Task 7796261
| Name | ParityModified-1631729329-13135-2_1 |
| Workunit | 5196072 |
| Created | 4 Oct 2021, 0:36:49 UTC |
| Sent | 4 Oct 2021, 2:22:58 UTC |
| Report deadline | 11 Oct 2021, 2:22:58 UTC |
| Received | 5 Oct 2021, 6:42:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 57 min 24 sec |
| CPU time | 57 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 27:38 main:581] : INFO : Epoch 1538 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 1760.2 ms [2021-10-05 08:27:40 main:581] : INFO : Epoch 1539 | loss: 0.0311886 | val_loss: 0.03119 | Time: 1747.6 ms [2021-10-05 08:27:41 main:581] : INFO : Epoch 1540 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 1644.96 ms [2021-10-05 08:27:43 main:581] : INFO : Epoch 1541 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 1596.36 ms [2021-10-05 08:27:44 main:581] : INFO : Epoch 1542 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 1663.92 ms [2021-10-05 08:27:46 main:581] : INFO : Epoch 1543 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 1744.65 ms [2021-10-05 08:27:48 main:581] : INFO : Epoch 1544 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 1802.06 ms [2021-10-05 08:27:50 main:581] : INFO : Epoch 1545 | loss: 0.0311927 | val_loss: 0.0311936 | Time: 1705.64 ms [2021-10-05 08:27:52 main:581] : INFO : Epoch 1546 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 1790.01 ms [2021-10-05 08:27:53 main:581] : INFO : Epoch 1547 | loss: 0.0311908 | val_loss: 0.031193 | Time: 1793.41 ms [2021-10-05 08:27:55 main:581] : INFO : Epoch 1548 | loss: 0.031189 | val_loss: 0.031191 | Time: 1621.02 ms [2021-10-05 08:27:57 main:581] : INFO : Epoch 1549 | loss: 0.031188 | val_loss: 0.03119 | Time: 1616.24 ms [2021-10-05 08:27:58 main:581] : INFO : Epoch 1550 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 1672.68 ms [2021-10-05 08:28:00 main:581] : INFO : Epoch 1551 | loss: 0.0311881 | val_loss: 0.0311931 | Time: 1665.11 ms [2021-10-05 08:28:02 main:581] : INFO : Epoch 1552 | loss: 0.0311891 | val_loss: 0.0311902 | Time: 1851.44 ms [2021-10-05 08:28:03 main:581] : INFO : Epoch 1553 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 1693.8 ms [2021-10-05 08:28:05 main:581] : INFO : Epoch 1554 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 1704.66 ms [2021-10-05 08:28:07 main:581] : INFO : Epoch 1555 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1631.26 ms [2021-10-05 08:28:08 main:581] : INFO : Epoch 1556 | loss: 0.0311865 | val_loss: 0.0311933 | Time: 1556.69 ms [2021-10-05 08:28:10 main:581] : INFO : Epoch 1557 | loss: 0.0311923 | val_loss: 0.0311959 | Time: 1750.66 ms [2021-10-05 08:28:12 main:581] : INFO : Epoch 1558 | loss: 0.031192 | val_loss: 0.0311895 | Time: 1655.09 ms [2021-10-05 08:28:13 main:581] : INFO : Epoch 1559 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 1759.54 ms [2021-10-05 08:28:15 main:581] : INFO : Epoch 1560 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 1780.53 ms [2021-10-05 08:28:17 main:581] : INFO : Epoch 1561 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 1818.88 ms [2021-10-05 08:28:19 main:581] : INFO : Epoch 1562 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 1686.05 ms [2021-10-05 08:28:20 main:581] : INFO : Epoch 1563 | loss: 0.0311856 | val_loss: 0.0311878 | Time: 1628.63 ms [2021-10-05 08:28:22 main:581] : INFO : Epoch 1564 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 1736.54 ms [2021-10-05 08:28:24 main:581] : INFO : Epoch 1565 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 1607.74 ms [2021-10-05 08:28:26 main:581] : INFO : Epoch 1566 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 1770.72 ms [2021-10-05 08:28:27 main:581] : INFO : Epoch 1567 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 1760.76 ms [2021-10-05 08:28:29 main:581] : INFO : Epoch 1568 | loss: 0.0311889 | val_loss: 0.0311985 | Time: 1682.37 ms [2021-10-05 08:28:31 main:581] : INFO : Epoch 1569 | loss: 0.0311985 | val_loss: 0.0312024 | Time: 1707.9 ms [2021-10-05 08:28:32 main:581] : INFO : Epoch 1570 | loss: 0.0311985 | val_loss: 0.0311986 | Time: 1626.77 ms [2021-10-05 08:28:34 main:581] : INFO : Epoch 1571 | loss: 0.0311958 | val_loss: 0.0311961 | Time: 1724.1 ms [2021-10-05 08:28:36 main:581] : INFO : Epoch 1572 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 1840.43 ms [2021-10-05 08:28:37 main:581] : INFO : Epoch 1573 | loss: 0.0311936 | val_loss: 0.0311937 | Time: 1605.48 ms [2021-10-05 08:28:39 main:581] : INFO : Epoch 1574 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 1600.87 ms [2021-10-05 08:28:41 main:581] : INFO : Epoch 1575 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 1592.77 ms [2021-10-05 08:28:42 main:581] : INFO : Epoch 1576 | loss: 0.0311898 | val_loss: 0.0311924 | Time: 1633.29 ms [2021-10-05 08:28:44 main:581] : INFO : Epoch 1577 | loss: 0.0311894 | val_loss: 0.0311926 | Time: 1546.29 ms [2021-10-05 08:28:45 main:581] : INFO : Epoch 1578 | loss: 0.031191 | val_loss: 0.0311917 | Time: 1613.99 ms [2021-10-05 08:28:47 main:581] : INFO : Epoch 1579 | loss: 0.0311885 | val_loss: 0.0311913 | Time: 1644.42 ms [2021-10-05 08:28:49 main:581] : INFO : Epoch 1580 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 1738.11 ms [2021-10-05 08:28:51 main:581] : INFO : Epoch 1581 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 1733.59 ms [2021-10-05 08:28:52 main:581] : INFO : Epoch 1582 | loss: 0.0311878 | val_loss: 0.0311909 | Time: 1770.27 ms [2021-10-05 08:28:54 main:581] : INFO : Epoch 1583 | loss: 0.0311879 | val_loss: 0.0311899 | Time: 1770.82 ms [2021-10-05 08:28:56 main:581] : INFO : Epoch 1584 | loss: 0.0311904 | val_loss: 0.0311911 | Time: 1791.65 ms [2021-10-05 08:28:58 main:581] : INFO : Epoch 1585 | loss: 0.0311903 | val_loss: 0.0311892 | Time: 1718.59 ms [2021-10-05 08:28:59 main:581] : INFO : Epoch 1586 | loss: 0.0311872 | val_loss: 0.0311897 | Time: 1728.52 ms [2021-10-05 08:29:01 main:581] : INFO : Epoch 1587 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1709.77 ms [2021-10-05 08:29:03 main:581] : INFO : Epoch 1588 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 1580.45 ms [2021-10-05 08:29:04 main:581] : INFO : Epoch 1589 | loss: 0.0311861 | val_loss: 0.0311899 | Time: 1646.79 ms [2021-10-05 08:29:06 main:581] : INFO : Epoch 1590 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 1517.57 ms [2021-10-05 08:29:07 main:581] : INFO : Epoch 1591 | loss: 0.0311865 | val_loss: 0.0311894 | Time: 1609.73 ms [2021-10-05 08:29:09 main:581] : INFO : Epoch 1592 | loss: 0.0311863 | val_loss: 0.0311956 | Time: 1564.29 ms [2021-10-05 08:29:11 main:581] : INFO : Epoch 1593 | loss: 0.0311893 | val_loss: 0.0311939 | Time: 1665.23 ms [2021-10-05 08:29:12 main:581] : INFO : Epoch 1594 | loss: 0.0311888 | val_loss: 0.0311895 | Time: 1690.06 ms [2021-10-05 08:29:14 main:581] : INFO : Epoch 1595 | loss: 0.0311856 | val_loss: 0.0311884 | Time: 1637.57 ms [2021-10-05 08:29:16 main:581] : INFO : Epoch 1596 | loss: 0.0311843 | val_loss: 0.0311886 | Time: 1731.02 ms [2021-10-05 08:29:17 main:581] : INFO : Epoch 1597 | loss: 0.0311842 | val_loss: 0.0311886 | Time: 1756.81 ms [2021-10-05 08:29:19 main:581] : INFO : Epoch 1598 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 1544.02 ms [2021-10-05 08:29:21 main:581] : INFO : Epoch 1599 | loss: 0.0311858 | val_loss: 0.0311952 | Time: 1808.9 ms [2021-10-05 08:29:23 main:581] : INFO : Epoch 1600 | loss: 0.0311894 | val_loss: 0.0311964 | Time: 1767.81 ms [2021-10-05 08:29:24 main:581] : INFO : Epoch 1601 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 1680.18 ms [2021-10-05 08:29:26 main:581] : INFO : Epoch 1602 | loss: 0.0311841 | val_loss: 0.031189 | Time: 1611.45 ms [2021-10-05 08:29:27 main:581] : INFO : Epoch 1603 | loss: 0.0311839 | val_loss: 0.0311888 | Time: 1569.77 ms [2021-10-05 08:29:29 main:581] : INFO : Epoch 1604 | loss: 0.031183 | val_loss: 0.0311886 | Time: 1579.95 ms [2021-10-05 08:29:31 main:581] : INFO : Epoch 1605 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 1580.94 ms [2021-10-05 08:29:32 main:581] : INFO : Epoch 1606 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 1657.34 ms [2021-10-05 08:29:34 main:581] : INFO : Epoch 1607 | loss: 0.0311834 | val_loss: 0.0311885 | Time: 1691.18 ms [2021-10-05 08:29:36 main:581] : INFO : Epoch 1608 | loss: 0.031185 | val_loss: 0.0311924 | Time: 1739 ms [2021-10-05 08:29:37 main:581] : INFO : Epoch 1609 | loss: 0.0311844 | val_loss: 0.0311888 | Time: 1687.68 ms [2021-10-05 08:29:39 main:581] : INFO : Epoch 1610 | loss: 0.0311838 | val_loss: 0.0311876 | Time: 1816.17 ms [2021-10-05 08:29:41 main:581] : INFO : Epoch 1611 | loss: 0.0311834 | val_loss: 0.0311954 | Time: 1715.7 ms [2021-10-05 08:29:43 main:581] : INFO : Epoch 1612 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 1607.82 ms [2021-10-05 08:29:44 main:581] : INFO : Epoch 1613 | loss: 0.0311831 | val_loss: 0.0311873 | Time: 1767.52 ms [2021-10-05 08:29:46 main:581] : INFO : Epoch 1614 | loss: 0.0311838 | val_loss: 0.0311892 | Time: 1753.83 ms [2021-10-05 08:29:48 main:581] : INFO : Epoch 1615 | loss: 0.0311828 | val_loss: 0.0311897 | Time: 1715.84 ms [2021-10-05 08:29:49 main:581] : INFO : Epoch 1616 | loss: 0.0311866 | val_loss: 0.0311913 | Time: 1621.29 ms [2021-10-05 08:29:51 main:581] : INFO : Epoch 1617 | loss: 0.0311884 | val_loss: 0.0311908 | Time: 1672.23 ms [2021-10-05 08:29:53 main:581] : INFO : Epoch 1618 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 1605.17 ms [2021-10-05 08:29:54 main:581] : INFO : Epoch 1619 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 1575.19 ms [2021-10-05 08:29:56 main:581] : INFO : Epoch 1620 | loss: 0.0311872 | val_loss: 0.0311911 | Time: 1696.63 ms [2021-10-05 08:29:58 main:581] : INFO : Epoch 1621 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 1771.96 ms [2021-10-05 08:29:59 main:581] : INFO : Epoch 1622 | loss: 0.0311859 | val_loss: 0.0311892 | Time: 1732.04 ms [2021-10-05 08:30:01 main:581] : INFO : Epoch 1623 | loss: 0.0311858 | val_loss: 0.0311961 | Time: 1754.4 ms [2021-10-05 08:30:03 main:581] : INFO : Epoch 1624 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 1722.28 ms [2021-10-05 08:30:05 main:581] : INFO : Epoch 1625 | loss: 0.0311856 | val_loss: 0.031189 | Time: 1633.67 ms [2021-10-05 08:30:06 main:581] : INFO : Epoch 1626 | loss: 0.0311852 | val_loss: 0.0311921 | Time: 1666.4 ms [2021-10-05 08:30:08 main:581] : INFO : Epoch 1627 | loss: 0.0311838 | val_loss: 0.031192 | Time: 1625.08 ms [2021-10-05 08:30:09 main:581] : INFO : Epoch 1628 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 1625.31 ms [2021-10-05 08:30:11 main:581] : INFO : Epoch 1629 | loss: 0.0311838 | val_loss: 0.0311929 | Time: 1737.81 ms [2021-10-05 08:30:13 main:581] : INFO : Epoch 1630 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 1710.61 ms [2021-10-05 08:30:15 main:581] : INFO : Epoch 1631 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 1607.2 ms [2021-10-05 08:30:16 main:581] : INFO : Epoch 1632 | loss: 0.0311842 | val_loss: 0.0311887 | Time: 1597.37 ms [2021-10-05 08:30:18 main:581] : INFO : Epoch 1633 | loss: 0.0311844 | val_loss: 0.0311877 | Time: 1594.07 ms [2021-10-05 08:30:20 main:581] : INFO : Epoch 1634 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 1789.76 ms [2021-10-05 08:30:21 main:581] : INFO : Epoch 1635 | loss: 0.0311839 | val_loss: 0.0311885 | Time: 1722.89 ms [2021-10-05 08:30:23 main:581] : INFO : Epoch 1636 | loss: 0.0311852 | val_loss: 0.031188 | Time: 1741.53 ms [2021-10-05 08:30:25 main:581] : INFO : Epoch 1637 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 1787.34 ms [2021-10-05 08:30:27 main:581] : INFO : Epoch 1638 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 1796.11 ms [2021-10-05 08:30:28 main:581] : INFO : Epoch 1639 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 1534.54 ms [2021-10-05 08:30:30 main:581] : INFO : Epoch 1640 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1619.26 ms [2021-10-05 08:30:31 main:581] : INFO : Epoch 1641 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 1533.71 ms [2021-10-05 08:30:33 main:581] : INFO : Epoch 1642 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 1587.43 ms [2021-10-05 08:30:34 main:581] : INFO : Epoch 1643 | loss: 0.0311813 | val_loss: 0.0311869 | Time: 1634.35 ms [2021-10-05 08:30:36 main:581] : INFO : Epoch 1644 | loss: 0.0311813 | val_loss: 0.0311883 | Time: 1762.66 ms [2021-10-05 08:30:38 main:581] : INFO : Epoch 1645 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 1667.19 ms [2021-10-05 08:30:40 main:581] : INFO : Epoch 1646 | loss: 0.0311818 | val_loss: 0.0311893 | Time: 1625.17 ms [2021-10-05 08:30:41 main:581] : INFO : Epoch 1647 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1548.28 ms [2021-10-05 08:30:43 main:581] : INFO : Epoch 1648 | loss: 0.0311808 | val_loss: 0.0311864 | Time: 1775.71 ms [2021-10-05 08:30:45 main:581] : INFO : Epoch 1649 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 1735.4 ms [2021-10-05 08:30:46 main:581] : INFO : Epoch 1650 | loss: 0.0311819 | val_loss: 0.0311901 | Time: 1736.53 ms [2021-10-05 08:30:48 main:581] : INFO : Epoch 1651 | loss: 0.0311848 | val_loss: 0.0311907 | Time: 1739.7 ms [2021-10-05 08:30:50 main:581] : INFO : Epoch 1652 | loss: 0.0311849 | val_loss: 0.0311906 | Time: 1768.74 ms [2021-10-05 08:30:51 main:581] : INFO : Epoch 1653 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 1563.84 ms [2021-10-05 08:30:53 main:581] : INFO : Epoch 1654 | loss: 0.0311862 | val_loss: 0.031193 | Time: 1582.89 ms [2021-10-05 08:30:55 main:581] : INFO : Epoch 1655 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 1674.23 ms [2021-10-05 08:30:56 main:581] : INFO : Epoch 1656 | loss: 0.031184 | val_loss: 0.0311887 | Time: 1558.22 ms [2021-10-05 08:30:58 main:581] : INFO : Epoch 1657 | loss: 0.0311837 | val_loss: 0.0311884 | Time: 1529.07 ms [2021-10-05 08:30:59 main:581] : INFO : Epoch 1658 | loss: 0.0311846 | val_loss: 0.031188 | Time: 1529 ms [2021-10-05 08:31:01 main:581] : INFO : Epoch 1659 | loss: 0.0311915 | val_loss: 0.0312111 | Time: 1738.68 ms [2021-10-05 08:31:03 main:581] : INFO : Epoch 1660 | loss: 0.0311887 | val_loss: 0.031189 | Time: 1701.9 ms [2021-10-05 08:31:05 main:581] : INFO : Epoch 1661 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 1768.18 ms [2021-10-05 08:31:06 main:581] : INFO : Epoch 1662 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1718.89 ms [2021-10-05 08:31:08 main:581] : INFO : Epoch 1663 