Task 9065896
| Name | ParityModified-1636228196-16903-1_2 |
| Workunit | 6351958 |
| Created | 20 Nov 2021, 15:11:44 UTC |
| Sent | 20 Nov 2021, 15:41:22 UTC |
| Report deadline | 27 Nov 2021, 15:41:22 UTC |
| Received | 20 Nov 2021, 21:23:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12734 |
| Run time | 55 min 36 sec |
| CPU time | 53 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,464.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 15:09:37 main:574] : INFO : Epoch 1542 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 1583.79 ms [2021-11-20 15:09:39 main:574] : INFO : Epoch 1543 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1575.7 ms [2021-11-20 15:09:41 main:574] : INFO : Epoch 1544 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 1576.07 ms [2021-11-20 15:09:42 main:574] : INFO : Epoch 1545 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 1581.44 ms [2021-11-20 15:09:44 main:574] : INFO : Epoch 1546 | loss: 0.0311847 | val_loss: 0.0312141 | Time: 1579.68 ms [2021-11-20 15:09:45 main:574] : INFO : Epoch 1547 | loss: 0.0311894 | val_loss: 0.0311866 | Time: 1579.39 ms [2021-11-20 15:09:47 main:574] : INFO : Epoch 1548 | loss: 0.0311818 | val_loss: 0.031186 | Time: 1581.97 ms [2021-11-20 15:09:49 main:574] : INFO : Epoch 1549 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 1583.19 ms [2021-11-20 15:09:50 main:574] : INFO : Epoch 1550 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 1585.35 ms [2021-11-20 15:09:52 main:574] : INFO : Epoch 1551 | loss: 0.0311804 | val_loss: 0.0311866 | Time: 1580.95 ms [2021-11-20 15:09:54 main:574] : INFO : Epoch 1552 | loss: 0.0311783 | val_loss: 0.031185 | Time: 1583.34 ms [2021-11-20 15:09:55 main:574] : INFO : Epoch 1553 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 1579.67 ms [2021-11-20 15:09:57 main:574] : INFO : Epoch 1554 | loss: 0.0311773 | val_loss: 0.0311859 | Time: 1581.34 ms [2021-11-20 15:09:59 main:574] : INFO : Epoch 1555 | loss: 0.0311786 | val_loss: 0.0311855 | Time: 1580.69 ms [2021-11-20 15:10:00 main:574] : INFO : Epoch 1556 | loss: 0.0311789 | val_loss: 0.031189 | Time: 1580.45 ms [2021-11-20 15:10:02 main:574] : INFO : Epoch 1557 | loss: 0.0311784 | val_loss: 0.0311891 | Time: 1577.79 ms [2021-11-20 15:10:04 main:574] : INFO : Epoch 1558 | loss: 0.0311824 | val_loss: 0.0311961 | Time: 1578.22 ms [2021-11-20 15:10:05 main:574] : INFO : Epoch 1559 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 1577.1 ms [2021-11-20 15:10:07 main:574] : INFO : Epoch 1560 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 1574.45 ms [2021-11-20 15:10:08 main:574] : INFO : Epoch 1561 | loss: 0.0311781 | val_loss: 0.0311847 | Time: 1610.37 ms [2021-11-20 15:10:10 main:574] : INFO : Epoch 1562 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 1586.56 ms [2021-11-20 15:10:12 main:574] : INFO : Epoch 1563 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1587.82 ms [2021-11-20 15:10:13 main:574] : INFO : Epoch 1564 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 1575.79 ms [2021-11-20 15:10:15 main:574] : INFO : Epoch 1565 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 1592.2 ms [2021-11-20 15:10:17 main:574] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 1588.48 ms [2021-11-20 15:10:18 main:574] : INFO : Epoch 1567 | loss: 0.0311784 | val_loss: 0.0311948 | Time: 1602.26 ms [2021-11-20 15:10:20 main:574] : INFO : Epoch 1568 | loss: 0.0311925 | val_loss: 0.0311888 | Time: 1590.68 ms [2021-11-20 15:10:22 main:574] : INFO : Epoch 1569 | loss: 0.0311799 | val_loss: 0.0311899 | Time: 1557.07 ms [2021-11-20 15:10:23 main:574] : INFO : Epoch 1570 | loss: 0.0311792 | val_loss: 0.0311859 | Time: 1598.74 ms [2021-11-20 15:10:25 main:574] : INFO : Epoch 1571 | loss: 0.0311792 | val_loss: 0.0311869 | Time: 1592.02 ms [2021-11-20 15:10:27 main:574] : INFO : Epoch 1572 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 1654.27 ms [2021-11-20 15:10:28 main:574] : INFO : Epoch 1573 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 1594.89 ms [2021-11-20 15:10:30 main:574] : INFO : Epoch 1574 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 1559.35 ms [2021-11-20 15:10:31 main:574] : INFO : Epoch 1575 | loss: 0.031178 | val_loss: 0.0311875 | Time: 1552.6 ms [2021-11-20 15:10:33 main:574] : INFO : Epoch 1576 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 1537.28 ms [2021-11-20 15:10:35 main:574] : INFO : Epoch 1577 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1539.9 ms [2021-11-20 15:10:36 main:574] : INFO : Epoch 1578 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 1562.47 ms [2021-11-20 15:10:38 main:574] : INFO : Epoch 1579 | loss: 0.0311777 | val_loss: 0.0311875 | Time: 1546.16 ms [2021-11-20 15:10:39 main:574] : INFO : Epoch 1580 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 1543.14 ms [2021-11-20 15:10:41 main:574] : INFO : Epoch 1581 | loss: 0.0311794 | val_loss: 0.031184 | Time: 1541.47 ms [2021-11-20 15:10:43 main:574] : INFO : Epoch 1582 | loss: 0.0311853 | val_loss: 0.0312026 | Time: 1586.71 ms [2021-11-20 15:10:44 main:574] : INFO : Epoch 1583 | loss: 0.0311993 | val_loss: 0.0312013 | Time: 1568.33 ms [2021-11-20 15:10:46 main:574] : INFO : Epoch 1584 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 1552.2 ms [2021-11-20 15:10:48 main:574] : INFO : Epoch 1585 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 1547.37 ms [2021-11-20 15:10:49 main:574] : INFO : Epoch 1586 | loss: 0.031177 | val_loss: 0.0311909 | Time: 1544.34 ms [2021-11-20 15:10:51 main:574] : INFO : Epoch 1587 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 1554.3 ms [2021-11-20 15:10:52 main:574] : INFO : Epoch 1588 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 1539.53 ms [2021-11-20 15:10:54 main:574] : INFO : Epoch 1589 | loss: 0.0311794 | val_loss: 0.0311862 | Time: 1540.1 ms [2021-11-20 15:10:56 main:574] : INFO : Epoch 1590 | loss: 0.0311795 | val_loss: 0.031187 | Time: 1546.98 ms [2021-11-20 15:10:57 main:574] : INFO : Epoch 1591 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 1571.35 ms [2021-11-20 15:10:59 main:574] : INFO : Epoch 1592 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1633.51 ms [2021-11-20 15:11:01 main:574] : INFO : Epoch 1593 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1593.29 ms [2021-11-20 15:11:02 main:574] : INFO : Epoch 1594 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 1587.51 ms [2021-11-20 15:11:04 main:574] : INFO : Epoch 1595 | loss: 0.0311778 | val_loss: 0.0311838 | Time: 1547.7 ms [2021-11-20 15:11:06 main:574] : INFO : Epoch 1596 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 1541.46 ms [2021-11-20 15:11:07 main:574] : INFO : Epoch 1597 | loss: 0.0311787 | val_loss: 0.031184 | Time: 1546.6 ms [2021-11-20 15:11:09 main:574] : INFO : Epoch 1598 | loss: 0.0311819 | val_loss: 0.0311943 | Time: 1547.33 ms [2021-11-20 15:11:10 main:574] : INFO : Epoch 1599 | loss: 0.0311827 | val_loss: 0.0311912 | Time: 1558.23 ms [2021-11-20 15:11:12 main:574] : INFO : Epoch 1600 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 1542.73 ms [2021-11-20 15:11:14 