Task 11363343
| Name | ParityModified-1639955814-24608-3-0_0 |
| Workunit | 8606550 |
| Created | 5 Feb 2022, 8:38:37 UTC |
| Sent | 17 Feb 2022, 13:54:08 UTC |
| Report deadline | 25 Feb 2022, 13:54:08 UTC |
| Received | 17 Feb 2022, 15:19:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 17 min 55 sec |
| CPU time | 1 hours 16 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,540.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7 ms [2022-02-17 15:53:54 main:574] : INFO : Epoch 1542 | loss: 0.0312015 | val_loss: 0.031204 | Time: 1900.33 ms [2022-02-17 15:53:56 main:574] : INFO : Epoch 1543 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 1876.75 ms [2022-02-17 15:53:58 main:574] : INFO : Epoch 1544 | loss: 0.031196 | val_loss: 0.0311992 | Time: 1945.46 ms [2022-02-17 15:54:00 main:574] : INFO : Epoch 1545 | loss: 0.0311996 | val_loss: 0.0312005 | Time: 1945.2 ms [2022-02-17 15:54:02 main:574] : INFO : Epoch 1546 | loss: 0.0311999 | val_loss: 0.0312022 | Time: 1963.9 ms [2022-02-17 15:54:04 main:574] : INFO : Epoch 1547 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 1938.3 ms [2022-02-17 15:54:06 main:574] : INFO : Epoch 1548 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 1854.96 ms [2022-02-17 15:54:08 main:574] : INFO : Epoch 1549 | loss: 0.0311972 | val_loss: 0.0311991 | Time: 2076.81 ms [2022-02-17 15:54:10 main:574] : INFO : Epoch 1550 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 1981.79 ms [2022-02-17 15:54:12 main:574] : INFO : Epoch 1551 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 1974.48 ms [2022-02-17 15:54:14 main:574] : INFO : Epoch 1552 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2056.8 ms [2022-02-17 15:54:16 main:574] : INFO : Epoch 1553 | loss: 0.0311959 | val_loss: 0.031199 | Time: 1881.3 ms [2022-02-17 15:54:18 main:574] : INFO : Epoch 1554 | loss: 0.0311969 | val_loss: 0.0312005 | Time: 1865.16 ms [2022-02-17 15:54:20 main:574] : INFO : Epoch 1555 | loss: 0.0311961 | val_loss: 0.0312007 | Time: 2001.28 ms [2022-02-17 15:54:22 main:574] : INFO : Epoch 1556 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 1996.06 ms [2022-02-17 15:54:24 main:574] : INFO : Epoch 1557 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 1953.26 ms [2022-02-17 15:54:25 main:574] : INFO : Epoch 1558 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 1948.26 ms [2022-02-17 15:54:28 main:574] : INFO : Epoch 1559 | loss: 0.0311968 | val_loss: 0.0311994 | Time: 2056.27 ms [2022-02-17 15:54:30 main:574] : INFO : Epoch 1560 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 1966.38 ms [2022-02-17 15:54:32 main:574] : INFO : Epoch 1561 | loss: 0.0311959 | val_loss: 0.0311991 | Time: 1984.92 ms [2022-02-17 15:54:34 main:574] : INFO : Epoch 1562 | loss: 0.0311961 | val_loss: 0.0311998 | Time: 2042.17 ms [2022-02-17 15:54:36 main:574] : INFO : Epoch 1563 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 1937.96 ms [2022-02-17 15:54:37 main:574] : INFO : Epoch 1564 | loss: 0.0311966 | val_loss: 0.0312005 | Time: 1874.28 ms [2022-02-17 15:54:39 main:574] : INFO : Epoch 1565 | loss: 0.0311962 | val_loss: 0.0312001 | Time: 1931.99 ms [2022-02-17 15:54:41 main:574] : INFO : Epoch 1566 | loss: 0.0311964 | val_loss: 0.0311987 | Time: 1979.47 ms [2022-02-17 15:54:43 main:574] : INFO : Epoch 1567 | loss: 0.0311967 | val_loss: 0.0312009 | Time: 2008.51 ms [2022-02-17 15:54:45 main:574] : INFO : Epoch 1568 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1953.86 ms [2022-02-17 15:54:47 main:574] : INFO : Epoch 1569 | loss: 0.0311964 | val_loss: 0.0311994 | Time: 1984.14 ms [2022-02-17 15:54:49 main:574] : INFO : Epoch 1570 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 1976.82 ms [2022-02-17 15:54:51 main:574] : INFO : Epoch 1571 | loss: 0.0311969 | val_loss: 0.0312019 | Time: 2027.13 ms [2022-02-17 15:54:53 main:574] : INFO : Epoch 1572 | loss: 0.031198 | val_loss: 0.0312013 | Time: 2111.07 ms [2022-02-17 15:54:56 main:574] : INFO : Epoch 1573 | loss: 0.0311966 | val_loss: 0.0311998 | Time: 2037.57 ms [2022-02-17 15:54:58 main:574] : INFO : Epoch 1574 | loss: 0.0311967 | val_loss: 0.0311999 | Time: 1992.17 ms [2022-02-17 15:55:00 main:574] : INFO : Epoch 1575 | loss: 0.0311964 | val_loss: 0.0311996 | Time: 1998.56 ms [2022-02-17 15:55:02 main:574] : INFO : Epoch 1576 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 2016.35 ms [2022-02-17 15:55:04 main:574] : INFO : Epoch 1577 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 1967.99 ms [2022-02-17 15:55:06 main:574] : INFO : Epoch 1578 | loss: 0.0311965 | val_loss: 0.0312052 | Time: 2049.99 ms [2022-02-17 15:55:08 main:574] : INFO : Epoch 1579 | loss: 0.0311993 | val_loss: 0.0312009 | Time: 1969.74 ms [2022-02-17 15:55:10 main:574] : INFO : Epoch 1580 | loss: 0.0311971 | val_loss: 0.0311994 | Time: 1901.99 ms [2022-02-17 15:55:11 main:574] : INFO : Epoch 1581 | loss: 0.0312006 | val_loss: 0.031202 | Time: 1907.07 ms [2022-02-17 15:55:14 main:574] : INFO : Epoch 1582 | loss: 0.031197 | val_loss: 0.0312003 | Time: 2091.44 ms [2022-02-17 15:55:16 main:574] : INFO : Epoch 1583 | loss: 0.0311973 | val_loss: 0.0311987 | Time: 1945.89 ms [2022-02-17 15:55:18 main:574] : INFO : Epoch 1584 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 1971.54 ms [2022-02-17 15:55:19 main:574] : INFO : Epoch 1585 | loss: 0.0311982 | val_loss: 0.031199 | Time: 1974.99 ms [2022-02-17 15:55:21 main:574] : INFO : Epoch 1586 | loss: 0.0311969 | val_loss: 0.0312024 | Time: 1994.08 ms [2022-02-17 15:55:23 main:574] : INFO : Epoch 1587 | loss: 0.0311966 | val_loss: 0.0312004 | Time: 1895.86 ms [2022-02-17 15:55:25 main:574] : INFO : Epoch 1588 | loss: 0.0311981 | val_loss: 0.0312027 | Time: 1983.34 ms [2022-02-17 15:55:27 main:574] : INFO : Epoch 1589 | loss: 0.0311977 | val_loss: 0.031202 | Time: 1972.44 ms [2022-02-17 15:55:29 main:574] : INFO : Epoch 1590 | loss: 0.0311971 | val_loss: 0.0311987 | Time: 1994.66 ms [2022-02-17 15:55:31 main:574] : INFO : Epoch 1591 | loss: 0.0311961 | val_loss: 0.0311994 | Time: 1981.13 ms [2022-02-17 15:55:33 main:574] : INFO : Epoch 1592 | loss: 0.0311964 | val_loss: 0.0311996 | Time: 1983.64 ms [2022-02-17 15:55:35 main:574] : INFO : Epoch 1593 | loss: 0.031196 | val_loss: 0.0311989 | Time: 1946.34 ms [2022-02-17 15:55:37 main:574] : INFO : Epoch 1594 | loss: 0.0311962 | val_loss: 0.031199 | Time: 2053.04 ms [2022-02-17 15:55:39 main:574] : INFO : Epoch 1595 | loss: 0.0311966 | val_loss: 0.0311994 | Time: 2037.53 ms [2022-02-17 15:55:42 main:574] : INFO : Epoch 1596 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 2066.73 ms [2022-02-17 15:55:43 main:574] : INFO : Epoch 1597 | loss: 0.0311966 | val_loss: 0.031199 | Time: 1882.62 ms [2022-02-17 15:55:45 main:574] : INFO : Epoch 1598 | loss: 0.0311967 | val_loss: 0.0312011 | Time: 1976.67 ms [2022-02-17 15:55:47 main:574] : INFO : Epoch 1599 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 1934.34 ms [2022-02-17 15:55:49 main:574] : INFO : Epoch 1600 | loss: 0.0311963 | val_loss: 0.031199 | Time: 2032.52 ms [2022-02-17 15:55:51 main:574] : INFO : Epoch 1601 | loss: 0.0311963 | val_loss: 0.0311986 | Time: 1999 ms [2022-02-17 15:55:53 main:574] : INFO : Epoch 1602 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 1890.7 ms [2022-02-17 15:55:55 main:574] : INFO : Epoch 1603 | loss: 0.0311962 | val_loss: 0.031199 | Time: 2020.97 ms [2022-02-17 15:55:57 main:574] : INFO : Epoch 1604 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 1966.35 ms [2022-02-17 15:56:00 main:574] : INFO : Epoch 1605 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 2425.79 ms [2022-02-17 15:56:02 main:574] : INFO : Epoch 1606 | loss: 0.0311966 | val_loss: 0.0311982 | Time: 2152.09 ms [2022-02-17 15:56:05 main:574] : INFO : Epoch 1607 | loss: 0.0311959 | val_loss: 0.031199 | Time: 2866.43 ms [2022-02-17 15:56:08 main:574] : INFO : Epoch 1608 | loss: 0.031196 | val_loss: 0.0312006 | Time: 2934.22 ms [2022-02-17 15:56:10 main:574] : INFO : Epoch 1609 | loss: 0.0311966 | val_loss: 0.0312002 | Time: 2309.33 ms [2022-02-17 15:56:12 main:574] : INFO : Epoch 1610 | loss: 0.031197 | val_loss: 0.0311991 | Time: 2127 ms [2022-02-17 15:56:15 main:574] : INFO : Epoch 1611 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 2505.17 ms [2022-02-17 15:56:17 main:574] : INFO : Epoch 1612 | loss: 0.0311958 | val_loss: 0.0312009 | Time: 2331.95 ms [2022-02-17 15:56:19 main:574] : INFO : Epoch 1613 | loss: 0.0311961 | val_loss: 0.0311999 | Time: 2204 ms [2022-02-17 15:56:22 main:574] : INFO : Epoch 1614 | loss: 0.0311959 | val_loss: 0.0312 | Time: 2471.11 ms [2022-02-17 15:56:24 main:574] : INFO : Epoch 1615 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 2384.08 ms [2022-02-17 15:56:27 main:574] : INFO : Epoch 1616 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 2374.46 ms [2022-02-17 15:56:29 main:574] : INFO : Epoch 1617 | loss: 0.0311964 | val_loss: 0.0312015 | Time: 2138.29 ms [2022-02-17 15:56:31 main:574] : INFO : Epoch 1618 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 2416.61 ms [2022-02-17 15:56:33 main:574] : INFO : Epoch 1619 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 2330.81 ms [2022-02-17 15:56:36 main:574] : INFO : Epoch 1620 | loss: 0.0311978 | val_loss: 0.0312041 | Time: 2660.49 ms [2022-02-17 15:56:38 main:574] : INFO : Epoch 1621 | loss: 0.0311984 | val_loss: 0.031199 | Time: 2031.39 ms [2022-02-17 15:56:40 main:574] : INFO : Epoch 1622 | loss: 0.0311963 | val_loss: 0.0311998 | Time: 1995.31 ms [2022-02-17 15:56:42 main:574] : INFO : Epoch 1623 | loss: 0.0311965 | val_loss: 0.031199 | Time: 1916.02 ms [2022-02-17 15:56:44 main:574] : INFO : Epoch 1624 | loss: 0.031196 | val_loss: 0.0311987 | Time: 2006.55 ms [2022-02-17 15:56:46 main:574] : INFO : Epoch 1625 | loss: 0.0311965 | val_loss: 0.0311992 | Time: 1916.33 ms [2022-02-17 15:56:48 main:574] : INFO : Epoch 1626 | loss: 0.0311964 | val_loss: 0.0311984 | Time: 1903.22 ms [2022-02-17 15:56:50 main:574] : INFO : Epoch 1627 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 1947.32 ms [2022-02-17 15:56:52 main:574] : INFO : Epoch 1628 | loss: 0.0311961 | val_loss: 0.0312 | Time: 1911.94 ms [2022-02-17 15:56:54 main:574] : INFO : Epoch 1629 | loss: 0.0311966 | val_loss: 0.0311983 | Time: 1936.9 ms [2022-02-17 15:56:56 main:574] : INFO : Epoch 1630 | loss: 0.031196 | val_loss: 0.0312023 | Time: 1913.56 ms [2022-02-17 15:56:58 main:574] : INFO : Epoch 1631 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 1993.11 ms [2022-02-17 15:57:00 main:574] : INFO : Epoch 1632 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 2081.48 ms [2022-02-17 15:57:02 main:574] : INFO : Epoch 1633 | loss: 0.0311964 | val_loss: 0.031199 | Time: 2006.73 ms [2022-02-17 15:57:04 main:574] : INFO : Epoch 1634 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 2077.18 ms [2022-02-17 15:57:06 main:574] : INFO : Epoch 1635 | loss: 0.0311962 | val_loss: 0.031199 | Time: 2003.55 ms [2022-02-17 15:57:08 main:574] : INFO : Epoch 1636 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 1969.88 ms [2022-02-17 15:57:10 main:574] : INFO : Epoch 1637 | loss: 0.031196 | val_loss: 0.0311985 | Time: 1955.77 ms [2022-02-17 15:57:12 main:574] : INFO : Epoch 1638 | loss: 0.031196 | val_loss: 0.0311983 | Time: 2121.92 ms [2022-02-17 15:57:14 main:574] : INFO : Epoch 1639 | loss: 0.0311962 | val_loss: 0.0312012 | Time: 1942.52 ms [2022-02-17 15:57:16 main:574] : INFO : Epoch 1640 | loss: 0.0311967 | val_loss: 0.0311984 | Time: 1838.79 ms [2022-02-17 15:57:18 main:574] : INFO : Epoch 1641 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 1951.43 ms [2022-02-17 15:57:20 main:574] : INFO : Epoch 1642 | loss: 0.0311961 | val_loss: 0.0311988 | Time: 2059.46 ms [2022-02-17 15:57:22 main:574] : INFO : Epoch 1643 | loss: 0.031196 | val_loss: 0.0312006 | Time: 1957.96 ms [2022-02-17 15:57:24 main:574] : INFO : Epoch 1644 | loss: 0.0311975 | val_loss: 0.031202 | Time: 2007.8 ms [2022-02-17 15:57:26 main:574] : INFO : Epoch 1645 | loss: 0.0311972 | val_loss: 0.0311993 | Time: 1946.24 ms [2022-02-17 15:57:28 main:574] : INFO : Epoch 1646 | loss: 0.0311979 | val_loss: 0.0311993 | Time: 1859.3 ms [2022-02-17 15:57:30 main:574] : INFO : Epoch 1647 | loss: 0.0311975 | val_loss: 0.0311995 | Time: 2145.59 ms [2022-02-17 15:57:32 main:574] : INFO : Epoch 1648 | loss: 0.0311968 | val_loss: 0.0311997 | Time: 2052.7 ms [2022-02-17 15:57:34 main:574] : INFO : Epoch 1649 | loss: 0.0311962 | val_loss: 0.0311994 | Time: 2092.78 ms [2022-02-17 15:57:36 main:574] : INFO : Epoch 1650 | loss: 0.0311973 | val_loss: 0.0311994 | Time: 2087.72 ms [2022-02-17 15:57:38 main:574] : INFO : Epoch 1651 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 2097.77 ms [2022-02-17 15:57:40 main:574] : INFO : Epoch 1652 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 1944.92 ms [2022-02-17 15:57:42 main:574] : INFO : Epoch 1653 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 2068.68 ms [2022-02-17 15:57:44 main:574] : INFO : Epoch 1654 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 2107.46 ms [2022-02-17 15:57:47 main:574] : INFO : Epoch 1655 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 2094.84 ms [2022-02-17 15:57:49 main:574] : INFO : Epoch 1656 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 1992.81 ms [2022-02-17 15:57:51 main:574] : INFO : Epoch 1657 | loss: 0.0311963 | val_loss: 0.0311985 | Time: 2022.11 ms [2022-02-17 15:57:53 main:574] : INFO : Epoch 1658 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 2087.35 ms [2022-02-17 15:57:55 main:574] : INFO : Epoch 1659 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 2059.39 ms [2022-02-17 15:57:57 main:574] : INFO : Epoch 1660 | loss: 0.031202 | val_loss: 0.0312026 | Time: 2025.3 ms [2022-02-17 15:57:59 main:574] : INFO : Epoch 1661 | loss: 0.0311985 | val_loss: 0.0312009 | Time: 2077.16 ms [2022-02-17 15:58:01 main:574] : INFO : Epoch 1662 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2061.02 ms [2022-02-17 15:58:03 main:574] : INFO : Epoch 1663 | loss: 0.0311979 | val_loss: 0.031199 | Time: 2110.27 ms [2022-02-17 15:58:05 main:574] : INFO : Epoch 1664 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 2119.83 ms [2022-02-17 15:58:07 main:574] : INFO : Epoch 1665 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 2056.28 ms [2022-02-17 15:58:09 main:574] : INFO : Epoch 1666 | loss: 0.031196 | val_loss: 0.0311988 | Time: 2006.22 ms [2022-02-17 15:58:11 main:574] : INFO : Epoch 1667 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 2032.28 ms [2022-02-17 15:58:13 main:574] : INFO : Epoch 1668 | loss: 0.0311968 | val_loss: 0.0311999 | Time: 1995.76 ms [2022-02-17 15:58:15 main:574] : INFO : Epoch 1669 | loss: 0.0311958 | val_loss: 0.0311993 | Time: 2029.05 ms [2022-02-17 15:58:17 main:574] : INFO : Epoch 1670 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 1969.59 ms [2022-02-17 15:58:19 main:574] : INFO : Epoch 1671 | loss: 0.031196 | val_loss: 0.0312038 | Time: 1968.38 ms [2022-02-17 15:58:21 main:574] : INFO : Epoch 1672 | loss: 0.0311977 | val_loss: 0.0311983 | Time: 1850.28 ms [2022-02-17 15:58:23 main:574] : INFO : Epoch 1673 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 1949.57 ms [2022-02-17 15:58:25 main:574] : INFO : Epoch 1674 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 2104.84 ms [2022-02-17 15:58:28 main:574] : INFO : Epoch 1675 | loss: 0.0311972 | val_loss: 0.0311984 | Time: 2234.5 ms [2022-02-17 15:58:30 main:574] : INFO : Epoch 1676 | loss: 0.0311977 | val_loss: 0.0311993 | Time: 2342.12 ms [2022-02-17 15:58:32 main:574] : INFO : Epoch 1677 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 2233.44 ms [2022-02-17 15:58:34 main:574] : INFO : Epoch 1678 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 2311.77 ms [2022-02-17 15:58:37 main:574] : INFO : Epoch 1679 | loss: 0.031196 | val_loss: 0.0311981 | Time: 2337.51 ms [2022-02-17 15:58:39 main:574] : INFO : Epoch 1680 | loss: 0.0311966 | val_loss: 0.0311996 | Time: 2288.14 ms [2022-02-17 15:58:42 main:574] : INFO : Epoch 1681 | loss: 0.0311958 | val_loss: 0.0312006 | Time: 2433.5 ms [2022-02-17 15:58:44 main:574] : INFO : Epoch 1682 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 2344.76 ms [2022-02-17 15:58:46 main:574] : INFO : Epoch 1683 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 2220.2 ms [2022-02-17 15:58:48 main:574] : INFO : Epoch 1684 | loss: 0.0311965 | val_loss: 0.0311985 | Time: 2324.98 ms [2022-02-17 15:58:51 main:574] : INFO : Epoch 1685 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 2339.13 ms [2022-02-17 15:58:53 main:574] : INFO : Epoch 1686 | loss: 0.0311966 | val_loss: 0.0311984 | Time: 2220.23 ms [2022-02-17 15:58:55 main:574] : INFO : Epoch 1687 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 2350.42 ms [2022-02-17 15:58:58 main:574] : INFO : Epoch 1688 | loss: 0.0311998 | val_loss: 0.0312005 | Time: 2251.02 ms [2022-02-17 15:59:00 main:574] : INFO : Epoch 1689 | loss: 0.0311983 | val_loss: 0.0312012 | Time: 2271.05 ms [2022-02-17 15:59:02 main:574] : INFO : Epoch 1690 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 2290.69 ms [2022-02-17 15:59:05 main:574] : INFO : Epoch 1691 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2329.89 ms [2022-02-17 15:59:07 main:574] : INFO : Epoch 1692 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 2311.2 ms [2022-02-17 15:59:09 main:574] : INFO : Epoch 1693 | loss: 0.0311963 | val_loss: 0.0311991 | Time: 2401.59 ms [2022-02-17 15:59:12 main:574] : INFO : Epoch 1694 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 2251.8 ms [2022-02-17 15:59:14 main:574] : INFO : Epoch 1695 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 2348.9 ms [2022-02-17 15:59:16 main:574] : INFO : Epoch 1696 | loss: 0.0311976 | val_loss: 0.0311984 | Time: 2298 ms [2022-02-17 15:59:19 main:574] : INFO : Epoch 1697 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 2200.15 ms [2022-02-17 15:59:21 main:574] : INFO : Epoch 1698 | loss: 0.0311958 | val_loss: 0.0311991 | Time: 2235.21 ms [2022-02-17 15:59:23 main:574] : INFO : Epoch 1699 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 2297.84 ms [2022-02-17 15:59:25 main:574] : INFO : Epoch 1700 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 2295.65 ms [2022-02-17 15:59:28 main:574] : INFO : Epoch 1701 | loss: 0.0311976 | val_loss: 0.0312001 | Time: 2237.32 ms [2022-02-17 15:59:30 main:574] : INFO : Epoch 1702 | loss: 0.0311978 | val_loss: 0.0311996 | Time: 2320.14 ms [2022-02-17 15:59:32 main:574] : INFO : Epoch 1703 | loss: 0.031196 | val_loss: 0.0311989 | Time: 2213.66 ms [2022-02-17 15:59:35 main:574] : INFO : Epoch 1704 | loss: 0.031196 | val_loss: 0.0311996 | Time: 2330.94 ms [2022-02-17 15:59:37 main:574] : INFO : Epoch 1705 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 2298.07 ms [2022-02-17 15:59:39 main:574] : INFO : Epoch 1706 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 2365.23 ms [2022-02-17 15:59:42 main:574] : INFO : Epoch 1707 | loss: 0.031196 | val_loss: 0.0311985 | Time: 2358.26 ms [2022-02-17 15:59:44 main:574] : INFO : Epoch 1708 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 2246.97 ms [2022-02-17 15:59:46 main:574] : INFO : Epoch 1709 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 2240.67 ms [2022-02-17 15:59:49 main:574] : INFO : Epoch 1710 | loss: 0.0311963 | val_loss: 0.031199 | Time: 2400.11 ms [2022-02-17 15:59:51 main:574] : INFO : Epoch 1711 | loss: 0.0311971 | val_loss: 0.0311997 | Time: 2179.77 ms [2022-02-17 15:59:53 main:574] : INFO : Epoch 1712 | loss: 0.0311966 | val_loss: 0.0311998 | Time: 2282.45 ms [2022-02-17 15:59:55 main:574] : INFO : Epoch 1713 | loss: 0.0311965 | val_loss: 0.0312004 | Time: 2359.67 ms [2022-02-17 15:59:58 main:574] : INFO : Epoch 1714 | loss: 0.0311982 | val_loss: 0.0311998 | Time: 2306.15 ms [2022-02-17 16:00:00 main:574] : INFO : Epoch 1715 | loss: 0.0311989 | val_loss: 0.0311998 | Time: 2331.68 ms [2022-02-17 16:00:02 main:574] : INFO : Epoch 1716 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 2430.36 ms [2022-02-17 16:00:05 main:574] : INFO : Epoch 1717 | loss: 0.031199 | val_loss: 0.0311989 | Time: 2327.79 ms [2022-02-17 16:00:07 main:574] : INFO : Epoch 1718 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 2283.75 ms [2022-02-17 16:00:09 main:574] : INFO : Epoch 1719 | loss: 0.0311975 | val_loss: 0.031202 | Time: 2297.05 ms [2022-02-17 16:00:12 main:574] : INFO : Epoch 1720 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2209 ms [2022-02-17 16:00:14 main:574] : INFO : Epoch 1721 | loss: 0.0311965 | val_loss: 0.031201 | Time: 2275.26 ms [2022-02-17 16:00:16 main:574] : INFO : Epoch 1722 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 2288.45 ms [2022-02-17 16:00:19 main:574] : INFO : Epoch 1723 | loss: 0.0311967 | val_loss: 0.0311984 | Time: 2403.92 ms [2022-02-17 16:00:21 main:574] : INFO : Epoch 1724 | loss: 0.0311963 | val_loss: 0.0311999 | Time: 2213.37 ms [2022-02-17 16:00:23 main:574] : INFO : Epoch 1725 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 2212.52 ms [2022-02-17 16:00:25 main:574] : INFO : Epoch 1726 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 2272.2 ms [2022-02-17 16:00:28 main:574] : INFO : Epoch 1727 | loss: 0.031198 | val_loss: 0.0311998 | Time: 2281.86 ms [2022-02-17 16:00:30 main:574] : INFO : Epoch 1728 | loss: 0.0311978 | val_loss: 0.0312024 | Time: 2352.66 ms [2022-02-17 16:00:32 main:574] : INFO : Epoch 1729 | loss: 0.0311984 | val_loss: 0.0312005 | Time: 2221.46 ms [2022-02-17 16:00:35 main:574] : INFO : Epoch 1730 