Task 10805873
| Name | ParityModified-1639951278-25927-2-0_0 |
| Workunit | 8116739 |
| Created | 16 Jan 2022, 0:38:15 UTC |
| Sent | 4 Feb 2022, 11:17:58 UTC |
| Report deadline | 12 Feb 2022, 11:17:58 UTC |
| Received | 4 Feb 2022, 14:56:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 12 min 22 sec |
| CPU time | 1 hours 11 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 2138.31 ms [2022-02-04 05:42:58 main:574] : INFO : Epoch 1543 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 2087.08 ms [2022-02-04 05:43:00 main:574] : INFO : Epoch 1544 | loss: 0.0311904 | val_loss: 0.0311913 | Time: 2084.77 ms [2022-02-04 05:43:03 main:574] : INFO : Epoch 1545 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2083.39 ms [2022-02-04 05:43:05 main:574] : INFO : Epoch 1546 | loss: 0.0311906 | val_loss: 0.0311918 | Time: 2097.58 ms [2022-02-04 05:43:07 main:574] : INFO : Epoch 1547 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 2096.16 ms [2022-02-04 05:43:09 main:574] : INFO : Epoch 1548 | loss: 0.0311909 | val_loss: 0.0311923 | Time: 2096.16 ms [2022-02-04 05:43:11 main:574] : INFO : Epoch 1549 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 2091.27 ms [2022-02-04 05:43:13 main:574] : INFO : Epoch 1550 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2144.52 ms [2022-02-04 05:43:15 main:574] : INFO : Epoch 1551 | loss: 0.0311894 | val_loss: 0.031191 | Time: 2102.75 ms [2022-02-04 05:43:17 main:574] : INFO : Epoch 1552 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 2124.79 ms [2022-02-04 05:43:20 main:574] : INFO : Epoch 1553 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 2092.1 ms [2022-02-04 05:43:22 main:574] : INFO : Epoch 1554 | loss: 0.0311886 | val_loss: 0.0311907 | Time: 2086.85 ms [2022-02-04 05:43:24 main:574] : INFO : Epoch 1555 | loss: 0.0311892 | val_loss: 0.03119 | Time: 2077.78 ms [2022-02-04 05:43:26 main:574] : INFO : Epoch 1556 | loss: 0.0311892 | val_loss: 0.0311924 | Time: 2099.12 ms [2022-02-04 05:43:28 main:574] : INFO : Epoch 1557 | loss: 0.0311915 | val_loss: 0.031192 | Time: 2108.65 ms [2022-02-04 05:43:30 main:574] : INFO : Epoch 1558 | loss: 0.0311891 | val_loss: 0.0311911 | Time: 2084.22 ms [2022-02-04 05:43:32 main:574] : INFO : Epoch 1559 | loss: 0.031189 | val_loss: 0.031191 | Time: 2089.71 ms [2022-02-04 05:43:34 main:574] : INFO : Epoch 1560 | loss: 0.0311886 | val_loss: 0.031191 | Time: 2086.84 ms [2022-02-04 05:43:36 main:574] : INFO : Epoch 1561 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 2100.81 ms [2022-02-04 05:43:39 main:574] : INFO : Epoch 1562 | loss: 0.0311889 | val_loss: 0.031192 | Time: 2115.5 ms [2022-02-04 05:43:41 main:574] : INFO : Epoch 1563 | loss: 0.0311884 | val_loss: 0.0311908 | Time: 2061.98 ms [2022-02-04 05:43:43 main:574] : INFO : Epoch 1564 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 2076.71 ms [2022-02-04 05:43:45 main:574] : INFO : Epoch 1565 | loss: 0.0311893 | val_loss: 0.0311911 | Time: 2084.08 ms [2022-02-04 05:43:47 main:574] : INFO : Epoch 1566 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 2172.3 ms [2022-02-04 05:43:49 main:574] : INFO : Epoch 1567 | loss: 0.0311884 | val_loss: 0.03119 | Time: 2126.01 ms [2022-02-04 05:43:51 main:574] : INFO : Epoch 1568 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 2095.43 ms [2022-02-04 05:43:53 main:574] : INFO : Epoch 1569 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 2077.65 ms [2022-02-04 05:43:55 main:574] : INFO : Epoch 1570 | loss: 0.0311891 | val_loss: 0.0311926 | Time: 2043.76 ms [2022-02-04 05:43:57 main:574] : INFO : Epoch 1571 | loss: 0.0311899 | val_loss: 0.0311917 | Time: 2028.78 ms [2022-02-04 05:43:59 main:574] : INFO : Epoch 1572 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 2038.56 ms [2022-02-04 05:44:02 main:574] : INFO : Epoch 1573 | loss: 0.031188 | val_loss: 0.0311897 | Time: 2025.65 ms [2022-02-04 05:44:04 main:574] : INFO : Epoch 1574 | loss: 0.0311895 | val_loss: 0.0312093 | Time: 2038.12 ms [2022-02-04 05:44:06 main:574] : INFO : Epoch 1575 | loss: 0.0311899 | val_loss: 0.031191 | Time: 2122.56 ms [2022-02-04 05:44:08 main:574] : INFO : Epoch 1576 | loss: 0.0311885 | val_loss: 0.0311907 | Time: 2137.84 ms [2022-02-04 05:44:10 main:574] : INFO : Epoch 1577 | loss: 0.0311893 | val_loss: 0.0311907 | Time: 2066.61 ms [2022-02-04 05:44:12 main:574] : INFO : Epoch 1578 | loss: 0.031189 | val_loss: 0.0311912 | Time: 2074.75 ms [2022-02-04 05:44:14 main:574] : INFO : Epoch 1579 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 2089.26 ms [2022-02-04 05:44:16 main:574] : INFO : Epoch 1580 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 2075.16 ms [2022-02-04 05:44:18 main:574] : INFO : Epoch 1581 | loss: 0.031188 | val_loss: 0.0311909 | Time: 2100.58 ms [2022-02-04 05:44:20 main:574] : INFO : Epoch 1582 | loss: 0.0311882 | val_loss: 0.0311905 | Time: 2090.5 ms [2022-02-04 05:44:23 main:574] : INFO : Epoch 1583 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 2095.44 ms [2022-02-04 05:44:25 main:574] : INFO : Epoch 1584 | loss: 0.0311882 | val_loss: 0.0311905 | Time: 2073.8 ms [2022-02-04 05:44:27 main:574] : INFO : Epoch 1585 | loss: 0.0311885 | val_loss: 0.0311898 | Time: 2086.24 ms [2022-02-04 05:44:29 main:574] : INFO : Epoch 1586 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 2093.04 ms [2022-02-04 05:44:31 main:574] : INFO : Epoch 1587 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 2105.03 ms [2022-02-04 05:44:33 main:574] : INFO : Epoch 1588 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 2154.86 ms [2022-02-04 05:44:35 main:574] : INFO : Epoch 1589 | loss: 0.0311885 | val_loss: 0.0311931 | Time: 2123.85 ms [2022-02-04 05:44:37 main:574] : INFO : Epoch 1590 | loss: 0.0311904 | val_loss: 0.031193 | Time: 2101.17 ms [2022-02-04 05:44:40 main:574] : INFO : Epoch 1591 | loss: 0.0311898 | val_loss: 0.0311914 | Time: 2094.77 ms [2022-02-04 05:44:42 main:574] : INFO : Epoch 1592 | loss: 0.031189 | val_loss: 0.0311928 | Time: 2092.54 ms [2022-02-04 05:44:44 main:574] : INFO : Epoch 1593 | loss: 0.0311892 | val_loss: 0.0311932 | Time: 2101.35 ms [2022-02-04 05:44:46 main:574] : INFO : Epoch 1594 | loss: 0.0311881 | val_loss: 0.0311903 | Time: 2097.28 ms [2022-02-04 05:44:48 main:574] : INFO : Epoch 1595 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 2105.66 ms [2022-02-04 05:44:50 main:574] : INFO : Epoch 1596 | loss: 0.0311901 | val_loss: 0.0311938 | Time: 2051.35 ms [2022-02-04 05:44:52 main:574] : INFO : Epoch 1597 | loss: 0.0311899 | val_loss: 0.0311932 | Time: 2123.35 ms [2022-02-04 05:44:54 main:574] : INFO : Epoch 1598 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 2106.71 ms [2022-02-04 05:44:56 main:574] : INFO : Epoch 1599 | loss: 0.0311919 | val_loss: 0.0311913 | Time: 2111.46 ms [2022-02-04 05:44:59 main:574] : INFO : Epoch 1600 | loss: 0.0311898 | val_loss: 0.031191 | Time: 2123.1 ms [2022-02-04 05:45:01 main:574] : INFO : Epoch 1601 | loss: 0.0311879 | val_loss: 0.0311941 | Time: 2060.95 ms [2022-02-04 05:45:03 main:574] : INFO : Epoch 1602 | loss: 0.0311892 | val_loss: 0.0311975 | Time: 2072.42 ms [2022-02-04 05:45:05 main:574] : INFO : Epoch 1603 | loss: 0.0311884 | val_loss: 0.0311904 | Time: 2089.71 ms [2022-02-04 05:45:07 main:574] : INFO : Epoch 1604 | loss: 0.0311882 | val_loss: 0.0311946 | Time: 2084.43 ms [2022-02-04 05:45:09 main:574] : INFO : Epoch 1605 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 2101.77 ms [2022-02-04 05:45:11 main:574] : INFO : Epoch 1606 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 2125.72 ms [2022-02-04 05:45:13 main:574] : INFO : Epoch 1607 | loss: 0.0311886 | val_loss: 0.0311897 | Time: 2130.9 ms [2022-02-04 05:45:16 main:574] : INFO : Epoch 1608 | loss: 0.0311882 | val_loss: 0.0311907 | Time: 2138.83 ms [2022-02-04 05:45:18 main:574] : INFO : Epoch 1609 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 2116.8 ms [2022-02-04 05:45:20 main:574] : INFO : Epoch 1610 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 2079.56 ms [2022-02-04 05:45:22 main:574] : INFO : Epoch 1611 | loss: 0.0311878 | val_loss: 0.0311917 | Time: 2064 ms [2022-02-04 05:45:24 main:574] : INFO : Epoch 1612 | loss: 0.0311875 | val_loss: 0.031191 | Time: 2087.02 ms [2022-02-04 05:45:26 main:574] : INFO : Epoch 1613 | loss: 0.0311873 | val_loss: 0.0311918 | Time: 2107.44 ms [2022-02-04 05:45:28 main:574] : INFO : Epoch 1614 | loss: 0.0311875 | val_loss: 0.0312016 | Time: 2118.9 ms [2022-02-04 05:45:30 main:574] : INFO : Epoch 1615 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 2083.71 ms [2022-02-04 05:45:32 main:574] : INFO : Epoch 1616 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 2096.52 ms [2022-02-04 05:45:35 main:574] : INFO : Epoch 1617 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 2095.62 ms [2022-02-04 05:45:37 main:574] : INFO : Epoch 1618 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 2087.9 ms [2022-02-04 05:45:39 main:574] : INFO : Epoch 1619 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 2137.79 ms [2022-02-04 05:45:41 main:574] : INFO : Epoch 1620 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 2084.01 ms [2022-02-04 05:45:43 main:574] : INFO : Epoch 1621 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 2100.23 ms [2022-02-04 05:45:45 main:574] : INFO : Epoch 1622 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2090.9 ms [2022-02-04 05:45:47 main:574] : INFO : Epoch 1623 | loss: 0.031187 | val_loss: 0.0311911 | Time: 2106.35 ms [2022-02-04 05:45:49 main:574] : INFO : Epoch 1624 | loss: 0.0311871 | val_loss: 0.0311942 | Time: 2086.4 ms [2022-02-04 05:45:51 main:574] : INFO : Epoch 1625 | loss: 0.0311924 | val_loss: 0.0311981 | Time: 2079.49 ms [2022-02-04 05:45:54 main:574] : INFO : Epoch 1626 | loss: 0.0311903 | val_loss: 0.0311946 | Time: 2081.8 ms [2022-02-04 05:45:56 main:574] : INFO : Epoch 1627 | loss: 0.0311903 | val_loss: 0.0311907 | Time: 2070.51 ms [2022-02-04 05:45:58 main:574] : INFO : Epoch 1628 | loss: 0.031189 | val_loss: 0.0311917 | Time: 2115.76 ms [2022-02-04 05:46:00 main:574] : INFO : Epoch 1629 | loss: 0.031187 | val_loss: 0.0311912 | Time: 2114.6 ms [2022-02-04 05:46:02 main:574] : INFO : Epoch 1630 | loss: 0.031188 | val_loss: 0.0311915 | Time: 2085.88 ms [2022-02-04 05:46:04 main:574] : INFO : Epoch 1631 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 2091.51 ms [2022-02-04 05:46:06 main:574] : INFO : Epoch 1632 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 2101.66 ms [2022-02-04 05:46:08 main:574] : INFO : Epoch 1633 | loss: 0.0311871 | val_loss: 0.0311928 | Time: 2084.75 ms [2022-02-04 05:46:10 main:574] : INFO : Epoch 1634 | loss: 0.0311879 | val_loss: 0.0311908 | Time: 2084.13 ms [2022-02-04 05:46:13 main:574] : INFO : Epoch 1635 | loss: 0.0311913 | val_loss: 0.0312003 | Time: 2097.44 ms [2022-02-04 05:46:15 main:574] : INFO : Epoch 1636 | loss: 0.0311933 | val_loss: 0.0311946 | Time: 2132.93 ms [2022-02-04 05:46:17 main:574] : INFO : Epoch 1637 | loss: 0.0311875 | val_loss: 0.031193 | Time: 2101.91 ms [2022-02-04 05:46:19 main:574] : INFO : Epoch 1638 | loss: 0.031187 | val_loss: 0.0311923 | Time: 2090.87 ms [2022-02-04 05:46:21 main:574] : INFO : Epoch 1639 | loss: 0.031188 | val_loss: 0.0311913 | Time: 2093.32 ms [2022-02-04 05:46:23 main:574] : INFO : Epoch 1640 | loss: 0.0311866 | val_loss: 0.0311924 | Time: 2119.27 ms [2022-02-04 05:46:25 main:574] : INFO : Epoch 1641 | loss: 0.0311874 | val_loss: 0.0311919 | Time: 2077.34 ms [2022-02-04 05:46:27 main:574] : INFO : Epoch 1642 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 2065.88 ms [2022-02-04 05:46:29 main:574] : INFO : Epoch 1643 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 2119.68 ms [2022-02-04 05:46:32 main:574] : INFO : Epoch 1644 | loss: 0.0311884 | val_loss: 0.0311919 | Time: 2127.22 ms [2022-02-04 05:46:34 main:574] : INFO : Epoch 1645 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 2065.24 ms [2022-02-04 05:46:36 main:574] : INFO : Epoch 1646 | loss: 0.0311868 | val_loss: 0.0311933 | Time: 2097.87 ms [2022-02-04 05:46:38 main:574] : INFO : Epoch 1647 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 2092.91 ms [2022-02-04 05:46:40 main:574] : INFO : Epoch 1648 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 2103.55 ms [2022-02-04 05:46:42 main:574] : INFO : Epoch 1649 | loss: 0.0311866 | val_loss: 0.0311901 | Time: 2125.55 ms [2022-02-04 05:46:44 main:574] : INFO : Epoch 1650 | loss: 0.0311885 | val_loss: 0.0311909 | Time: 2103.83 ms [2022-02-04 05:46:46 main:574] : INFO : Epoch 1651 | loss: 0.0311878 | val_loss: 0.0311917 | Time: 2077.7 ms [2022-02-04 05:46:49 main:574] : INFO : Epoch 1652 | loss: 0.0311869 | val_loss: 0.031192 | Time: 2080 ms [2022-02-04 05:46:51 main:574] : INFO : Epoch 1653 | loss: 0.0311869 | val_loss: 0.0311897 | Time: 2110.53 ms [2022-02-04 05:46:53 main:574] : INFO : Epoch 1654 | loss: 0.0311863 | val_loss: 0.0312026 | Time: 2083.79 ms [2022-02-04 05:46:55 main:574] : INFO : Epoch 1655 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 2069.04 ms [2022-02-04 05:46:57 main:574] : INFO : Epoch 1656 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 2084.48 ms [2022-02-04 05:46:59 main:574] : INFO : Epoch 1657 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 2087.82 ms [2022-02-04 05:47:01 main:574] : INFO : Epoch 1658 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 2088.47 ms [2022-02-04 05:47:03 main:574] : INFO : Epoch 1659 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 2097.71 ms [2022-02-04 05:47:05 main:574] : INFO : Epoch 1660 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 2095.84 ms [2022-02-04 05:47:07 main:574] : INFO : Epoch 1661 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 2077.88 ms [2022-02-04 05:47:10 main:574] : INFO : Epoch 1662 | loss: 0.0311871 | val_loss: 0.0311936 | Time: 2113.66 ms [2022-02-04 05:47:12 main:574] : INFO : Epoch 1663 | loss: 0.0311865 | val_loss: 0.0311924 | Time: 2122.46 ms [2022-02-04 05:47:14 main:574] : INFO : Epoch 1664 | loss: 0.0311867 | val_loss: 0.0312067 | Time: 2084.25 ms [2022-02-04 05:47:16 main:574] : INFO : Epoch 1665 | loss: 0.0311874 | val_loss: 0.0311933 | Time: 2060.2 ms [2022-02-04 05:47:18 main:574] : INFO : Epoch 1666 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2125.81 ms [2022-02-04 05:47:20 main:574] : INFO : Epoch 1667 | loss: 0.0311866 | val_loss: 0.03119 | Time: 2089.67 ms [2022-02-04 05:47:22 main:574] : INFO : Epoch 1668 | loss: 0.0311884 | val_loss: 0.0311921 | Time: 2121.8 ms [2022-02-04 05:47:24 main:574] : INFO : Epoch 1669 | loss: 0.0311884 | val_loss: 0.0311923 | Time: 2105.39 ms [2022-02-04 05:47:27 main:574] : INFO : Epoch 1670 | loss: 0.0311883 | val_loss: 0.0311963 | Time: 2128.07 ms [2022-02-04 05:47:29 main:574] : INFO : Epoch 1671 | loss: 0.031188 | val_loss: 0.0312017 | Time: 2105.86 ms [2022-02-04 05:47:31 main:574] : INFO : Epoch 1672 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 2094.36 ms [2022-02-04 05:47:33 main:574] : INFO : Epoch 1673 | loss: 0.0311886 | val_loss: 0.0311983 | Time: 2073.43 ms [2022-02-04 05:47:35 main:574] : INFO : Epoch 1674 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 2087.41 ms [2022-02-04 05:47:37 main:574] : INFO : Epoch 1675 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 2091.65 ms [2022-02-04 05:47:39 main:574] : INFO : Epoch 1676 | loss: 0.0311884 | val_loss: 0.031195 | Time: 2074.78 ms [2022-02-04 05:47:41 main:574] : INFO : Epoch 1677 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2090.19 ms [2022-02-04 05:47:43 main:574] : INFO : Epoch 1678 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 2097.41 ms [2022-02-04 05:47:45 main:574] : INFO : Epoch 1679 | loss: 0.031187 | val_loss: 0.0311906 | Time: 2089.43 ms [2022-02-04 05:47:48 main:574] : INFO : Epoch 1680 | loss: 0.0311861 | val_loss: 0.0311906 | Time: 2099.33 ms [2022-02-04 05:47:50 main:574] : INFO : Epoch 1681 | loss: 0.0311893 | val_loss: 0.0311921 | Time: 2107.51 ms [2022-02-04 05:47:52 main:574] : INFO : Epoch 1682 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 2105.59 ms [2022-02-04 05:47:54 main:574] : INFO : Epoch 1683 | loss: 0.0311877 | val_loss: 0.0311928 | Time: 2065.76 ms [2022-02-04 05:47:56 main:574] : INFO : Epoch 1684 | loss: 0.0311865 | val_loss: 0.0311935 | Time: 2092.64 ms [2022-02-04 05:47:58 main:574] : INFO : Epoch 1685 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2137.03 ms [2022-02-04 05:48:00 main:574] : INFO : Epoch 1686 | loss: 0.0311867 | val_loss: 0.0312076 | Time: 2101.81 ms [2022-02-04 05:48:02 main:574] : INFO : Epoch 1687 | loss: 0.0311861 | val_loss: 0.031218 | Time: 2091.42 ms [2022-02-04 05:48:05 main:574] : INFO : Epoch 1688 | loss: 0.0311874 | val_loss: 0.0312074 | Time: 2103.47 ms [2022-02-04 05:48:07 main:574] : INFO : Epoch 1689 | loss: 0.0311867 | val_loss: 0.0312042 | Time: 2096 ms [2022-02-04 05:48:09 main:574] : INFO : Epoch 1690 | loss: 0.0311871 | val_loss: 0.0312014 | Time: 2143.17 ms [2022-02-04 05:48:11 main:574] : INFO : Epoch 1691 | loss: 0.0311876 | val_loss: 0.0311921 | Time: 2071.87 ms [2022-02-04 05:48:13 main:574] : INFO : Epoch 1692 | loss: 0.0311869 | val_loss: 0.0311926 | Time: 2105.11 ms [2022-02-04 05:48:15 main:574] : INFO : Epoch 1693 | loss: 0.0311867 | val_loss: 0.0311939 | Time: 2102.16 ms [2022-02-04 05:48:17 main:574] : INFO : Epoch 1694 | loss: 0.0311866 | val_loss: 0.0311921 | Time: 2096.62 ms [2022-02-04 05:48:19 main:574] : INFO : Epoch 1695 | loss: 0.0311864 | val_loss: 0.031193 | Time: 2106.78 ms [2022-02-04 05:48:22 main:574] : INFO : Epoch 1696 | loss: 0.0311857 | val_loss: 0.0311939 | Time: 2109.35 ms [2022-02-04 05:48:24 main:574] : INFO : Epoch 1697 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 2073.65 ms [2022-02-04 05:48:26 main:574] : INFO : Epoch 1698 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 2082.41 ms [2022-02-04 05:48:28 main:574] : INFO : Epoch 1699 | loss: 0.0311874 | val_loss: 0.0311936 | Time: 2094.99 ms [2022-02-04 05:48:30 main:574] : INFO : Epoch 1700 | loss: 0.0311877 | val_loss: 0.0312058 | Time: 2096.41 ms [2022-02-04 05:48:32 main:574] : INFO : Epoch 1701 | loss: 0.0311873 | val_loss: 0.0311937 | Time: 2106.58 ms [2022-02-04 05:48:34 main:574] : INFO : Epoch 1702 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 2133.86 ms [2022-02-04 05:48:36 main:574] : INFO : Epoch 1703 | loss: 0.0311878 | val_loss: 0.0312111 | Time: 2102.07 ms [2022-02-04 05:48:38 main:574] : INFO : Epoch 1704 | loss: 0.0311882 | val_loss: 0.0312064 | Time: 2086.26 ms [2022-02-04 05:48:41 main:574] : INFO : Epoch 1705 | loss: 0.031187 | val_loss: 0.0312015 | Time: 2122.01 ms [2022-02-04 05:48:43 main:574] : INFO : Epoch 1706 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 2056.92 ms [2022-02-04 05:48:45 main:574] : INFO : Epoch 1707 | loss: 0.0311868 | val_loss: 0.0311951 | Time: 2111.67 ms [2022-02-04 05:48:47 main:574] : INFO : Epoch 1708 | loss: 0.0311866 | val_loss: 0.0311933 | Time: 2109.19 ms [2022-02-04 05:48:49 main:574] : INFO : Epoch 1709 | loss: 0.0311859 | val_loss: 0.031192 | Time: 2096.09 ms [2022-02-04 05:48:51 main:574] : INFO : Epoch 1710 | loss: 0.0311857 | val_loss: 0.0311943 | Time: 2108.83 ms [2022-02-04 05:48:53 main:574] : INFO : Epoch 1711 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 2094.65 ms [2022-02-04 05:48:55 main:574] : INFO : Epoch 1712 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 2124.48 ms [2022-02-04 05:48:57 main:574] : INFO : Epoch 1713 | loss: 0.0311864 | val_loss: 0.0311943 | Time: 2116.46 ms [2022-02-04 05:49:00 main:574] : INFO : Epoch 1714 | loss: 0.0311862 | val_loss: 0.0311961 | Time: 2067.05 ms [2022-02-04 05:49:02 main:574] : INFO : Epoch 1715 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 2107.97 ms [2022-02-04 05:49:04 main:574] : INFO : Epoch 1716 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 2121.22 ms [2022-02-04 05:49:06 main:574] : INFO : Epoch 1717 | loss: 0.0311876 | val_loss: 0.0311981 | Time: 2102.94 ms [2022-02-04 05:49:08 main:574] : INFO : Epoch 1718 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 2098.97 ms [2022-02-04 05:49:10 main:574] : INFO : Epoch 1719 | loss: 0.0311861 | val_loss: 0.0311934 | Time: 2125.7 ms [2022-02-04 05:49:12 main:574] : INFO : Epoch 1720 | loss: 0.0311872 | val_loss: 0.0311993 | Time: 2064.4 ms [2022-02-04 05:49:14 main:574] : INFO : Epoch 1721 | loss: 0.031189 | val_loss: 0.0311938 | Time: 2111.91 ms [2022-02-04 05:49:17 main:574] : INFO : Epoch 1722 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 2149.96 ms [2022-02-04 05:49:19 main:574] : INFO : Epoch 1723 | loss: 0.0311853 | val_loss: 0.0311944 | Time: 2200.02 ms [2022-02-04 05:49:21 main:574] : INFO : Epoch 1724 | loss: 0.0311857 | val_loss: 0.031192 | Time: 2079.22 ms [2022-02-04 05:49:23 main:574] : INFO : Epoch 1725 | loss: 0.0311858 | val_loss: 0.0311952 | Time: 2080.31 ms [2022-02-04 05:49:25 main:574] : INFO : Epoch 1726 | loss: 0.031186 | val_loss: 0.0311919 | Time: 2079.96 ms [2022-02-04 05:49:27 main:574] : INFO : Epoch 1727 | loss: 0.0311862 | val_loss: 0.0311939 | Time: 2079.99 ms [2022-02-04 05:49:29 main:574] : INFO : Epoch 1728 | loss: 0.0311862 | val_loss: 0.0311952 | Time: 2121.68 ms [2022-02-04 05:49:31 main:574] : INFO : Epoch 1729 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 2080.64 ms [2022-02-04 05:49:34 main:574] : INFO : Epoch 1730 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 2108.57 ms [2022-02-04 05:49:36 main:574] : INFO : Epoch 1731 | loss: 0.0311914 | val_loss: 0.031198 | Time: 2116.13 ms [2022-02-04 05:49:38 main:574] : INFO : Epoch 1732 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 2124.27 ms [2022-02-04 05:49:40 main:574] : INFO : Epoch 1733 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 2123.59 ms [2022-02-04 05:49:42 main:574] : INFO : Epoch 1734 | loss: 0.0311863 | val_loss: 0.0311928 | Time: 2083.99 ms [2022-02-04 05:49:44 main:574] : INFO : Epoch 1735 | loss: 0.0311853 | val_loss: 0.0311924 | Time: 2125.27 ms [2022-02-04 05:49:46 main:574] : INFO : Epoch 1736 | loss: 0.0311852 | val_loss: 0.0311921 | Time: 2093.29 ms [2022-02-04 05:49:48 main:574] : INFO : Epoch 1737 | loss: 0.0311852 | val_loss: 0.0311942 | Time: 2076.13 ms [2022-02-04 05:49:50 main:574] : INFO : Epoch 1738 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 2106.44 ms [2022-02-04 05:49:53 main:574] : INFO : Epoch 1739 | loss: 0.0311862 | val_loss: 0.031192 | Time: 2107.39 ms [2022-02-04 05:49:55 main:574] : INFO : Epoch 1740 | loss: 0.0311864 | val_loss: 0.031195 | Time: 2109.19 ms [2022-02-04 05:49:57 main:574] : INFO : Epoch 1741 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 2086.64 ms [2022-02-04 05:49:59 main:574] : INFO : Epoch 1742 | loss: 0.0311855 | val_loss: 0.0311952 | Time: 2129.16 ms [2022-02-04 05:50:01 main:574] : INFO : Epoch 1743 | loss: 0.0311869 | val_loss: 0.0311915 | Time: 2107.81 ms [2022-02-04 05:50:03 main:574] : INFO : Epoch 1744 | loss: 0.0311851 | val_loss: 0.0311905 | Time: 2077.16 ms [2022-02-04 05:50:05 main:574] : INFO : Epoch 1745 | loss: 0.0311854 | val_loss: 0.0311918 | Time: 2077.13 ms [2022-02-04 05:50:07 main:574] : INFO : Epoch 1746 | loss: 0.0311856 | val_loss: 0.0311929 | Time: 2089.61 ms [2022-02-04 05:50:09 main:574] : INFO : Epoch 1747 | loss: 0.031185 | val_loss: 0.0311931 | Time: 2080.42 ms [2022-02-04 05:50:12 main:574] : INFO : Epoch 1748 | loss: 0.0311868 | val_loss: 0.0311981 | Time: 2153.95 ms [2022-02-04 05:50:14 main:574] : INFO : Epoch 1749 | loss: 0.0311883 | val_loss: 0.0311927 | Time: 2111.15 ms [2022-02-04 05:50:16 main:574] : INFO : Epoch 1750 | loss: 0.0311884 | val_loss: 0.0311978 | Time: 2091.6 ms [2022-02-04 05:50:18 main:574] : INFO : Epoch 1751 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 2094.57 ms [2022-02-04 05:50:20 main:574] : INFO : Epoch 1752 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 2091.43 ms [2022-02-04 05:50:22 main:574] : INFO : Epoch 1753 | loss: 0.0311861 | val_loss: 0.0311989 | Time: 2118.93 ms [2022-02-04 05:50:24 main:574] : INFO : Epoch 1754 | loss: 0.0311865 | val_loss: 0.0311934 | Time: 2087.75 ms [2022-02-04 05:50:26 main:574] : INFO : Epoch 1755 | loss: 0.0311863 | val_loss: 0.0311912 | Time: 2081.92 ms [2022-02-04 05:50:29 main:574] : INFO : Epoch 1756 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2100.06 ms [2022-02-04 05:50:31 main:574] : INFO : Epoch 1757 | loss: 0.0311868 | val_loss: 0.0311938 | Time: 2110.74 ms [2022-02-04 05:50:33 main:574] : INFO : Epoch 1758 | loss: 0.031186 | val_loss: 0.0311913 | Time: 2138.47 ms [2022-02-04 05:50:35 main:574] : INFO : Epoch 1759 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 2107.92 ms [2022-02-04 05:50:37 main:574] : INFO : Epoch 1760 | loss: 0.031186 | val_loss: 0.0311967 | Time: 2071.13 ms [2022-02-04 05:50:39 main:574] : INFO : Epoch 1761 | loss: 0.0311872 | val_loss: 0.0311979 | Time: 2086.66 ms [2022-02-04 05:50:41 main:574] : INFO : Epoch 1762 | loss: 0.0311866 | val_loss: 0.0311927 | Time: 2100.93 ms [2022-02-04 05:50:43 main:574] : INFO : Epoch 1763 | loss: 0.0311865 | val_loss: 0.0311918 | Time: 2118.59 ms [2022-02-04 05:50:45 main:574] : INFO : Epoch 1764 | loss: 0.0311875 | val_loss: 0.0311921 | Time: 2120.37 ms [2022-02-04 05:50:48 main:574] : INFO : Epoch 1765 | loss: 0.0311874 | val_loss: 0.0311935 | Time: 2113.79 ms [2022-02-04 05:50:50 main:574] : INFO : Epoch 1766 | loss: 0.0311863 | val_loss: 0.03119 | Time: 2096.95 ms [2022-02-04 05:50:52 main:574] : INFO : Epoch 1767 | loss: 0.0311866 | val_loss: 0.0311932 | Time: 2123.54 ms [2022-02-04 05:50:54 main:574] : INFO : Epoch 1768 | loss: 0.0311871 | val_loss: 0.0311931 | Time: 2084.28 ms [2022-02-04 05:50:56 main:574] : INFO : Epoch 1769 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 2107.85 ms [2022-02-04 05:50:58 main:574] : INFO : Epoch 1770 | loss: 0.0311854 | val_loss: 0.0311926 | Time: 2065.33 ms [2022-02-04 05:51:00 main:574] : INFO : Epoch 1771 | loss: 0.0311859 | val_loss: 0.0311915 | Time: 2112.16 ms [2022-02-04 05:51:02 main:574] : INFO : Epoch 1772 | loss: 0.031187 | val_loss: 0.0311975 | Time: 2069.72 ms [2022-02-04 05:51:05 main:574] : INFO : Epoch 1773 | loss: 0.0311862 | val_loss: 0.0311933 | Time: 2066.32 ms [2022-02-04 05:51:07 main:574] : INFO : Epoch 1774 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 2114.09 ms [2022-02-04 05:51:09 main:574] : INFO : Epoch 1775 | loss: 0.031185 | val_loss: 0.0311928 | Time: 2111.05 ms [2022-02-04 05:51:11 main:574] : INFO : Epoch 1776 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 2102.77 ms [2022-02-04 05:51:13 main:574] : INFO : Epoch 1777 | loss: 0.0311858 | val_loss: 0.0311906 | Time: 2161.2 ms [2022-02-04 05:51:15 main:574] : INFO : Epoch 1778 | loss: 0.0311861 | val_loss: 0.0311936 | Time: 2084.34 ms [2022-02-04 05:51:17 main:574] : INFO : Epoch 1779 | loss: 0.0311862 | val_loss: 0.0311937 | Time: 2091.92 ms [2022-02-04 05:51:19 main:574] : INFO : Epoch 1780 | loss: 0.031186 | val_loss: 0.0311937 | Time: 2121.96 ms [2022-02-04 05:51:21 main:574] : INFO : Epoch 1781 | loss: 0.031185 | val_loss: 0.0311928 | Time: 2102.05 ms [2022-02-04 05:51:24 main:574] : INFO : Epoch 1782 | loss: 0.0311856 | val_loss: 0.0311942 | Time: 2088.53 ms [2022-02-04 05:51:26 main:574] : INFO : Epoch 1783 | loss: 0.0311846 | val_loss: 0.0311918 | Time: 2152.18 ms [2022-02-04 05:51:28 main:574] : INFO : Epoch 1784 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 2118.47 ms [2022-02-04 05:51:30 main:574] : INFO : Epoch 1785 | loss: 0.0311848 | val_loss: 0.0311927 | Time: 2101.09 ms [2022-02-04 05:51:32 main:574] : INFO : Epoch 1786 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 2109.54 ms [2022-02-04 05:51:34 main:574] : INFO : Epoch 1787 | loss: 0.0311855 | val_loss: 0.0311938 | Time: 2129.9 ms [2022-02-04 05:51:36 main:574] : INFO : Epoch 1788 | loss: 0.0311851 | val_loss: 0.0311947 | Time: 2107.67 ms [2022-02-04 05:51:39 main:574] : INFO : Epoch 1789 | loss: 0.0311854 | val_loss: 0.031197 | Time: 2140.12 ms [2022-02-04 05:51:41 main:574] : INFO : Epoch 1790 | loss: 0.0311861 | val_loss: 0.031194 | Time: 2137.96 ms [2022-02-04 05:51:43 main:574] : INFO : Epoch 1791 | loss: 0.0311852 | val_loss: 0.0311933 | Time: 2110.59 ms [2022-02-04 05:51:45 main:574] : INFO : Epoch 1792 | loss: 0.031185 | val_loss: 0.0311918 | Time: 2116.12 ms [2022-02-04 05:51:47 main:574] : INFO : Epoch 1793 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 