main:574] : INFO : Epoch 1601 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 1549.52 ms [2021-11-20 15:11:15 main:574] : INFO : Epoch 1602 | loss: 0.0311764 | val_loss: 0.0311848 | Time: 1542.48 ms [2021-11-20 15:11:17 main:574] : INFO : Epoch 1603 | loss: 0.0311766 | val_loss: 0.0311863 | Time: 1545.07 ms [2021-11-20 15:11:19 main:574] : INFO : Epoch 1604 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 1542.51 ms [2021-11-20 15:11:20 main:574] : INFO : Epoch 1605 | loss: 0.0311778 | val_loss: 0.0311895 | Time: 1549.15 ms [2021-11-20 15:11:22 main:574] : INFO : Epoch 1606 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 1538.29 ms [2021-11-20 15:11:23 main:574] : INFO : Epoch 1607 | loss: 0.0311771 | val_loss: 0.0311908 | Time: 1537.79 ms [2021-11-20 15:11:25 main:574] : INFO : Epoch 1608 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 1539.27 ms [2021-11-20 15:11:27 main:574] : INFO : Epoch 1609 | loss: 0.0311796 | val_loss: 0.031185 | Time: 1541.28 ms [2021-11-20 15:11:28 main:574] : INFO : Epoch 1610 | loss: 0.0311764 | val_loss: 0.031184 | Time: 1539.15 ms [2021-11-20 15:11:30 main:574] : INFO : Epoch 1611 | loss: 0.0311779 | val_loss: 0.0311862 | Time: 1551.75 ms [2021-11-20 15:11:31 main:574] : INFO : Epoch 1612 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 1541.48 ms [2021-11-20 15:11:33 main:574] : INFO : Epoch 1613 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 1551.62 ms [2021-11-20 15:11:35 main:574] : INFO : Epoch 1614 | loss: 0.0311764 | val_loss: 0.0311872 | Time: 1543.24 ms [2021-11-20 15:11:36 main:574] : INFO : Epoch 1615 | loss: 0.0311775 | val_loss: 0.0311939 | Time: 1540.73 ms [2021-11-20 15:11:38 main:574] : INFO : Epoch 1616 | loss: 0.0311793 | val_loss: 0.031187 | Time: 1540.22 ms [2021-11-20 15:11:39 main:574] : INFO : Epoch 1617 | loss: 0.0311762 | val_loss: 0.0311854 | Time: 1536.61 ms [2021-11-20 15:11:41 main:574] : INFO : Epoch 1618 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 1560.92 ms [2021-11-20 15:11:43 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311928 | Time: 1540.24 ms [2021-11-20 15:11:44 main:574] : INFO : Epoch 1620 | loss: 0.0311786 | val_loss: 0.0311875 | Time: 1536.6 ms [2021-11-20 15:11:46 main:574] : INFO : Epoch 1621 | loss: 0.0311762 | val_loss: 0.0311885 | Time: 1546.02 ms [2021-11-20 15:11:47 main:574] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311867 | Time: 1536.21 ms [2021-11-20 15:11:49 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.031188 | Time: 1542.2 ms [2021-11-20 15:11:51 main:574] : INFO : Epoch 1624 | loss: 0.0311781 | val_loss: 0.0311923 | Time: 1536.76 ms [2021-11-20 15:11:52 main:574] : INFO : Epoch 1625 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 1549.27 ms [2021-11-20 15:11:54 main:574] : INFO : Epoch 1626 | loss: 0.0311759 | val_loss: 0.0311871 | Time: 1565.95 ms [2021-11-20 15:11:56 main:574] : INFO : Epoch 1627 | loss: 0.0311763 | val_loss: 0.0311851 | Time: 1549.95 ms [2021-11-20 15:11:57 main:574] : INFO : Epoch 1628 | loss: 0.0311763 | val_loss: 0.0311877 | Time: 1537.22 ms [2021-11-20 15:11:59 main:574] : INFO : Epoch 1629 | loss: 0.0311761 | val_loss: 0.0311876 | Time: 1539.64 ms [2021-11-20 15:12:00 main:574] : INFO : Epoch 1630 | loss: 0.0311758 | val_loss: 0.0311913 | Time: 1541.93 ms [2021-11-20 15:12:02 main:574] : INFO : Epoch 1631 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 1547.89 ms [2021-11-20 15:12:03 main:574] : INFO : Epoch 1632 | loss: 0.0311752 | val_loss: 0.0311862 | Time: 1539.04 ms [2021-11-20 15:12:05 main:574] : INFO : Epoch 1633 | loss: 0.0311755 | val_loss: 0.0311969 | Time: 1543.72 ms [2021-11-20 15:12:07 main:574] : INFO : Epoch 1634 | loss: 0.0311865 | val_loss: 0.0311947 | Time: 1546.63 ms [2021-11-20 15:12:08 main:574] : INFO : Epoch 1635 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 1550.66 ms [2021-11-20 15:12:10 main:574] : INFO : Epoch 1636 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 1546.1 ms [2021-11-20 15:12:11 main:574] : INFO : Epoch 1637 | loss: 0.0311754 | val_loss: 0.0311875 | Time: 1541.25 ms [2021-11-20 15:12:13 main:574] : INFO : Epoch 1638 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 1540.2 ms [2021-11-20 15:12:15 main:574] : INFO : Epoch 1639 | loss: 0.0311741 | val_loss: 0.0311879 | Time: 1540.86 ms [2021-11-20 15:12:16 main:574] : INFO : Epoch 1640 | loss: 0.0311757 | val_loss: 0.031188 | Time: 1551.67 ms [2021-11-20 15:12:18 main:574] : INFO : Epoch 1641 | loss: 0.0311767 | val_loss: 0.0311954 | Time: 1539.12 ms [2021-11-20 15:12:19 main:574] : INFO : Epoch 1642 | loss: 0.0311781 | val_loss: 0.0311901 | Time: 1538.07 ms [2021-11-20 15:12:21 main:574] : INFO : Epoch 1643 | loss: 0.0311766 | val_loss: 0.0311888 | Time: 1541.26 ms [2021-11-20 15:12:23 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.031187 | Time: 1546.89 ms [2021-11-20 15:12:24 main:574] : INFO : Epoch 1645 | loss: 0.031175 | val_loss: 0.0311859 | Time: 1533.07 ms [2021-11-20 15:12:26 main:574] : INFO : Epoch 1646 | loss: 0.0311744 | val_loss: 0.031187 | Time: 1538.73 ms [2021-11-20 15:12:27 main:574] : INFO : Epoch 1647 | loss: 0.0311733 | val_loss: 0.0311874 | Time: 1546.06 ms [2021-11-20 15:12:29 main:574] : INFO : Epoch 1648 | loss: 0.0311776 | val_loss: 0.0311894 | Time: 1544.79 ms [2021-11-20 15:12:31 main:574] : INFO : Epoch 1649 | loss: 0.0311784 | val_loss: 0.0311903 | Time: 1549 ms [2021-11-20 15:12:32 main:574] : INFO : Epoch 1650 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 1556.77 ms [2021-11-20 15:12:34 main:574] : INFO : Epoch 1651 | loss: 0.0311737 | val_loss: 0.0311862 | Time: 1540.15 ms [2021-11-20 15:12:35 main:574] : INFO : Epoch 1652 | loss: 0.0311731 | val_loss: 0.0311858 | Time: 1541.38 ms [2021-11-20 15:12:37 main:574] : INFO : Epoch 1653 | loss: 0.0311752 | val_loss: 0.031187 | Time: 1546.35 ms [2021-11-20 15:12:39 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311888 | Time: 1544.73 ms [2021-11-20 15:12:40 main:574] : INFO : Epoch 1655 | loss: 0.0311731 | val_loss: 0.0311872 | Time: 1538.09 ms [2021-11-20 15:12:42 main:574] : INFO : Epoch 1656 | loss: 0.0311731 | val_loss: 0.0311862 | Time: 1553.97 ms [2021-11-20 15:12:43 main:574] : INFO : Epoch 1657 | loss: 0.0311764 | val_loss: 0.0311858 | Time: 1566 ms [2021-11-20 15:12:45 main:574] : INFO : Epoch 1658 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 1547.84 ms [2021-11-20 15:12:47 main:574] : INFO : Epoch 1659 | loss: 0.0311766 | val_loss: 0.0311883 | Time: 1540.7 ms [2021-11-20 15:12:48 main:574] : INFO : Epoch 1660 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 1536.13 ms [2021-11-20 15:12:50 main:574] : INFO : Epoch 1661 | loss: 0.0311739 | val_loss: 0.0311919 | Time: 1537.11 ms [2021-11-20 15:12:51 main:574] : INFO : Epoch 1662 | loss: 0.0311736 | val_loss: 0.031186 | Time: 1546.14 ms [2021-11-20 15:12:53 main:574] : INFO : Epoch 1663 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 1544.18 ms [2021-11-20 15:12:55 main:574] : INFO : Epoch 1664 | loss: 0.0311742 | val_loss: 0.0311878 | Time: 1539.03 ms [2021-11-20 15:12:56 main:574] : INFO : Epoch 1665 | loss: 0.0311729 | val_loss: 0.0311888 | Time: 1538.01 ms [2021-11-20 15:12:58 main:574] : INFO : Epoch 1666 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 1540.27 ms [2021-11-20 15:12:59 main:574] : INFO : Epoch 1667 | loss: 0.0311741 | val_loss: 0.031185 | Time: 1541.95 ms [2021-11-20 15:13:01 main:574] : INFO : Epoch 1668 | loss: 0.0311728 | val_loss: 0.0311876 | Time: 1551.63 ms [2021-11-20 15:13:03 main:574] : INFO : Epoch 1669 | loss: 0.0311753 | val_loss: 0.0311879 | Time: 1538.41 ms [2021-11-20 15:13:04 main:574] : INFO : Epoch 1670 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 1539.38 ms [2021-11-20 15:13:06 main:574] : INFO : Epoch 1671 | loss: 0.0311727 | val_loss: 0.0311857 | Time: 1539.37 ms [2021-11-20 15:13:07 main:574] : INFO : Epoch 1672 | loss: 0.0311724 | val_loss: 0.0311924 | Time: 1542.1 ms [2021-11-20 15:13:09 main:574] : INFO : Epoch 1673 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 1549.93 ms [2021-11-20 15:13:11 main:574] : INFO : Epoch 1674 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 1544.52 ms [2021-11-20 15:13:12 main:574] : INFO : Epoch 1675 | loss: 0.0311733 | val_loss: 0.031185 | Time: 1538.19 ms [2021-11-20 15:13:14 main:574] : INFO : Epoch 1676 | loss: 0.031175 | val_loss: 0.0311856 | Time: 1538.78 ms [2021-11-20 15:13:15 main:574] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.0311861 | Time: 1546.25 ms [2021-11-20 15:13:17 main:574] : INFO : Epoch 1678 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 1532.88 ms [2021-11-20 15:13:19 main:574] : INFO : Epoch 1679 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 1533.57 ms [2021-11-20 15:13:20 main:574] : INFO : Epoch 1680 | loss: 0.0311743 | val_loss: 0.0311845 | Time: 1553.84 ms [2021-11-20 15:13:22 main:574] : INFO : Epoch 1681 | loss: 0.0311759 | val_loss: 0.0311879 | Time: 1559.45 ms [2021-11-20 15:13:23 main:574] : INFO : Epoch 1682 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 1544 ms [2021-11-20 15:13:25 main:574] : INFO : Epoch 1683 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 1541.68 ms [2021-11-20 15:13:27 main:574] : INFO : Epoch 1684 | loss: 0.0311737 | val_loss: 0.0311844 | Time: 1549.23 ms [2021-11-20 15:13:28 main:574] : INFO : Epoch 1685 | loss: 0.0311766 | val_loss: 0.0311932 | Time: 1540.38 ms [2021-11-20 15:13:30 main:574] : INFO : Epoch 1686 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 1537.9 ms [2021-11-20 15:13:31 main:574] : INFO : Epoch 1687 | loss: 0.0311734 | val_loss: 0.031184 | Time: 1540.64 ms [2021-11-20 15:13:33 main:574] : INFO : Epoch 1688 | loss: 0.031175 | val_loss: 0.0311881 | Time: 1545.16 ms [2021-11-20 15:13:34 main:574] : INFO : Epoch 1689 | loss: 0.0311757 | val_loss: 0.031189 | Time: 1565.94 ms [2021-11-20 15:13:36 main:574] : INFO : Epoch 1690 | loss: 0.0311768 | val_loss: 0.0311888 | Time: 1539.48 ms [2021-11-20 15:13:38 main:574] : INFO : Epoch 1691 | loss: 0.0311761 | val_loss: 0.031184 | Time: 1542.6 ms [2021-11-20 15:13:39 main:574] : INFO : Epoch 1692 | loss: 0.0311769 | val_loss: 0.0311831 | Time: 1540.91 ms [2021-11-20 15:13:41 main:574] : INFO : Epoch 1693 | loss: 0.0311765 | val_loss: 0.031183 | Time: 1539.27 ms [2021-11-20 15:13:42 main:574] : INFO : Epoch 1694 | loss: 0.031176 | val_loss: 0.0311831 | Time: 1553.8 ms [2021-11-20 15:13:44 main:574] : INFO : Epoch 1695 | loss: 0.0311755 | val_loss: 0.0311916 | Time: 1554.59 ms [2021-11-20 15:13:46 main:574] : INFO : Epoch 1696 | loss: 0.0311761 | val_loss: 0.0311854 | Time: 1553.31 ms [2021-11-20 15:13:47 main:574] : INFO : Epoch 1697 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1540.7 ms [2021-11-20 15:13:49 main:574] : INFO : Epoch 1698 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 1539.63 ms [2021-11-20 15:13:50 main:574] : INFO : Epoch 1699 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1540.18 ms [2021-11-20 15:13:52 main:574] : INFO : Epoch 1700 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 1538.42 ms [2021-11-20 15:13:54 main:574] : INFO : Epoch 1701 | loss: 0.0311745 | val_loss: 0.0311899 | Time: 1549.67 ms [2021-11-20 15:13:55 main:574] : INFO : Epoch 1702 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 1541.23 ms [2021-11-20 15:13:57 main:574] : INFO : Epoch 1703 | loss: 0.031172 | val_loss: 0.031187 | Time: 1546.27 ms [2021-11-20 15:13:58 main:574] : INFO : Epoch 1704 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 1536.8 ms [2021-11-20 15:14:00 main:574] : INFO : Epoch 1705 | loss: 0.031171 | val_loss: 0.0311858 | Time: 1541.05 ms [2021-11-20 15:14:02 main:574] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 1534.98 ms [2021-11-20 15:14:03 main:574] : INFO : Epoch 1707 | loss: 0.0311756 | val_loss: 0.0311885 | Time: 1540.8 ms [2021-11-20 15:14:05 main:574] : INFO : Epoch 1708 | loss: 0.0311712 | val_loss: 0.0311896 | Time: 1547.67 ms [2021-11-20 15:14:06 main:574] : INFO : Epoch 1709 | loss: 0.0311726 | val_loss: 0.0311898 | Time: 1542.01 ms [2021-11-20 15:14:08 main:574] : INFO : Epoch 1710 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 1539.79 ms [2021-11-20 15:14:10 main:574] : INFO : Epoch 1711 | loss: 0.0311705 | val_loss: 0.031189 | Time: 1538.18 ms [2021-11-20 15:14:11 main:574] : INFO : Epoch 1712 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 1535.13 ms [2021-11-20 15:14:13 main:574] : INFO : Epoch 1713 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 1535.53 ms [2021-11-20 15:14:14 main:574] : INFO : Epoch 1714 | loss: 0.0311717 | val_loss: 0.031188 | Time: 1540.1 ms [2021-11-20 15:14:16 main:574] : INFO : Epoch 1715 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 1543.51 ms [2021-11-20 15:14:18 main:574] : INFO : Epoch 1716 | loss: 0.0311707 | val_loss: 0.0311856 | Time: 1544.43 ms [2021-11-20 15:14:19 main:574] : INFO : Epoch 1717 | loss: 0.0311705 | val_loss: 0.0311831 | Time: 1540.18 ms [2021-11-20 15:14:21 main:574] : INFO : Epoch 1718 | loss: 0.03117 | val_loss: 0.0311842 | Time: 1544.88 ms [2021-11-20 15:14:22 main:574] : INFO : Epoch 1719 | loss: 0.0311708 | val_loss: 0.0311839 | Time: 1560.99 ms [2021-11-20 15:14:24 main:574] : INFO : Epoch 1720 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 1552.37 ms [2021-11-20 15:14:26 main:574] : INFO : Epoch 1721 | loss: 0.03117 | val_loss: 0.0311875 | Time: 1543.77 ms [2021-11-20 15:14:27 main:574] : INFO : Epoch 1722 | loss: 0.0311692 | val_loss: 0.031184 | Time: 1542.81 ms [2021-11-20 15:14:29 main:574] : INFO : Epoch 1723 | loss: 0.0311699 | val_loss: 0.0311837 | Time: 1544.36 ms [2021-11-20 15:14:30 main:574] : INFO : Epoch 1724 | loss: 0.031173 | val_loss: 0.03119 | Time: 1550.17 ms [2021-11-20 15:14:32 main:574] : INFO : Epoch 1725 | loss: 0.0311704 | val_loss: 0.0311849 | Time: 1547.98 ms [2021-11-20 15:14:34 main:574] : INFO : Epoch 1726 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 1539.84 ms [2021-11-20 15:14:35 main:574] : INFO : Epoch 1727 | loss: 0.0311694 | val_loss: 0.031183 | Time: 1539.63 ms [2021-11-20 15:14:37 main:574] : INFO : Epoch 1728 | loss: 0.0311705 | val_loss: 0.031187 | Time: 1544.18 ms [2021-11-20 15:14:38 