Task 9970379
| Name | ParityModified-1638636216-11945-2-0_0 |
| Workunit | 7351883 |
| Created | 18 Dec 2021, 22:29:07 UTC |
| Sent | 26 Dec 2021, 18:43:32 UTC |
| Report deadline | 3 Jan 2022, 18:43:32 UTC |
| Received | 27 Dec 2021, 11:51:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 55 min 45 sec |
| CPU time | 55 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2021-12-27 01:10:41 main:574] : INFO : Epoch 1542 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 1645.59 ms [2021-12-27 01:10:42 main:574] : INFO : Epoch 1543 | loss: 0.0311845 | val_loss: 0.0311825 | Time: 1637.01 ms [2021-12-27 01:10:44 main:574] : INFO : Epoch 1544 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 1634 ms [2021-12-27 01:10:46 main:574] : INFO : Epoch 1545 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 1654.33 ms [2021-12-27 01:10:47 main:574] : INFO : Epoch 1546 | loss: 0.031184 | val_loss: 0.0311866 | Time: 1637.31 ms [2021-12-27 01:10:49 main:574] : INFO : Epoch 1547 | loss: 0.031183 | val_loss: 0.0311838 | Time: 1637.73 ms [2021-12-27 01:10:51 main:574] : INFO : Epoch 1548 | loss: 0.0311839 | val_loss: 0.0311921 | Time: 1649.18 ms [2021-12-27 01:10:52 main:574] : INFO : Epoch 1549 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 1640.09 ms [2021-12-27 01:10:54 main:574] : INFO : Epoch 1550 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 1636.42 ms [2021-12-27 01:10:55 main:574] : INFO : Epoch 1551 | loss: 0.0311829 | val_loss: 0.031182 | Time: 1644.8 ms [2021-12-27 01:10:57 main:574] : INFO : Epoch 1552 | loss: 0.0311825 | val_loss: 0.0311905 | Time: 1634.96 ms [2021-12-27 01:10:59 main:574] : INFO : Epoch 1553 | loss: 0.0311836 | val_loss: 0.0311861 | Time: 1652.9 ms [2021-12-27 01:11:00 main:574] : INFO : Epoch 1554 | loss: 0.0311832 | val_loss: 0.0311818 | Time: 1648.55 ms [2021-12-27 01:11:02 main:574] : INFO : Epoch 1555 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1640.7 ms [2021-12-27 01:11:04 main:574] : INFO : Epoch 1556 | loss: 0.0311809 | val_loss: 0.0311798 | Time: 1640.44 ms [2021-12-27 01:11:05 main:574] : INFO : Epoch 1557 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1644.58 ms [2021-12-27 01:11:07 main:574] : INFO : Epoch 1558 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 1642.51 ms [2021-12-27 01:11:09 main:574] : INFO : Epoch 1559 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 1645.46 ms [2021-12-27 01:11:10 main:574] : INFO : Epoch 1560 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 1646.51 ms [2021-12-27 01:11:12 main:574] : INFO : Epoch 1561 | loss: 0.0311841 | val_loss: 0.031183 | Time: 1638.86 ms [2021-12-27 01:11:14 main:574] : INFO : Epoch 1562 | loss: 0.031184 | val_loss: 0.0311839 | Time: 1628.03 ms [2021-12-27 01:11:15 main:574] : INFO : Epoch 1563 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 1641.92 ms [2021-12-27 01:11:17 main:574] : INFO : Epoch 1564 | loss: 0.0311799 | val_loss: 0.0311841 | Time: 1654.17 ms [2021-12-27 01:11:18 main:574] : INFO : Epoch 1565 | loss: 0.0311804 | val_loss: 0.031182 | Time: 1628.62 ms [2021-12-27 01:11:20 main:574] : INFO : Epoch 1566 | loss: 0.0311816 | val_loss: 0.0311954 | Time: 1636.61 ms [2021-12-27 01:11:22 main:574] : INFO : Epoch 1567 | loss: 0.0311851 | val_loss: 0.0311888 | Time: 1639.04 ms [2021-12-27 01:11:23 main:574] : INFO : Epoch 1568 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 1638.54 ms [2021-12-27 01:11:25 main:574] : INFO : Epoch 1569 | loss: 0.0311823 | val_loss: 0.0311836 | Time: 1645.85 ms [2021-12-27 01:11:27 main:574] : INFO : Epoch 1570 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 1639.97 ms [2021-12-27 01:11:28 main:574] : INFO : Epoch 1571 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 1668.2 ms [2021-12-27 01:11:30 main:574] : INFO : Epoch 1572 | loss: 0.031179 | val_loss: 0.0311822 | Time: 1664.4 ms [2021-12-27 01:11:32 main:574] : INFO : Epoch 1573 | loss: 0.0311817 | val_loss: 0.0311859 | Time: 1661.77 ms [2021-12-27 01:11:33 main:574] : INFO : Epoch 1574 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 1654.87 ms [2021-12-27 01:11:35 main:574] : INFO : Epoch 1575 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 1649.54 ms [2021-12-27 01:11:37 main:574] : INFO : Epoch 1576 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 1640.05 ms [2021-12-27 01:11:38 main:574] : INFO : Epoch 1577 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1660.93 ms [2021-12-27 01:11:40 main:574] : INFO : Epoch 1578 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 1650.89 ms [2021-12-27 01:11:42 main:574] : INFO : Epoch 1579 | loss: 0.0311773 | val_loss: 0.0311798 | Time: 1660.4 ms [2021-12-27 01:11:43 main:574] : INFO : Epoch 1580 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 1643.94 ms [2021-12-27 01:11:45 main:574] : INFO : Epoch 1581 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 1650.23 ms [2021-12-27 01:11:47 main:574] : INFO : Epoch 1582 | loss: 0.0311775 | val_loss: 0.031182 | Time: 1653.16 ms [2021-12-27 01:11:48 main:574] : INFO : Epoch 1583 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 1665.59 ms [2021-12-27 01:11:50 main:574] : INFO : Epoch 1584 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 1659.29 ms [2021-12-27 01:11:52 main:574] : INFO : Epoch 1585 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1629.79 ms [2021-12-27 01:11:53 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1639.12 ms [2021-12-27 01:11:55 main:574] : INFO : Epoch 1587 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 1631.48 ms [2021-12-27 01:11:56 main:574] : INFO : Epoch 1588 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 1649.53 ms [2021-12-27 01:11:58 main:574] : INFO : Epoch 1589 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 1636.4 ms [2021-12-27 01:12:00 main:574] : INFO : Epoch 1590 | loss: 0.0311773 | val_loss: 0.03118 | Time: 1648.54 ms [2021-12-27 01:12:01 main:574] : INFO : Epoch 1591 | loss: 0.0311799 | val_loss: 0.0311905 | Time: 1663.14 ms [2021-12-27 01:12:03 main:574] : INFO : Epoch 1592 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1645.16 ms [2021-12-27 01:12:05 main:574] : INFO : Epoch 1593 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 1651.16 ms [2021-12-27 01:12:06 main:574] : INFO : Epoch 1594 | loss: 0.031176 | val_loss: 0.0311816 | Time: 1639.97 ms [2021-12-27 01:12:08 main:574] : INFO : Epoch 1595 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 1639.97 ms [2021-12-27 01:12:10 main:574] : INFO : Epoch 1596 | loss: 0.031175 | val_loss: 0.031182 | Time: 1635.89 ms [2021-12-27 01:12:11 main:574] : INFO : Epoch 1597 | loss: 0.0311755 | val_loss: 0.0311875 | Time: 1643.19 ms [2021-12-27 01:12:13 main:574] : INFO : Epoch 1598 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 1639.86 ms [2021-12-27 01:12:15 main:574] : INFO : Epoch 1599 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1629.78 ms [2021-12-27 01:12:16 main:574] : INFO : Epoch 1600 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 1636.97 ms [2021-12-27 01:12:18 main:574] : INFO : Epoch 1601 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 1645.89 ms [2021-12-27 01:12:20 main:574] : INFO : Epoch 1602 | loss: 0.0311749 | val_loss: 0.03118 | Time: 1677.99 ms [2021-12-27 01:12:21 main:574] : INFO : Epoch 1603 | loss: 0.0311764 | val_loss: 0.0311788 | Time: 1656.13 ms [2021-12-27 01:12:23 main:574] : INFO : Epoch 1604 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 1641.07 ms [2021-12-27 01:12:25 main:574] : INFO : Epoch 1605 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 1640.73 ms [2021-12-27 01:12:26 main:574] : INFO : Epoch 1606 | loss: 0.0311752 | val_loss: 0.031178 | Time: 1651.13 ms [2021-12-27 01:12:28 main:574] : INFO : Epoch 1607 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 1627.03 ms [2021-12-27 01:12:29 main:574] : INFO : Epoch 1608 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 1650.83 ms [2021-12-27 01:12:31 main:574] : INFO : Epoch 1609 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 1643.52 ms [2021-12-27 01:12:33 main:574] : INFO : Epoch 1610 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 1647.34 ms [2021-12-27 01:12:34 main:574] : INFO : Epoch 1611 | loss: 0.0311822 | val_loss: 0.0311808 | Time: 1646.3 ms [2021-12-27 01:12:36 main:574] : INFO : Epoch 1612 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 1638.67 ms [2021-12-27 01:12:38 main:574] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.03118 | Time: 1641.56 ms [2021-12-27 01:12:39 main:574] : INFO : Epoch 1614 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1641.73 ms [2021-12-27 01:12:41 main:574] : INFO : Epoch 1615 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 1629.5 ms [2021-12-27 01:12:43 main:574] : INFO : Epoch 1616 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1638.81 ms [2021-12-27 01:12:44 main:574] : INFO : Epoch 1617 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 1628.95 ms [2021-12-27 01:12:46 main:574] : INFO : Epoch 1618 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1637.59 ms [2021-12-27 01:12:48 main:574] : INFO : Epoch 1619 | loss: 0.031175 | val_loss: 0.0311795 | Time: 1625.12 ms [2021-12-27 01:12:49 main:574] : INFO : Epoch 1620 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1646.49 ms [2021-12-27 01:12:51 main:574] : INFO : Epoch 1621 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 1686.32 ms [2021-12-27 01:12:53 main:574] : INFO : Epoch 1622 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 1703.4 ms [2021-12-27 01:12:54 main:574] : INFO : Epoch 1623 | loss: 0.0311773 | val_loss: 0.03119 | Time: 1658.18 ms [2021-12-27 01:12:56 main:574] : INFO : Epoch 1624 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 1654.2 ms [2021-12-27 01:12:58 main:574] : INFO : Epoch 1625 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 1658.13 ms [2021-12-27 01:12:59 main:574] : INFO : Epoch 1626 | loss: 0.0311771 | val_loss: 0.031185 | Time: 1700.97 ms [2021-12-27 01:13:01 main:574] : INFO : Epoch 1627 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 1677.06 ms [2021-12-27 01:13:03 main:574] : INFO : Epoch 1628 | loss: 0.0311739 | val_loss: 0.0311836 | Time: 1653.14 ms [2021-12-27 01:13:04 main:574] : INFO : Epoch 1629 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 1655.73 ms [2021-12-27 01:13:06 main:574] : INFO : Epoch 1630 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 1643.26 ms [2021-12-27 01:13:08 main:574] : INFO : Epoch 1631 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1675.39 ms [2021-12-27 01:13:09 main:574] : INFO : Epoch 1632 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 1656.79 ms [2021-12-27 01:13:11 main:574] : INFO : Epoch 1633 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 1630.99 ms [2021-12-27 01:13:12 main:574] : INFO : Epoch 1634 | loss: 0.031173 | val_loss: 0.0311779 | Time: 1647.02 ms [2021-12-27 01:13:14 main:574] : INFO : Epoch 1635 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 1650.91 ms [2021-12-27 01:13:16 main:574] : INFO : Epoch 1636 | loss: 0.0311723 | val_loss: 0.0311855 | Time: 1640.28 ms [2021-12-27 01:13:17 main:574] : INFO : Epoch 1637 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 1653.03 ms [2021-12-27 01:13:19 main:574] : INFO : Epoch 1638 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 1634.38 ms [2021-12-27 01:13:21 main:574] : INFO : Epoch 1639 | loss: 0.031173 | val_loss: 0.0311775 | Time: 1644.5 ms [2021-12-27 01:13:22 main:574] : INFO : Epoch 1640 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 1649.78 ms [2021-12-27 01:13:24 main:574] : INFO : Epoch 1641 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 1642.99 ms [2021-12-27 01:13:26 main:574] : INFO : Epoch 1642 | loss: 0.0311723 | val_loss: 0.031179 | Time: 1635.4 ms [2021-12-27 01:13:27 main:574] : INFO : Epoch 1643 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 1639.39 ms [2021-12-27 01:13:29 main:574] : INFO : Epoch 1644 | loss: 0.0311743 | val_loss: 0.0311816 | Time: 1644.63 ms [2021-12-27 01:13:31 main:574] : INFO : Epoch 1645 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 1641.45 ms [2021-12-27 01:13:32 main:574] : INFO : Epoch 1646 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 1642.14 ms [2021-12-27 01:13:34 main:574] : INFO : Epoch 1647 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1641.46 ms [2021-12-27 01:13:36 main:574] : INFO : Epoch 1648 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 1641.7 ms [2021-12-27 01:13:37 main:574] : INFO : Epoch 1649 | loss: 0.0311722 | val_loss: 0.031183 | Time: 1636.25 ms [2021-12-27 01:13:39 main:574] : INFO : Epoch 1650 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 1636.89 ms [2021-12-27 01:13:40 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311837 | Time: 1632.35 ms [2021-12-27 01:13:42 main:574] : INFO : Epoch 1652 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 1621.22 ms [2021-12-27 01:13:44 main:574] : INFO : Epoch 1653 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 1618.6 ms [2021-12-27 01:13:45 main:574] : INFO : Epoch 1654 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 1648.74 ms [2021-12-27 01:13:47 main:574] : INFO : Epoch 1655 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 1658.13 ms [2021-12-27 01:13:49 main:574] : INFO : Epoch 1656 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 1664.04 ms [2021-12-27 01:13:50 main:574] : INFO : Epoch 1657 | loss: 0.0311728 | val_loss: 0.031177 | Time: 1647.71 ms [2021-12-27 01:13:52 main:574] : INFO : Epoch 1658 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 1649.76 ms [2021-12-27 01:13:54 main:574] : INFO : Epoch 1659 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1650.53 ms [2021-12-27 01:13:55 main:574] : INFO : Epoch 1660 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 1651.03 ms [2021-12-27 01:13:57 main:574] : INFO : Epoch 1661 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 1634.55 ms [2021-12-27 01:13:59 main:574] : INFO : Epoch 1662 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 1645.86 ms [2021-12-27 01:14:00 main:574] : INFO : Epoch 1663 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 1649.74 ms [2021-12-27 01:14:02 main:574] : INFO : Epoch 1664 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 1637.26 ms [2021-12-27 01:14:04 