Task 5544578
| Name | ParityMachine-1624574454-29702-2_0 |
| Workunit | 3393905 |
| Created | 30 Jun 2021, 19:47:53 UTC |
| Sent | 3 Jul 2021, 21:29:31 UTC |
| Report deadline | 10 Jul 2021, 21:29:31 UTC |
| Received | 4 Jul 2021, 1:41:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 0 min 55 sec |
| CPU time | 1 hours 0 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 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 1572 | loss: 0.0311795 | val_loss: 0.0311932 | Time: 1700.55 ms
[2021-07-04 02:35:29 main:574] : INFO : Epoch 1573 | loss: 0.031181 | val_loss: 0.0311915 | Time: 1704.09 ms
[2021-07-04 02:35:30 main:574] : INFO : Epoch 1574 | loss: 0.0311821 | val_loss: 0.0311941 | Time: 1681.67 ms
[2021-07-04 02:35:32 main:574] : INFO : Epoch 1575 | loss: 0.0311816 | val_loss: 0.0311968 | Time: 1710.69 ms
[2021-07-04 02:35:34 main:574] : INFO : Epoch 1576 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 1676.02 ms
[2021-07-04 02:35:35 main:574] : INFO : Epoch 1577 | loss: 0.0311797 | val_loss: 0.0311931 | Time: 1699.06 ms
[2021-07-04 02:35:37 main:574] : INFO : Epoch 1578 | loss: 0.0311786 | val_loss: 0.0311909 | Time: 1703.08 ms
[2021-07-04 02:35:39 main:574] : INFO : Epoch 1579 | loss: 0.0311804 | val_loss: 0.0311932 | Time: 1686.41 ms
[2021-07-04 02:35:40 main:574] : INFO : Epoch 1580 | loss: 0.0311796 | val_loss: 0.0311913 | Time: 1688.49 ms
[2021-07-04 02:35:42 main:574] : INFO : Epoch 1581 | loss: 0.0311787 | val_loss: 0.0311933 | Time: 1692.43 ms
[2021-07-04 02:35:44 main:574] : INFO : Epoch 1582 | loss: 0.0311814 | val_loss: 0.0311928 | Time: 1683.7 ms
[2021-07-04 02:35:46 main:574] : INFO : Epoch 1583 | loss: 0.0311824 | val_loss: 0.0312066 | Time: 1683.1 ms
[2021-07-04 02:35:47 main:574] : INFO : Epoch 1584 | loss: 0.0311837 | val_loss: 0.0311901 | Time: 1673.97 ms
[2021-07-04 02:35:49 main:574] : INFO : Epoch 1585 | loss: 0.0311802 | val_loss: 0.0311962 | Time: 1670.45 ms
[2021-07-04 02:35:51 main:574] : INFO : Epoch 1586 | loss: 0.0311802 | val_loss: 0.0311911 | Time: 1731.18 ms
[2021-07-04 02:35:52 main:574] : INFO : Epoch 1587 | loss: 0.0311788 | val_loss: 0.0311927 | Time: 1710.97 ms
[2021-07-04 02:35:54 main:574] : INFO : Epoch 1588 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 1705.44 ms
[2021-07-04 02:35:56 main:574] : INFO : Epoch 1589 | loss: 0.0311775 | val_loss: 0.0311922 | Time: 1703.64 ms
[2021-07-04 02:35:57 main:574] : INFO : Epoch 1590 | loss: 0.0311791 | val_loss: 0.0311951 | Time: 1707.39 ms
[2021-07-04 02:35:59 main:574] : INFO : Epoch 1591 | loss: 0.031178 | val_loss: 0.0311946 | Time: 1684.29 ms
[2021-07-04 02:36:01 main:574] : INFO : Epoch 1592 | loss: 0.0311778 | val_loss: 0.0311939 | Time: 1700.43 ms
[2021-07-04 02:36:03 main:574] : INFO : Epoch 1593 | loss: 0.0311848 | val_loss: 0.0311931 | Time: 1696.07 ms
[2021-07-04 02:36:04 main:574] : INFO : Epoch 1594 | loss: 0.0311811 | val_loss: 0.0311923 | Time: 1676.81 ms
[2021-07-04 02:36:06 main:574] : INFO : Epoch 1595 | loss: 0.0311801 | val_loss: 0.0311899 | Time: 1691.18 ms
[2021-07-04 02:36:08 main:574] : INFO : Epoch 1596 | loss: 0.0311786 | val_loss: 0.0311916 | Time: 1712.84 ms
[2021-07-04 02:36:09 main:574] : INFO : Epoch 1597 | loss: 0.0311785 | val_loss: 0.031192 | Time: 1663.58 ms
[2021-07-04 02:36:11 main:574] : INFO : Epoch 1598 | loss: 0.0311773 | val_loss: 0.0311907 | Time: 1652.46 ms
[2021-07-04 02:36:13 main:574] : INFO : Epoch 1599 | loss: 0.0311815 | val_loss: 0.0311927 | Time: 1681.75 ms
[2021-07-04 02:36:14 main:574] : INFO : Epoch 1600 | loss: 0.0311829 | val_loss: 0.0311922 | Time: 1687.62 ms
[2021-07-04 02:36:16 main:574] : INFO : Epoch 1601 | loss: 0.031183 | val_loss: 0.0311926 | Time: 1704.68 ms
[2021-07-04 02:36:18 main:574] : INFO : Epoch 1602 | loss: 0.0311809 | val_loss: 0.031191 | Time: 1694.79 ms
[2021-07-04 02:36:19 main:574] : INFO : Epoch 1603 | loss: 0.0311796 | val_loss: 0.0311918 | Time: 1676.99 ms
[2021-07-04 02:36:21 main:574] : INFO : Epoch 1604 | loss: 0.0311814 | val_loss: 0.031198 | Time: 1683.27 ms
[2021-07-04 02:36:23 main:574] : INFO : Epoch 1605 | loss: 0.0311819 | val_loss: 0.0311922 | Time: 1697.65 ms
[2021-07-04 02:36:25 main:574] : INFO : Epoch 1606 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 1715.07 ms
[2021-07-04 02:36:26 main:574] : INFO : Epoch 1607 | loss: 0.0311775 | val_loss: 0.0311903 | Time: 1670.14 ms
[2021-07-04 02:36:28 main:574] : INFO : Epoch 1608 | loss: 0.0311805 | val_loss: 0.0311917 | Time: 1712.37 ms
[2021-07-04 02:36:30 main:574] : INFO : Epoch 1609 | loss: 0.0311786 | val_loss: 0.0311933 | Time: 1676.49 ms
[2021-07-04 02:36:31 main:574] : INFO : Epoch 1610 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 1686.07 ms
[2021-07-04 02:36:33 main:574] : INFO : Epoch 1611 | loss: 0.0311792 | val_loss: 0.0311936 | Time: 1678.04 ms
[2021-07-04 02:36:35 main:574] : INFO : Epoch 1612 | loss: 0.0311874 | val_loss: 0.0311954 | Time: 1710.19 ms
[2021-07-04 02:36:36 main:574] : INFO : Epoch 1613 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 1666.21 ms
[2021-07-04 02:36:38 main:574] : INFO : Epoch 1614 | loss: 0.0311818 | val_loss: 0.0311929 | Time: 1706.77 ms
[2021-07-04 02:36:40 main:574] : INFO : Epoch 1615 | loss: 0.0311849 | val_loss: 0.0311958 | Time: 1723.11 ms
[2021-07-04 02:36:42 main:574] : INFO : Epoch 1616 | loss: 0.0311828 | val_loss: 0.031191 | Time: 1684.71 ms
[2021-07-04 02:36:43 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.0311889 | Time: 1689.28 ms
[2021-07-04 02:36:45 main:574] : INFO : Epoch 1618 | loss: 0.0311794 | val_loss: 0.0311898 | Time: 1699.26 ms
[2021-07-04 02:36:47 main:574] : INFO : Epoch 1619 | loss: 0.0311795 | val_loss: 0.0311881 | Time: 1708.6 ms
[2021-07-04 02:36:48 main:574] : INFO : Epoch 1620 | loss: 0.0311806 | val_loss: 0.0311886 | Time: 1717.38 ms
[2021-07-04 02:36:50 main:574] : INFO : Epoch 1621 | loss: 0.0311806 | val_loss: 0.0311907 | Time: 1677.45 ms
[2021-07-04 02:36:52 main:574] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 1685.97 ms
[2021-07-04 02:36:53 main:574] : INFO : Epoch 1623 | loss: 0.0311775 | val_loss: 0.0311888 | Time: 1675.48 ms
[2021-07-04 02:36:55 main:574] : INFO : Epoch 1624 | loss: 0.0311788 | val_loss: 0.0311879 | Time: 1656.13 ms
[2021-07-04 02:36:57 main:574] : INFO : Epoch 1625 | loss: 0.0311817 | val_loss: 0.031195 | Time: 1686.92 ms
[2021-07-04 02:36:58 main:574] : INFO : Epoch 1626 | loss: 0.0311827 | val_loss: 0.0311915 | Time: 1686.97 ms
[2021-07-04 02:37:00 main:574] : INFO : Epoch 1627 | loss: 0.0311782 | val_loss: 0.0311868 | Time: 1690.76 ms
[2021-07-04 02:37:02 main:574] : INFO : Epoch 1628 | loss: 0.0311778 | val_loss: 0.0311991 | Time: 1693.03 ms
[2021-07-04 02:37:04 main:574] : INFO : Epoch 1629 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 1685.38 ms
[2021-07-04 02:37:05 main:574] : INFO : Epoch 1630 | loss: 0.0311764 | val_loss: 0.0311863 | Time: 1677.51 ms
[2021-07-04 02:37:07 main:574] : INFO : Epoch 1631 | loss: 0.0311765 | val_loss: 0.0311879 | Time: 1657.01 ms
[2021-07-04 02:37:09 main:574] : INFO : Epoch 1632 | loss: 0.0311759 | val_loss: 0.0311877 | Time: 1687.11 ms
