Task 8255001
| Name | ParityModified-1631731534-9995-3_0 |
| Workunit | 5782226 |
| Created | 20 Oct 2021, 7:33:08 UTC |
| Sent | 22 Oct 2021, 23:00:59 UTC |
| Report deadline | 29 Oct 2021, 23:00:59 UTC |
| Received | 23 Oct 2021, 17:30:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 1 hours 7 min 37 sec |
| CPU time | 1 hours 4 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11986 | val_loss: 0.0312016 | Time: 1929.18 ms [2021-10-23 18:12:24 main:574] : INFO : Epoch 1542 | loss: 0.0312 | val_loss: 0.0312003 | Time: 1900.4 ms [2021-10-23 18:12:27 main:574] : INFO : Epoch 1543 | loss: 0.0311985 | val_loss: 0.0312017 | Time: 1940.76 ms [2021-10-23 18:12:29 main:574] : INFO : Epoch 1544 | loss: 0.0311995 | val_loss: 0.0312 | Time: 1947.44 ms [2021-10-23 18:12:31 main:574] : INFO : Epoch 1545 | loss: 0.0312005 | val_loss: 0.0312106 | Time: 1926.49 ms [2021-10-23 18:12:33 main:574] : INFO : Epoch 1546 | loss: 0.0312047 | val_loss: 0.0312009 | Time: 1961.17 ms [2021-10-23 18:12:35 main:574] : INFO : Epoch 1547 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 1959.46 ms [2021-10-23 18:12:37 main:574] : INFO : Epoch 1548 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 1908.02 ms [2021-10-23 18:12:38 main:574] : INFO : Epoch 1549 | loss: 0.0311989 | val_loss: 0.0312 | Time: 1900.95 ms [2021-10-23 18:12:41 main:574] : INFO : Epoch 1550 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 1931.33 ms [2021-10-23 18:12:42 main:574] : INFO : Epoch 1551 | loss: 0.0312007 | val_loss: 0.0312013 | Time: 1911.9 ms [2021-10-23 18:12:44 main:574] : INFO : Epoch 1552 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 1907.78 ms [2021-10-23 18:12:46 main:574] : INFO : Epoch 1553 | loss: 0.0312007 | val_loss: 0.0312016 | Time: 1897.46 ms [2021-10-23 18:12:49 main:574] : INFO : Epoch 1554 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 2152.55 ms [2021-10-23 18:12:51 main:574] : INFO : Epoch 1555 | loss: 0.0311994 | val_loss: 0.0312008 | Time: 1960.45 ms [2021-10-23 18:12:53 main:574] : INFO : Epoch 1556 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 1904.55 ms [2021-10-23 18:12:55 main:574] : INFO : Epoch 1557 | loss: 0.0311993 | val_loss: 0.0312003 | Time: 1928.85 ms [2021-10-23 18:12:57 main:574] : INFO : Epoch 1558 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 1899.59 ms [2021-10-23 18:12:59 main:574] : INFO : Epoch 1559 | loss: 0.0312017 | val_loss: 0.0312017 | Time: 1945.45 ms [2021-10-23 18:13:01 main:574] : INFO : Epoch 1560 | loss: 0.0311992 | val_loss: 0.0312004 | Time: 1947.02 ms [2021-10-23 18:13:03 main:574] : INFO : Epoch 1561 | loss: 0.0312008 | val_loss: 0.0312009 | Time: 1929.72 ms [2021-10-23 18:13:05 main:574] : INFO : Epoch 1562 | loss: 0.0312014 | val_loss: 0.031201 | Time: 1971.01 ms [2021-10-23 18:13:07 main:574] : INFO : Epoch 1563 | loss: 0.0312004 | val_loss: 0.0312 | Time: 1904.13 ms [2021-10-23 18:13:08 main:574] : INFO : Epoch 1564 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 1898.18 ms [2021-10-23 18:13:10 main:574] : INFO : Epoch 1565 | loss: 0.0311995 | val_loss: 0.0312092 | Time: 1890.03 ms [2021-10-23 18:13:12 main:574] : INFO : Epoch 1566 | loss: 0.0312052 | val_loss: 0.0312134 | Time: 1887.15 ms [2021-10-23 18:13:14 main:574] : INFO : Epoch 1567 | loss: 0.0312026 | val_loss: 0.0312012 | Time: 1888.57 ms [2021-10-23 18:13:16 main:574] : INFO : Epoch 1568 | loss: 0.0311995 | val_loss: 0.0312001 | Time: 1891.76 ms [2021-10-23 18:13:18 main:574] : INFO : Epoch 1569 | loss: 0.0312024 | val_loss: 0.0312056 | Time: 1881.85 ms [2021-10-23 18:13:20 main:574] : INFO : Epoch 1570 | loss: 0.0312009 | val_loss: 0.0312022 | Time: 1917.43 ms [2021-10-23 18:13:22 main:574] : INFO : Epoch 1571 | loss: 0.0312028 | val_loss: 0.0312093 | Time: 1903.03 ms [2021-10-23 18:13:24 main:574] : INFO : Epoch 1572 | loss: 0.0312015 | val_loss: 0.0312006 | Time: 1885.47 ms [2021-10-23 18:13:26 main:574] : INFO : Epoch 1573 | loss: 0.0312006 | val_loss: 0.0312018 | Time: 1895.23 ms [2021-10-23 18:13:28 main:574] : INFO : Epoch 1574 | loss: 0.0312019 | val_loss: 0.031202 | Time: 1892.57 ms [2021-10-23 18:13:30 main:574] : INFO : Epoch 1575 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 1890.6 ms [2021-10-23 18:13:32 main:574] : INFO : Epoch 1576 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1904.69 ms [2021-10-23 18:13:34 main:574] : INFO : Epoch 1577 | loss: 0.0312003 | val_loss: 0.0312004 | Time: 1978.84 ms [2021-10-23 18:13:36 main:574] : INFO : Epoch 1578 | loss: 0.0312009 | val_loss: 0.0312025 | Time: 1900.87 ms [2021-10-23 18:13:38 main:574] : INFO : Epoch 1579 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 1914.85 ms [2021-10-23 18:13:40 main:574] : INFO : Epoch 1580 | loss: 0.0312001 | val_loss: 0.0311997 | Time: 1893.55 ms [2021-10-23 18:13:42 main:574] : INFO : Epoch 1581 | loss: 0.031198 | val_loss: 0.0312008 | Time: 1904.54 ms [2021-10-23 18:13:44 main:574] : INFO : Epoch 1582 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 1914.66 ms [2021-10-23 18:13:46 main:574] : INFO : Epoch 1583 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 1889.92 ms [2021-10-23 18:13:48 main:574] : INFO : Epoch 1584 | loss: 0.031198 | val_loss: 0.0311995 | Time: 1900.5 ms [2021-10-23 18:13:50 main:574] : INFO : Epoch 1585 | loss: 0.031198 | val_loss: 0.0311992 | Time: 2008 ms [2021-10-23 18:13:52 main:574] : INFO : Epoch 1586 | loss: 0.031198 | val_loss: 0.0312001 | Time: 1915.07 ms [2021-10-23 18:13:54 main:574] : INFO : Epoch 1587 | loss: 0.0312001 | val_loss: 0.0312003 | Time: 1906.68 ms [2021-10-23 18:13:56 main:574] : INFO : Epoch 1588 | loss: 0.0312013 | val_loss: 0.0311999 | Time: 1890.16 ms [2021-10-23 18:13:58 main:574] : INFO : Epoch 1589 | loss: 0.0311982 | val_loss: 0.0311998 | Time: 1890.54 ms [2021-10-23 18:13:59 main:574] : INFO : Epoch 1590 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 1913.29 ms [2021-10-23 18:14:01 main:574] : INFO : Epoch 1591 | loss: 0.0311991 | val_loss: 0.0311994 | Time: 1889.09 ms [2021-10-23 18:14:03 main:574] : INFO : Epoch 1592 | loss: 0.031199 | val_loss: 0.0312029 | Time: 1963.01 ms [2021-10-23 18:14:06 main:574] : INFO : Epoch 1593 | loss: 0.0311996 | val_loss: 0.0312011 | Time: 2053.3 ms [2021-10-23 18:14:07 main:574] : INFO : Epoch 1594 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 1892.04 ms [2021-10-23 18:14:09 main:574] : INFO : Epoch 1595 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 1897.36 ms [2021-10-23 18:14:11 main:574] : INFO : Epoch 1596 | loss: 0.0311985 | val_loss: 0.0311998 | Time: 1891.88 ms [2021-10-23 18:14:13 main:574] : INFO : Epoch 1597 | loss: 0.031198 | val_loss: 0.0311997 | Time: 1910.94 ms [2021-10-23 18:14:15 main:574] : INFO : Epoch 1598 | loss: 0.0311988 | val_loss: 0.0311994 | Time: 1939.47 ms [2021-10-23 18:14:17 main:574] : INFO : Epoch 1599 | loss: 0.0311994 | val_loss: 0.0312029 | Time: 1883.14 ms [2021-10-23 18:14:19 main:574] : INFO : Epoch 1600 | loss: 0.0312028 | val_loss: 0.0312047 | Time: 1907.48 ms [2021-10-23 18:14:21 main:574] : INFO : Epoch 1601 | loss: 0.0312042 | val_loss: 0.0312031 | Time: 1934.98 ms [2021-10-23 18:14:23 