2130.79 ms [2022-02-04 05:51:49 main:574] : INFO : Epoch 1794 | loss: 0.0311879 | val_loss: 0.0311943 | Time: 2100.57 ms [2022-02-04 05:51:51 main:574] : INFO : Epoch 1795 | loss: 0.0311866 | val_loss: 0.0311939 | Time: 2062.71 ms [2022-02-04 05:51:53 main:574] : INFO : Epoch 1796 | loss: 0.0311853 | val_loss: 0.0311931 | Time: 2084.06 ms [2022-02-04 05:51:56 main:574] : INFO : Epoch 1797 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 2108.55 ms [2022-02-04 05:51:58 main:574] : INFO : Epoch 1798 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 2082.05 ms [2022-02-04 05:52:00 main:574] : INFO : Epoch 1799 | loss: 0.0311978 | val_loss: 0.0311954 | Time: 2101.32 ms [2022-02-04 05:52:02 main:574] : INFO : Epoch 1800 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 2115.51 ms [2022-02-04 05:52:04 main:574] : INFO : Epoch 1801 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 2166.84 ms [2022-02-04 05:52:06 main:574] : INFO : Epoch 1802 | loss: 0.0311849 | val_loss: 0.031193 | Time: 2077.21 ms [2022-02-04 05:52:08 main:574] : INFO : Epoch 1803 | loss: 0.0311848 | val_loss: 0.0311925 | Time: 2078.27 ms [2022-02-04 05:52:10 main:574] : INFO : Epoch 1804 | loss: 0.0311863 | val_loss: 0.0311943 | Time: 2122.95 ms [2022-02-04 05:52:12 main:574] : INFO : Epoch 1805 | loss: 0.0311864 | val_loss: 0.0311981 | Time: 2056.94 ms [2022-02-04 05:52:15 main:574] : INFO : Epoch 1806 | loss: 0.0311873 | val_loss: 0.0312017 | Time: 2064.64 ms [2022-02-04 05:52:17 main:574] : INFO : Epoch 1807 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 2090.47 ms [2022-02-04 05:52:19 main:574] : INFO : Epoch 1808 | loss: 0.031185 | val_loss: 0.0311935 | Time: 2131.55 ms [2022-02-04 05:52:21 main:574] : INFO : Epoch 1809 | loss: 0.031185 | val_loss: 0.0311933 | Time: 2103.52 ms [2022-02-04 05:52:23 main:574] : INFO : Epoch 1810 | loss: 0.0311852 | val_loss: 0.0311944 | Time: 2108.55 ms [2022-02-04 05:52:25 main:574] : INFO : Epoch 1811 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 2083.99 ms [2022-02-04 05:52:27 main:574] : INFO : Epoch 1812 | loss: 0.0311848 | val_loss: 0.0311968 | Time: 2140.15 ms [2022-02-04 05:52:29 main:574] : INFO : Epoch 1813 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 2101.17 ms [2022-02-04 05:52:32 main:574] : INFO : Epoch 1814 | loss: 0.0311849 | val_loss: 0.0311948 | Time: 2086.47 ms [2022-02-04 05:52:34 main:574] : INFO : Epoch 1815 | loss: 0.0311847 | val_loss: 0.031194 | Time: 2116.51 ms [2022-02-04 05:52:36 main:574] : INFO : Epoch 1816 | loss: 0.0311851 | val_loss: 0.0311944 | Time: 2122.11 ms [2022-02-04 05:52:38 main:574] : INFO : Epoch 1817 | loss: 0.031184 | val_loss: 0.0311967 | Time: 2103.98 ms [2022-02-04 05:52:40 main:574] : INFO : Epoch 1818 | loss: 0.0311847 | val_loss: 0.0311925 | Time: 2082.75 ms [2022-02-04 05:52:42 main:574] : INFO : Epoch 1819 | loss: 0.0311848 | val_loss: 0.0311926 | Time: 2126.31 ms [2022-02-04 05:52:44 main:574] : INFO : Epoch 1820 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 2109.27 ms [2022-02-04 05:52:46 main:574] : INFO : Epoch 1821 | loss: 0.0311849 | val_loss: 0.0311941 | Time: 2094.53 ms [2022-02-04 05:52:49 main:574] : INFO : Epoch 1822 | loss: 0.0311855 | val_loss: 0.0311964 | Time: 2132.2 ms [2022-02-04 05:52:51 main:574] : INFO : Epoch 1823 | loss: 0.0311845 | val_loss: 0.0311936 | Time: 2129.83 ms [2022-02-04 05:52:53 main:574] : INFO : Epoch 1824 | loss: 0.0311854 | val_loss: 0.0311943 | Time: 2101.55 ms [2022-02-04 05:52:55 main:574] : INFO : Epoch 1825 | loss: 0.031184 | val_loss: 0.0311928 | Time: 2085.72 ms [2022-02-04 05:52:57 main:574] : INFO : Epoch 1826 | loss: 0.0311859 | val_loss: 0.0311909 | Time: 2127.31 ms [2022-02-04 05:52:59 main:574] : INFO : Epoch 1827 | loss: 0.0311867 | val_loss: 0.0311934 | Time: 2117.92 ms [2022-02-04 05:53:01 main:574] : INFO : Epoch 1828 | loss: 0.0311856 | val_loss: 0.0311975 | Time: 2157.2 ms [2022-02-04 05:53:03 main:574] : INFO : Epoch 1829 | loss: 0.0311861 | val_loss: 0.031195 | Time: 2154.86 ms [2022-02-04 05:53:06 main:574] : INFO : Epoch 1830 | loss: 0.0311873 | val_loss: 0.031194 | Time: 2128.24 ms [2022-02-04 05:53:08 main:574] : INFO : Epoch 1831 | loss: 0.0311858 | val_loss: 0.0311947 | Time: 2107.04 ms [2022-02-04 05:53:10 main:574] : INFO : Epoch 1832 | loss: 0.0311845 | val_loss: 0.0311953 | Time: 2138.16 ms [2022-02-04 05:53:12 main:574] : INFO : Epoch 1833 | loss: 0.0311852 | val_loss: 0.0311932 | Time: 2155.75 ms [2022-02-04 05:53:14 main:574] : INFO : Epoch 1834 | loss: 0.0311839 | val_loss: 0.0311942 | Time: 2104.97 ms [2022-02-04 05:53:16 main:574] : INFO : Epoch 1835 | loss: 0.0311854 | val_loss: 0.0312027 | Time: 2087.56 ms [2022-02-04 05:53:18 main:574] : INFO : Epoch 1836 | loss: 0.0311852 | val_loss: 0.0311944 | Time: 2148.88 ms [2022-02-04 05:53:21 main:574] : INFO : Epoch 1837 | loss: 0.0311867 | val_loss: 0.0311923 | Time: 2095.18 ms [2022-02-04 05:53:23 main:574] : INFO : Epoch 1838 | loss: 0.03119 | val_loss: 0.0311965 | Time: 2126.09 ms [2022-02-04 05:53:25 main:574] : INFO : Epoch 1839 | loss: 0.0311851 | val_loss: 0.0311946 | Time: 2091.74 ms [2022-02-04 05:53:27 main:574] : INFO : Epoch 1840 | loss: 0.0311842 | val_loss: 0.031192 | Time: 2126.86 ms [2022-02-04 05:53:29 main:574] : INFO : Epoch 1841 | loss: 0.0311866 | val_loss: 0.0311983 | Time: 2146.83 ms [2022-02-04 05:53:31 main:574] : INFO : Epoch 1842 | loss: 0.0311858 | val_loss: 0.0311956 | Time: 2123.37 ms [2022-02-04 05:53:33 main:574] : INFO : Epoch 1843 | loss: 0.0311852 | val_loss: 0.0311946 | Time: 2108.54 ms [2022-02-04 05:53:36 main:574] : INFO : Epoch 1844 | loss: 0.0311853 | val_loss: 0.0311921 | Time: 2125.11 ms [2022-02-04 05:53:38 main:574] : INFO : Epoch 1845 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 2116.28 ms [2022-02-04 05:53:40 main:574] : INFO : Epoch 1846 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 2119.05 ms [2022-02-04 05:53:42 main:574] : INFO : Epoch 1847 | loss: 0.031186 | val_loss: 0.0311917 | Time: 2089.76 ms [2022-02-04 05:53:44 main:574] : INFO : Epoch 1848 | loss: 0.0311838 | val_loss: 0.031192 | Time: 2075.6 ms [2022-02-04 05:53:46 main:574] : INFO : Epoch 1849 | loss: 0.031184 | val_loss: 0.0311925 | Time: 2108.4 ms [2022-02-04 05:53:48 main:574] : INFO : Epoch 1850 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 2160.07 ms [2022-02-04 05:53:51 main:574] : INFO : Epoch 1851 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 2176.71 ms [2022-02-04 05:53:53 main:574] : INFO : Epoch 1852 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 2128.41 ms [2022-02-04 05:53:55 main:574] : INFO : Epoch 1853 | loss: 0.031184 | val_loss: 0.0311926 | Time: 2083.83 ms [2022-02-04 05:53:57 main:574] : INFO : Epoch 1854 | loss: 0.0311854 | val_loss: 0.0311954 | Time: 2081.06 ms [2022-02-04 05:53:59 main:574] : INFO : Epoch 1855 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 2133.1 ms [2022-02-04 05:54:01 main:574] : INFO : Epoch 1856 | loss: 0.0311854 | val_loss: 0.0311959 | Time: 2156 ms [2022-02-04 05:54:03 main:574] : INFO : Epoch 1857 | loss: 0.0311843 | val_loss: 0.031192 | Time: 