Task 5140291
| Name | ParityModified-1619234229-23255-1_0 |
| Workunit | 3087653 |
| Created | 3 May 2021, 19:41:31 UTC |
| Sent | 11 May 2021, 4:23:50 UTC |
| Report deadline | 18 May 2021, 4:23:50 UTC |
| Received | 11 May 2021, 14:30:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 12 sec |
| CPU time | 57 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312011 | val_loss: 0.0312006 | Time: 1665.84 ms [2021-05-11 16:14:58 main:574] : INFO : Epoch 1543 | loss: 0.0312024 | val_loss: 0.0312034 | Time: 1712.13 ms [2021-05-11 16:14:59 main:574] : INFO : Epoch 1544 | loss: 0.0312008 | val_loss: 0.0312004 | Time: 1709.99 ms [2021-05-11 16:15:01 main:574] : INFO : Epoch 1545 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 1698.1 ms [2021-05-11 16:15:03 main:574] : INFO : Epoch 1546 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 1704.47 ms [2021-05-11 16:15:05 main:574] : INFO : Epoch 1547 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 1700.23 ms [2021-05-11 16:15:06 main:574] : INFO : Epoch 1548 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 1681.55 ms [2021-05-11 16:15:08 main:574] : INFO : Epoch 1549 | loss: 0.0311948 | val_loss: 0.0311975 | Time: 1734.21 ms [2021-05-11 16:15:10 main:574] : INFO : Epoch 1550 | loss: 0.0311941 | val_loss: 0.0311997 | Time: 1716.18 ms [2021-05-11 16:15:12 main:574] : INFO : Epoch 1551 | loss: 0.031195 | val_loss: 0.0312046 | Time: 1707.66 ms [2021-05-11 16:15:13 main:574] : INFO : Epoch 1552 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 1733.99 ms [2021-05-11 16:15:15 main:574] : INFO : Epoch 1553 | loss: 0.031194 | val_loss: 0.0311981 | Time: 1674.08 ms [2021-05-11 16:15:17 main:574] : INFO : Epoch 1554 | loss: 0.0311914 | val_loss: 0.0311967 | Time: 1688.23 ms [2021-05-11 16:15:19 main:574] : INFO : Epoch 1555 | loss: 0.0311918 | val_loss: 0.031199 | Time: 1701.08 ms [2021-05-11 16:15:20 main:574] : INFO : Epoch 1556 | loss: 0.0311921 | val_loss: 0.0312018 | Time: 1737.48 ms [2021-05-11 16:15:22 main:574] : INFO : Epoch 1557 | loss: 0.0311957 | val_loss: 0.0312019 | Time: 1712.41 ms [2021-05-11 16:15:24 main:574] : INFO : Epoch 1558 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 1737.75 ms [2021-05-11 16:15:26 main:574] : INFO : Epoch 1559 | loss: 0.0311909 | val_loss: 0.0311963 | Time: 1682.02 ms [2021-05-11 16:15:27 main:574] : INFO : Epoch 1560 | loss: 0.0311902 | val_loss: 0.0311982 | Time: 1698.95 ms [2021-05-11 16:15:29 main:574] : INFO : Epoch 1561 | loss: 0.0311892 | val_loss: 0.0311968 | Time: 1765.14 ms [2021-05-11 16:15:31 main:574] : INFO : Epoch 1562 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 1717.09 ms [2021-05-11 16:15:33 main:574] : INFO : Epoch 1563 | loss: 0.03119 | val_loss: 0.0312042 | Time: 1699.11 ms [2021-05-11 16:15:34 main:574] : INFO : Epoch 1564 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 1698.96 ms [2021-05-11 16:15:36 main:574] : INFO : Epoch 1565 | loss: 0.0311883 | val_loss: 0.0311988 | Time: 1655.15 ms [2021-05-11 16:15:38 main:574] : INFO : Epoch 1566 | loss: 0.0311893 | val_loss: 0.031197 | Time: 1720.72 ms [2021-05-11 16:15:40 main:574] : INFO : Epoch 1567 | loss: 0.0311897 | val_loss: 0.0311959 | Time: 1699.64 ms [2021-05-11 16:15:41 main:574] : INFO : Epoch 1568 | loss: 0.0311893 | val_loss: 0.0312017 | Time: 1709.47 ms [2021-05-11 16:15:43 main:574] : INFO : Epoch 1569 | loss: 0.0311887 | val_loss: 0.0311971 | Time: 1720.54 ms [2021-05-11 16:15:45 main:574] : INFO : Epoch 1570 | loss: 0.0311874 | val_loss: 0.0311993 | Time: 1673.52 ms [2021-05-11 16:15:47 main:574] : INFO : Epoch 1571 | loss: 0.0311884 | val_loss: 0.0311987 | Time: 1680.56 ms [2021-05-11 16:15:48 main:574] : INFO : Epoch 1572 | loss: 0.0311866 | val_loss: 0.0311958 | Time: 1700.88 ms [2021-05-11 16:15:50 main:574] : INFO : Epoch 1573 | loss: 0.031187 | val_loss: 0.0311968 | Time: 1701.28 ms [2021-05-11 16:15:52 main:574] : INFO : Epoch 1574 | loss: 0.0311862 | val_loss: 0.0311954 | Time: 1742.02 ms [2021-05-11 16:15:54 main:574] : INFO : Epoch 1575 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1726.41 ms [2021-05-11 16:15:55 main:574] : INFO : Epoch 1576 | loss: 0.0311857 | val_loss: 0.0311959 | Time: 1656.18 ms [2021-05-11 16:15:57 main:574] : INFO : Epoch 1577 | loss: 0.0311858 | val_loss: 0.0311954 | Time: 1722.64 ms [2021-05-11 16:15:59 main:574] : INFO : Epoch 1578 | loss: 0.0311857 | val_loss: 0.0311976 | Time: 1717.71 ms [2021-05-11 16:16:01 main:574] : INFO : Epoch 1579 | loss: 0.0311859 | val_loss: 0.0311961 | Time: 1708.08 ms [2021-05-11 16:16:02 main:574] : INFO : Epoch 1580 | loss: 0.0311885 | val_loss: 0.031199 | Time: 1728.79 ms [2021-05-11 16:16:04 main:574] : INFO : Epoch 1581 | loss: 0.0311859 | val_loss: 0.0311951 | Time: 1701.78 ms [2021-05-11 16:16:06 main:574] : INFO : Epoch 1582 | loss: 0.0311861 | val_loss: 0.0311959 | Time: 1656.95 ms [2021-05-11 16:16:08 main:574] : INFO : Epoch 1583 | loss: 0.0311856 | val_loss: 0.0311949 | Time: 1690.27 ms [2021-05-11 16:16:09 main:574] : INFO : Epoch 1584 | loss: 0.0311846 | val_loss: 0.031195 | Time: 1724.25 ms [2021-05-11 16:16:11 main:574] : INFO : Epoch 1585 | loss: 0.0311862 | val_loss: 0.0311975 | Time: 1712.59 ms [2021-05-11 16:16:13 main:574] : INFO : Epoch 1586 | loss: 0.0311845 | val_loss: 0.0311977 | Time: 1689.68 ms [2021-05-11 16:16:15 main:574] : INFO : Epoch 1587 | loss: 0.0311877 | val_loss: 0.031194 | Time: 1688.68 ms [2021-05-11 16:16:16 main:574] : INFO : Epoch 1588 | loss: 0.031185 | val_loss: 0.0311957 | Time: 1694.87 ms [2021-05-11 16:16:18 main:574] : INFO : Epoch 1589 | loss: 0.0311852 | val_loss: 0.0311938 | Time: 1694.53 ms [2021-05-11 16:16:20 main:574] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.0311955 | Time: 1710.09 ms [2021-05-11 16:16:22 main:574] : INFO : Epoch 1591 | loss: 0.0311927 | val_loss: 0.0311986 | Time: 1697.86 ms [2021-05-11 16:16:23 main:574] : INFO : Epoch 1592 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 1693.66 ms [2021-05-11 16:16:25 main:574] : INFO : Epoch 1593 | loss: 0.0311899 | val_loss: 0.031199 | Time: 1675.37 ms [2021-05-11 16:16:27 main:574] : INFO : Epoch 1594 | loss: 0.03119 | val_loss: 0.0311955 | Time: 1705.94 ms [2021-05-11 16:16:29 main:574] : INFO : Epoch 1595 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 1694.61 ms [2021-05-11 16:16:30 main:574] : INFO : Epoch 1596 | loss: 0.0311911 | val_loss: 0.0311933 | Time: 1695.8 ms [2021-05-11 16:16:32 main:574] : INFO : Epoch 1597 | loss: 0.0311888 | val_loss: 0.031199 | Time: 1700.22 ms [2021-05-11 16:16:34 main:574] : INFO : Epoch 1598 | loss: 0.0311886 | val_loss: 0.0311938 | Time: 1730.95 ms [2021-05-11 16:16:36 main:574] : INFO : Epoch 1599 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 1656.46 ms [2021-05-11 16:16:37 main:574] : INFO : Epoch 1600 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 1714.5 ms [2021-05-11 16:16:39 main:574] : INFO : Epoch 1601 | loss: 0.0311846 | val_loss: 0.0311942 | Time: 1735.95 ms [2021-05-11 16:16:41 main:574] : INFO : Epoch 1602 | loss: 0.0311853 | val_loss: 