[2021-07-04 02:37:10 main:574] : INFO : Epoch 1633 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 1664.15 ms
[2021-07-04 02:37:12 main:574] : INFO : Epoch 1634 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 1688.5 ms
[2021-07-04 02:37:14 main:574] : INFO : Epoch 1635 | loss: 0.031176 | val_loss: 0.0311894 | Time: 1673.91 ms
[2021-07-04 02:37:15 main:574] : INFO : Epoch 1636 | loss: 0.0311765 | val_loss: 0.0311888 | Time: 1678.61 ms
[2021-07-04 02:37:17 main:574] : INFO : Epoch 1637 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 1688.76 ms
[2021-07-04 02:37:19 main:574] : INFO : Epoch 1638 | loss: 0.0311759 | val_loss: 0.0311878 | Time: 1690.45 ms
[2021-07-04 02:37:20 main:574] : INFO : Epoch 1639 | loss: 0.0311768 | val_loss: 0.0311884 | Time: 1710.94 ms
[2021-07-04 02:37:22 main:574] : INFO : Epoch 1640 | loss: 0.0311798 | val_loss: 0.0311909 | Time: 1721.36 ms
[2021-07-04 02:37:24 main:574] : INFO : Epoch 1641 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1707.22 ms
[2021-07-04 02:37:25 main:574] : INFO : Epoch 1642 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 1687.22 ms
[2021-07-04 02:37:27 main:574] : INFO : Epoch 1643 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 1706.05 ms
[2021-07-04 02:37:29 main:574] : INFO : Epoch 1644 | loss: 0.0311755 | val_loss: 0.0311859 | Time: 1708.77 ms
[2021-07-04 02:37:31 main:574] : INFO : Epoch 1645 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 1677.61 ms
[2021-07-04 02:37:32 main:574] : INFO : Epoch 1646 | loss: 0.0311757 | val_loss: 0.0311885 | Time: 1652.85 ms
[2021-07-04 02:37:34 main:574] : INFO : Epoch 1647 | loss: 0.031175 | val_loss: 0.0311869 | Time: 1643.97 ms
[2021-07-04 02:37:36 main:574] : INFO : Epoch 1648 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 1701.25 ms
[2021-07-04 02:37:37 main:574] : INFO : Epoch 1649 | loss: 0.0311758 | val_loss: 0.0311878 | Time: 1721.04 ms
[2021-07-04 02:37:39 main:574] : INFO : Epoch 1650 | loss: 0.0311814 | val_loss: 0.0311881 | Time: 1682.13 ms
[2021-07-04 02:37:41 main:574] : INFO : Epoch 1651 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 1673.92 ms
[2021-07-04 02:37:42 main:574] : INFO : Epoch 1652 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 1702.15 ms
[2021-07-04 02:37:44 main:574] : INFO : Epoch 1653 | loss: 0.0311802 | val_loss: 0.0311913 | Time: 1691.6 ms
[2021-07-04 02:37:46 main:574] : INFO : Epoch 1654 | loss: 0.0311788 | val_loss: 0.0311897 | Time: 1706.73 ms
[2021-07-04 02:37:47 main:574] : INFO : Epoch 1655 | loss: 0.0311752 | val_loss: 0.0311876 | Time: 1679.85 ms
[2021-07-04 02:37:49 main:574] : INFO : Epoch 1656 | loss: 0.0311772 | val_loss: 0.0311861 | Time: 1696.76 ms
[2021-07-04 02:37:51 main:574] : INFO : Epoch 1657 | loss: 0.0311803 | val_loss: 0.0311922 | Time: 1689.68 ms
[2021-07-04 02:37:53 main:574] : INFO : Epoch 1658 | loss: 0.0311785 | val_loss: 0.0311875 | Time: 1703.88 ms
[2021-07-04 02:37:54 main:574] : INFO : Epoch 1659 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 1678.74 ms
[2021-07-04 02:37:56 main:574] : INFO : Epoch 1660 | loss: 0.0311805 | val_loss: 0.0311867 | Time: 1681.66 ms
[2021-07-04 02:37:58 main:574] : INFO : Epoch 1661 | loss: 0.0311798 | val_loss: 0.0311899 | Time: 1696.64 ms
[2021-07-04 02:37:59 main:574] : INFO : Epoch 1662 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 1667.54 ms
[2021-07-04 02:38:01 main:574] : INFO : Epoch 1663 | loss: 0.0311791 | val_loss: 0.0311895 | Time: 1744.66 ms
[2021-07-04 02:38:03 main:574] : INFO : Epoch 1664 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 1697.15 ms
[2021-07-04 02:38:04 main:574] : INFO : Epoch 1665 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 1700.23 ms
[2021-07-04 02:38:06 main:574] : INFO : Epoch 1666 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 1711.97 ms
[2021-07-04 02:38:08 main:574] : INFO : Epoch 1667 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 1717.67 ms
[2021-07-04 02:38:10 main:574] : INFO : Epoch 1668 | loss: 0.0311802 | val_loss: 0.0311916 | Time: 1690.43 ms
[2021-07-04 02:38:11 main:574] : INFO : Epoch 1669 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 1692.26 ms
[2021-07-04 02:38:13 main:574] : INFO : Epoch 1670 | loss: 0.0311772 | val_loss: 0.031185 | Time: 1667.87 ms
[2021-07-04 02:38:15 main:574] : INFO : Epoch 1671 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 1693.11 ms
[2021-07-04 02:38:16 main:574] : INFO : Epoch 1672 | loss: 0.031177 | val_loss: 0.0311856 | Time: 1702 ms
[2021-07-04 02:38:18 main:574] : INFO : Epoch 1673 | loss: 0.0311777 | val_loss: 0.0311924 | Time: 1696.86 ms
[2021-07-04 02:38:20 main:574] : INFO : Epoch 1674 | loss: 0.031181 | val_loss: 0.0311914 | Time: 1678.26 ms
[2021-07-04 02:38:21 main:574] : INFO : Epoch 1675 | loss: 0.0311834 | val_loss: 0.0311898 | Time: 1689.14 ms
[2021-07-04 02:38:23 main:574] : INFO : Epoch 1676 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 1689.56 ms
[2021-07-04 02:38:25 main:574] : INFO : Epoch 1677 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 1711.73 ms
[2021-07-04 02:38:27 main:574] : INFO : Epoch 1678 | loss: 0.0311811 | val_loss: 0.031186 | Time: 1713.84 ms
[2021-07-04 02:38:28 main:574] : INFO : Epoch 1679 | loss: 0.03118 | val_loss: 0.0311847 | Time: 1709.82 ms
[2021-07-04 02:38:30 main:574] : INFO : Epoch 1680 | loss: 0.0311793 | val_loss: 0.031184 | Time: 1702.47 ms
[2021-07-04 02:38:32 main:574] : INFO : Epoch 1681 | loss: 0.031178 | val_loss: 0.0311843 | Time: 1736.96 ms
[2021-07-04 02:38:33 main:574] : INFO : Epoch 1682 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 1700.96 ms
[2021-07-04 02:38:35 main:574] : INFO : Epoch 1683 | loss: 0.031183 | val_loss: 0.0311881 | Time: 1704.22 ms
[2021-07-04 02:38:37 main:574] : INFO : Epoch 1684 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 1676.43 ms
[2021-07-04 02:38:38 main:574] : INFO : Epoch 1685 | loss: 0.0311771 | val_loss: 0.031183 | Time: 1681.38 ms
[2021-07-04 02:38:40 main:574] : INFO : Epoch 1686 | loss: 0.0311768 | val_loss: 0.0311825 | Time: 1691.79 ms
[2021-07-04 02:38:42 main:574] : INFO : Epoch 1687 | loss: 0.0311775 | val_loss: 0.031183 | Time: 1684.79 ms
[2021-07-04 02:38:44 main:574] : INFO : Epoch 1688 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 1711.97 ms
[2021-07-04 02:38:45 main:574] : INFO : Epoch 1689 | loss: 0.0311818 | val_loss: 0.0311938 | Time: 1686.7 ms
[2021-07-04 02:38:47 main:574] : INFO : Epoch 1690 | loss: 0.0311817 | val_loss: 0.031184 | Time: 1694.44 ms
[2021-07-04 02:38:49 main:574] : INFO : Epoch 1691 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 1678.04 ms
[2021-07-04 02:38:50 main:574] : INFO : Epoch 1692 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 1703.39 ms
[2021-07-04 02:38:52 main:574] : INFO : Epoch 1693 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 1708.17 ms
[2021-07-04 02:38:54 main:574] : INFO : Epoch 1694 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1714.94 ms
[2021-07-04 02:38:55 main:574] : INFO : Epoch 1695 | loss: 0.0311788 | val_loss: 0.0311918 | Time: 1693.81 ms