2099.41 ms [2022-02-04 05:54:06 main:574] : INFO : Epoch 1858 | loss: 0.031186 | val_loss: 0.0311939 | Time: 2117.41 ms [2022-02-04 05:54:08 main:574] : INFO : Epoch 1859 | loss: 0.0311859 | val_loss: 0.0311914 | Time: 2127.72 ms [2022-02-04 05:54:10 main:574] : INFO : Epoch 1860 | loss: 0.0311859 | val_loss: 0.0311975 | Time: 2154.5 ms [2022-02-04 05:54:12 main:574] : INFO : Epoch 1861 | loss: 0.031186 | val_loss: 0.0311919 | Time: 2150.9 ms [2022-02-04 05:54:14 main:574] : INFO : Epoch 1862 | loss: 0.031184 | val_loss: 0.0311944 | Time: 2125.28 ms [2022-02-04 05:54:16 main:574] : INFO : Epoch 1863 | loss: 0.0311843 | val_loss: 0.0311923 | Time: 2171.68 ms [2022-02-04 05:54:19 main:574] : INFO : Epoch 1864 | loss: 0.0311839 | val_loss: 0.0311918 | Time: 2196.48 ms [2022-02-04 05:54:21 main:574] : INFO : Epoch 1865 | loss: 0.0311843 | val_loss: 0.0311974 | Time: 2172.7 ms [2022-02-04 05:54:23 main:574] : INFO : Epoch 1866 | loss: 0.0311859 | val_loss: 0.0312013 | Time: 2122.34 ms [2022-02-04 05:54:25 main:574] : INFO : Epoch 1867 | loss: 0.0311855 | val_loss: 0.0311964 | Time: 2177.46 ms [2022-02-04 05:54:27 main:574] : INFO : Epoch 1868 | loss: 0.0311845 | val_loss: 0.0311943 | Time: 2138.7 ms [2022-02-04 05:54:29 main:574] : INFO : Epoch 1869 | loss: 0.0311837 | val_loss: 0.0311945 | Time: 2165.14 ms [2022-02-04 05:54:32 main:574] : INFO : Epoch 1870 | loss: 0.0311869 | val_loss: 0.0311986 | Time: 2135.74 ms [2022-02-04 05:54:34 main:574] : INFO : Epoch 1871 | loss: 0.0311962 | val_loss: 0.0312105 | Time: 2157.03 ms [2022-02-04 05:54:36 main:574] : INFO : Epoch 1872 | loss: 0.0311935 | val_loss: 0.0311973 | Time: 2144.85 ms [2022-02-04 05:54:38 main:574] : INFO : Epoch 1873 | loss: 0.0311859 | val_loss: 0.0311934 | Time: 2150.69 ms [2022-02-04 05:54:40 main:574] : INFO : Epoch 1874 | loss: 0.0311848 | val_loss: 0.0311964 | Time: 2164.8 ms [2022-02-04 05:54:42 main:574] : INFO : Epoch 1875 | loss: 0.0311841 | val_loss: 0.0311933 | Time: 2137.08 ms [2022-02-04 05:54:45 main:574] : INFO : Epoch 1876 | loss: 0.0311864 | val_loss: 0.0311945 | Time: 2146.88 ms [2022-02-04 05:54:47 main:574] : INFO : Epoch 1877 | loss: 0.0311851 | val_loss: 0.0311928 | Time: 2139.44 ms [2022-02-04 05:54:49 main:574] : INFO : Epoch 1878 | loss: 0.0311855 | val_loss: 0.031192 | Time: 2121.28 ms [2022-02-04 05:54:51 main:574] : INFO : Epoch 1879 | loss: 0.0311851 | val_loss: 0.0311952 | Time: 2134.81 ms [2022-02-04 05:54:53 main:574] : INFO : Epoch 1880 | loss: 0.0311885 | val_loss: 0.0311928 | Time: 2172.36 ms [2022-02-04 05:54:55 main:574] : INFO : Epoch 1881 | loss: 0.0311848 | val_loss: 0.0311976 | Time: 2166.32 ms [2022-02-04 05:54:58 main:574] : INFO : Epoch 1882 | loss: 0.0311867 | val_loss: 0.0311938 | Time: 2132.02 ms [2022-02-04 05:55:00 main:574] : INFO : Epoch 1883 | loss: 0.0311845 | val_loss: 0.0311922 | Time: 2158.62 ms [2022-02-04 05:55:02 main:574] : INFO : Epoch 1884 | loss: 0.0311876 | val_loss: 0.0311914 | Time: 2114.27 ms [2022-02-04 05:55:04 main:574] : INFO : Epoch 1885 | loss: 0.0311857 | val_loss: 0.0311926 | Time: 2114.02 ms [2022-02-04 05:55:06 main:574] : INFO : Epoch 1886 | loss: 0.0311839 | val_loss: 0.0311924 | Time: 2107.3 ms [2022-02-04 05:55:08 main:574] : INFO : Epoch 1887 | loss: 0.0311856 | val_loss: 0.0311951 | Time: 2108.34 ms [2022-02-04 05:55:10 main:574] : INFO : Epoch 1888 | loss: 0.0311833 | val_loss: 0.0311935 | Time: 2151.23 ms [2022-02-04 05:55:13 main:574] : INFO : Epoch 1889 | loss: 0.031184 | val_loss: 0.0311939 | Time: 2116.6 ms [2022-02-04 05:55:15 main:574] : INFO : Epoch 1890 | loss: 0.0311843 | val_loss: 0.0311913 | Time: 2101.44 ms [2022-02-04 05:55:17 main:574] : INFO : Epoch 1891 | loss: 0.0311857 | val_loss: 0.0311929 | Time: 2161.39 ms [2022-02-04 05:55:19 main:574] : INFO : Epoch 1892 | loss: 0.0311843 | val_loss: 0.0311942 | Time: 2176.24 ms [2022-02-04 05:55:21 main:574] : INFO : Epoch 1893 | loss: 0.0311866 | val_loss: 0.0311939 | Time: 2181.79 ms [2022-02-04 05:55:23 main:574] : INFO : Epoch 1894 | loss: 0.0311846 | val_loss: 0.0311943 | Time: 2132.79 ms [2022-02-04 05:55:26 main:574] : INFO : Epoch 1895 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 2135.79 ms [2022-02-04 05:55:28 main:574] : INFO : Epoch 1896 | loss: 0.0311858 | val_loss: 0.0311976 | Time: 2184.44 ms [2022-02-04 05:55:30 main:574] : INFO : Epoch 1897 | loss: 0.0311856 | val_loss: 0.0311945 | Time: 2135.11 ms [2022-02-04 05:55:32 main:574] : INFO : Epoch 1898 | loss: 0.0311855 | val_loss: 0.0311946 | Time: 2152.38 ms [2022-02-04 05:55:34 main:574] : INFO : Epoch 1899 | loss: 0.0311863 | val_loss: 0.0311955 | Time: 2185.3 ms [2022-02-04 05:55:36 main:574] : INFO : Epoch 1900 | loss: 0.0311851 | val_loss: 0.0311986 | Time: 2147.69 ms [2022-02-04 05:55:39 main:574] : INFO : Epoch 1901 | loss: 0.031184 | val_loss: 0.0311939 | Time: 2120.08 ms [2022-02-04 05:55:41 main:574] : INFO : Epoch 1902 | loss: 0.0311837 | val_loss: 0.0311969 | Time: 2113.57 ms [2022-02-04 05:55:43 main:574] : INFO : Epoch 1903 | loss: 0.0311841 | val_loss: 0.031194 | Time: 2113.27 ms [2022-02-04 05:55:45 main:574] : INFO : Epoch 1904 | loss: 0.0311846 | val_loss: 0.0312008 | Time: 2131.4 ms [2022-02-04 05:55:47 main:574] : INFO : Epoch 1905 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 2142.66 ms [2022-02-04 05:55:49 main:574] : INFO : Epoch 1906 | loss: 0.0311869 | val_loss: 0.0311934 | Time: 2143.89 ms [2022-02-04 05:55:51 main:574] : INFO : Epoch 1907 | loss: 0.0311864 | val_loss: 0.0311937 | Time: 2136.2 ms [2022-02-04 05:55:54 main:574] : INFO : Epoch 1908 | loss: 0.0311868 | val_loss: 0.031194 | Time: 2147.72 ms [2022-02-04 05:55:56 main:574] : INFO : Epoch 1909 | loss: 0.0311841 | val_loss: 0.0311945 | Time: 2090.89 ms [2022-02-04 05:55:58 main:574] : INFO : Epoch 1910 | loss: 0.0311857 | val_loss: 0.0312001 | Time: 2165.25 ms [2022-02-04 05:56:00 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.031193 | Time: 2143.54 ms [2022-02-04 05:56:02 main:574] : INFO : Epoch 1912 | loss: 0.0311854 | val_loss: 0.0311986 | Time: 2162.16 ms [2022-02-04 05:56:04 main:574] : INFO : Epoch 1913 | loss: 0.0311856 | val_loss: 0.0311962 | Time: 2153.04 ms [2022-02-04 05:56:07 main:574] : INFO : Epoch 1914 | loss: 0.0311854 | val_loss: 0.0311977 | Time: 2170.06 ms [2022-02-04 05:56:09 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311951 | Time: 2135.75 ms [2022-02-04 05:56:11 main:574] : INFO : Epoch 1916 | loss: 0.0311843 | val_loss: 0.0311949 | Time: 2136.58 ms [2022-02-04 05:56:13 main:574] : INFO : Epoch 1917 | loss: 0.0311844 | val_loss: 0.0311952 | Time: 2103.76 ms [2022-02-04 05:56:15 main:574] : INFO : Epoch 1918 | loss: 0.0311852 | val_loss: 0.0311997 | Time: 2157.29 ms [2022-02-04 05:56:17 main:574] : INFO : Epoch 1919 | loss: 0.031186 | val_loss: 0.0311941 | Time: 2151.25 ms [2022-02-04 05:56:19 main:574] : INFO : Epoch 1920 | loss: 0.031184 | val_loss: 0.0311947 | Time: 2141.9 ms [2022-02-04 05:56:22 main:574] : INFO : Epoch 1921 | loss: 0.0311858 | val_loss: 0.0311978 | Time: 2130.62 ms [2022-02-04 05:56:24 main:574] : INFO : Epoch 1922 | loss: 0.0311872 | val_loss: 