0.0311949 | Time: 1705.59 ms [2021-05-11 16:16:43 main:574] : INFO : Epoch 1603 | loss: 0.0311843 | val_loss: 0.0311937 | Time: 1712.68 ms [2021-05-11 16:16:44 main:574] : INFO : Epoch 1604 | loss: 0.0311833 | val_loss: 0.0311932 | Time: 1735.83 ms [2021-05-11 16:16:46 main:574] : INFO : Epoch 1605 | loss: 0.0311847 | val_loss: 0.0311927 | Time: 1661.64 ms [2021-05-11 16:16:48 main:574] : INFO : Epoch 1606 | loss: 0.031184 | val_loss: 0.0311951 | Time: 1744.65 ms [2021-05-11 16:16:50 main:574] : INFO : Epoch 1607 | loss: 0.0311829 | val_loss: 0.0311924 | Time: 1711.14 ms [2021-05-11 16:16:51 main:574] : INFO : Epoch 1608 | loss: 0.0311828 | val_loss: 0.0311917 | Time: 1705.55 ms [2021-05-11 16:16:53 main:574] : INFO : Epoch 1609 | loss: 0.0311827 | val_loss: 0.0311941 | Time: 1716.38 ms [2021-05-11 16:16:55 main:574] : INFO : Epoch 1610 | loss: 0.0311825 | val_loss: 0.0311958 | Time: 1700.21 ms [2021-05-11 16:16:57 main:574] : INFO : Epoch 1611 | loss: 0.0311815 | val_loss: 0.0311937 | Time: 1706.35 ms [2021-05-11 16:16:58 main:574] : INFO : Epoch 1612 | loss: 0.0311816 | val_loss: 0.0311935 | Time: 1685.5 ms [2021-05-11 16:17:00 main:574] : INFO : Epoch 1613 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 1733.7 ms [2021-05-11 16:17:02 main:574] : INFO : Epoch 1614 | loss: 0.0311834 | val_loss: 0.0311942 | Time: 1701.43 ms [2021-05-11 16:17:04 main:574] : INFO : Epoch 1615 | loss: 0.031182 | val_loss: 0.031193 | Time: 1707.55 ms [2021-05-11 16:17:05 main:574] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.0311944 | Time: 1696.12 ms [2021-05-11 16:17:07 main:574] : INFO : Epoch 1617 | loss: 0.0311858 | val_loss: 0.0311931 | Time: 1709.54 ms [2021-05-11 16:17:09 main:574] : INFO : Epoch 1618 | loss: 0.0311819 | val_loss: 0.0311935 | Time: 1709.2 ms [2021-05-11 16:17:11 main:574] : INFO : Epoch 1619 | loss: 0.0311813 | val_loss: 0.0311942 | Time: 1704 ms [2021-05-11 16:17:12 main:574] : INFO : Epoch 1620 | loss: 0.0311814 | val_loss: 0.0311927 | Time: 1699.45 ms [2021-05-11 16:17:14 main:574] : INFO : Epoch 1621 | loss: 0.0311824 | val_loss: 0.0311952 | Time: 1713.97 ms [2021-05-11 16:17:16 main:574] : INFO : Epoch 1622 | loss: 0.0311816 | val_loss: 0.0311914 | Time: 1670.65 ms [2021-05-11 16:17:18 main:574] : INFO : Epoch 1623 | loss: 0.0311813 | val_loss: 0.0311913 | Time: 1695.48 ms [2021-05-11 16:17:19 main:574] : INFO : Epoch 1624 | loss: 0.031181 | val_loss: 0.0311921 | Time: 1699.39 ms [2021-05-11 16:17:21 main:574] : INFO : Epoch 1625 | loss: 0.0311817 | val_loss: 0.0311926 | Time: 1730.88 ms [2021-05-11 16:17:23 main:574] : INFO : Epoch 1626 | loss: 0.031181 | val_loss: 0.0311921 | Time: 1714.67 ms [2021-05-11 16:17:25 main:574] : INFO : Epoch 1627 | loss: 0.0311815 | val_loss: 0.0311944 | Time: 1708.08 ms [2021-05-11 16:17:26 main:574] : INFO : Epoch 1628 | loss: 0.031181 | val_loss: 0.0311953 | Time: 1669.44 ms [2021-05-11 16:17:28 main:574] : INFO : Epoch 1629 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 1721.87 ms [2021-05-11 16:17:30 main:574] : INFO : Epoch 1630 | loss: 0.0311821 | val_loss: 0.0311958 | Time: 1716.73 ms [2021-05-11 16:17:32 main:574] : INFO : Epoch 1631 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 1706.56 ms [2021-05-11 16:17:33 main:574] : INFO : Epoch 1632 | loss: 0.0311828 | val_loss: 0.0311925 | Time: 1712.54 ms [2021-05-11 16:17:35 main:574] : INFO : Epoch 1633 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 1669.47 ms [2021-05-11 16:17:37 main:574] : INFO : Epoch 1634 | loss: 0.031181 | val_loss: 0.0311968 | Time: 1720.33 ms [2021-05-11 16:17:39 main:574] : INFO : Epoch 1635 | loss: 0.0311803 | val_loss: 0.0311927 | Time: 1716.09 ms [2021-05-11 16:17:40 main:574] : INFO : Epoch 1636 | loss: 0.0311818 | val_loss: 0.0311952 | Time: 1703.34 ms [2021-05-11 16:17:42 main:574] : INFO : Epoch 1637 | loss: 0.0311856 | val_loss: 0.031196 | Time: 1716.29 ms [2021-05-11 16:17:44 main:574] : INFO : Epoch 1638 | loss: 0.0311821 | val_loss: 0.0311964 | Time: 1711.62 ms [2021-05-11 16:17:46 main:574] : INFO : Epoch 1639 | loss: 0.0311812 | val_loss: 0.0311941 | Time: 1663.39 ms [2021-05-11 16:17:47 main:574] : INFO : Epoch 1640 | loss: 0.0311835 | val_loss: 0.0311942 | Time: 1686.46 ms [2021-05-11 16:17:49 main:574] : INFO : Epoch 1641 | loss: 0.0311834 | val_loss: 0.031194 | Time: 1729.67 ms [2021-05-11 16:17:51 main:574] : INFO : Epoch 1642 | loss: 0.031181 | val_loss: 0.0311939 | Time: 1697.9 ms [2021-05-11 16:17:53 main:574] : INFO : Epoch 1643 | loss: 0.0311813 | val_loss: 0.0311937 | Time: 1730.23 ms [2021-05-11 16:17:54 main:574] : INFO : Epoch 1644 | loss: 0.0311796 | val_loss: 0.0311913 | Time: 1713.97 ms [2021-05-11 16:17:56 main:574] : INFO : Epoch 1645 | loss: 0.0311809 | val_loss: 0.0311946 | Time: 1671.81 ms [2021-05-11 16:17:58 main:574] : INFO : Epoch 1646 | loss: 0.0311801 | val_loss: 0.0311939 | Time: 1701.87 ms [2021-05-11 16:18:00 main:574] : INFO : Epoch 1647 | loss: 0.0311795 | val_loss: 0.0311914 | Time: 1777.39 ms [2021-05-11 16:18:02 main:574] : INFO : Epoch 1648 | loss: 0.0311797 | val_loss: 0.0311925 | Time: 1711.45 ms [2021-05-11 16:18:03 main:574] : INFO : Epoch 1649 | loss: 0.0311783 | val_loss: 0.0311925 | Time: 1688.29 ms [2021-05-11 16:18:05 main:574] : INFO : Epoch 1650 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 1691.39 ms [2021-05-11 16:18:07 main:574] : INFO : Epoch 1651 | loss: 0.0311797 | val_loss: 0.0311922 | Time: 1693.42 ms [2021-05-11 16:18:08 main:574] : INFO : Epoch 1652 | loss: 0.0311789 | val_loss: 0.0311927 | Time: 1685.42 ms [2021-05-11 16:18:10 main:574] : INFO : Epoch 1653 | loss: 0.0311769 | val_loss: 0.031193 | Time: 1709.58 ms [2021-05-11 16:18:12 main:574] : INFO : Epoch 1654 | loss: 0.0311765 | val_loss: 0.0311912 | Time: 1696.23 ms [2021-05-11 16:18:14 main:574] : INFO : Epoch 1655 | loss: 0.0311779 | val_loss: 0.0311999 | Time: 1740.16 ms [2021-05-11 16:18:15 main:574] : INFO : Epoch 1656 | loss: 0.0311796 | val_loss: 0.0311959 | Time: 1670.92 ms [2021-05-11 16:18:17 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311946 | Time: 1731.33 ms [2021-05-11 16:18:19 main:574] : INFO : Epoch 1658 | loss: 0.0311782 | val_loss: 0.0311925 | Time: 1716.97 ms [2021-05-11 16:18:21 main:574] : INFO : Epoch 1659 | loss: 0.0311806 | val_loss: 0.0311984 | Time: 1701.82 ms [2021-05-11 16:18:23 main:574] : INFO : Epoch 1660 | loss: 0.0311776 | val_loss: 0.0311921 | Time: 1721.12 ms [2021-05-11 16:18:24 main:574] : INFO : Epoch 1661 | loss: 0.0311779 | val_loss: 0.0311972 | Time: 1709.81 ms [2021-05-11 16:18:26 main:574] : INFO : Epoch 1662 | loss: 0.0311786 | val_loss: 0.0311929 | Time: 1670.05 ms [2021-05-11 16:18:28 main:574] : INFO : Epoch 1663 | loss: 0.0311773 | val_loss: 0.031192 | Time: 1729.43 ms [2021-05-11 16:18:30 main:574] : INFO : Epoch 1664 | loss: 0.0311787 | val_loss: 0.031194 | Time: 1701.18 ms [2021-05-11 16:18:31 main:574] : INFO : Epoch 1665 | loss: 0.0311788 | val_loss: 0.0311948 | Time: 1719.2 ms [2021-05-11 16:18:33 main:574] : INFO : Epoch 1666 | loss: 0.031178 | val_loss: 0.0311939 | Time: 1706.08 ms [2021-05-11 16:18:35 main:574] : INFO : Epoch 1667 | loss: 0.0311775 | val_loss: 0.0311956 | Time: 1685.66 ms [2021-05-11 16:18:37 main:574] : INFO : Epoch 1668 | loss: 0.0311767 | val_loss: 0.0311944 | Time: 1691.3 ms [2021-05-11 16:18:38 main:574] : INFO : Epoch 1669 | loss: 0.0311792 | val_loss: 0.0311943 | Time: 1716.19 ms [2021-05-11 16:18:40 main:574] : INFO : Epoch 1670 | loss: 0.0311773 | val_loss: 0.0311954 | Time: 1711.46 ms [2021-05-11 16:18:42 main:574] : INFO : Epoch 1671 | loss: 0.0311789 | val_loss: 0.0311982 | Time: 1724.54 ms [2021-05-11 16:18:44 main:574] : INFO : Epoch 1672 | loss: 0.0311777 | val_loss: 0.0311965 | Time: 1702.15 ms [2021-05-11 16:18:45 main:574] : INFO : Epoch 1673 | loss: 0.031177 | val_loss: 0.0311942 | Time: 1662.32 ms [2021-05-11 16:18:47 main:574] : INFO : Epoch 1674 | loss: 0.031177 | val_loss: 0.0311974 | Time: 1689.78 ms [2021-05-11 16:18:49 main:574] : INFO : Epoch 1675 | loss: 0.0311769 | val_loss: 0.031198 | Time: 1727.78 ms [2021-05-11 16:18:51 main:574] : INFO : Epoch 1676 | loss: 0.0311814 | val_loss: 0.0311942 | Time: 1717.77 ms [2021-05-11 16:18:52 main:574] : INFO : Epoch 1677 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 1711.41 ms [2021-05-11 16:18:54 main:574] : INFO : Epoch 1678 | loss: 0.031187 | val_loss: 0.0311977 | Time: 1698.87 ms [2021-05-11 16:18:56 main:574] : INFO : Epoch 1679 | loss: 0.0311843 | val_loss: 0.0311938 | Time: 1655.32 ms [2021-05-11 16:18:57 main:574] : INFO : Epoch 1680 | loss: 0.0311831 | val_loss: 0.0311925 | Time: 1684.65 ms [2021-05-11 16:18:59 main:574] : INFO : Epoch 1681 | loss: 0.0311816 | val_loss: 0.0311942 | Time: 1711.41 ms [2021-05-11 16:19:01 main:574] : INFO : Epoch 1682 | loss: 0.0311797 | val_loss: 0.0311918 | Time: 1688.39 ms [2021-05-11 16:19:03 main:574] : INFO : Epoch 1683 | loss: 0.0311815 | val_loss: 0.0311948 | Time: 1703.86 ms [2021-05-11 16:19:04 main:574] : INFO : Epoch 1684 | loss: 0.0311818 | val_loss: 0.0311923 | Time: 1697 ms [2021-05-11 16:19:06 main:574] : INFO : Epoch 1685 | loss: 0.0311804 | val_loss: 0.0311954 | Time: 1683.12 ms [2021-05-11 16:19:08 main:574] : INFO : Epoch 1686 | loss: 0.0311789 | val_loss: 0.0311947 | Time: 1705.23 ms [2021-05-11 16:19:10 main:574] : INFO : Epoch 1687 | loss: 0.0311788 | val_loss: 0.0311944 | Time: 1685.75 ms [2021-05-11 16:19:11 main:574] : INFO : Epoch 1688 | loss: 0.0311776 | val_loss: 0.0311914 | Time: 1732.98 ms [2021-05-11 16:19:13 main:574] : INFO : Epoch 1689 | loss: 0.0311768 | val_loss: 0.0311945 | Time: 1697.47 ms [2021-05-11 16:19:15 main:574] : INFO : Epoch 1690 | loss: 0.031176 | val_loss: 0.0311919 | Time: 1671.34 ms [2021-05-11 16:19:17 main:574] : INFO : Epoch 1691 | loss: 0.0311781 | val_loss: 0.0311931 | Time: 1682.37 ms [2021-05-11 16:19:18 main:574] : INFO : Epoch 1692 | loss: 0.0311783 | val_loss: 0.0311933 | Time: 1727.41 ms [2021-05-11 16:19:20 main:574] : INFO : Epoch 1693 | loss: 0.0311768 | val_loss: 0.0311963 | Time: 1710.84 ms [2021-05-11 16:19:22 main:574] : INFO : Epoch 1694 | loss: 0.0311786 | val_loss: 0.0311925 | Time: 1709.51 ms [2021-05-11 16:19:24 main:574] : INFO : Epoch 1695 | loss: 0.0311756 | val_loss: 0.0311939 | Time: 1723.46 ms [2021-05-11 16:19:25 main:574] : INFO : Epoch 1696 | loss: 0.0311757 | val_loss: 0.0311918 | Time: 1689.61 ms [2021-05-11 16:19:27 main:574] : INFO : Epoch 1697 | loss: 0.0311765 | val_loss: 0.0311961 | Time: 1701.45 ms [2021-05-11 16:19:29 main:574] : INFO : Epoch 1698 | loss: 0.0311746 | val_loss: 0.0311934 | Time: 1711.91 ms [2021-05-11 16:19:31 main:574] : INFO : Epoch 1699 | loss: 0.0311749 | val_loss: 0.0311938 | Time: 1711.14 ms [2021-05-11 16:19:32 main:574] : INFO : Epoch 1700 | loss: 0.0311744 | val_loss: 0.0311936 | Time: 1709.72 ms [2021-05-11 16:19:34 main:574] : INFO : Epoch 1701 | loss: 0.0311742 | val_loss: 0.0311942 | Time: 1712.34 ms [2021-05-11 16:19:36 main:574] : INFO : Epoch 1702 | loss: 0.031175 | val_loss: 0.0311936 | Time: 1673.51 ms [2021-05-11 16:19:38 main:574] : INFO : Epoch 1703 | loss: 0.0311753 | val_loss: 0.0311952 | Time: 1684.04 ms [2021-05-11 16:19:39 main:574] : INFO : Epoch 1704 | loss: 0.0311763 | val_loss: 0.0311958 | Time: 1719.24 ms [2021-05-11 16:19:41 main:574] : INFO : Epoch 1705 | loss: 0.0311764 | val_loss: 0.0311962 | Time: 1692.24 ms [2021-05-11 16:19:43 main:574] : INFO : Epoch 1706 | loss: 0.0311761 | val_loss: 0.0311936 | Time: 1683.67 ms [2021-05-11 16:19:45 main:574] : INFO : Epoch 1707 | loss: 0.0311767 | val_loss: 0.0311969 | Time: 1711.23 ms [2021-05-11 16:19:46 main:574] : INFO : Epoch 1708 | loss: 0.0311764 | val_loss: 0.0311907 | Time: 1681.51 ms [2021-05-11 16:19:48 main:574] : INFO : Epoch 1709 | loss: 0.0311751 | val_loss: 0.0311924 | Time: 1700.6 ms [2021-05-11 16:19:50 main:574] : INFO : Epoch 1710 | loss: 0.0311745 | val_loss: 0.0311923 | Time: 1717.86 ms [2021-05-11 16:19:52 main:574] : INFO : Epoch 1711 | loss: 0.0311755 | val_loss: 0.0311914 | Time: 1711.81 ms [2021-05-11 16:19:53 main:574] : INFO : Epoch 1712 | loss: 0.031176 | val_loss: 0.0311922 | Time: 1715.3 ms [2021-05-11 16:19:55 main:574] : INFO : Epoch 1713 | loss: 0.0311762 | val_loss: 0.0312008 | Time: 1695.86 ms [2021-05-11 16:19:57 main:574] : INFO : Epoch 1714 | loss: 0.031178 | val_loss: 0.0311992 | Time: 1701.91 ms [2021-05-11 16:19:59 main:574] : INFO : Epoch 1715 | loss: 0.0311789 | val_loss: 0.0311984 | Time: 1727.79 ms [2021-05-11 16:20:00 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311897 | Time: 1728.09 ms [2021-05-11 16:20:02 main:574] : INFO : Epoch 1717 | loss: 0.0311737 | val_loss: 0.0311914 | Time: 1707.54 ms [2021-05-11 16:20:04 main:574] : INFO : Epoch 1718 | loss: 0.031175 | val_loss: 0.0311881 | Time: 1706.87 ms [2021-05-11 16:20:06 main:574] : INFO : Epoch 1719 | loss: 0.0311741 | val_loss: 0.0311928 | Time: 1660.53 ms [2021-05-11 16:20:07 main:574] : INFO : Epoch 1720 | loss: 0.0311736 | val_loss: 0.0311913 | Time: 1690.56 ms [2021-05-11 16:20:09 main:574] : INFO : Epoch 1721 | loss: 0.0311771 | val_loss: 0.0311919 | Time: 1717.25 ms [2021-05-11 16:20:11 main:574] : INFO : Epoch 1722 | loss: 0.0311774 | val_loss: 0.0311917 | Time: 1721.53 ms [2021-05-11 16:20:13 main:574] : INFO : Epoch 1723 | loss: 0.0311758 | val_loss: 0.0311928 | Time: 1709.18 ms [2021-05-11 16:20:14 main:574] : INFO : Epoch 1724 | loss: 0.0311749 | val_loss: 0.0311907 | Time: 1712.43 ms [2021-05-11 16:20:16 main:574] : INFO : Epoch 1725 | loss: 0.0311764 | val_loss: 0.0311941 | Time: 1663.25 ms [2021-05-11 16:20:18 main:574] : INFO : Epoch 1726 | loss: 0.0311767 | val_loss: 0.0311899 | Time: 1696.91 ms [2021-05-11 16:20:20 main:574] : INFO : Epoch 1727 | loss: 0.0311758 | val_loss: 0.0311917 | Time: 1701.77 ms [2021-05-11 16:20:21 main:574] : INFO : Epoch 1728 | loss: 0.0311746 | val_loss: 0.0311935 | Time: 1717.38 ms [2021-05-11 16:20:23 main:574] : INFO : Epoch 1729 | loss: 0.0311734 | val_loss: 0.0311979 | Time: 1711.67 ms [2021-05-11 16:20:25 main:574] : INFO : Epoch 1730 | loss: 0.0311746 | val_loss: 0.0311923 | Time: 1704.08 ms [2021-05-11 