main:574] : INFO : Epoch 1665 | loss: 0.03117 | val_loss: 0.0311765 | Time: 1655.93 ms [2021-12-27 01:14:05 main:574] : INFO : Epoch 1666 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 1620 ms [2021-12-27 01:14:07 main:574] : INFO : Epoch 1667 | loss: 0.0311745 | val_loss: 0.0311767 | Time: 1646.99 ms [2021-12-27 01:14:08 main:574] : INFO : Epoch 1668 | loss: 0.0311739 | val_loss: 0.0311874 | Time: 1645.71 ms [2021-12-27 01:14:10 main:574] : INFO : Epoch 1669 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 1633.01 ms [2021-12-27 01:14:12 main:574] : INFO : Epoch 1670 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 1653.46 ms [2021-12-27 01:14:13 main:574] : INFO : Epoch 1671 | loss: 0.0311702 | val_loss: 0.0311843 | Time: 1636.7 ms [2021-12-27 01:14:15 main:574] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 1646.13 ms [2021-12-27 01:14:17 main:574] : INFO : Epoch 1673 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1655.09 ms [2021-12-27 01:14:18 main:574] : INFO : Epoch 1674 | loss: 0.031171 | val_loss: 0.031177 | Time: 1652.73 ms [2021-12-27 01:14:20 main:574] : INFO : Epoch 1675 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 1637.43 ms [2021-12-27 01:14:22 main:574] : INFO : Epoch 1676 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 1638.87 ms [2021-12-27 01:14:23 main:574] : INFO : Epoch 1677 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 1635.59 ms [2021-12-27 01:14:25 main:574] : INFO : Epoch 1678 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 1632.79 ms [2021-12-27 01:14:27 main:574] : INFO : Epoch 1679 | loss: 0.03117 | val_loss: 0.0311857 | Time: 1632.28 ms [2021-12-27 01:14:28 main:574] : INFO : Epoch 1680 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 1635.96 ms [2021-12-27 01:14:30 main:574] : INFO : Epoch 1681 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 1634.13 ms [2021-12-27 01:14:31 main:574] : INFO : Epoch 1682 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 1645.24 ms [2021-12-27 01:14:33 main:574] : INFO : Epoch 1683 | loss: 0.0311699 | val_loss: 0.0311784 | Time: 1642 ms [2021-12-27 01:14:35 main:574] : INFO : Epoch 1684 | loss: 0.031169 | val_loss: 0.0311815 | Time: 1635.4 ms [2021-12-27 01:14:36 main:574] : INFO : Epoch 1685 | loss: 0.0311732 | val_loss: 0.0311895 | Time: 1646.57 ms [2021-12-27 01:14:38 main:574] : INFO : Epoch 1686 | loss: 0.0311727 | val_loss: 0.0311749 | Time: 1651.36 ms [2021-12-27 01:14:40 main:574] : INFO : Epoch 1687 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 1662.85 ms [2021-12-27 01:14:41 main:574] : INFO : Epoch 1688 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1662.8 ms [2021-12-27 01:14:43 main:574] : INFO : Epoch 1689 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 1658.63 ms [2021-12-27 01:14:45 main:574] : INFO : Epoch 1690 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1650.53 ms [2021-12-27 01:14:46 main:574] : INFO : Epoch 1691 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1649.5 ms [2021-12-27 01:14:48 main:574] : INFO : Epoch 1692 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 1644.56 ms [2021-12-27 01:14:50 main:574] : INFO : Epoch 1693 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 1647.78 ms [2021-12-27 01:14:51 main:574] : INFO : Epoch 1694 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 1637.42 ms [2021-12-27 01:14:53 main:574] : INFO : Epoch 1695 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 1640.02 ms [2021-12-27 01:14:55 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311923 | Time: 1654.29 ms [2021-12-27 01:14:56 main:574] : INFO : Epoch 1697 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 1645.42 ms [2021-12-27 01:14:58 main:574] : INFO : Epoch 1698 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 1652.24 ms [2021-12-27 01:15:00 main:574] : INFO : Epoch 1699 | loss: 0.0311672 | val_loss: 0.031175 | Time: 1631.09 ms [2021-12-27 01:15:01 main:574] : INFO : Epoch 1700 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 1633.1 ms [2021-12-27 01:15:03 main:574] : INFO : Epoch 1701 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1645.21 ms [2021-12-27 01:15:04 main:574] : INFO : Epoch 1702 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 1636.95 ms [2021-12-27 01:15:06 main:574] : INFO : Epoch 1703 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 1659.2 ms [2021-12-27 01:15:08 main:574] : INFO : Epoch 1704 | loss: 0.031169 | val_loss: 0.0311782 | Time: 1638.48 ms [2021-12-27 01:15:09 main:574] : INFO : Epoch 1705 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 1637.07 ms [2021-12-27 01:15:11 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1637.17 ms [2021-12-27 01:15:13 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 1624.7 ms [2021-12-27 01:15:14 main:574] : INFO : Epoch 1708 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1648.21 ms [2021-12-27 01:15:16 main:574] : INFO : Epoch 1709 | loss: 0.0311726 | val_loss: 0.03118 | Time: 1623.58 ms [2021-12-27 01:15:18 main:574] : INFO : Epoch 1710 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 1638.93 ms [2021-12-27 01:15:19 main:574] : INFO : Epoch 1711 | loss: 0.0311692 | val_loss: 0.031177 | Time: 1636.71 ms [2021-12-27 01:15:21 main:574] : INFO : Epoch 1712 | loss: 0.0311679 | val_loss: 0.031183 | Time: 1642.63 ms [2021-12-27 01:15:23 main:574] : INFO : Epoch 1713 | loss: 0.0311668 | val_loss: 0.031174 | Time: 1639.7 ms [2021-12-27 01:15:24 main:574] : INFO : Epoch 1714 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 1638.33 ms [2021-12-27 01:15:26 main:574] : INFO : Epoch 1715 | loss: 0.0311716 | val_loss: 0.031174 | Time: 1638.1 ms [2021-12-27 01:15:27 main:574] : INFO : Epoch 1716 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 1648.43 ms [2021-12-27 01:15:29 main:574] : INFO : Epoch 1717 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 1647.08 ms [2021-12-27 01:15:31 main:574] : INFO : Epoch 1718 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 1669 ms [2021-12-27 01:15:32 main:574] : INFO : Epoch 1719 | loss: 0.031171 | val_loss: 0.0311733 | Time: 1655.67 ms [2021-12-27 01:15:34 main:574] : INFO : Epoch 1720 | loss: 0.0311717 | val_loss: 0.0311717 | Time: 1647.59 ms [2021-12-27 01:15:36 main:574] : INFO : Epoch 1721 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 1626.08 ms [2021-12-27 01:15:37 main:574] : INFO : Epoch 1722 | loss: 0.0311702 | val_loss: 0.0311857 | Time: 1636.91 ms [2021-12-27 01:15:39 main:574] : INFO : Epoch 1723 | loss: 0.0311709 | val_loss: 0.031172 | Time: 1628.75 ms [2021-12-27 01:15:41 main:574] : INFO : Epoch 1724 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 1651.16 ms [2021-12-27 01:15:42 main:574] : INFO : Epoch 1725 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1629.92 ms [2021-12-27 01:15:44 main:574] : INFO : Epoch 1726 | loss: 0.0311693 | val_loss: 0.0311878 | Time: 1636.4 ms [2021-12-27 01:15:46 main:574] : INFO : Epoch 1727 | loss: 0.0311695 | val_loss: 0.0311727 | Time: 1640.91 ms [2021-12-27 01:15:47 main:574] : INFO : Epoch 1728 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 1644.23 ms [2021-12-27 01:15:49 main:574] : INFO : Epoch 