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311837 | Time: 1551.76 ms [2021-11-20 15:14:40 main:574] : INFO : Epoch 1730 | loss: 0.0311687 | val_loss: 0.0311833 | Time: 1556.16 ms [2021-11-20 15:14:42 main:574] : INFO : Epoch 1731 | loss: 0.0311687 | val_loss: 0.0311899 | Time: 1542.57 ms [2021-11-20 15:14:43 main:574] : INFO : Epoch 1732 | loss: 0.0311695 | val_loss: 0.0311846 | Time: 1542.52 ms [2021-11-20 15:14:45 main:574] : INFO : Epoch 1733 | loss: 0.0311687 | val_loss: 0.0311885 | Time: 1537.99 ms [2021-11-20 15:14:46 main:574] : INFO : Epoch 1734 | loss: 0.0311697 | val_loss: 0.0311833 | Time: 1540.77 ms [2021-11-20 15:14:48 main:574] : INFO : Epoch 1735 | loss: 0.0311683 | val_loss: 0.0311822 | Time: 1549.42 ms [2021-11-20 15:14:50 main:574] : INFO : Epoch 1736 | loss: 0.0311694 | val_loss: 0.0311919 | Time: 1550.29 ms [2021-11-20 15:14:51 main:574] : INFO : Epoch 1737 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 1552.86 ms [2021-11-20 15:14:53 main:574] : INFO : Epoch 1738 | loss: 0.0311676 | val_loss: 0.0311838 | Time: 1540.4 ms [2021-11-20 15:14:54 main:574] : INFO : Epoch 1739 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 1543.78 ms [2021-11-20 15:14:56 main:574] : INFO : Epoch 1740 | loss: 0.0311689 | val_loss: 0.0311854 | Time: 1541.07 ms [2021-11-20 15:14:58 main:574] : INFO : Epoch 1741 | loss: 0.031172 | val_loss: 0.0311837 | Time: 1538.19 ms [2021-11-20 15:14:59 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311856 | Time: 1538.29 ms [2021-11-20 15:15:01 main:574] : INFO : Epoch 1743 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 1542.4 ms [2021-11-20 15:15:02 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 1553.29 ms [2021-11-20 15:15:04 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311841 | Time: 1542.06 ms [2021-11-20 15:15:06 main:574] : INFO : Epoch 1746 | loss: 0.0311679 | val_loss: 0.0311835 | Time: 1542.27 ms [2021-11-20 15:15:07 main:574] : INFO : Epoch 1747 | loss: 0.0311683 | val_loss: 0.0311817 | Time: 1537.64 ms [2021-11-20 15:15:09 main:574] : INFO : Epoch 1748 | loss: 0.0311691 | val_loss: 0.0311842 | Time: 1542.21 ms [2021-11-20 15:15:11 main:574] : INFO : Epoch 1749 | loss: 0.031172 | val_loss: 0.031189 | Time: 1553.92 ms [2021-11-20 15:15:12 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311858 | Time: 1537.34 ms [2021-11-20 15:15:14 main:574] : INFO : Epoch 1751 | loss: 0.031169 | val_loss: 0.0311876 | Time: 1548.02 ms [2021-11-20 15:15:16 main:574] : INFO : Epoch 1752 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 1535.12 ms [2021-11-20 15:15:17 main:574] : INFO : Epoch 1753 | loss: 0.0311689 | val_loss: 0.031183 | Time: 1538.59 ms [2021-11-20 15:15:19 main:574] : INFO : Epoch 1754 | loss: 0.0311683 | val_loss: 0.0311817 | Time: 1544.7 ms [2021-11-20 15:15:20 main:574] : INFO : Epoch 1755 | loss: 0.0311684 | val_loss: 0.0311835 | Time: 1539.68 ms [2021-11-20 15:15:22 main:574] : INFO : Epoch 1756 | loss: 0.0311686 | val_loss: 0.0311859 | Time: 1563.58 ms [2021-11-20 15:15:24 main:574] : INFO : Epoch 1757 | loss: 0.0311677 | val_loss: 0.0311897 | Time: 1534.72 ms [2021-11-20 15:15:25 main:574] : INFO : Epoch 1758 | loss: 0.0311697 | val_loss: 0.0311864 | Time: 1556.77 ms [2021-11-20 15:15:27 main:574] : INFO : Epoch 1759 | loss: 0.0311676 | val_loss: 0.0311845 | Time: 1615.1 ms [2021-11-20 15:15:29 main:574] : INFO : Epoch 1760 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 1642.37 ms [2021-11-20 15:15:30 main:574] : INFO : Epoch 1761 | loss: 0.0311674 | val_loss: 0.0311849 | Time: 1596.21 ms [2021-11-20 15:15:32 main:574] : INFO : Epoch 1762 | loss: 0.0311687 | val_loss: 0.0311864 | Time: 1569.98 ms [2021-11-20 15:15:34 main:574] : INFO : Epoch 1763 | loss: 0.0311687 | val_loss: 0.0311886 | Time: 1574.97 ms [2021-11-20 15:15:35 main:574] : INFO : Epoch 1764 | loss: 0.0311685 | val_loss: 0.0311855 | Time: 1574.51 ms [2021-11-20 15:15:37 main:574] : INFO : Epoch 1765 | loss: 0.0311669 | val_loss: 0.0311903 | Time: 1587.5 ms [2021-11-20 15:15:39 main:574] : INFO : Epoch 1766 | loss: 0.0311722 | val_loss: 0.0311835 | Time: 1575.28 ms [2021-11-20 15:15:40 main:574] : INFO : Epoch 1767 | loss: 0.0311755 | val_loss: 0.0311992 | Time: 1595.98 ms [2021-11-20 15:15:42 main:574] : INFO : Epoch 1768 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 1559.69 ms [2021-11-20 15:15:44 main:574] : INFO : Epoch 1769 | loss: 0.0311697 | val_loss: 0.0311833 | Time: 1574.76 ms [2021-11-20 15:15:45 main:574] : INFO : Epoch 1770 | loss: 0.0311695 | val_loss: 0.0311823 | Time: 1580.13 ms [2021-11-20 15:15:47 main:574] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.0311841 | Time: 1609.77 ms [2021-11-20 15:15:48 main:574] : INFO : Epoch 1772 | loss: 0.031167 | val_loss: 0.0311823 | Time: 1600.68 ms [2021-11-20 15:15:50 main:574] : INFO : Epoch 1773 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 1585.73 ms [2021-11-20 15:15:52 main:574] : INFO : Epoch 1774 | loss: 0.0311683 | val_loss: 0.0311844 | Time: 1554.42 ms [2021-11-20 15:15:53 main:574] : INFO : Epoch 1775 | loss: 0.031169 | val_loss: 0.0311844 | Time: 1555.29 ms [2021-11-20 15:15:55 main:574] : INFO : Epoch 1776 | loss: 0.0311707 | val_loss: 0.0311872 | Time: 1538.64 ms [2021-11-20 15:15:57 main:574] : INFO : Epoch 1777 | loss: 0.0311683 | val_loss: 0.031186 | Time: 1539 ms [2021-11-20 15:15:58 main:574] : INFO : Epoch 1778 | loss: 0.0311666 | val_loss: 0.0311825 | Time: 1539.51 ms [2021-11-20 15:16:00 main:574] : INFO : Epoch 1779 | loss: 0.0311658 | val_loss: 0.0311859 | Time: 1539.42 ms [2021-11-20 15:16:01 main:574] : INFO : Epoch 1780 | loss: 0.0311687 | val_loss: 0.0311838 | Time: 1540.47 ms [2021-11-20 15:16:03 main:574] : INFO : Epoch 1781 | loss: 0.0311688 | val_loss: 0.031186 | Time: 1538.72 ms [2021-11-20 15:16:04 main:574] : INFO : Epoch 1782 | loss: 0.0311692 | val_loss: 0.0311818 | Time: 1539.04 ms [2021-11-20 15:16:06 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311845 | Time: 1543.47 ms [2021-11-20 15:16:08 main:574] : INFO : Epoch 1784 | loss: 0.0311677 | val_loss: 0.0311876 | Time: 1541.75 ms [2021-11-20 15:16:09 main:574] : INFO : Epoch 1785 | loss: 0.0311668 | val_loss: 0.0311831 | Time: 1552.22 ms [2021-11-20 15:16:11 main:574] : INFO : Epoch 1786 | loss: 0.0311669 | val_loss: 0.0311854 | Time: 1540.34 ms [2021-11-20 15:16:12 main:574] : INFO : Epoch 1787 | loss: 0.0311672 | val_loss: 0.0311836 | Time: 1540.44 ms [2021-11-20 15:16:14 main:574] : INFO : Epoch 1788 | loss: 0.0311677 | val_loss: 0.0311859 | Time: 1536.97 ms [2021-11-20 15:16:16 main:574] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.031189 | Time: 1543.51 ms [2021-11-20 15:16:17 main:574] : INFO : Epoch 1790 | loss: 0.031172 | val_loss: 0.0311854 | Time: 1557.51 ms [2021-11-20 15:16:19 main:574] : INFO : Epoch 1791 | loss: 0.031175 | val_loss: 0.031184 | Time: 1546.33 ms [2021-11-20 15:16:20 main:574] : INFO : Epoch 1792 | loss: 0.0311712 | val_loss: 0.0311851 | Time: 1542.74 ms [2021-11-20 15:16:22 main:574] : INFO : Epoch 1793 | loss: 0.031171 | val_loss: 0.0311829 | Time: 1540.55 ms [2021-11-20 15:16:24 main:574] : INFO : Epoch 