main:574] : INFO : Epoch 1602 | loss: 0.031207 | val_loss: 0.0312137 | Time: 1884 ms [2021-10-23 18:14:25 main:574] : INFO : Epoch 1603 | loss: 0.0312043 | val_loss: 0.0312022 | Time: 1886.57 ms [2021-10-23 18:14:27 main:574] : INFO : Epoch 1604 | loss: 0.0312001 | val_loss: 0.0312001 | Time: 1892.55 ms [2021-10-23 18:14:29 main:574] : INFO : Epoch 1605 | loss: 0.0311999 | val_loss: 0.0312005 | Time: 1893.53 ms [2021-10-23 18:14:31 main:574] : INFO : Epoch 1606 | loss: 0.031199 | val_loss: 0.0312092 | Time: 1925.91 ms [2021-10-23 18:14:33 main:574] : INFO : Epoch 1607 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 1887.81 ms [2021-10-23 18:14:35 main:574] : INFO : Epoch 1608 | loss: 0.0312024 | val_loss: 0.0312004 | Time: 2114.9 ms [2021-10-23 18:14:37 main:574] : INFO : Epoch 1609 | loss: 0.0311982 | val_loss: 0.0312 | Time: 1935.23 ms [2021-10-23 18:14:39 main:574] : INFO : Epoch 1610 | loss: 0.0311989 | val_loss: 0.0311998 | Time: 1893.83 ms [2021-10-23 18:14:41 main:574] : INFO : Epoch 1611 | loss: 0.0311983 | val_loss: 0.0312042 | Time: 1910.42 ms [2021-10-23 18:14:43 main:574] : INFO : Epoch 1612 | loss: 0.0311988 | val_loss: 0.0312005 | Time: 1892.28 ms [2021-10-23 18:14:45 main:574] : INFO : Epoch 1613 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 1935.43 ms [2021-10-23 18:14:47 main:574] : INFO : Epoch 1614 | loss: 0.0311991 | val_loss: 0.0312005 | Time: 2004.64 ms [2021-10-23 18:14:49 main:574] : INFO : Epoch 1615 | loss: 0.0311984 | val_loss: 0.0312005 | Time: 1979.75 ms [2021-10-23 18:14:51 main:574] : INFO : Epoch 1616 | loss: 0.0311983 | val_loss: 0.0312004 | Time: 2044.17 ms [2021-10-23 18:14:53 main:574] : INFO : Epoch 1617 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 1922.32 ms [2021-10-23 18:14:55 main:574] : INFO : Epoch 1618 | loss: 0.0311995 | val_loss: 0.0312008 | Time: 1903.12 ms [2021-10-23 18:14:57 main:574] : INFO : Epoch 1619 | loss: 0.0311986 | val_loss: 0.0312044 | Time: 1922.04 ms [2021-10-23 18:14:59 main:574] : INFO : Epoch 1620 | loss: 0.031205 | val_loss: 0.0312011 | Time: 1900.51 ms [2021-10-23 18:15:01 main:574] : INFO : Epoch 1621 | loss: 0.0311991 | val_loss: 0.0312001 | Time: 1951.03 ms [2021-10-23 18:15:03 main:574] : INFO : Epoch 1622 | loss: 0.0311981 | val_loss: 0.0312003 | Time: 1939.92 ms [2021-10-23 18:15:05 main:574] : INFO : Epoch 1623 | loss: 0.0312 | val_loss: 0.0312006 | Time: 1905.77 ms [2021-10-23 18:15:07 main:574] : INFO : Epoch 1624 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 1887.39 ms [2021-10-23 18:15:09 main:574] : INFO : Epoch 1625 | loss: 0.0311988 | val_loss: 0.0311995 | Time: 1886.86 ms [2021-10-23 18:15:11 main:574] : INFO : Epoch 1626 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 1877.94 ms [2021-10-23 18:15:13 main:574] : INFO : Epoch 1627 | loss: 0.0311983 | val_loss: 0.0312051 | Time: 1908.6 ms [2021-10-23 18:15:15 main:574] : INFO : Epoch 1628 | loss: 0.0311988 | val_loss: 0.0312041 | Time: 1902.9 ms [2021-10-23 18:15:17 main:574] : INFO : Epoch 1629 | loss: 0.0312005 | val_loss: 0.031203 | Time: 1932.8 ms [2021-10-23 18:15:19 main:574] : INFO : Epoch 1630 | loss: 0.0311992 | val_loss: 0.0312002 | Time: 1942.26 ms [2021-10-23 18:15:21 main:574] : INFO : Epoch 1631 | loss: 0.0311985 | val_loss: 0.031204 | Time: 1905.6 ms [2021-10-23 18:15:23 main:574] : INFO : Epoch 1632 | loss: 0.031199 | val_loss: 0.0312048 | Time: 1906.83 ms [2021-10-23 18:15:25 main:574] : INFO : Epoch 1633 | loss: 0.031201 | val_loss: 0.0312046 | Time: 1917.26 ms [2021-10-23 18:15:27 main:574] : INFO : Epoch 1634 | loss: 0.0312009 | val_loss: 0.0311998 | Time: 1913.36 ms [2021-10-23 18:15:29 main:574] : INFO : Epoch 1635 | loss: 0.0311979 | val_loss: 0.0312048 | Time: 1896.81 ms [2021-10-23 18:15:31 main:574] : INFO : Epoch 1636 | loss: 0.0311985 | val_loss: 0.0311995 | Time: 1965.56 ms [2021-10-23 18:15:33 main:574] : INFO : Epoch 1637 | loss: 0.0312001 | val_loss: 0.0312018 | Time: 1950.81 ms [2021-10-23 18:15:35 main:574] : INFO : Epoch 1638 | loss: 0.0312004 | val_loss: 0.0312061 | Time: 1884.33 ms [2021-10-23 18:15:37 main:574] : INFO : Epoch 1639 | loss: 0.0311988 | val_loss: 0.0311998 | Time: 1896.15 ms [2021-10-23 18:15:38 main:574] : INFO : Epoch 1640 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 1887.64 ms [2021-10-23 18:15:40 main:574] : INFO : Epoch 1641 | loss: 0.031199 | val_loss: 0.0311999 | Time: 1903 ms [2021-10-23 18:15:42 main:574] : INFO : Epoch 1642 | loss: 0.0311978 | val_loss: 0.0312001 | Time: 1881.34 ms [2021-10-23 18:15:44 main:574] : INFO : Epoch 1643 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 1886.47 ms [2021-10-23 18:15:46 main:574] : INFO : Epoch 1644 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 1883.1 ms [2021-10-23 18:15:48 main:574] : INFO : Epoch 1645 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 1946.63 ms [2021-10-23 18:15:50 main:574] : INFO : Epoch 1646 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 1948.75 ms [2021-10-23 18:15:52 main:574] : INFO : Epoch 1647 | loss: 0.0311988 | val_loss: 0.0312051 | Time: 1903.68 ms [2021-10-23 18:15:54 main:574] : INFO : Epoch 1648 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 1895.03 ms [2021-10-23 18:15:56 main:574] : INFO : Epoch 1649 | loss: 0.0311986 | val_loss: 0.0312058 | Time: 1915.9 ms [2021-10-23 18:15:58 main:574] : INFO : Epoch 1650 | loss: 0.0312004 | val_loss: 0.031206 | Time: 2271.38 ms [2021-10-23 18:16:01 main:574] : INFO : Epoch 1651 | loss: 0.0312021 | val_loss: 0.0312022 | Time: 2131.94 ms [2021-10-23 18:16:03 main:574] : INFO : Epoch 1652 | loss: 0.0311993 | val_loss: 0.0311998 | Time: 2150 ms [2021-10-23 18:16:05 main:574] : INFO : Epoch 1653 | loss: 0.0312 | val_loss: 0.0311995 | Time: 1928.4 ms [2021-10-23 18:16:07 main:574] : INFO : Epoch 1654 | loss: 0.0311991 | val_loss: 0.0312026 | Time: 1902.69 ms [2021-10-23 18:16:09 main:574] : INFO : Epoch 1655 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 1908.33 ms [2021-10-23 18:16:11 main:574] : INFO : Epoch 1656 | loss: 0.0311979 | val_loss: 0.0311998 | Time: 1931.19 ms [2021-10-23 18:16:13 main:574] : INFO : Epoch 1657 | loss: 0.0311985 | val_loss: 0.0312028 | Time: 1944.3 ms [2021-10-23 18:16:15 main:574] : INFO : Epoch 1658 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 1918.4 ms [2021-10-23 18:16:17 main:574] : INFO : Epoch 1659 | loss: 0.0311996 | val_loss: 0.0312038 | Time: 1967.91 ms [2021-10-23 18:16:19 main:574] : INFO : Epoch 1660 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 1959.04 ms [2021-10-23 18:16:21 main:574] : INFO : Epoch 1661 | loss: 0.031199 | val_loss: 0.0312011 | Time: 1938.36 ms [2021-10-23 18:16:23 main:574] : INFO : Epoch 1662 | loss: 0.0311985 | val_loss: 0.0312003 | Time: 1894.49 ms [2021-10-23 18:16:25 main:574] : INFO : Epoch 1663 | loss: 0.0311979 | val_loss: 0.0311996 | Time: 1906.01 ms [2021-10-23 18:16:27 main:574] : INFO : Epoch 1664 | loss: 0.0312008 | val_loss: 0.031211 | Time: 1907.01 ms [2021-10-23 18:16:29 main:574] : INFO : Epoch 1665 | loss: 0.0312002 | val_loss: 0.0312002 | Time: 1919.06 ms [2021-10-23 18:16:31 main:574] : INFO : Epoch 1666 