch 1921 | loss: 0.0311364 | val_loss: 0.0311569 | Time: 1986.23 ms [2021-01-21 12:03:14 main:574] : INFO : Epoch 1922 | loss: 0.0311376 | val_loss: 0.0311627 | Time: 2005.47 ms [2021-01-21 12:03:16 main:574] : INFO : Epoch 1923 | loss: 0.031133 | val_loss: 0.0311524 | Time: 1861.43 ms [2021-01-21 12:03:18 main:574] : INFO : Epoch 1924 | loss: 0.0311311 | val_loss: 0.0311549 | Time: 1857.89 ms [2021-01-21 12:03:20 main:574] : INFO : Epoch 1925 | loss: 0.0311299 | val_loss: 0.0311548 | Time: 1879.79 ms [2021-01-21 12:03:22 main:574] : INFO : Epoch 1926 | loss: 0.0311285 | val_loss: 0.0311631 | Time: 1890.11 ms [2021-01-21 12:03:24 main:574] : INFO : Epoch 1927 | loss: 0.0311285 | val_loss: 0.0311557 | Time: 1895.85 ms [2021-01-21 12:03:26 main:574] : INFO : Epoch 1928 | loss: 0.0311269 | val_loss: 0.031155 | Time: 1962.77 ms [2021-01-21 12:03:28 main:574] : INFO : Epoch 1929 | loss: 0.0311293 | val_loss: 0.0311622 | Time: 1895.86 ms [2021-01-21 12:03:30 main:574] : INFO : Epoch 1930 | loss: 0.0311334 | val_loss: 0.0311585 | Time: 1889.71 ms [2021-01-21 12:03:31 main:574] : INFO : Epoch 1931 | loss: 0.0311356 | val_loss: 0.0311634 | Time: 1929.83 ms [2021-01-21 12:03:34 main:574] : INFO : Epoch 1932 | loss: 0.0311317 | val_loss: 0.0311616 | Time: 1999.35 ms [2021-01-21 12:03:36 main:574] : INFO : Epoch 1933 | loss: 0.0311293 | val_loss: 0.0311542 | Time: 1971.65 ms [2021-01-21 12:03:37 main:574] : INFO : Epoch 1934 | loss: 0.0311299 | val_loss: 0.0311552 | Time: 1871.63 ms [2021-01-21 12:03:39 main:574] : INFO : Epoch 1935 | loss: 0.0311307 | val_loss: 0.0311566 | Time: 1971.47 ms [2021-01-21 12:03:41 main:574] : INFO : Epoch 1936 | loss: 0.0311332 | val_loss: 0.0311551 | Time: 1983.71 ms [2021-01-21 12:03:43 main:574] : INFO : Epoch 1937 | loss: 0.0311309 | val_loss: 0.0311532 | Time: 1988.35 ms [2021-01-21 12:03:46 main:574] : INFO : Epoch 1938 | loss: 0.0311289 | val_loss: 0.0311562 | Time: 1968.76 ms [2021-01-21 12:03:47 main:574] : INFO : Epoch 1939 | loss: 0.0311263 | val_loss: 0.0311566 | Time: 1903.14 ms [2021-01-21 12:03:49 main:574] : INFO : Epoch 1940 | loss: 0.0311264 | val_loss: 0.0311566 | Time: 1929.34 ms [2021-01-21 12:03:51 main:574] : INFO : Epoch 1941 | loss: 0.0311245 | val_loss: 0.0311531 | Time: 1952.07 ms [2021-01-21 12:03:53 main:574] : INFO : Epoch 1942 | loss: 0.0311237 | val_loss: 0.0311559 | Time: 2048.24 ms [2021-01-21 12:03:55 main:574] : INFO : Epoch 1943 | loss: 0.0311235 | val_loss: 0.0311599 | Time: 1938.9 ms [2021-01-21 12:03:57 main:574] : INFO : Epoch 1944 | loss: 0.0311222 | val_loss: 0.0311573 | Time: 1994.35 ms [2021-01-21 12:03:59 main:574] : INFO : Epoch 1945 | loss: 0.0311209 | val_loss: 0.03116 | Time: 1940.43 ms [2021-01-21 12:04:01 main:574] : INFO : Epoch 1946 | loss: 0.03112 | val_loss: 0.0311583 | Time: 1869.92 ms [2021-01-21 12:04:03 main:574] : INFO : Epoch 