1794 | loss: 0.031171 | val_loss: 0.0311906 | Time: 1541.22 ms [2021-11-20 15:16:25 main:574] : INFO : Epoch 1795 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 1542.94 ms [2021-11-20 15:16:27 main:574] : INFO : Epoch 1796 | loss: 0.031168 | val_loss: 0.0311811 | Time: 1543.26 ms [2021-11-20 15:16:28 main:574] : INFO : Epoch 1797 | loss: 0.0311665 | val_loss: 0.0311825 | Time: 1541.86 ms [2021-11-20 15:16:30 main:574] : INFO : Epoch 1798 | loss: 0.0311686 | val_loss: 0.031191 | Time: 1542.34 ms [2021-11-20 15:16:32 main:574] : INFO : Epoch 1799 | loss: 0.0311673 | val_loss: 0.0311859 | Time: 1559.74 ms [2021-11-20 15:16:33 main:574] : INFO : Epoch 1800 | loss: 0.0311671 | val_loss: 0.0311893 | Time: 1542.87 ms [2021-11-20 15:16:35 main:574] : INFO : Epoch 1801 | loss: 0.0311732 | val_loss: 0.0311889 | Time: 1553.44 ms [2021-11-20 15:16:36 main:574] : INFO : Epoch 1802 | loss: 0.0311777 | val_loss: 0.0311916 | Time: 1555.35 ms [2021-11-20 15:16:38 main:574] : INFO : Epoch 1803 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1544.12 ms [2021-11-20 15:16:40 main:574] : INFO : Epoch 1804 | loss: 0.031174 | val_loss: 0.0311797 | Time: 1553.42 ms [2021-11-20 15:16:41 main:574] : INFO : Epoch 1805 | loss: 0.0311739 | val_loss: 0.031185 | Time: 1543.61 ms [2021-11-20 15:16:43 main:574] : INFO : Epoch 1806 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 1558.32 ms [2021-11-20 15:16:44 main:574] : INFO : Epoch 1807 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 1555.69 ms [2021-11-20 15:16:46 main:574] : INFO : Epoch 1808 | loss: 0.031173 | val_loss: 0.0311915 | Time: 1539.6 ms [2021-11-20 15:16:48 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 1543.35 ms [2021-11-20 15:16:49 main:574] : INFO : Epoch 1810 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 1546.27 ms [2021-11-20 15:16:51 main:574] : INFO : Epoch 1811 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 1558.51 ms [2021-11-20 15:16:52 main:574] : INFO : Epoch 1812 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1540.31 ms [2021-11-20 15:16:54 main:574] : INFO : Epoch 1813 | loss: 0.0311688 | val_loss: 0.0311817 | Time: 1545.64 ms [2021-11-20 15:16:56 main:574] : INFO : Epoch 1814 | loss: 0.0311688 | val_loss: 0.0311802 | Time: 1547.5 ms [2021-11-20 15:16:57 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 1541.73 ms [2021-11-20 15:16:59 main:574] : INFO : Epoch 1816 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 1542.6 ms [2021-11-20 15:17:00 main:574] : INFO : Epoch 1817 | loss: 0.0311696 | val_loss: 0.0311937 | Time: 1545.78 ms [2021-11-20 15:17:02 main:574] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 1547.35 ms [2021-11-20 15:17:04 main:574] : INFO : Epoch 1819 | loss: 0.0311737 | val_loss: 0.031194 | Time: 1540.92 ms [2021-11-20 15:17:05 main:574] : INFO : Epoch 1820 | loss: 0.0311762 | val_loss: 0.0311894 | Time: 1546.46 ms [2021-11-20 15:17:07 main:574] : INFO : Epoch 1821 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 1545.2 ms [2021-11-20 15:17:08 main:574] : INFO : Epoch 1822 | loss: 0.031169 | val_loss: 0.0311829 | Time: 1540.82 ms [2021-11-20 15:17:10 main:574] : INFO : Epoch 1823 | loss: 0.0311676 | val_loss: 0.031187 | Time: 1556.08 ms [2021-11-20 15:17:11 main:574] : INFO : Epoch 1824 | loss: 0.03117 | val_loss: 0.0311828 | Time: 1556.6 ms [2021-11-20 15:17:13 main:574] : INFO : Epoch 1825 | loss: 0.0311659 | val_loss: 0.0311841 | Time: 1544.42 ms [2021-11-20 15:17:15 main:574] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311825 | Time: 1540.67 ms [2021-11-20 15:17:16 main:574] : INFO : Epoch 1827 | loss: 0.0311663 | val_loss: 0.0311835 | Time: 1539.42 ms [2021-11-20 15:17:18 main:574] : INFO : Epoch 1828 | loss: 0.0311653 | val_loss: 0.0311831 | Time: 1542.05 ms [2021-11-20 15:17:19 main:574] : INFO : Epoch 1829 | loss: 0.0311656 | val_loss: 0.031184 | Time: 1541.85 ms [2021-11-20 15:17:21 main:574] : INFO : Epoch 1830 | loss: 0.031166 | val_loss: 0.0311826 | Time: 1545.06 ms [2021-11-20 15:17:23 main:574] : INFO : Epoch 1831 | loss: 0.0311687 | val_loss: 0.0311878 | Time: 1542.24 ms [2021-11-20 15:17:24 main:574] : INFO : Epoch 1832 | loss: 0.0311704 | val_loss: 0.0311823 | Time: 1547.13 ms [2021-11-20 15:17:26 main:574] : INFO : Epoch 1833 | loss: 0.0311679 | val_loss: 0.0311807 | Time: 1546.68 ms [2021-11-20 15:17:27 main:574] : INFO : Epoch 1834 | loss: 0.03117 | val_loss: 0.0311854 | Time: 1547.72 ms [2021-11-20 15:17:29 main:574] : INFO : Epoch 1835 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 1539.52 ms [2021-11-20 15:17:31 main:574] : INFO : Epoch 1836 | loss: 0.0311732 | val_loss: 0.031183 | Time: 1548.46 ms [2021-11-20 15:17:32 main:574] : INFO : Epoch 1837 | loss: 0.0311675 | val_loss: 0.0311881 | Time: 1542.59 ms [2021-11-20 15:17:34 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311838 | Time: 1591.53 ms [2021-11-20 15:17:36 main:574] : INFO : Epoch 1839 | loss: 0.0311659 | val_loss: 0.031182 | Time: 1601.83 ms [2021-11-20 15:17:37 main:574] : INFO : Epoch 1840 | loss: 0.0311654 | val_loss: 0.0311826 | Time: 1564.48 ms [2021-11-20 15:17:39 main:574] : INFO : Epoch 1841 | loss: 0.0311659 | val_loss: 0.031182 | Time: 1567.77 ms [2021-11-20 15:17:40 main:574] : INFO : Epoch 1842 | loss: 0.031166 | val_loss: 0.0311855 | Time: 1579.08 ms [2021-11-20 15:17:42 main:574] : INFO : Epoch 1843 | loss: 0.0311666 | val_loss: 0.031182 | Time: 1578.55 ms [2021-11-20 15:17:44 main:574] : INFO : Epoch 1844 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1667.64 ms [2021-11-20 15:17:45 main:574] : INFO : Epoch 1845 | loss: 0.0311655 | val_loss: 0.0311834 | Time: 1559.4 ms [2021-11-20 15:17:47 main:574] : INFO : Epoch 1846 | loss: 0.031165 | val_loss: 0.0311806 | Time: 1517.23 ms [2021-11-20 15:17:49 main:574] : INFO : Epoch 1847 | loss: 0.0311686 | val_loss: 0.0311888 | Time: 1542.94 ms [2021-11-20 15:17:50 main:574] : INFO : Epoch 1848 | loss: 0.031167 | val_loss: 0.0311827 | Time: 1541.91 ms [2021-11-20 15:17:52 main:574] : INFO : Epoch 1849 | loss: 0.0311652 | val_loss: 0.0311809 | Time: 1601.37 ms [2021-11-20 15:17:53 main:574] : INFO : Epoch 1850 | loss: 0.0311663 | val_loss: 0.0311807 | Time: 1582.78 ms [2021-11-20 15:17:55 main:574] : INFO : Epoch 1851 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 1551.27 ms [2021-11-20 15:17:57 main:574] : INFO : Epoch 1852 | loss: 0.0311682 | val_loss: 0.0311817 | Time: 1544.91 ms [2021-11-20 15:17:58 main:574] : INFO : Epoch 1853 | loss: 0.0311687 | val_loss: 0.0311817 | Time: 1539.09 ms [2021-11-20 15:18:00 main:574] : INFO : Epoch 1854 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1547.04 ms [2021-11-20 15:18:01 main:574] : INFO : Epoch 1855 | loss: 0.0311694 | val_loss: 0.0311836 | Time: 1545.75 ms [2021-11-20 15:18:03 main:574] : INFO : Epoch 1856 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 1542.29 ms [2021-11-20 15:18:05 main:574] : INFO : Epoch 1857 | loss: 0.0311685 | val_loss: 0.0311812 | Time: 1539.07 ms [2021-11-20 15:18:06 main:574] : INFO : Epoch 1858 | loss: 0.0311665 | val_loss: 0.0311867 | Time: 1537.75 ms [2021-11-20 15:18:08 