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 1745.49 ms [2021-10-05 08:31:10 main:581] : INFO : Epoch 1664 | loss: 0.0311798 | val_loss: 0.031189 | Time: 1751.82 ms [2021-10-05 08:31:11 main:581] : INFO : Epoch 1665 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 1752.6 ms [2021-10-05 08:31:13 main:581] : INFO : Epoch 1666 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 1694.45 ms [2021-10-05 08:31:15 main:581] : INFO : Epoch 1667 | loss: 0.0311798 | val_loss: 0.031186 | Time: 1683.7 ms [2021-10-05 08:31:16 main:581] : INFO : Epoch 1668 | loss: 0.0311802 | val_loss: 0.0311864 | Time: 1590.57 ms [2021-10-05 08:31:18 main:581] : INFO : Epoch 1669 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 1553.16 ms [2021-10-05 08:31:20 main:581] : INFO : Epoch 1670 | loss: 0.0311795 | val_loss: 0.0311865 | Time: 1539.79 ms [2021-10-05 08:31:21 main:581] : INFO : Epoch 1671 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 1620.66 ms [2021-10-05 08:31:23 main:581] : INFO : Epoch 1672 | loss: 0.0311795 | val_loss: 0.0311875 | Time: 1532.79 ms [2021-10-05 08:31:24 main:581] : INFO : Epoch 1673 | loss: 0.0311782 | val_loss: 0.0311849 | Time: 1683.33 ms [2021-10-05 08:31:26 main:581] : INFO : Epoch 1674 | loss: 0.0311799 | val_loss: 0.0311908 | Time: 1828.28 ms [2021-10-05 08:31:28 main:581] : INFO : Epoch 1675 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 1708.16 ms [2021-10-05 08:31:30 main:581] : INFO : Epoch 1676 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 1751.25 ms [2021-10-05 08:31:31 main:581] : INFO : Epoch 1677 | loss: 0.0311787 | val_loss: 0.0311858 | Time: 1723.11 ms [2021-10-05 08:31:33 main:581] : INFO : Epoch 1678 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1676.55 ms [2021-10-05 08:31:35 main:581] : INFO : Epoch 1679 | loss: 0.0311782 | val_loss: 0.0311894 | Time: 1741.4 ms [2021-10-05 08:31:36 main:581] : INFO : Epoch 1680 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 1668.07 ms [2021-10-05 08:31:38 main:581] : INFO : Epoch 1681 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1668.08 ms [2021-10-05 08:31:40 main:581] : INFO : Epoch 1682 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1608.49 ms [2021-10-05 08:31:41 main:581] : INFO : Epoch 1683 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 1618.34 ms [2021-10-05 08:31:43 main:581] : INFO : Epoch 1684 | loss: 0.0311793 | val_loss: 0.0311858 | Time: 1607.2 ms [2021-10-05 08:31:45 main:581] : INFO : Epoch 1685 | loss: 0.0311803 | val_loss: 0.0311936 | Time: 1620.38 ms [2021-10-05 08:31:46 main:581] : INFO : Epoch 1686 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 1558.97 ms [2021-10-05 08:31:48 main:581] : INFO : Epoch 1687 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 1865.59 ms [2021-10-05 08:31:50 main:581] : INFO : Epoch 1688 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 1654.89 ms [2021-10-05 08:31:51 main:581] : INFO : Epoch 1689 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 1666.32 ms [2021-10-05 08:31:53 main:581] : INFO : Epoch 1690 | loss: 0.031183 | val_loss: 0.0311884 | Time: 1727.88 ms [2021-10-05 08:31:55 main:581] : INFO : Epoch 1691 | loss: 0.031182 | val_loss: 0.0311871 | Time: 1710.23 ms [2021-10-05 08:31:56 main:581] : INFO : Epoch 1692 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 1505.13 ms [2021-10-05 08:31:58 main:581] : INFO : Epoch 1693 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 1548.61 ms [2021-10-05 08:32:00 main:581] : INFO : Epoch 1694 | loss: 0.0311806 | val_loss: 0.0311876 | Time: 1778.24 ms [2021-10-05 08:32:01 main:581] : INFO : Epoch 1695 | loss: 0.0311805 | val_loss: 0.0311872 | Time: 1754.13 ms [2021-10-05 08:32:03 main:581] : INFO : Epoch 1696 | loss: 0.0311796 | val_loss: 0.0311865 | Time: 1709.25 ms [2021-10-05 08:32:05 main:581] : INFO : Epoch 1697 | loss: 0.0311792 | val_loss: 0.0311869 | Time: 1645.45 ms [2021-10-05 08:32:06 main:581] : INFO : Epoch 1698 | loss: 0.031179 | val_loss: 0.0311879 | Time: 1606.94 ms [2021-10-05 08:32:08 main:581] : INFO : Epoch 1699 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 1567.77 ms [2021-10-05 08:32:10 main:581] : INFO : Epoch 1700 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 1614.47 ms [2021-10-05 08:32:11 main:581] : INFO : Epoch 1701 | loss: 0.031181 | val_loss: 0.0311881 | Time: 1845.51 ms [2021-10-05 08:32:13 main:581] : INFO : Epoch 1702 | loss: 0.03118 | val_loss: 0.0311921 | Time: 1744.84 ms [2021-10-05 08:32:15 main:581] : INFO : Epoch 1703 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 1736 ms [2021-10-05 08:32:17 main:581] : INFO : Epoch 1704 | loss: 0.0311792 | val_loss: 0.0311865 | Time: 1718.94 ms [2021-10-05 08:32:18 main:581] : INFO : Epoch 1705 | loss: 0.0311782 | val_loss: 0.0311886 | Time: 1706.1 ms [2021-10-05 08:32:20 main:581] : INFO : Epoch 1706 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 1695.55 ms [2021-10-05 08:32:22 main:581] : INFO : Epoch 1707 | loss: 0.0311787 | val_loss: 0.031186 | Time: 1593.52 ms [2021-10-05 08:32:23 main:581] : INFO : Epoch 1708 | loss: 0.0311779 | val_loss: 0.0311864 | Time: 1546.06 ms [2021-10-05 08:32:25 main:581] : INFO : Epoch 1709 | loss: 0.031179 | val_loss: 0.0311884 | Time: 1712.77 ms [2021-10-05 08:32:27 main:581] : INFO : Epoch 1710 | loss: 0.0311769 | val_loss: 0.0311868 | Time: 1669.32 ms [2021-10-05 08:32:28 main:581] : INFO : Epoch 1711 | loss: 0.031177 | val_loss: 0.0311887 | Time: 1647.07 ms [2021-10-05 08:32:30 main:581] : INFO : Epoch 1712 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 1570.37 ms [2021-10-05 08:32:31 main:581] : INFO : Epoch 1713 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 1664.49 ms [2021-10-05 08:32:33 main:581] : INFO : Epoch 1714 | loss: 0.0311772 | val_loss: 0.0311909 | Time: 1735.02 ms [2021-10-05 08:32:35 main:581] : INFO : Epoch 1715 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 1770.96 ms [2021-10-05 08:32:37 main:581] : INFO : Epoch 1716 | loss: 0.0311769 | val_loss: 0.0311847 | Time: 1761.94 ms [2021-10-05 08:32:38 main:581] : INFO : Epoch 1717 | loss: 0.031177 | val_loss: 0.0311867 | Time: 1690.42 ms [2021-10-05 08:32:40 main:581] : INFO : Epoch 1718 | loss: 0.031177 | val_loss: 0.0311858 | Time: 1772.32 ms [2021-10-05 08:32:42 main:581] : INFO : Epoch 1719 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1723.6 ms [2021-10-05 08:32:43 main:581] : INFO : Epoch 1720 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 1563.75 ms [2021-10-05 08:32:45 main:581] : INFO : Epoch 1721 | loss: 0.0311764 | val_loss: 0.0311857 | Time: 1600.97 ms [2021-10-05 08:32:47 main:581] : INFO : Epoch 1722 | loss: 0.0311769 | val_loss: 0.0311865 | Time: 1510.81 ms [2021-10-05 08:32:48 main:581] : INFO : Epoch 1723 | loss: 0.0311765 | val_loss: 0.031188 | Time: 1593.08 ms [2021-10-05 08:32:50 main:581] : INFO : Epoch 1724 | loss: 0.0311799 | val_loss: 0.0312013 | Time: 1683.04 ms [2021-10-05 08:32:52 main:581] : INFO : Epoch 1725 | loss: 0.031182 | val_loss: 0.0311865 | Time: 1728.2 ms [2021-10-05 08:32:53 main:581] : INFO : Epoch 1726 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 1603.05 ms [2021-10-05 08:32:55 main:581] : INFO : Epoch 1727 | loss: 0.0311768 | val_loss: 0.0311875 | Time: 1681.93 ms [2021-10-05 08:32:57 main:581] : INFO : Epoch 1728 | loss: 0.0311767 | val_loss: 0.0311858 | Time: 1721.99 ms [2021-10-05 08:32:58 main:581] : INFO : Epoch 1729 | loss: 0.0311764 | val_loss: 0.031186 | Time: 1717.84 ms [2021-10-05 08:33:00 main:581] : INFO : Epoch 1730 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1661.93 ms [2021-10-05 08:33:02 main:581] : INFO : Epoch 1731 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 1783.95 ms [2021-10-05 08:33:03 main:581] : INFO : Epoch 1732 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 1647.79 ms [2021-10-05 08:33:05 main:581] : INFO : Epoch 1733 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 1553.72 ms [2021-10-05 08:33:07 main:581] : INFO : Epoch 1734 | loss: 0.0311756 | val_loss: 0.0311882 | Time: 1638.36 ms [2021-10-05 08:33:08 main:581] : INFO : Epoch 1735 | loss: 0.0311765 | val_loss: 0.0311885 | Time: 1608.22 ms [2021-10-05 08:33:10 main:581] : INFO : Epoch 1736 | loss: 0.031176 | val_loss: 0.0311846 | Time: 1482.29 ms [2021-10-05 08:33:11 main:581] : INFO : Epoch 1737 | loss: 0.0311758 | val_loss: 0.0311848 | Time: 1568.24 ms [2021-10-05 08:33:13 main:581] : INFO : Epoch 1738 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 1735.23 ms [2021-10-05 08:33:15 main:581] : INFO : Epoch 1739 | loss: 0.0311753 | val_loss: 0.0311849 | Time: 1709.63 ms [2021-10-05 08:33:16 main:581] : INFO : Epoch 1740 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 1671.48 ms [2021-10-05 08:33:18 main:581] : INFO : Epoch 1741 | loss: 0.031175 | val_loss: 0.0311858 | Time: 1619.68 ms [2021-10-05 08:33:20 main:581] : INFO : Epoch 1742 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 1662.11 ms [2021-10-05 08:33:21 main:581] : INFO : Epoch 1743 | loss: 0.0311744 | val_loss: 0.0311848 | Time: 1699.41 ms [2021-10-05 08:33:23 main:581] : INFO : Epoch 1744 | loss: 0.031174 | val_loss: 0.0311847 | Time: 1777.31 ms [2021-10-05 08:33:25 main:581] : INFO : Epoch 1745 | loss: 0.0311745 | val_loss: 0.0311857 | Time: 1762.52 ms [2021-10-05 08:33:27 main:581] : INFO : Epoch 1746 | loss: 0.0311747 | val_loss: 0.0311866 | Time: 1703.74 ms [2021-10-05 08:33:28 main:581] : INFO : Epoch 1747 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 1596.47 ms [2021-10-05 08:33:30 main:581] : INFO : Epoch 1748 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 1696.91 ms [2021-10-05 08:33:31 main:581] : INFO : Epoch 1749 | loss: 0.0311741 | val_loss: 0.0311867 | Time: 1514.14 ms [2021-10-05 08:33:33 main:581] : INFO : Epoch 1750 | loss: 0.0311747 | val_loss: 0.0311862 | Time: 1664.37 ms [2021-10-05 08:33:35 main:581] : INFO : Epoch 1751 | loss: 0.0311739 | val_loss: 0.031186 | Time: 1705.49 ms [2021-10-05 08:33:36 main:581] : INFO : Epoch 1752 | loss: 0.0311751 | val_loss: 0.0311887 | Time: 1677.42 ms [2021-10-05 08:33:38 main:581] : INFO : Epoch 1753 | loss: 0.0311745 | val_loss: 0.0311862 | Time: 1626.62 ms [2021-10-05 08:33:40 main:581] : INFO : Epoch 1754 | loss: 0.0311749 | val_loss: 0.0311877 | Time: 1630.29 ms [2021-10-05 08:33:41 main:581] : INFO : Epoch 1755 | loss: 0.0311743 | val_loss: 0.0311869 | Time: 1611.98 ms [2021-10-05 08:33:43 main:581] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.0311869 | Time: 1633.52 ms [2021-10-05 08:33:44 main:581] : INFO : Epoch 1757 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 1593.64 ms [2021-10-05 08:33:46 main:581] : INFO : Epoch 1758 | loss: 0.0311735 | val_loss: 0.0311876 | Time: 1735.99 ms [2021-10-05 08:33:48 main:581] : INFO : Epoch 1759 | loss: 0.0311731 | val_loss: 0.0311883 | Time: 1743.78 ms [2021-10-05 08:33:50 main:581] : INFO : Epoch 1760 | loss: 0.0311736 | val_loss: 0.0311862 | Time: 1677.73 ms [2021-10-05 08:33:51 main:581] : INFO : Epoch 1761 | loss: 0.0311724 | val_loss: 0.0311858 | Time: 1621.74 ms [2021-10-05 08:33:53 main:581] : INFO : Epoch 1762 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 1545.6 ms [2021-10-05 08:33:54 main:581] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.0311863 | Time: 1582.1 ms [2021-10-05 08:33:56 main:581] : INFO : Epoch 1764 | loss: 0.031174 | val_loss: 0.0311872 | Time: 1579.7 ms [2021-10-05 08:33:58 main:581] : INFO : Epoch 1765 | loss: 0.0311729 | val_loss: 0.0311861 | Time: 1720.58 ms [2021-10-05 08:33:59 main:581] : INFO : Epoch 1766 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 1709.78 ms [2021-10-05 08:34:01 main:581] : INFO : Epoch 1767 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 1756.79 ms [2021-10-05 08:34:03 main:581] : INFO : Epoch 1768 | loss: 0.0311727 | val_loss: 0.0311858 | Time: 1737.34 ms [2021-10-05 08:34:05 main:581] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311869 | Time: 1722.75 ms [2021-10-05 08:34:06 main:581] : INFO : Epoch 1770 | loss: 0.031174 | val_loss: 0.0311845 | Time: 1786.54 ms [2021-10-05 08:34:08 main:581] : INFO : Epoch 1771 | loss: 0.0311726 | val_loss: 0.0311853 | Time: 1515.97 ms [2021-10-05 08:34:10 main:581] : INFO : Epoch 1772 | loss: 0.0311719 | val_loss: 0.0311869 | Time: 1679.26 ms [2021-10-05 08:34:11 main:581] : INFO : Epoch 1773 | loss: 0.0311725 | val_loss: 0.0311851 | Time: 1656.24 ms [2021-10-05 08:34:13 main:581] : INFO : Epoch 1774 | loss: 0.0311715 | val_loss: 0.0311884 | Time: 1600.6 ms [2021-10-05 08:34:15 main:581] : INFO : Epoch 1775 | loss: 0.0311725 | val_loss: 0.0311848 | Time: 1641.37 ms [2021-10-05 08:34:16 main:581] : INFO : Epoch 1776 | loss: 0.0311755 | val_loss: 0.0311855 | Time: 1666.35 ms [2021-10-05 08:34:18 main:581] : INFO : Epoch 1777 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 1591.63 ms [2021-10-05 08:34:19 main:581] : INFO : Epoch 1778 | loss: 0.0311737 | val_loss: 0.031187 | Time: 1713.68 ms [2021-10-05 08:34:21 main:581] : INFO : Epoch 1779 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 1615.49 ms [2021-10-05 08:34:23 main:581] : INFO : Epoch 1780 | loss: 0.0311753 | val_loss: 0.031192 | Time: 1798.2 ms [2021-10-05 08:34:25 main:581] : INFO : Epoch 1781 | loss: 0.0311752 | val_loss: 0.0311875 | Time: 1753.32 ms [2021-10-05 08:34:26 main:581] : INFO : Epoch 1782 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 1584.65 ms [2021-10-05 08:34:28 main:581] : INFO : Epoch 1783 | loss: 0.031174 | val_loss: 0.0311922 | Time: 1566.38 ms [2021-10-05 08:34:29 main:581] : INFO : Epoch 1784 | loss: 0.0311775 | val_loss: 0.0311879 | Time: 1526.43 ms [2021-10-05 08:34:31 main:581] : INFO : Epoch 1785 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 1623.6 ms [2021-10-05 08:34:33 main:581] : INFO : Epoch 1786 | loss: 0.0311746 | val_loss: 0.0311863 | Time: 1631.48 ms [2021-10-05 08:34:34 main:581] : INFO : Epoch 1787 | loss: 0.0311798 | val_loss: 0.0311905 | Time: 1702.92 ms [2021-10-05 08:34:36 main:581] : INFO : Epoch 1788 | loss: 0.031181 | val_loss: 0.0311914 | Time: 1619.99 ms [2021-10-05 08:34:38 main:581] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0311862 | Time: 1591.45 ms [2021-10-05 08:34:39 main:581] : INFO : Epoch 1790 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 1692.86 ms [2021-10-05 08:34:41 main:581] : INFO : Epoch 1791 | loss: 0.0311767 | val_loss: 0.031186 | Time: 1745.53 ms [2021-10-05 08:34:43 main:581] : INFO : Epoch 1792 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 