1947 | loss: 0.0311191 | val_loss: 0.0311583 | Time: 1871.52 ms [2021-01-21 12:04:05 main:574] : INFO : Epoch 1948 | loss: 0.0311216 | val_loss: 0.0311592 | Time: 1896.22 ms [2021-01-21 12:04:07 main:574] : INFO : Epoch 1949 | loss: 0.0311219 | val_loss: 0.0311585 | Time: 1872.31 ms [2021-01-21 12:04:09 main:574] : INFO : Epoch 1950 | loss: 0.0311235 | val_loss: 0.0311593 | Time: 1914.78 ms [2021-01-21 12:04:11 main:574] : INFO : Epoch 1951 | loss: 0.0311215 | val_loss: 0.0311569 | Time: 1958.69 ms [2021-01-21 12:04:13 main:574] : INFO : Epoch 1952 | loss: 0.0311203 | val_loss: 0.0311592 | Time: 1891.92 ms [2021-01-21 12:04:15 main:574] : INFO : Epoch 1953 | loss: 0.0311191 | val_loss: 0.0311575 | Time: 1981.19 ms [2021-01-21 12:04:17 main:574] : INFO : Epoch 1954 | loss: 0.0311214 | val_loss: 0.0311566 | Time: 1905.21 ms [2021-01-21 12:04:19 main:574] : INFO : Epoch 1955 | loss: 0.0311271 | val_loss: 0.0311637 | Time: 1918.54 ms [2021-01-21 12:04:21 main:574] : INFO : Epoch 1956 | loss: 0.0311222 | val_loss: 0.0311608 | Time: 1882.34 ms [2021-01-21 12:04:23 main:574] : INFO : Epoch 1957 | loss: 0.0311232 | val_loss: 0.0311596 | Time: 1939.74 ms [2021-01-21 12:04:25 main:574] : INFO : Epoch 1958 | loss: 0.0311223 | val_loss: 0.0311638 | Time: 1924.26 ms [2021-01-21 12:04:27 main:574] : INFO : Epoch 1959 | loss: 0.0311208 | val_loss: 0.0311675 | Time: 1916.9 ms [2021-01-21 12:04:29 main:574] : INFO : Epoch 1960 | loss: 0.0311209 | val_loss: 0.0311645 | Time: 1899.86 ms [2021-01-21 12:04:30 main:574] : INFO : Epoch 1961 | loss: 0.0311182 | val_loss: 0.0311632 | Time: 1896.32 ms [2021-01-21 12:04:32 main:574] : INFO : Epoch 1962 | loss: 0.0311199 | val_loss: 0.0311612 | Time: 1860.9 ms [2021-01-21 12:04:34 main:574] : INFO : Epoch 1963 | loss: 0.0311186 | val_loss: 0.0311599 | Time: 2066.03 ms [2021-01-21 12:04:36 main:574] : INFO : Epoch 1964 | loss: 0.0311183 | val_loss: 0.0311564 | Time: 1929.29 ms [2021-01-21 12:04:38 main:574] : INFO : Epoch 1965 | loss: 0.0311243 | val_loss: 0.0311727 | Time: 1922.85 ms [2021-01-21 12:04:40 main:574] : INFO : Epoch 1966 | loss: 0.0311246 | val_loss: 0.0311704 | Time: 1885.22 ms [2021-01-21 12:04:42 main:574] : INFO : Epoch 1967 | loss: 0.0311227 | val_loss: 0.0311605 | Time: 1941.19 ms [2021-01-21 12:04:44 main:574] : INFO : Epoch 1968 | loss: 0.0311234 | val_loss: 0.0311623 | Time: 1888.69 ms [2021-01-21 12:04:46 main:574] : INFO : Epoch 1969 | loss: 0.0311225 | val_loss: 0.0311613 | Time: 1891.06 ms [2021-01-21 12:04:48 main:574] : INFO : Epoch 1970 | loss: 0.0311209 | val_loss: 0.0311639 | Time: 1886.82 ms [2021-01-21 12:04:50 main:574] : INFO : Epoch 1971 | loss: 0.0311224 | val_loss: 0.0311597 | Time: 1877.33 ms [2021-01-21 12:04:52 main:574] : INFO : Epoch 1972 | loss: 0.0311193 | val_loss: 0.0311593 | Time: 1890.22 ms [2021-01-21 12:04:54 main:574] : INFO : Epoch 