[2021-07-04 02:38:57 main:574] : INFO : Epoch 1696 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 1658.55 ms
[2021-07-04 02:38:59 main:574] : INFO : Epoch 1697 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 1674.21 ms
[2021-07-04 02:39:01 main:574] : INFO : Epoch 1698 | loss: 0.031177 | val_loss: 0.0311825 | Time: 1722.35 ms
[2021-07-04 02:39:02 main:574] : INFO : Epoch 1699 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 1666.76 ms
[2021-07-04 02:39:04 main:574] : INFO : Epoch 1700 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 1699.51 ms
[2021-07-04 02:39:06 main:574] : INFO : Epoch 1701 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 1711.23 ms
[2021-07-04 02:39:07 main:574] : INFO : Epoch 1702 | loss: 0.0311734 | val_loss: 0.0311854 | Time: 1684.25 ms
[2021-07-04 02:39:09 main:574] : INFO : Epoch 1703 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 1658.69 ms
[2021-07-04 02:39:11 main:574] : INFO : Epoch 1704 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 1703.4 ms
[2021-07-04 02:39:12 main:574] : INFO : Epoch 1705 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 1693.31 ms
[2021-07-04 02:39:14 main:574] : INFO : Epoch 1706 | loss: 0.0311745 | val_loss: 0.0311858 | Time: 1697.35 ms
[2021-07-04 02:39:16 main:574] : INFO : Epoch 1707 | loss: 0.0311728 | val_loss: 0.0311869 | Time: 1658.93 ms
[2021-07-04 02:39:17 main:574] : INFO : Epoch 1708 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 1658.49 ms
[2021-07-04 02:39:19 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.0311881 | Time: 1692.13 ms
[2021-07-04 02:39:21 main:574] : INFO : Epoch 1710 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 1727.63 ms
[2021-07-04 02:39:23 main:574] : INFO : Epoch 1711 | loss: 0.0311747 | val_loss: 0.0311855 | Time: 1708.34 ms
[2021-07-04 02:39:24 main:574] : INFO : Epoch 1712 | loss: 0.0311764 | val_loss: 0.0311872 | Time: 1702.08 ms
[2021-07-04 02:39:26 main:574] : INFO : Epoch 1713 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 1663.73 ms
[2021-07-04 02:39:28 main:574] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311824 | Time: 1672.9 ms
[2021-07-04 02:39:29 main:574] : INFO : Epoch 1715 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 1682.7 ms
[2021-07-04 02:39:31 main:574] : INFO : Epoch 1716 | loss: 0.0311799 | val_loss: 0.0311895 | Time: 1666.41 ms
[2021-07-04 02:39:33 main:574] : INFO : Epoch 1717 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 1653.68 ms
[2021-07-04 02:39:34 main:574] : INFO : Epoch 1718 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 1698.13 ms
[2021-07-04 02:39:36 main:574] : INFO : Epoch 1719 | loss: 0.0311787 | val_loss: 0.031181 | Time: 1653.63 ms
[2021-07-04 02:39:38 main:574] : INFO : Epoch 1720 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 1682.23 ms
[2021-07-04 02:39:39 main:574] : INFO : Epoch 1721 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 1710.35 ms
[2021-07-04 02:39:41 main:574] : INFO : Epoch 1722 | loss: 0.031175 | val_loss: 0.0311794 | Time: 1715.94 ms
[2021-07-04 02:39:43 main:574] : INFO : Epoch 1723 | loss: 0.031179 | val_loss: 0.031182 | Time: 1716.95 ms
[2021-07-04 02:39:44 main:574] : INFO : Epoch 1724 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 1687.48 ms
[2021-07-04 02:39:46 main:574] : INFO : Epoch 1725 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 1693.31 ms
[2021-07-04 02:39:48 main:574] : INFO : Epoch 1726 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1733.9 ms
[2021-07-04 02:39:50 main:574] : INFO : Epoch 1727 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1708.25 ms
[2021-07-04 02:39:51 main:574] : INFO : Epoch 1728 | loss: 0.0311745 | val_loss: 0.0311939 | Time: 1709.66 ms
[2021-07-04 02:39:53 main:574] : INFO : Epoch 1729 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1661.32 ms
[2021-07-04 02:39:55 main:574] : INFO : Epoch 1730 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 1694.9 ms
[2021-07-04 02:39:56 main:574] : INFO : Epoch 1731 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1695.64 ms
[2021-07-04 02:39:58 main:574] : INFO : Epoch 1732 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1691.22 ms
[2021-07-04 02:40:00 main:574] : INFO : Epoch 1733 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 1708.03 ms
[2021-07-04 02:40:02 main:574] : INFO : Epoch 1734 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 1675.15 ms
[2021-07-04 02:40:03 main:574] : INFO : Epoch 1735 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 1681.36 ms
[2021-07-04 02:40:05 main:574] : INFO : Epoch 1736 | loss: 0.031177 | val_loss: 0.0311804 | Time: 1696.6 ms
[2021-07-04 02:40:07 main:574] : INFO : Epoch 1737 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 1680.6 ms
[2021-07-04 02:40:08 main:574] : INFO : Epoch 1738 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 1679.3 ms
[2021-07-04 02:40:10 main:574] : INFO : Epoch 1739 | loss: 0.031176 | val_loss: 0.031178 | Time: 1688.03 ms
[2021-07-04 02:40:12 main:574] : INFO : Epoch 1740 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 1733.35 ms
[2021-07-04 02:40:13 main:574] : INFO : Epoch 1741 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 1681.97 ms
[2021-07-04 02:40:15 main:574] : INFO : Epoch 1742 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1673.33 ms
[2021-07-04 02:40:17 main:574] : INFO : Epoch 1743 | loss: 0.031171 | val_loss: 0.0311786 | Time: 1705.15 ms
[2021-07-04 02:40:18 main:574] : INFO : Epoch 1744 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1705.02 ms
[2021-07-04 02:40:20 main:574] : INFO : Epoch 1745 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 1700.94 ms
[2021-07-04 02:40:22 main:574] : INFO : Epoch 1746 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1672.22 ms
[2021-07-04 02:40:24 main:574] : INFO : Epoch 1747 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1688.73 ms
[2021-07-04 02:40:25 main:574] : INFO : Epoch 1748 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 1643.1 ms
[2021-07-04 02:40:27 main:574] : INFO : Epoch 1749 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 1705.31 ms
[2021-07-04 02:40:29 main:574] : INFO : Epoch 1750 | loss: 0.0311741 | val_loss: 0.0311883 | Time: 1720.87 ms
[2021-07-04 02:40:30 main:574] : INFO : Epoch 1751 | loss: 0.0311734 | val_loss: 0.031178 | Time: 1689.32 ms
[2021-07-04 02:40:32 main:574] : INFO : Epoch 1752 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 1682.68 ms
[2021-07-04 02:40:34 main:574] : INFO : Epoch 1753 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 1698.97 ms
[2021-07-04 02:40:35 main:574] : INFO : Epoch 1754 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1680.25 ms
[2021-07-04 02:40:37 main:574] : INFO : Epoch 1755 | loss: 0.031176 | val_loss: 0.0311805 | Time: 1669.76 ms
[2021-07-04 02:40:39 main:574] : INFO : Epoch 1756 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 1716.14 ms
[2021-07-04 02:40:40 main:574] : INFO : Epoch 1757 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 1670.38 ms
[2021-07-04 02:40:42 main:574] : INFO : Epoch 1758 | loss: 0.0311742 | val_loss: 0.0311834 | Time: 1701.53 ms