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1990.36 ms [2021-10-23 18:16:33 main:574] : INFO : Epoch 1667 | loss: 0.031201 | val_loss: 0.0312028 | Time: 1937.8 ms [2021-10-23 18:16:35 main:574] : INFO : Epoch 1668 | loss: 0.0311984 | val_loss: 0.0312015 | Time: 1932.32 ms [2021-10-23 18:16:37 main:574] : INFO : Epoch 1669 | loss: 0.0311981 | val_loss: 0.0312002 | Time: 1918.48 ms [2021-10-23 18:16:39 main:574] : INFO : Epoch 1670 | loss: 0.0311994 | val_loss: 0.0311998 | Time: 2015.83 ms [2021-10-23 18:16:41 main:574] : INFO : Epoch 1671 | loss: 0.0311977 | val_loss: 0.0312003 | Time: 2065.72 ms [2021-10-23 18:16:43 main:574] : INFO : Epoch 1672 | loss: 0.0312 | val_loss: 0.0312028 | Time: 1883.26 ms [2021-10-23 18:16:45 main:574] : INFO : Epoch 1673 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 1887.78 ms [2021-10-23 18:16:47 main:574] : INFO : Epoch 1674 | loss: 0.0312017 | val_loss: 0.0312006 | Time: 1892.49 ms [2021-10-23 18:16:49 main:574] : INFO : Epoch 1675 | loss: 0.0312064 | val_loss: 0.0312036 | Time: 1935.29 ms [2021-10-23 18:16:51 main:574] : INFO : Epoch 1676 | loss: 0.0311999 | val_loss: 0.0311999 | Time: 1927.51 ms [2021-10-23 18:16:53 main:574] : INFO : Epoch 1677 | loss: 0.0311987 | val_loss: 0.0312001 | Time: 1893.96 ms [2021-10-23 18:16:55 main:574] : INFO : Epoch 1678 | loss: 0.0311979 | val_loss: 0.0312 | Time: 1930.16 ms [2021-10-23 18:16:57 main:574] : INFO : Epoch 1679 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 1952 ms [2021-10-23 18:16:59 main:574] : INFO : Epoch 1680 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 1922.32 ms [2021-10-23 18:17:01 main:574] : INFO : Epoch 1681 | loss: 0.0311981 | val_loss: 0.0312005 | Time: 1903.1 ms [2021-10-23 18:17:03 main:574] : INFO : Epoch 1682 | loss: 0.0311977 | val_loss: 0.0312067 | Time: 1890.02 ms [2021-10-23 18:17:05 main:574] : INFO : Epoch 1683 | loss: 0.0311999 | val_loss: 0.0312004 | Time: 1905.94 ms [2021-10-23 18:17:07 main:574] : INFO : Epoch 1684 | loss: 0.0311996 | val_loss: 0.0312038 | Time: 1890.21 ms [2021-10-23 18:17:09 main:574] : INFO : Epoch 1685 | loss: 0.0312019 | val_loss: 0.031201 | Time: 1964.52 ms [2021-10-23 18:17:11 main:574] : INFO : Epoch 1686 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 1896.6 ms [2021-10-23 18:17:13 main:574] : INFO : Epoch 1687 | loss: 0.031199 | val_loss: 0.0312023 | Time: 1895.8 ms [2021-10-23 18:17:15 main:574] : INFO : Epoch 1688 | loss: 0.0311984 | val_loss: 0.0312009 | Time: 1893.39 ms [2021-10-23 18:17:17 main:574] : INFO : Epoch 1689 | loss: 0.0311978 | val_loss: 0.0312032 | Time: 1909.55 ms [2021-10-23 18:17:19 main:574] : INFO : Epoch 1690 | loss: 0.0311984 | val_loss: 0.0311998 | Time: 1880.34 ms [2021-10-23 18:17:21 main:574] : INFO : Epoch 1691 | loss: 0.0312005 | val_loss: 0.0312044 | Time: 1924.09 ms [2021-10-23 18:17:23 main:574] : INFO : Epoch 1692 | loss: 0.0312014 | val_loss: 0.0312004 | Time: 1903.37 ms [2021-10-23 18:17:25 main:574] : INFO : Epoch 1693 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 1880.73 ms [2021-10-23 18:17:27 main:574] : INFO : Epoch 1694 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 1897.61 ms [2021-10-23 18:17:29 main:574] : INFO : Epoch 1695 | loss: 0.0311993 | val_loss: 0.0312034 | Time: 1947.91 ms [2021-10-23 18:17:31 main:574] : INFO : Epoch 1696 | loss: 0.0312003 | val_loss: 0.031204 | Time: 1995.01 ms [2021-10-23 18:17:33 main:574] : INFO : Epoch 1697 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1945.11 ms [2021-10-23 18:17:35 main:574] : INFO : Epoch 1698 | loss: 0.0311995 | val_loss: 0.0312004 | Time: 2030.32 ms [2021-10-23 18:17:37 main:574] : INFO : Epoch 1699 | loss: 0.0312008 | val_loss: 0.0312009 | Time: 2006.92 ms [2021-10-23 18:17:39 main:574] : INFO : Epoch 1700 | loss: 0.0311986 | val_loss: 0.031201 | Time: 1952.34 ms [2021-10-23 18:17:41 main:574] : INFO : Epoch 1701 | loss: 0.0311984 | val_loss: 0.0311996 | Time: 1895.53 ms [2021-10-23 18:17:43 main:574] : INFO : Epoch 1702 | loss: 0.0311981 | val_loss: 0.0312024 | Time: 1900.1 ms [2021-10-23 18:17:45 main:574] : INFO : Epoch 1703 | loss: 0.0312008 | val_loss: 0.0312043 | Time: 1929.6 ms [2021-10-23 18:17:47 main:574] : INFO : Epoch 1704 | loss: 0.0311992 | val_loss: 0.0311998 | Time: 1891.17 ms [2021-10-23 18:17:49 main:574] : INFO : Epoch 1705 | loss: 0.0311981 | val_loss: 0.0312014 | Time: 1917.76 ms [2021-10-23 18:17:51 main:574] : INFO : Epoch 1706 | loss: 0.0312001 | val_loss: 0.0312051 | Time: 1897.12 ms [2021-10-23 18:17:53 main:574] : INFO : Epoch 1707 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 1895.51 ms [2021-10-23 18:17:55 main:574] : INFO : Epoch 1708 | loss: 0.0311985 | val_loss: 0.0312004 | Time: 1894.92 ms [2021-10-23 18:17:57 main:574] : INFO : Epoch 1709 | loss: 0.0311984 | val_loss: 0.0311994 | Time: 1910.08 ms [2021-10-23 18:17:59 main:574] : INFO : Epoch 1710 | loss: 0.0311997 | val_loss: 0.0311997 | Time: 1901.57 ms [2021-10-23 18:18:01 main:574] : INFO : Epoch 1711 | loss: 0.031198 | val_loss: 0.0312014 | Time: 1948.18 ms [2021-10-23 18:18:03 main:574] : INFO : Epoch 1712 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1901.26 ms [2021-10-23 18:18:05 main:574] : INFO : Epoch 1713 | loss: 0.0312003 | val_loss: 0.0312034 | Time: 1909.36 ms [2021-10-23 18:18:07 main:574] : INFO : Epoch 1714 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 1945.59 ms [2021-10-23 18:18:09 main:574] : INFO : Epoch 1715 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 1929.25 ms [2021-10-23 18:18:11 main:574] : INFO : Epoch 1716 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 1901.86 ms [2021-10-23 18:18:13 main:574] : INFO : Epoch 1717 | loss: 0.0311999 | val_loss: 0.0312008 | Time: 1906.76 ms [2021-10-23 18:18:15 main:574] : INFO : Epoch 1718 | loss: 0.0311988 | val_loss: 0.0312002 | Time: 1948.23 ms [2021-10-23 18:18:17 main:574] : INFO : Epoch 1719 | loss: 0.0311984 | val_loss: 0.0312006 | Time: 2011.66 ms [2021-10-23 18:18:19 main:574] : INFO : Epoch 1720 | loss: 0.0311995 | val_loss: 0.0311999 | Time: 1969.33 ms [2021-10-23 18:18:21 main:574] : INFO : Epoch 1721 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 1941.87 ms [2021-10-23 18:18:23 main:574] : INFO : Epoch 1722 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 1909.05 ms [2021-10-23 18:18:25 main:574] : INFO : Epoch 1723 | loss: 0.0311981 | val_loss: 0.0312013 | Time: 1905.74 ms [2021-10-23 18:18:27 main:574] : INFO : Epoch 1724 | loss: 0.0311982 | val_loss: 0.0312013 | Time: 1902.18 ms [2021-10-23 18:18:29 main:574] : INFO : Epoch 1725 | loss: 0.0311973 | val_loss: 0.0311994 | Time: 1902.6 ms [2021-10-23 18:18:31 main:574] : INFO : Epoch 1726 | loss: 0.0311994 | val_loss: 0.031207 | Time: 1929.39 ms [2021-10-23 18:18:32 main:574] : INFO : Epoch 1727 | loss: 0.031199 | val_loss: 0.0312005 | Time: 1898.3 ms [2021-10-23 18:18:34 main:574] : INFO : Epoch 1728 | loss: 0.0312026 | val_loss: 0.0312061 | Time: 1894.79 ms [2021-10-23 18:18:36 main:574] : INFO : Epoch 1729 | loss: 0.0311985 | val_loss: 0.031201 | Time: 1901.07 ms [2021-10-23 18:18:38 main:574] : INFO : Epoch 1730 | loss: 0.0311985 | val_loss: 0.0312022 | Time: 1892.92 ms [2021-10-23 18:18:40 main:574] : INFO : Epoch 1731 | loss: 0.0311984 | val_loss: 0.0312003 | Time: 1887.46 ms [2021-10-23 18:18:42 main:574] : INFO : Epoch 1732 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1894.69 ms [2021-10-23 18:18:44 main:574] : INFO : Epoch 1733 | loss: 0.031199 | val_loss: 0.0312 | Time: 1894.81 ms [2021-10-23 18:18:46 main:574] : INFO : Epoch 1734 | loss: 0.0312006 | val_loss: 0.0312021 | Time: 1909.35 ms [2021-10-23 18:18:48 main:574] : INFO : Epoch 1735 | loss: 0.0312093 | val_loss: 0.031204 | Time: 1997.2 ms [2021-10-23 18:18:50 main:574] : INFO : Epoch 1736 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 1911.15 ms [2021-10-23 18:18:52 main:574] : INFO : Epoch 1737 | loss: 0.031199 | val_loss: 0.0312005 | Time: 1939 ms [2021-10-23 18:18:54 main:574] : INFO : Epoch 1738 | loss: 0.0311987 | val_loss: 0.0312006 | Time: 1894.94 ms [2021-10-23 18:18:56 main:574] : INFO : Epoch 1739 | loss: 0.0311977 | val_loss: 0.0312037 | Time: 1884.28 ms [2021-10-23 18:18:58 main:574] : INFO : Epoch 1740 | loss: 0.0312 | val_loss: 0.0311998 | Time: 1929.41 ms [2021-10-23 18:19:00 main:574] : INFO : Epoch 1741 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 1898.08 ms [2021-10-23 18:19:02 main:574] : INFO : Epoch 1742 | loss: 0.0311989 | val_loss: 0.0312001 | Time: 1925.56 ms [2021-10-23 18:19:04 main:574] : INFO : Epoch 1743 | loss: 0.031198 | val_loss: 0.0312 | Time: 1920.77 ms [2021-10-23 18:19:06 main:574] : INFO : Epoch 1744 | loss: 0.0311972 | val_loss: 0.0311996 | Time: 1894.27 ms [2021-10-23 18:19:08 main:574] : INFO : Epoch 1745 | loss: 0.0311985 | val_loss: 0.0312038 | Time: 1903.01 ms [2021-10-23 18:19:10 main:574] : INFO : Epoch 1746 | loss: 0.0311981 | val_loss: 0.0312 | Time: 1887.92 ms [2021-10-23 18:19:12 main:574] : INFO : Epoch 1747 | loss: 0.0311986 | val_loss: 0.0311996 | Time: 1886.29 ms [2021-10-23 18:19:14 main:574] : INFO : Epoch 1748 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 1883.76 ms [2021-10-23 18:19:16 main:574] : INFO : Epoch 1749 | loss: 0.0312003 | val_loss: 0.0312009 | Time: 1896.02 ms [2021-10-23 18:19:18 main:574] : INFO : Epoch 1750 | loss: 0.0311996 | val_loss: 0.0311998 | Time: 1919.83 ms [2021-10-23 18:19:20 main:574] : INFO : Epoch 1751 | loss: 0.0311981 | val_loss: 0.0312005 | Time: 1900.01 ms [2021-10-23 18:19:22 main:574] : INFO : Epoch 1752 | loss: 0.0311979 | val_loss: 0.0312006 | Time: 1910.95 ms [2021-10-23 18:19:23 main:574] : INFO : Epoch 1753 | loss: 0.0312 | val_loss: 0.0312039 | Time: 1894.82 ms [2021-10-23 18:19:25 main:574] : INFO : Epoch 1754 | loss: 0.0312005 | val_loss: 0.0312011 | Time: 1891.88 ms [2021-10-23 18:19:27 main:574] : INFO : Epoch 1755 | loss: 0.0311978 | val_loss: 0.0312005 | Time: 1905.61 ms [2021-10-23 18:19:29 main:574] : INFO : Epoch 1756 | loss: 0.0311981 | val_loss: 0.0312071 | Time: 1899.53 ms [2021-10-23 18:19:31 main:574] : INFO : Epoch 1757 | loss: 0.0311989 | val_loss: 0.0312021 | Time: 1898.34 ms [2021-10-23 18:19:33 main:574] : INFO : Epoch 1758 | loss: 0.0311983 | val_loss: 0.0312001 | Time: 1923.38 ms [2021-10-23 18:19:35 main:574] : INFO : Epoch 1759 | loss: 0.0312004 | val_loss: 0.0312055 | Time: 1886.39 ms [2021-10-23 18:19:37 main:574] : INFO : Epoch 1760 | loss: 0.0312013 | val_loss: 0.0312 | Time: 1888.59 ms [2021-10-23 18:19:39 main:574] : INFO : Epoch 1761 | loss: 0.0311987 | val_loss: 0.0312011 | Time: 1886.85 ms [2021-10-23 18:19:41 main:574] : INFO : Epoch 1762 | loss: 0.0311972 | val_loss: 0.0312008 | Time: 1893.04 ms [2021-10-23 18:19:43 main:574] : INFO : Epoch 1763 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 1899.55 ms [2021-10-23 18:19:45 main:574] : INFO : Epoch 1764 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 1873.64 ms [2021-10-23 18:19:47 main:574] : INFO : Epoch 1765 | loss: 0.0311989 | val_loss: 0.0312004 | Time: 1923.5 ms [2021-10-23 18:19:49 main:574] : INFO : Epoch 1766 | loss: 0.031199 | val_loss: 0.0312005 | Time: 1903.4 ms [2021-10-23 18:19:51 main:574] : INFO : Epoch 1767 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 1915.98 ms [2021-10-23 18:19:53 main:574] : INFO : Epoch 1768 | loss: 0.0311999 | val_loss: 0.0312128 | Time: 1894.38 ms [2021-10-23 18:19:55 main:574] : INFO : Epoch 1769 | loss: 0.0312002 | val_loss: 0.0312007 | Time: 1893.69 ms [2021-10-23 18:19:57 main:574] : INFO : Epoch 1770 | loss: 0.0311979 | val_loss: 0.0311996 | Time: 1890.33 ms [2021-10-23 18:19:59 main:574] : INFO : Epoch 1771 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 1901.9 ms [2021-10-23 18:20:01 main:574] : INFO : Epoch 1772 | loss: 0.031199 | val_loss: 0.0312003 | Time: 1889.3 ms [2021-10-23 18:20:03 main:574] : INFO : Epoch 1773 | loss: 0.0311986 | val_loss: 0.0311998 | Time: 1887.13 ms [2021-10-23 18:20:04 main:574] : INFO : Epoch 1774 | loss: 0.0311981 | val_loss: 0.0312022 | Time: 1904.24 ms [2021-10-23 18:20:06 main:574] : INFO : Epoch 1775 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 1903.39 ms [2021-10-23 18:20:08 main:574] : INFO : Epoch 1776 | loss: 0.0311974 | val_loss: 0.0312004 | Time: 1882.68 ms [2021-10-23 18:20:10 main:574] : INFO : Epoch 1777 | loss: 0.0311986 | val_loss: 0.0311996 | Time: 1889.3 ms [2021-10-23 18:20:12 main:574] : INFO : Epoch 1778 | loss: 0.0311973 | val_loss: 0.0312008 | Time: 1890.66 ms [2021-10-23 18:20:14 main:574] : INFO : Epoch 1779 | loss: 0.0311976 | val_loss: 0.0312 | Time: 1893.74 ms [2021-10-23 18:20:16 main:574] : INFO : Epoch 1780 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 1882.69 ms [2021-10-23 18:20:18 main:574] : INFO : Epoch 1781 | loss: 0.0311992 | val_loss: 0.0311999 | Time: 1880.15 ms [2021-10-23 18:20:20 main:574] : INFO : Epoch 1782 | loss: 0.031199 | val_loss: 0.0312029 | Time: 1922.68 ms [2021-10-23 18:20:22 main:574] : INFO : Epoch 1783 | loss: 0.0311978 | val_loss: 0.0312001 | Time: 1902.69 ms [2021-10-23 18:20:24 main:574] : INFO : Epoch 1784 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 1900.02 ms [2021-10-23 18:20:26 main:574] : INFO : Epoch 1785 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 1875.3 ms [2021-10-23 18:20:28 main:574] : INFO : Epoch 1786 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 1883.01 ms [2021-10-23 18:20:30 main:574] : INFO : Epoch 1787 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 1881.79 ms [2021-10-23 18:20:32 main:574] : INFO : Epoch 1788 | loss: 0.0311995 | val_loss: 0.0312033 | Time: 1883.43 ms [2021-10-23 18:20:34 main:574] : INFO : Epoch 1789 | loss: 0.0312 | val_loss: 0.0312004 | Time: 1924.19 ms [2021-10-23 18:20:36 main:574] : INFO : Epoch 1790 | loss: 0.0311978 | val_loss: 0.0311998 | Time: 1880.32 ms [2021-10-23 18:20:38 main:574] : INFO : Epoch 1791 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 1880.34 ms [2021-10-23 18:20:40 main:574] : INFO : Epoch 1792 | loss: 0.0311979 | val_loss: 0.0311996 | Time: 1879.56 ms [2021-10-23 18:20:42 main:574] : INFO : Epoch 1793 | loss: 0.0311977 | val_loss: 0.0312006 | Time: 1899.07 ms [2021-10-23 18:20:43 main:574] : INFO : Epoch 1794 | loss: 0.0311978 | val_loss: 0.0312036 | Time: 1880.12 ms [2021-10-23 18:20:45 