Task 10209298
| Name | ParityModified-1638636638-25531-3-0_0 |
| Workunit | 7573368 |
| Created | 26 Dec 2021, 14:59:29 UTC |
| Sent | 11 Jan 2022, 16:51:17 UTC |
| Report deadline | 19 Jan 2022, 16:51:17 UTC |
| Received | 12 Jan 2022, 7:51:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 33 sec |
| CPU time | 1 hours 39 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.51 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311746 | val_loss: 0.0311859 | Time: 1507.22 ms [2022-01-12 01:38:14 main:574] : INFO : Epoch 1543 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 1588.62 ms [2022-01-12 01:38:15 main:574] : INFO : Epoch 1544 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 1570.79 ms [2022-01-12 01:38:17 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0312018 | Time: 1576.96 ms [2022-01-12 01:38:18 main:574] : INFO : Epoch 1546 | loss: 0.0311821 | val_loss: 0.0311863 | Time: 1538.34 ms [2022-01-12 01:38:20 main:574] : INFO : Epoch 1547 | loss: 0.0311825 | val_loss: 0.0311909 | Time: 1514.79 ms [2022-01-12 01:38:21 main:574] : INFO : Epoch 1548 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 1479.93 ms [2022-01-12 01:38:23 main:574] : INFO : Epoch 1549 | loss: 0.0311832 | val_loss: 0.0311863 | Time: 1536.44 ms [2022-01-12 01:38:25 main:574] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 1542.37 ms [2022-01-12 01:38:26 main:574] : INFO : Epoch 1551 | loss: 0.0311779 | val_loss: 0.0311954 | Time: 1533.51 ms [2022-01-12 01:38:28 main:574] : INFO : Epoch 1552 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 1566.39 ms [2022-01-12 01:38:29 main:574] : INFO : Epoch 1553 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 1563.79 ms [2022-01-12 01:38:31 main:574] : INFO : Epoch 1554 | loss: 0.0311755 | val_loss: 0.0311897 | Time: 1608.65 ms [2022-01-12 01:38:32 main:574] : INFO : Epoch 1555 | loss: 0.0311777 | val_loss: 0.0311917 | Time: 1634.36 ms [2022-01-12 01:38:34 main:574] : INFO : Epoch 1556 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 1627.01 ms [2022-01-12 01:38:36 main:574] : INFO : Epoch 1557 | loss: 0.0311745 | val_loss: 0.0311849 | Time: 1584.65 ms [2022-01-12 01:38:37 main:574] : INFO : Epoch 1558 | loss: 0.0311778 | val_loss: 0.0311966 | Time: 1498.93 ms [2022-01-12 01:38:39 main:574] : INFO : Epoch 1559 | loss: 0.0311778 | val_loss: 0.031187 | Time: 1566.27 ms [2022-01-12 01:38:40 main:574] : INFO : Epoch 1560 | loss: 0.0311761 | val_loss: 0.031184 | Time: 1562.95 ms [2022-01-12 01:38:42 main:574] : INFO : Epoch 1561 | loss: 0.0311774 | val_loss: 0.0311869 | Time: 1515.28 ms [2022-01-12 01:38:43 main:574] : INFO : Epoch 1562 | loss: 0.031178 | val_loss: 0.0311853 | Time: 1534.17 ms [2022-01-12 01:38:45 main:574] : INFO : Epoch 1563 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 1579.45 ms [2022-01-12 01:38:46 main:574] : INFO : Epoch 1564 | loss: 0.0311814 | val_loss: 0.0312003 | Time: 1525.3 ms [2022-01-12 01:38:48 main:574] : INFO : Epoch 1565 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1605.83 ms [2022-01-12 01:38:50 main:574] : INFO : Epoch 1566 | loss: 0.031179 | val_loss: 0.0311831 | Time: 1604.86 ms [2022-01-12 01:38:51 main:574] : INFO : Epoch 1567 | loss: 0.0311771 | val_loss: 0.0311835 | Time: 1569.43 ms [2022-01-12 01:38:53 main:574] : INFO : Epoch 1568 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 1510.48 ms [2022-01-12 01:38:54 main:574] : INFO : Epoch 1569 | loss: 0.0311874 | val_loss: 0.0311992 | Time: 1541.07 ms [2022-01-12 01:38:56 main:574] : INFO : Epoch 1570 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 1554.19 ms [2022-01-12 01:38:57 main:574] : INFO : Epoch 1571 | loss: 0.0311831 | val_loss: 0.0311896 | Time: 1526.43 ms [2022-01-12 01:38:59 main:574] : INFO : Epoch 1572 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 1542.8 ms [2022-01-12 01:39:01 main:574] : INFO : Epoch 1573 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 1573.01 ms [2022-01-12 01:39:02 main:574] : INFO : Epoch 1574 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 1577.81 ms [2022-01-12 01:39:04 main:574] : INFO : Epoch 1575 | loss: 0.0311772 | val_loss: 0.0311832 | Time: 1548.24 ms [2022-01-12 01:39:05 main:574] : INFO : Epoch 1576 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 1545.19 ms [2022-01-12 01:39:07 main:574] : INFO : Epoch 1577 | loss: 0.0311766 | val_loss: 0.0311995 | Time: 1552.14 ms [2022-01-12 01:39:08 main:574] : INFO : Epoch 1578 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1587.08 ms [2022-01-12 01:39:10 main:574] : INFO : Epoch 1579 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 1577.42 ms [2022-01-12 01:39:12 main:574] : INFO : Epoch 1580 | loss: 0.0311773 | val_loss: 0.0311829 | Time: 1586.81 ms [2022-01-12 01:39:13 main:574] : INFO : Epoch 1581 | loss: 0.0311759 | val_loss: 0.0311828 | Time: 1563.25 ms [2022-01-12 01:39:15 main:574] : INFO : Epoch 1582 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 1553.5 ms [2022-01-12 01:39:16 main:574] : INFO : Epoch 1583 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1528.33 ms [2022-01-12 01:39:18 main:574] : INFO : Epoch 1584 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 1518.86 ms [2022-01-12 01:39:19 main:574] : INFO : Epoch 1585 | loss: 0.031177 | val_loss: 0.0311807 | Time: 1546.97 ms [2022-01-12 01:39:21 main:574] : INFO : Epoch 1586 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 1597.39 ms [2022-01-12 01:39:22 main:574] : INFO : Epoch 1587 | loss: 0.0311784 | val_loss: 0.0311888 | Time: 1516.56 ms [2022-01-12 01:39:24 main:574] : INFO : Epoch 1588 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 1495.7 ms [2022-01-12 01:39:25 main:574] : INFO : Epoch 1589 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 1559.45 ms [2022-01-12 01:39:27 main:574] : INFO : Epoch 1590 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 1519.9 ms [2022-01-12 01:39:29 main:574] : INFO : Epoch 1591 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 1570.41 ms [2022-01-12 01:39:30 main:574] : INFO : Epoch 1592 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 1593.49 ms [2022-01-12 01:39:32 main:574] : INFO : Epoch 1593 | loss: 0.0311745 | val_loss: 0.0311872 | Time: 1569.79 ms [2022-01-12 01:39:33 main:574] : INFO : Epoch 1594 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 1613.5 ms [2022-01-12 01:39:35 main:574] : INFO : Epoch 1595 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 1619.68 ms [2022-01-12 01:39:37 main:574] : INFO : Epoch 1596 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 1600.93 ms [2022-01-12 01:39:38 main:574] : INFO : Epoch 1597 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1542.6 ms [2022-01-12 01:39:40 main:574] : INFO : Epoch 1598 | loss: 0.0311793 | val_loss: 0.0311807 | Time: 1558.13 ms [2022-01-12 01:39:41 main:574] : INFO : Epoch 1599 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1566.16 ms [2022-01-12 01:39:43 main:574] : INFO : Epoch 1600 | loss: 0.031174 | val_loss: 0.0311806 | Time: 1573.53 ms [2022-01-12 01:39:44 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 1546.18 ms [2022-01-12 01:39:46 main:574] : INFO : Epoch 1602 