[2021-07-04 02:40:44 main:574] : INFO : Epoch 1759 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 1684.66 ms
[2021-07-04 02:40:46 main:574] : INFO : Epoch 1760 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 1676.63 ms
[2021-07-04 02:40:47 main:574] : INFO : Epoch 1761 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1713.8 ms
[2021-07-04 02:40:49 main:574] : INFO : Epoch 1762 | loss: 0.0311752 | val_loss: 0.031178 | Time: 1713.76 ms
[2021-07-04 02:40:51 main:574] : INFO : Epoch 1763 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1690.28 ms
[2021-07-04 02:40:52 main:574] : INFO : Epoch 1764 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 1702.41 ms
[2021-07-04 02:40:54 main:574] : INFO : Epoch 1765 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 1677.55 ms
[2021-07-04 02:40:56 main:574] : INFO : Epoch 1766 | loss: 0.031176 | val_loss: 0.0311783 | Time: 1681.34 ms
[2021-07-04 02:40:57 main:574] : INFO : Epoch 1767 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 1660.79 ms
[2021-07-04 02:40:59 main:574] : INFO : Epoch 1768 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 1660.47 ms
[2021-07-04 02:41:01 main:574] : INFO : Epoch 1769 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 1694.4 ms
[2021-07-04 02:41:02 main:574] : INFO : Epoch 1770 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 1683.8 ms
[2021-07-04 02:41:04 main:574] : INFO : Epoch 1771 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 1689.06 ms
[2021-07-04 02:41:06 main:574] : INFO : Epoch 1772 | loss: 0.0311738 | val_loss: 0.0311807 | Time: 1701.36 ms
[2021-07-04 02:41:08 main:574] : INFO : Epoch 1773 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1686.9 ms
[2021-07-04 02:41:09 main:574] : INFO : Epoch 1774 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 1667.72 ms
[2021-07-04 02:41:11 main:574] : INFO : Epoch 1775 | loss: 0.0311726 | val_loss: 0.031176 | Time: 1694.34 ms
[2021-07-04 02:41:13 main:574] : INFO : Epoch 1776 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 1696.58 ms
[2021-07-04 02:41:14 main:574] : INFO : Epoch 1777 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 1700.08 ms
[2021-07-04 02:41:16 main:574] : INFO : Epoch 1778 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 1691.76 ms
[2021-07-04 02:41:18 main:574] : INFO : Epoch 1779 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 1688.7 ms
[2021-07-04 02:41:19 main:574] : INFO : Epoch 1780 | loss: 0.0311732 | val_loss: 0.031178 | Time: 1678.78 ms
[2021-07-04 02:41:21 main:574] : INFO : Epoch 1781 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 1709.13 ms
[2021-07-04 02:41:23 main:574] : INFO : Epoch 1782 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 1715.05 ms
[2021-07-04 02:41:24 main:574] : INFO : Epoch 1783 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 1676.32 ms
[2021-07-04 02:41:26 main:574] : INFO : Epoch 1784 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 1696.71 ms
[2021-07-04 02:41:28 main:574] : INFO : Epoch 1785 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1736.36 ms
[2021-07-04 02:41:30 main:574] : INFO : Epoch 1786 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 1698.23 ms
[2021-07-04 02:41:31 main:574] : INFO : Epoch 1787 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 1681.63 ms
[2021-07-04 02:41:33 main:574] : INFO : Epoch 1788 | loss: 0.0311719 | val_loss: 0.0311736 | Time: 1701.42 ms
[2021-07-04 02:41:35 main:574] : INFO : Epoch 1789 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 1680.49 ms
[2021-07-04 02:41:36 main:574] : INFO : Epoch 1790 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 1684.77 ms
[2021-07-04 02:41:38 main:574] : INFO : Epoch 1791 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1704.02 ms
[2021-07-04 02:41:40 main:574] : INFO : Epoch 1792 | loss: 0.03117 | val_loss: 0.0311793 | Time: 1691.84 ms
[2021-07-04 02:41:41 main:574] : INFO : Epoch 1793 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1668.09 ms
[2021-07-04 02:41:43 main:574] : INFO : Epoch 1794 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 1696.55 ms
[2021-07-04 02:41:45 main:574] : INFO : Epoch 1795 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 1657.87 ms
[2021-07-04 02:41:46 main:574] : INFO : Epoch 1796 | loss: 0.0311743 | val_loss: 0.0311754 | Time: 1673.4 ms
[2021-07-04 02:41:48 main:574] : INFO : Epoch 1797 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 1680.93 ms
[2021-07-04 02:41:50 main:574] : INFO : Epoch 1798 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 1697.69 ms
[2021-07-04 02:41:52 main:574] : INFO : Epoch 1799 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1694.76 ms
[2021-07-04 02:41:53 main:574] : INFO : Epoch 1800 | loss: 0.031172 | val_loss: 0.031176 | Time: 1690.92 ms
[2021-07-04 02:41:55 main:574] : INFO : Epoch 1801 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1705.96 ms
[2021-07-04 02:41:57 main:574] : INFO : Epoch 1802 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1690.05 ms
[2021-07-04 02:41:58 main:574] : INFO : Epoch 1803 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 1698.04 ms
[2021-07-04 02:42:00 main:574] : INFO : Epoch 1804 | loss: 0.0311687 | val_loss: 0.031176 | Time: 1680.01 ms
[2021-07-04 02:42:02 main:574] : INFO : Epoch 1805 | loss: 0.031169 | val_loss: 0.0311784 | Time: 1703.82 ms
[2021-07-04 02:42:03 main:574] : INFO : Epoch 1806 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 1683.37 ms
[2021-07-04 02:42:05 main:574] : INFO : Epoch 1807 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1676.08 ms
[2021-07-04 02:42:07 main:574] : INFO : Epoch 1808 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 1665.57 ms
[2021-07-04 02:42:09 main:574] : INFO : Epoch 1809 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1685.25 ms
[2021-07-04 02:42:10 main:574] : INFO : Epoch 1810 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 1677.47 ms
[2021-07-04 02:42:12 main:574] : INFO : Epoch 1811 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 1675.21 ms
[2021-07-04 02:42:14 main:574] : INFO : Epoch 1812 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 1678.17 ms
[2021-07-04 02:42:15 main:574] : INFO : Epoch 1813 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1700.6 ms
[2021-07-04 02:42:17 main:574] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 1694.97 ms
[2021-07-04 02:42:19 main:574] : INFO : Epoch 1815 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 1704.19 ms
[2021-07-04 02:42:20 main:574] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 1672.68 ms
[2021-07-04 02:42:22 main:574] : INFO : Epoch 1817 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 1715.19 ms
[2021-07-04 02:42:24 main:574] : INFO : Epoch 1818 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1687.4 ms
[2021-07-04 02:42:25 main:574] : INFO : Epoch 1819 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 1691 ms
[2021-07-04 02:42:27 main:574] : INFO : Epoch 1820 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 1692.47 ms