1729 | loss: 0.031165 | val_loss: 0.0311727 | Time: 1651.73 ms [2021-12-27 01:15:50 main:574] : INFO : Epoch 1730 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1636.27 ms [2021-12-27 01:15:52 main:574] : INFO : Epoch 1731 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 1651.75 ms [2021-12-27 01:15:54 main:574] : INFO : Epoch 1732 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 1647.05 ms [2021-12-27 01:15:55 main:574] : INFO : Epoch 1733 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 1619.98 ms [2021-12-27 01:15:57 main:574] : INFO : Epoch 1734 | loss: 0.0311629 | val_loss: 0.0311727 | Time: 1632.79 ms [2021-12-27 01:15:59 main:574] : INFO : Epoch 1735 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 1645.22 ms [2021-12-27 01:16:00 main:574] : INFO : Epoch 1736 | loss: 0.0311642 | val_loss: 0.0311723 | Time: 1638.22 ms [2021-12-27 01:16:02 main:574] : INFO : Epoch 1737 | loss: 0.0311643 | val_loss: 0.0311798 | Time: 1644.57 ms [2021-12-27 01:16:04 main:574] : INFO : Epoch 1738 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 1639.24 ms [2021-12-27 01:16:05 main:574] : INFO : Epoch 1739 | loss: 0.0311716 | val_loss: 0.0311721 | Time: 1634.98 ms [2021-12-27 01:16:07 main:574] : INFO : Epoch 1740 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 1641.38 ms [2021-12-27 01:16:09 main:574] : INFO : Epoch 1741 | loss: 0.0311654 | val_loss: 0.0311829 | Time: 1652.32 ms [2021-12-27 01:16:10 main:574] : INFO : Epoch 1742 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 1643.82 ms [2021-12-27 01:16:12 main:574] : INFO : Epoch 1743 | loss: 0.0311667 | val_loss: 0.031172 | Time: 1647.48 ms [2021-12-27 01:16:14 main:574] : INFO : Epoch 1744 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1642.31 ms [2021-12-27 01:16:15 main:574] : INFO : Epoch 1745 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 1634.73 ms [2021-12-27 01:16:17 main:574] : INFO : Epoch 1746 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 1650.39 ms [2021-12-27 01:16:18 main:574] : INFO : Epoch 1747 | loss: 0.031167 | val_loss: 0.0311711 | Time: 1629.82 ms [2021-12-27 01:16:20 main:574] : INFO : Epoch 1748 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 1626.94 ms [2021-12-27 01:16:22 main:574] : INFO : Epoch 1749 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 1617.34 ms [2021-12-27 01:16:23 main:574] : INFO : Epoch 1750 | loss: 0.0311629 | val_loss: 0.0311839 | Time: 1638.14 ms [2021-12-27 01:16:25 main:574] : INFO : Epoch 1751 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 1644.35 ms [2021-12-27 01:16:27 main:574] : INFO : Epoch 1752 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 1645.7 ms [2021-12-27 01:16:28 main:574] : INFO : Epoch 1753 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1639 ms [2021-12-27 01:16:30 main:574] : INFO : Epoch 1754 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 1647.63 ms [2021-12-27 01:16:32 main:574] : INFO : Epoch 1755 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1639.81 ms [2021-12-27 01:16:33 main:574] : INFO : Epoch 1756 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 1631.55 ms [2021-12-27 01:16:35 main:574] : INFO : Epoch 1757 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 1645.99 ms [2021-12-27 01:16:36 main:574] : INFO : Epoch 1758 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 1641.21 ms [2021-12-27 01:16:38 main:574] : INFO : Epoch 1759 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 1627.12 ms [2021-12-27 01:16:40 main:574] : INFO : Epoch 1760 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 1633.93 ms [2021-12-27 01:16:41 main:574] : INFO : Epoch 1761 | loss: 0.031161 | val_loss: 0.0311724 | Time: 1632.9 ms [2021-12-27 01:16:43 main:574] : INFO : Epoch 1762 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 1638 ms [2021-12-27 01:16:45 main:574] : INFO : Epoch 1763 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 1644.33 ms [2021-12-27 01:16:46 main:574] : INFO : Epoch 1764 | loss: 0.0311611 | val_loss: 0.031179 | Time: 1619.56 ms [2021-12-27 01:16:48 main:574] : INFO : Epoch 1765 | loss: 0.0311633 | val_loss: 0.031172 | Time: 1643.11 ms [2021-12-27 01:16:50 main:574] : INFO : Epoch 1766 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 1660.26 ms [2021-12-27 01:16:51 main:574] : INFO : Epoch 1767 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 1645.44 ms [2021-12-27 01:16:53 main:574] : INFO : Epoch 1768 | loss: 0.0311636 | val_loss: 0.0311789 | Time: 1643.9 ms [2021-12-27 01:16:55 main:574] : INFO : Epoch 1769 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1639.1 ms [2021-12-27 01:16:56 main:574] : INFO : Epoch 1770 | loss: 0.0311668 | val_loss: 0.0311804 | Time: 1649.42 ms [2021-12-27 01:16:58 main:574] : INFO : Epoch 1771 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1639.92 ms [2021-12-27 01:16:59 main:574] : INFO : Epoch 1772 | loss: 0.031164 | val_loss: 0.0311733 | Time: 1655.28 ms [2021-12-27 01:17:01 main:574] : INFO : Epoch 1773 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 1632.68 ms [2021-12-27 01:17:03 main:574] : INFO : Epoch 1774 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 1640.11 ms [2021-12-27 01:17:04 main:574] : INFO : Epoch 1775 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 1612.97 ms [2021-12-27 01:17:06 main:574] : INFO : Epoch 1776 | loss: 0.0311835 | val_loss: 0.0311782 | Time: 1626.2 ms [2021-12-27 01:17:08 main:574] : INFO : Epoch 1777 | loss: 0.0311805 | val_loss: 0.0311741 | Time: 1639.47 ms [2021-12-27 01:17:09 main:574] : INFO : Epoch 1778 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 1640.68 ms [2021-12-27 01:17:11 main:574] : INFO : Epoch 1779 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 1657.91 ms [2021-12-27 01:17:13 main:574] : INFO : Epoch 1780 | loss: 0.0311684 | val_loss: 0.0311698 | Time: 1643.12 ms [2021-12-27 01:17:14 main:574] : INFO : Epoch 1781 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 1657.88 ms [2021-12-27 01:17:16 main:574] : INFO : Epoch 1782 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 1642.43 ms [2021-12-27 01:17:18 main:574] : INFO : Epoch 1783 | loss: 0.0311647 | val_loss: 0.031172 | Time: 1637.04 ms [2021-12-27 01:17:19 main:574] : INFO : Epoch 1784 | loss: 0.0311635 | val_loss: 0.0311772 | Time: 1649.63 ms [2021-12-27 01:17:21 main:574] : INFO : Epoch 1785 | loss: 0.0311693 | val_loss: 0.03118 | Time: 1643.44 ms [2021-12-27 01:17:23 main:574] : INFO : Epoch 1786 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1645.04 ms [2021-12-27 01:17:24 main:574] : INFO : Epoch 1787 | loss: 0.031166 | val_loss: 0.0311715 | Time: 1637.19 ms [2021-12-27 01:17:26 main:574] : INFO : Epoch 1788 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 1633.83 ms [2021-12-27 01:17:27 main:574] : INFO : Epoch 1789 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 1629.06 ms [2021-12-27 01:17:29 main:574] : INFO : Epoch 1790 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1624.55 ms [2021-12-27 01:17:31 main:574] : INFO : Epoch 1791 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 1639.45 ms [2021-12-27 01:17:32 main:574] : INFO : Epoch 1792 