1734.12 ms [2021-10-05 08:34:44 main:581] : INFO : Epoch 1793 | loss: 0.0311763 | val_loss: 0.0311976 | Time: 1703.94 ms [2021-10-05 08:34:46 main:581] : INFO : Epoch 1794 | loss: 0.0311782 | val_loss: 0.0311916 | Time: 1704.83 ms [2021-10-05 08:34:48 main:581] : INFO : Epoch 1795 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1583.56 ms [2021-10-05 08:34:49 main:581] : INFO : Epoch 1796 | loss: 0.0311748 | val_loss: 0.031186 | Time: 1600.74 ms [2021-10-05 08:34:51 main:581] : INFO : Epoch 1797 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 1544.21 ms [2021-10-05 08:34:52 main:581] : INFO : Epoch 1798 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 1665.69 ms [2021-10-05 08:34:54 main:581] : INFO : Epoch 1799 | loss: 0.0311756 | val_loss: 0.0311849 | Time: 1631.53 ms [2021-10-05 08:34:56 main:581] : INFO : Epoch 1800 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 1791.71 ms [2021-10-05 08:34:58 main:581] : INFO : Epoch 1801 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 1718.7 ms [2021-10-05 08:34:59 main:581] : INFO : Epoch 1802 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 1690.09 ms [2021-10-05 08:35:01 main:581] : INFO : Epoch 1803 | loss: 0.0311735 | val_loss: 0.0311859 | Time: 1686.29 ms [2021-10-05 08:35:03 main:581] : INFO : Epoch 1804 | loss: 0.031174 | val_loss: 0.0311902 | Time: 1756.64 ms [2021-10-05 08:35:05 main:581] : INFO : Epoch 1805 | loss: 0.0311761 | val_loss: 0.0311871 | Time: 1768.25 ms [2021-10-05 08:35:06 main:581] : INFO : Epoch 1806 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 1755.42 ms [2021-10-05 08:35:08 main:581] : INFO : Epoch 1807 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1755.79 ms [2021-10-05 08:35:10 main:581] : INFO : Epoch 1808 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 1684.99 ms [2021-10-05 08:35:11 main:581] : INFO : Epoch 1809 | loss: 0.031172 | val_loss: 0.0311842 | Time: 1566.93 ms [2021-10-05 08:35:13 main:581] : INFO : Epoch 1810 | loss: 0.0311715 | val_loss: 0.0311835 | Time: 1612.05 ms [2021-10-05 08:35:15 main:581] : INFO : Epoch 1811 | loss: 0.0311719 | val_loss: 0.0311848 | Time: 1679.02 ms [2021-10-05 08:35:16 main:581] : INFO : Epoch 1812 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 1525.18 ms [2021-10-05 08:35:18 main:581] : INFO : Epoch 1813 | loss: 0.0311827 | val_loss: 0.0311855 | Time: 1585.17 ms [2021-10-05 08:35:19 main:581] : INFO : Epoch 1814 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 1675.52 ms [2021-10-05 08:35:21 main:581] : INFO : Epoch 1815 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 1746.15 ms [2021-10-05 08:35:23 main:581] : INFO : Epoch 1816 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 1755.06 ms [2021-10-05 08:35:25 main:581] : INFO : Epoch 1817 | loss: 0.031181 | val_loss: 0.0311854 | Time: 1711.6 ms [2021-10-05 08:35:26 main:581] : INFO : Epoch 1818 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 1703.96 ms [2021-10-05 08:35:28 main:581] : INFO : Epoch 1819 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 1776.2 ms [2021-10-05 08:35:30 main:581] : INFO : Epoch 1820 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 1650.73 ms [2021-10-05 08:35:32 main:581] : INFO : Epoch 1821 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 1798.95 ms [2021-10-05 08:35:33 main:581] : INFO : Epoch 1822 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 1798.27 ms [2021-10-05 08:35:35 main:581] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 1475.7 ms [2021-10-05 08:35:36 main:581] : INFO : Epoch 1824 | loss: 0.0311769 | val_loss: 0.031187 | Time: 1577.58 ms [2021-10-05 08:35:38 main:581] : INFO : Epoch 1825 | loss: 0.031177 | val_loss: 0.0311861 | Time: 1550.59 ms [2021-10-05 08:35:40 main:581] : INFO : Epoch 1826 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 1680.43 ms [2021-10-05 08:35:41 main:581] : INFO : Epoch 1827 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 1550.2 ms [2021-10-05 08:35:43 main:581] : INFO : Epoch 1828 | loss: 0.0311776 | val_loss: 0.0311868 | Time: 1685.66 ms [2021-10-05 08:35:45 main:581] : INFO : Epoch 1829 | loss: 0.031176 | val_loss: 0.0311863 | Time: 1776.34 ms [2021-10-05 08:35:46 main:581] : INFO : Epoch 1830 | loss: 0.031177 | val_loss: 0.0311923 | Time: 1786.28 ms [2021-10-05 08:35:48 main:581] : INFO : Epoch 1831 | loss: 0.0311769 | val_loss: 0.0311866 | Time: 1752.63 ms [2021-10-05 08:35:50 main:581] : INFO : Epoch 1832 | loss: 0.031175 | val_loss: 0.0311863 | Time: 1744.73 ms [2021-10-05 08:35:52 main:581] : INFO : Epoch 1833 | loss: 0.031174 | val_loss: 0.0311868 | Time: 1711.83 ms [2021-10-05 08:35:53 main:581] : INFO : Epoch 1834 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 1631.24 ms [2021-10-05 08:35:55 main:581] : INFO : Epoch 1835 | loss: 0.0311745 | val_loss: 0.031187 | Time: 1721.19 ms [2021-10-05 08:35:57 main:581] : INFO : Epoch 1836 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 1781.49 ms [2021-10-05 08:35:58 main:581] : INFO : Epoch 1837 | loss: 0.0311739 | val_loss: 0.0311853 | Time: 1608.35 ms [2021-10-05 08:36:00 main:581] : INFO : Epoch 1838 | loss: 0.031173 | val_loss: 0.0311857 | Time: 1510.12 ms [2021-10-05 08:36:01 main:581] : INFO : Epoch 1839 | loss: 0.0311729 | val_loss: 0.0311866 | Time: 1571.44 ms [2021-10-05 08:36:03 main:581] : INFO : Epoch 1840 | loss: 0.0311736 | val_loss: 0.0311878 | Time: 1601.77 ms [2021-10-05 08:36:05 main:581] : INFO : Epoch 1841 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1626.25 ms [2021-10-05 08:36:06 main:581] : INFO : Epoch 1842 | loss: 0.0311723 | val_loss: 0.0311847 | Time: 1577.96 ms [2021-10-05 08:36:08 main:581] : INFO : Epoch 1843 | loss: 0.0311733 | val_loss: 0.0311904 | Time: 1854.07 ms [2021-10-05 08:36:10 main:581] : INFO : Epoch 1844 | loss: 0.0311722 | val_loss: 0.0311862 | Time: 1726.91 ms [2021-10-05 08:36:12 main:581] : INFO : Epoch 1845 | loss: 0.0311736 | val_loss: 0.0311868 | Time: 1702.56 ms [2021-10-05 08:36:13 main:581] : INFO : Epoch 1846 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 1808.86 ms [2021-10-05 08:36:15 main:581] : INFO : Epoch 1847 | loss: 0.0311724 | val_loss: 0.0311845 | Time: 1784.07 ms [2021-10-05 08:36:17 main:581] : INFO : Epoch 1848 | loss: 0.0311721 | val_loss: 0.0311844 | Time: 1584.82 ms [2021-10-05 08:36:18 main:581] : INFO : Epoch 1849 | loss: 0.0311711 | val_loss: 0.0311849 | Time: 1548.72 ms [2021-10-05 08:36:20 main:581] : INFO : Epoch 1850 | loss: 0.0311718 | val_loss: 0.0311847 | Time: 1715.83 ms [2021-10-05 08:36:22 main:581] : INFO : Epoch 1851 | loss: 0.031171 | val_loss: 0.0311867 | Time: 1809.55 ms [2021-10-05 08:36:23 main:581] : INFO : Epoch 1852 | loss: 0.031171 | val_loss: 0.0311839 | Time: 1704.4 ms [2021-10-05 08:36:25 main:581] : INFO : Epoch 1853 | loss: 0.0311707 | val_loss: 0.0311849 | Time: 1592.32 ms [2021-10-05 08:36:27 main:581] : INFO : Epoch 1854 | loss: 0.0311711 | val_loss: 0.0311847 | Time: 1549.5 ms [2021-10-05 08:36:28 main:581] : INFO : Epoch 1855 | loss: 0.031172 | val_loss: 0.0311845 | Time: 1701.43 ms [2021-10-05 08:36:30 main:581] : INFO : Epoch 1856 | loss: 0.0311707 | val_loss: 0.0311853 | Time: 1715.53 ms [2021-10-05 08:36:32 main:581] : INFO : Epoch 1857 | loss: 