[2021-07-04 02:42:29 main:574] : INFO : Epoch 1821 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 1702.95 ms
[2021-07-04 02:42:31 main:574] : INFO : Epoch 1822 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 1692.75 ms
[2021-07-04 02:42:32 main:574] : INFO : Epoch 1823 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 1673.95 ms
[2021-07-04 02:42:34 main:574] : INFO : Epoch 1824 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 1705.05 ms
[2021-07-04 02:42:36 main:574] : INFO : Epoch 1825 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 1699.35 ms
[2021-07-04 02:42:37 main:574] : INFO : Epoch 1826 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 1682.43 ms
[2021-07-04 02:42:39 main:574] : INFO : Epoch 1827 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1714.34 ms
[2021-07-04 02:42:41 main:574] : INFO : Epoch 1828 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 1697.85 ms
[2021-07-04 02:42:42 main:574] : INFO : Epoch 1829 | loss: 0.0311707 | val_loss: 0.031182 | Time: 1684.35 ms
[2021-07-04 02:42:44 main:574] : INFO : Epoch 1830 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 1659.29 ms
[2021-07-04 02:42:46 main:574] : INFO : Epoch 1831 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 1664.55 ms
[2021-07-04 02:42:47 main:574] : INFO : Epoch 1832 | loss: 0.0311641 | val_loss: 0.0311736 | Time: 1693.3 ms
[2021-07-04 02:42:49 main:574] : INFO : Epoch 1833 | loss: 0.031164 | val_loss: 0.0311746 | Time: 1689.67 ms
[2021-07-04 02:42:51 main:574] : INFO : Epoch 1834 | loss: 0.0311668 | val_loss: 0.0311805 | Time: 1695.52 ms
[2021-07-04 02:42:53 main:574] : INFO : Epoch 1835 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 1684.26 ms
[2021-07-04 02:42:54 main:574] : INFO : Epoch 1836 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 1714.48 ms
[2021-07-04 02:42:56 main:574] : INFO : Epoch 1837 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 1708.18 ms
[2021-07-04 02:42:58 main:574] : INFO : Epoch 1838 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 1700.98 ms
[2021-07-04 02:42:59 main:574] : INFO : Epoch 1839 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 1682.71 ms
[2021-07-04 02:43:01 main:574] : INFO : Epoch 1840 | loss: 0.031162 | val_loss: 0.0311706 | Time: 1686.13 ms
[2021-07-04 02:43:03 main:574] : INFO : Epoch 1841 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 1698.78 ms
[2021-07-04 02:43:04 main:574] : INFO : Epoch 1842 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 1673.79 ms
[2021-07-04 02:43:06 main:574] : INFO : Epoch 1843 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 1660.39 ms
[2021-07-04 02:43:08 main:574] : INFO : Epoch 1844 | loss: 0.031161 | val_loss: 0.0311677 | Time: 1676.04 ms
[2021-07-04 02:43:09 main:574] : INFO : Epoch 1845 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 1711.21 ms
[2021-07-04 02:43:11 main:574] : INFO : Epoch 1846 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 1709.49 ms
[2021-07-04 02:43:13 main:574] : INFO : Epoch 1847 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 1716.01 ms
[2021-07-04 02:43:15 main:574] : INFO : Epoch 1848 | loss: 0.0311616 | val_loss: 0.0311685 | Time: 1695.94 ms
[2021-07-04 02:43:16 main:574] : INFO : Epoch 1849 | loss: 0.0311591 | val_loss: 0.031173 | Time: 1669.18 ms
[2021-07-04 02:43:18 main:574] : INFO : Epoch 1850 | loss: 0.031163 | val_loss: 0.031172 | Time: 1664.54 ms
[2021-07-04 02:43:20 main:574] : INFO : Epoch 1851 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 1655.83 ms
[2021-07-04 02:43:21 main:574] : INFO : Epoch 1852 | loss: 0.03116 | val_loss: 0.0311681 | Time: 1672.07 ms
[2021-07-04 02:43:23 main:574] : INFO : Epoch 1853 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 1692.77 ms
[2021-07-04 02:43:25 main:574] : INFO : Epoch 1854 | loss: 0.0311597 | val_loss: 0.0311677 | Time: 1667.63 ms
[2021-07-04 02:43:26 main:574] : INFO : Epoch 1855 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 1699.78 ms
[2021-07-04 02:43:28 main:574] : INFO : Epoch 1856 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 1726.7 ms
[2021-07-04 02:43:30 main:574] : INFO : Epoch 1857 | loss: 0.0311696 | val_loss: 0.0312119 | Time: 1686.96 ms
[2021-07-04 02:43:32 main:574] : INFO : Epoch 1858 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 1731.7 ms
[2021-07-04 02:43:33 main:574] : INFO : Epoch 1859 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 1687.35 ms
[2021-07-04 02:43:35 main:574] : INFO : Epoch 1860 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 1654.45 ms
[2021-07-04 02:43:37 main:574] : INFO : Epoch 1861 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 1668.83 ms
[2021-07-04 02:43:38 main:574] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.031169 | Time: 1661.29 ms
[2021-07-04 02:43:40 main:574] : INFO : Epoch 1863 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 1668.67 ms
[2021-07-04 02:43:42 main:574] : INFO : Epoch 1864 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 1661.13 ms
[2021-07-04 02:43:43 main:574] : INFO : Epoch 1865 | loss: 0.0311576 | val_loss: 0.0311678 | Time: 1674.99 ms
[2021-07-04 02:43:45 main:574] : INFO : Epoch 1866 | loss: 0.0311565 | val_loss: 0.0311693 | Time: 1670.15 ms
[2021-07-04 02:43:47 main:574] : INFO : Epoch 1867 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 1702.47 ms
[2021-07-04 02:43:48 main:574] : INFO : Epoch 1868 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 1678.65 ms
[2021-07-04 02:43:50 main:574] : INFO : Epoch 1869 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 1692.68 ms
[2021-07-04 02:43:52 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 1685.66 ms
[2021-07-04 02:43:53 main:574] : INFO : Epoch 1871 | loss: 0.0311627 | val_loss: 0.0311732 | Time: 1702.51 ms
[2021-07-04 02:43:55 main:574] : INFO : Epoch 1872 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 1707.86 ms
[2021-07-04 02:43:57 main:574] : INFO : Epoch 1873 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 1682.28 ms
[2021-07-04 02:43:58 main:574] : INFO : Epoch 1874 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 1676.5 ms
[2021-07-04 02:44:00 main:574] : INFO : Epoch 1875 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 1686.58 ms
[2021-07-04 02:44:02 main:574] : INFO : Epoch 1876 | loss: 0.0311581 | val_loss: 0.0311746 | Time: 1653.15 ms
[2021-07-04 02:44:04 main:574] : INFO : Epoch 1877 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 1686.36 ms
[2021-07-04 02:44:05 main:574] : INFO : Epoch 1878 | loss: 0.031157 | val_loss: 0.0311697 | Time: 1720.92 ms
[2021-07-04 02:44:07 main:574] : INFO : Epoch 1879 | loss: 0.0311561 | val_loss: 0.0311717 | Time: 1693.63 ms
[2021-07-04 02:44:09 main:574] : INFO : Epoch 1880 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 1708.77 ms
[2021-07-04 02:44:10 main:574] : INFO : Epoch 1881 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 1709.42 ms
[2021-07-04 02:44:12 main:574] : INFO : Epoch 1882 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1677.53 ms