main:574] : INFO : Epoch 1859 | loss: 0.0311663 | val_loss: 0.0311828 | Time: 1542.08 ms [2021-11-20 15:18:09 main:574] : INFO : Epoch 1860 | loss: 0.0311667 | val_loss: 0.0311829 | Time: 1536.04 ms [2021-11-20 15:18:11 main:574] : INFO : Epoch 1861 | loss: 0.0311672 | val_loss: 0.0311845 | Time: 1540.35 ms [2021-11-20 15:18:12 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1546.15 ms [2021-11-20 15:18:14 main:574] : INFO : Epoch 1863 | loss: 0.0311632 | val_loss: 0.0311866 | Time: 1542.01 ms [2021-11-20 15:18:16 main:574] : INFO : Epoch 1864 | loss: 0.0311672 | val_loss: 0.0311819 | Time: 1542.5 ms [2021-11-20 15:18:17 main:574] : INFO : Epoch 1865 | loss: 0.0311646 | val_loss: 0.03118 | Time: 1544.25 ms [2021-11-20 15:18:19 main:574] : INFO : Epoch 1866 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 1535.45 ms [2021-11-20 15:18:20 main:574] : INFO : Epoch 1867 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 1536.85 ms [2021-11-20 15:18:22 main:574] : INFO : Epoch 1868 | loss: 0.0311655 | val_loss: 0.0311821 | Time: 1549.77 ms [2021-11-20 15:18:24 main:574] : INFO : Epoch 1869 | loss: 0.0311623 | val_loss: 0.0311797 | Time: 1559.24 ms [2021-11-20 15:18:25 main:574] : INFO : Epoch 1870 | loss: 0.0311622 | val_loss: 0.031183 | Time: 1548.28 ms [2021-11-20 15:18:27 main:574] : INFO : Epoch 1871 | loss: 0.0311632 | val_loss: 0.031182 | Time: 1540.68 ms [2021-11-20 15:18:28 main:574] : INFO : Epoch 1872 | loss: 0.0311634 | val_loss: 0.0311808 | Time: 1539.31 ms [2021-11-20 15:18:30 main:574] : INFO : Epoch 1873 | loss: 0.0311658 | val_loss: 0.0311832 | Time: 1545.6 ms [2021-11-20 15:18:32 main:574] : INFO : Epoch 1874 | loss: 0.0311648 | val_loss: 0.0311846 | Time: 1540.7 ms [2021-11-20 15:18:33 main:574] : INFO : Epoch 1875 | loss: 0.0311635 | val_loss: 0.0311826 | Time: 1540.79 ms [2021-11-20 15:18:35 main:574] : INFO : Epoch 1876 | loss: 0.0311622 | val_loss: 0.0311841 | Time: 1539.79 ms [2021-11-20 15:18:36 main:574] : INFO : Epoch 1877 | loss: 0.0311629 | val_loss: 0.0311834 | Time: 1545.07 ms [2021-11-20 15:18:38 main:574] : INFO : Epoch 1878 | loss: 0.0311632 | val_loss: 0.0311826 | Time: 1543.12 ms [2021-11-20 15:18:40 main:574] : INFO : Epoch 1879 | loss: 0.0311628 | val_loss: 0.031183 | Time: 1543.41 ms [2021-11-20 15:18:41 main:574] : INFO : Epoch 1880 | loss: 0.0311629 | val_loss: 0.0311824 | Time: 1551.94 ms [2021-11-20 15:18:43 main:574] : INFO : Epoch 1881 | loss: 0.0311628 | val_loss: 0.031182 | Time: 1542.4 ms [2021-11-20 15:18:44 main:574] : INFO : Epoch 1882 | loss: 0.0311626 | val_loss: 0.0311826 | Time: 1553.79 ms [2021-11-20 15:18:46 main:574] : INFO : Epoch 1883 | loss: 0.0311625 | val_loss: 0.0311856 | Time: 1538.4 ms [2021-11-20 15:18:48 main:574] : INFO : Epoch 1884 | loss: 0.0311617 | val_loss: 0.0311803 | Time: 1588.83 ms [2021-11-20 15:18:49 main:574] : INFO : Epoch 1885 | loss: 0.0311622 | val_loss: 0.0311884 | Time: 1603.87 ms [2021-11-20 15:18:51 main:574] : INFO : Epoch 1886 | loss: 0.0311643 | val_loss: 0.0311846 | Time: 1628.84 ms [2021-11-20 15:18:53 main:574] : INFO : Epoch 1887 | loss: 0.0311628 | val_loss: 0.0311823 | Time: 1598.92 ms [2021-11-20 15:18:54 main:574] : INFO : Epoch 1888 | loss: 0.0311607 | val_loss: 0.0311844 | Time: 1545.99 ms [2021-11-20 15:18:56 main:574] : INFO : Epoch 1889 | loss: 0.0311616 | val_loss: 0.0311882 | Time: 1576.02 ms [2021-11-20 15:18:58 main:574] : INFO : Epoch 1890 | loss: 0.031161 | val_loss: 0.0311813 | Time: 1589.53 ms [2021-11-20 15:18:59 main:574] : INFO : Epoch 1891 | loss: 0.0311617 | val_loss: 0.0311874 | Time: 1559.18 ms [2021-11-20 15:19:01 main:574] : INFO : Epoch 1892 | loss: 0.0311618 | val_loss: 0.0311798 | Time: 1556.12 ms [2021-11-20 15:19:02 main:574] : INFO : Epoch 1893 | loss: 0.0311627 | val_loss: 0.0311831 | Time: 1548.82 ms [2021-11-20 15:19:04 main:574] : INFO : Epoch 1894 | loss: 0.031161 | val_loss: 0.0311809 | Time: 1547.89 ms [2021-11-20 15:19:06 main:574] : INFO : Epoch 1895 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 1546.6 ms [2021-11-20 15:19:07 main:574] : INFO : Epoch 1896 | loss: 0.0311616 | val_loss: 0.0311814 | Time: 1541.45 ms [2021-11-20 15:19:09 main:574] : INFO : Epoch 1897 | loss: 0.0311609 | val_loss: 0.0311839 | Time: 1546.39 ms [2021-11-20 15:19:10 main:574] : INFO : Epoch 1898 | loss: 0.0311607 | val_loss: 0.0311865 | Time: 1543.97 ms [2021-11-20 15:19:12 main:574] : INFO : Epoch 1899 | loss: 0.0311604 | val_loss: 0.0311793 | Time: 1547.12 ms [2021-11-20 15:19:13 main:574] : INFO : Epoch 1900 | loss: 0.0311607 | val_loss: 0.0311831 | Time: 1535.75 ms [2021-11-20 15:19:15 main:574] : INFO : Epoch 1901 | loss: 0.0311658 | val_loss: 0.0311797 | Time: 1539.54 ms [2021-11-20 15:19:17 main:574] : INFO : Epoch 1902 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 1539.74 ms [2021-11-20 15:19:18 main:574] : INFO : Epoch 1903 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 1538.28 ms [2021-11-20 15:19:20 main:574] : INFO : Epoch 1904 | loss: 0.0311616 | val_loss: 0.0311793 | Time: 1540.62 ms [2021-11-20 15:19:21 main:574] : INFO : Epoch 1905 | loss: 0.0311602 | val_loss: 0.0311825 | Time: 1542.13 ms [2021-11-20 15:19:23 main:574] : INFO : Epoch 1906 | loss: 0.0311612 | val_loss: 0.0311826 | Time: 1540.56 ms [2021-11-20 15:19:25 main:574] : INFO : Epoch 1907 | loss: 0.0311629 | val_loss: 0.0311801 | Time: 1569.66 ms [2021-11-20 15:19:26 main:574] : INFO : Epoch 1908 | loss: 0.0311651 | val_loss: 0.0311822 | Time: 1618 ms [2021-11-20 15:19:28 main:574] : INFO : Epoch 1909 | loss: 0.0311628 | val_loss: 0.0311774 | Time: 1631.59 ms [2021-11-20 15:19:30 main:574] : INFO : Epoch 1910 | loss: 0.0311611 | val_loss: 0.0311805 | Time: 1599.3 ms [2021-11-20 15:19:31 main:574] : INFO : Epoch 1911 | loss: 0.0311601 | val_loss: 0.031185 | Time: 1600.8 ms [2021-11-20 15:19:33 main:574] : INFO : Epoch 1912 | loss: 0.0311608 | val_loss: 0.03118 | Time: 1617.82 ms [2021-11-20 15:19:35 main:574] : INFO : Epoch 1913 | loss: 0.0311603 | val_loss: 0.0311851 | Time: 1615.91 ms [2021-11-20 15:19:36 main:574] : INFO : Epoch 1914 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1604.63 ms [2021-11-20 15:19:38 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311867 | Time: 1557.41 ms [2021-11-20 15:19:40 main:574] : INFO : Epoch 1916 | loss: 0.0311801 | val_loss: 0.0311788 | Time: 1549.96 ms [2021-11-20 15:19:41 main:574] : INFO : Epoch 1917 | loss: 0.0311754 | val_loss: 0.031179 | Time: 1560.51 ms [2021-11-20 15:19:43 main:574] : INFO : Epoch 1918 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 1548.54 ms [2021-11-20 15:19:44 main:574] : INFO : Epoch 1919 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 1557.13 ms [2021-11-20 15:19:46 main:574] : INFO : Epoch 1920 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1550.16 ms [2021-11-20 15:19:48 main:574] : INFO : Epoch 1921 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 1545.38 ms [2021-11-20 15:19:49 main:574] : INFO : Epoch 1922 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 1573.75 ms [2021-11-20 15:19:51 main:574] : INFO : Epoch 1923 | loss: 0.031168 | val_loss: 