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1647.53 ms [2021-12-27 01:17:34 main:574] : INFO : Epoch 1793 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 1665.02 ms [2021-12-27 01:17:36 main:574] : INFO : Epoch 1794 | loss: 0.0311647 | val_loss: 0.0311919 | Time: 1650.52 ms [2021-12-27 01:17:37 main:574] : INFO : Epoch 1795 | loss: 0.0330669 | val_loss: 0.049508 | Time: 1639.82 ms [2021-12-27 01:17:39 main:574] : INFO : Epoch 1796 | loss: 0.0352455 | val_loss: 0.0320006 | Time: 1646 ms [2021-12-27 01:17:41 main:574] : INFO : Epoch 1797 | loss: 0.031613 | val_loss: 0.0313713 | Time: 1625.81 ms [2021-12-27 01:17:42 main:574] : INFO : Epoch 1798 | loss: 0.0313119 | val_loss: 0.0312783 | Time: 1627.91 ms [2021-12-27 01:17:44 main:574] : INFO : Epoch 1799 | loss: 0.0312618 | val_loss: 0.0312545 | Time: 1644.99 ms [2021-12-27 01:17:46 main:574] : INFO : Epoch 1800 | loss: 0.0312518 | val_loss: 0.03125 | Time: 1642.03 ms [2021-12-27 01:17:47 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1639.27 ms [2021-12-27 01:17:49 main:574] : INFO : Epoch 1802 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1637.87 ms [2021-12-27 01:17:50 main:574] : INFO : Epoch 1803 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1636.71 ms [2021-12-27 01:17:52 main:574] : INFO : Epoch 1804 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1652.77 ms [2021-12-27 01:17:54 main:574] : INFO : Epoch 1805 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1654.41 ms [2021-12-27 01:17:55 main:574] : INFO : Epoch 1806 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1649.39 ms [2021-12-27 01:17:57 main:574] : INFO : Epoch 1807 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1639.75 ms [2021-12-27 01:17:59 main:574] : INFO : Epoch 1808 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 1634.24 ms [2021-12-27 01:18:00 main:574] : INFO : Epoch 1809 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1619.91 ms [2021-12-27 01:18:02 main:574] : INFO : Epoch 1810 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1629.02 ms [2021-12-27 01:18:04 main:574] : INFO : Epoch 1811 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 1639 ms [2021-12-27 01:18:05 main:574] : INFO : Epoch 1812 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1643.37 ms [2021-12-27 01:18:07 main:574] : INFO : Epoch 1813 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 1659.3 ms [2021-12-27 01:18:09 main:574] : INFO : Epoch 1814 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1635 ms [2021-12-27 01:18:10 main:574] : INFO : Epoch 1815 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1641.39 ms [2021-12-27 01:18:12 main:574] : INFO : Epoch 1816 | loss: 0.0312439 | val_loss: 0.031243 | Time: 1637.68 ms [2021-12-27 01:18:13 main:574] : INFO : Epoch 1817 | loss: 0.031243 | val_loss: 0.0312443 | Time: 1637.14 ms [2021-12-27 01:18:15 main:574] : INFO : Epoch 1818 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 1640.66 ms [2021-12-27 01:18:17 main:574] : INFO : Epoch 1819 | loss: 0.0312427 | val_loss: 0.0312414 | Time: 1631.95 ms [2021-12-27 01:18:18 main:574] : INFO : Epoch 1820 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 1638.53 ms [2021-12-27 01:18:20 main:574] : INFO : Epoch 1821 | loss: 0.0312409 | val_loss: 0.0312406 | Time: 1653.42 ms [2021-12-27 01:18:22 main:574] : INFO : Epoch 1822 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 1641.83 ms [2021-12-27 01:18:23 main:574] : INFO : Epoch 1823 | loss: 0.0312395 | val_loss: 0.0312387 | Time: 1626.53 ms [2021-12-27 01:18:25 main:574] : INFO : Epoch 1824 | loss: 0.0312382 | val_loss: 0.03124 | Time: 1634.78 ms [2021-12-27 01:18:27 main:574] : INFO : Epoch 1825 | loss: 0.0312407 | val_loss: 0.0312413 | Time: 1634.41 ms [2021-12-27 01:18:28 main:574] : INFO : Epoch 1826 | loss: 0.031239 | val_loss: 0.0312383 | Time: 1631.07 ms [2021-12-27 01:18:30 main:574] : INFO : Epoch 1827 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 1622.08 ms [2021-12-27 01:18:31 main:574] : INFO : Epoch 1828 | loss: 0.0312354 | val_loss: 0.0312333 | Time: 1641.81 ms [2021-12-27 01:18:33 main:574] : INFO : Epoch 1829 | loss: 0.0312347 | val_loss: 0.031232 | Time: 1633.81 ms [2021-12-27 01:18:35 main:574] : INFO : Epoch 1830 | loss: 0.031234 | val_loss: 0.0312345 | Time: 1644.91 ms [2021-12-27 01:18:36 main:574] : INFO : Epoch 1831 | loss: 0.0312377 | val_loss: 0.0312338 | Time: 1641.47 ms [2021-12-27 01:18:38 main:574] : INFO : Epoch 1832 | loss: 0.0312339 | val_loss: 0.0312371 | Time: 1644.13 ms [2021-12-27 01:18:40 main:574] : INFO : Epoch 1833 | loss: 0.0312418 | val_loss: 0.031243 | Time: 1646.73 ms [2021-12-27 01:18:41 main:574] : INFO : Epoch 1834 | loss: 0.0312405 | val_loss: 0.0312378 | Time: 1639.08 ms [2021-12-27 01:18:43 main:574] : INFO : Epoch 1835 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 1644.4 ms [2021-12-27 01:18:45 main:574] : INFO : Epoch 1836 | loss: 0.0312391 | val_loss: 0.0312367 | Time: 1638.19 ms [2021-12-27 01:18:46 main:574] : INFO : Epoch 1837 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 1644.36 ms [2021-12-27 01:18:48 main:574] : INFO : Epoch 1838 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1654.35 ms [2021-12-27 01:18:50 main:574] : INFO : Epoch 1839 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 1633.39 ms [2021-12-27 01:18:51 main:574] : INFO : Epoch 1840 | loss: 0.0312384 | val_loss: 0.0312365 | Time: 1630.97 ms [2021-12-27 01:18:53 main:574] : INFO : Epoch 1841 | loss: 0.031239 | val_loss: 0.0312357 | Time: 1637.81 ms [2021-12-27 01:18:54 main:574] : INFO : Epoch 1842 | loss: 0.0312374 | val_loss: 0.0312372 | Time: 1630.2 ms [2021-12-27 01:18:56 main:574] : INFO : Epoch 1843 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 1641.12 ms [2021-12-27 01:18:58 main:574] : INFO : Epoch 1844 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 1643.23 ms [2021-12-27 01:18:59 main:574] : INFO : Epoch 1845 | loss: 0.031238 | val_loss: 0.0312421 | Time: 1635.23 ms [2021-12-27 01:19:01 main:574] : INFO : Epoch 1846 | loss: 0.0312377 | val_loss: 0.0312343 | Time: 1652.65 ms [2021-12-27 01:19:03 main:574] : INFO : Epoch 1847 | loss: 0.0312356 | val_loss: 0.0312344 | Time: 1654.02 ms [2021-12-27 01:19:04 main:574] : INFO : Epoch 1848 | loss: 0.0312365 | val_loss: 0.0312376 | Time: 1642.69 ms [2021-12-27 01:19:06 main:574] : INFO : Epoch 1849 | loss: 0.031237 | val_loss: 0.031236 | Time: 1640.08 ms [2021-12-27 01:19:08 main:574] : INFO : Epoch 1850 | loss: 0.0312385 | val_loss: 0.0312346 | Time: 1642.12 ms [2021-12-27 01:19:09 main:574] : INFO : Epoch 1851 | loss: 0.0312372 | val_loss: 0.0312374 | Time: 1628.84 ms [2021-12-27 01:19:11 main:574] : INFO : Epoch 1852 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 1636.73 ms [2021-12-27 01:19:13 main:574] : INFO : Epoch 1853 | loss: 0.0312355 | val_loss: 0.0312339 | Time: 1641.17 ms [2021-12-27 01:19:14 main:574] : INFO : Epoch 1854 | loss: 0.0312354 | val_loss: 0.031234 | Time: 1640.24 ms [2021-12-27 01:19:16 main:574] : INFO : Epoch 1855 | loss: 0.031237 | val_loss: 0.0312339 | Time: 1645.77 ms [2021-12-27 01:19:18 main:574] : INFO : Epoch 1856 | loss: 0.0312368 | val_loss: 0.0312495 | Time: 1643.49 ms [2021-12-27 01:19:19 main:574] : INFO : Epoch 1857 | loss: 0.0312369 | val_loss: 0.0312339 | Time: 1645.35 ms [2021-12-27 01:19:21 main:574] : INFO : Epoch 1858 | loss: 0.0312348 | val_loss: 0.0312353 | Time: 1650.03 ms [2021-12-27 01:19:22 main:574] : INFO : Epoch 1859 | loss: 0.0312363 | val_loss: 0.0312339 | Time: 1658.98 ms [2021-12-27 01:19:24 main:574] : INFO : Epoch 1860 | loss: 0.0312371 | val_loss: 0.0312362 | Time: 1649.68 ms [2021-12-27 01:19:26 main:574] : INFO : Epoch 1861 | loss: 0.0312384 | val_loss: 0.0312342 | Time: 1641.67 ms [2021-12-27 01:19:27 main:574] : INFO : Epoch 1862 | loss: 0.0312373 | val_loss: 0.0312354 | Time: 1652.61 ms [2021-12-27 01:19:29 main:574] : INFO : Epoch 1863 | loss: 0.031239 | val_loss: 0.0312339 | Time: 1644.19 ms [2021-12-27 01:19:31 main:574] : INFO : Epoch 1864 | loss: 0.0312344 | val_loss: 0.0312345 | Time: 1656.4 ms [2021-12-27 01:19:32 main:574] : INFO : Epoch 1865 | loss: 0.031235 | val_loss: 0.0312333 | Time: 1638.68 ms [2021-12-27 01:19:34 main:574] : INFO : Epoch 1866 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 1651.75 ms [2021-12-27 01:19:36 main:574] : INFO : Epoch 1867 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 1635 ms [2021-12-27 01:19:37 main:574] : INFO : Epoch 1868 | loss: 0.0312388 | val_loss: 0.0312445 | Time: 1634.6 ms [2021-12-27 01:19:39 main:574] : INFO : Epoch 1869 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 1652.19 ms [2021-12-27 01:19:41 main:574] : INFO : Epoch 1870 | loss: 0.0312359 | val_loss: 0.0312335 | Time: 1652.31 ms [2021-12-27 01:19:42 main:574] : INFO : Epoch 1871 | loss: 0.031234 | val_loss: 0.031235 | Time: 1636.41 ms [2021-12-27 01:19:44 main:574] : INFO : Epoch 1872 | loss: 0.0312338 | val_loss: 0.0312327 | Time: 1634.13 ms [2021-12-27 01:19:46 main:574] : INFO : Epoch 1873 | loss: 0.0312344 | val_loss: 0.0312341 | Time: 1652.21 ms [2021-12-27 01:19:47 main:574] : INFO : Epoch 1874 | loss: 0.031234 | val_loss: 0.0312323 | Time: 1627.78 ms [2021-12-27 01:19:49 main:574] : INFO : Epoch 1875 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 1648.13 ms [2021-12-27 01:19:50 main:574] : INFO : Epoch 1876 | loss: 0.0312324 | val_loss: 0.0312332 | Time: 1654.08 ms [2021-12-27 01:19:52 main:574] : INFO : Epoch 1877 | loss: 0.031233 | val_loss: 0.0312412 | Time: 1625.48 ms [2021-12-27 01:19:54 main:574] : INFO : Epoch 1878 | loss: 0.0312361 | val_loss: 0.0312323 | Time: 1637.66 ms [2021-12-27 01:19:55 main:574] : INFO : Epoch 1879 | loss: 0.0312346 | val_loss: 0.0312334 | Time: 1626.12 ms [2021-12-27 01:19:57 main:574] : INFO : Epoch 1880 | loss: 0.0312323 | val_loss: 0.0312329 | Time: 1634.67 ms [2021-12-27 01:19:59 main:574] : INFO : Epoch 1881 | loss: 0.0312353 | val_loss: 0.0312345 | Time: 1632.97 ms [2021-12-27 01:20:00 main:574] : INFO : Epoch 1882 | loss: 0.0312342 | val_loss: 0.0312315 | Time: 1643.95 ms [2021-12-27 01:20:02 main:574] : INFO : Epoch 1883 | loss: 0.0312314 | val_loss: 0.0312313 | Time: 1656.99 ms [2021-12-27 01:20:04 main:574] : INFO : Epoch 1884 | loss: 0.0312325 | val_loss: 0.0312362 | Time: 1649.53 ms [2021-12-27 01:20:05 main:574] : INFO : Epoch 1885 | loss: 0.0312391 | val_loss: 0.0312325 | Time: 1641.92 ms [2021-12-27 01:20:07 main:574] : INFO : Epoch 1886 | loss: 0.0312354 | val_loss: 0.0312341 | Time: 1645.62 ms [2021-12-27 01:20:09 main:574] : INFO : Epoch 1887 | loss: 0.0312402 | val_loss: 0.0312364 | Time: 1621.88 ms [2021-12-27 01:20:10 main:574] : INFO : Epoch 1888 | loss: 0.0312386 | val_loss: 0.0312386 | Time: 1624.09 ms [2021-12-27 01:20:12 main:574] : INFO : Epoch 1889 | loss: 0.0312352 | val_loss: 0.0312324 | Time: 1643.88 ms [2021-12-27 01:20:13 main:574] : INFO : Epoch 1890 | loss: 0.0312342 | val_loss: 0.031232 | Time: 1640.92 ms [2021-12-27 01:20:15 main:574] : INFO : Epoch 1891 | loss: 0.0312321 | val_loss: 0.0312377 | Time: 1631.54 ms [2021-12-27 01:20:17 main:574] : INFO : Epoch 1892 | loss: 0.0312383 | val_loss: 0.0312366 | Time: 1635.45 ms [2021-12-27 01:20:18 main:574] : INFO : Epoch 1893 | loss: 0.0312427 | val_loss: 0.0312399 | Time: 1646.17 ms [2021-12-27 01:20:20 main:574] : INFO : Epoch 1894 | loss: 0.031236 | val_loss: 0.0312325 | Time: 1651.11 ms [2021-12-27 01:20:22 main:574] : INFO : Epoch 1895 | loss: 0.0312327 | val_loss: 0.0312319 | Time: 1651.31 ms [2021-12-27 01:20:23 main:574] : INFO : Epoch 1896 | loss: 0.0312344 | val_loss: 0.0312366 | Time: 1651.32 ms [2021-12-27 01:20:25 main:574] : INFO : Epoch 1897 | loss: 0.0312392 | val_loss: 0.0312352 | Time: 1637.4 ms [2021-12-27 01:20:27 main:574] : INFO : Epoch 1898 | loss: 0.0312384 | val_loss: 0.0312348 | Time: 1639.69 ms [2021-12-27 01:20:28 main:574] : INFO : Epoch 1899 | loss: 0.0312383 | val_loss: 0.0312347 | Time: 1637.62 ms [2021-12-27 01:20:30 main:574] : INFO : Epoch 1900 | loss: 0.0312382 | val_loss: 0.0312354 | Time: 1631.87 ms [2021-12-27 01:20:32 main:574] : INFO : Epoch 1901 | loss: 0.0312376 | val_loss: 0.0312347 | Time: 1652.51 ms [2021-12-27 01:20:33 main:574] : INFO : Epoch 1902 | loss: 0.0312374 | val_loss: 0.0312362 | Time: 1635.94 ms [2021-12-27 01:20:35 main:574] : INFO : Epoch 1903 | loss: 0.031237 | val_loss: 0.0312336 | Time: 1635.8 ms [2021-12-27 01:20:36 main:574] : INFO : Epoch 1904 | loss: 0.0312368 | val_loss: 0.0312334 | Time: 1640.62 ms [2021-12-27 01:20:38 main:574] : INFO : Epoch 1905 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 1637.2 ms [2021-12-27 01:20:40 main:574] : INFO : Epoch 1906 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 1630.86 ms [2021-12-27 01:20:41 main:574] : INFO : Epoch 1907 | loss: 0.0312405 | val_loss: 0.0312376 | Time: 1635.78 ms [2021-12-27 01:20:43 main:574] : INFO : Epoch 1908 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 1638.99 ms [2021-12-27 01:20:45 main:574] : INFO : Epoch 1909 | loss: 0.0312363 | val_loss: 0.0312337 | Time: 1640.52 ms [2021-12-27 01:20:46 main:574] : INFO : Epoch 1910 | loss: 0.0312348 | val_loss: 0.0312331 | Time: 1655.68 ms [2021-12-27 01:20:48 main:574] : INFO : Epoch 1911 | loss: 0.0312344 | val_loss: 0.0312336 | Time: 1641.02 ms [2021-12-27 01:20:50 main:574] : INFO : Epoch 1912 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 1640.36 ms [2021-12-27 01:20:51 main:574] : INFO : Epoch 1913 | loss: 0.0312337 | val_loss: 0.0312324 | Time: 1636.99 ms [2021-12-27 01:20:53 main:574] : INFO : Epoch 1914 | loss: 0.0312333 | val_loss: 0.0312308 | Time: 1634.97 ms [2021-12-27 01:20:55 main:574] : INFO : Epoch 1915 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 1636.31 ms [2021-12-27 01:20:56 main:574] : INFO : Epoch 1916 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 1644.31 ms [2021-12-27 01:20:58 main:574] : INFO : Epoch 1917 | loss: 0.0312337 | val_loss: 0.031232 | Time: 1641.94 ms [2021-12-27 01:20:59 main:574] : INFO : Epoch 1918 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 1631.26 ms [2021-12-27 01:21:01 main:574] : INFO : Epoch 1919 | loss: 0.0312324 | val_loss: 0.0312306 | Time: 1640 ms [2021-12-27 01:21:03 main:574] : INFO : Epoch 1920 | loss: 0.0312344 | val_loss: 0.0312298 | Time: 1649.03 ms [2021-12-27 01:21:04 main:574] : INFO : Epoch 1921 