[2021-07-04 02:44:14 main:574] : INFO : Epoch 1883 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 1709.31 ms
[2021-07-04 02:44:15 main:574] : INFO : Epoch 1884 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 1699.15 ms
[2021-07-04 02:44:17 main:574] : INFO : Epoch 1885 | loss: 0.0311558 | val_loss: 0.0311732 | Time: 1686.11 ms
[2021-07-04 02:44:19 main:574] : INFO : Epoch 1886 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 1708.89 ms
[2021-07-04 02:44:21 main:574] : INFO : Epoch 1887 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 1697.39 ms
[2021-07-04 02:44:22 main:574] : INFO : Epoch 1888 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 1665.42 ms
[2021-07-04 02:44:24 main:574] : INFO : Epoch 1889 | loss: 0.0311574 | val_loss: 0.0311822 | Time: 1715.81 ms
[2021-07-04 02:44:26 main:574] : INFO : Epoch 1890 | loss: 0.0311561 | val_loss: 0.0311713 | Time: 1698.38 ms
[2021-07-04 02:44:27 main:574] : INFO : Epoch 1891 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1700.09 ms
[2021-07-04 02:44:29 main:574] : INFO : Epoch 1892 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 1707.14 ms
[2021-07-04 02:44:31 main:574] : INFO : Epoch 1893 | loss: 0.0311574 | val_loss: 0.0311733 | Time: 1671.85 ms
[2021-07-04 02:44:32 main:574] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 1693.16 ms
[2021-07-04 02:44:34 main:574] : INFO : Epoch 1895 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 1715.4 ms
[2021-07-04 02:44:36 main:574] : INFO : Epoch 1896 | loss: 0.0311563 | val_loss: 0.0311727 | Time: 1701.62 ms
[2021-07-04 02:44:38 main:574] : INFO : Epoch 1897 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 1711.33 ms
[2021-07-04 02:44:39 main:574] : INFO : Epoch 1898 | loss: 0.0311602 | val_loss: 0.031169 | Time: 1679.13 ms
[2021-07-04 02:44:41 main:574] : INFO : Epoch 1899 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 1677.83 ms
[2021-07-04 02:44:43 main:574] : INFO : Epoch 1900 | loss: 0.031158 | val_loss: 0.0311684 | Time: 1695.44 ms
[2021-07-04 02:44:44 main:574] : INFO : Epoch 1901 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 1687.67 ms
[2021-07-04 02:44:46 main:574] : INFO : Epoch 1902 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 1663.9 ms
[2021-07-04 02:44:48 main:574] : INFO : Epoch 1903 | loss: 0.0311583 | val_loss: 0.0311691 | Time: 1677.82 ms
[2021-07-04 02:44:49 main:574] : INFO : Epoch 1904 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 1663.16 ms
[2021-07-04 02:44:51 main:574] : INFO : Epoch 1905 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 1700.05 ms
[2021-07-04 02:44:53 main:574] : INFO : Epoch 1906 | loss: 0.031158 | val_loss: 0.0311712 | Time: 1699.71 ms
[2021-07-04 02:44:54 main:574] : INFO : Epoch 1907 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 1701.64 ms
[2021-07-04 02:44:56 main:574] : INFO : Epoch 1908 | loss: 0.0311589 | val_loss: 0.031171 | Time: 1688.99 ms
[2021-07-04 02:44:58 main:574] : INFO : Epoch 1909 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 1660.87 ms
[2021-07-04 02:44:59 main:574] : INFO : Epoch 1910 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 1678.34 ms
[2021-07-04 02:45:01 main:574] : INFO : Epoch 1911 | loss: 0.0311562 | val_loss: 0.0311676 | Time: 1674.75 ms
[2021-07-04 02:45:03 main:574] : INFO : Epoch 1912 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 1687.91 ms
[2021-07-04 02:45:05 main:574] : INFO : Epoch 1913 | loss: 0.0311577 | val_loss: 0.0311674 | Time: 1673.74 ms
[2021-07-04 02:45:06 main:574] : INFO : Epoch 1914 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 1662.5 ms
[2021-07-04 02:45:08 main:574] : INFO : Epoch 1915 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 1692.39 ms
[2021-07-04 02:45:10 main:574] : INFO : Epoch 1916 | loss: 0.0311568 | val_loss: 0.0311665 | Time: 1714.09 ms
[2021-07-04 02:45:11 main:574] : INFO : Epoch 1917 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 1712.91 ms
[2021-07-04 02:45:13 main:574] : INFO : Epoch 1918 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 1698.65 ms
[2021-07-04 02:45:15 main:574] : INFO : Epoch 1919 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 1696.86 ms
[2021-07-04 02:45:16 main:574] : INFO : Epoch 1920 | loss: 0.0311586 | val_loss: 0.0311663 | Time: 1691.46 ms
[2021-07-04 02:45:18 main:574] : INFO : Epoch 1921 | loss: 0.0311559 | val_loss: 0.0311672 | Time: 1683.69 ms
[2021-07-04 02:45:20 main:574] : INFO : Epoch 1922 | loss: 0.0311558 | val_loss: 0.0311688 | Time: 1672.33 ms
[2021-07-04 02:45:21 main:574] : INFO : Epoch 1923 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1666.09 ms
[2021-07-04 02:45:23 main:574] : INFO : Epoch 1924 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 1655.62 ms
[2021-07-04 02:45:25 main:574] : INFO : Epoch 1925 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1673.52 ms
[2021-07-04 02:45:26 main:574] : INFO : Epoch 1926 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 1680.19 ms
[2021-07-04 02:45:28 main:574] : INFO : Epoch 1927 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 1698.94 ms
[2021-07-04 02:45:30 main:574] : INFO : Epoch 1928 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 1703.11 ms
[2021-07-04 02:45:32 main:574] : INFO : Epoch 1929 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 1688.36 ms
[2021-07-04 02:45:33 main:574] : INFO : Epoch 1930 | loss: 0.031157 | val_loss: 0.031167 | Time: 1679.39 ms
[2021-07-04 02:45:35 main:574] : INFO : Epoch 1931 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 1659.68 ms
[2021-07-04 02:45:37 main:574] : INFO : Epoch 1932 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 1695.78 ms
[2021-07-04 02:45:38 main:574] : INFO : Epoch 1933 | loss: 0.0311585 | val_loss: 0.0311681 | Time: 1669.74 ms
[2021-07-04 02:45:40 main:574] : INFO : Epoch 1934 | loss: 0.0311541 | val_loss: 0.0311656 | Time: 1673.75 ms
[2021-07-04 02:45:42 main:574] : INFO : Epoch 1935 | loss: 0.0311527 | val_loss: 0.0311689 | Time: 1684.72 ms
[2021-07-04 02:45:43 main:574] : INFO : Epoch 1936 | loss: 0.0311579 | val_loss: 0.0311734 | Time: 1688 ms
[2021-07-04 02:45:45 main:574] : INFO : Epoch 1937 | loss: 0.0311562 | val_loss: 0.031172 | Time: 1623.57 ms
[2021-07-04 02:45:47 main:574] : INFO : Epoch 1938 | loss: 0.0311539 | val_loss: 0.0311669 | Time: 1670.36 ms
[2021-07-04 02:45:48 main:574] : INFO : Epoch 1939 | loss: 0.0311548 | val_loss: 0.0311682 | Time: 1667.42 ms
[2021-07-04 02:45:50 main:574] : INFO : Epoch 1940 | loss: 0.031156 | val_loss: 0.031167 | Time: 1683.93 ms
[2021-07-04 02:45:52 main:574] : INFO : Epoch 1941 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 1698.97 ms
[2021-07-04 02:45:53 main:574] : INFO : Epoch 1942 | loss: 0.0311526 | val_loss: 0.0311686 | Time: 1680.59 ms
[2021-07-04 02:45:55 main:574] : INFO : Epoch 1943 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 1681.77 ms
[2021-07-04 02:45:57 main:574] : INFO : Epoch 1944 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 1689.1 ms
[2021-07-04 02:45:58 main:574] : INFO : Epoch 1945 | loss: 0.0311529 | val_loss: 0.0311672 | Time: 1680.69 ms