0.0311761 | Time: 1620.63 ms [2021-11-20 15:19:53 main:574] : INFO : Epoch 1924 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 1695.68 ms [2021-11-20 15:19:54 main:574] : INFO : Epoch 1925 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 1589.29 ms [2021-11-20 15:19:56 main:574] : INFO : Epoch 1926 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1569.47 ms [2021-11-20 15:19:58 main:574] : INFO : Epoch 1927 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 1556.5 ms [2021-11-20 15:19:59 main:574] : INFO : Epoch 1928 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 1576.79 ms [2021-11-20 15:20:01 main:574] : INFO : Epoch 1929 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1570.63 ms [2021-11-20 15:20:02 main:574] : INFO : Epoch 1930 | loss: 0.0311689 | val_loss: 0.0311759 | Time: 1545.84 ms [2021-11-20 15:20:04 main:574] : INFO : Epoch 1931 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 1537.59 ms [2021-11-20 15:20:06 main:574] : INFO : Epoch 1932 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 1546.15 ms [2021-11-20 15:20:07 main:574] : INFO : Epoch 1933 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 1544.3 ms [2021-11-20 15:20:09 main:574] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 1557.86 ms [2021-11-20 15:20:10 main:574] : INFO : Epoch 1935 | loss: 0.0311657 | val_loss: 0.0311797 | Time: 1584.31 ms [2021-11-20 15:20:12 main:574] : INFO : Epoch 1936 | loss: 0.0311668 | val_loss: 0.0311802 | Time: 1551.54 ms [2021-11-20 15:20:14 main:574] : INFO : Epoch 1937 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 1543.21 ms [2021-11-20 15:20:15 main:574] : INFO : Epoch 1938 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 1546.99 ms [2021-11-20 15:20:17 main:574] : INFO : Epoch 1939 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 1544.3 ms [2021-11-20 15:20:18 main:574] : INFO : Epoch 1940 | loss: 0.0311619 | val_loss: 0.0311789 | Time: 1574.14 ms [2021-11-20 15:20:20 main:574] : INFO : Epoch 1941 | loss: 0.0311624 | val_loss: 0.0311755 | Time: 1574.7 ms [2021-11-20 15:20:22 main:574] : INFO : Epoch 1942 | loss: 0.0311663 | val_loss: 0.0311971 | Time: 1570.37 ms [2021-11-20 15:20:23 main:574] : INFO : Epoch 1943 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1538.67 ms [2021-11-20 15:20:25 main:574] : INFO : Epoch 1944 | loss: 0.0311635 | val_loss: 0.031177 | Time: 1544.91 ms [2021-11-20 15:20:26 main:574] : INFO : Epoch 1945 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 1544.42 ms [2021-11-20 15:20:28 main:574] : INFO : Epoch 1946 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 1563.61 ms [2021-11-20 15:20:30 main:574] : INFO : Epoch 1947 | loss: 0.031164 | val_loss: 0.0311787 | Time: 1580.79 ms [2021-11-20 15:20:31 main:574] : INFO : Epoch 1948 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 1570.75 ms [2021-11-20 15:20:33 main:574] : INFO : Epoch 1949 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 1553.54 ms [2021-11-20 15:20:34 main:574] : INFO : Epoch 1950 | loss: 0.0311609 | val_loss: 0.0311741 | Time: 1534.06 ms [2021-11-20 15:20:36 main:574] : INFO : Epoch 1951 | loss: 0.031161 | val_loss: 0.0311777 | Time: 1551.42 ms [2021-11-20 15:20:38 main:574] : INFO : Epoch 1952 | loss: 0.031161 | val_loss: 0.0311771 | Time: 1544.6 ms [2021-11-20 15:20:39 main:574] : INFO : Epoch 1953 | loss: 0.0311628 | val_loss: 0.0311811 | Time: 1513.46 ms [2021-11-20 15:20:41 main:574] : INFO : Epoch 1954 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1568.52 ms [2021-11-20 15:20:42 main:574] : INFO : Epoch 1955 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 1557.48 ms [2021-11-20 15:20:44 main:574] : INFO : Epoch 1956 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 1490.61 ms [2021-11-20 15:20:45 main:574] : INFO : Epoch 1957 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 1489.08 ms [2021-11-20 15:20:47 main:574] : INFO : Epoch 1958 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 1492.27 ms [2021-11-20 15:20:49 main:574] : INFO : Epoch 1959 | loss: 0.0311622 | val_loss: 0.0311764 | Time: 1490.07 ms [2021-11-20 15:20:50 main:574] : INFO : Epoch 1960 | loss: 0.0311632 | val_loss: 0.0311854 | Time: 1567.19 ms [2021-11-20 15:20:52 main:574] : INFO : Epoch 1961 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1549.62 ms [2021-11-20 15:20:53 main:574] : INFO : Epoch 1962 | loss: 0.0311651 | val_loss: 0.0311794 | Time: 1514.53 ms [2021-11-20 15:20:55 main:574] : INFO : Epoch 1963 | loss: 0.0311632 | val_loss: 0.0311812 | Time: 1491.01 ms [2021-11-20 15:20:57 main:574] : INFO : Epoch 1964 | loss: 0.0311622 | val_loss: 0.0311776 | Time: 1519.63 ms [2021-11-20 15:20:58 main:574] : INFO : Epoch 1965 | loss: 0.0311606 | val_loss: 0.0311857 | Time: 1563.02 ms [2021-11-20 15:21:00 main:574] : INFO : Epoch 1966 | loss: 0.0311606 | val_loss: 0.031178 | Time: 1549.04 ms [2021-11-20 15:21:01 main:574] : INFO : Epoch 1967 | loss: 0.0311594 | val_loss: 0.0311781 | Time: 1532.49 ms [2021-11-20 15:21:03 main:574] : INFO : Epoch 1968 | loss: 0.0311611 | val_loss: 0.0311799 | Time: 1553.1 ms [2021-11-20 15:21:05 main:574] : INFO : Epoch 1969 | loss: 0.0311647 | val_loss: 0.0311799 | Time: 1596.22 ms [2021-11-20 15:21:06 main:574] : INFO : Epoch 1970 | loss: 0.0311618 | val_loss: 0.031177 | Time: 1604.38 ms [2021-11-20 15:21:08 main:574] : INFO : Epoch 1971 | loss: 0.0311617 | val_loss: 0.0311781 | Time: 1603.93 ms [2021-11-20 15:21:09 main:574] : INFO : Epoch 1972 | loss: 0.0311613 | val_loss: 0.0311801 | Time: 1557.38 ms [2021-11-20 15:21:11 main:574] : INFO : Epoch 1973 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 1543.77 ms [2021-11-20 15:21:13 main:574] : INFO : Epoch 1974 | loss: 0.03116 | val_loss: 0.0311757 | Time: 1539.57 ms [2021-11-20 15:21:14 main:574] : INFO : Epoch 1975 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 1534.42 ms [2021-11-20 15:21:16 main:574] : INFO : Epoch 1976 | loss: 0.0311655 | val_loss: 0.0311796 | Time: 1545.15 ms [2021-11-20 15:21:17 main:574] : INFO : Epoch 1977 | loss: 0.0311678 | val_loss: 0.031176 | Time: 1538.87 ms [2021-11-20 15:21:19 main:574] : INFO : Epoch 1978 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 1539.37 ms [2021-11-20 15:21:21 main:574] : INFO : Epoch 1979 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 1539.92 ms [2021-11-20 15:21:22 main:574] : INFO : Epoch 1980 | loss: 0.0311618 | val_loss: 0.0311799 | Time: 1537.43 ms [2021-11-20 15:21:24 main:574] : INFO : Epoch 1981 | loss: 0.0311638 | val_loss: 0.0311763 | Time: 1540.31 ms [2021-11-20 15:21:25 main:574] : INFO : Epoch 1982 | loss: 0.0311613 | val_loss: 0.03118 | Time: 1542.43 ms [2021-11-20 15:21:27 main:574] : INFO : Epoch 1983 | loss: 0.0311642 | val_loss: 0.0311788 | Time: 1540.46 ms [2021-11-20 15:21:29 main:574] : INFO : Epoch 1984 | loss: 0.0311616 | val_loss: 0.0311749 | Time: 1566.78 ms [2021-11-20 15:21:30 main:574] : INFO : Epoch 1985 | loss: 0.0311597 | val_loss: 0.0311752 | Time: 1566.34 ms [2021-11-20 15:21:32 main:574] : INFO : Epoch 1986 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1681.66 ms [2021-11-20 15:21:33 