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 1646.07 ms [2021-12-27 01:21:06 main:574] : INFO : Epoch 1922 | loss: 0.0312328 | val_loss: 0.03123 | Time: 1646.65 ms [2021-12-27 01:21:08 main:574] : INFO : Epoch 1923 | loss: 0.0312321 | val_loss: 0.0312302 | Time: 1639.19 ms [2021-12-27 01:21:09 main:574] : INFO : Epoch 1924 | loss: 0.0312356 | val_loss: 0.0312311 | Time: 1627.04 ms [2021-12-27 01:21:11 main:574] : INFO : Epoch 1925 | loss: 0.0312342 | val_loss: 0.0312384 | Time: 1636.07 ms [2021-12-27 01:21:13 main:574] : INFO : Epoch 1926 | loss: 0.0312349 | val_loss: 0.0312347 | Time: 1639.26 ms [2021-12-27 01:21:14 main:574] : INFO : Epoch 1927 | loss: 0.0312364 | val_loss: 0.0312448 | Time: 1643.49 ms [2021-12-27 01:21:16 main:574] : INFO : Epoch 1928 | loss: 0.0312356 | val_loss: 0.0312397 | Time: 1622.85 ms [2021-12-27 01:21:18 main:574] : INFO : Epoch 1929 | loss: 0.0312343 | val_loss: 0.0312333 | Time: 1646.68 ms [2021-12-27 01:21:19 main:574] : INFO : Epoch 1930 | loss: 0.0312354 | val_loss: 0.031233 | Time: 1646.69 ms [2021-12-27 01:21:21 main:574] : INFO : Epoch 1931 | loss: 0.0312335 | val_loss: 0.0312326 | Time: 1638.01 ms [2021-12-27 01:21:22 main:574] : INFO : Epoch 1932 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 1637.24 ms [2021-12-27 01:21:24 main:574] : INFO : Epoch 1933 | loss: 0.0312339 | val_loss: 0.0312323 | Time: 1648.95 ms [2021-12-27 01:21:26 main:574] : INFO : Epoch 1934 | loss: 0.0312381 | val_loss: 0.0312303 | Time: 1646.52 ms [2021-12-27 01:21:27 main:574] : INFO : Epoch 1935 | loss: 0.0312361 | val_loss: 0.0312305 | Time: 1648.85 ms [2021-12-27 01:21:29 main:574] : INFO : Epoch 1936 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 1636.98 ms [2021-12-27 01:21:31 main:574] : INFO : Epoch 1937 | loss: 0.0312341 | val_loss: 0.0312394 | Time: 1637.46 ms [2021-12-27 01:21:32 main:574] : INFO : Epoch 1938 | loss: 0.0312381 | val_loss: 0.0312345 | Time: 1652.36 ms [2021-12-27 01:21:34 main:574] : INFO : Epoch 1939 | loss: 0.0312347 | val_loss: 0.0312405 | Time: 1647.26 ms [2021-12-27 01:21:36 main:574] : INFO : Epoch 1940 | loss: 0.0312377 | val_loss: 0.0312333 | Time: 1641.57 ms [2021-12-27 01:21:37 main:574] : INFO : Epoch 1941 | loss: 0.0312332 | val_loss: 0.0312318 | Time: 1640.91 ms [2021-12-27 01:21:39 main:574] : INFO : Epoch 1942 | loss: 0.0312333 | val_loss: 0.0312335 | Time: 1646.03 ms [2021-12-27 01:21:41 main:574] : INFO : Epoch 1943 | loss: 0.0312342 | val_loss: 0.0312295 | Time: 1643.97 ms [2021-12-27 01:21:42 main:574] : INFO : Epoch 1944 | loss: 0.0312335 | val_loss: 0.031231 | Time: 1644.02 ms [2021-12-27 01:21:44 main:574] : INFO : Epoch 1945 | loss: 0.03123 | val_loss: 0.0312295 | Time: 1636.61 ms [2021-12-27 01:21:46 main:574] : INFO : Epoch 1946 | loss: 0.03123 | val_loss: 0.0312294 | Time: 1625.36 ms [2021-12-27 01:21:47 main:574] : INFO : Epoch 1947 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 1655.43 ms [2021-12-27 01:21:49 main:574] : INFO : Epoch 1948 | loss: 0.0312292 | val_loss: 0.0312288 | Time: 1649.67 ms [2021-12-27 01:21:50 main:574] : INFO : Epoch 1949 | loss: 0.0312289 | val_loss: 0.031243 | Time: 1650.47 ms [2021-12-27 01:21:52 main:574] : INFO : Epoch 1950 | loss: 0.0312301 | val_loss: 0.0312276 | Time: 1636.78 ms [2021-12-27 01:21:54 main:574] : INFO : Epoch 1951 | loss: 0.0312336 | val_loss: 0.03123 | Time: 1645.62 ms [2021-12-27 01:21:55 main:574] : INFO : Epoch 1952 | loss: 0.0312327 | val_loss: 0.0312294 | Time: 1637.38 ms [2021-12-27 01:21:57 main:574] : INFO : Epoch 1953 | loss: 0.0312313 | val_loss: 0.0312308 | Time: 1646.38 ms [2021-12-27 01:21:59 main:574] : INFO : Epoch 1954 | loss: 0.0312303 | val_loss: 0.0312295 | Time: 1649.13 ms [2021-12-27 01:22:00 main:574] : INFO : Epoch 1955 | loss: 0.0312304 | val_loss: 0.0312299 | Time: 1644.28 ms [2021-12-27 01:22:02 main:574] : INFO : Epoch 1956 | loss: 0.0312314 | val_loss: 0.031233 | Time: 1648.32 ms [2021-12-27 01:22:04 main:574] : INFO : Epoch 1957 | loss: 0.0312344 | val_loss: 0.0312466 | Time: 1651.65 ms [2021-12-27 01:22:05 main:574] : INFO : Epoch 1958 | loss: 0.0312346 | val_loss: 0.0312348 | Time: 1658.09 ms [2021-12-27 01:22:07 main:574] : INFO : Epoch 1959 | loss: 0.0312295 | val_loss: 0.031228 | Time: 1652.16 ms [2021-12-27 01:22:09 main:574] : INFO : Epoch 1960 | loss: 0.031229 | val_loss: 0.0312268 | Time: 1635.56 ms [2021-12-27 01:22:10 main:574] : INFO : Epoch 1961 | loss: 0.0312297 | val_loss: 0.0312275 | Time: 1636.4 ms [2021-12-27 01:22:12 main:574] : INFO : Epoch 1962 | loss: 0.0312341 | val_loss: 0.0312283 | Time: 1641.64 ms [2021-12-27 01:22:14 main:574] : INFO : Epoch 1963 | loss: 0.031229 | val_loss: 0.0312276 | Time: 1634.39 ms [2021-12-27 01:22:15 main:574] : INFO : Epoch 1964 | loss: 0.0312277 | val_loss: 0.0312272 | Time: 1650.21 ms [2021-12-27 01:22:17 main:574] : INFO : Epoch 1965 | loss: 0.031228 | val_loss: 0.0312365 | Time: 1633.42 ms [2021-12-27 01:22:18 main:574] : INFO : Epoch 1966 | loss: 0.0312305 | val_loss: 0.0312282 | Time: 1643.47 ms [2021-12-27 01:22:20 main:574] : INFO : Epoch 1967 | loss: 0.0312312 | val_loss: 0.0312271 | Time: 1646.82 ms [2021-12-27 01:22:22 main:574] : INFO : Epoch 1968 | loss: 0.0312295 | val_loss: 0.0312311 | Time: 1644.05 ms [2021-12-27 01:22:23 main:574] : INFO : Epoch 1969 | loss: 0.0312318 | val_loss: 0.031228 | Time: 1650.05 ms [2021-12-27 01:22:25 main:574] : INFO : Epoch 1970 | loss: 0.0312282 | val_loss: 0.0312267 | Time: 1631.76 ms [2021-12-27 01:22:27 main:574] : INFO : Epoch 1971 | loss: 0.031229 | val_loss: 0.0312317 | Time: 1636.86 ms [2021-12-27 01:22:28 main:574] : INFO : Epoch 1972 | loss: 0.0312281 | val_loss: 0.0312289 | Time: 1639.55 ms [2021-12-27 01:22:30 main:574] : INFO : Epoch 1973 | loss: 0.0312301 | val_loss: 0.031236 | Time: 1645.26 ms [2021-12-27 01:22:32 main:574] : INFO : Epoch 1974 | loss: 0.0312327 | val_loss: 0.0312297 | Time: 1640.88 ms [2021-12-27 01:22:33 main:574] : INFO : Epoch 1975 | loss: 0.0312291 | val_loss: 0.0312296 | Time: 1648.72 ms [2021-12-27 01:22:35 main:574] : INFO : Epoch 1976 | loss: 0.0312299 | val_loss: 0.031226 | Time: 1627.07 ms [2021-12-27 01:22:37 main:574] : INFO : Epoch 1977 | loss: 0.0312281 | val_loss: 0.0312414 | Time: 1632.45 ms [2021-12-27 01:22:38 main:574] : INFO : Epoch 1978 | loss: 0.0312347 | val_loss: 0.0312276 | Time: 1641.95 ms [2021-12-27 01:22:40 main:574] : INFO : Epoch 1979 | loss: 0.031233 | val_loss: 0.0312281 | Time: 1638.46 ms [2021-12-27 01:22:41 main:574] : INFO : Epoch 1980 | loss: 0.0312316 | val_loss: 0.0312353 | Time: 1654.58 ms [2021-12-27 01:22:43 main:574] : INFO : Epoch 1981 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 1645.79 ms [2021-12-27 01:22:45 main:574] : INFO : Epoch 1982 | loss: 0.0312291 | val_loss: 0.0312397 | Time: 1642.06 ms [2021-12-27 01:22:46 main:574] : INFO : Epoch 1983 | loss: 0.0312345 | val_loss: 0.0312292 | Time: 1653.23 ms [2021-12-27 01:22:48 main:574] : INFO : Epoch 1984 | loss: 0.0312298 | val_loss: 0.0312303 | Time: 1642.09 ms [2021-12-27 01:22:50 main:574] : INFO : Epoch 1985 | loss: 0.0312283 | val_loss: 0.0312259 | Time: 1643.87 ms [2021-12-27 01:22:51 main:574] : INFO : Epoch 1986 | loss: 