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 1564.53 ms [2022-01-12 01:39:47 main:574] : INFO : Epoch 1603 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 1586.72 ms [2022-01-12 01:39:49 main:574] : INFO : Epoch 1604 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 1563.42 ms [2022-01-12 01:39:51 main:574] : INFO : Epoch 1605 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 1607.18 ms [2022-01-12 01:39:52 main:574] : INFO : Epoch 1606 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1636.07 ms [2022-01-12 01:39:54 main:574] : INFO : Epoch 1607 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 1582.4 ms [2022-01-12 01:39:55 main:574] : INFO : Epoch 1608 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 1528.81 ms [2022-01-12 01:39:57 main:574] : INFO : Epoch 1609 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1541.79 ms [2022-01-12 01:39:59 main:574] : INFO : Epoch 1610 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 1610.6 ms [2022-01-12 01:40:00 main:574] : INFO : Epoch 1611 | loss: 0.031178 | val_loss: 0.0311851 | Time: 1568.08 ms [2022-01-12 01:40:02 main:574] : INFO : Epoch 1612 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 1587.19 ms [2022-01-12 01:40:03 main:574] : INFO : Epoch 1613 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 1564.37 ms [2022-01-12 01:40:05 main:574] : INFO : Epoch 1614 | loss: 0.0311757 | val_loss: 0.0311882 | Time: 1617.36 ms [2022-01-12 01:40:06 main:574] : INFO : Epoch 1615 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1540.23 ms [2022-01-12 01:40:08 main:574] : INFO : Epoch 1616 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1567.84 ms [2022-01-12 01:40:10 main:574] : INFO : Epoch 1617 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 1568.41 ms [2022-01-12 01:40:11 main:574] : INFO : Epoch 1618 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 1557.48 ms [2022-01-12 01:40:13 main:574] : INFO : Epoch 1619 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 1607.22 ms [2022-01-12 01:40:14 main:574] : INFO : Epoch 1620 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 1557.33 ms [2022-01-12 01:40:16 main:574] : INFO : Epoch 1621 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 1587.83 ms [2022-01-12 01:40:17 main:574] : INFO : Epoch 1622 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 1558.55 ms [2022-01-12 01:40:19 main:574] : INFO : Epoch 1623 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 1623.07 ms [2022-01-12 01:40:21 main:574] : INFO : Epoch 1624 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 1570.95 ms [2022-01-12 01:40:22 main:574] : INFO : Epoch 1625 | loss: 0.0311849 | val_loss: 0.0311821 | Time: 1517.52 ms [2022-01-12 01:40:24 main:574] : INFO : Epoch 1626 | loss: 0.0311889 | val_loss: 0.0311872 | Time: 1519.48 ms [2022-01-12 01:40:25 main:574] : INFO : Epoch 1627 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 1580.18 ms [2022-01-12 01:40:27 main:574] : INFO : Epoch 1628 | loss: 0.0311741 | val_loss: 0.03118 | Time: 1594.37 ms [2022-01-12 01:40:28 main:574] : INFO : Epoch 1629 | loss: 0.0311764 | val_loss: 0.0311886 | Time: 1587.49 ms [2022-01-12 01:40:30 main:574] : INFO : Epoch 1630 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 1591.64 ms [2022-01-12 01:40:32 main:574] : INFO : Epoch 1631 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 1573.49 ms [2022-01-12 01:40:33 main:574] : INFO : Epoch 1632 | loss: 0.031174 | val_loss: 0.0311781 | Time: 1566.22 ms [2022-01-12 01:40:35 main:574] : INFO : Epoch 1633 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1617.03 ms [2022-01-12 01:40:36 main:574] : INFO : Epoch 1634 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 1562.84 ms [2022-01-12 01:40:38 main:574] : INFO : Epoch 1635 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1566.74 ms [2022-01-12 01:40:40 main:574] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 1563.6 ms [2022-01-12 01:40:41 main:574] : INFO : Epoch 1637 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 1575.86 ms [2022-01-12 01:40:43 main:574] : INFO : Epoch 1638 | loss: 0.031177 | val_loss: 0.0311847 | Time: 1570.05 ms [2022-01-12 01:40:44 main:574] : INFO : Epoch 1639 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 1588.29 ms [2022-01-12 01:40:46 main:574] : INFO : Epoch 1640 | loss: 0.0311827 | val_loss: 0.031186 | Time: 1574.92 ms [2022-01-12 01:40:47 main:574] : INFO : Epoch 1641 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 1534 ms [2022-01-12 01:40:49 main:574] : INFO : Epoch 1642 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 1565.89 ms [2022-01-12 01:40:51 main:574] : INFO : Epoch 1643 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 1548.01 ms [2022-01-12 01:40:52 main:574] : INFO : Epoch 1644 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 1554.37 ms [2022-01-12 01:40:54 main:574] : INFO : Epoch 1645 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 1533.56 ms [2022-01-12 01:40:55 main:574] : INFO : Epoch 1646 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 1576.66 ms [2022-01-12 01:40:57 main:574] : INFO : Epoch 1647 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 1550.56 ms [2022-01-12 01:40:58 main:574] : INFO : Epoch 1648 | loss: 0.0311778 | val_loss: 0.031178 | Time: 1546.78 ms [2022-01-12 01:41:00 main:574] : INFO : Epoch 1649 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 1585.98 ms [2022-01-12 01:41:01 main:574] : INFO : Epoch 1650 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 1546.94 ms [2022-01-12 01:41:03 main:574] : INFO : Epoch 1651 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 1571.87 ms [2022-01-12 01:41:05 main:574] : INFO : Epoch 1652 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 1599.44 ms [2022-01-12 01:41:06 main:574] : INFO : Epoch 1653 | loss: 0.031174 | val_loss: 0.0311771 | Time: 1567.52 ms [2022-01-12 01:41:08 main:574] : INFO : Epoch 1654 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 1619.46 ms [2022-01-12 01:41:09 main:574] : INFO : Epoch 1655 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1608.38 ms [2022-01-12 01:41:11 main:574] : INFO : Epoch 1656 | loss: 0.031175 | val_loss: 0.0311789 | Time: 1612.57 ms [2022-01-12 01:41:13 main:574] : INFO : Epoch 1657 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 1580.16 ms [2022-01-12 01:41:14 main:574] : INFO : Epoch 1658 | loss: 0.031173 | val_loss: 0.0311793 | Time: 1574.78 ms [2022-01-12 01:41:16 main:574] : INFO : Epoch 1659 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1602.9 ms [2022-01-12 01:41:17 main:574] : INFO : Epoch 1660 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1575.2 ms [2022-01-12 01:41:19 main:574] : INFO : Epoch 1661 | loss: 0.0311778 | val_loss: 0.031186 | Time: 1576.44 ms [2022-01-12 01:41:21 main:574] : INFO : Epoch 1662 | loss: 0.0311823 | val_loss: 0.0311848 | Time: 1586.82 ms [2022-01-12 01:41:22 main:574] : INFO : Epoch 1663 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 1514.98 ms [2022-01-12 01:41:24 main:574] : INFO : Epoch 1664 | loss: 0.0311763 | val_loss: 0.03118 | Time: 1514.19 ms [2022-01-12 01:41:25 main:574] : INFO : Epoch 1665 