0.0311733 | val_loss: 0.0311874 | Time: 1646.7 ms [2021-10-05 08:36:33 main:581] : INFO : Epoch 1858 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 1631.18 ms [2021-10-05 08:36:35 main:581] : INFO : Epoch 1859 | loss: 0.031171 | val_loss: 0.0311858 | Time: 1716.91 ms [2021-10-05 08:36:37 main:581] : INFO : Epoch 1860 | loss: 0.0311706 | val_loss: 0.0311867 | Time: 1701.07 ms [2021-10-05 08:36:38 main:581] : INFO : Epoch 1861 | loss: 0.0311694 | val_loss: 0.0311861 | Time: 1720.3 ms [2021-10-05 08:36:40 main:581] : INFO : Epoch 1862 | loss: 0.031169 | val_loss: 0.0311894 | Time: 1576.26 ms [2021-10-05 08:36:42 main:581] : INFO : Epoch 1863 | loss: 0.031173 | val_loss: 0.031188 | Time: 1615.31 ms [2021-10-05 08:36:43 main:581] : INFO : Epoch 1864 | loss: 0.0311703 | val_loss: 0.0311847 | Time: 1613.76 ms [2021-10-05 08:36:45 main:581] : INFO : Epoch 1865 | loss: 0.0311697 | val_loss: 0.0311856 | Time: 1632.38 ms [2021-10-05 08:36:47 main:581] : INFO : Epoch 1866 | loss: 0.0311689 | val_loss: 0.0311877 | Time: 1732.06 ms [2021-10-05 08:36:48 main:581] : INFO : Epoch 1867 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 1639.28 ms [2021-10-05 08:36:50 main:581] : INFO : Epoch 1868 | loss: 0.0311701 | val_loss: 0.0311851 | Time: 1628.73 ms [2021-10-05 08:36:51 main:581] : INFO : Epoch 1869 | loss: 0.0311702 | val_loss: 0.0311872 | Time: 1502.37 ms [2021-10-05 08:36:53 main:581] : INFO : Epoch 1870 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 1608.58 ms [2021-10-05 08:36:55 main:581] : INFO : Epoch 1871 | loss: 0.0311726 | val_loss: 0.0311895 | Time: 1735.87 ms [2021-10-05 08:36:56 main:581] : INFO : Epoch 1872 | loss: 0.0311716 | val_loss: 0.0311896 | Time: 1688.59 ms [2021-10-05 08:36:58 main:581] : INFO : Epoch 1873 | loss: 0.0311715 | val_loss: 0.0311862 | Time: 1655.9 ms [2021-10-05 08:37:00 main:581] : INFO : Epoch 1874 | loss: 0.0311693 | val_loss: 0.031187 | Time: 1723.45 ms [2021-10-05 08:37:02 main:581] : INFO : Epoch 1875 | loss: 0.0311697 | val_loss: 0.031185 | Time: 1707.75 ms [2021-10-05 08:37:03 main:581] : INFO : Epoch 1876 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 1590.39 ms [2021-10-05 08:37:05 main:581] : INFO : Epoch 1877 | loss: 0.0311747 | val_loss: 0.031192 | Time: 1600.66 ms [2021-10-05 08:37:06 main:581] : INFO : Epoch 1878 | loss: 0.0311766 | val_loss: 0.0311898 | Time: 1615.94 ms [2021-10-05 08:37:08 main:581] : INFO : Epoch 1879 | loss: 0.031178 | val_loss: 0.031187 | Time: 1673.82 ms [2021-10-05 08:37:10 main:581] : INFO : Epoch 1880 | loss: 0.0311756 | val_loss: 0.0311859 | Time: 1640.62 ms [2021-10-05 08:37:11 main:581] : INFO : Epoch 1881 | loss: 0.0311743 | val_loss: 0.0311855 | Time: 1752.51 ms [2021-10-05 08:37:13 main:581] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.031189 | Time: 1693.27 ms [2021-10-05 08:37:15 main:581] : INFO : Epoch 1883 | loss: 0.0311749 | val_loss: 0.031187 | Time: 1602.21 ms [2021-10-05 08:37:16 main:581] : INFO : Epoch 1884 | loss: 0.0311741 | val_loss: 0.0311852 | Time: 1607.71 ms [2021-10-05 08:37:18 main:581] : INFO : Epoch 1885 | loss: 0.0311733 | val_loss: 0.031186 | Time: 1744.33 ms [2021-10-05 08:37:20 main:581] : INFO : Epoch 1886 | loss: 0.0311721 | val_loss: 0.0311877 | Time: 1719.89 ms [2021-10-05 08:37:22 main:581] : INFO : Epoch 1887 | loss: 0.0311728 | val_loss: 0.0311864 | Time: 1766.97 ms [2021-10-05 08:37:23 main:581] : INFO : Epoch 1888 | loss: 0.0311707 | val_loss: 0.0311867 | Time: 1666.4 ms [2021-10-05 08:37:25 main:581] : INFO : Epoch 1889 | loss: 0.0311733 | val_loss: 0.0311858 | Time: 1736.82 ms [2021-10-05 08:37:27 main:581] : INFO : Epoch 1890 | loss: 0.0311703 | val_loss: 0.0311868 | Time: 1595.81 ms [2021-10-05 08:37:28 main:581] : INFO : Epoch 1891 | loss: 0.0311704 | val_loss: 0.0311885 | Time: 1599.21 ms [2021-10-05 08:37:30 main:581] : INFO : Epoch 1892 | loss: 0.0311707 | val_loss: 0.0311874 | Time: 1558.87 ms [2021-10-05 08:37:31 main:581] : INFO : Epoch 1893 | loss: 0.0311703 | val_loss: 0.0311882 | Time: 1525.04 ms [2021-10-05 08:37:33 main:581] : INFO : Epoch 1894 | loss: 0.03117 | val_loss: 0.0311847 | Time: 1596.7 ms [2021-10-05 08:37:34 main:581] : INFO : Epoch 1895 | loss: 0.0311716 | val_loss: 0.03119 | Time: 1570.98 ms [2021-10-05 08:37:36 main:581] : INFO : Epoch 1896 | loss: 0.0311704 | val_loss: 0.0311876 | Time: 1612.57 ms [2021-10-05 08:37:38 main:581] : INFO : Epoch 1897 | loss: 0.0311754 | val_loss: 0.0312051 | Time: 1683.55 ms [2021-10-05 08:37:39 main:581] : INFO : Epoch 1898 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 1661.5 ms [2021-10-05 08:37:41 main:581] : INFO : Epoch 1899 | loss: 0.0311754 | val_loss: 0.0311936 | Time: 1761.47 ms [2021-10-05 08:37:43 main:581] : INFO : Epoch 1900 | loss: 0.0311731 | val_loss: 0.031187 | Time: 1665.26 ms [2021-10-05 08:37:45 main:581] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.0311879 | Time: 1730.14 ms [2021-10-05 08:37:46 main:581] : INFO : Epoch 1902 | loss: 0.0311709 | val_loss: 0.0311889 | Time: 1768.05 ms [2021-10-05 08:37:48 main:581] : INFO : Epoch 1903 | loss: 0.0311697 | val_loss: 0.0311888 | Time: 1662.56 ms [2021-10-05 08:37:50 main:581] : INFO : Epoch 1904 | loss: 0.0311695 | val_loss: 0.0311884 | Time: 1654.63 ms [2021-10-05 08:37:51 main:581] : INFO : Epoch 1905 | loss: 0.03117 | val_loss: 0.0311857 | Time: 1655.66 ms [2021-10-05 08:37:53 main:581] : INFO : Epoch 1906 | loss: 0.0311701 | val_loss: 0.0311893 | Time: 1660.9 ms [2021-10-05 08:37:55 main:581] : INFO : Epoch 1907 | loss: 0.03117 | val_loss: 0.031189 | Time: 1589.55 ms [2021-10-05 08:37:56 main:581] : INFO : Epoch 1908 | loss: 0.0311716 | val_loss: 0.0311979 | Time: 1708.07 ms [2021-10-05 08:37:58 main:581] : INFO : Epoch 1909 | loss: 0.0311731 | val_loss: 0.0311884 | Time: 1663.77 ms [2021-10-05 08:38:00 main:581] : INFO : Epoch 1910 | loss: 0.031171 | val_loss: 0.0311888 | Time: 1620.42 ms [2021-10-05 08:38:01 main:581] : INFO : Epoch 1911 | loss: 0.0311773 | val_loss: 0.0311891 | Time: 1783.13 ms [2021-10-05 08:38:03 main:581] : INFO : Epoch 1912 | loss: 0.0311768 | val_loss: 0.0311862 | Time: 1720.66 ms [2021-10-05 08:38:05 main:581] : INFO : Epoch 1913 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 1704.12 ms [2021-10-05 08:38:06 main:581] : INFO : Epoch 1914 | loss: 0.0311749 | val_loss: 0.0311855 | Time: 1777.98 ms [2021-10-05 08:38:08 main:581] : INFO : Epoch 1915 | loss: 0.0311735 | val_loss: 0.0311849 | Time: 1724.37 ms [2021-10-05 08:38:10 main:581] : INFO : Epoch 1916 | loss: 0.0311731 | val_loss: 0.031185 | Time: 1640.11 ms [2021-10-05 08:38:11 main:581] : INFO : Epoch 1917 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 1634.16 ms [2021-10-05 08:38:13 main:581] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.0311865 | Time: 1679.9 ms [2021-10-05 08:38:15 main:581] : INFO : Epoch 1919 | loss: 0.0311735 | val_loss: 0.0311845 | Time: 1707.64 ms [2021-10-05 08:38:17 main:581] : INFO : Epoch 1920 | loss: 0.0311729 | val_loss: 0.0311874 | Time: 1627.68 ms [2021-10-05 08:38:18 main:581] : INFO : Epoch 1921 | loss: 0.031173 | val_loss: 0.0311855 | Time: 1699.64 ms [2021-10-05 08:38:20 main:581] : INFO : Epoch 1922 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 1653.34 ms [2021-10-05 