0.0312037 | Time: 2109.05 ms [2022-02-04 05:56:26 main:574] : INFO : Epoch 1923 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 2144.56 ms [2022-02-04 05:56:28 main:574] : INFO : Epoch 1924 | loss: 0.031186 | val_loss: 0.0311977 | Time: 2145.74 ms [2022-02-04 05:56:30 main:574] : INFO : Epoch 1925 | loss: 0.0311834 | val_loss: 0.0311948 | Time: 2145.54 ms [2022-02-04 05:56:32 main:574] : INFO : Epoch 1926 | loss: 0.031183 | val_loss: 0.0311957 | Time: 2143.86 ms [2022-02-04 05:56:35 main:574] : INFO : Epoch 1927 | loss: 0.0311834 | val_loss: 0.0311933 | Time: 2121.22 ms [2022-02-04 05:56:37 main:574] : INFO : Epoch 1928 | loss: 0.0311834 | val_loss: 0.0311965 | Time: 2153.19 ms [2022-02-04 05:56:39 main:574] : INFO : Epoch 1929 | loss: 0.0311829 | val_loss: 0.031194 | Time: 2146.16 ms [2022-02-04 05:56:41 main:574] : INFO : Epoch 1930 | loss: 0.0311837 | val_loss: 0.0311933 | Time: 2139.74 ms [2022-02-04 05:56:43 main:574] : INFO : Epoch 1931 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 2147.2 ms [2022-02-04 05:56:45 main:574] : INFO : Epoch 1932 | loss: 0.0311844 | val_loss: 0.0311949 | Time: 2141.02 ms [2022-02-04 05:56:47 main:574] : INFO : Epoch 1933 | loss: 0.0311852 | val_loss: 0.0312033 | Time: 2115.91 ms [2022-02-04 05:56:50 main:574] : INFO : Epoch 1934 | loss: 0.031186 | val_loss: 0.0311947 | Time: 2126.35 ms [2022-02-04 05:56:52 main:574] : INFO : Epoch 1935 | loss: 0.0311848 | val_loss: 0.0311964 | Time: 2153.75 ms [2022-02-04 05:56:54 main:574] : INFO : Epoch 1936 | loss: 0.0311835 | val_loss: 0.0311943 | Time: 2118.31 ms [2022-02-04 05:56:56 main:574] : INFO : Epoch 1937 | loss: 0.031184 | val_loss: 0.0311962 | Time: 2160.4 ms [2022-02-04 05:56:58 main:574] : INFO : Epoch 1938 | loss: 0.0311851 | val_loss: 0.0311927 | Time: 2226.66 ms [2022-02-04 05:57:01 main:574] : INFO : Epoch 1939 | loss: 0.031183 | val_loss: 0.0311948 | Time: 2162.14 ms [2022-02-04 05:57:03 main:574] : INFO : Epoch 1940 | loss: 0.0311832 | val_loss: 0.0311968 | Time: 2183.26 ms [2022-02-04 05:57:05 main:574] : INFO : Epoch 1941 | loss: 0.0311839 | val_loss: 0.0311943 | Time: 2157.27 ms [2022-02-04 05:57:07 main:574] : INFO : Epoch 1942 | loss: 0.0311827 | val_loss: 0.0311953 | Time: 2116.16 ms [2022-02-04 05:57:09 main:574] : INFO : Epoch 1943 | loss: 0.0311846 | val_loss: 0.0312026 | Time: 2171.52 ms [2022-02-04 05:57:11 main:574] : INFO : Epoch 1944 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 2203.19 ms [2022-02-04 05:57:14 main:574] : INFO : Epoch 1945 | loss: 0.0311851 | val_loss: 0.031193 | Time: 2143.23 ms [2022-02-04 05:57:16 main:574] : INFO : Epoch 1946 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 2167.16 ms [2022-02-04 05:57:18 main:574] : INFO : Epoch 1947 | loss: 0.0311855 | val_loss: 0.0311922 | Time: 2145.96 ms [2022-02-04 05:57:20 main:574] : INFO : Epoch 1948 | loss: 0.031184 | val_loss: 0.0311937 | Time: 2149.11 ms [2022-02-04 05:57:22 main:574] : INFO : Epoch 1949 | loss: 0.0311842 | val_loss: 0.0311945 | Time: 2154.89 ms [2022-02-04 05:57:24 main:574] : INFO : Epoch 1950 | loss: 0.0311849 | val_loss: 0.0311928 | Time: 2155.1 ms [2022-02-04 05:57:27 main:574] : INFO : Epoch 1951 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 2168.96 ms [2022-02-04 05:57:29 main:574] : INFO : Epoch 1952 | loss: 0.0311842 | val_loss: 0.0311961 | Time: 2141.26 ms [2022-02-04 05:57:31 main:574] : INFO : Epoch 1953 | loss: 0.0311849 | val_loss: 0.0311967 | Time: 2205.05 ms [2022-02-04 05:57:33 main:574] : INFO : Epoch 1954 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 2157.74 ms [2022-02-04 05:57:35 main:574] : INFO : Epoch 1955 | loss: 0.0311838 | val_loss: 0.0311956 | Time: 2183.54 ms [2022-02-04 05:57:37 main:574] : INFO : Epoch 1956 | loss: 0.0311829 | val_loss: 0.0311942 | Time: 2156.59 ms [2022-02-04 05:57:40 main:574] : INFO : Epoch 1957 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 2183.67 ms [2022-02-04 05:57:42 main:574] : INFO : Epoch 1958 | loss: 0.0311833 | val_loss: 0.0311942 | Time: 2128.98 ms [2022-02-04 05:57:44 main:574] : INFO : Epoch 1959 | loss: 0.0311851 | val_loss: 0.0311939 | Time: 2176.89 ms [2022-02-04 05:57:46 main:574] : INFO : Epoch 1960 | loss: 0.0311866 | val_loss: 0.0311962 | Time: 2128.24 ms [2022-02-04 05:57:48 main:574] : INFO : Epoch 1961 | loss: 0.0311856 | val_loss: 0.0311953 | Time: 2161.04 ms [2022-02-04 05:57:51 main:574] : INFO : Epoch 1962 | loss: 0.031183 | val_loss: 0.0311961 | Time: 2151.34 ms [2022-02-04 05:57:53 main:574] : INFO : Epoch 1963 | loss: 0.0311839 | val_loss: 0.0311976 | Time: 2178.01 ms [2022-02-04 05:57:55 main:574] : INFO : Epoch 1964 | loss: 0.0311842 | val_loss: 0.0311944 | Time: 2144.62 ms [2022-02-04 05:57:57 main:574] : INFO : Epoch 1965 | loss: 0.0311843 | val_loss: 0.0312005 | Time: 2125.39 ms [2022-02-04 05:57:59 main:574] : INFO : Epoch 1966 | loss: 0.0311846 | val_loss: 0.0311941 | Time: 2151.06 ms [2022-02-04 05:58:01 main:574] : INFO : Epoch 1967 | loss: 0.0311842 | val_loss: 0.0311969 | Time: 2164.45 ms [2022-02-04 05:58:04 main:574] : INFO : Epoch 1968 | loss: 0.0311841 | val_loss: 0.0311953 | Time: 2187.81 ms [2022-02-04 05:58:06 main:574] : INFO : Epoch 1969 | loss: 0.0311851 | val_loss: 0.0311946 | Time: 2143.75 ms [2022-02-04 05:58:08 main:574] : INFO : Epoch 1970 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 2138.33 ms [2022-02-04 05:58:10 main:574] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0311937 | Time: 2152.91 ms [2022-02-04 05:58:12 main:574] : INFO : Epoch 1972 | loss: 0.0311849 | val_loss: 0.0312004 | Time: 2165.05 ms [2022-02-04 05:58:14 main:574] : INFO : Epoch 1973 | loss: 0.0311861 | val_loss: 0.0311982 | Time: 2144.5 ms [2022-02-04 05:58:17 main:574] : INFO : Epoch 1974 | loss: 0.0311847 | val_loss: 0.0311962 | Time: 2146.28 ms [2022-02-04 05:58:19 main:574] : INFO : Epoch 1975 | loss: 0.031184 | val_loss: 0.0311974 | Time: 2148.75 ms [2022-02-04 05:58:21 main:574] : INFO : Epoch 1976 | loss: 0.031184 | val_loss: 0.0311998 | Time: 2121.81 ms [2022-02-04 05:58:23 main:574] : INFO : Epoch 1977 | loss: 0.0311837 | val_loss: 0.031195 | Time: 2159.72 ms [2022-02-04 05:58:25 main:574] : INFO : Epoch 1978 | loss: 0.0311831 | val_loss: 0.0311958 | Time: 2167.63 ms [2022-02-04 05:58:27 main:574] : INFO : Epoch 1979 | loss: 0.0311828 | val_loss: 0.0311962 | Time: 2186 ms [2022-02-04 05:58:30 main:574] : INFO : Epoch 1980 | loss: 0.0311839 | val_loss: 0.0311963 | Time: 2151.53 ms [2022-02-04 05:58:32 main:574] : INFO : Epoch 1981 | loss: 0.0311843 | val_loss: 0.0312011 | Time: 2182.84 ms [2022-02-04 05:58:34 main:574] : INFO : Epoch 1982 | loss: 0.0311856 | val_loss: 0.0311962 | Time: 2155.17 ms [2022-02-04 05:58:36 main:574] : INFO : Epoch 1983 | loss: 0.0311838 | val_loss: 0.0311958 | Time: 2137.01 ms [2022-02-04 05:58:38 main:574] : INFO : Epoch 1984 | loss: 0.0311861 | val_loss: 0.0311993 | Time: 2168.18 ms [2022-02-04 05:58:40 main:574] : INFO : Epoch 1985 | loss: 0.0311836 | val_loss: 0.0311954 | Time: 2151.76 ms [2022-02-04 05:58:43 main:574] : INFO : Epoch 1986 | loss: 0.0311842 | val_loss: 0.0311976 | Time: 2149.77 