[2021-07-04 02:46:00 main:574] : INFO : Epoch 1946 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 1698.88 ms
[2021-07-04 02:46:02 main:574] : INFO : Epoch 1947 | loss: 0.0311508 | val_loss: 0.0311675 | Time: 1692.97 ms
[2021-07-04 02:46:04 main:574] : INFO : Epoch 1948 | loss: 0.0311505 | val_loss: 0.0311693 | Time: 1692.21 ms
[2021-07-04 02:46:05 main:574] : INFO : Epoch 1949 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 1718.88 ms
[2021-07-04 02:46:07 main:574] : INFO : Epoch 1950 | loss: 0.0311535 | val_loss: 0.0311735 | Time: 1694.23 ms
[2021-07-04 02:46:09 main:574] : INFO : Epoch 1951 | loss: 0.0311523 | val_loss: 0.031169 | Time: 1687.77 ms
[2021-07-04 02:46:10 main:574] : INFO : Epoch 1952 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 1667.69 ms
[2021-07-04 02:46:12 main:574] : INFO : Epoch 1953 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 1681.53 ms
[2021-07-04 02:46:14 main:574] : INFO : Epoch 1954 | loss: 0.0311557 | val_loss: 0.0311756 | Time: 1693.56 ms
[2021-07-04 02:46:15 main:574] : INFO : Epoch 1955 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 1692.99 ms
[2021-07-04 02:46:17 main:574] : INFO : Epoch 1956 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 1723.43 ms
[2021-07-04 02:46:19 main:574] : INFO : Epoch 1957 | loss: 0.031165 | val_loss: 0.0311691 | Time: 1692.76 ms
[2021-07-04 02:46:21 main:574] : INFO : Epoch 1958 | loss: 0.0311623 | val_loss: 0.031169 | Time: 1682.98 ms
[2021-07-04 02:46:22 main:574] : INFO : Epoch 1959 | loss: 0.0311627 | val_loss: 0.0311768 | Time: 1700.74 ms
[2021-07-04 02:46:24 main:574] : INFO : Epoch 1960 | loss: 0.031163 | val_loss: 0.0311699 | Time: 1706.56 ms
[2021-07-04 02:46:26 main:574] : INFO : Epoch 1961 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 1652.56 ms
[2021-07-04 02:46:27 main:574] : INFO : Epoch 1962 | loss: 0.031158 | val_loss: 0.0311685 | Time: 1641.33 ms
[2021-07-04 02:46:29 main:574] : INFO : Epoch 1963 | loss: 0.0311577 | val_loss: 0.031171 | Time: 1641.56 ms
[2021-07-04 02:46:31 main:574] : INFO : Epoch 1964 | loss: 0.0311565 | val_loss: 0.0311723 | Time: 1665.69 ms
[2021-07-04 02:46:32 main:574] : INFO : Epoch 1965 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 1671.02 ms
[2021-07-04 02:46:34 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 1668.99 ms
[2021-07-04 02:46:36 main:574] : INFO : Epoch 1967 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 1674.38 ms
[2021-07-04 02:46:37 main:574] : INFO : Epoch 1968 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 1642.06 ms
[2021-07-04 02:46:39 main:574] : INFO : Epoch 1969 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 1619.9 ms
[2021-07-04 02:46:41 main:574] : INFO : Epoch 1970 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 1653.62 ms
[2021-07-04 02:46:42 main:574] : INFO : Epoch 1971 | loss: 0.0311533 | val_loss: 0.0311681 | Time: 1645.08 ms
[2021-07-04 02:46:44 main:574] : INFO : Epoch 1972 | loss: 0.031156 | val_loss: 0.0311704 | Time: 1646.73 ms
[2021-07-04 02:46:45 main:574] : INFO : Epoch 1973 | loss: 0.0311654 | val_loss: 0.0311868 | Time: 1683.45 ms
[2021-07-04 02:46:47 main:574] : INFO : Epoch 1974 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 1723.43 ms
[2021-07-04 02:46:49 main:574] : INFO : Epoch 1975 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 1722.42 ms
[2021-07-04 02:46:51 main:574] : INFO : Epoch 1976 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 1715.92 ms
[2021-07-04 02:46:52 main:574] : INFO : Epoch 1977 | loss: 0.0311916 | val_loss: 0.031221 | Time: 1695.74 ms
[2021-07-04 02:46:54 main:574] : INFO : Epoch 1978 | loss: 0.0312179 | val_loss: 0.0312268 | Time: 1682.29 ms
[2021-07-04 02:46:56 main:574] : INFO : Epoch 1979 | loss: 0.0312079 | val_loss: 0.0312051 | Time: 1672.48 ms
[2021-07-04 02:46:57 main:574] : INFO : Epoch 1980 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 1683.05 ms
[2021-07-04 02:46:59 main:574] : INFO : Epoch 1981 | loss: 0.0311758 | val_loss: 0.0311795 | Time: 1678.31 ms
[2021-07-04 02:47:01 main:574] : INFO : Epoch 1982 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1693.05 ms
[2021-07-04 02:47:02 main:574] : INFO : Epoch 1983 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 1689.44 ms
[2021-07-04 02:47:04 main:574] : INFO : Epoch 1984 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1671.02 ms
[2021-07-04 02:47:06 main:574] : INFO : Epoch 1985 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 1678.51 ms
[2021-07-04 02:47:08 main:574] : INFO : Epoch 1986 | loss: 0.0311643 | val_loss: 0.031173 | Time: 1673.73 ms
[2021-07-04 02:47:09 main:574] : INFO : Epoch 1987 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 1656.11 ms
[2021-07-04 02:47:11 main:574] : INFO : Epoch 1988 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1684.27 ms
[2021-07-04 02:47:13 main:574] : INFO : Epoch 1989 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 1711.37 ms
[2021-07-04 02:47:14 main:574] : INFO : Epoch 1990 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 1691.19 ms
[2021-07-04 02:47:16 main:574] : INFO : Epoch 1991 | loss: 0.031159 | val_loss: 0.0311688 | Time: 1683.02 ms
[2021-07-04 02:47:18 main:574] : INFO : Epoch 1992 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1698.05 ms
[2021-07-04 02:47:19 main:574] : INFO : Epoch 1993 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 1687.49 ms
[2021-07-04 02:47:21 main:574] : INFO : Epoch 1994 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 1696.9 ms
[2021-07-04 02:47:23 main:574] : INFO : Epoch 1995 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 1682.49 ms
[2021-07-04 02:47:24 main:574] : INFO : Epoch 1996 | loss: 0.0311583 | val_loss: 0.0311687 | Time: 1678.62 ms
[2021-07-04 02:47:26 main:574] : INFO : Epoch 1997 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 1680.2 ms
[2021-07-04 02:47:28 main:574] : INFO : Epoch 1998 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 1703.48 ms
[2021-07-04 02:47:30 main:574] : INFO : Epoch 1999 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 1687.83 ms
[2021-07-04 02:47:31 main:574] : INFO : Epoch 2000 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 1671.45 ms
[2021-07-04 02:47:33 main:574] : INFO : Epoch 2001 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 1687.28 ms
[2021-07-04 02:47:35 main:574] : INFO : Epoch 2002 | loss: 0.0311591 | val_loss: 0.0311772 | Time: 1694.91 ms
[2021-07-04 02:47:36 main:574] : INFO : Epoch 2003 | loss: 0.0311648 | val_loss: 0.0311734 | Time: 1707.5 ms
[2021-07-04 02:47:38 main:574] : INFO : Epoch 2004 | loss: 0.0311618 | val_loss: 0.0311721 | Time: 1707.05 ms
[2021-07-04 02:47:40 main:574] : INFO : Epoch 2005 | loss: 0.031164 | val_loss: 0.0311696 | Time: 1667.7 ms
[2021-07-04 02:47:41 main:574] : INFO : Epoch 2006 | loss: 0.0311642 | val_loss: 0.0311698 | Time: 1688.64 ms
[2021-07-04 02:47:43 main:574] : INFO : Epoch 2007 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 1688.13 ms
[2021-07-04 02:47:45 main:574] : INFO : Epoch 2008 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 1693.54 ms