1973 | loss: 0.0311186 | val_loss: 0.031161 | Time: 1941.5 ms [2021-01-21 12:04:56 main:574] : INFO : Epoch 1974 | loss: 0.0311175 | val_loss: 0.0311641 | Time: 1981.42 ms [2021-01-21 12:04:58 main:574] : INFO : Epoch 1975 | loss: 0.0311181 | val_loss: 0.0311583 | Time: 1906.75 ms [2021-01-21 12:05:00 main:574] : INFO : Epoch 1976 | loss: 0.0311208 | val_loss: 0.0311624 | Time: 1880.36 ms [2021-01-21 12:05:02 main:574] : INFO : Epoch 1977 | loss: 0.0311175 | val_loss: 0.0311575 | Time: 2044.25 ms [2021-01-21 12:05:04 main:574] : INFO : Epoch 1978 | loss: 0.0311178 | val_loss: 0.0311564 | Time: 2076.4 ms [2021-01-21 12:05:06 main:574] : INFO : Epoch 1979 | loss: 0.0311172 | val_loss: 0.0311606 | Time: 1910.1 ms [2021-01-21 12:05:08 main:574] : INFO : Epoch 1980 | loss: 0.0311159 | val_loss: 0.0311696 | Time: 1883.59 ms [2021-01-21 12:05:10 main:574] : INFO : Epoch 1981 | loss: 0.0311198 | val_loss: 0.0311602 | Time: 1952.58 ms [2021-01-21 12:05:12 main:574] : INFO : Epoch 1982 | loss: 0.0311185 | val_loss: 0.0311608 | Time: 1899.13 ms [2021-01-21 12:05:14 main:574] : INFO : Epoch 1983 | loss: 0.0311184 | val_loss: 0.0311604 | Time: 1860.18 ms [2021-01-21 12:05:16 main:574] : INFO : Epoch 1984 | loss: 0.0311178 | val_loss: 0.0311593 | Time: 2086.96 ms [2021-01-21 12:05:18 main:574] : INFO : Epoch 1985 | loss: 0.031122 | val_loss: 0.0311716 | Time: 1972.1 ms [2021-01-21 12:05:20 main:574] : INFO : Epoch 1986 | loss: 0.0311194 | val_loss: 0.0311781 | Time: 1888.62 ms [2021-01-21 12:05:22 main:574] : INFO : Epoch 1987 | loss: 0.0311238 | val_loss: 0.0311702 | Time: 2097.03 ms [2021-01-21 12:05:24 main:574] : INFO : Epoch 1988 | loss: 0.0311173 | val_loss: 0.0311603 | Time: 1971.16 ms [2021-01-21 12:05:26 main:574] : INFO : Epoch 1989 | loss: 0.0311156 | val_loss: 0.0311595 | Time: 1928.05 ms [2021-01-21 12:05:28 main:574] : INFO : Epoch 1990 | loss: 0.0311191 | val_loss: 0.0311648 | Time: 2043.47 ms [2021-01-21 12:05:30 main:574] : INFO : Epoch 1991 | loss: 0.0311207 | val_loss: 0.0311642 | Time: 2064.38 ms [2021-01-21 12:05:32 main:574] : INFO : Epoch 1992 | loss: 0.0311214 | val_loss: 0.0311598 | Time: 2007.53 ms [2021-01-21 12:05:34 main:574] : INFO : Epoch 1993 | loss: 0.0311206 | val_loss: 0.0311637 | Time: 1964.69 ms [2021-01-21 12:05:36 main:574] : INFO : Epoch 1994 | loss: 0.0311197 | val_loss: 0.0311597 | Time: 1956.27 ms [2021-01-21 12:05:38 main:574] : INFO : Epoch 1995 | loss: 0.03112 | val_loss: 0.0311641 | Time: 1939.74 ms [2021-01-21 12:05:40 main:574] : INFO : Epoch 1996 | loss: 0.031119 | val_loss: 0.0311556 | Time: 1946.18 ms [2021-01-21 12:05:42 main:574] : INFO : Epoch 1997 | loss: 0.0311224 | val_loss: 0.0311612 | Time: 1991.31 ms [2021-01-21 12:05:44 main:574] : INFO : Epoch 1998 | loss: 0.0311223 | val_loss: 0.0311662 | Time: 1872.5 ms [2021-01-21 12:05:46 main:574] : INFO : Epoch 1999 | loss: 0.0311358 | val_loss: 0.0311585 | Time: 1881.28 ms [2021-01-21 12:05:48 main:574] : INFO : Epoch 2000 | loss: 0.0311364 | val_loss: 0.0311504 | Time: 1948.47 ms [2021-01-21 12:05:50 main:574] : INFO : Epoch 2001 | loss: 0.0311335 | val_loss: 0.0311515 | Time: 2034.08 ms [2021-01-21 12:05:52 main:574] : INFO : Epoch 2002 | loss: 0.0311298 | val_loss: 0.0311557 | Time: 1911.18 ms [2021-01-21 12:05:54 main:574] : INFO : Epoch 2003 | loss: 0.0311266 | val_loss: 0.0311546 | Time: 1871.01 ms [2021-01-21 12:05:56 main:574] : INFO : Epoch 2004 | loss: 0.0311242 | val_loss: 0.0311564 | Time: 1987.9 ms [2021-01-21 12:05:58 main:574] : INFO : Epoch 2005 | loss: 0.031123 | val_loss: 0.0311508 | Time: 2046.43 ms [2021-01-21 12:06:00 main:574] : INFO : Epoch 2006 | loss: 0.0311226 | val_loss: 0.0311552 | Time: 2013.27 ms [2021-01-21 12:06:02 main:574] : INFO : Epoch 2007 | loss: 0.0311215 | val_loss: 0.0311542 | Time: 1898.81 ms [2021-01-21 12:06:04 main:574] : INFO : Epoch 2008 | loss: 0.031121 | val_loss: 0.0311498 | Time: 1931 ms [2021-01-21 12:06:06 main:574] : INFO : Epoch 2009 | loss: 0.0311231 | val_loss: 0.0311523 | Time: 1940.63 ms [2021-01-21 12:06:08 main:574] : INFO : Epoch 2010 | loss: 0.0311212 | val_loss: 0.0311523 | Time: 1970.81 ms [2021-01-21 12:06:10 main:574] : INFO : Epoch 2011 | loss: 0.0311214 | val_loss: 0.031157 | Time: 2001.33 ms [2021-01-21 12:06:12 main:574] : INFO : Epoch 2012 | loss: 0.0311231 | val_loss: 0.0311526 | Time: 1879.45 ms [2021-01-21 12:06:13 main:574] : INFO : Epoch 2013 | loss: 0.0311224 | val_loss: 0.0311546 | Time: 1935.06 ms [2021-01-21 12:06:15 main:574] : INFO : Epoch 2014 | loss: 0.0311205 | val_loss: 0.0311556 | Time: 1896.85 ms [2021-01-21 12:06:17 main:574] : INFO : Epoch 2015 | loss: 0.0311187 | val_loss: 0.0311518 | Time: 1918.15 ms [2021-01-21 12:06:19 main:574] : INFO : Epoch 2016 | loss: 0.0311188 | val_loss: 0.0311566 | Time: 1910.83 ms [2021-01-21 12:06:21 main:574] : INFO : Epoch 2017 | loss: 0.031119 | val_loss: 0.0311602 | Time: 1906.11 ms [2021-01-21 12:06:23 main:574] : INFO : Epoch 2018 | loss: 0.0311199 | val_loss: 0.0311611 | Time: 1892.22 ms [2021-01-21 12:06:25 main:574] : INFO : Epoch 2019 | loss: 0.0311214 | val_loss: 0.0311687 | Time: 1953.66 ms [2021-01-21 12:06:27 main:574] : INFO : Epoch 2020 | loss: 0.0320277 | val_loss: 0.031942 | Time: 1968.62 ms [2021-01-21 12:06:29 main:574] : INFO : Epoch 2021 | loss: 0.0387888 | val_loss: 0.0326771 | Time: 1943.68 ms [2021-01-21 12:06:31 main:574] : INFO : Epoch 2022 | loss: 0.0317689 | val_loss: 0.0314214 | Time: 1910.68 ms [2021-01-21 12:06:33 main:574] : INFO : Epoch 2023 | loss: 0.031323 | val_loss: 0.0312627 | Time: 1966.01 ms [2021-01-21 12:06:35 main:574] : INFO : Epoch 2024 | loss: 0.0312485 | val_loss: 0.0312235 | Time: 1874.89 ms [2021-01-21 12:06:37 main:574] : INFO : Epoch 2025 | loss: 