16:20:27 main:574] : INFO : Epoch 1731 | loss: 0.0311738 | val_loss: 0.0311971 | Time: 1700.15 ms [2021-05-11 16:20:28 main:574] : INFO : Epoch 1732 | loss: 0.0311781 | val_loss: 0.031196 | Time: 1686.45 ms [2021-05-11 16:20:30 main:574] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.031194 | Time: 1710.42 ms [2021-05-11 16:20:32 main:574] : INFO : Epoch 1734 | loss: 0.0311729 | val_loss: 0.0311913 | Time: 1698.07 ms [2021-05-11 16:20:34 main:574] : INFO : Epoch 1735 | loss: 0.0311716 | val_loss: 0.0311905 | Time: 1712.09 ms [2021-05-11 16:20:35 main:574] : INFO : Epoch 1736 | loss: 0.0311758 | val_loss: 0.0311979 | Time: 1662.69 ms [2021-05-11 16:20:37 main:574] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.031196 | Time: 1709.91 ms [2021-05-11 16:20:39 main:574] : INFO : Epoch 1738 | loss: 0.0311875 | val_loss: 0.0311936 | Time: 1712.03 ms [2021-05-11 16:20:41 main:574] : INFO : Epoch 1739 | loss: 0.0311853 | val_loss: 0.0311991 | Time: 1698.09 ms [2021-05-11 16:20:42 main:574] : INFO : Epoch 1740 | loss: 0.0311843 | val_loss: 0.0311939 | Time: 1725.39 ms [2021-05-11 16:20:44 main:574] : INFO : Epoch 1741 | loss: 0.0311833 | val_loss: 0.031194 | Time: 1698.69 ms [2021-05-11 16:20:46 main:574] : INFO : Epoch 1742 | loss: 0.031183 | val_loss: 0.031196 | Time: 1663.64 ms [2021-05-11 16:20:48 main:574] : INFO : Epoch 1743 | loss: 0.0311815 | val_loss: 0.0311972 | Time: 1687.58 ms [2021-05-11 16:20:49 main:574] : INFO : Epoch 1744 | loss: 0.0311817 | val_loss: 0.0311944 | Time: 1692.76 ms [2021-05-11 16:20:51 main:574] : INFO : Epoch 1745 | loss: 0.0311838 | val_loss: 0.0312003 | Time: 1721.18 ms [2021-05-11 16:20:53 main:574] : INFO : Epoch 1746 | loss: 0.0311841 | val_loss: 0.0311928 | Time: 1725.36 ms [2021-05-11 16:20:55 main:574] : INFO : Epoch 1747 | loss: 0.0311814 | val_loss: 0.031195 | Time: 1716.19 ms [2021-05-11 16:20:56 main:574] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311951 | Time: 1690.33 ms [2021-05-11 16:20:58 main:574] : INFO : Epoch 1749 | loss: 0.0311889 | val_loss: 0.0312075 | Time: 1700.84 ms [2021-05-11 16:21:00 main:574] : INFO : Epoch 1750 | loss: 0.0311987 | val_loss: 0.0312024 | Time: 1713.22 ms [2021-05-11 16:21:02 main:574] : INFO : Epoch 1751 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 1716.62 ms [2021-05-11 16:21:03 main:574] : INFO : Epoch 1752 | loss: 0.031192 | val_loss: 0.0311957 | Time: 1695.73 ms [2021-05-11 16:21:05 main:574] : INFO : Epoch 1753 | loss: 0.0311907 | val_loss: 0.0311957 | Time: 1668.75 ms [2021-05-11 16:21:07 main:574] : INFO : Epoch 1754 | loss: 0.0311925 | val_loss: 0.0311968 | Time: 1714.77 ms [2021-05-11 16:21:09 main:574] : INFO : Epoch 1755 | loss: 0.031192 | val_loss: 0.0311949 | Time: 1708.18 ms [2021-05-11 16:21:10 main:574] : INFO : Epoch 1756 | loss: 0.0311886 | val_loss: 0.0311924 | Time: 1718.09 ms [2021-05-11 16:21:12 main:574] : INFO : Epoch 1757 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 1737.56 ms [2021-05-11 16:21:14 main:574] : INFO : Epoch 1758 | loss: 0.0311872 | val_loss: 0.0311948 | Time: 1684.52 ms [2021-05-11 16:21:16 main:574] : INFO : Epoch 1759 | loss: 0.0311863 | val_loss: 0.0311914 | Time: 1666.52 ms [2021-05-11 16:21:17 main:574] : INFO : Epoch 1760 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 1722.41 ms [2021-05-11 16:21:19 main:574] : INFO : Epoch 1761 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 1695.62 ms [2021-05-11 16:21:21 main:574] : INFO : Epoch 1762 | loss: 0.03119 | val_loss: 0.0311968 | Time: 1693.06 ms [2021-05-11 16:21:23 main:574] : INFO : Epoch 1763 | loss: 0.0311896 | val_loss: 0.031197 | Time: 1714.57 ms [2021-05-11 16:21:24 main:574] : INFO : Epoch 1764 | loss: 0.0311881 | val_loss: 0.0311932 | Time: 1736.96 ms [2021-05-11 16:21:26 main:574] : INFO : Epoch 1765 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 1681.98 ms [2021-05-11 16:21:28 main:574] : INFO : Epoch 1766 | loss: 0.0311863 | val_loss: 0.0311948 | Time: 1717.49 ms [2021-05-11 16:21:30 main:574] : INFO : Epoch 1767 | loss: 0.0311878 | val_loss: 0.0311944 | Time: 1707.68 ms [2021-05-11 16:21:31 main:574] : INFO : Epoch 1768 | loss: 0.0311874 | val_loss: 0.0311995 | Time: 1703.61 ms [2021-05-11 16:21:33 main:574] : INFO : Epoch 1769 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 1703.58 ms [2021-05-11 16:21:35 main:574] : INFO : Epoch 1770 | loss: 0.0311872 | val_loss: 0.031196 | Time: 1679.95 ms [2021-05-11 16:21:37 main:574] : INFO : Epoch 1771 | loss: 0.0311875 | val_loss: 0.0311933 | Time: 1670.59 ms [2021-05-11 16:21:38 main:574] : INFO : Epoch 1772 | loss: 0.0311859 | val_loss: 0.0311962 | Time: 1705 ms [2021-05-11 16:21:40 main:574] : INFO : Epoch 1773 | loss: 0.031186 | val_loss: 0.0311923 | Time: 1705.2 ms [2021-05-11 16:21:42 main:574] : INFO : Epoch 1774 | loss: 0.0311853 | val_loss: 0.0311961 | Time: 1711.78 ms [2021-05-11 16:21:44 main:574] : INFO : Epoch 1775 | loss: 0.0311859 | val_loss: 0.0311926 | Time: 1709.65 ms [2021-05-11 16:21:45 main:574] : INFO : Epoch 1776 | loss: 0.0311867 | val_loss: 0.031197 | Time: 1654.73 ms [2021-05-11 16:21:47 main:574] : INFO : Epoch 1777 | loss: 0.0311854 | val_loss: 0.0311925 | Time: 1694.63 ms [2021-05-11 16:21:49 main:574] : INFO : Epoch 1778 | loss: 0.0311861 | val_loss: 0.0311942 | Time: 1701.72 ms [2021-05-11 16:21:51 main:574] : INFO : Epoch 1779 | loss: 0.031185 | val_loss: 0.031194 | Time: 1710.06 ms [2021-05-11 16:21:52 main:574] : INFO : Epoch 1780 | loss: 0.0311861 | val_loss: 0.0311943 | Time: 1683.02 ms [2021-05-11 16:21:54 main:574] : INFO : Epoch 1781 | loss: 0.0311866 | val_loss: 0.0311956 | Time: 1717.52 ms [2021-05-11 16:21:56 main:574] : INFO : Epoch 1782 | loss: 0.0311851 | val_loss: 0.0311921 | Time: 1669.22 ms [2021-05-11 16:21:58 main:574] : INFO : Epoch 1783 | loss: 0.0311844 | val_loss: 0.0311925 | Time: 1686.38 ms [2021-05-11 16:21:59 main:574] : INFO : Epoch 1784 | loss: 0.0311838 | val_loss: 0.0311914 | Time: 1711.82 ms [2021-05-11 16:22:01 main:574] : INFO : Epoch 1785 | loss: 0.0311842 | val_loss: 0.0311925 | Time: 1724.17 ms [2021-05-11 16:22:03 main:574] : INFO : Epoch 1786 | loss: 0.0311843 | val_loss: 0.0312051 | Time: 1729.27 ms [2021-05-11 16:22:05 main:574] : INFO : Epoch 1787 | loss: 0.0311848 | val_loss: 0.031196 | Time: 1716.39 ms [2021-05-11 16:22:06 main:574] : INFO : Epoch 1788 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 1687.66 ms [2021-05-11 16:22:08 main:574] : INFO : Epoch 1789 | loss: 0.0311814 | val_loss: 0.0311931 | Time: 1712.59 ms [2021-05-11 16:22:10 main:574] : INFO : Epoch 1790 | loss: 0.0311808 | val_loss: 0.0311916 | Time: 1702.62 ms [2021-05-11 16:22:12 main:574] : INFO : Epoch 1791 | loss: 0.0311806 | val_loss: 0.031191 | Time: 1718.25 ms [2021-05-11 16:22:13 main:574] : INFO : Epoch 1792 | loss: 0.0311811 | val_loss: 0.0311936 | Time: 1699.86 ms [2021-05-11 16:22:15 main:574] : INFO : Epoch 1793 | loss: 0.0311804 | val_loss: 0.0311938 | Time: 1671.39 ms [2021-05-11 16:22:17 main:574] : INFO : Epoch 1794 | loss: 0.0311796 | val_loss: 0.0311903 | Time: 1693.23 ms [2021-05-11 16:22:19 main:574] : INFO : Epoch 1795 | loss: 0.0311792 | val_loss: 0.0311914 | Time: 1709.24 ms [2021-05-11 16:22:20 main:574] : INFO : Epoch 1796 | loss: 0.0311786 | val_loss: 0.0311921 | Time: 1698.98 ms [2021-05-11 16:22:22 main:574] : INFO : Epoch 1797 | loss: 0.03118 | val_loss: 0.0311955 | Time: 1716.72 ms [2021-05-11 16:22:24 main:574] : INFO : Epoch 1798 | loss: 0.0311792 | val_loss: 0.0311914 | Time: 1707 ms [2021-05-11 16:22:26 main:574] : INFO : Epoch 1799 | loss: 0.0311799 | val_loss: 0.0311912 | Time: 1671.37 ms [2021-05-11 16:22:27 main:574] : INFO : Epoch 1800 | loss: 0.0311787 | val_loss: 0.0311954 | Time: 1726.35 ms [2021-05-11 16:22:29 main:574] : INFO : Epoch 1801 | loss: 0.0311842 | val_loss: 0.0312096 | Time: 1714.65 ms [2021-05-11 16:22:31 main:574] : INFO : Epoch 1802 | loss: 0.031192 | val_loss: 0.0311962 | Time: 1708.44 ms [2021-05-11 16:22:33 main:574] : INFO : Epoch 1803 | loss: 0.0311815 | val_loss: 0.031194 | Time: 1725.86 ms [2021-05-11 16:22:34 main:574] : INFO : Epoch 1804 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 1751.61 ms [2021-05-11 16:22:36 main:574] : INFO : Epoch 1805 | loss: 0.0311789 | val_loss: 0.0311926 | Time: 1674.9 ms [2021-05-11 16:22:38 main:574] : INFO : Epoch 1806 | loss: 0.0311798 | val_loss: 0.0311924 | Time: 1701.5 ms [2021-05-11 16:22:40 main:574] : INFO : Epoch 1807 | loss: 0.0311797 | val_loss: 0.0311897 | Time: 1699.74 ms [2021-05-11 16:22:41 main:574] : INFO : Epoch 1808 | loss: 0.0311796 | val_loss: 0.0311946 | Time: 1710.07 ms [2021-05-11 16:22:43 main:574] : INFO : Epoch 1809 | loss: 0.0311797 | val_loss: 0.0311943 | Time: 1707.1 ms [2021-05-11 16:22:45 main:574] : INFO : Epoch 1810 | loss: 0.0311783 | val_loss: 0.0311918 | Time: 1683.92 ms [2021-05-11 16:22:47 main:574] : INFO : Epoch 1811 | loss: 0.0311778 | val_loss: 0.0311906 | Time: 1698.58 ms [2021-05-11 16:22:48 main:574] : INFO : Epoch 1812 | loss: 0.0311791 | val_loss: 0.0311925 | Time: 1704.45 ms [2021-05-11 16:22:50 main:574] : INFO : Epoch 1813 | loss: 0.0311805 | val_loss: 0.0311919 | Time: 1698.28 ms [2021-05-11 16:22:52 main:574] : INFO : Epoch 1814 | loss: 0.0311816 | val_loss: 0.0311901 | Time: 1705.05 ms [2021-05-11 16:22:54 main:574] : INFO : Epoch 1815 | loss: 0.0311796 | val_loss: 0.0311925 | Time: 1702.24 ms [2021-05-11 16:22:55 main:574] : INFO : Epoch 1816 | loss: 0.0311806 | val_loss: 0.0311948 | Time: 1672.55 ms [2021-05-11 16:22:57 main:574] : INFO : Epoch 1817 | loss: 0.0311807 | val_loss: 0.031195 | Time: 1688.35 ms [2021-05-11 16:22:59 main:574] : INFO : Epoch 1818 | loss: 0.0311796 | val_loss: 0.0311905 | Time: 1738 ms [2021-05-11 16:23:01 main:574] : INFO : Epoch 1819 | loss: 0.0311787 | val_loss: 0.0311932 | Time: 1688.75 ms [2021-05-11 16:23:02 main:574] : INFO : Epoch 1820 | loss: 0.0311785 | val_loss: 0.0311908 | Time: 1722.76 ms [2021-05-11 16:23:04 main:574] : INFO : Epoch 1821 | loss: 0.0311783 | val_loss: 0.0311922 | Time: 1685.68 ms [2021-05-11 16:23:06 main:574] : INFO : Epoch 1822 | loss: 0.0311774 | val_loss: 0.0311917 | Time: 1681.83 ms [2021-05-11 16:23:08 main:574] : INFO : Epoch 1823 | loss: 0.0311777 | val_loss: 0.0311908 | Time: 1736.66 ms [2021-05-11 16:23:09 main:574] : INFO : Epoch 1824 | loss: 0.0311794 | val_loss: 0.0311931 | Time: 1707.24 ms [2021-05-11 16:23:11 main:574] : INFO : Epoch 1825 | loss: 0.0311793 | val_loss: 0.0311957 | Time: 1697.98 ms [2021-05-11 16:23:13 main:574] : INFO : Epoch 1826 | loss: 0.031179 | val_loss: 0.0311906 | Time: 1729.63 ms [2021-05-11 16:23:15 main:574] : INFO : Epoch 1827 | loss: 0.0311802 | val_loss: 0.0311915 | Time: 1746.08 ms [2021-05-11 16:23:16 main:574] : INFO : Epoch 1828 | loss: 0.0311805 | val_loss: 0.0311912 | Time: 1657.4 ms [2021-05-11 16:23:18 main:574] : INFO : Epoch 1829 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 1702.38 ms [2021-05-11 16:23:20 main:574] : INFO : Epoch 1830 | loss: 0.0311776 | val_loss: 0.03119 | Time: 1730.42 ms [2021-05-11 16:23:22 main:574] : INFO : Epoch 1831 | loss: 0.0311784 | val_loss: 0.031193 | Time: 1690.6 ms [2021-05-11 16:23:23 main:574] : INFO : Epoch 1832 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 1693.72 ms [2021-05-11 16:23:25 main:574] : INFO : Epoch 1833 | loss: 0.0311838 | val_loss: 0.0311938 | Time: 1697.67 ms [2021-05-11 16:23:27 main:574] : INFO : Epoch 1834 | loss: 0.031184 | val_loss: 0.0311957 | Time: 1698.19 ms [2021-05-11 16:23:29 main:574] : INFO : Epoch 1835 | loss: 0.0311842 | val_loss: 0.0311965 | Time: 1760.66 ms [2021-05-11 16:23:30 main:574] : INFO : Epoch 1836 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1707.14 ms [2021-05-11 16:23:32 main:574] : INFO : Epoch 1837 | loss: 0.0311808 | val_loss: 0.0311925 | Time: 1689.52 ms [2021-05-11 16:23:34 main:574] : INFO : Epoch 1838 | loss: 0.031181 | val_loss: 0.0311917 | Time: 1704.33 ms [2021-05-11 16:23:36 main:574] : INFO : Epoch 1839 | loss: 0.0311804 | val_loss: 0.0311905 | Time: 1651.37 ms [2021-05-11 16:23:37 main:574] : INFO : Epoch 1840 | loss: 0.0311793 | val_loss: 0.0311904 | Time: 1706.89 ms [2021-05-11 16:23:39 main:574] : INFO : Epoch 1841 | loss: 0.0311772 | val_loss: 0.0311911 | Time: 1736.96 ms [2021-05-11 16:23:41 main:574] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.0311903 | Time: 1716.48 ms [2021-05-11 16:23:43 main:574] : INFO : Epoch 1843 | loss: 0.0311782 | val_loss: 0.0311914 | Time: 1696.31 ms [2021-05-11 16:23:44 main:574] : INFO : Epoch 1844 | loss: 0.0311796 | val_loss: 0.0311913 | Time: 1712.56 ms [2021-05-11 16:23:46 main:574] : INFO : Epoch 1845 | loss: 0.0311787 | val_loss: 0.0311904 | Time: 1680.65 ms [2021-05-11 16:23:48 main:574] : INFO : Epoch 1846 | loss: 0.0311814 | val_loss: 0.0311939 | Time: 1728.03 ms [2021-05-11 16:23:50 main:574] : INFO : Epoch 1847 | loss: 0.0311806 | val_loss: 0.0311913 | Time: 1686.59 ms [2021-05-11 16:23:51 main:574] : INFO : Epoch 1848 | loss: 0.031182 | val_loss: 0.0311913 | Time: 1703.92 ms [2021-05-11 16:23:53 main:574] : INFO : Epoch 1849 | loss: 0.0311801 | val_loss: 0.0311914 | Time: 1736.99 ms [2021-05-11 16:23:55 main:574] : INFO : Epoch 1850 | loss: 0.031179 | val_loss: 0.0311928 | Time: 1685.14 ms [2021-05-11 16:23:57 main:574] : INFO : Epoch 1851 | loss: 0.0311786 | val_loss: 0.0311903 | Time: 1695.73 ms [2021-05-11 16:23:58 main:574] : INFO : Epoch 1852 | loss: 0.0311774 | val_loss: 0.0311921 | Time: 1716.98 ms [2021-05-11 16:24:00 main:574] : INFO : Epoch 1853 | loss: 0.0311778 | val_loss: 0.0311897 | Time: 1709.16 ms [2021-05-11 16:24:02 main:574] : INFO : Epoch 1854 | loss: 0.0311775 | val_loss: 0.0311899 | Time: 1707.94 ms [2021-05-11 16:24:04 main:574] : INFO : Epoch 1855 | loss: 0.0311754 | val_loss: 0.0311914 | Time: 1740.28 ms [2021-05-11 16:24:05 main:574] : INFO : Epoch 1856 | loss: 0.031177 | val_loss: 0.031192 | Time: 1671.58 ms [2021-05-11 16:24:07 main:574] : INFO : Epoch 1857 | loss: 0.0311762 | val_loss: 0.0311899 | Time: 1700.53 ms [2021-05-11 16:24:09 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.0311913 | Time: 1696.94 ms [2021-05-11 16:24:11 