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 2252.47 ms [2022-02-17 16:00:37 main:574] : INFO : Epoch 1731 | loss: 0.0311978 | val_loss: 0.0312 | Time: 2278.5 ms [2022-02-17 16:00:39 main:574] : INFO : Epoch 1732 | loss: 0.0311965 | val_loss: 0.031199 | Time: 2275.36 ms [2022-02-17 16:00:41 main:574] : INFO : Epoch 1733 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 2376.96 ms [2022-02-17 16:00:44 main:574] : INFO : Epoch 1734 | loss: 0.0311964 | val_loss: 0.031199 | Time: 2227.83 ms [2022-02-17 16:00:46 main:574] : INFO : Epoch 1735 | loss: 0.0311961 | val_loss: 0.031201 | Time: 2331.17 ms [2022-02-17 16:00:48 main:574] : INFO : Epoch 1736 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2289.26 ms [2022-02-17 16:00:51 main:574] : INFO : Epoch 1737 | loss: 0.0311961 | val_loss: 0.0312004 | Time: 2259.43 ms [2022-02-17 16:00:53 main:574] : INFO : Epoch 1738 | loss: 0.0311964 | val_loss: 0.0311997 | Time: 2377.52 ms [2022-02-17 16:00:55 main:574] : INFO : Epoch 1739 | loss: 0.0311958 | val_loss: 0.031199 | Time: 2283.81 ms [2022-02-17 16:00:58 main:574] : INFO : Epoch 1740 | loss: 0.0311957 | val_loss: 0.0312019 | Time: 2356.83 ms [2022-02-17 16:01:00 main:574] : INFO : Epoch 1741 | loss: 0.0311961 | val_loss: 0.0311988 | Time: 2275.78 ms [2022-02-17 16:01:02 main:574] : INFO : Epoch 1742 | loss: 0.031196 | val_loss: 0.0311998 | Time: 2259.75 ms [2022-02-17 16:01:05 main:574] : INFO : Epoch 1743 | loss: 0.0311958 | val_loss: 0.0311985 | Time: 2311.8 ms [2022-02-17 16:01:07 main:574] : INFO : Epoch 1744 | loss: 0.0311969 | val_loss: 0.031203 | Time: 2270.98 ms [2022-02-17 16:01:09 main:574] : INFO : Epoch 1745 | loss: 0.0311987 | val_loss: 0.0311999 | Time: 2275.74 ms [2022-02-17 16:01:11 main:574] : INFO : Epoch 1746 | loss: 0.0311995 | val_loss: 0.0312003 | Time: 2304.6 ms [2022-02-17 16:01:14 main:574] : INFO : Epoch 1747 | loss: 0.0311971 | val_loss: 0.031201 | Time: 2237.31 ms [2022-02-17 16:01:16 main:574] : INFO : Epoch 1748 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 2347.15 ms [2022-02-17 16:01:18 main:574] : INFO : Epoch 1749 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 2290.84 ms [2022-02-17 16:01:21 main:574] : INFO : Epoch 1750 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 2315.13 ms [2022-02-17 16:01:23 main:574] : INFO : Epoch 1751 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2272.43 ms [2022-02-17 16:01:25 main:574] : INFO : Epoch 1752 | loss: 0.0311961 | val_loss: 0.0311998 | Time: 2239.9 ms [2022-02-17 16:01:28 main:574] : INFO : Epoch 1753 | loss: 0.0311967 | val_loss: 0.0312055 | Time: 2288.87 ms [2022-02-17 16:01:30 main:574] : INFO : Epoch 1754 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2328.62 ms [2022-02-17 16:01:32 main:574] : INFO : Epoch 1755 | loss: 0.031196 | val_loss: 0.0312002 | Time: 2315.31 ms [2022-02-17 16:01:35 main:574] : INFO : Epoch 1756 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 2336.27 ms [2022-02-17 16:01:37 main:574] : INFO : Epoch 1757 | loss: 0.0311969 | val_loss: 0.0312012 | Time: 2213.28 ms [2022-02-17 16:01:39 main:574] : INFO : Epoch 1758 | loss: 0.031197 | val_loss: 0.0311994 | Time: 2236.35 ms [2022-02-17 16:01:41 main:574] : INFO : Epoch 1759 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 2364.26 ms [2022-02-17 16:01:44 main:574] : INFO : Epoch 1760 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 2216.82 ms [2022-02-17 16:01:46 main:574] : INFO : Epoch 1761 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 2236.59 ms [2022-02-17 16:01:48 main:574] : INFO : Epoch 1762 | loss: 0.0311967 | val_loss: 0.0311986 | Time: 2253.83 ms [2022-02-17 16:01:50 main:574] : INFO : Epoch 1763 | loss: 0.031196 | val_loss: 0.0311986 | Time: 2307.23 ms [2022-02-17 16:01:53 main:574] : INFO : Epoch 1764 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2297.82 ms [2022-02-17 16:01:55 main:574] : INFO : Epoch 1765 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 2259.9 ms [2022-02-17 16:01:57 main:574] : INFO : Epoch 1766 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 2265.18 ms [2022-02-17 16:02:00 main:574] : INFO : Epoch 1767 | loss: 0.0311967 | val_loss: 0.0311993 | Time: 2334.77 ms [2022-02-17 16:02:02 main:574] : INFO : Epoch 1768 | loss: 0.0311961 | val_loss: 0.0312002 | Time: 2257.54 ms [2022-02-17 16:02:04 main:574] : INFO : Epoch 1769 | loss: 0.0311965 | val_loss: 0.0311994 | Time: 2273.68 ms [2022-02-17 16:02:07 main:574] : INFO : Epoch 1770 | loss: 0.0311962 | val_loss: 0.0311995 | Time: 2343.15 ms [2022-02-17 16:02:09 main:574] : INFO : Epoch 1771 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 2292.69 ms [2022-02-17 16:02:11 main:574] : INFO : Epoch 1772 | loss: 0.0311971 | val_loss: 0.0311987 | Time: 2312.97 ms [2022-02-17 16:02:14 main:574] : INFO : Epoch 1773 | loss: 0.0311962 | val_loss: 0.0311993 | Time: 2350.82 ms [2022-02-17 16:02:16 main:574] : INFO : Epoch 1774 | loss: 0.031196 | val_loss: 0.0311994 | Time: 2304.03 ms [2022-02-17 16:02:18 main:574] : INFO : Epoch 1775 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 2330.92 ms [2022-02-17 16:02:21 main:574] : INFO : Epoch 1776 | loss: 0.0311959 | val_loss: 0.031199 | Time: 2348.22 ms [2022-02-17 16:02:23 main:574] : INFO : Epoch 1777 | loss: 0.0311966 | val_loss: 0.0311986 | Time: 2320.57 ms [2022-02-17 16:02:25 main:574] : INFO : Epoch 1778 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 2219.42 ms [2022-02-17 16:02:27 main:574] : INFO : Epoch 1779 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 2309.2 ms [2022-02-17 16:02:30 main:574] : INFO : Epoch 1780 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 2296.3 ms [2022-02-17 16:02:32 main:574] : INFO : Epoch 1781 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2301.25 ms [2022-02-17 16:02:34 main:574] : INFO : Epoch 1782 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2209.24 ms [2022-02-17 16:02:37 main:574] : INFO : Epoch 1783 | loss: 0.031196 | val_loss: 0.0311997 | Time: 2335.24 ms [2022-02-17 16:02:39 main:574] : INFO : Epoch 1784 | loss: 0.031196 | val_loss: 0.0311985 | Time: 2293.2 ms [2022-02-17 16:02:41 main:574] : INFO : Epoch 1785 | loss: 0.0311964 | val_loss: 0.0311991 | Time: 2204.1 ms [2022-02-17 16:02:44 main:574] : INFO : Epoch 1786 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 2325.9 ms [2022-02-17 16:02:46 main:574] : INFO : Epoch 1787 | loss: 0.0311964 | val_loss: 0.0311984 | Time: 2280.27 ms [2022-02-17 16:02:48 main:574] : INFO : Epoch 1788 | loss: 0.0311963 | val_loss: 0.0311996 | Time: 2288.87 ms [2022-02-17 16:02:50 main:574] : INFO : Epoch 1789 | loss: 0.0311965 | val_loss: 0.0311983 | Time: 2290.96 ms [2022-02-17 16:02:53 main:574] : INFO : Epoch 1790 | loss: 0.0311966 | val_loss: 0.0312011 | Time: 2402.35 ms [2022-02-17 16:02:55 main:574] : INFO : Epoch 1791 | loss: 0.031196 | val_loss: 0.0311985 | Time: 2335.27 ms [2022-02-17 16:02:58 main:574] : INFO : Epoch 1792 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 2308.3 ms [2022-02-17 16:03:00 main:574] : INFO : Epoch 1793 | loss: 0.031197 | val_loss: 0.0311992 | Time: 2380.24 ms [2022-02-17 16:03:02 main:574] : INFO : Epoch 1794 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2335.45 