[2021-07-04 02:47:46 main:574] : INFO : Epoch 2009 | loss: 0.0311624 | val_loss: 0.03117 | Time: 1710.19 ms
[2021-07-04 02:47:48 main:574] : INFO : Epoch 2010 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 1667.33 ms
[2021-07-04 02:47:50 main:574] : INFO : Epoch 2011 | loss: 0.0311597 | val_loss: 0.031168 | Time: 1697.46 ms
[2021-07-04 02:47:52 main:574] : INFO : Epoch 2012 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 1665.19 ms
[2021-07-04 02:47:53 main:574] : INFO : Epoch 2013 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 1688.97 ms
[2021-07-04 02:47:55 main:574] : INFO : Epoch 2014 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 1703.53 ms
[2021-07-04 02:47:57 main:574] : INFO : Epoch 2015 | loss: 0.0311598 | val_loss: 0.031172 | Time: 1662.94 ms
[2021-07-04 02:47:58 main:574] : INFO : Epoch 2016 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 1676.82 ms
[2021-07-04 02:48:00 main:574] : INFO : Epoch 2017 | loss: 0.031164 | val_loss: 0.0311732 | Time: 1700.01 ms
[2021-07-04 02:48:02 main:574] : INFO : Epoch 2018 | loss: 0.031161 | val_loss: 0.0311722 | Time: 1689.94 ms
[2021-07-04 02:48:03 main:574] : INFO : Epoch 2019 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 1695.34 ms
[2021-07-04 02:48:05 main:574] : INFO : Epoch 2020 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1667.86 ms
[2021-07-04 02:48:07 main:574] : INFO : Epoch 2021 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 1686.39 ms
[2021-07-04 02:48:08 main:574] : INFO : Epoch 2022 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 1697.33 ms
[2021-07-04 02:48:10 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 1692.16 ms
[2021-07-04 02:48:12 main:574] : INFO : Epoch 2024 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 1687.02 ms
[2021-07-04 02:48:13 main:574] : INFO : Epoch 2025 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 1679.22 ms
[2021-07-04 02:48:15 main:574] : INFO : Epoch 2026 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 1704.01 ms
[2021-07-04 02:48:17 main:574] : INFO : Epoch 2027 | loss: 0.031159 | val_loss: 0.0311714 | Time: 1644.04 ms
[2021-07-04 02:48:19 main:574] : INFO : Epoch 2028 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 1678.78 ms
[2021-07-04 02:48:20 main:574] : INFO : Epoch 2029 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 1665.07 ms
[2021-07-04 02:48:22 main:574] : INFO : Epoch 2030 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 1679.92 ms
[2021-07-04 02:48:24 main:574] : INFO : Epoch 2031 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 1689.45 ms
[2021-07-04 02:48:25 main:574] : INFO : Epoch 2032 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 1705.8 ms
[2021-07-04 02:48:27 main:574] : INFO : Epoch 2033 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 1715.12 ms
[2021-07-04 02:48:29 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 1684.62 ms
[2021-07-04 02:48:30 main:574] : INFO : Epoch 2035 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1681.4 ms
[2021-07-04 02:48:32 main:574] : INFO : Epoch 2036 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 1658.66 ms
[2021-07-04 02:48:34 main:574] : INFO : Epoch 2037 | loss: 0.0311572 | val_loss: 0.0311691 | Time: 1666.08 ms
[2021-07-04 02:48:35 main:574] : INFO : Epoch 2038 | loss: 0.0311563 | val_loss: 0.0311707 | Time: 1679.54 ms
[2021-07-04 02:48:37 main:574] : INFO : Epoch 2039 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 1674.01 ms
[2021-07-04 02:48:39 main:574] : INFO : Epoch 2040 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 1686.58 ms
[2021-07-04 02:48:40 main:574] : INFO : Epoch 2041 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 1685.19 ms
[2021-07-04 02:48:42 main:574] : INFO : Epoch 2042 | loss: 0.031159 | val_loss: 0.0311706 | Time: 1721.94 ms
[2021-07-04 02:48:44 main:574] : INFO : Epoch 2043 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 1690.83 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080 Ti)
[2021-07-04 03:41:25 main:435] : INFO : Set logging level to 1
[2021-07-04 03:41:25 main:441] : INFO : Running in BOINC Client mode
[2021-07-04 03:41:25 main:444] : INFO : Resolving all filenames
[2021-07-04 03:41:25 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-07-04 03:41:25 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624574454-29702-2_0_r134663461_1 (exists = 1)
[2021-07-04 03:41:25 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624574454-29702-2_0_r134663461_0 (exists = 0)
[2021-07-04 03:41:25 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624574454-29702-2 (exists = 1)
[2021-07-04 03:41:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-07-04 03:41:25 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-07-04 03:41:25 main:474] : INFO : Configuration:
[2021-07-04 03:41:25 main:475] : INFO : Model type: GRU
[2021-07-04 03:41:25 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-07-04 03:41:25 main:477] : INFO : Max Epochs: 2048
[2021-07-04 03:41:25 main:478] : INFO : Batch Size: 128
[2021-07-04 03:41:25 main:479] : INFO : Learning Rate: 0.01
[2021-07-04 03:41:25 main:480] : INFO : Patience: 10
[2021-07-04 03:41:25 main:481] : INFO : Hidden Width: 12
[2021-07-04 03:41:25 main:482] : INFO : # Recurrent Layers: 4
[2021-07-04 03:41:25 main:483] : INFO : # Backend Layers: 4
[2021-07-04 03:41:25 main:484] : INFO : # Threads: 1
[2021-07-04 03:41:25 main:486] : INFO : Preparing Dataset
[2021-07-04 03:41:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-04 03:41:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-04 03:41:27 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-07-04 03:41:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-04 03:41:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-04 03:41:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-07-04 03:41:27 main:494] : INFO : Creating Model
[2021-07-04 03:41:27 main:507] : INFO : Preparing config file
[2021-07-04 03:41:27 main:511] : INFO : Found checkpoint, attempting to load...
[2021-07-04 03:41:27 main:512] : INFO : Loading config
[2021-07-04 03:41:27 main:514] : INFO : Loading state
[2021-07-04 03:41:29 main:559] : INFO : Loading DataLoader into Memory
[2021-07-04 03:41:29 main:562] : INFO : Starting Training
[2021-07-04 03:41:32 main:574] : INFO : Epoch 2044 | loss: 0.0312007 | val_loss: 0.0311761 | Time: 2981.85 ms
[2021-07-04 03:41:34 main:574] : INFO : Epoch 2045 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 2489.32 ms
[2021-07-04 03:41:37 main:574] : INFO : Epoch 2046 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 2488.34 ms
[2021-07-04 03:41:39 main:574] : INFO : Epoch 2047 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 2445.62 ms
[2021-07-04 03:41:42 main:574] : INFO : Epoch 2048 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 2444.65 ms
[2021-07-04 03:41:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663
[2021-07-04 03:41:42 main:603] : INFO : Saving end state to config to file
[2021-07-04 03:41:42 main:608] : INFO : Success, exiting..
03:41:42 (27656): 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)