ms [2022-02-04 05:58:45 main:574] : INFO : Epoch 1987 | loss: 0.0311839 | val_loss: 0.0311942 | Time: 2156.92 ms [2022-02-04 05:58:47 main:574] : INFO : Epoch 1988 | loss: 0.031184 | val_loss: 0.0311983 | Time: 2139.68 ms [2022-02-04 05:58:49 main:574] : INFO : Epoch 1989 | loss: 0.0311838 | val_loss: 0.0311961 | Time: 2176.12 ms [2022-02-04 05:58:51 main:574] : INFO : Epoch 1990 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 2155.69 ms [2022-02-04 05:58:53 main:574] : INFO : Epoch 1991 | loss: 0.0311831 | val_loss: 0.0311948 | Time: 2100.69 ms [2022-02-04 05:58:56 main:574] : INFO : Epoch 1992 | loss: 0.0311827 | val_loss: 0.0311953 | Time: 2110.6 ms [2022-02-04 05:58:58 main:574] : INFO : Epoch 1993 | loss: 0.0311846 | val_loss: 0.0312008 | Time: 2079.12 ms [2022-02-04 05:59:00 main:574] : INFO : Epoch 1994 | loss: 0.0311836 | val_loss: 0.0311954 | Time: 2113.46 ms [2022-02-04 05:59:02 main:574] : INFO : Epoch 1995 | loss: 0.0311825 | val_loss: 0.0311997 | Time: 2074.29 ms [2022-02-04 05:59:04 main:574] : INFO : Epoch 1996 | loss: 0.0311833 | val_loss: 0.0311942 | Time: 2091.72 ms [2022-02-04 05:59:06 main:574] : INFO : Epoch 1997 | loss: 0.031183 | val_loss: 0.0311967 | Time: 2113.07 ms [2022-02-04 05:59:08 main:574] : INFO : Epoch 1998 | loss: 0.0311828 | val_loss: 0.0312221 | Time: 2143.72 ms [2022-02-04 05:59:10 main:574] : INFO : Epoch 1999 | loss: 0.0311838 | val_loss: 0.0311949 | Time: 2123.47 ms [2022-02-04 05:59:13 main:574] : INFO : Epoch 2000 | loss: 0.031185 | val_loss: 0.0311956 | Time: 2080.77 ms [2022-02-04 05:59:15 main:574] : INFO : Epoch 2001 | loss: 0.0311834 | val_loss: 0.0312002 | Time: 2119.57 ms [2022-02-04 05:59:17 main:574] : INFO : Epoch 2002 | loss: 0.031184 | val_loss: 0.0311977 | Time: 2085.41 ms [2022-02-04 05:59:19 main:574] : INFO : Epoch 2003 | loss: 0.0311829 | val_loss: 0.0311959 | Time: 2135.14 ms [2022-02-04 05:59:21 main:574] : INFO : Epoch 2004 | loss: 0.0311824 | val_loss: 0.031198 | Time: 2141.21 ms [2022-02-04 05:59:23 main:574] : INFO : Epoch 2005 | loss: 0.0311825 | val_loss: 0.0311961 | Time: 2111.08 ms [2022-02-04 05:59:25 main:574] : INFO : Epoch 2006 | loss: 0.0311835 | val_loss: 0.0311966 | Time: 2128.74 ms [2022-02-04 05:59:27 main:574] : INFO : Epoch 2007 | loss: 0.0311835 | val_loss: 0.0311984 | Time: 2088.15 ms [2022-02-04 05:59:30 main:574] : INFO : Epoch 2008 | loss: 0.0311848 | val_loss: 0.0312018 | Time: 2063.02 ms [2022-02-04 05:59:32 main:574] : INFO : Epoch 2009 | loss: 0.0311855 | val_loss: 0.0312249 | Time: 2085.12 ms [2022-02-04 05:59:34 main:574] : INFO : Epoch 2010 | loss: 0.0311848 | val_loss: 0.0312333 | Time: 2090.03 ms [2022-02-04 05:59:36 main:574] : INFO : Epoch 2011 | loss: 0.0311838 | val_loss: 0.031207 | Time: 2078.18 ms [2022-02-04 05:59:38 main:574] : INFO : Epoch 2012 | loss: 0.0311836 | val_loss: 0.0312254 | Time: 2098.97 ms [2022-02-04 05:59:40 main:574] : INFO : Epoch 2013 | loss: 0.0311823 | val_loss: 0.0312221 | Time: 2069.66 ms [2022-02-04 05:59:42 main:574] : INFO : Epoch 2014 | loss: 0.0311831 | val_loss: 0.0312018 | Time: 2078.17 ms [2022-02-04 05:59:44 main:574] : INFO : Epoch 2015 | loss: 0.0311829 | val_loss: 0.031207 | Time: 2080.8 ms [2022-02-04 05:59:46 main:574] : INFO : Epoch 2016 | loss: 0.0311823 | val_loss: 0.0312024 | Time: 2101.53 ms [2022-02-04 05:59:48 main:574] : INFO : Epoch 2017 | loss: 0.0311821 | val_loss: 0.0312233 | Time: 2115.02 ms [2022-02-04 05:59:51 main:574] : INFO : Epoch 2018 | loss: 0.0311821 | val_loss: 0.0312032 | Time: 2086.62 ms [2022-02-04 05:59:53 main:574] : INFO : Epoch 2019 | loss: 0.0311832 | val_loss: 0.0312034 | Time: 2182.11 ms [2022-02-04 05:59:55 main:574] : INFO : Epoch 2020 | loss: 0.0311828 | val_loss: 0.031206 | Time: 2119.89 ms [2022-02-04 05:59:57 main:574] : INFO : Epoch 2021 | loss: 0.0311821 | val_loss: 0.0312073 | Time: 2113.04 ms [2022-02-04 05:59:59 main:574] : INFO : Epoch 2022 | loss: 0.0311827 | val_loss: 0.0312012 | Time: 2115.54 ms [2022-02-04 06:00:01 main:574] : INFO : Epoch 2023 | loss: 0.0311831 | val_loss: 0.0312096 | Time: 2077.67 ms [2022-02-04 06:00:03 main:574] : INFO : Epoch 2024 | loss: 0.0311868 | val_loss: 0.0312149 | Time: 2097.51 ms [2022-02-04 06:00:05 main:574] : INFO : Epoch 2025 | loss: 0.031185 | val_loss: 0.0312107 | Time: 2105.96 ms [2022-02-04 06:00:08 main:574] : INFO : Epoch 2026 | loss: 0.0311829 | val_loss: 0.0312102 | Time: 2104.21 ms [2022-02-04 06:00:10 main:574] : INFO : Epoch 2027 | loss: 0.0311823 | val_loss: 0.0312395 | Time: 2092.29 ms [2022-02-04 06:00:12 main:574] : INFO : Epoch 2028 | loss: 0.0311832 | val_loss: 0.0312071 | Time: 2084.63 ms [2022-02-04 06:00:14 main:574] : INFO : Epoch 2029 | loss: 0.0311836 | val_loss: 0.0312257 | Time: 2100.27 ms [2022-02-04 06:00:16 main:574] : INFO : Epoch 2030 | loss: 0.0311818 | val_loss: 0.0312431 | Time: 2103.94 ms [2022-02-04 06:00:18 main:574] : INFO : Epoch 2031 | loss: 0.0311824 | val_loss: 0.0312082 | Time: 2111.88 ms [2022-02-04 06:00:20 main:574] : INFO : Epoch 2032 | loss: 0.0311821 | val_loss: 0.031231 | Time: 2091.78 ms [2022-02-04 06:00:22 main:574] : INFO : Epoch 2033 | loss: 0.0311815 | val_loss: 0.031207 | Time: 2098.57 ms [2022-02-04 06:00:24 main:574] : INFO : Epoch 2034 | loss: 0.0311824 | val_loss: 0.0312056 | Time: 2089.98 ms [2022-02-04 06:00:27 main:574] : INFO : Epoch 2035 | loss: 0.0311833 | val_loss: 0.0312021 | Time: 2111.09 ms [2022-02-04 06:00:29 main:574] : INFO : Epoch 2036 | loss: 0.0311826 | val_loss: 0.0312331 | Time: 2092.74 ms [2022-02-04 06:00:31 main:574] : INFO : Epoch 2037 | loss: 0.0311811 | val_loss: 0.0312061 | Time: 2076.68 ms [2022-02-04 06:00:33 main:574] : INFO : Epoch 2038 | loss: 0.0311816 | val_loss: 0.0312133 | Time: 2094.8 ms [2022-02-04 06:00:35 main:574] : INFO : Epoch 2039 | loss: 0.0311813 | val_loss: 0.0312061 | Time: 2098.59 ms [2022-02-04 06:00:37 main:574] : INFO : Epoch 2040 | loss: 0.0311812 | val_loss: 0.0312404 | Time: 2098.29 ms [2022-02-04 06:00:39 main:574] : INFO : Epoch 2041 | loss: 0.0311812 | val_loss: 0.0312045 | Time: 2108.65 ms [2022-02-04 06:00:41 main:574] : INFO : Epoch 2042 | loss: 0.0311816 | val_loss: 0.0312359 | Time: 2093.84 ms [2022-02-04 06:00:43 main:574] : INFO : Epoch 2043 | loss: 0.0311824 | val_loss: 0.0312111 | Time: 2112.16 ms [2022-02-04 06:00:46 main:574] : INFO : Epoch 2044 | loss: 0.0311831 | val_loss: 0.0312311 | Time: 2093.8 ms [2022-02-04 06:00:48 main:574] : INFO : Epoch 2045 | loss: 0.0311831 | val_loss: 0.0312125 | Time: 2068.95 ms [2022-02-04 06:00:50 main:574] : INFO : Epoch 2046 | loss: 0.0311824 | val_loss: 0.0312148 | Time: 2116.35 ms [2022-02-04 06:00:52 main:574] : INFO : Epoch 2047 | loss: 0.0311827 | val_loss: 0.0312256 | Time: 2122.74 ms [2022-02-04 06:00:54 main:574] : INFO : Epoch 2048 | loss: 0.0311821 | val_loss: 0.0312041 | Time: 2095.82 ms [2022-02-04 06:00:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312041 [2022-02-04 06:00:54 main:603] : INFO : Saving end state to config to file [2022-02-04 06:00:54 main:608] : INFO : Success, exiting.. 06:00:54 (2356): 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)