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 1566.5 ms [2022-01-12 01:41:27 main:574] : INFO : Epoch 1666 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1560.44 ms [2022-01-12 01:41:28 main:574] : INFO : Epoch 1667 | loss: 0.0311718 | val_loss: 0.031178 | Time: 1539.93 ms [2022-01-12 01:41:30 main:574] : INFO : Epoch 1668 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 1556.57 ms [2022-01-12 01:41:31 main:574] : INFO : Epoch 1669 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 1579.19 ms [2022-01-12 01:41:33 main:574] : INFO : Epoch 1670 | loss: 0.0311768 | val_loss: 0.0311829 | Time: 1664.94 ms [2022-01-12 01:41:35 main:574] : INFO : Epoch 1671 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 1592.34 ms [2022-01-12 01:41:36 main:574] : INFO : Epoch 1672 | loss: 0.0311731 | val_loss: 0.0311832 | Time: 1597.24 ms [2022-01-12 01:41:38 main:574] : INFO : Epoch 1673 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1558.32 ms [2022-01-12 01:41:39 main:574] : INFO : Epoch 1674 | loss: 0.0311733 | val_loss: 0.031182 | Time: 1568.61 ms [2022-01-12 01:41:41 main:574] : INFO : Epoch 1675 | loss: 0.0311735 | val_loss: 0.031179 | Time: 1558.32 ms [2022-01-12 01:41:42 main:574] : INFO : Epoch 1676 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 1537.28 ms [2022-01-12 01:41:44 main:574] : INFO : Epoch 1677 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 1588.8 ms [2022-01-12 01:41:46 main:574] : INFO : Epoch 1678 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 1580.45 ms [2022-01-12 01:41:47 main:574] : INFO : Epoch 1679 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 1518.3 ms [2022-01-12 01:41:49 main:574] : INFO : Epoch 1680 | loss: 0.0311719 | val_loss: 0.0311825 | Time: 1597.85 ms [2022-01-12 01:41:50 main:574] : INFO : Epoch 1681 | loss: 0.0311723 | val_loss: 0.0311813 | Time: 1582.9 ms [2022-01-12 01:41:52 main:574] : INFO : Epoch 1682 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 1570.07 ms [2022-01-12 01:41:53 main:574] : INFO : Epoch 1683 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 1551.14 ms [2022-01-12 01:41:55 main:574] : INFO : Epoch 1684 | loss: 0.0311751 | val_loss: 0.03118 | Time: 1573.76 ms [2022-01-12 01:41:57 main:574] : INFO : Epoch 1685 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 1552.01 ms [2022-01-12 01:41:58 main:574] : INFO : Epoch 1686 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 1593.41 ms [2022-01-12 01:42:00 main:574] : INFO : Epoch 1687 | loss: 0.031173 | val_loss: 0.0311802 | Time: 1534.76 ms [2022-01-12 01:42:01 main:574] : INFO : Epoch 1688 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1560.7 ms [2022-01-12 01:42:03 main:574] : INFO : Epoch 1689 | loss: 0.0311826 | val_loss: 0.0311918 | Time: 1539.12 ms [2022-01-12 01:42:04 main:574] : INFO : Epoch 1690 | loss: 0.0311774 | val_loss: 0.0311829 | Time: 1550.83 ms [2022-01-12 01:42:06 main:574] : INFO : Epoch 1691 | loss: 0.0311749 | val_loss: 0.0311896 | Time: 1600.82 ms [2022-01-12 01:42:08 main:574] : INFO : Epoch 1692 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 1575.29 ms [2022-01-12 01:42:09 main:574] : INFO : Epoch 1693 | loss: 0.0311763 | val_loss: 0.0311877 | Time: 1566.73 ms [2022-01-12 01:42:11 main:574] : INFO : Epoch 1694 | loss: 0.0311733 | val_loss: 0.03118 | Time: 1575.49 ms [2022-01-12 01:42:12 main:574] : INFO : Epoch 1695 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 1545.73 ms [2022-01-12 01:42:14 main:574] : INFO : Epoch 1696 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 1550.21 ms [2022-01-12 01:42:15 main:574] : INFO : Epoch 1697 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1540.61 ms [2022-01-12 01:42:17 main:574] : INFO : Epoch 1698 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 1560.59 ms [2022-01-12 01:42:19 main:574] : INFO : Epoch 1699 | loss: 0.0311692 | val_loss: 0.0311782 | Time: 1598.93 ms [2022-01-12 01:42:20 main:574] : INFO : Epoch 1700 | loss: 0.0311706 | val_loss: 0.0311841 | Time: 1516.99 ms [2022-01-12 01:42:22 main:574] : INFO : Epoch 1701 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1543.04 ms [2022-01-12 01:42:23 main:574] : INFO : Epoch 1702 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 1587.15 ms [2022-01-12 01:42:25 main:574] : INFO : Epoch 1703 | loss: 0.0311715 | val_loss: 0.031181 | Time: 1571.81 ms [2022-01-12 01:42:26 main:574] : INFO : Epoch 1704 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 1535.89 ms [2022-01-12 01:42:28 main:574] : INFO : Epoch 1705 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1564.59 ms [2022-01-12 01:42:29 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311789 | Time: 1528.31 ms [2022-01-12 01:42:31 main:574] : INFO : Epoch 1707 | loss: 0.0311692 | val_loss: 0.031182 | Time: 1553.99 ms [2022-01-12 01:42:33 main:574] : INFO : Epoch 1708 | loss: 0.0311724 | val_loss: 0.0311846 | Time: 1541.37 ms [2022-01-12 01:42:34 main:574] : INFO : Epoch 1709 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 1537.48 ms [2022-01-12 01:42:36 main:574] : INFO : Epoch 1710 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 1551.32 ms [2022-01-12 01:42:37 main:574] : INFO : Epoch 1711 | loss: 0.0311726 | val_loss: 0.0311813 | Time: 1522.39 ms [2022-01-12 01:42:39 main:574] : INFO : Epoch 1712 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 1650.58 ms [2022-01-12 01:42:40 main:574] : INFO : Epoch 1713 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 1600.18 ms [2022-01-12 01:42:42 main:574] : INFO : Epoch 1714 | loss: 0.0311698 | val_loss: 0.0311787 | Time: 1594.45 ms [2022-01-12 01:42:43 main:574] : INFO : Epoch 1715 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 1505.18 ms [2022-01-12 01:42:45 main:574] : INFO : Epoch 1716 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 1526.43 ms [2022-01-12 01:42:47 main:574] : INFO : Epoch 1717 | loss: 0.0311748 | val_loss: 0.031183 | Time: 1607.93 ms [2022-01-12 01:42:48 main:574] : INFO : Epoch 1718 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1565.96 ms [2022-01-12 01:42:50 main:574] : INFO : Epoch 1719 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 1611.12 ms [2022-01-12 01:42:51 main:574] : INFO : Epoch 1720 | loss: 0.0311711 | val_loss: 0.0311815 | Time: 1596.91 ms [2022-01-12 01:42:53 main:574] : INFO : Epoch 1721 | loss: 0.0311712 | val_loss: 0.0311809 | Time: 1592.72 ms [2022-01-12 01:42:55 main:574] : INFO : Epoch 1722 | loss: 0.0311767 | val_loss: 0.031195 | Time: 1619.8 ms [2022-01-12 01:42:56 main:574] : INFO : Epoch 1723 | loss: 0.0311783 | val_loss: 0.03118 | Time: 1531.1 ms [2022-01-12 01:42:58 main:574] : INFO : Epoch 1724 | loss: 0.0311725 | val_loss: 0.0311849 | Time: 1582.01 ms [2022-01-12 01:42:59 main:574] : INFO : Epoch 1725 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 1590.41 ms [2022-01-12 01:43:01 main:574] : INFO : Epoch 1726 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 1583.07 ms [2022-01-12 01:43:02 main:574] : INFO : Epoch 1727 | loss: 0.0311696 | val_loss: 0.031181 | Time: 1556.72 ms [2022-01-12 01:43:04 main:574] : INFO : Epoch 1728 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 1583.06 ms [2022-01-12 