main:574] : INFO : Epoch 1795 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 1919.43 ms [2021-10-23 18:20:47 main:574] : INFO : Epoch 1796 | loss: 0.0311977 | val_loss: 0.0311999 | Time: 1870.56 ms [2021-10-23 18:20:49 main:574] : INFO : Epoch 1797 | loss: 0.0311981 | val_loss: 0.0312009 | Time: 1962.03 ms [2021-10-23 18:20:51 main:574] : INFO : Epoch 1798 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 1909.67 ms [2021-10-23 18:20:53 main:574] : INFO : Epoch 1799 | loss: 0.0311978 | val_loss: 0.0311995 | Time: 1878.84 ms [2021-10-23 18:20:55 main:574] : INFO : Epoch 1800 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 1879.8 ms [2021-10-23 18:20:57 main:574] : INFO : Epoch 1801 | loss: 0.0312004 | val_loss: 0.0312016 | Time: 1889.3 ms [2021-10-23 18:20:59 main:574] : INFO : Epoch 1802 | loss: 0.0312012 | val_loss: 0.0312013 | Time: 1965.73 ms [2021-10-23 18:21:01 main:574] : INFO : Epoch 1803 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 1980.64 ms [2021-10-23 18:21:03 main:574] : INFO : Epoch 1804 | loss: 0.0311978 | val_loss: 0.0312008 | Time: 1916.68 ms [2021-10-23 18:21:05 main:574] : INFO : Epoch 1805 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 1939.74 ms [2021-10-23 18:21:07 main:574] : INFO : Epoch 1806 | loss: 0.0311984 | val_loss: 0.0312046 | Time: 1919.36 ms [2021-10-23 18:21:09 main:574] : INFO : Epoch 1807 | loss: 0.0312 | val_loss: 0.0312 | Time: 1923.31 ms [2021-10-23 18:21:11 main:574] : INFO : Epoch 1808 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 1885.02 ms [2021-10-23 18:21:13 main:574] : INFO : Epoch 1809 | loss: 0.031198 | val_loss: 0.0311996 | Time: 1910.56 ms [2021-10-23 18:21:15 main:574] : INFO : Epoch 1810 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 1892.33 ms [2021-10-23 18:21:17 main:574] : INFO : Epoch 1811 | loss: 0.0311983 | val_loss: 0.0312005 | Time: 1940.47 ms [2021-10-23 18:21:19 main:574] : INFO : Epoch 1812 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 1900.23 ms [2021-10-23 18:21:21 main:574] : INFO : Epoch 1813 | loss: 0.0311977 | val_loss: 0.0312012 | Time: 1989.8 ms [2021-10-23 18:21:23 main:574] : INFO : Epoch 1814 | loss: 0.0311979 | val_loss: 0.0312024 | Time: 1934.21 ms [2021-10-23 18:21:25 main:574] : INFO : Epoch 1815 | loss: 0.031199 | val_loss: 0.0312009 | Time: 1926.63 ms [2021-10-23 18:21:27 main:574] : INFO : Epoch 1816 | loss: 0.0311976 | val_loss: 0.0312 | Time: 1913 ms [2021-10-23 18:21:29 main:574] : INFO : Epoch 1817 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 1907.3 ms [2021-10-23 18:21:31 main:574] : INFO : Epoch 1818 | loss: 0.0311983 | val_loss: 0.0312004 | Time: 1902.12 ms [2021-10-23 18:21:33 main:574] : INFO : Epoch 1819 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 1892.45 ms [2021-10-23 18:21:35 main:574] : INFO : Epoch 1820 | loss: 0.031198 | val_loss: 0.0312 | Time: 2255.29 ms [2021-10-23 18:21:37 main:574] : INFO : Epoch 1821 | loss: 0.0311992 | val_loss: 0.0312016 | Time: 2069.92 ms [2021-10-23 18:21:39 main:574] : INFO : Epoch 1822 | loss: 0.0312001 | val_loss: 0.0312003 | Time: 1907.71 ms [2021-10-23 18:21:41 main:574] : INFO : Epoch 1823 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 1874.18 ms [2021-10-23 18:21:43 main:574] : INFO : Epoch 1824 | loss: 0.0311989 | val_loss: 0.0312 | Time: 1941.08 ms [2021-10-23 18:21:46 main:574] : INFO : Epoch 1825 | loss: 0.0311995 | val_loss: 0.0312012 | Time: 2221.53 ms [2021-10-23 18:21:48 main:574] : INFO : Epoch 1826 | loss: 0.0311992 | val_loss: 0.0312 | Time: 2047.77 ms [2021-10-23 18:21:50 main:574] : INFO : Epoch 1827 | loss: 0.0311976 | val_loss: 0.0311993 | Time: 1908.91 ms [2021-10-23 18:21:52 main:574] : INFO : Epoch 1828 | loss: 0.0311981 | val_loss: 0.0312052 | Time: 1969.91 ms [2021-10-23 18:21:54 main:574] : INFO : Epoch 1829 | loss: 0.0311998 | val_loss: 0.0312001 | Time: 1881.94 ms [2021-10-23 18:21:56 main:574] : INFO : Epoch 1830 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 1887.63 ms [2021-10-23 18:21:58 main:574] : INFO : Epoch 1831 | loss: 0.0312006 | val_loss: 0.0312026 | Time: 1899.67 ms [2021-10-23 18:22:00 main:574] : INFO : Epoch 1832 | loss: 0.0311985 | val_loss: 0.0312085 | Time: 1907.2 ms [2021-10-23 18:22:02 main:574] : INFO : Epoch 1833 | loss: 0.031199 | val_loss: 0.0312 | Time: 1893.9 ms [2021-10-23 18:22:04 main:574] : INFO : Epoch 1834 | loss: 0.0311985 | val_loss: 0.0312002 | Time: 1951.08 ms [2021-10-23 18:22:06 main:574] : INFO : Epoch 1835 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 1949.74 ms [2021-10-23 18:22:08 main:574] : INFO : Epoch 1836 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 2034.68 ms [2021-10-23 18:22:10 main:574] : INFO : Epoch 1837 | loss: 0.0312006 | val_loss: 0.031202 | Time: 1945.13 ms [2021-10-23 18:22:12 main:574] : INFO : Epoch 1838 | loss: 0.0311975 | val_loss: 0.0311998 | Time: 1944.2 ms [2021-10-23 18:22:14 main:574] : INFO : Epoch 1839 | loss: 0.0311975 | val_loss: 0.0312043 | Time: 1960.62 ms [2021-10-23 18:22:16 main:574] : INFO : Epoch 1840 | loss: 0.031199 | val_loss: 0.0312044 | Time: 1956.06 ms [2021-10-23 18:22:18 main:574] : INFO : Epoch 1841 | loss: 0.031198 | val_loss: 0.0312004 | Time: 1928.26 ms [2021-10-23 18:22:20 main:574] : INFO : Epoch 1842 | loss: 0.0311999 | val_loss: 0.0312 | Time: 1908.57 ms [2021-10-23 18:22:22 main:574] : INFO : Epoch 1843 | loss: 0.0311986 | val_loss: 0.0312006 | Time: 1898.18 ms [2021-10-23 18:22:24 main:574] : INFO : Epoch 1844 | loss: 0.0311971 | val_loss: 0.0311995 | Time: 1889.47 ms [2021-10-23 18:22:25 main:574] : INFO : Epoch 1845 | loss: 0.0311981 | val_loss: 0.0312003 | Time: 1873.32 ms [2021-10-23 18:22:27 main:574] : INFO : Epoch 1846 | loss: 0.0311989 | val_loss: 0.0312028 | Time: 1889.5 ms [2021-10-23 18:22:29 main:574] : INFO : Epoch 1847 | loss: 0.0311988 | val_loss: 0.0312038 | Time: 1889.12 ms [2021-10-23 18:22:31 main:574] : INFO : Epoch 1848 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 1945.85 ms [2021-10-23 18:22:33 main:574] : INFO : Epoch 1849 | loss: 0.0312005 | val_loss: 0.0311999 | Time: 1901.14 ms [2021-10-23 18:22:35 main:574] : INFO : Epoch 1850 | loss: 0.0312005 | val_loss: 0.031207 | Time: 1904.78 ms [2021-10-23 18:22:37 main:574] : INFO : Epoch 1851 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 1920.49 ms [2021-10-23 18:22:39 main:574] : INFO : Epoch 1852 | loss: 0.0311993 | val_loss: 0.0312055 | Time: 1876.49 ms [2021-10-23 18:22:41 main:574] : INFO : Epoch 1853 | loss: 0.0311994 | val_loss: 0.0312 | Time: 1885.94 ms [2021-10-23 18:22:43 main:574] : INFO : Epoch 1854 | loss: 0.0311983 | val_loss: 0.0311995 | Time: 1885.98 ms [2021-10-23 18:22:45 main:574] : INFO : Epoch 1855 | loss: 0.031198 | val_loss: 0.0312002 | Time: 1901.81 ms [2021-10-23 18:22:47 main:574] : INFO : Epoch 1856 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 1939.23 ms [2021-10-23 18:22:49 main:574] : INFO : Epoch 1857 | loss: 0.0311998 | val_loss: 0.0312009 | Time: 1891.38 ms [2021-10-23 18:22:51 main:574] : INFO : Epoch 1858 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 1911.75 ms [2021-10-23 18:22:53 main:574] : INFO : Epoch 