ms [2022-02-17 16:03:05 main:574] : INFO : Epoch 1795 | loss: 0.031196 | val_loss: 0.0312012 | Time: 2333.89 ms [2022-02-17 16:03:07 main:574] : INFO : Epoch 1796 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 2331.01 ms [2022-02-17 16:03:09 main:574] : INFO : Epoch 1797 | loss: 0.0311979 | val_loss: 0.0312016 | Time: 2234.05 ms [2022-02-17 16:03:12 main:574] : INFO : Epoch 1798 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 2357.82 ms [2022-02-17 16:03:14 main:574] : INFO : Epoch 1799 | loss: 0.0311966 | val_loss: 0.0312016 | Time: 2171.2 ms [2022-02-17 16:03:16 main:574] : INFO : Epoch 1800 | loss: 0.0311985 | val_loss: 0.0311985 | Time: 2291 ms [2022-02-17 16:03:18 main:574] : INFO : Epoch 1801 | loss: 0.0312045 | val_loss: 0.0312115 | Time: 2222.64 ms [2022-02-17 16:03:21 main:574] : INFO : Epoch 1802 | loss: 0.0312011 | val_loss: 0.0312004 | Time: 2360.09 ms [2022-02-17 16:03:23 main:574] : INFO : Epoch 1803 | loss: 0.0311977 | val_loss: 0.0311991 | Time: 2316.74 ms [2022-02-17 16:03:25 main:574] : INFO : Epoch 1804 | loss: 0.0311968 | val_loss: 0.0311987 | Time: 2298.71 ms [2022-02-17 16:03:28 main:574] : INFO : Epoch 1805 | loss: 0.0311964 | val_loss: 0.0312009 | Time: 2331.01 ms [2022-02-17 16:03:30 main:574] : INFO : Epoch 1806 | loss: 0.0311974 | val_loss: 0.0311989 | Time: 2258.53 ms [2022-02-17 16:03:32 main:574] : INFO : Epoch 1807 | loss: 0.0311968 | val_loss: 0.0312004 | Time: 2249.42 ms [2022-02-17 16:03:34 main:574] : INFO : Epoch 1808 | loss: 0.0311959 | val_loss: 0.031199 | Time: 2239.75 ms [2022-02-17 16:03:37 main:574] : INFO : Epoch 1809 | loss: 0.0311966 | val_loss: 0.0312016 | Time: 2316.11 ms [2022-02-17 16:03:39 main:574] : INFO : Epoch 1810 | loss: 0.0311974 | val_loss: 0.031199 | Time: 2240.51 ms [2022-02-17 16:03:41 main:574] : INFO : Epoch 1811 | loss: 0.0311975 | val_loss: 0.0311987 | Time: 2219.77 ms [2022-02-17 16:03:44 main:574] : INFO : Epoch 1812 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 2362.57 ms [2022-02-17 16:03:46 main:574] : INFO : Epoch 1813 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 2361.31 ms [2022-02-17 16:03:48 main:574] : INFO : Epoch 1814 | loss: 0.0311978 | val_loss: 0.0311995 | Time: 2246.22 ms [2022-02-17 16:03:51 main:574] : INFO : Epoch 1815 | loss: 0.0311958 | val_loss: 0.0312013 | Time: 2290.76 ms [2022-02-17 16:03:53 main:574] : INFO : Epoch 1816 | loss: 0.031196 | val_loss: 0.0311998 | Time: 2345.07 ms [2022-02-17 16:03:55 main:574] : INFO : Epoch 1817 | loss: 0.0311969 | val_loss: 0.0312045 | Time: 2234.73 ms [2022-02-17 16:03:58 main:574] : INFO : Epoch 1818 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2342.51 ms [2022-02-17 16:04:00 main:574] : INFO : Epoch 1819 | loss: 0.0311958 | val_loss: 0.0311993 | Time: 2297.75 ms [2022-02-17 16:04:02 main:574] : INFO : Epoch 1820 | loss: 0.0311959 | val_loss: 0.0312014 | Time: 2219.42 ms [2022-02-17 16:04:04 main:574] : INFO : Epoch 1821 | loss: 0.0311977 | val_loss: 0.0311993 | Time: 2317.79 ms [2022-02-17 16:04:07 main:574] : INFO : Epoch 1822 | loss: 0.0311971 | val_loss: 0.0312012 | Time: 2272.2 ms [2022-02-17 16:04:09 main:574] : INFO : Epoch 1823 | loss: 0.0311968 | val_loss: 0.0311994 | Time: 2303.93 ms [2022-02-17 16:04:11 main:574] : INFO : Epoch 1824 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 2301.65 ms [2022-02-17 16:04:14 main:574] : INFO : Epoch 1825 | loss: 0.0311962 | val_loss: 0.0311984 | Time: 2430.06 ms [2022-02-17 16:04:16 main:574] : INFO : Epoch 1826 | loss: 0.031197 | val_loss: 0.0311992 | Time: 2320.64 ms [2022-02-17 16:04:19 main:574] : INFO : Epoch 1827 | loss: 0.0311965 | val_loss: 0.0311984 | Time: 2415.7 ms [2022-02-17 16:04:21 main:574] : INFO : Epoch 1828 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2269.09 ms [2022-02-17 16:04:23 main:574] : INFO : Epoch 1829 | loss: 0.031196 | val_loss: 0.0311988 | Time: 2257.81 ms [2022-02-17 16:04:25 main:574] : INFO : Epoch 1830 | loss: 0.0311959 | val_loss: 0.0311992 | Time: 2262.08 ms [2022-02-17 16:04:28 main:574] : INFO : Epoch 1831 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 2233.17 ms [2022-02-17 16:04:30 main:574] : INFO : Epoch 1832 | loss: 0.0311963 | val_loss: 0.031201 | Time: 2251.62 ms [2022-02-17 16:04:32 main:574] : INFO : Epoch 1833 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 2304.96 ms [2022-02-17 16:04:35 main:574] : INFO : Epoch 1834 | loss: 0.0311967 | val_loss: 0.0311989 | Time: 2325.83 ms [2022-02-17 16:04:37 main:574] : INFO : Epoch 1835 | loss: 0.0311968 | val_loss: 0.0312049 | Time: 2312.33 ms [2022-02-17 16:04:39 main:574] : INFO : Epoch 1836 | loss: 0.0311973 | val_loss: 0.0311987 | Time: 2218.45 ms [2022-02-17 16:04:41 main:574] : INFO : Epoch 1837 | loss: 0.0311967 | val_loss: 0.0312001 | Time: 2349.09 ms [2022-02-17 16:04:44 main:574] : INFO : Epoch 1838 | loss: 0.0311969 | val_loss: 0.0312 | Time: 2284.87 ms [2022-02-17 16:04:46 main:574] : INFO : Epoch 1839 | loss: 0.0311966 | val_loss: 0.0312 | Time: 2170.45 ms [2022-02-17 16:04:48 main:574] : INFO : Epoch 1840 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 2302.17 ms [2022-02-17 16:04:51 main:574] : INFO : Epoch 1841 | loss: 0.0311975 | val_loss: 0.0311987 | Time: 2327.04 ms [2022-02-17 16:04:53 main:574] : INFO : Epoch 1842 | loss: 0.0311967 | val_loss: 0.0312046 | Time: 2226.88 ms [2022-02-17 16:04:55 main:574] : INFO : Epoch 1843 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 2317.87 ms [2022-02-17 16:04:57 main:574] : INFO : Epoch 1844 | loss: 0.0311972 | val_loss: 0.0311986 | Time: 2334.45 ms [2022-02-17 16:05:00 main:574] : INFO : Epoch 1845 | loss: 0.0311967 | val_loss: 0.0312014 | Time: 2205.96 ms [2022-02-17 16:05:02 main:574] : INFO : Epoch 1846 | loss: 0.0311964 | val_loss: 0.0312008 | Time: 2293.93 ms [2022-02-17 16:05:04 main:574] : INFO : Epoch 1847 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2291.73 ms [2022-02-17 16:05:07 main:574] : INFO : Epoch 1848 | loss: 0.031196 | val_loss: 0.031201 | Time: 2254.93 ms [2022-02-17 16:05:09 main:574] : INFO : Epoch 1849 | loss: 0.0311962 | val_loss: 0.0312008 | Time: 2380.74 ms [2022-02-17 16:05:11 main:574] : INFO : Epoch 1850 | loss: 0.0311965 | val_loss: 0.0312 | Time: 2203.12 ms [2022-02-17 16:05:13 main:574] : INFO : Epoch 1851 | loss: 0.0311963 | val_loss: 0.0312 | Time: 2332.13 ms [2022-02-17 16:05:16 main:574] : INFO : Epoch 1852 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 2266.07 ms [2022-02-17 16:05:18 main:574] : INFO : Epoch 1853 | loss: 0.0311963 | val_loss: 0.0311996 | Time: 2253.66 ms [2022-02-17 16:05:20 main:574] : INFO : Epoch 1854 | loss: 0.0311959 | val_loss: 0.0312002 | Time: 2277.78 ms [2022-02-17 16:05:23 main:574] : INFO : Epoch 1855 | loss: 0.0311979 | val_loss: 0.0311986 | Time: 2323.01 ms [2022-02-17 16:05:25 main:574] : INFO : Epoch 1856 | loss: 0.0311972 | val_loss: 0.031201 | Time: 2244.7 ms [2022-02-17 16:05:27 main:574] : INFO : Epoch 1857 | loss: 0.0311985 | val_loss: 0.0312027 | Time: 2333.46 ms [2022-02-17 16:05:30 main:574] : INFO : Epoch 1858 | loss: 0.0311995 | val_loss: 0.0312064 | Time: 2297.74 ms [2022-02-17 16:05:32 main:574] : INFO : Epoch 1859 | loss: 0.0312033 | val_loss: 0.0312064 | Time: 2333.19 ms [2022-02-17 16:05:34 main:574] : INFO : Epoch 1860 | loss: 0.0312005 | val_loss: 0.0311999 | Time: 2271.48 ms [2022-02-17 16:05:37 main:574] : INFO : Epoch 1861 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 2284.89 ms [2022-02-17 16:05:39 main:574] : INFO : Epoch 1862 | loss: 0.0311965 | val_loss: 0.0311987 | Time: 2289.88 ms [2022-02-17 16:05:41 main:574] : INFO : Epoch 1863 | loss: 0.0311971 | val_loss: 0.0311999 | Time: 2202.03 ms [2022-02-17 16:05:43 main:574] : INFO : Epoch 1864 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 2245.16 ms [2022-02-17 16:05:46 main:574] : INFO : Epoch 1865 | loss: 0.0311969 | val_loss: 0.031199 | Time: 2365.69 ms [2022-02-17 16:05:48 main:574] : INFO : Epoch 1866 | loss: 0.0311961 | val_loss: 0.031201 | Time: 2192.58 ms [2022-02-17 16:05:50 main:574] : INFO : Epoch 1867 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 2299.22 ms [2022-02-17 16:05:52 main:574] : INFO : Epoch 1868 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 2147.37 ms [2022-02-17 16:05:55 main:574] : INFO : Epoch 1869 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 2337.7 ms [2022-02-17 16:05:57 main:574] : INFO : Epoch 1870 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2218.02 ms [2022-02-17 16:05:59 main:574] : INFO : Epoch 1871 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2351.7 ms [2022-02-17 16:06:02 main:574] : INFO : Epoch 1872 | loss: 0.031196 | val_loss: 0.0311994 | Time: 2340.4 ms [2022-02-17 16:06:04 main:574] : INFO : Epoch 1873 | loss: 0.0311963 | val_loss: 0.0311992 | Time: 2253.58 ms [2022-02-17 16:06:06 main:574] : INFO : Epoch 1874 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 2288.86 ms [2022-02-17 16:06:09 main:574] : INFO : Epoch 1875 | loss: 0.0311959 | val_loss: 0.0312004 | Time: 2350.38 ms [2022-02-17 16:06:11 main:574] : INFO : Epoch 1876 | loss: 0.0311972 | val_loss: 0.0311992 | Time: 2281.56 ms [2022-02-17 16:06:13 main:574] : INFO : Epoch 1877 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 2305.94 ms [2022-02-17 16:06:15 main:574] : INFO : Epoch 1878 | loss: 0.0311963 | val_loss: 0.0312004 | Time: 2297.68 ms [2022-02-17 16:06:18 main:574] : INFO : Epoch 1879 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 2274.76 ms [2022-02-17 16:06:20 main:574] : INFO : Epoch 1880 | loss: 0.0311987 | val_loss: 0.0311995 | Time: 2315.54 ms [2022-02-17 16:06:22 main:574] : INFO : Epoch 1881 | loss: 0.0311975 | val_loss: 0.0312007 | Time: 2379.99 ms [2022-02-17 16:06:25 main:574] : INFO : Epoch 1882 | loss: 0.0311966 | val_loss: 0.0311992 | Time: 2341.63 ms [2022-02-17 16:06:27 main:574] : INFO : Epoch 1883 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 2269.38 ms [2022-02-17 16:06:29 main:574] : INFO : Epoch 1884 | loss: 0.0311974 | val_loss: 0.0312008 | Time: 2359.07 ms [2022-02-17 16:06:32 main:574] : INFO : Epoch 1885 | loss: 0.0311963 | val_loss: 0.0311997 | Time: 2227.57 ms [2022-02-17 16:06:34 main:574] : INFO : Epoch 1886 | loss: 0.0311964 | val_loss: 0.0312 | Time: 2309.81 ms [2022-02-17 16:06:36 main:574] : INFO : Epoch 1887 | loss: 0.031196 | val_loss: 0.0311996 | Time: 2288.42 ms [2022-02-17 16:06:39 main:574] : INFO : Epoch 1888 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 2298.29 ms [2022-02-17 16:06:41 main:574] : INFO : Epoch 1889 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 2245.19 ms [2022-02-17 16:06:43 main:574] : INFO : Epoch 1890 | loss: 0.0311973 | val_loss: 0.0312006 | Time: 2301.38 ms [2022-02-17 16:06:46 main:574] : INFO : Epoch 1891 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 2318.24 ms [2022-02-17 16:06:48 main:574] : INFO : Epoch 1892 | loss: 0.0311968 | val_loss: 0.0311989 | Time: 2227.9 ms [2022-02-17 16:06:50 main:574] : INFO : Epoch 1893 | loss: 0.0311994 | val_loss: 0.0312048 | Time: 2252.2 ms [2022-02-17 16:06:52 main:574] : INFO : Epoch 1894 | loss: 0.0311967 | val_loss: 0.0312014 | Time: 2280.83 ms [2022-02-17 16:06:55 main:574] : INFO : Epoch 1895 | loss: 0.0311962 | val_loss: 0.0311995 | Time: 2248.03 ms [2022-02-17 16:06:57 main:574] : INFO : Epoch 1896 | loss: 0.0311976 | val_loss: 0.0312014 | Time: 2274 ms [2022-02-17 16:06:59 main:574] : INFO : Epoch 1897 | loss: 0.0311986 | val_loss: 0.0311991 | Time: 2280.97 ms [2022-02-17 16:07:01 main:574] : INFO : Epoch 1898 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 2249.33 ms [2022-02-17 16:07:04 main:574] : INFO : Epoch 1899 | loss: 0.031197 | val_loss: 0.0312016 | Time: 2330.69 ms [2022-02-17 16:07:06 main:574] : INFO : Epoch 1900 | loss: 0.0311974 | val_loss: 0.0312022 | Time: 2350.25 ms [2022-02-17 16:07:08 main:574] : INFO : Epoch 1901 | loss: 0.0311973 | val_loss: 0.0312024 | Time: 2221.7 ms [2022-02-17 16:07:11 main:574] : INFO : Epoch 1902 | loss: 0.0311965 | val_loss: 0.0312011 | Time: 2302.48 ms [2022-02-17 16:07:13 main:574] : INFO : Epoch 1903 | loss: 0.0311968 | val_loss: 0.031199 | Time: 2242.92 ms [2022-02-17 16:07:15 main:574] : INFO : Epoch 1904 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 2337.32 ms [2022-02-17 16:07:18 main:574] : INFO : Epoch 1905 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 2310.31 ms [2022-02-17 16:07:20 main:574] : INFO : Epoch 1906 | loss: 0.031197 | val_loss: 0.0311995 | Time: 2321.81 ms [2022-02-17 16:07:22 main:574] : INFO : Epoch 1907 | loss: 0.0311972 | val_loss: 0.0312009 | Time: 2364.66 ms [2022-02-17 16:07:25 main:574] : INFO : Epoch 1908 | loss: 0.0311962 | val_loss: 0.0311997 | Time: 2315.93 ms [2022-02-17 16:07:27 main:574] : INFO : Epoch 1909 | loss: 0.0311964 | val_loss: 0.0311991 | Time: 2296.67 ms [2022-02-17 16:07:29 main:574] : INFO : Epoch 1910 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 2331.61 ms [2022-02-17 16:07:32 main:574] : INFO : Epoch 1911 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 2313.59 ms [2022-02-17 16:07:34 main:574] : INFO : Epoch 1912 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 2320.71 ms [2022-02-17 16:07:36 main:574] : INFO : Epoch 1913 | loss: 0.0311997 | val_loss: 0.0312045 | Time: 2268.74 ms [2022-02-17 16:07:39 main:574] : INFO : Epoch 1914 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 2308.92 ms [2022-02-17 16:07:41 main:574] : INFO : Epoch 1915 | loss: 0.0311988 | val_loss: 0.0312042 | Time: 2361.77 ms [2022-02-17 16:07:43 main:574] : INFO : Epoch 1916 | loss: 0.0311983 | val_loss: 0.0312009 | Time: 2435.16 ms [2022-02-17 16:07:46 main:574] : INFO : Epoch 1917 | loss: 0.0311988 | val_loss: 0.0312068 | Time: 2248.68 ms [2022-02-17 16:07:48 main:574] : INFO : Epoch 1918 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 2319.67 ms [2022-02-17 16:07:50 main:574] : INFO : Epoch 1919 | loss: 0.0311972 | val_loss: 0.0311998 | Time: 2198.72 ms [2022-02-17 16:07:53 main:574] : INFO : Epoch 1920 | loss: 0.0311963 | val_loss: 0.031199 | Time: 2371.66 ms [2022-02-17 16:07:55 main:574] : INFO : Epoch 1921 | loss: 0.0311964 | val_loss: 0.0312002 | Time: 2337.65 ms [2022-02-17 16:07:57 main:574] : INFO : Epoch 1922 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 2182.84 ms [2022-02-17 16:08:00 main:574] : INFO : Epoch 1923 | loss: 0.0311963 | val_loss: 0.0311999 | Time: 2423.87 ms [2022-02-17 16:08:02 main:574] : INFO : Epoch 1924 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 2271.2 ms [2022-02-17 16:08:04 main:574] : INFO : Epoch 1925 | loss: 0.0311963 | val_loss: 0.031203 | Time: 2313.84 ms [2022-02-17 16:08:07 main:574] : INFO : Epoch 1926 | loss: 0.0311968 | val_loss: 0.0311989 | Time: 2331.5 ms [2022-02-17 16:08:09 main:574] : INFO : Epoch 1927 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 2266.13 ms [2022-02-17 16:08:11 main:574] : INFO : Epoch 1928 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 2312.16 ms [2022-02-17 16:08:14 main:574] : INFO : Epoch 1929 | loss: 0.031196 | val_loss: 0.0311986 | Time: 2365.28 ms [2022-02-17 16:08:16 main:574] : INFO : Epoch 1930 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 2331.64 ms [2022-02-17 16:08:18 main:574] : INFO : Epoch 1931 | loss: 0.0311959 | val_loss: 0.0311989 | Time: 2383.05 ms [2022-02-17 16:08:21 main:574] : INFO : Epoch 1932 | loss: 0.0311963 | val_loss: 0.0311991 | Time: 2298.16 ms [2022-02-17 16:08:23 main:574] : INFO : Epoch 1933 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 2224.66 ms [2022-02-17 16:08:25 main:574] : INFO : Epoch 1934 | loss: 0.0311963 | val_loss: 0.0312001 | Time: 2346.34 ms [2022-02-17 16:08:28 main:574] : INFO : Epoch 1935 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2314.03 ms [2022-02-17 16:08:30 main:574] : INFO : Epoch 1936 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 2280.65 ms [2022-02-17 16:08:32 main:574] : INFO : Epoch 1937 | loss: 0.0311958 | val_loss: 0.0311986 | Time: 2275.38 ms [2022-02-17 16:08:34 main:574] : INFO : Epoch 1938 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 2326.37 ms [2022-02-17 16:08:37 main:574] : INFO : Epoch 1939 | loss: 0.0311963 | val_loss: 0.0312053 | Time: 2333.4 ms [2022-02-17 16:08:39 main:574] : INFO : Epoch 1940 | loss: 0.0311967 | val_loss: 0.0312003 | Time: 2316.58 ms [2022-02-17 16:08:41 main:574] : INFO : Epoch 1941 | loss: 0.031196 | val_loss: 0.0312006 | Time: 2216.94 ms [2022-02-17 16:08:44 main:574] : INFO : Epoch 1942 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 2342.69 ms [2022-02-17 16:08:46 main:574] : INFO : Epoch 1943 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 2290.16 ms [2022-02-17 16:08:48 main:574] : INFO : Epoch 1944 | loss: 0.031197 | val_loss: 0.031199 | Time: 2324.86 ms [2022-02-17 16:08:51 main:574] : INFO : Epoch 1945 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 2388.68 ms [2022-02-17 16:08:53 main:574] : INFO : Epoch 1946 | loss: 0.031196 | val_loss: 0.0311987 | Time: 2291.25 ms [2022-02-17 16:08:55 main:574] : INFO : Epoch 1947 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 2301.41 ms [2022-02-17 16:08:58 main:574] : INFO : Epoch 1948 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 2270.75 ms [2022-02-17 16:09:00 main:574] : INFO : Epoch 1949 | loss: 0.0311978 | val_loss: 0.0312025 | Time: 2247.69 ms [2022-02-17 16:09:02 main:574] : INFO : Epoch 1950 | loss: 0.0311972 | val_loss: 0.0311986 | Time: 2326.36 ms [2022-02-17 16:09:04 main:574] : INFO : Epoch 1951 | loss: 0.0311963 | val_loss: 0.0311981 | Time: 2233.57 ms [2022-02-17 16:09:07 main:574] : INFO : Epoch 1952 | loss: 0.031196 | val_loss: 0.0311983 | Time: 2309.7 ms [2022-02-17 16:09:09 main:574] : INFO : Epoch 1953 | loss: 0.031196 | val_loss: 0.0312005 | Time: 2306.43 ms [2022-02-17 16:09:11 main:574] : INFO : Epoch 1954 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 2259.74 ms [2022-02-17 16:09:14 main:574] : INFO : Epoch 1955 | loss: 0.0311961 | val_loss: 0.0311991 | Time: 2297.39 ms [2022-02-17 16:09:16 main:574] : INFO : Epoch 1956 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 2326.58 ms [2022-02-17 16:09:18 main:574] : INFO : Epoch 1957 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 2369.52 ms [2022-02-17 16:09:21 main:574] : INFO : Epoch 1958 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 2236.97 ms [2022-02-17 16:09:23 main:574] : INFO : Epoch 1959 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 2305.39 ms [2022-02-17 16:09:25 main:574] : INFO : Epoch 1960 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2356.02 ms [2022-02-17 16:09:28 main:574] : INFO : Epoch 1961 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 2361.08 ms [2022-02-17 16:09:30 main:574] : INFO : Epoch 1962 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 2320.26 ms [2022-02-17 16:09:32 main:574] : INFO : Epoch 1963 | loss: 0.031196 | val_loss: 0.0311983 | Time: 2282.93 ms [2022-02-17 16:09:35 main:574] : INFO : Epoch 1964 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 2310.67 ms [2022-02-17 16:09:37 main:574] : INFO : Epoch 1965 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 2281.31 ms [2022-02-17 16:09:39 main:574] : INFO : Epoch 1966 | loss: 0.031197 | val_loss: 0.0311989 | Time: 2315.2 ms [2022-02-17 16:09:42 main:574] : INFO : Epoch 1967 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2343.32 ms [2022-02-17 16:09:44 main:574] : INFO : Epoch 1968 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 2273.92 ms [2022-02-17 16:09:46 main:574] : INFO : Epoch 1969 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 2316.54 ms [2022-02-17 16:09:49 main:574] : INFO : Epoch 1970 | loss: 0.0311965 | val_loss: 0.031199 | Time: 2260.22 ms [2022-02-17 16:09:51 main:574] : INFO : Epoch 1971 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 2339.23 ms [2022-02-17 16:09:53 main:574] : INFO : Epoch 1972 | loss: 0.031197 | val_loss: 0.031198 | Time: 2326.21 ms [2022-02-17 16:09:56 main:574] : INFO : Epoch 1973 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 2331.32 ms [2022-02-17 16:09:58 main:574] : INFO : Epoch 1974 | loss: 0.031196 | val_loss: 0.0311988 | Time: 2308.03 ms [2022-02-17 16:10:00 main:574] : INFO : Epoch 1975 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 2369.57 ms [2022-02-17 16:10:03 main:574] : INFO : Epoch 1976 | loss: 0.0311964 | val_loss: 0.0311981 | Time: 2335.42 ms [2022-02-17 16:10:05 main:574] : INFO : Epoch 1977 | loss: 0.0311968 | val_loss: 0.0311982 | Time: 2278.02 ms [2022-02-17 16:10:07 main:574] : INFO : Epoch 1978 | loss: 0.0311976 | val_loss: 0.0311994 | Time: 2330.65 ms [2022-02-17 16:10:10 main:574] : INFO : Epoch 1979 | loss: 0.0311969 | val_loss: 0.0311989 | Time: 2313.9 ms [2022-02-17 16:10:12 main:574] : INFO : Epoch 1980 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2320.42 ms [2022-02-17 16:10:14 main:574] : INFO : Epoch 1981 | loss: 0.031196 | val_loss: 0.0311987 | Time: 2328.2 ms [2022-02-17 16:10:17 main:574] : INFO : Epoch 1982 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 2376.81 ms [2022-02-17 16:10:19 main:574] : INFO : Epoch 1983 | loss: 0.0311973 | val_loss: 0.0311996 | Time: 2266.51 ms [2022-02-17 16:10:21 main:574] : INFO : Epoch 1984 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 2264.86 ms [2022-02-17 16:10:24 main:574] : INFO : Epoch 1985 | loss: 0.0311971 | val_loss: 0.0311987 | Time: 2301.78 ms [2022-02-17 16:10:26 main:574] : INFO : Epoch 1986 | loss: 0.0311968 | val_loss: 0.0311987 | Time: 2287.85 ms [2022-02-17 16:10:28 main:574] : INFO : Epoch 1987 