main:574] : INFO : Epoch 1859 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 1693.22 ms [2021-05-11 16:24:12 main:574] : INFO : Epoch 1860 | loss: 0.0311748 | val_loss: 0.0311905 | Time: 1715.57 ms [2021-05-11 16:24:14 main:574] : INFO : Epoch 1861 | loss: 0.0311766 | val_loss: 0.0311945 | Time: 1731.14 ms [2021-05-11 16:24:16 main:574] : INFO : Epoch 1862 | loss: 0.0311759 | val_loss: 0.0311927 | Time: 1658.56 ms [2021-05-11 16:24:18 main:574] : INFO : Epoch 1863 | loss: 0.0311765 | val_loss: 0.0311931 | Time: 1682.34 ms [2021-05-11 16:24:19 main:574] : INFO : Epoch 1864 | loss: 0.0311743 | val_loss: 0.0311912 | Time: 1723.97 ms [2021-05-11 16:24:21 main:574] : INFO : Epoch 1865 | loss: 0.0311732 | val_loss: 0.0311897 | Time: 1719.58 ms [2021-05-11 16:24:23 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.0311902 | Time: 1757.12 ms [2021-05-11 16:24:25 main:574] : INFO : Epoch 1867 | loss: 0.0311729 | val_loss: 0.03119 | Time: 1692.43 ms [2021-05-11 16:24:26 main:574] : INFO : Epoch 1868 | loss: 0.0311738 | val_loss: 0.0311924 | Time: 1665.77 ms [2021-05-11 16:24:28 main:574] : INFO : Epoch 1869 | loss: 0.0311756 | val_loss: 0.0311923 | Time: 1734.93 ms [2021-05-11 16:24:30 main:574] : INFO : Epoch 1870 | loss: 0.0311758 | val_loss: 0.0311897 | Time: 1721.47 ms [2021-05-11 16:24:32 main:574] : INFO : Epoch 1871 | loss: 0.0311741 | val_loss: 0.0311896 | Time: 1742.14 ms [2021-05-11 16:24:33 main:574] : INFO : Epoch 1872 | loss: 0.0311736 | val_loss: 0.0311904 | Time: 1708.1 ms [2021-05-11 16:24:35 main:574] : INFO : Epoch 1873 | loss: 0.0311722 | val_loss: 0.0311907 | Time: 1667.8 ms [2021-05-11 16:24:37 main:574] : INFO : Epoch 1874 | loss: 0.0311719 | val_loss: 0.0311897 | Time: 1711.32 ms [2021-05-11 16:24:39 main:574] : INFO : Epoch 1875 | loss: 0.0311723 | val_loss: 0.0311885 | Time: 1706.25 ms [2021-05-11 16:24:40 main:574] : INFO : Epoch 1876 | loss: 0.031174 | val_loss: 0.0311887 | Time: 1689.04 ms [2021-05-11 16:24:42 main:574] : INFO : Epoch 1877 | loss: 0.031174 | val_loss: 0.0311891 | Time: 1706.62 ms [2021-05-11 16:24:44 main:574] : INFO : Epoch 1878 | loss: 0.031175 | val_loss: 0.0311909 | Time: 1704.24 ms [2021-05-11 16:24:46 main:574] : INFO : Epoch 1879 | loss: 0.0311726 | val_loss: 0.0311913 | Time: 1679.18 ms [2021-05-11 16:24:47 main:574] : INFO : Epoch 1880 | loss: 0.0311745 | val_loss: 0.031194 | Time: 1701.76 ms [2021-05-11 16:24:49 main:574] : INFO : Epoch 1881 | loss: 0.0311742 | val_loss: 0.0311888 | Time: 1727.24 ms [2021-05-11 16:24:51 main:574] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311907 | Time: 1707.68 ms [2021-05-11 16:24:53 main:574] : INFO : Epoch 1883 | loss: 0.0311759 | val_loss: 0.031199 | Time: 1720.85 ms [2021-05-11 16:24:54 main:574] : INFO : Epoch 1884 | loss: 0.0311763 | val_loss: 0.0311909 | Time: 1686.62 ms [2021-05-11 16:24:56 main:574] : INFO : Epoch 1885 | loss: 0.0311745 | val_loss: 0.0311981 | Time: 1668.09 ms [2021-05-11 16:24:58 main:574] : INFO : Epoch 1886 | loss: 0.0311755 | val_loss: 0.0311911 | Time: 1703.08 ms [2021-05-11 16:25:00 main:574] : INFO : Epoch 1887 | loss: 0.0311753 | val_loss: 0.03119 | Time: 1709.55 ms [2021-05-11 16:25:01 main:574] : INFO : Epoch 1888 | loss: 0.0311758 | val_loss: 0.0311908 | Time: 1728.46 ms [2021-05-11 16:25:03 main:574] : INFO : Epoch 1889 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 1716.15 ms [2021-05-11 16:25:05 main:574] : INFO : Epoch 1890 | loss: 0.0311739 | val_loss: 0.0311918 | Time: 1685.47 ms [2021-05-11 16:25:07 main:574] : INFO : Epoch 1891 | loss: 0.0311737 | val_loss: 0.0311916 | Time: 1666.84 ms [2021-05-11 16:25:08 main:574] : INFO : Epoch 1892 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 1666.34 ms [2021-05-11 16:25:10 main:574] : INFO : Epoch 1893 | loss: 0.0311753 | val_loss: 0.0311889 | Time: 1705.41 ms [2021-05-11 16:25:12 main:574] : INFO : Epoch 1894 | loss: 0.0311748 | val_loss: 0.03119 | Time: 1727.6 ms [2021-05-11 16:25:14 main:574] : INFO : Epoch 1895 | loss: 0.0311755 | val_loss: 0.0311897 | Time: 1723.08 ms [2021-05-11 16:25:15 main:574] : INFO : Epoch 1896 | loss: 0.0311725 | val_loss: 0.0311901 | Time: 1674.28 ms [2021-05-11 16:25:17 main:574] : INFO : Epoch 1897 | loss: 0.0311746 | val_loss: 0.0311906 | Time: 1679.08 ms [2021-05-11 16:25:19 main:574] : INFO : Epoch 1898 | loss: 0.0311741 | val_loss: 0.0311903 | Time: 1724.98 ms [2021-05-11 16:25:21 main:574] : INFO : Epoch 1899 | loss: 0.0311743 | val_loss: 0.0311919 | Time: 1684.28 ms [2021-05-11 16:25:22 main:574] : INFO : Epoch 1900 | loss: 0.0311737 | val_loss: 0.0311895 | Time: 1715.95 ms [2021-05-11 16:25:24 main:574] : INFO : Epoch 1901 | loss: 0.0311718 | val_loss: 0.0311899 | Time: 1736.25 ms [2021-05-11 16:25:26 main:574] : INFO : Epoch 1902 | loss: 0.0311741 | val_loss: 0.0311905 | Time: 1676.64 ms [2021-05-11 16:25:28 main:574] : INFO : Epoch 1903 | loss: 0.0311739 | val_loss: 0.0311922 | Time: 1698.72 ms [2021-05-11 16:25:29 main:574] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311903 | Time: 1699.64 ms [2021-05-11 16:25:31 main:574] : INFO : Epoch 1905 | loss: 0.0311706 | val_loss: 0.0311912 | Time: 1705.31 ms [2021-05-11 16:25:33 main:574] : INFO : Epoch 1906 | loss: 0.0311708 | val_loss: 0.0311892 | Time: 1703.3 ms [2021-05-11 16:25:35 main:574] : INFO : Epoch 1907 | loss: 0.0311724 | val_loss: 0.0311942 | Time: 1697.16 ms [2021-05-11 16:25:36 main:574] : INFO : Epoch 1908 | loss: 0.031172 | val_loss: 0.0311914 | Time: 1678.42 ms [2021-05-11 16:25:38 main:574] : INFO : Epoch 1909 | loss: 0.0311751 | val_loss: 0.0311913 | Time: 1728.24 ms [2021-05-11 16:25:40 main:574] : INFO : Epoch 1910 | loss: 0.0311755 | val_loss: 0.0311968 | Time: 1712.94 ms [2021-05-11 16:25:42 main:574] : INFO : Epoch 1911 | loss: 0.0311763 | val_loss: 0.0311966 | Time: 1706.38 ms [2021-05-11 16:25:43 main:574] : INFO : Epoch 1912 | loss: 0.0311736 | val_loss: 0.0311907 | Time: 1688.31 ms [2021-05-11 16:25:45 main:574] : INFO : Epoch 1913 | loss: 0.0311711 | val_loss: 0.031193 | Time: 1674.63 ms [2021-05-11 16:25:47 main:574] : INFO : Epoch 1914 | loss: 0.0311699 | val_loss: 0.0311912 | Time: 1685.77 ms [2021-05-11 16:25:49 main:574] : INFO : Epoch 1915 | loss: 0.031171 | val_loss: 0.0311928 | Time: 1698.98 ms [2021-05-11 16:25:50 main:574] : INFO : Epoch 1916 | loss: 0.031174 | val_loss: 0.0311878 | Time: 1702.89 ms [2021-05-11 16:25:52 main:574] : INFO : Epoch 1917 | loss: 0.0311759 | val_loss: 0.0311927 | Time: 1713.61 ms [2021-05-11 16:25:54 main:574] : INFO : Epoch 1918 | loss: 0.0311799 | val_loss: 0.0311873 | Time: 1712.36 ms [2021-05-11 16:25:56 main:574] : INFO : Epoch 1919 | loss: 0.0311765 | val_loss: 0.031189 | Time: 1668.28 ms [2021-05-11 16:25:57 main:574] : INFO : Epoch 1920 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 1689.66 ms [2021-05-11 16:25:59 main:574] : INFO : Epoch 1921 | loss: 0.0311767 | val_loss: 0.0311935 | Time: 1690.08 ms [2021-05-11 16:26:01 main:574] : INFO : Epoch 1922 | loss: 0.0311754 | val_loss: 0.0312137 | Time: 1722.83 ms [2021-05-11 16:26:03 main:574] : INFO : Epoch 1923 | loss: 0.0311849 | val_loss: 0.0311948 | Time: 1711.65 ms [2021-05-11 16:26:04 main:574] : INFO : Epoch 1924 | loss: 0.0311738 | val_loss: 0.0311884 | Time: 1693.27 ms [2021-05-11 16:26:06 main:574] : INFO : Epoch 1925 | loss: 0.0311715 | val_loss: 0.0311911 | Time: 1668.21 ms [2021-05-11 16:26:08 main:574] : INFO : Epoch 1926 | loss: 0.0311716 | val_loss: 0.03119 | Time: 1686.14 ms [2021-05-11 16:26:10 main:574] : INFO : Epoch 1927 | loss: 0.0311745 | val_loss: 0.0311901 | Time: 1710.66 ms [2021-05-11 16:26:11 main:574] : INFO : Epoch 1928 | loss: 0.0311726 | val_loss: 0.0311895 | Time: 1709.78 ms [2021-05-11 16:26:13 main:574] : INFO : Epoch 1929 | loss: 0.0311718 | val_loss: 0.0311916 | Time: 1723.88 ms [2021-05-11 16:26:15 main:574] : INFO : Epoch 1930 | loss: 0.0311721 | val_loss: 0.0311933 | Time: 1688.23 ms [2021-05-11 16:26:17 main:574] : INFO : Epoch 1931 | loss: 0.0311714 | val_loss: 0.0311998 | Time: 1688.21 ms [2021-05-11 16:26:18 main:574] : INFO : Epoch 1932 | loss: 0.0311712 | val_loss: 0.0311929 | Time: 1696.6 ms [2021-05-11 16:26:20 main:574] : INFO : Epoch 1933 | loss: 0.0311704 | val_loss: 0.0311906 | Time: 1728.44 ms [2021-05-11 16:26:22 main:574] : INFO : Epoch 1934 | loss: 0.0311706 | val_loss: 0.0311942 | Time: 1742.72 ms [2021-05-11 16:26:24 main:574] : INFO : Epoch 1935 | loss: 0.0311696 | val_loss: 0.0311931 | Time: 1710.6 ms [2021-05-11 16:26:25 main:574] : INFO : Epoch 1936 | loss: 0.0311686 | val_loss: 0.0311905 | Time: 1667.31 ms [2021-05-11 16:26:27 main:574] : INFO : Epoch 1937 | loss: 0.0311698 | val_loss: 0.0311945 | Time: 1673.61 ms [2021-05-11 16:26:29 main:574] : INFO : Epoch 1938 | loss: 0.031169 | val_loss: 0.0311895 | Time: 1699.04 ms [2021-05-11 16:26:31 main:574] : INFO : Epoch 1939 | loss: 0.0311698 | val_loss: 0.0311902 | Time: 1691.76 ms [2021-05-11 16:26:32 main:574] : INFO : Epoch 1940 | loss: 0.0311696 | val_loss: 0.0311918 | Time: 1728.04 ms [2021-05-11 16:26:34 main:574] : INFO : Epoch 1941 | loss: 0.031169 | val_loss: 0.0311905 | Time: 1712.36 ms [2021-05-11 16:26:36 main:574] : INFO : Epoch 1942 | loss: 0.0311677 | val_loss: 0.0311926 | Time: 1686.97 ms [2021-05-11 16:26:38 main:574] : INFO : Epoch 1943 | loss: 0.0311701 | val_loss: 0.0311885 | Time: 1703.99 ms [2021-05-11 16:26:39 main:574] : INFO : Epoch 1944 | loss: 0.0311696 | val_loss: 0.0311924 | Time: 1716.91 ms [2021-05-11 16:26:41 main:574] : INFO : Epoch 1945 | loss: 0.0311682 | val_loss: 0.0311943 | Time: 1722.1 ms [2021-05-11 16:26:43 main:574] : INFO : Epoch 1946 | loss: 0.0311668 | val_loss: 0.0311905 | Time: 1705.59 ms [2021-05-11 16:26:45 main:574] : INFO : Epoch 1947 | loss: 0.0311694 | val_loss: 0.0311905 | Time: 1704.22 ms [2021-05-11 16:26:46 main:574] : INFO : Epoch 1948 | loss: 0.0311697 | val_loss: 0.0311928 | Time: 1674.53 ms [2021-05-11 16:26:48 main:574] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311916 | Time: 1712.92 ms [2021-05-11 16:26:50 main:574] : INFO : Epoch 1950 | loss: 0.0311715 | val_loss: 0.0311938 | Time: 1735.46 ms [2021-05-11 16:26:52 main:574] : INFO : Epoch 1951 | loss: 0.0311724 | val_loss: 0.0311915 | Time: 1722.03 ms [2021-05-11 16:26:53 main:574] : INFO : Epoch 1952 | loss: 0.0311703 | val_loss: 0.0311909 | Time: 1710.38 ms [2021-05-11 16:26:55 main:574] : INFO : Epoch 1953 | loss: 0.0311743 | val_loss: 0.0311928 | Time: 1672.81 ms [2021-05-11 16:26:57 main:574] : INFO : Epoch 1954 | loss: 0.0311789 | val_loss: 0.0311913 | Time: 1691.28 ms [2021-05-11 16:26:59 main:574] : INFO : Epoch 1955 | loss: 0.0311771 | val_loss: 0.0311923 | Time: 1694.55 ms [2021-05-11 16:27:00 main:574] : INFO : Epoch 1956 | loss: 0.0311757 | val_loss: 0.0311938 | Time: 1692.21 ms [2021-05-11 16:27:02 main:574] : INFO : Epoch 1957 | loss: 0.0311758 | val_loss: 0.0311937 | Time: 1727.84 ms [2021-05-11 16:27:04 main:574] : INFO : Epoch 1958 | loss: 0.0311754 | val_loss: 0.0311909 | Time: 1719.26 ms [2021-05-11 16:27:06 main:574] : INFO : Epoch 1959 | loss: 0.0311737 | val_loss: 0.0311916 | Time: 1653.55 ms [2021-05-11 16:27:07 main:574] : INFO : Epoch 1960 | loss: 0.0311746 | val_loss: 0.0311941 | Time: 1693.32 ms [2021-05-11 16:27:09 main:574] : INFO : Epoch 1961 | loss: 0.0311762 | val_loss: 0.0311949 | Time: 1708.35 ms [2021-05-11 16:27:11 main:574] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.0311924 | Time: 1735.97 ms [2021-05-11 16:27:13 main:574] : INFO : Epoch 1963 | loss: 0.031174 | val_loss: 0.0311963 | Time: 1732.55 ms [2021-05-11 16:27:14 main:574] : INFO : Epoch 1964 | loss: 0.031177 | val_loss: 0.031193 | Time: 1703.32 ms [2021-05-11 16:27:16 main:574] : INFO : Epoch 1965 | loss: 0.0311761 | val_loss: 0.0311904 | Time: 1692.28 ms [2021-05-11 16:27:18 main:574] : INFO : Epoch 1966 | loss: 0.0311744 | val_loss: 0.0311904 | Time: 1709.44 ms [2021-05-11 16:27:20 main:574] : INFO : Epoch 1967 | loss: 0.0311785 | val_loss: 0.0312001 | Time: 1701.1 ms [2021-05-11 16:27:21 main:574] : INFO : Epoch 1968 | loss: 0.0311757 | val_loss: 0.0311927 | Time: 1704.79 ms [2021-05-11 16:27:23 main:574] : INFO : Epoch 1969 | loss: 0.0311745 | val_loss: 0.0311923 | Time: 1737.54 ms [2021-05-11 16:27:25 main:574] : INFO : Epoch 1970 | loss: 0.0311887 | val_loss: 0.0311947 | Time: 1695.51 ms [2021-05-11 16:27:27 main:574] : INFO : Epoch 1971 | loss: 0.0311945 | val_loss: 0.0311908 | Time: 1683.48 ms [2021-05-11 16:27:28 main:574] : INFO : Epoch 1972 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 1686.59 ms [2021-05-11 16:27:30 main:574] : INFO : Epoch 1973 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1692.6 ms [2021-05-11 16:27:32 main:574] : INFO : Epoch 1974 | loss: 0.031187 | val_loss: 0.0311911 | Time: 1709.42 ms [2021-05-11 16:27:34 main:574] : INFO : Epoch 1975 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1706.51 ms [2021-05-11 16:27:35 main:574] : INFO : Epoch 1976 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 1675.86 ms [2021-05-11 16:27:37 main:574] : INFO : Epoch 1977 | loss: 0.0311829 | val_loss: 0.0311911 | Time: 1703.62 ms [2021-05-11 16:27:39 main:574] : INFO : Epoch 1978 | loss: 0.0311824 | val_loss: 0.03119 | Time: 1716.58 ms [2021-05-11 16:27:41 main:574] : INFO : Epoch 1979 | loss: 0.0311825 | val_loss: 0.0311879 | Time: 1722.87 ms [2021-05-11 16:27:42 main:574] : INFO : Epoch 1980 | loss: 0.0311805 | val_loss: 0.031189 | Time: 1683.04 ms [2021-05-11 16:27:44 main:574] : INFO : Epoch 1981 | loss: 0.03118 | val_loss: 0.0311917 | Time: 1710.95 ms [2021-05-11 16:27:46 main:574] : INFO : Epoch 1982 | loss: 0.03118 | val_loss: 0.031189 | Time: 1693.56 ms [2021-05-11 16:27:48 main:574] : INFO : Epoch 1983 | loss: 0.0311796 | val_loss: 0.0311895 | Time: 1715.15 ms [2021-05-11 16:27:49 main:574] : INFO : Epoch 1984 | loss: 0.0311787 | val_loss: 0.0311891 | Time: 1709.86 ms [2021-05-11 16:27:51 main:574] : INFO : Epoch 1985 | loss: 0.0311794 | val_loss: 0.0311909 | Time: 1715.31 ms [2021-05-11 16:27:53 main:574] : INFO : Epoch 1986 | loss: 0.0311802 | val_loss: 0.0311931 | Time: 1733.45 ms [2021-05-11 16:27:55 main:574] : INFO : Epoch 