1859 | loss: 0.0311974 | val_loss: 0.0312011 | Time: 1899.23 ms [2021-10-23 18:22:55 main:574] : INFO : Epoch 1860 | loss: 0.0311998 | val_loss: 0.0312021 | Time: 1888.07 ms [2021-10-23 18:22:57 main:574] : INFO : Epoch 1861 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 1963.34 ms [2021-10-23 18:22:59 main:574] : INFO : Epoch 1862 | loss: 0.0311977 | val_loss: 0.0312003 | Time: 1916.53 ms [2021-10-23 18:23:01 main:574] : INFO : Epoch 1863 | loss: 0.0311977 | val_loss: 0.0311994 | Time: 1881.45 ms [2021-10-23 18:23:03 main:574] : INFO : Epoch 1864 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 1878.39 ms [2021-10-23 18:23:05 main:574] : INFO : Epoch 1865 | loss: 0.0311975 | val_loss: 0.0311999 | Time: 1888.38 ms [2021-10-23 18:23:07 main:574] : INFO : Epoch 1866 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 1882.79 ms [2021-10-23 18:23:08 main:574] : INFO : Epoch 1867 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 1878.89 ms [2021-10-23 18:23:10 main:574] : INFO : Epoch 1868 | loss: 0.0311975 | val_loss: 0.0311999 | Time: 1883.96 ms [2021-10-23 18:23:12 main:574] : INFO : Epoch 1869 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 1902.11 ms [2021-10-23 18:23:14 main:574] : INFO : Epoch 1870 | loss: 0.0311996 | val_loss: 0.0312011 | Time: 1896.2 ms [2021-10-23 18:23:16 main:574] : INFO : Epoch 1871 | loss: 0.0312008 | val_loss: 0.0312129 | Time: 1905.62 ms [2021-10-23 18:23:18 main:574] : INFO : Epoch 1872 | loss: 0.0312006 | val_loss: 0.0312103 | Time: 1889.1 ms [2021-10-23 18:23:20 main:574] : INFO : Epoch 1873 | loss: 0.0312028 | val_loss: 0.0312019 | Time: 1881.55 ms [2021-10-23 18:23:22 main:574] : INFO : Epoch 1874 | loss: 0.0311993 | val_loss: 0.0312011 | Time: 1904.73 ms [2021-10-23 18:23:24 main:574] : INFO : Epoch 1875 | loss: 0.031198 | val_loss: 0.0311993 | Time: 1910.58 ms [2021-10-23 18:23:26 main:574] : INFO : Epoch 1876 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 1911.07 ms [2021-10-23 18:23:28 main:574] : INFO : Epoch 1877 | loss: 0.031198 | val_loss: 0.0312013 | Time: 1886.57 ms [2021-10-23 18:23:30 main:574] : INFO : Epoch 1878 | loss: 0.0311988 | val_loss: 0.0312009 | Time: 1885.78 ms [2021-10-23 18:23:32 main:574] : INFO : Epoch 1879 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1889.78 ms [2021-10-23 18:23:34 main:574] : INFO : Epoch 1880 | loss: 0.0311976 | val_loss: 0.0312009 | Time: 1927.43 ms [2021-10-23 18:23:36 main:574] : INFO : Epoch 1881 | loss: 0.0312003 | val_loss: 0.0312096 | Time: 1886.65 ms [2021-10-23 18:23:38 main:574] : INFO : Epoch 1882 | loss: 0.0312005 | val_loss: 0.0311996 | Time: 1881.32 ms [2021-10-23 18:23:40 main:574] : INFO : Epoch 1883 | loss: 0.0311975 | val_loss: 0.0312008 | Time: 1869.57 ms [2021-10-23 18:23:42 main:574] : INFO : Epoch 1884 | loss: 0.031199 | val_loss: 0.0312014 | Time: 1923.05 ms [2021-10-23 18:23:44 main:574] : INFO : Epoch 1885 | loss: 0.0311986 | val_loss: 0.0312001 | Time: 1988.99 ms [2021-10-23 18:23:46 main:574] : INFO : Epoch 1886 | loss: 0.0311974 | val_loss: 0.0312003 | Time: 1890.13 ms [2021-10-23 18:23:48 main:574] : INFO : Epoch 1887 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1910.16 ms [2021-10-23 18:23:49 main:574] : INFO : Epoch 1888 | loss: 0.0311982 | val_loss: 0.0311999 | Time: 1895.41 ms [2021-10-23 18:23:51 main:574] : INFO : Epoch 1889 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 1923.02 ms [2021-10-23 18:23:53 main:574] : INFO : Epoch 1890 | loss: 0.0311977 | val_loss: 0.0312019 | Time: 1900.9 ms [2021-10-23 18:23:55 main:574] : INFO : Epoch 1891 | loss: 0.0312019 | val_loss: 0.0312057 | Time: 1888.24 ms [2021-10-23 18:23:57 main:574] : INFO : Epoch 1892 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 1892.97 ms [2021-10-23 18:23:59 main:574] : INFO : Epoch 1893 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1876.02 ms [2021-10-23 18:24:01 main:574] : INFO : Epoch 1894 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 1887.4 ms [2021-10-23 18:24:03 main:574] : INFO : Epoch 1895 | loss: 0.0311982 | val_loss: 0.031205 | Time: 1926.01 ms [2021-10-23 18:24:05 main:574] : INFO : Epoch 1896 | loss: 0.0312012 | val_loss: 0.0312005 | Time: 1884.62 ms [2021-10-23 18:24:07 main:574] : INFO : Epoch 1897 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 1899.01 ms [2021-10-23 18:24:09 main:574] : INFO : Epoch 1898 | loss: 0.0311983 | val_loss: 0.0312014 | Time: 1888.74 ms [2021-10-23 18:24:11 main:574] : INFO : Epoch 1899 | loss: 0.0312004 | val_loss: 0.0312019 | Time: 1881.26 ms [2021-10-23 18:24:13 main:574] : INFO : Epoch 1900 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 1946.44 ms [2021-10-23 18:24:15 main:574] : INFO : Epoch 1901 | loss: 0.0311977 | val_loss: 0.0312029 | Time: 2041.32 ms [2021-10-23 18:24:17 main:574] : INFO : Epoch 1902 | loss: 0.0312002 | val_loss: 0.0312002 | Time: 1924.35 ms [2021-10-23 18:24:19 main:574] : INFO : Epoch 1903 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 1913.87 ms [2021-10-23 18:24:21 main:574] : INFO : Epoch 1904 | loss: 0.0312018 | val_loss: 0.0312092 | Time: 1906.2 ms [2021-10-23 18:24:23 main:574] : INFO : Epoch 1905 | loss: 0.0312011 | val_loss: 0.0312173 | Time: 1887.92 ms [2021-10-23 18:24:25 main:574] : INFO : Epoch 1906 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1899.16 ms [2021-10-23 18:24:27 main:574] : INFO : Epoch 1907 | loss: 0.0312033 | val_loss: 0.0312079 | Time: 1906.29 ms [2021-10-23 18:24:29 main:574] : INFO : Epoch 1908 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 1904.68 ms [2021-10-23 18:24:31 main:574] : INFO : Epoch 1909 | loss: 0.0311999 | val_loss: 0.0312005 | Time: 1896.14 ms [2021-10-23 18:24:33 main:574] : INFO : Epoch 1910 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 1893.21 ms [2021-10-23 18:24:35 main:574] : INFO : Epoch 1911 | loss: 0.0311974 | val_loss: 0.0311997 | Time: 1892.85 ms [2021-10-23 18:24:37 main:574] : INFO : Epoch 1912 | loss: 0.0311984 | val_loss: 0.0312042 | Time: 1919.42 ms [2021-10-23 18:24:39 main:574] : INFO : Epoch 1913 | loss: 0.0311982 | val_loss: 0.0311994 | Time: 1875.06 ms [2021-10-23 18:24:41 main:574] : INFO : Epoch 1914 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 1957.94 ms [2021-10-23 18:24:43 main:574] : INFO : Epoch 1915 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 1900.99 ms [2021-10-23 18:24:45 main:574] : INFO : Epoch 1916 | loss: 0.031199 | val_loss: 0.0311998 | Time: 1884.63 ms [2021-10-23 18:24:46 main:574] : INFO : Epoch 1917 | loss: 0.0311979 | val_loss: 0.0312001 | Time: 1894.75 ms [2021-10-23 18:24:48 main:574] : INFO : Epoch 1918 | loss: 0.0311985 | val_loss: 0.0312 | Time: 1887.02 ms [2021-10-23 18:24:50 main:574] : INFO : Epoch 1919 | loss: 0.0311987 | val_loss: 0.0312072 | Time: 1893.95 ms [2021-10-23 18:24:52 main:574] : INFO : Epoch 1920 | loss: 0.0312005 | val_loss: 0.0312024 | Time: 1909.75 ms [2021-10-23 18:24:54 main:574] : INFO : Epoch 1921 | loss: 0.0311979 | val_loss: 0.0312027 | Time: 1878.71 ms [2021-10-23 18:24:56 main:574] : INFO : Epoch 1922 | loss: 0.0311982 | val_loss: 0.0312 | Time: 1915.93 ms [2021-10-23 18:24:58 main:574] : INFO : Epoch 1923 | loss: 0.0311978 | val_loss: 0.0312001 | Time: 1883.03 ms [2021-10-23 18:25:00 main:574] : INFO : Epoch 1924 | loss: 0.0311991 | val_loss: 0.0312014 | Time: 1882.54 ms [2021-10-23 18:25:02 main:574] : INFO : Epoch 1925 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 1888.26 ms [2021-10-23 18:25:04 main:574] : INFO : Epoch 1926 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 1950.24 ms [2021-10-23 18:25:06 main:574] : INFO : Epoch 1927 | loss: 0.031198 | val_loss: 0.031203 | Time: 1894.37 ms [2021-10-23 18:25:08 main:574] : INFO : Epoch 1928 | loss: 0.0311984 | val_loss: 0.0312008 | Time: 1879.91 ms [2021-10-23 18:25:10 main:574] : INFO : Epoch 1929 | loss: 0.0311985 | val_loss: 0.0312003 | Time: 1898.86 ms [2021-10-23 18:25:12 main:574] : INFO : Epoch 1930 | loss: 0.0311993 | val_loss: 0.0311996 | Time: 1929.82 ms [2021-10-23 18:25:14 main:574] : INFO : Epoch 1931 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 1972.73 ms [2021-10-23 18:25:16 main:574] : INFO : Epoch 1932 | loss: 0.0311985 | val_loss: 0.0312 | Time: 2355.72 ms [2021-10-23 18:25:18 main:574] : INFO : Epoch 1933 | loss: 0.0311985 | val_loss: 0.0312003 | Time: 1950.32 ms [2021-10-23 18:25:20 main:574] : INFO : Epoch 1934 | loss: 0.0311967 | val_loss: 0.0311994 | Time: 1929.49 ms [2021-10-23 18:25:22 main:574] : INFO : Epoch 1935 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 1946.89 ms [2021-10-23 18:25:24 main:574] : INFO : Epoch 1936 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 1915 ms [2021-10-23 18:25:26 main:574] : INFO : Epoch 1937 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 1899.56 ms [2021-10-23 18:25:28 main:574] : INFO : Epoch 1938 | loss: 0.0311979 | val_loss: 0.031203 | Time: 1911.44 ms [2021-10-23 18:25:30 main:574] : INFO : Epoch 1939 | loss: 0.0311979 | val_loss: 0.0311993 | Time: 1934.14 ms [2021-10-23 18:25:32 main:574] : INFO : Epoch 1940 | loss: 0.0312007 | val_loss: 0.0312069 | Time: 1954.55 ms [2021-10-23 18:25:34 main:574] : INFO : Epoch 1941 | loss: 0.0311997 | val_loss: 0.0312012 | Time: 1889.89 ms [2021-10-23 18:25:36 main:574] : INFO : Epoch 1942 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 1931.82 ms [2021-10-23 18:25:38 main:574] : INFO : Epoch 1943 | loss: 0.0311994 | val_loss: 0.0311998 | Time: 1966.48 ms [2021-10-23 18:25:40 main:574] : INFO : Epoch 1944 | loss: 0.0312004 | val_loss: 0.0311998 | Time: 1949.83 ms [2021-10-23 18:25:42 main:574] : INFO : Epoch 1945 | loss: 0.0312002 | val_loss: 0.0312021 | Time: 1950.61 ms [2021-10-23 18:25:44 main:574] : INFO : Epoch 1946 | loss: 0.0311978 | val_loss: 0.0311996 | Time: 1922.95 ms [2021-10-23 18:25:46 main:574] : INFO : Epoch 1947 | loss: 0.0311973 | val_loss: 0.0311996 | Time: 1946.28 ms [2021-10-23 18:25:48 main:574] : INFO : Epoch 1948 | loss: 0.0311971 | val_loss: 0.0311998 | Time: 1894.56 ms [2021-10-23 18:25:50 main:574] : INFO : Epoch 1949 | loss: 0.031197 | val_loss: 0.0312001 | Time: 1928.8 ms [2021-10-23 18:25:52 main:574] : INFO : Epoch 1950 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 1956.26 ms [2021-10-23 18:25:54 main:574] : INFO : Epoch 1951 | loss: 0.0312026 | val_loss: 0.0312006 | Time: 1890.81 ms [2021-10-23 18:25:56 main:574] : INFO : Epoch 1952 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 1886.27 ms [2021-10-23 18:25:58 main:574] : INFO : Epoch 1953 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 1889.7 ms [2021-10-23 18:26:00 main:574] : INFO : Epoch 1954 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 1948.91 ms [2021-10-23 18:26:02 main:574] : INFO : Epoch 1955 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 1891.11 ms [2021-10-23 18:26:04 main:574] : INFO : Epoch 1956 | loss: 0.0312013 | val_loss: 0.0312009 | Time: 1888.98 ms [2021-10-23 18:26:06 main:574] : INFO : Epoch 1957 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1901.06 ms [2021-10-23 18:26:08 main:574] : INFO : Epoch 1958 | loss: 0.0311978 | val_loss: 0.0312009 | Time: 1937.73 ms [2021-10-23 18:26:10 main:574] : INFO : Epoch 1959 | loss: 0.0311987 | val_loss: 0.0311998 | Time: 1921.03 ms [2021-10-23 18:26:12 main:574] : INFO : Epoch 1960 | loss: 0.0312004 | val_loss: 0.0312093 | Time: 1984.66 ms [2021-10-23 18:26:14 main:574] : INFO : Epoch 1961 | loss: 0.0311987 | val_loss: 0.0312001 | Time: 1940.72 ms [2021-10-23 18:26:16 main:574] : INFO : Epoch 1962 | loss: 0.0311971 | val_loss: 0.0312012 | Time: 1915.77 ms [2021-10-23 18:26:18 main:574] : INFO : Epoch 1963 | loss: 0.0311976 | val_loss: 0.0312005 | Time: 1885.2 ms [2021-10-23 18:26:20 main:574] : INFO : Epoch 1964 | loss: 0.0311984 | val_loss: 0.0311993 | Time: 1891.72 ms [2021-10-23 18:26:22 main:574] : INFO : Epoch 1965 | loss: 0.0311972 | val_loss: 0.0312006 | Time: 1993 ms [2021-10-23 18:26:24 main:574] : INFO : Epoch 1966 | loss: 0.0311987 | val_loss: 0.0312 | Time: 1892.42 ms [2021-10-23 18:26:26 main:574] : INFO : Epoch 1967 | loss: 0.0311977 | val_loss: 0.0311997 | Time: 1875.32 ms [2021-10-23 18:26:28 main:574] : INFO : Epoch 1968 | loss: 0.0311968 | val_loss: 0.0311994 | Time: 1915.64 ms [2021-10-23 18:26:30 main:574] : INFO : Epoch 1969 | loss: 0.0311982 | val_loss: 0.0311996 | Time: 1882.16 ms [2021-10-23 18:26:32 main:574] : INFO : Epoch 1970 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 1905.55 ms [2021-10-23 18:26:34 main:574] : INFO : Epoch 1971 | loss: 0.0311996 | val_loss: 0.0312093 | Time: 1879.69 ms [2021-10-23 18:26:36 main:574] : INFO : Epoch 1972 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 1878.14 ms [2021-10-23 18:26:38 main:574] : INFO : Epoch 1973 | loss: 0.0311984 | val_loss: 0.0312002 | Time: 1902.29 ms [2021-10-23 18:26:40 main:574] : INFO : Epoch 1974 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 1922.41 ms [2021-10-23 18:26:42 main:574] : INFO : Epoch 1975 | loss: 0.0311972 | val_loss: 0.0312002 | Time: 1937.36 ms [2021-10-23 18:26:44 main:574] : INFO : Epoch 1976 | loss: 0.031198 | val_loss: 0.0312022 | Time: 1912.09 ms [2021-10-23 18:26:46 main:574] : INFO : Epoch 1977 | loss: 0.0312008 | val_loss: 0.0312111 | Time: 1887.73 ms [2021-10-23 18:26:48 main:574] : INFO : Epoch 1978 | loss: 0.0312009 | val_loss: 0.0312049 | Time: 1889.5 ms [2021-10-23 18:26:50 main:574] : INFO : Epoch 1979 | loss: 0.0311986 | val_loss: 0.0312011 | Time: 1875.8 ms [2021-10-23 18:26:51 main:574] : INFO : Epoch 1980 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 1887.97 ms [2021-10-23 18:26:54 main:574] : INFO : Epoch 1981 | loss: 0.0311998 | val_loss: 0.0312052 | Time: 1898.89 ms [2021-10-23 18:26:55 main:574] : INFO : Epoch 1982 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 1862.39 ms [2021-10-23 18:26:57 main:574] : INFO : Epoch 1983 | loss: 0.0312003 | val_loss: 0.0312055 | Time: 1897.52 ms [2021-10-23 18:26:59 main:574] : INFO : Epoch 1984 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 1867.83 ms [2021-10-23 18:27:01 main:574] : INFO : Epoch 1985 | loss: 0.0311973 | val_loss: 0.0312012 | Time: 1879.46 ms [2021-10-23 18:27:03 main:574] : INFO : Epoch 1986 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 1895.03 ms [2021-10-23 18:27:05 