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2191.58 ms [2022-02-17 16:10:30 main:574] : INFO : Epoch 1988 | loss: 0.0311978 | val_loss: 0.0312035 | Time: 2357.96 ms [2022-02-17 16:10:33 main:574] : INFO : Epoch 1989 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 2304.79 ms [2022-02-17 16:10:35 main:574] : INFO : Epoch 1990 | loss: 0.0311997 | val_loss: 0.0311991 | Time: 2248.72 ms [2022-02-17 16:10:37 main:574] : INFO : Epoch 1991 | loss: 0.0311966 | val_loss: 0.0311994 | Time: 2346.43 ms [2022-02-17 16:10:40 main:574] : INFO : Epoch 1992 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 2255.45 ms [2022-02-17 16:10:42 main:574] : INFO : Epoch 1993 | loss: 0.0311967 | val_loss: 0.0311994 | Time: 2272.45 ms [2022-02-17 16:10:44 main:574] : INFO : Epoch 1994 | loss: 0.0311977 | val_loss: 0.0312018 | Time: 2369.78 ms [2022-02-17 16:10:47 main:574] : INFO : Epoch 1995 | loss: 0.031198 | val_loss: 0.0311986 | Time: 2242.22 ms [2022-02-17 16:10:49 main:574] : INFO : Epoch 1996 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 2258.48 ms [2022-02-17 16:10:51 main:574] : INFO : Epoch 1997 | loss: 0.0311969 | val_loss: 0.0312 | Time: 2223.35 ms [2022-02-17 16:10:53 main:574] : INFO : Epoch 1998 | loss: 0.0311965 | val_loss: 0.0311983 | Time: 2331.42 ms [2022-02-17 16:10:56 main:574] : INFO : Epoch 1999 | loss: 0.0311958 | val_loss: 0.0311983 | Time: 2336.84 ms [2022-02-17 16:10:58 main:574] : INFO : Epoch 2000 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2242.93 ms [2022-02-17 16:11:00 main:574] : INFO : Epoch 2001 | loss: 0.0311971 | val_loss: 0.0311997 | Time: 2403.89 ms [2022-02-17 16:11:03 main:574] : INFO : Epoch 2002 | loss: 0.0311965 | val_loss: 0.0312 | Time: 2332.63 ms [2022-02-17 16:11:05 main:574] : INFO : Epoch 2003 | loss: 0.0311968 | val_loss: 0.0312016 | Time: 2250.84 ms [2022-02-17 16:11:07 main:574] : INFO : Epoch 2004 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 2324.46 ms [2022-02-17 16:11:10 main:574] : INFO : Epoch 2005 | loss: 0.031197 | val_loss: 0.0312006 | Time: 2316.99 ms [2022-02-17 16:11:12 main:574] : INFO : Epoch 2006 | loss: 0.0311963 | val_loss: 0.0311983 | Time: 2237.12 ms [2022-02-17 16:11:14 main:574] : INFO : Epoch 2007 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 2344.48 ms [2022-02-17 16:11:17 main:574] : INFO : Epoch 2008 | loss: 0.0311968 | val_loss: 0.0311998 | Time: 2310.98 ms [2022-02-17 16:11:19 main:574] : INFO : Epoch 2009 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2240.88 ms [2022-02-17 16:11:21 main:574] : INFO : Epoch 2010 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 2228.65 ms [2022-02-17 16:11:23 main:574] : INFO : Epoch 2011 | loss: 0.031199 | val_loss: 0.0312035 | Time: 2326.57 ms [2022-02-17 16:11:26 main:574] : INFO : Epoch 2012 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 2291.22 ms [2022-02-17 16:11:28 main:574] : INFO : Epoch 2013 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 2268.04 ms [2022-02-17 16:11:30 main:574] : INFO : Epoch 2014 | loss: 0.0311976 | val_loss: 0.031201 | Time: 2239.83 ms [2022-02-17 16:11:33 main:574] : INFO : Epoch 2015 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 2233.87 ms [2022-02-17 16:11:35 main:574] : INFO : Epoch 2016 | loss: 0.0311966 | val_loss: 0.0311995 | Time: 2313.01 ms [2022-02-17 16:11:37 main:574] : INFO : Epoch 2017 | loss: 0.0311967 | val_loss: 0.0311986 | Time: 2325.37 ms [2022-02-17 16:11:40 main:574] : INFO : Epoch 2018 | loss: 0.0311977 | val_loss: 0.0312007 | Time: 2421.71 ms [2022-02-17 16:11:42 main:574] : INFO : Epoch 2019 | loss: 0.031196 | val_loss: 0.0311991 | Time: 2325.31 ms [2022-02-17 16:11:44 main:574] : INFO : Epoch 2020 | loss: 0.0311959 | val_loss: 0.0311991 | Time: 2341.88 ms [2022-02-17 16:11:47 main:574] : INFO : Epoch 2021 | loss: 0.0311968 | val_loss: 0.0312034 | Time: 2351.21 ms [2022-02-17 16:11:49 main:574] : INFO : Epoch 2022 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 2328.6 ms [2022-02-17 16:11:51 main:574] : INFO : Epoch 2023 | loss: 0.031197 | val_loss: 0.0311984 | Time: 2395 ms [2022-02-17 16:11:54 main:574] : INFO : Epoch 2024 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 2290.96 ms [2022-02-17 16:11:56 main:574] : INFO : Epoch 2025 | loss: 0.0311959 | val_loss: 0.0311986 | Time: 2228.8 ms [2022-02-17 16:11:58 main:574] : INFO : Epoch 2026 | loss: 0.0311964 | val_loss: 0.0312008 | Time: 2303.87 ms [2022-02-17 16:12:01 main:574] : INFO : Epoch 2027 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 2262.82 ms [2022-02-17 16:12:03 main:574] : INFO : Epoch 2028 | loss: 0.0311963 | val_loss: 0.0312027 | Time: 2247.64 ms [2022-02-17 16:12:05 main:574] : INFO : Epoch 2029 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 2293.08 ms [2022-02-17 16:12:08 main:574] : INFO : Epoch 2030 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 2392.04 ms [2022-02-17 16:12:10 main:574] : INFO : Epoch 2031 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 2321.49 ms [2022-02-17 16:12:12 main:574] : INFO : Epoch 2032 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 2293.69 ms [2022-02-17 16:12:14 main:574] : INFO : Epoch 2033 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 2296.66 ms [2022-02-17 16:12:17 main:574] : INFO : Epoch 2034 | loss: 0.031196 | val_loss: 0.0311989 | Time: 2293.06 ms [2022-02-17 16:12:19 main:574] : INFO : Epoch 2035 | loss: 0.031196 | val_loss: 0.0311984 | Time: 2284.32 ms [2022-02-17 16:12:21 main:574] : INFO : Epoch 2036 | loss: 0.0311965 | val_loss: 0.0311995 | Time: 2377.84 ms [2022-02-17 16:12:24 main:574] : INFO : Epoch 2037 | loss: 0.0311959 | val_loss: 0.0311989 | Time: 2349.94 ms [2022-02-17 16:12:26 main:574] : INFO : Epoch 2038 | loss: 0.031196 | val_loss: 0.0311994 | Time: 2229.4 ms [2022-02-17 16:12:28 main:574] : INFO : Epoch 2039 | loss: 0.0311972 | val_loss: 0.031199 | Time: 2266.39 ms [2022-02-17 16:12:31 main:574] : INFO : Epoch 2040 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 2315.29 ms [2022-02-17 16:12:33 main:574] : INFO : Epoch 2041 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 2255.95 ms [2022-02-17 16:12:35 main:574] : INFO : Epoch 2042 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 2328.1 ms [2022-02-17 16:12:38 main:574] : INFO : Epoch 2043 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 2323.22 ms [2022-02-17 16:12:40 main:574] : INFO : Epoch 2044 | loss: 0.0311966 | val_loss: 0.0312012 | Time: 2296.62 ms [2022-02-17 16:12:42 main:574] : INFO : Epoch 2045 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 2289.28 ms [2022-02-17 16:12:45 main:574] : INFO : Epoch 2046 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 2351.24 ms [2022-02-17 16:12:47 main:574] : INFO : Epoch 2047 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2337.96 ms [2022-02-17 16:12:49 main:574] : INFO : Epoch 2048 | loss: 0.0311967 | val_loss: 0.0312048 | Time: 2268.83 ms [2022-02-17 16:12:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312048 [2022-02-17 16:12:49 main:603] : INFO : Saving end state to config to file [2022-02-17 16:12:49 main:608] : INFO : Success, exiting.. 16:12:49 (9240): 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)