1987 | loss: 0.0311788 | val_loss: 0.0311949 | Time: 1706.86 ms [2021-05-11 16:27:57 main:574] : INFO : Epoch 1988 | loss: 0.0311796 | val_loss: 0.0311967 | Time: 1692.58 ms [2021-05-11 16:27:58 main:574] : INFO : Epoch 1989 | loss: 0.0311811 | val_loss: 0.0311909 | Time: 1715.47 ms [2021-05-11 16:28:00 main:574] : INFO : Epoch 1990 | loss: 0.0311808 | val_loss: 0.0311924 | Time: 1690.27 ms [2021-05-11 16:28:02 main:574] : INFO : Epoch 1991 | loss: 0.0311769 | val_loss: 0.0311926 | Time: 1705.02 ms [2021-05-11 16:28:04 main:574] : INFO : Epoch 1992 | loss: 0.0311778 | val_loss: 0.0311909 | Time: 1692.6 ms [2021-05-11 16:28:05 main:574] : INFO : Epoch 1993 | loss: 0.0311771 | val_loss: 0.0311922 | Time: 1678.52 ms [2021-05-11 16:28:07 main:574] : INFO : Epoch 1994 | loss: 0.0311765 | val_loss: 0.0311894 | Time: 1711.48 ms [2021-05-11 16:28:09 main:574] : INFO : Epoch 1995 | loss: 0.0311762 | val_loss: 0.0311893 | Time: 1709.1 ms [2021-05-11 16:28:11 main:574] : INFO : Epoch 1996 | loss: 0.0311756 | val_loss: 0.0311898 | Time: 1714.71 ms [2021-05-11 16:28:12 main:574] : INFO : Epoch 1997 | loss: 0.0311763 | val_loss: 0.0311912 | Time: 1729.86 ms [2021-05-11 16:28:14 main:574] : INFO : Epoch 1998 | loss: 0.0311764 | val_loss: 0.0311949 | Time: 1720.69 ms [2021-05-11 16:28:16 main:574] : INFO : Epoch 1999 | loss: 0.0311792 | val_loss: 0.0311934 | Time: 1682.65 ms [2021-05-11 16:28:18 main:574] : INFO : Epoch 2000 | loss: 0.0311771 | val_loss: 0.0311929 | Time: 1702.76 ms [2021-05-11 16:28:19 main:574] : INFO : Epoch 2001 | loss: 0.0311755 | val_loss: 0.0311907 | Time: 1721.65 ms [2021-05-11 16:28:21 main:574] : INFO : Epoch 2002 | loss: 0.0311752 | val_loss: 0.0311925 | Time: 1729.69 ms [2021-05-11 16:28:23 main:574] : INFO : Epoch 2003 | loss: 0.0311747 | val_loss: 0.0311877 | Time: 1725.55 ms [2021-05-11 16:28:25 main:574] : INFO : Epoch 2004 | loss: 0.0311774 | val_loss: 0.0311907 | Time: 1729.29 ms [2021-05-11 16:28:26 main:574] : INFO : Epoch 2005 | loss: 0.0311769 | val_loss: 0.0311903 | Time: 1680.98 ms [2021-05-11 16:28:28 main:574] : INFO : Epoch 2006 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 1697.63 ms [2021-05-11 16:28:30 main:574] : INFO : Epoch 2007 | loss: 0.0311775 | val_loss: 0.0311913 | Time: 1738.85 ms [2021-05-11 16:28:32 main:574] : INFO : Epoch 2008 | loss: 0.0311772 | val_loss: 0.0311887 | Time: 1696.35 ms [2021-05-11 16:28:33 main:574] : INFO : Epoch 2009 | loss: 0.0311765 | val_loss: 0.0311899 | Time: 1721.62 ms [2021-05-11 16:28:35 main:574] : INFO : Epoch 2010 | loss: 0.0311772 | val_loss: 0.031191 | Time: 1672.98 ms [2021-05-11 16:28:37 main:574] : INFO : Epoch 2011 | loss: 0.031176 | val_loss: 0.0311916 | Time: 1700.83 ms [2021-05-11 16:28:39 main:574] : INFO : Epoch 2012 | loss: 0.0311774 | val_loss: 0.0311929 | Time: 1702.27 ms [2021-05-11 16:28:40 main:574] : INFO : Epoch 2013 | loss: 0.0311783 | val_loss: 0.0311904 | Time: 1718.77 ms [2021-05-11 16:28:42 main:574] : INFO : Epoch 2014 | loss: 0.031179 | val_loss: 0.0311868 | Time: 1714.31 ms [2021-05-11 16:28:44 main:574] : INFO : Epoch 2015 | loss: 0.0311778 | val_loss: 0.0311889 | Time: 1718.62 ms [2021-05-11 16:28:46 main:574] : INFO : Epoch 2016 | loss: 0.0311766 | val_loss: 0.0311903 | Time: 1680.22 ms [2021-05-11 16:28:47 main:574] : INFO : Epoch 2017 | loss: 0.0311778 | val_loss: 0.0311946 | Time: 1681.4 ms [2021-05-11 16:28:49 main:574] : INFO : Epoch 2018 | loss: 0.0311807 | val_loss: 0.0311999 | Time: 1717.97 ms [2021-05-11 16:28:51 main:574] : INFO : Epoch 2019 | loss: 0.0373281 | val_loss: 0.0373628 | Time: 1721.35 ms [2021-05-11 16:28:53 main:574] : INFO : Epoch 2020 | loss: 0.0392596 | val_loss: 0.0323522 | Time: 1730.91 ms [2021-05-11 16:28:54 main:574] : INFO : Epoch 2021 | loss: 0.0319339 | val_loss: 0.0313342 | Time: 1708.72 ms [2021-05-11 16:28:56 main:574] : INFO : Epoch 2022 | loss: 0.0313235 | val_loss: 0.0312599 | Time: 1675.69 ms [2021-05-11 16:28:58 main:574] : INFO : Epoch 2023 | loss: 0.0312529 | val_loss: 0.031236 | Time: 1723.96 ms [2021-05-11 16:29:00 main:574] : INFO : Epoch 2024 | loss: 0.031232 | val_loss: 0.0312267 | Time: 1694.57 ms [2021-05-11 16:29:01 main:574] : INFO : Epoch 2025 | loss: 0.0312267 | val_loss: 0.0312223 | Time: 1746.13 ms [2021-05-11 16:29:03 main:574] : INFO : Epoch 2026 | loss: 0.0312253 | val_loss: 0.0312203 | Time: 1712.56 ms [2021-05-11 16:29:05 main:574] : INFO : Epoch 2027 | loss: 0.0312243 | val_loss: 0.0312211 | Time: 1686.12 ms [2021-05-11 16:29:07 main:574] : INFO : Epoch 2028 | loss: 0.0312226 | val_loss: 0.031221 | Time: 1705.96 ms [2021-05-11 16:29:09 main:574] : INFO : Epoch 2029 | loss: 0.0312212 | val_loss: 0.0312168 | Time: 1705.08 ms [2021-05-11 16:29:10 main:574] : INFO : Epoch 2030 | loss: 0.0312193 | val_loss: 0.0312155 | Time: 1726.36 ms [2021-05-11 16:29:12 main:574] : INFO : Epoch 2031 | loss: 0.0312171 | val_loss: 0.0312151 | Time: 1728.23 ms [2021-05-11 16:29:14 main:574] : INFO : Epoch 2032 | loss: 0.0312144 | val_loss: 0.0312137 | Time: 1694.59 ms [2021-05-11 16:29:16 main:574] : INFO : Epoch 2033 | loss: 0.031213 | val_loss: 0.0312138 | Time: 1667.6 ms [2021-05-11 16:29:17 main:574] : INFO : Epoch 2034 | loss: 0.031212 | val_loss: 0.031213 | Time: 1703.49 ms [2021-05-11 16:29:19 main:574] : INFO : Epoch 2035 | loss: 0.0312107 | val_loss: 0.0312116 | Time: 1706.5 ms [2021-05-11 16:29:21 main:574] : INFO : Epoch 2036 | loss: 0.0312099 | val_loss: 0.031211 | Time: 1703.61 ms [2021-05-11 16:29:23 main:574] : INFO : Epoch 2037 | loss: 0.03121 | val_loss: 0.0312109 | Time: 1698.23 ms [2021-05-11 16:29:24 main:574] : INFO : Epoch 2038 | loss: 0.031209 | val_loss: 0.0312119 | Time: 1730.94 ms [2021-05-11 16:29:26 main:574] : INFO : Epoch 2039 | loss: 0.0312083 | val_loss: 0.03121 | Time: 1663.58 ms [2021-05-11 16:29:28 main:574] : INFO : Epoch 2040 | loss: 0.0312069 | val_loss: 0.0312096 | Time: 1702.95 ms [2021-05-11 16:29:30 main:574] : INFO : Epoch 2041 | loss: 0.0312083 | val_loss: 0.0312091 | Time: 1700.61 ms [2021-05-11 16:29:31 main:574] : INFO : Epoch 2042 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 1727.47 ms [2021-05-11 16:29:33 main:574] : INFO : Epoch 2043 | loss: 0.0312069 | val_loss: 0.0312091 | Time: 1734.6 ms [2021-05-11 16:29:35 main:574] : INFO : Epoch 2044 | loss: 0.0312064 | val_loss: 0.0312069 | Time: 1683.37 ms [2021-05-11 16:29:37 main:574] : INFO : Epoch 2045 | loss: 0.0312056 | val_loss: 0.0312068 | Time: 1689.78 ms [2021-05-11 16:29:38 main:574] : INFO : Epoch 2046 | loss: 0.0312049 | val_loss: 0.0312081 | Time: 1703.37 ms [2021-05-11 16:29:40 main:574] : INFO : Epoch 2047 | loss: 0.0312063 | val_loss: 0.0312069 | Time: 1693.79 ms [2021-05-11 16:29:42 main:574] : INFO : Epoch 2048 | loss: 0.0312039 | val_loss: 0.0312055 | Time: 1746.28 ms [2021-05-11 16:29:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312055 [2021-05-11 16:29:42 main:603] : INFO : Saving end state to config to file [2021-05-11 16:29:42 main:608] : INFO : Success, exiting.. 16:29:42 (5228): 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)