08:38:22 main:581] : INFO : Epoch 1923 | loss: 0.0311723 | val_loss: 0.0311842 | Time: 1719.03 ms [2021-10-05 08:38:23 main:581] : INFO : Epoch 1924 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 1652.53 ms [2021-10-05 08:38:25 main:581] : INFO : Epoch 1925 | loss: 0.0311719 | val_loss: 0.0311844 | Time: 1726.46 ms [2021-10-05 08:38:27 main:581] : INFO : Epoch 1926 | loss: 0.0311747 | val_loss: 0.0311843 | Time: 1725.45 ms [2021-10-05 08:38:28 main:581] : INFO : Epoch 1927 | loss: 0.0311759 | val_loss: 0.031183 | Time: 1590.41 ms [2021-10-05 08:38:30 main:581] : INFO : Epoch 1928 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 1495.61 ms [2021-10-05 08:38:31 main:581] : INFO : Epoch 1929 | loss: 0.031175 | val_loss: 0.0311866 | Time: 1537.26 ms [2021-10-05 08:38:33 main:581] : INFO : Epoch 1930 | loss: 0.0311733 | val_loss: 0.0311835 | Time: 1718.62 ms [2021-10-05 08:38:35 main:581] : INFO : Epoch 1931 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 1741.22 ms [2021-10-05 08:38:37 main:581] : INFO : Epoch 1932 | loss: 0.0311717 | val_loss: 0.0311894 | Time: 1733.39 ms [2021-10-05 08:38:38 main:581] : INFO : Epoch 1933 | loss: 0.0311735 | val_loss: 0.0311865 | Time: 1774.11 ms [2021-10-05 08:38:40 main:581] : INFO : Epoch 1934 | loss: 0.0311733 | val_loss: 0.0311852 | Time: 1659.36 ms [2021-10-05 08:38:42 main:581] : INFO : Epoch 1935 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 1778.59 ms [2021-10-05 08:38:43 main:581] : INFO : Epoch 1936 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 1734.42 ms [2021-10-05 08:38:45 main:581] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 1589.51 ms [2021-10-05 08:38:47 main:581] : INFO : Epoch 1938 | loss: 0.0311714 | val_loss: 0.0311828 | Time: 1605.41 ms [2021-10-05 08:38:48 main:581] : INFO : Epoch 1939 | loss: 0.0311731 | val_loss: 0.0311835 | Time: 1656.47 ms [2021-10-05 08:38:50 main:581] : INFO : Epoch 1940 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 1711.7 ms [2021-10-05 08:38:52 main:581] : INFO : Epoch 1941 | loss: 0.0311717 | val_loss: 0.0311856 | Time: 1802.8 ms [2021-10-05 08:38:53 main:581] : INFO : Epoch 1942 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 1624.28 ms [2021-10-05 08:38:55 main:581] : INFO : Epoch 1943 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 1552.27 ms [2021-10-05 08:38:57 main:581] : INFO : Epoch 1944 | loss: 0.0311726 | val_loss: 0.0311871 | Time: 1594.33 ms [2021-10-05 08:38:58 main:581] : INFO : Epoch 1945 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1779.74 ms [2021-10-05 08:39:00 main:581] : INFO : Epoch 1946 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 1779.22 ms [2021-10-05 08:39:02 main:581] : INFO : Epoch 1947 | loss: 0.031173 | val_loss: 0.0311849 | Time: 1639.92 ms [2021-10-05 08:39:03 main:581] : INFO : Epoch 1948 | loss: 0.0311716 | val_loss: 0.031181 | Time: 1679.25 ms [2021-10-05 08:39:05 main:581] : INFO : Epoch 1949 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 1642.46 ms [2021-10-05 08:39:07 main:581] : INFO : Epoch 1950 | loss: 0.0311706 | val_loss: 0.0311845 | Time: 1733.17 ms [2021-10-05 08:39:09 main:581] : INFO : Epoch 1951 | loss: 0.0311697 | val_loss: 0.031182 | Time: 1661.11 ms [2021-10-05 08:39:10 main:581] : INFO : Epoch 1952 | loss: 0.0311719 | val_loss: 0.0311822 | Time: 1693 ms [2021-10-05 08:39:12 main:581] : INFO : Epoch 1953 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1582.78 ms [2021-10-05 08:39:13 main:581] : INFO : Epoch 1954 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 1653.61 ms [2021-10-05 08:39:15 main:581] : INFO : Epoch 1955 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 1576.07 ms [2021-10-05 08:39:17 main:581] : INFO : Epoch 1956 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 1760.06 ms [2021-10-05 08:39:18 main:581] : INFO : Epoch 1957 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 1680.87 ms [2021-10-05 08:39:20 main:581] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311851 | Time: 1795.65 ms [2021-10-05 08:39:22 main:581] : INFO : Epoch 1959 | loss: 0.0311699 | val_loss: 0.0311813 | Time: 1690.16 ms [2021-10-05 08:39:24 main:581] : INFO : Epoch 1960 | loss: 0.0311691 | val_loss: 0.0311856 | Time: 1613.25 ms [2021-10-05 08:39:25 main:581] : INFO : Epoch 1961 | loss: 0.0311715 | val_loss: 0.031185 | Time: 1689.87 ms [2021-10-05 08:39:27 main:581] : INFO : Epoch 1962 | loss: 0.0311755 | val_loss: 0.031186 | Time: 1627.08 ms [2021-10-05 08:39:28 main:581] : INFO : Epoch 1963 | loss: 0.0311761 | val_loss: 0.031183 | Time: 1608.96 ms [2021-10-05 08:39:30 main:581] : INFO : Epoch 1964 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 1595.12 ms [2021-10-05 08:39:32 main:581] : INFO : Epoch 1965 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 1563.52 ms [2021-10-05 08:39:33 main:581] : INFO : Epoch 1966 | loss: 0.0311805 | val_loss: 0.0311854 | Time: 1561.6 ms [2021-10-05 08:39:35 main:581] : INFO : Epoch 1967 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 1802.33 ms [2021-10-05 08:39:37 main:581] : INFO : Epoch 1968 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 1721.68 ms [2021-10-05 08:39:38 main:581] : INFO : Epoch 1969 | loss: 0.031178 | val_loss: 0.0311842 | Time: 1612.76 ms [2021-10-05 08:39:40 main:581] : INFO : Epoch 1970 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 1752.47 ms [2021-10-05 08:39:42 main:581] : INFO : Epoch 1971 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 1669.92 ms [2021-10-05 08:39:43 main:581] : INFO : Epoch 1972 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 1616.33 ms [2021-10-05 08:39:45 main:581] : INFO : Epoch 1973 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 1751.48 ms [2021-10-05 08:39:47 main:581] : INFO : Epoch 1974 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1781.85 ms [2021-10-05 08:39:48 main:581] : INFO : Epoch 1975 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1490.76 ms [2021-10-05 08:39:50 main:581] : INFO : Epoch 1976 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 1536.36 ms [2021-10-05 08:39:52 main:581] : INFO : Epoch 1977 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 1648.38 ms [2021-10-05 08:39:53 main:581] : INFO : Epoch 1978 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 1551.56 ms [2021-10-05 08:39:55 main:581] : INFO : Epoch 1979 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 1608.6 ms [2021-10-05 08:39:56 main:581] : INFO : Epoch 1980 | loss: 0.0311746 | val_loss: 0.031179 | Time: 1624.08 ms [2021-10-05 08:39:58 main:581] : INFO : Epoch 1981 | loss: 0.0311741 | val_loss: 0.0311808 | Time: 1590.63 ms [2021-10-05 08:39:59 main:581] : INFO : Epoch 1982 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 1505.91 ms [2021-10-05 08:40:01 main:581] : INFO : Epoch 1983 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1569.04 ms [2021-10-05 08:40:03 main:581] : INFO : Epoch 1984 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 1611.46 ms [2021-10-05 08:40:04 main:581] : INFO : Epoch 1985 | loss: 0.0311723 | val_loss: 0.0311839 | Time: 1612.46 ms [2021-10-05 08:40:06 main:581] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 1784.9 ms [2021-10-05 08:40:08 main:581] : INFO : Epoch 