01:43:06 main:574] : INFO : Epoch 1729 | loss: 0.0311701 | val_loss: 0.0311812 | Time: 1540.99 ms [2022-01-12 01:43:07 main:574] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311792 | Time: 1607.48 ms [2022-01-12 01:43:09 main:574] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1569.74 ms [2022-01-12 01:43:10 main:574] : INFO : Epoch 1732 | loss: 0.0311684 | val_loss: 0.031183 | Time: 1568.61 ms [2022-01-12 01:43:12 main:574] : INFO : Epoch 1733 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1530.9 ms [2022-01-12 01:43:13 main:574] : INFO : Epoch 1734 | loss: 0.0311682 | val_loss: 0.0311843 | Time: 1550.23 ms [2022-01-12 01:43:15 main:574] : INFO : Epoch 1735 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 1491.8 ms [2022-01-12 01:43:17 main:574] : INFO : Epoch 1736 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 1581.64 ms [2022-01-12 01:43:18 main:574] : INFO : Epoch 1737 | loss: 0.0311693 | val_loss: 0.0311835 | Time: 1539.18 ms [2022-01-12 01:43:20 main:574] : INFO : Epoch 1738 | loss: 0.0311732 | val_loss: 0.0311786 | Time: 1562.48 ms [2022-01-12 01:43:21 main:574] : INFO : Epoch 1739 | loss: 0.0311731 | val_loss: 0.0311871 | Time: 1566.92 ms [2022-01-12 01:43:23 main:574] : INFO : Epoch 1740 | loss: 0.0311907 | val_loss: 0.0311944 | Time: 1531.89 ms [2022-01-12 01:43:24 main:574] : INFO : Epoch 1741 | loss: 0.0311966 | val_loss: 0.031199 | Time: 1554.99 ms [2022-01-12 01:43:26 main:574] : INFO : Epoch 1742 | loss: 0.0311951 | val_loss: 0.0311953 | Time: 1495.75 ms [2022-01-12 01:43:27 main:574] : INFO : Epoch 1743 | loss: 0.0311947 | val_loss: 0.0311926 | Time: 1533 ms [2022-01-12 01:43:29 main:574] : INFO : Epoch 1744 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 1547.21 ms [2022-01-12 01:43:30 main:574] : INFO : Epoch 1745 | loss: 0.031199 | val_loss: 0.0311954 | Time: 1518.88 ms [2022-01-12 01:43:32 main:574] : INFO : Epoch 1746 | loss: 0.0311976 | val_loss: 0.0312011 | Time: 1557.03 ms [2022-01-12 01:43:34 main:574] : INFO : Epoch 1747 | loss: 0.0311944 | val_loss: 0.0311927 | Time: 1547.76 ms [2022-01-12 01:43:35 main:574] : INFO : Epoch 1748 | loss: 0.0311927 | val_loss: 0.0311905 | Time: 1563.2 ms [2022-01-12 01:43:37 main:574] : INFO : Epoch 1749 | loss: 0.0311914 | val_loss: 0.0311897 | Time: 1577.62 ms [2022-01-12 01:43:38 main:574] : INFO : Epoch 1750 | loss: 0.0311892 | val_loss: 0.0311879 | Time: 1576.34 ms [2022-01-12 01:43:40 main:574] : INFO : Epoch 1751 | loss: 0.0311906 | val_loss: 0.0311872 | Time: 1556.05 ms [2022-01-12 01:43:41 main:574] : INFO : Epoch 1752 | loss: 0.0311888 | val_loss: 0.0311857 | Time: 1587.63 ms [2022-01-12 01:43:43 main:574] : INFO : Epoch 1753 | loss: 0.0311887 | val_loss: 0.0311864 | Time: 1587.2 ms [2022-01-12 01:43:45 main:574] : INFO : Epoch 1754 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 1594 ms [2022-01-12 01:43:46 main:574] : INFO : Epoch 1755 | loss: 0.0311878 | val_loss: 0.0311852 | Time: 1514.94 ms [2022-01-12 01:43:48 main:574] : INFO : Epoch 1756 | loss: 0.0311863 | val_loss: 0.0311866 | Time: 1590.92 ms [2022-01-12 01:43:49 main:574] : INFO : Epoch 1757 | loss: 0.031187 | val_loss: 0.0311851 | Time: 1527.18 ms [2022-01-12 01:43:51 main:574] : INFO : Epoch 1758 | loss: 0.0311877 | val_loss: 0.0311847 | Time: 1544.47 ms [2022-01-12 01:43:52 main:574] : INFO : Epoch 1759 | loss: 0.0311877 | val_loss: 0.0311848 | Time: 1563.87 ms [2022-01-12 01:43:54 main:574] : INFO : Epoch 1760 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 1554.57 ms [2022-01-12 01:43:55 main:574] : INFO : Epoch 1761 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1589.26 ms [2022-01-12 01:43:57 main:574] : INFO : Epoch 1762 | loss: 0.0311882 | val_loss: 0.0311845 | Time: 1559.82 ms [2022-01-12 01:43:59 main:574] : INFO : Epoch 1763 | loss: 0.0311896 | val_loss: 0.0311847 | Time: 1630.27 ms [2022-01-12 01:44:00 main:574] : INFO : Epoch 1764 | loss: 0.0311892 | val_loss: 0.0311857 | Time: 1614.29 ms [2022-01-12 01:44:02 main:574] : INFO : Epoch 1765 | loss: 0.0311862 | val_loss: 0.031187 | Time: 1634.56 ms [2022-01-12 01:44:03 main:574] : INFO : Epoch 1766 | loss: 0.0311856 | val_loss: 0.0311874 | Time: 1551.14 ms [2022-01-12 01:44:05 main:574] : INFO : Epoch 1767 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 1521.03 ms [2022-01-12 01:44:07 main:574] : INFO : Epoch 1768 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 1573.67 ms [2022-01-12 01:44:08 main:574] : INFO : Epoch 1769 | loss: 0.0311876 | val_loss: 0.0311845 | Time: 1581.77 ms [2022-01-12 01:44:10 main:574] : INFO : Epoch 1770 | loss: 0.031186 | val_loss: 0.0311859 | Time: 1584.29 ms [2022-01-12 01:44:11 main:574] : INFO : Epoch 1771 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 1592.99 ms [2022-01-12 01:44:13 main:574] : INFO : Epoch 1772 | loss: 0.0311882 | val_loss: 0.0311869 | Time: 1656.01 ms [2022-01-12 01:44:15 main:574] : INFO : Epoch 1773 | loss: 0.0311856 | val_loss: 0.031189 | Time: 1583.47 ms [2022-01-12 01:44:16 main:574] : INFO : Epoch 1774 | loss: 0.0311869 | val_loss: 0.0311837 | Time: 1537.8 ms [2022-01-12 01:44:18 main:574] : INFO : Epoch 1775 | loss: 0.0311864 | val_loss: 0.0311846 | Time: 1575.1 ms [2022-01-12 01:44:19 main:574] : INFO : Epoch 1776 | loss: 0.0311852 | val_loss: 0.0311837 | Time: 1609.13 ms [2022-01-12 01:44:21 main:574] : INFO : Epoch 1777 | loss: 0.031184 | val_loss: 0.0311833 | Time: 1588.91 ms [2022-01-12 01:44:22 main:574] : INFO : Epoch 1778 | loss: 0.0311863 | val_loss: 0.0311848 | Time: 1576.29 ms [2022-01-12 01:44:24 main:574] : INFO : Epoch 1779 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 1559.08 ms [2022-01-12 01:44:26 main:574] : INFO : Epoch 1780 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 1529.48 ms [2022-01-12 01:44:27 main:574] : INFO : Epoch 1781 | loss: 0.0311885 | val_loss: 0.0311851 | Time: 1526.93 ms [2022-01-12 01:44:29 main:574] : INFO : Epoch 1782 | loss: 0.0311868 | val_loss: 0.0311859 | Time: 1546.04 ms [2022-01-12 01:44:30 main:574] : INFO : Epoch 1783 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 1555.79 ms [2022-01-12 01:44:32 main:574] : INFO : Epoch 1784 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 1530.12 ms [2022-01-12 01:44:33 main:574] : INFO : Epoch 1785 | loss: 0.0311879 | val_loss: 0.0311839 | Time: 1540.7 ms [2022-01-12 01:44:35 main:574] : INFO : Epoch 1786 | loss: 0.0311847 | val_loss: 0.0311902 | Time: 1528.61 ms [2022-01-12 01:44:36 main:574] : INFO : Epoch 1787 | loss: 0.031186 | val_loss: 0.0311831 | Time: 1532.67 ms [2022-01-12 01:44:38 main:574] : INFO : Epoch 1788 | loss: 0.0311845 | val_loss: 0.0311838 | Time: 1587.73 ms [2022-01-12 01:44:40 main:574] : INFO : Epoch 1789 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 1564 ms [2022-01-12 01:44:41 main:574] : INFO : Epoch 1790 | loss: 0.0311852 | val_loss: 0.0311844 | Time: 1570.83 ms [2022-01-12 01:44:43 main:574] : INFO : Epoch 1791 | loss: 0.0311847 | val_loss: 0.0311846 | Time: 1541.88 ms [2022-01-12 01:44:44 main:574] : INFO : Epoch 1792 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 1522.09 ms [2022-01-12 01:44:46 main:574] : INFO : Epoch 1793 | loss: 0.031187 | val_loss: 0.0311909 | Time: 1601.04 ms [2022-01-12 01:44:47 main:574] : INFO : Epoch 1794 | loss: 0.0311879 | val_loss: 0.031189 | Time: 1584.15 ms [2022-01-12 01:44:49 main:574] : INFO : Epoch 1795 | loss: 0.031187 | val_loss: 0.0311949 | Time: 1563.12 ms [2022-01-12 01:44:50 main:574] : INFO : Epoch 1796 | loss: 0.0311862 | val_loss: 0.0311829 | Time: 1568.77 ms [2022-01-12 01:44:52 main:574] : INFO : Epoch 1797 | loss: 0.0311888 | val_loss: 0.0311862 | Time: 1525.73 ms [2022-01-12 01:44:54 main:574] : INFO : Epoch 1798 | loss: 0.0311856 | val_loss: 0.0311833 | Time: 1648.87 ms [2022-01-12 01:44:55 main:574] : INFO : Epoch 1799 | loss: 0.0311863 | val_loss: 0.0311839 | Time: 1579.13 ms [2022-01-12 01:44:57 main:574] : INFO : Epoch 1800 | loss: 0.0311926 | val_loss: 0.0311924 | Time: 1503.88 ms [2022-01-12 01:44:58 main:574] : INFO : Epoch 1801 | loss: 0.0311954 | val_loss: 0.0312004 | Time: 1570.73 ms [2022-01-12 01:45:00 main:574] : INFO : Epoch 1802 | loss: 0.0311962 | val_loss: 0.0311906 | Time: 1555.98 ms [2022-01-12 01:45:01 main:574] : INFO : Epoch 1803 | loss: 0.0311928 | val_loss: 0.0311891 | Time: 1585.86 ms [2022-01-12 01:45:03 main:574] : INFO : Epoch 1804 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 1589.65 ms [2022-01-12 01:45:05 main:574] : INFO : Epoch 1805 | loss: 0.0311858 | val_loss: 0.0311939 | Time: 1593.88 ms [2022-01-12 01:45:06 main:574] : INFO : Epoch 1806 | loss: 0.0311903 | val_loss: 0.0311846 | Time: 1603.4 ms [2022-01-12 01:45:08 main:574] : INFO : Epoch 1807 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 1599.59 ms [2022-01-12 01:45:09 main:574] : INFO : Epoch 1808 | loss: 0.0311884 | val_loss: 0.0311841 | Time: 1563.64 ms [2022-01-12 01:45:11 main:574] : INFO : Epoch 1809 | loss: 0.0311864 | val_loss: 0.031188 | Time: 1550.71 ms [2022-01-12 01:45:13 main:574] : INFO : Epoch 1810 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 1609 ms [2022-01-12 01:45:14 main:574] : INFO : Epoch 1811 | loss: 0.0311864 | val_loss: 0.0311834 | Time: 1597.14 ms [2022-01-12 01:45:16 main:574] : INFO : Epoch 1812 | loss: 0.0311865 | val_loss: 0.03119 | Time: 1562.63 ms [2022-01-12 01:45:17 main:574] : INFO : Epoch 1813 | loss: 0.0311865 | val_loss: 0.0311835 | Time: 1578.79 ms [2022-01-12 01:45:19 main:574] : INFO : Epoch 1814 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 1544.05 ms [2022-01-12 01:45:20 main:574] : INFO : Epoch 1815 | loss: 0.0311841 | val_loss: 0.0311878 | Time: 1560.51 ms [2022-01-12 01:45:22 main:574] : INFO : Epoch 1816 | loss: 0.0311852 | val_loss: 0.0311835 | Time: 1567.47 ms [2022-01-12 01:45:24 main:574] : INFO : Epoch 1817 | loss: 0.0311891 | val_loss: 0.0311874 | Time: 1569.07 ms [2022-01-12 01:45:25 main:574] : INFO : Epoch 1818 | loss: 0.031191 | val_loss: 0.0311859 | Time: 1579.6 ms [2022-01-12 01:45:27 main:574] : INFO : Epoch 1819 | loss: 0.0311919 | val_loss: 0.0311838 | Time: 1577.5 ms [2022-01-12 01:45:28 main:574] : INFO : Epoch 1820 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 1535.72 ms [2022-01-12 01:45:30 main:574] : INFO : Epoch 1821 | loss: 0.031192 | val_loss: 0.0311867 | Time: 1525.99 ms [2022-01-12 01:45:31 main:574] : INFO : Epoch 1822 | loss: 0.0311937 | val_loss: 0.0311871 | Time: 1544.9 ms [2022-01-12 01:45:33 main:574] : INFO : Epoch 1823 | loss: 0.0311893 | val_loss: 0.0311939 | Time: 1553.06 ms [2022-01-12 01:45:35 main:574] : INFO : Epoch 1824 | loss: 0.0311907 | val_loss: 0.0311911 | Time: 1600.43 ms [2022-01-12 01:45:36 main:574] : INFO : Epoch 1825 | loss: 0.0311888 | val_loss: 0.0311848 | Time: 1547.48 ms [2022-01-12 01:45:38 main:574] : INFO : Epoch 1826 | loss: 0.0311872 | val_loss: 0.0311855 | Time: 1564.22 ms [2022-01-12 01:45:39 main:574] : INFO : Epoch 1827 | loss: 0.0311885 | val_loss: 0.0311889 | Time: 1586.53 ms [2022-01-12 01:45:41 main:574] : INFO : Epoch 1828 | loss: 0.0311865 | val_loss: 0.0311853 | Time: 1608.36 ms [2022-01-12 01:45:43 main:574] : INFO : Epoch 1829 | loss: 0.0311878 | val_loss: 0.0311887 | Time: 1668.53 ms [2022-01-12 01:45:44 main:574] : INFO : Epoch 1830 | loss: 0.0311888 | val_loss: 0.0311866 | Time: 1588.37 ms [2022-01-12 01:45:46 main:574] : INFO : Epoch 1831 | loss: 0.0311888 | val_loss: 0.0311871 | Time: 1607.38 ms [2022-01-12 01:45:47 main:574] : INFO : Epoch 1832 | loss: 0.0311866 | val_loss: 0.0311867 | Time: 1560.26 ms [2022-01-12 01:45:49 main:574] : INFO : Epoch 1833 | loss: 0.0311867 | val_loss: 0.0311866 | Time: 1564.24 ms [2022-01-12 01:45:50 main:574] : INFO : Epoch 1834 | loss: 0.0311863 | val_loss: 0.0311967 | Time: 1532.27 ms [2022-01-12 01:45:52 main:574] : INFO : Epoch 1835 | loss: 0.0311869 | val_loss: 0.0311962 | Time: 1500.02 ms [2022-01-12 01:45:53 main:574] : INFO : Epoch 1836 | loss: 0.0311886 | val_loss: 0.0311862 | Time: 1573.45 ms [2022-01-12 01:45:55 main:574] : INFO : Epoch 1837 | loss: 0.0311883 | val_loss: 0.0311858 | Time: 1583.7 ms [2022-01-12 01:45:57 main:574] : INFO : Epoch 1838 | loss: 0.0311887 | val_loss: 0.0311899 | Time: 1546.7 ms [2022-01-12 01:45:58 main:574] : INFO : Epoch 1839 | loss: 0.031188 | val_loss: 0.031186 | Time: 1515.07 ms [2022-01-12 01:46:00 main:574] : INFO : Epoch 1840 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 1512.99 ms [2022-01-12 01:46:01 main:574] : INFO : Epoch 1841 | loss: 0.031186 | val_loss: 0.0311869 | Time: 1543.68 ms [2022-01-12 01:46:03 main:574] : INFO : Epoch 1842 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 1578.58 ms [2022-01-12 01:46:04 main:574] : INFO : Epoch 1843 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1556.36 ms [2022-01-12 01:46:06 main:574] : INFO : Epoch 1844 | loss: 0.0311855 | val_loss: 0.0311878 | Time: 1527.07 ms [2022-01-12 01:46:07 main:574] : INFO : Epoch 1845 | loss: 0.031189 | val_loss: 0.0311865 | Time: 1519.78 ms [2022-01-12 01:46:09 main:574] : INFO : Epoch 1846 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1595.99 ms [2022-01-12 01:46:11 main:574] : INFO : Epoch 1847 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 1547.78 ms [2022-01-12 01:46:12 main:574] : INFO : Epoch 1848 | loss: 0.0311871 | val_loss: 0.0311886 | Time: 1561.39 ms [2022-01-12 01:46:14 main:574] : INFO : Epoch 1849 | loss: 0.0311865 | val_loss: 0.0311849 | Time: 1469.79 ms [2022-01-12 01:46:15 main:574] : INFO : Epoch 1850 | loss: 0.031186 | val_loss: 0.0311866 | Time: 1526.63 ms [2022-01-12 01:46:17 main:574] : INFO : Epoch 1851 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 1552.63 ms [2022-01-12 01:46:18 main:574] : INFO : Epoch 1852 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 1550.71 ms [2022-01-12 01:46:20 main:574] : INFO : Epoch 1853 | loss: 0.031191 | val_loss: 0.0311988 | Time: 1615.54 ms [2022-01-12 01:46:21 main:574] : INFO : Epoch 1854 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 1600.53 ms [2022-01-12 01:46:23 main:574] : INFO : Epoch 1855 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1572.01 ms [2022-01-12 01:46:25 main:574] : INFO : Epoch 1856 | loss: 0.0311894 | val_loss: 0.0311886 | Time: 1529.15 ms [2022-01-12 01:46:26 main:574] : INFO : Epoch 1857 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 1589.05 ms [2022-01-12 