0.0312167 | val_loss: 0.0311988 | Time: 2013.98 ms [2021-01-21 12:06:39 main:574] : INFO : Epoch 2026 | loss: 0.0311988 | val_loss: 0.0311875 | Time: 1946.96 ms [2021-01-21 12:06:41 main:574] : INFO : Epoch 2027 | loss: 0.0311871 | val_loss: 0.031179 | Time: 1875.75 ms [2021-01-21 12:06:43 main:574] : INFO : Epoch 2028 | loss: 0.0311777 | val_loss: 0.0311697 | Time: 1887.06 ms [2021-01-21 12:06:45 main:574] : INFO : Epoch 2029 | loss: 0.0311719 | val_loss: 0.0311647 | Time: 1921.74 ms [2021-01-21 12:06:47 main:574] : INFO : Epoch 2030 | loss: 0.0311635 | val_loss: 0.0311611 | Time: 1903.97 ms [2021-01-21 12:06:49 main:574] : INFO : Epoch 2031 | loss: 0.0311608 | val_loss: 0.0311619 | Time: 1935.97 ms [2021-01-21 12:06:51 main:574] : INFO : Epoch 2032 | loss: 0.031159 | val_loss: 0.0311582 | Time: 2000.38 ms [2021-01-21 12:06:53 main:574] : INFO : Epoch 2033 | loss: 0.0311576 | val_loss: 0.031158 | Time: 1921.15 ms [2021-01-21 12:06:55 main:574] : INFO : Epoch 2034 | loss: 0.0311585 | val_loss: 0.0311598 | Time: 2023.69 ms [2021-01-21 12:06:57 main:574] : INFO : Epoch 2035 | loss: 0.0311538 | val_loss: 0.0311559 | Time: 1916.17 ms [2021-01-21 12:06:59 main:574] : INFO : Epoch 2036 | loss: 0.0311534 | val_loss: 0.0311578 | Time: 1872.73 ms [2021-01-21 12:07:01 main:574] : INFO : Epoch 2037 | loss: 0.0311535 | val_loss: 0.0311535 | Time: 1976.47 ms [2021-01-21 12:07:03 main:574] : INFO : Epoch 2038 | loss: 0.0311497 | val_loss: 0.0311607 | Time: 1932.94 ms [2021-01-21 12:07:05 main:574] : INFO : Epoch 2039 | loss: 0.0311506 | val_loss: 0.0311493 | Time: 1879.01 ms [2021-01-21 12:07:06 main:574] : INFO : Epoch 2040 | loss: 0.0311478 | val_loss: 0.0311499 | Time: 1870.54 ms [2021-01-21 12:07:08 main:574] : INFO : Epoch 2041 | loss: 0.0311467 | val_loss: 0.031162 | Time: 1864.04 ms [2021-01-21 12:07:10 main:574] : INFO : Epoch 2042 | loss: 0.0311482 | val_loss: 0.0311492 | Time: 1981.27 ms [2021-01-21 12:07:12 main:574] : INFO : Epoch 2043 | loss: 0.0311441 | val_loss: 0.0311491 | Time: 1888.48 ms [2021-01-21 12:07:14 main:574] : INFO : Epoch 2044 | loss: 0.0311416 | val_loss: 0.0311502 | Time: 1916.89 ms [2021-01-21 12:07:16 main:574] : INFO : Epoch 2045 | loss: 0.0311441 | val_loss: 0.0311554 | Time: 1877.9 ms [2021-01-21 12:07:18 main:574] : INFO : Epoch 2046 | loss: 0.0311414 | val_loss: 0.0311496 | Time: 1869.34 ms [2021-01-21 12:07:20 main:574] : INFO : Epoch 2047 | loss: 0.0311457 | val_loss: 0.0311569 | Time: 1861.7 ms [2021-01-21 12:07:22 main:574] : INFO : Epoch 2048 | loss: 0.0311558 | val_loss: 0.0311555 | Time: 1886.48 ms [2021-01-21 12:07:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311555 [2021-01-21 12:07:22 main:603] : INFO : Saving end state to config to file [2021-01-21 12:07:22 main:608] : INFO : Success, exiting.. 12:07:22 (14788): 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)