1987 | loss: 0.0311752 | val_loss: 0.0311895 | Time: 1754.8 ms [2021-10-05 08:40:09 main:581] : INFO : Epoch 1988 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 1540.13 ms [2021-10-05 08:40:11 main:581] : INFO : Epoch 1989 | loss: 0.031177 | val_loss: 0.0311845 | Time: 1543.45 ms [2021-10-05 08:40:12 main:581] : INFO : Epoch 1990 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 1552.05 ms [2021-10-05 08:40:14 main:581] : INFO : Epoch 1991 | loss: 0.031173 | val_loss: 0.0311814 | Time: 1657.49 ms [2021-10-05 08:40:16 main:581] : INFO : Epoch 1992 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 1574.82 ms [2021-10-05 08:40:17 main:581] : INFO : Epoch 1993 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 1727.17 ms [2021-10-05 08:40:19 main:581] : INFO : Epoch 1994 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 1675.99 ms [2021-10-05 08:40:21 main:581] : INFO : Epoch 1995 | loss: 0.0311747 | val_loss: 0.0311849 | Time: 1662.56 ms [2021-10-05 08:40:22 main:581] : INFO : Epoch 1996 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 1716.18 ms [2021-10-05 08:40:24 main:581] : INFO : Epoch 1997 | loss: 0.0311774 | val_loss: 0.031181 | Time: 1741.76 ms [2021-10-05 08:40:26 main:581] : INFO : Epoch 1998 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 1510.85 ms [2021-10-05 08:40:27 main:581] : INFO : Epoch 1999 | loss: 0.0319263 | val_loss: 0.0315929 | Time: 1540.27 ms [2021-10-05 08:40:29 main:581] : INFO : Epoch 2000 | loss: 0.0321997 | val_loss: 0.0314809 | Time: 1712.08 ms [2021-10-05 08:40:31 main:581] : INFO : Epoch 2001 | loss: 0.0313058 | val_loss: 0.0312245 | Time: 1735.82 ms [2021-10-05 08:40:32 main:581] : INFO : Epoch 2002 | loss: 0.0312023 | val_loss: 0.031191 | Time: 1656.25 ms [2021-10-05 08:40:34 main:581] : INFO : Epoch 2003 | loss: 0.031182 | val_loss: 0.0311861 | Time: 1535.76 ms [2021-10-05 08:40:35 main:581] : INFO : Epoch 2004 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 1493.04 ms [2021-10-05 08:40:37 main:581] : INFO : Epoch 2005 | loss: 0.0311783 | val_loss: 0.0312015 | Time: 1593.63 ms [2021-10-05 08:40:39 main:581] : INFO : Epoch 2006 | loss: 0.0311788 | val_loss: 0.0311808 | Time: 1756.28 ms [2021-10-05 08:40:40 main:581] : INFO : Epoch 2007 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1718.35 ms [2021-10-05 08:40:42 main:581] : INFO : Epoch 2008 | loss: 0.0311768 | val_loss: 0.0311844 | Time: 1727.36 ms [2021-10-05 08:40:44 main:581] : INFO : Epoch 2009 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 1748.27 ms [2021-10-05 08:40:46 main:581] : INFO : Epoch 2010 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1782.64 ms [2021-10-05 08:40:47 main:581] : INFO : Epoch 2011 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 1743.59 ms [2021-10-05 08:40:49 main:581] : INFO : Epoch 2012 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 1634.6 ms [2021-10-05 08:40:51 main:581] : INFO : Epoch 2013 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 1624.09 ms [2021-10-05 08:40:52 main:581] : INFO : Epoch 2014 | loss: 0.0311757 | val_loss: 0.0311873 | Time: 1629.42 ms [2021-10-05 08:40:54 main:581] : INFO : Epoch 2015 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1677.25 ms [2021-10-05 08:40:56 main:581] : INFO : Epoch 2016 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1815.01 ms [2021-10-05 08:40:58 main:581] : INFO : Epoch 2017 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 1695.53 ms [2021-10-05 08:40:59 main:581] : INFO : Epoch 2018 | loss: 0.0311746 | val_loss: 0.0311853 | Time: 1601.77 ms [2021-10-05 08:41:01 main:581] : INFO : Epoch 2019 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 1604.07 ms [2021-10-05 08:41:03 main:581] : INFO : Epoch 2020 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1773.37 ms [2021-10-05 08:41:04 main:581] : INFO : Epoch 2021 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 1752.24 ms [2021-10-05 08:41:06 main:581] : INFO : Epoch 2022 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1681.81 ms [2021-10-05 08:41:08 main:581] : INFO : Epoch 2023 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 1744.4 ms [2021-10-05 08:41:09 main:581] : INFO : Epoch 2024 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 1747.1 ms [2021-10-05 08:41:11 main:581] : INFO : Epoch 2025 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 1752.51 ms [2021-10-05 08:41:13 main:581] : INFO : Epoch 2026 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 1608.15 ms [2021-10-05 08:41:14 main:581] : INFO : Epoch 2027 | loss: 0.0311756 | val_loss: 0.0311852 | Time: 1587.55 ms [2021-10-05 08:41:16 main:581] : INFO : Epoch 2028 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 1627.43 ms [2021-10-05 08:41:18 main:581] : INFO : Epoch 2029 | loss: 0.0311714 | val_loss: 0.0311817 | Time: 1569.16 ms [2021-10-05 08:41:19 main:581] : INFO : Epoch 2030 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 1706.99 ms [2021-10-05 08:41:21 main:581] : INFO : Epoch 2031 | loss: 0.0311722 | val_loss: 0.0311835 | Time: 1760.03 ms [2021-10-05 08:41:23 main:581] : INFO : Epoch 2032 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 1765.73 ms [2021-10-05 08:41:25 main:581] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 1726.74 ms [2021-10-05 08:41:26 main:581] : INFO : Epoch 2034 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 1585.94 ms [2021-10-05 08:41:28 main:581] : INFO : Epoch 2035 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1695.1 ms [2021-10-05 08:41:30 main:581] : INFO : Epoch 2036 | loss: 0.031171 | val_loss: 0.0311814 | Time: 1785.06 ms [2021-10-05 08:41:31 main:581] : INFO : Epoch 2037 | loss: 0.0311705 | val_loss: 0.03118 | Time: 1768.47 ms [2021-10-05 08:41:33 main:581] : INFO : Epoch 2038 | loss: 0.0311698 | val_loss: 0.0311805 | Time: 1729.47 ms [2021-10-05 08:41:35 main:581] : INFO : Epoch 2039 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 1680.29 ms [2021-10-05 08:41:36 main:581] : INFO : Epoch 2040 | loss: 0.0311719 | val_loss: 0.0311846 | Time: 1631.76 ms [2021-10-05 08:41:38 main:581] : INFO : Epoch 2041 | loss: 0.0311737 | val_loss: 0.031182 | Time: 1568.6 ms [2021-10-05 08:41:40 main:581] : INFO : Epoch 2042 | loss: 0.0311706 | val_loss: 0.0311815 | Time: 1580.37 ms [2021-10-05 08:41:41 main:581] : INFO : Epoch 2043 | loss: 0.0311702 | val_loss: 0.031182 | Time: 1608.29 ms [2021-10-05 08:41:43 main:581] : INFO : Epoch 2044 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 1576.39 ms [2021-10-05 08:41:45 main:581] : INFO : Epoch 2045 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 1726.85 ms [2021-10-05 08:41:46 main:581] : INFO : Epoch 2046 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 1689.39 ms [2021-10-05 08:41:48 main:581] : INFO : Epoch 2047 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 1781.8 ms [2021-10-05 08:41:50 main:581] : INFO : Epoch 2048 | loss: 0.031172 | val_loss: 0.031181 | Time: 1687.31 ms [2021-10-05 08:41:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031181 [2021-10-05 08:41:50 main:610] : INFO : Saving end state to config to file [2021-10-05 08:41:50 main:615] : INFO : Success, exiting.. 08:41:50 (33976): 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)