01:46:28 main:574] : INFO : Epoch 1858 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 1571.99 ms [2022-01-12 01:46:29 main:574] : INFO : Epoch 1859 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 1571.98 ms [2022-01-12 01:46:31 main:574] : INFO : Epoch 1860 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 1569.22 ms [2022-01-12 01:46:32 main:574] : INFO : Epoch 1861 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 1535.77 ms [2022-01-12 01:46:34 main:574] : INFO : Epoch 1862 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 1534.23 ms [2022-01-12 01:46:35 main:574] : INFO : Epoch 1863 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 1575.16 ms [2022-01-12 01:46:37 main:574] : INFO : Epoch 1864 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 1563.03 ms [2022-01-12 01:46:39 main:574] : INFO : Epoch 1865 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 1569.27 ms [2022-01-12 01:46:40 main:574] : INFO : Epoch 1866 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 1600.48 ms [2022-01-12 01:46:42 main:574] : INFO : Epoch 1867 | loss: 0.0311837 | val_loss: 0.0311836 | Time: 1579.66 ms [2022-01-12 01:46:43 main:574] : INFO : Epoch 1868 | loss: 0.0311844 | val_loss: 0.031188 | Time: 1582.85 ms [2022-01-12 01:46:45 main:574] : INFO : Epoch 1869 | loss: 0.0311838 | val_loss: 0.0311847 | Time: 1591.01 ms [2022-01-12 01:46:47 main:574] : INFO : Epoch 1870 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 1582.54 ms [2022-01-12 01:46:48 main:574] : INFO : Epoch 1871 | loss: 0.0311873 | val_loss: 0.0311856 | Time: 1537.82 ms [2022-01-12 01:46:50 main:574] : INFO : Epoch 1872 | loss: 0.031186 | val_loss: 0.0311861 | Time: 1592.9 ms [2022-01-12 01:46:51 main:574] : INFO : Epoch 1873 | loss: 0.0311838 | val_loss: 0.0311899 | Time: 1564.58 ms [2022-01-12 01:46:53 main:574] : INFO : Epoch 1874 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 1581.79 ms [2022-01-12 01:46:54 main:574] : INFO : Epoch 1875 | loss: 0.0311853 | val_loss: 0.0311832 | Time: 1564.36 ms [2022-01-12 01:46:56 main:574] : INFO : Epoch 1876 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 1576.55 ms [2022-01-12 01:46:58 main:574] : INFO : Epoch 1877 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 1552.57 ms [2022-01-12 01:46:59 main:574] : INFO : Epoch 1878 | loss: 0.03119 | val_loss: 0.0311913 | Time: 1589.95 ms [2022-01-12 01:47:01 main:574] : INFO : Epoch 1879 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 1507.14 ms [2022-01-12 01:47:02 main:574] : INFO : Epoch 1880 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 1558.55 ms [2022-01-12 01:47:04 main:574] : INFO : Epoch 1881 | loss: 0.0311847 | val_loss: 0.0311863 | Time: 1518.67 ms [2022-01-12 01:47:05 main:574] : INFO : Epoch 1882 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 1569.92 ms [2022-01-12 01:47:07 main:574] : INFO : Epoch 1883 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 1597.51 ms [2022-01-12 01:47:08 main:574] : INFO : Epoch 1884 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1570.27 ms [2022-01-12 01:47:10 main:574] : INFO : Epoch 1885 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 1544.57 ms [2022-01-12 01:47:12 main:574] : INFO : Epoch 1886 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 1562.72 ms [2022-01-12 01:47:13 main:574] : INFO : Epoch 1887 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 1594.04 ms [2022-01-12 01:47:15 main:574] : INFO : Epoch 1888 | loss: 0.0311891 | val_loss: 0.0311931 | Time: 1522.92 ms [2022-01-12 01:47:16 main:574] : INFO : Epoch 1889 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 1552.94 ms [2022-01-12 01:47:18 main:574] : INFO : Epoch 1890 | loss: 0.0311889 | val_loss: 0.0311863 | Time: 1590.06 ms [2022-01-12 01:47:19 main:574] : INFO : Epoch 1891 | loss: 0.0311898 | val_loss: 0.0312035 | Time: 1591.95 ms [2022-01-12 01:47:21 main:574] : INFO : Epoch 1892 | loss: 0.0311933 | val_loss: 0.0311918 | Time: 1525.13 ms [2022-01-12 01:47:23 main:574] : INFO : Epoch 1893 | loss: 0.0311909 | val_loss: 0.0311885 | Time: 1578.54 ms [2022-01-12 01:47:24 main:574] : INFO : Epoch 1894 | loss: 0.0311944 | val_loss: 0.0312048 | Time: 1541.64 ms [2022-01-12 01:47:26 main:574] : INFO : Epoch 1895 | loss: 0.0312171 | val_loss: 0.0312265 | Time: 1525.38 ms [2022-01-12 01:47:27 main:574] : INFO : Epoch 1896 | loss: 0.0312267 | val_loss: 0.0312257 | Time: 1603.21 ms [2022-01-12 01:47:29 main:574] : INFO : Epoch 1897 | loss: 0.0312255 | val_loss: 0.0312281 | Time: 1497.03 ms [2022-01-12 01:47:30 main:574] : INFO : Epoch 1898 | loss: 0.0312249 | val_loss: 0.0312229 | Time: 1506.6 ms [2022-01-12 01:47:32 main:574] : INFO : Epoch 1899 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1572.33 ms [2022-01-12 01:47:33 main:574] : INFO : Epoch 1900 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 1537.66 ms [2022-01-12 01:47:35 main:574] : INFO : Epoch 1901 | loss: 0.0312194 | val_loss: 0.0312177 | Time: 1535.13 ms [2022-01-12 01:47:36 main:574] : INFO : Epoch 1902 | loss: 0.0312171 | val_loss: 0.031213 | Time: 1544.86 ms [2022-01-12 01:47:38 main:574] : INFO : Epoch 1903 | loss: 0.0312151 | val_loss: 0.0312122 | Time: 1570.04 ms [2022-01-12 01:47:40 main:574] : INFO : Epoch 1904 | loss: 0.0312129 | val_loss: 0.0312111 | Time: 1588.31 ms [2022-01-12 01:47:41 main:574] : INFO : Epoch 1905 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 1531.77 ms [2022-01-12 01:47:43 main:574] : INFO : Epoch 1906 | loss: 0.0312134 | val_loss: 0.0312125 | Time: 1540.16 ms [2022-01-12 01:47:44 main:574] : INFO : Epoch 1907 | loss: 0.0312121 | val_loss: 0.0312105 | Time: 1568.32 ms [2022-01-12 01:47:46 main:574] : INFO : Epoch 1908 | loss: 0.0312116 | val_loss: 0.031211 | Time: 1621.37 ms [2022-01-12 01:47:47 main:574] : INFO : Epoch 1909 | loss: 0.0312143 | val_loss: 0.0312089 | Time: 1524.07 ms [2022-01-12 01:47:49 main:574] : INFO : Epoch 1910 | loss: 0.0312134 | val_loss: 0.0312096 | Time: 1577.64 ms [2022-01-12 01:47:51 main:574] : INFO : Epoch 1911 | loss: 0.03121 | val_loss: 0.0312087 | Time: 1512.15 ms [2022-01-12 01:47:52 main:574] : INFO : Epoch 1912 | loss: 0.0312103 | val_loss: 0.0312081 | Time: 1559.91 ms [2022-01-12 01:47:54 main:574] : INFO : Epoch 1913 | loss: 0.0312094 | val_loss: 0.0312083 | Time: 1535.55 ms [2022-01-12 01:47:55 main:574] : INFO : Epoch 1914 | loss: 0.0312094 | val_loss: 0.0312101 | Time: 1587.56 ms [2022-01-12 01:47:57 main:574] : INFO : Epoch 1915 | loss: 0.0312108 | val_loss: 0.0312091 | Time: 1524.52 ms [2022-01-12 01:47:58 main:574] : INFO : Epoch 1916 | loss: 0.0312105 | val_loss: 0.0312081 | Time: 1566.71 ms [2022-01-12 01:48:00 main:574] : INFO : Epoch 1917 | loss: 0.0312112 | val_loss: 0.0312187 | Time: 1587.39 ms [2022-01-12 01:48:02 main:574] : INFO : Epoch 1918 | loss: 0.0312115 | val_loss: 0.0312164 | Time: 1629.56 ms [2022-01-12 01:48:03 main:574] : INFO : Epoch 1919 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 1602.38 ms [2022-01-12 01:48:05 main:574] : INFO : Epoch 1920 | loss: 0.0312098 | val_loss: 0.0312074 | Time: 1539.82 ms [2022-01-12 01:48:06 main:574] : INFO : Epoch 1921 | loss: 0.0312092 | val_loss: 0.0312097 | Time: 