0.0312259 | val_loss: 0.0312277 | Time: 1659.98 ms [2021-12-27 01:22:53 main:574] : INFO : Epoch 1987 | loss: 0.031227 | val_loss: 0.0312348 | Time: 1638.02 ms [2021-12-27 01:22:55 main:574] : INFO : Epoch 1988 | loss: 0.031226 | val_loss: 0.0312325 | Time: 1638.19 ms [2021-12-27 01:22:56 main:574] : INFO : Epoch 1989 | loss: 0.0312279 | val_loss: 0.0312257 | Time: 1644 ms [2021-12-27 01:22:58 main:574] : INFO : Epoch 1990 | loss: 0.0312264 | val_loss: 0.0312251 | Time: 1670.59 ms [2021-12-27 01:23:00 main:574] : INFO : Epoch 1991 | loss: 0.0312262 | val_loss: 0.0312249 | Time: 1644.76 ms [2021-12-27 01:23:01 main:574] : INFO : Epoch 1992 | loss: 0.0312341 | val_loss: 0.0312287 | Time: 1660.78 ms [2021-12-27 01:23:03 main:574] : INFO : Epoch 1993 | loss: 0.0312285 | val_loss: 0.0312319 | Time: 1647.41 ms [2021-12-27 01:23:05 main:574] : INFO : Epoch 1994 | loss: 0.0312358 | val_loss: 0.0312299 | Time: 1638.12 ms [2021-12-27 01:23:06 main:574] : INFO : Epoch 1995 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 1643.9 ms [2021-12-27 01:23:08 main:574] : INFO : Epoch 1996 | loss: 0.0312322 | val_loss: 0.0312321 | Time: 1652.51 ms [2021-12-27 01:23:10 main:574] : INFO : Epoch 1997 | loss: 0.0312275 | val_loss: 0.0312254 | Time: 1641.84 ms [2021-12-27 01:23:11 main:574] : INFO : Epoch 1998 | loss: 0.0312271 | val_loss: 0.0312332 | Time: 1674.12 ms [2021-12-27 01:23:13 main:574] : INFO : Epoch 1999 | loss: 0.0312301 | val_loss: 0.0312286 | Time: 1649.2 ms [2021-12-27 01:23:15 main:574] : INFO : Epoch 2000 | loss: 0.0312259 | val_loss: 0.0312279 | Time: 1664.44 ms [2021-12-27 01:23:16 main:574] : INFO : Epoch 2001 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1646.27 ms [2021-12-27 01:23:18 main:574] : INFO : Epoch 2002 | loss: 0.0312296 | val_loss: 0.0312383 | Time: 1642.95 ms [2021-12-27 01:23:19 main:574] : INFO : Epoch 2003 | loss: 0.031231 | val_loss: 0.0312274 | Time: 1656.15 ms [2021-12-27 01:23:21 main:574] : INFO : Epoch 2004 | loss: 0.0312258 | val_loss: 0.0312257 | Time: 1639.73 ms [2021-12-27 01:23:23 main:574] : INFO : Epoch 2005 | loss: 0.0312265 | val_loss: 0.0312433 | Time: 1660.93 ms [2021-12-27 01:23:24 main:574] : INFO : Epoch 2006 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 1630.4 ms [2021-12-27 01:23:26 main:574] : INFO : Epoch 2007 | loss: 0.0312286 | val_loss: 0.0312319 | Time: 1640.56 ms [2021-12-27 01:23:28 main:574] : INFO : Epoch 2008 | loss: 0.0312263 | val_loss: 0.0312277 | Time: 1649.95 ms [2021-12-27 01:23:29 main:574] : INFO : Epoch 2009 | loss: 0.0312275 | val_loss: 0.0312269 | Time: 1635.29 ms [2021-12-27 01:23:31 main:574] : INFO : Epoch 2010 | loss: 0.031226 | val_loss: 0.0312256 | Time: 1649.65 ms [2021-12-27 01:23:33 main:574] : INFO : Epoch 2011 | loss: 0.0312254 | val_loss: 0.0312291 | Time: 1659.89 ms [2021-12-27 01:23:34 main:574] : INFO : Epoch 2012 | loss: 0.0312267 | val_loss: 0.0312288 | Time: 1643.1 ms [2021-12-27 01:23:36 main:574] : INFO : Epoch 2013 | loss: 0.0312279 | val_loss: 0.031225 | Time: 1635.04 ms [2021-12-27 01:23:38 main:574] : INFO : Epoch 2014 | loss: 0.0312262 | val_loss: 0.0312387 | Time: 1627.03 ms [2021-12-27 01:23:39 main:574] : INFO : Epoch 2015 | loss: 0.0312323 | val_loss: 0.0312379 | Time: 1643.15 ms [2021-12-27 01:23:41 main:574] : INFO : Epoch 2016 | loss: 0.0312283 | val_loss: 0.0312263 | Time: 1629.42 ms [2021-12-27 01:23:43 main:574] : INFO : Epoch 2017 | loss: 0.0312258 | val_loss: 0.0312288 | Time: 1641.6 ms [2021-12-27 01:23:44 main:574] : INFO : Epoch 2018 | loss: 0.0312259 | val_loss: 0.031224 | Time: 1637.19 ms [2021-12-27 01:23:46 main:574] : INFO : Epoch 2019 | loss: 0.0312249 | val_loss: 0.0312252 | Time: 1636.23 ms [2021-12-27 01:23:47 main:574] : INFO : Epoch 2020 | loss: 0.0312252 | val_loss: 0.0312287 | Time: 1628.46 ms [2021-12-27 01:23:49 main:574] : INFO : Epoch 2021 | loss: 0.031225 | val_loss: 0.0312248 | Time: 1642.65 ms [2021-12-27 01:23:51 main:574] : INFO : Epoch 2022 | loss: 0.031226 | val_loss: 0.0312244 | Time: 1643.27 ms [2021-12-27 01:23:52 main:574] : INFO : Epoch 2023 | loss: 0.0312246 | val_loss: 0.0312297 | Time: 1635.95 ms [2021-12-27 01:23:54 main:574] : INFO : Epoch 2024 | loss: 0.0312272 | val_loss: 0.0312245 | Time: 1639.37 ms [2021-12-27 01:23:56 main:574] : INFO : Epoch 2025 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 1652.26 ms [2021-12-27 01:23:57 main:574] : INFO : Epoch 2026 | loss: 0.0312235 | val_loss: 0.0312321 | Time: 1638.45 ms [2021-12-27 01:23:59 main:574] : INFO : Epoch 2027 | loss: 0.0312241 | val_loss: 0.0312233 | Time: 1638.65 ms [2021-12-27 01:24:01 main:574] : INFO : Epoch 2028 | loss: 0.0312283 | val_loss: 0.0312251 | Time: 1645.96 ms [2021-12-27 01:24:02 main:574] : INFO : Epoch 2029 | loss: 0.0312253 | val_loss: 0.0312417 | Time: 1651.19 ms [2021-12-27 01:24:04 main:574] : INFO : Epoch 2030 | loss: 0.031233 | val_loss: 0.0312286 | Time: 1637.71 ms [2021-12-27 01:24:06 main:574] : INFO : Epoch 2031 | loss: 0.0312254 | val_loss: 0.031224 | Time: 1637.3 ms [2021-12-27 01:24:07 main:574] : INFO : Epoch 2032 | loss: 0.0312257 | val_loss: 0.0312383 | Time: 1653.67 ms [2021-12-27 01:24:09 main:574] : INFO : Epoch 2033 | loss: 0.0312285 | val_loss: 0.0312302 | Time: 1648.53 ms [2021-12-27 01:24:10 main:574] : INFO : Epoch 2034 | loss: 0.0312256 | val_loss: 0.0312298 | Time: 1642.97 ms [2021-12-27 01:24:12 main:574] : INFO : Epoch 2035 | loss: 0.0312279 | val_loss: 0.031225 | Time: 1646.36 ms [2021-12-27 01:24:14 main:574] : INFO : Epoch 2036 | loss: 0.0312249 | val_loss: 0.0312295 | Time: 1649.72 ms [2021-12-27 01:24:15 main:574] : INFO : Epoch 2037 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 1644.2 ms [2021-12-27 01:24:17 main:574] : INFO : Epoch 2038 | loss: 0.0312235 | val_loss: 0.0312247 | Time: 1634.98 ms [2021-12-27 01:24:19 main:574] : INFO : Epoch 2039 | loss: 0.0312243 | val_loss: 0.0312256 | Time: 1643.41 ms [2021-12-27 01:24:20 main:574] : INFO : Epoch 2040 | loss: 0.0312248 | val_loss: 0.0312235 | Time: 1623.82 ms [2021-12-27 01:24:22 main:574] : INFO : Epoch 2041 | loss: 0.0312278 | val_loss: 0.0312276 | Time: 1629.5 ms [2021-12-27 01:24:24 main:574] : INFO : Epoch 2042 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 1630.41 ms [2021-12-27 01:24:25 main:574] : INFO : Epoch 2043 | loss: 0.0312272 | val_loss: 0.0312315 | Time: 1647.66 ms [2021-12-27 01:24:27 main:574] : INFO : Epoch 2044 | loss: 0.031232 | val_loss: 0.0312264 | Time: 1627.75 ms [2021-12-27 01:24:29 main:574] : INFO : Epoch 2045 | loss: 0.0312276 | val_loss: 0.0312354 | Time: 1642.29 ms [2021-12-27 01:24:30 main:574] : INFO : Epoch 2046 | loss: 0.031228 | val_loss: 0.0312283 | Time: 1635.06 ms [2021-12-27 01:24:32 main:574] : INFO : Epoch 2047 | loss: 0.0312254 | val_loss: 0.0312286 | Time: 1645.21 ms [2021-12-27 01:24:33 main:574] : INFO : Epoch 2048 | loss: 0.0312241 | val_loss: 0.0312259 | Time: 1627.23 ms [2021-12-27 01:24:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312259 [2021-12-27 01:24:33 main:603] : INFO : Saving end state to config to file [2021-12-27 01:24:33 main:608] : INFO : Success, exiting.. 01:24:33 (6452): 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)