main:574] : INFO : Epoch 1987 | loss: 0.0311597 | val_loss: 0.0311787 | Time: 1527.38 ms [2021-11-20 15:21:35 main:574] : INFO : Epoch 1988 | loss: 0.0311618 | val_loss: 0.0311782 | Time: 1508.09 ms [2021-11-20 15:21:37 main:574] : INFO : Epoch 1989 | loss: 0.0311593 | val_loss: 0.0311773 | Time: 1495.89 ms [2021-11-20 15:21:38 main:574] : INFO : Epoch 1990 | loss: 0.0311589 | val_loss: 0.0311768 | Time: 1510.93 ms [2021-11-20 15:21:40 main:574] : INFO : Epoch 1991 | loss: 0.0311595 | val_loss: 0.0311786 | Time: 1504.18 ms [2021-11-20 15:21:41 main:574] : INFO : Epoch 1992 | loss: 0.0311592 | val_loss: 0.0311777 | Time: 1491.5 ms [2021-11-20 15:21:43 main:574] : INFO : Epoch 1993 | loss: 0.0311605 | val_loss: 0.0311771 | Time: 1506.52 ms [2021-11-20 15:21:44 main:574] : INFO : Epoch 1994 | loss: 0.03116 | val_loss: 0.0311756 | Time: 1502.98 ms [2021-11-20 15:21:46 main:574] : INFO : Epoch 1995 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 1522.75 ms [2021-11-20 15:21:47 main:574] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.0311748 | Time: 1521.48 ms [2021-11-20 15:21:49 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311763 | Time: 1511.36 ms [2021-11-20 15:21:51 main:574] : INFO : Epoch 1998 | loss: 0.0311587 | val_loss: 0.0311779 | Time: 1516 ms [2021-11-20 15:21:52 main:574] : INFO : Epoch 1999 | loss: 0.0311632 | val_loss: 0.0311802 | Time: 1524.99 ms [2021-11-20 15:21:54 main:574] : INFO : Epoch 2000 | loss: 0.0311594 | val_loss: 0.0311788 | Time: 1577.28 ms [2021-11-20 15:21:55 main:574] : INFO : Epoch 2001 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 1574.88 ms [2021-11-20 15:21:57 main:574] : INFO : Epoch 2002 | loss: 0.0311933 | val_loss: 0.0335323 | Time: 1573.62 ms [2021-11-20 15:21:59 main:574] : INFO : Epoch 2003 | loss: 0.0353706 | val_loss: 0.0336479 | Time: 1568.32 ms [2021-11-20 15:22:00 main:574] : INFO : Epoch 2004 | loss: 0.0317766 | val_loss: 0.0314757 | Time: 1523.23 ms [2021-11-20 15:22:02 main:574] : INFO : Epoch 2005 | loss: 0.0313292 | val_loss: 0.0312763 | Time: 1526.48 ms [2021-11-20 15:22:03 main:574] : INFO : Epoch 2006 | loss: 0.0312643 | val_loss: 0.031255 | Time: 1500.5 ms [2021-11-20 15:22:05 main:574] : INFO : Epoch 2007 | loss: 0.0312501 | val_loss: 0.031248 | Time: 1511.89 ms [2021-11-20 15:22:06 main:574] : INFO : Epoch 2008 | loss: 0.0312455 | val_loss: 0.0312429 | Time: 1535.1 ms [2021-11-20 15:22:08 main:574] : INFO : Epoch 2009 | loss: 0.0312406 | val_loss: 0.0312376 | Time: 1525.78 ms [2021-11-20 15:22:10 main:574] : INFO : Epoch 2010 | loss: 0.0312338 | val_loss: 0.0312301 | Time: 1507.03 ms [2021-11-20 15:22:11 main:574] : INFO : Epoch 2011 | loss: 0.0312257 | val_loss: 0.0312218 | Time: 1490.09 ms [2021-11-20 15:22:13 main:574] : INFO : Epoch 2012 | loss: 0.0312171 | val_loss: 0.0312118 | Time: 1496 ms [2021-11-20 15:22:14 main:574] : INFO : Epoch 2013 | loss: 0.0312091 | val_loss: 0.0312016 | Time: 1514.16 ms [2021-11-20 15:22:16 main:574] : INFO : Epoch 2014 | loss: 0.031199 | val_loss: 0.0311928 | Time: 1512.01 ms [2021-11-20 15:22:17 main:574] : INFO : Epoch 2015 | loss: 0.0311928 | val_loss: 0.0311885 | Time: 1505.05 ms [2021-11-20 15:22:19 main:574] : INFO : Epoch 2016 | loss: 0.0311898 | val_loss: 0.0311851 | Time: 1489.32 ms [2021-11-20 15:22:20 main:574] : INFO : Epoch 2017 | loss: 0.0311896 | val_loss: 0.0311854 | Time: 1507.26 ms [2021-11-20 15:22:22 main:574] : INFO : Epoch 2018 | loss: 0.0311867 | val_loss: 0.0311839 | Time: 1497.28 ms [2021-11-20 15:22:24 main:574] : INFO : Epoch 2019 | loss: 0.0311844 | val_loss: 0.0311823 | Time: 1493.43 ms [2021-11-20 15:22:25 main:574] : INFO : Epoch 2020 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 1535.95 ms [2021-11-20 15:22:27 main:574] : INFO : Epoch 2021 | loss: 0.0311871 | val_loss: 0.031188 | Time: 1559.35 ms [2021-11-20 15:22:28 main:574] : INFO : Epoch 2022 | loss: 0.0311834 | val_loss: 0.0311836 | Time: 1584.3 ms [2021-11-20 15:22:30 main:574] : INFO : Epoch 2023 | loss: 0.0311838 | val_loss: 0.0311806 | Time: 1549.72 ms [2021-11-20 15:22:32 main:574] : INFO : Epoch 2024 | loss: 0.0311823 | val_loss: 0.0311835 | Time: 1571.86 ms [2021-11-20 15:22:33 main:574] : INFO : Epoch 2025 | loss: 0.0311828 | val_loss: 0.0311794 | Time: 1531.21 ms [2021-11-20 15:22:35 main:574] : INFO : Epoch 2026 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 1543.97 ms [2021-11-20 15:22:36 main:574] : INFO : Epoch 2027 | loss: 0.0311808 | val_loss: 0.0311778 | Time: 1487.62 ms [2021-11-20 15:22:38 main:574] : INFO : Epoch 2028 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 1493.76 ms [2021-11-20 15:22:39 main:574] : INFO : Epoch 2029 | loss: 0.0311804 | val_loss: 0.0311775 | Time: 1486.7 ms [2021-11-20 15:22:41 main:574] : INFO : Epoch 2030 | loss: 0.0311798 | val_loss: 0.0311768 | Time: 1498.9 ms [2021-11-20 15:22:42 main:574] : INFO : Epoch 2031 | loss: 0.0311789 | val_loss: 0.0311762 | Time: 1486.58 ms [2021-11-20 15:22:44 main:574] : INFO : Epoch 2032 | loss: 0.0311794 | val_loss: 0.0311758 | Time: 1493.97 ms [2021-11-20 15:22:46 main:574] : INFO : Epoch 2033 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 1511.87 ms [2021-11-20 15:22:47 main:574] : INFO : Epoch 2034 | loss: 0.0311793 | val_loss: 0.0311755 | Time: 1495.03 ms [2021-11-20 15:22:49 main:574] : INFO : Epoch 2035 | loss: 0.0311779 | val_loss: 0.0311755 | Time: 1486.99 ms [2021-11-20 15:22:50 main:574] : INFO : Epoch 2036 | loss: 0.0311776 | val_loss: 0.0311755 | Time: 1488.03 ms [2021-11-20 15:22:52 main:574] : INFO : Epoch 2037 | loss: 0.0311779 | val_loss: 0.0311765 | Time: 1485.46 ms [2021-11-20 15:22:53 main:574] : INFO : Epoch 2038 | loss: 0.0311778 | val_loss: 0.031175 | Time: 1483.32 ms [2021-11-20 15:22:55 main:574] : INFO : Epoch 2039 | loss: 0.0311791 | val_loss: 0.0311762 | Time: 1481.71 ms [2021-11-20 15:22:56 main:574] : INFO : Epoch 2040 | loss: 0.0311775 | val_loss: 0.0311749 | Time: 1488.92 ms [2021-11-20 15:22:58 main:574] : INFO : Epoch 2041 | loss: 0.031179 | val_loss: 0.0311759 | Time: 1526.07 ms [2021-11-20 15:23:00 main:574] : INFO : Epoch 2042 | loss: 0.0311798 | val_loss: 0.0311748 | Time: 1494.13 ms [2021-11-20 15:23:01 main:574] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.031177 | Time: 1511.37 ms [2021-11-20 15:23:03 main:574] : INFO : Epoch 2044 | loss: 0.0311782 | val_loss: 0.0311755 | Time: 1514.77 ms [2021-11-20 15:23:04 main:574] : INFO : Epoch 2045 | loss: 0.0311784 | val_loss: 0.0311783 | Time: 1536.18 ms [2021-11-20 15:23:06 main:574] : INFO : Epoch 2046 | loss: 0.0311784 | val_loss: 0.0311745 | Time: 1559.62 ms [2021-11-20 15:23:07 main:574] : INFO : Epoch 2047 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 1531.92 ms [2021-11-20 15:23:09 main:574] : INFO : Epoch 2048 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1513.14 ms [2021-11-20 15:23:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311792 [2021-11-20 15:23:09 main:603] : INFO : Saving end state to config to file [2021-11-20 15:23:09 main:608] : INFO : Success, exiting.. 15:23:09 (26456): 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)