1505.16 ms [2022-01-12 01:48:08 main:574] : INFO : Epoch 1922 | loss: 0.0312082 | val_loss: 0.0312074 | Time: 1542.64 ms [2022-01-12 01:48:09 main:574] : INFO : Epoch 1923 | loss: 0.0312076 | val_loss: 0.0312067 | Time: 1643.71 ms [2022-01-12 01:48:11 main:574] : INFO : Epoch 1924 | loss: 0.0312088 | val_loss: 0.0312092 | Time: 1549.36 ms [2022-01-12 01:48:13 main:574] : INFO : Epoch 1925 | loss: 0.0312102 | val_loss: 0.0312109 | Time: 1578.32 ms [2022-01-12 01:48:14 main:574] : INFO : Epoch 1926 | loss: 0.0312109 | val_loss: 0.0312092 | Time: 1583.31 ms [2022-01-12 01:48:16 main:574] : INFO : Epoch 1927 | loss: 0.0312092 | val_loss: 0.0312073 | Time: 1611.88 ms [2022-01-12 01:48:17 main:574] : INFO : Epoch 1928 | loss: 0.0312075 | val_loss: 0.0312074 | Time: 1598.32 ms [2022-01-12 01:48:19 main:574] : INFO : Epoch 1929 | loss: 0.0312089 | val_loss: 0.0312103 | Time: 1574.1 ms [2022-01-12 01:48:20 main:574] : INFO : Epoch 1930 | loss: 0.0312101 | val_loss: 0.0312082 | Time: 1548.94 ms [2022-01-12 01:48:22 main:574] : INFO : Epoch 1931 | loss: 0.0312125 | val_loss: 0.0312201 | Time: 1590.4 ms [2022-01-12 01:48:24 main:574] : INFO : Epoch 1932 | loss: 0.0312141 | val_loss: 0.0312072 | Time: 1583.02 ms [2022-01-12 01:48:25 main:574] : INFO : Epoch 1933 | loss: 0.0312081 | val_loss: 0.0312076 | Time: 1525.43 ms [2022-01-12 01:48:27 main:574] : INFO : Epoch 1934 | loss: 0.0312079 | val_loss: 0.0312081 | Time: 1571.21 ms [2022-01-12 01:48:28 main:574] : INFO : Epoch 1935 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 1593.96 ms [2022-01-12 01:48:30 main:574] : INFO : Epoch 1936 | loss: 0.03121 | val_loss: 0.0312071 | Time: 1548.11 ms [2022-01-12 01:48:31 main:574] : INFO : Epoch 1937 | loss: 0.0312067 | val_loss: 0.0312063 | Time: 1510.61 ms [2022-01-12 01:48:33 main:574] : INFO : Epoch 1938 | loss: 0.0312076 | val_loss: 0.0312091 | Time: 1559.28 ms [2022-01-12 01:48:34 main:574] : INFO : Epoch 1939 | loss: 0.0312061 | val_loss: 0.0312057 | Time: 1535.52 ms [2022-01-12 01:48:36 main:574] : INFO : Epoch 1940 | loss: 0.0312069 | val_loss: 0.0312061 | Time: 1524.31 ms [2022-01-12 01:48:38 main:574] : INFO : Epoch 1941 | loss: 0.0312066 | val_loss: 0.0312066 | Time: 1559.84 ms [2022-01-12 01:48:39 main:574] : INFO : Epoch 1942 | loss: 0.0312078 | val_loss: 0.0312072 | Time: 1530.6 ms [2022-01-12 01:48:41 main:574] : INFO : Epoch 1943 | loss: 0.0312064 | val_loss: 0.0312058 | Time: 1526.27 ms [2022-01-12 01:48:42 main:574] : INFO : Epoch 1944 | loss: 0.0312068 | val_loss: 0.0312052 | Time: 1546.35 ms [2022-01-12 01:48:44 main:574] : INFO : Epoch 1945 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 1590.53 ms [2022-01-12 01:48:45 main:574] : INFO : Epoch 1946 | loss: 0.0312085 | val_loss: 0.0312051 | Time: 1601.06 ms [2022-01-12 01:48:47 main:574] : INFO : Epoch 1947 | loss: 0.0312063 | val_loss: 0.0312051 | Time: 1590.43 ms [2022-01-12 01:48:49 main:574] : INFO : Epoch 1948 | loss: 0.0312064 | val_loss: 0.0312051 | Time: 1539.68 ms [2022-01-12 01:48:50 main:574] : INFO : Epoch 1949 | loss: 0.0312056 | val_loss: 0.0312054 | Time: 1538.82 ms [2022-01-12 01:48:52 main:574] : INFO : Epoch 1950 | loss: 0.0312061 | val_loss: 0.0312047 | Time: 1573.59 ms [2022-01-12 01:48:53 main:574] : INFO : Epoch 1951 | loss: 0.0312069 | val_loss: 0.0312041 | Time: 1584.36 ms [2022-01-12 01:48:55 main:574] : INFO : Epoch 1952 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 1560.13 ms [2022-01-12 01:48:56 main:574] : INFO : Epoch 1953 | loss: 0.0312097 | val_loss: 0.0312053 | Time: 1520.97 ms [2022-01-12 01:48:58 main:574] : INFO : Epoch 1954 | loss: 0.0312079 | val_loss: 0.0312049 | Time: 1526.99 ms [2022-01-12 01:48:59 main:574] : INFO : Epoch 1955 | loss: 0.031207 | val_loss: 0.0312108 | Time: 1513.77 ms [2022-01-12 01:49:01 main:574] : INFO : Epoch 1956 | loss: 0.0312086 | val_loss: 0.0312088 | Time: 1523.6 ms [2022-01-12 01:49:02 main:574] : INFO : Epoch 1957 | loss: 0.0312072 | val_loss: 0.0312046 | Time: 1613.05 ms [2022-01-12 01:49:04 main:574] : INFO : Epoch 1958 | loss: 0.0312071 | val_loss: 0.0312042 | Time: 1555.09 ms [2022-01-12 01:49:06 main:574] : INFO : Epoch 1959 | loss: 0.0312108 | val_loss: 0.0312102 | Time: 1593.73 ms [2022-01-12 01:49:07 main:574] : INFO : Epoch 1960 | loss: 0.0312087 | val_loss: 0.0312047 | Time: 1560.61 ms [2022-01-12 01:49:09 main:574] : INFO : Epoch 1961 | loss: 0.0312053 | val_loss: 0.0312043 | Time: 1572.42 ms [2022-01-12 01:49:10 main:574] : INFO : Epoch 1962 | loss: 0.0312068 | val_loss: 0.0312053 | Time: 1588.83 ms [2022-01-12 01:49:12 main:574] : INFO : Epoch 1963 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 1539.89 ms [2022-01-12 01:49:13 main:574] : INFO : Epoch 1964 | loss: 0.0312046 | val_loss: 0.0312042 | Time: 1555.91 ms [2022-01-12 01:49:15 main:574] : INFO : Epoch 1965 | loss: 0.0312053 | val_loss: 0.0312063 | Time: 1531.44 ms [2022-01-12 01:49:17 main:574] : INFO : Epoch 1966 | loss: 0.0312084 | val_loss: 0.0312034 | Time: 1563.6 ms [2022-01-12 01:49:18 main:574] : INFO : Epoch 1967 | loss: 0.0312066 | val_loss: 0.0312046 | Time: 1600.63 ms [2022-01-12 01:49:20 main:574] : INFO : Epoch 1968 | loss: 0.0312071 | val_loss: 0.0312043 | Time: 1628.93 ms [2022-01-12 01:49:21 main:574] : INFO : Epoch 1969 | loss: 0.0312052 | val_loss: 0.031204 | Time: 1547.96 ms [2022-01-12 01:49:23 main:574] : INFO : Epoch 1970 | loss: 0.0312042 | val_loss: 0.0312039 | Time: 1554.73 ms [2022-01-12 01:49:25 main:574] : INFO : Epoch 1971 | loss: 0.0312043 | val_loss: 0.031214 | Time: 1607.77 ms [2022-01-12 01:49:26 main:574] : INFO : Epoch 1972 | loss: 0.0312075 | val_loss: 0.0312047 | Time: 1574.77 ms [2022-01-12 01:49:28 main:574] : INFO : Epoch 1973 | loss: 0.0312041 | val_loss: 0.0312034 | Time: 1549.36 ms [2022-01-12 01:49:29 main:574] : INFO : Epoch 1974 | loss: 0.0312105 | val_loss: 0.0312041 | Time: 1537.7 ms [2022-01-12 01:49:31 main:574] : INFO : Epoch 1975 | loss: 0.0312084 | val_loss: 0.0312031 | Time: 1555.62 ms [2022-01-12 01:49:32 main:574] : INFO : Epoch 1976 | loss: 0.0312081 | val_loss: 0.0312037 | Time: 1612.89 ms [2022-01-12 01:49:34 main:574] : INFO : Epoch 1977 | loss: 0.0312084 | val_loss: 0.031214 | Time: 1532.12 ms [2022-01-12 01:49:35 main:574] : INFO : Epoch 1978 | loss: 0.0312081 | val_loss: 0.0312099 | Time: 1576.46 ms [2022-01-12 01:49:37 main:574] : INFO : Epoch 1979 | loss: 0.0312054 | val_loss: 0.0312036 | Time: 1560.94 ms [2022-01-12 01:49:39 main:574] : INFO : Epoch 1980 | loss: 0.0312061 | val_loss: 0.0312141 | Time: 1585.13 ms [2022-01-12 01:49:40 main:574] : INFO : Epoch 1981 | loss: 0.0312078 | val_loss: 0.0312038 | Time: 1549.12 ms [2022-01-12 01:49:42 main:574] : INFO : Epoch 1982 | loss: 0.031205 | val_loss: 0.0312064 | Time: 1568.53 ms [2022-01-12 01:49:43 main:574] : INFO : Epoch 1983 | loss: 0.0312047 | val_loss: 0.0312033 | Time: 1550.99 ms [2022-01-12 01:49:45 main:574] : INFO : Epoch 1984 | loss: 0.0312047 | val_loss: 0.0312027 | Time: 1567.52 ms [2022-01-12 01:49:46 main:574] : INFO : Epoch 1985 | loss: 0.0312062 | val_loss: 0.0312076 | Time: 1581.21 ms [2022-01-12 01:49:48 main:574] : INFO : Epoch 1986 | loss: 0.0312056 | val_loss: 0.031204 | Time: 1626.68 ms [2022-01-12 01:49:50 main:574] : INFO : Epoch 1987 | loss: 0.0312056 | val_loss: 0.031204 | Time: 1560.01 ms [2022-01-12 01:49:51 main:574] : INFO : Epoch 1988 | loss: 0.0312037 | val_loss: 0.0312054 | Time: 1664.32 ms [2022-01-12 01:49:53 main:574] : INFO : Epoch 1989 | loss: 0.0312061 | val_loss: 0.0312067 | Time: 1556.85 ms [2022-01-12 01:49:55 main:574] : INFO : Epoch 1990 | loss: 0.0312057 | val_loss: 0.0312041 | Time: 1627.47 ms [2022-01-12 01:49:56 main:574] : INFO : Epoch 1991 | loss: 0.0312043 | val_loss: 0.031204 | Time: 1522.08 ms [2022-01-12 01:49:58 main:574] : INFO : Epoch 1992 | loss: 0.0312043 | val_loss: 0.0312068 | Time: 1521.39 ms [2022-01-12 01:49:59 main:574] : INFO : Epoch 1993 | loss: 0.0312059 | val_loss: 0.031204 | Time: 1580.22 ms [2022-01-12 01:50:01 main:574] : INFO : Epoch 1994 | loss: 0.0312038 | val_loss: 0.0312035 | Time: 1585.17 ms [2022-01-12 01:50:02 main:574] : INFO : Epoch 1995 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 1575.48 ms [2022-01-12 01:50:04 main:574] : INFO : Epoch 1996 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 1543.27 ms [2022-01-12 01:50:05 main:574] : INFO : Epoch 1997 | loss: 0.0312085 | val_loss: 0.0312034 | Time: 1581.07 ms [2022-01-12 01:50:07 main:574] : INFO : Epoch 1998 | loss: 0.031205 | val_loss: 0.0312039 | Time: 1562.92 ms [2022-01-12 01:50:09 main:574] : INFO : Epoch 1999 | loss: 0.0312033 | val_loss: 0.0312039 | Time: 1557.14 ms [2022-01-12 01:50:10 main:574] : INFO : Epoch 2000 | loss: 0.0312078 | val_loss: 0.0312065 | Time: 1562.39 ms [2022-01-12 01:50:12 main:574] : INFO : Epoch 2001 | loss: 0.0312149 | val_loss: 0.0312699 | Time: 1632.48 ms [2022-01-12 01:50:13 main:574] : INFO : Epoch 2002 | loss: 0.0678059 | val_loss: 0.0805773 | Time: 1575.42 ms [2022-01-12 01:50:15 main:574] : INFO : Epoch 2003 | loss: 0.0729457 | val_loss: 0.0347014 | Time: 1596.61 ms [2022-01-12 01:50:17 main:574] : INFO : Epoch 2004 | loss: 0.0331722 | val_loss: 0.0316911 | Time: 1555.19 ms [2022-01-12 01:50:18 main:574] : INFO : Epoch 2005 | loss: 0.0316173 | val_loss: 0.0314176 | Time: 1574.61 ms [2022-01-12 01:50:20 main:574] : INFO : Epoch 2006 | loss: 0.0313497 | val_loss: 0.0312911 | Time: 1595.47 ms [2022-01-12 01:50:21 main:574] : INFO : Epoch 2007 | loss: 0.0312844 | val_loss: 0.0312749 | Time: 1584.99 ms [2022-01-12 01:50:23 main:574] : INFO : Epoch 2008 | loss: 0.0312715 | val_loss: 0.031268 | Time: 1577.84 ms [2022-01-12 01:50:24 main:574] : INFO : Epoch 2009 | loss: 0.0312647 | val_loss: 0.0312569 | Time: 1602.96 ms [2022-01-12 01:50:26 main:574] : INFO : Epoch 2010 | loss: 0.0312551 | val_loss: 0.0312493 | Time: 1632.06 ms [2022-01-12 01:50:28 main:574] : INFO : Epoch 2011 | loss: 0.0312471 | val_loss: 0.031242 | Time: 1586.45 ms [2022-01-12 01:50:29 main:574] : INFO : Epoch 2012 | loss: 0.0312424 | val_loss: 0.0312388 | Time: 1554.08 ms [2022-01-12 01:50:31 main:574] : INFO : Epoch 2013 | loss: 0.0312391 | val_loss: 0.0312382 | Time: 1590.85 ms [2022-01-12 01:50:32 main:574] : INFO : Epoch 2014 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 1559.97 ms [2022-01-12 01:50:34 main:574] : INFO : Epoch 2015 | loss: 0.0312379 | val_loss: 0.0312365 | Time: 1593.52 ms [2022-01-12 01:50:36 main:574] : INFO : Epoch 2016 | loss: 0.0312366 | val_loss: 0.031235 | Time: 1572.91 ms [2022-01-12 01:50:37 main:574] : INFO : Epoch 2017 | loss: 0.0312357 | val_loss: 0.031235 | Time: 1555.89 ms [2022-01-12 01:50:39 main:574] : INFO : Epoch 2018 | loss: 0.0312344 | val_loss: 0.0312338 | Time: 1565.03 ms [2022-01-12 01:50:40 main:574] : INFO : Epoch 2019 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 1589.6 ms [2022-01-12 01:50:42 main:574] : INFO : Epoch 2020 | loss: 0.0312331 | val_loss: 0.0312321 | Time: 1510.24 ms [2022-01-12 01:50:43 main:574] : INFO : Epoch 2021 | loss: 0.0312334 | val_loss: 0.0312323 | Time: 1567.71 ms [2022-01-12 01:50:45 main:574] : INFO : Epoch 2022 | loss: 0.0312316 | val_loss: 0.03123 | Time: 1594.46 ms [2022-01-12 01:50:47 main:574] : INFO : Epoch 2023 | loss: 0.0312307 | val_loss: 0.0312324 | Time: 1616.96 ms [2022-01-12 01:50:48 main:574] : INFO : Epoch 2024 | loss: 0.031233 | val_loss: 0.0312297 | Time: 1532.19 ms [2022-01-12 01:50:50 main:574] : INFO : Epoch 2025 | loss: 0.03123 | val_loss: 0.0312276 | Time: 1575.27 ms [2022-01-12 01:50:51 main:574] : INFO : Epoch 2026 | loss: 0.031229 | val_loss: 0.0312268 | Time: 1555.82 ms [2022-01-12 01:50:53 main:574] : INFO : Epoch 2027 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 1530.33 ms [2022-01-12 01:50:54 main:574] : INFO : Epoch 2028 | loss: 0.0312275 | val_loss: 0.0312256 | Time: 1534.79 ms [2022-01-12 01:50:56 main:574] : INFO : Epoch 2029 | loss: 0.0312261 | val_loss: 0.0312246 | Time: 1547.6 ms [2022-01-12 01:50:57 main:574] : INFO : Epoch 2030 | loss: 0.0312251 | val_loss: 0.0312236 | Time: 1548.89 ms [2022-01-12 01:50:59 main:574] : INFO : Epoch 2031 | loss: 0.0312245 | val_loss: 0.0312244 | Time: 1574.32 ms [2022-01-12 01:51:01 main:574] : INFO : Epoch 2032 | loss: 0.0312239 | val_loss: 0.0312231 | Time: 1532.02 ms [2022-01-12 01:51:02 main:574] : INFO : Epoch 2033 | loss: 0.0312231 | val_loss: 0.0312218 | Time: 1589.99 ms [2022-01-12 01:51:04 main:574] : INFO : Epoch 2034 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 1591.72 ms [2022-01-12 01:51:05 main:574] : INFO : Epoch 2035 | loss: 0.031221 | val_loss: 0.0312195 | Time: 1596.23 ms [2022-01-12 01:51:07 main:574] : INFO : Epoch 2036 | loss: 0.0312201 | val_loss: 0.0312188 | Time: 1607.26 ms [2022-01-12 01:51:08 main:574] : INFO : Epoch 2037 | loss: 0.0312198 | val_loss: 0.0312187 | Time: 1494.18 ms [2022-01-12 01:51:10 main:574] : INFO : Epoch 2038 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 1507.23 ms [2022-01-12 01:51:12 main:574] : INFO : Epoch 2039 | loss: 0.0312185 | val_loss: 0.0312166 | Time: 1602.75 ms [2022-01-12 01:51:13 main:574] : INFO : Epoch 2040 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 1605.41 ms [2022-01-12 01:51:15 main:574] : INFO : Epoch 2041 | loss: 0.0312204 | val_loss: 0.0312159 | Time: 1603.76 ms [2022-01-12 01:51:16 main:574] : INFO : Epoch 2042 | loss: 0.0312203 | val_loss: 0.0312154 | Time: 1591.47 ms [2022-01-12 01:51:18 main:574] : INFO : Epoch 2043 | loss: 0.0312182 | val_loss: 0.0312145 | Time: 1502.94 ms [2022-01-12 01:51:19 main:574] : INFO : Epoch 2044 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 1583.08 ms [2022-01-12 01:51:21 main:574] : INFO : Epoch 2045 | loss: 0.0312159 | val_loss: 0.0312134 | Time: 1625.68 ms [2022-01-12 01:51:23 main:574] : INFO : Epoch 2046 | loss: 0.0312152 | val_loss: 0.0312135 | Time: 1586.51 ms [2022-01-12 01:51:24 main:574] : INFO : Epoch 2047 | loss: 0.031215 | val_loss: 0.0312134 | Time: 1525.2 ms [2022-01-12 01:51:26 main:574] : INFO : Epoch 2048 | loss: 0.0312144 | val_loss: 0.0312125 | Time: 1522.53 ms [2022-01-12 01:51:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312125 [2022-01-12 01:51:26 main:603] : INFO : Saving end state to config to file [2022-01-12 01:51:26 main:608] : INFO : Success, exiting.. 01:51:26 (1336): 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)