main:574] : INFO : Epoch 1987 | loss: 0.0311994 | val_loss: 0.0311999 | Time: 1913.6 ms [2021-10-23 18:27:07 main:574] : INFO : Epoch 1988 | loss: 0.0311997 | val_loss: 0.0311998 | Time: 1909.7 ms [2021-10-23 18:27:09 main:574] : INFO : Epoch 1989 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 1932.85 ms [2021-10-23 18:27:11 main:574] : INFO : Epoch 1990 | loss: 0.0312002 | val_loss: 0.0312005 | Time: 1911.18 ms [2021-10-23 18:27:13 main:574] : INFO : Epoch 1991 | loss: 0.0311984 | val_loss: 0.0311997 | Time: 1895.35 ms [2021-10-23 18:27:15 main:574] : INFO : Epoch 1992 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 1877.01 ms [2021-10-23 18:27:17 main:574] : INFO : Epoch 1993 | loss: 0.0311979 | val_loss: 0.0312017 | Time: 1899.28 ms [2021-10-23 18:27:19 main:574] : INFO : Epoch 1994 | loss: 0.0311988 | val_loss: 0.0311998 | Time: 1913.98 ms [2021-10-23 18:27:21 main:574] : INFO : Epoch 1995 | loss: 0.0311988 | val_loss: 0.0312028 | Time: 1906.02 ms [2021-10-23 18:27:23 main:574] : INFO : Epoch 1996 | loss: 0.0311982 | val_loss: 0.031201 | Time: 1905.78 ms [2021-10-23 18:27:25 main:574] : INFO : Epoch 1997 | loss: 0.0311984 | val_loss: 0.0312013 | Time: 1933.27 ms [2021-10-23 18:27:27 main:574] : INFO : Epoch 1998 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 1983.8 ms [2021-10-23 18:27:29 main:574] : INFO : Epoch 1999 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 1916.9 ms [2021-10-23 18:27:31 main:574] : INFO : Epoch 2000 | loss: 0.0311977 | val_loss: 0.0312004 | Time: 1917.49 ms [2021-10-23 18:27:33 main:574] : INFO : Epoch 2001 | loss: 0.0311993 | val_loss: 0.0312039 | Time: 1955.09 ms [2021-10-23 18:27:35 main:574] : INFO : Epoch 2002 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1921.69 ms [2021-10-23 18:27:37 main:574] : INFO : Epoch 2003 | loss: 0.0311972 | val_loss: 0.0311996 | Time: 1940.53 ms [2021-10-23 18:27:39 main:574] : INFO : Epoch 2004 | loss: 0.0311988 | val_loss: 0.0311999 | Time: 1955.61 ms [2021-10-23 18:27:41 main:574] : INFO : Epoch 2005 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 1951.47 ms [2021-10-23 18:27:43 main:574] : INFO : Epoch 2006 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 1899.36 ms [2021-10-23 18:27:45 main:574] : INFO : Epoch 2007 | loss: 0.0312015 | val_loss: 0.0312005 | Time: 1889.04 ms [2021-10-23 18:27:47 main:574] : INFO : Epoch 2008 | loss: 0.0312033 | val_loss: 0.0312383 | Time: 1898.25 ms [2021-10-23 18:27:49 main:574] : INFO : Epoch 2009 | loss: 0.0340492 | val_loss: 0.0320275 | Time: 1879.07 ms [2021-10-23 18:27:51 main:574] : INFO : Epoch 2010 | loss: 0.0384231 | val_loss: 0.0327686 | Time: 1878.66 ms [2021-10-23 18:27:53 main:574] : INFO : Epoch 2011 | loss: 0.03196 | val_loss: 0.031509 | Time: 1876.95 ms [2021-10-23 18:27:55 main:574] : INFO : Epoch 2012 | loss: 0.0313477 | val_loss: 0.0312899 | Time: 1948.45 ms [2021-10-23 18:27:57 main:574] : INFO : Epoch 2013 | loss: 0.0312451 | val_loss: 0.0312298 | Time: 1892.99 ms [2021-10-23 18:27:59 main:574] : INFO : Epoch 2014 | loss: 0.031224 | val_loss: 0.031217 | Time: 1882.55 ms [2021-10-23 18:28:00 main:574] : INFO : Epoch 2015 | loss: 0.0312138 | val_loss: 0.0312106 | Time: 1897.45 ms [2021-10-23 18:28:03 main:574] : INFO : Epoch 2016 | loss: 0.0312094 | val_loss: 0.0312066 | Time: 1960.65 ms [2021-10-23 18:28:04 main:574] : INFO : Epoch 2017 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 1936.12 ms [2021-10-23 18:28:06 main:574] : INFO : Epoch 2018 | loss: 0.0312043 | val_loss: 0.0312023 | Time: 1923.34 ms [2021-10-23 18:28:08 main:574] : INFO : Epoch 2019 | loss: 0.031202 | val_loss: 0.0312001 | Time: 1909.04 ms [2021-10-23 18:28:10 main:574] : INFO : Epoch 2020 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 1975.42 ms [2021-10-23 18:28:12 main:574] : INFO : Epoch 2021 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 1960.5 ms [2021-10-23 18:28:14 main:574] : INFO : Epoch 2022 | loss: 0.0311997 | val_loss: 0.0311993 | Time: 1886.73 ms [2021-10-23 18:28:16 main:574] : INFO : Epoch 2023 | loss: 0.0311994 | val_loss: 0.0312001 | Time: 1901.48 ms [2021-10-23 18:28:18 main:574] : INFO : Epoch 2024 | loss: 0.0311997 | val_loss: 0.0311993 | Time: 1882.28 ms [2021-10-23 18:28:20 main:574] : INFO : Epoch 2025 | loss: 0.0311992 | val_loss: 0.031199 | Time: 1896.56 ms [2021-10-23 18:28:22 main:574] : INFO : Epoch 2026 | loss: 0.0311994 | val_loss: 0.031199 | Time: 1904.68 ms [2021-10-23 18:28:24 main:574] : INFO : Epoch 2027 | loss: 0.0311993 | val_loss: 0.031199 | Time: 1894.22 ms [2021-10-23 18:28:26 main:574] : INFO : Epoch 2028 | loss: 0.0311987 | val_loss: 0.0311989 | Time: 1922.94 ms [2021-10-23 18:28:28 main:574] : INFO : Epoch 2029 | loss: 0.0311987 | val_loss: 0.0311986 | Time: 1897.01 ms [2021-10-23 18:28:30 main:574] : INFO : Epoch 2030 | loss: 0.0311985 | val_loss: 0.0311987 | Time: 1919.53 ms [2021-10-23 18:28:32 main:574] : INFO : Epoch 2031 | loss: 0.0311985 | val_loss: 0.0311987 | Time: 1888.22 ms [2021-10-23 18:28:34 main:574] : INFO : Epoch 2032 | loss: 0.0311988 | val_loss: 0.0311999 | Time: 1877.08 ms [2021-10-23 18:28:36 main:574] : INFO : Epoch 2033 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1894.46 ms [2021-10-23 18:28:38 main:574] : INFO : Epoch 2034 | loss: 0.0311988 | val_loss: 0.0311985 | Time: 1886.84 ms [2021-10-23 18:28:40 main:574] : INFO : Epoch 2035 | loss: 0.031199 | val_loss: 0.0311987 | Time: 1906.84 ms [2021-10-23 18:28:42 main:574] : INFO : Epoch 2036 | loss: 0.0311988 | val_loss: 0.0311993 | Time: 1916.89 ms [2021-10-23 18:28:44 main:574] : INFO : Epoch 2037 | loss: 0.0311986 | val_loss: 0.0311987 | Time: 1896.99 ms [2021-10-23 18:28:46 main:574] : INFO : Epoch 2038 | loss: 0.031198 | val_loss: 0.0311987 | Time: 1876.6 ms [2021-10-23 18:28:48 main:574] : INFO : Epoch 2039 | loss: 0.0311984 | val_loss: 0.0311993 | Time: 1894.38 ms [2021-10-23 18:28:50 main:574] : INFO : Epoch 2040 | loss: 0.031198 | val_loss: 0.0311997 | Time: 1917.72 ms [2021-10-23 18:28:52 main:574] : INFO : Epoch 2041 | loss: 0.0311981 | val_loss: 0.0312001 | Time: 1903.47 ms [2021-10-23 18:28:54 main:574] : INFO : Epoch 2042 | loss: 0.0311985 | val_loss: 0.0311986 | Time: 1876.9 ms [2021-10-23 18:28:56 main:574] : INFO : Epoch 2043 | loss: 0.031198 | val_loss: 0.0311985 | Time: 1930.83 ms [2021-10-23 18:28:58 main:574] : INFO : Epoch 2044 | loss: 0.031198 | val_loss: 0.031199 | Time: 1893.66 ms [2021-10-23 18:28:59 main:574] : INFO : Epoch 2045 | loss: 0.0311981 | val_loss: 0.0311991 | Time: 1899.45 ms [2021-10-23 18:29:01 main:574] : INFO : Epoch 2046 | loss: 0.0311981 | val_loss: 0.0311984 | Time: 1905.81 ms [2021-10-23 18:29:03 main:574] : INFO : Epoch 2047 | loss: 0.0311977 | val_loss: 0.0311986 | Time: 1896.9 ms [2021-10-23 18:29:05 main:574] : INFO : Epoch 2048 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 1893.55 ms [2021-10-23 18:29:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311985 [2021-10-23 18:29:05 main:603] : INFO : Saving end state to config to file [2021-10-23 18:29:06 main:608] : INFO : Success, exiting.. 18:29:06 (6044): 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)