Task 5239639
| Name | ParityModified-1619232124-1058-2_1 |
| Workunit | 3108608 |
| Created | 26 May 2021, 17:35:00 UTC |
| Sent | 26 May 2021, 21:18:43 UTC |
| Report deadline | 2 Jun 2021, 21:18:43 UTC |
| Received | 27 May 2021, 12:52:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 39 sec |
| CPU time | 58 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-05-27 07:36:33 main:581] : INFO : Epoch 1538 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 1718.18 ms [2021-05-27 07:36:34 main:581] : INFO : Epoch 1539 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 1721 ms [2021-05-27 07:36:36 main:581] : INFO : Epoch 1540 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 1735.11 ms [2021-05-27 07:36:38 main:581] : INFO : Epoch 1541 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 1747.48 ms [2021-05-27 07:36:40 main:581] : INFO : Epoch 1542 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 1720.47 ms [2021-05-27 07:36:41 main:581] : INFO : Epoch 1543 | loss: 0.0311744 | val_loss: 0.031176 | Time: 1723.49 ms [2021-05-27 07:36:43 main:581] : INFO : Epoch 1544 | loss: 0.031173 | val_loss: 0.0311816 | Time: 1709.69 ms [2021-05-27 07:36:45 main:581] : INFO : Epoch 1545 | loss: 0.0311736 | val_loss: 0.0311784 | Time: 1723.61 ms [2021-05-27 07:36:46 main:581] : INFO : Epoch 1546 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1727.5 ms [2021-05-27 07:36:48 main:581] : INFO : Epoch 1547 | loss: 0.031176 | val_loss: 0.0311886 | Time: 1719 ms [2021-05-27 07:36:50 main:581] : INFO : Epoch 1548 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 1713.43 ms [2021-05-27 07:36:52 main:581] : INFO : Epoch 1549 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 1720.61 ms [2021-05-27 07:36:53 main:581] : INFO : Epoch 1550 | loss: 0.0311727 | val_loss: 0.0311806 | Time: 1706.25 ms [2021-05-27 07:36:55 main:581] : INFO : Epoch 1551 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 1725.16 ms [2021-05-27 07:36:57 main:581] : INFO : Epoch 1552 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 1717.81 ms [2021-05-27 07:36:58 main:581] : INFO : Epoch 1553 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 1707.19 ms [2021-05-27 07:37:00 main:581] : INFO : Epoch 1554 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 1702.4 ms [2021-05-27 07:37:02 main:581] : INFO : Epoch 1555 | loss: 0.0311742 | val_loss: 0.0311866 | Time: 1704.08 ms [2021-05-27 07:37:04 main:581] : INFO : Epoch 1556 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1718.21 ms [2021-05-27 07:37:05 main:581] : INFO : Epoch 1557 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 1708.65 ms [2021-05-27 07:37:07 main:581] : INFO : Epoch 1558 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 1723.25 ms [2021-05-27 07:37:09 main:581] : INFO : Epoch 1559 | loss: 0.0311728 | val_loss: 0.031182 | Time: 1721.15 ms [2021-05-27 07:37:10 main:581] : INFO : Epoch 1560 | loss: 0.0311727 | val_loss: 0.0311832 | Time: 1718.65 ms [2021-05-27 07:37:12 main:581] : INFO : Epoch 1561 | loss: 0.0311727 | val_loss: 0.031189 | Time: 1735.46 ms [2021-05-27 07:37:14 main:581] : INFO : Epoch 1562 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 1728.35 ms [2021-05-27 07:37:16 main:581] : INFO : Epoch 1563 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 1713.84 ms [2021-05-27 07:37:17 main:581] : INFO : Epoch 1564 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1712.31 ms [2021-05-27 07:37:19 main:581] : INFO : Epoch 1565 | loss: 0.0311745 | val_loss: 0.031184 | Time: 1711.54 ms [2021-05-27 07:37:21 main:581] : INFO : Epoch 1566 | loss: 0.0311763 | val_loss: 0.031178 | Time: 1717.54 ms [2021-05-27 07:37:22 main:581] : INFO : Epoch 1567 | loss: 0.0311705 | val_loss: 0.0311879 | Time: 1713.65 ms [2021-05-27 07:37:24 main:581] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311822 | Time: 1715.8 ms [2021-05-27 07:37:26 main:581] : INFO : Epoch 1569 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1723.61 ms [2021-05-27 07:37:28 main:581] : INFO : Epoch 1570 | loss: 0.0311711 | val_loss: 0.0311798 | Time: 1700.4 ms [2021-05-27 07:37:29 main:581] : INFO : Epoch 1571 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 1698.47 ms [2021-05-27 07:37:31 main:581] : INFO : Epoch 1572 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 1719.97 ms [2021-05-27 07:37:33 main:581] : INFO : Epoch 1573 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 1708.7 ms [2021-05-27 07:37:34 main:581] : INFO : Epoch 1574 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1694.6 ms [2021-05-27 07:37:36 main:581] : INFO : Epoch 1575 | loss: 0.0311753 | val_loss: 0.0311815 | Time: 1727.09 ms [2021-05-27 07:37:38 main:581] : INFO : Epoch 1576 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1735.95 ms [2021-05-27 07:37:40 main:581] : INFO : Epoch 1577 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1713.4 ms [2021-05-27 07:37:41 main:581] : INFO : Epoch 1578 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 1717.72 ms [2021-05-27 07:37:43 main:581] : INFO : Epoch 1579 | loss: 0.031173 | val_loss: 0.0311819 | Time: 1726.71 ms [2021-05-27 07:37:45 main:581] : INFO : Epoch 1580 | loss: 0.0311717 | val_loss: 0.0311814 | Time: 1712.66 ms [2021-05-27 07:37:46 main:581] : INFO : Epoch 1581 | loss: 0.0311752 | val_loss: 0.0311921 | Time: 1711.13 ms [2021-05-27 07:37:48 main:581] : INFO : Epoch 1582 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 1715.51 ms [2021-05-27 07:37:50 main:581] : INFO : Epoch 1583 | loss: 0.031172 | val_loss: 0.0311778 | Time: 1705.13 ms [2021-05-27 07:37:52 main:581] : INFO : Epoch 1584 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1722.58 ms [2021-05-27 07:37:53 main:581] : INFO : Epoch 1585 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 1709.34 ms [2021-05-27 07:37:55 main:581] : INFO : Epoch 1586 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 1716.05 ms [2021-05-27 07:37:57 main:581] : INFO : Epoch 1587 | loss: 0.0311767 | val_loss: 0.031178 | Time: 1720.27 ms [2021-05-27 07:37:58 main:581] : INFO : Epoch 1588 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1729.23 ms [2021-05-27 07:38:00 main:581] : INFO : Epoch 1589 | loss: 0.0311734 | val_loss: 0.0311763 | Time: 1725.74 ms [2021-05-27 07:38:02 main:581] : INFO : Epoch 1590 | loss: 0.0311733 | val_loss: 0.031177 | Time: 1715.64 ms [2021-05-27 07:38:04 main:581] : INFO : Epoch 1591 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 1710.17 ms [2021-05-27 07:38:05 main:581] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1710.5 ms [2021-05-27 07:38:07 main:581] : INFO : Epoch 1593 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 1706.89 ms [2021-05-27 07:38:09 main:581] : INFO : Epoch 1594 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 1718.63 ms [2021-05-27 07:38:10 main:581] : INFO : Epoch 1595 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 1732.88 ms [2021-05-27 07:38:12 main:581] : INFO : Epoch 1596 | loss: 0.031191 | val_loss: 0.0311999 | Time: 1728.93 ms [2021-05-27 07:38:14 main:581] : INFO : Epoch 1597 | loss: 0.0312002 | val_loss: 0.0311942 | Time: 1719.83 ms [2021-05-27 07:38:16 main:581] : INFO : Epoch 1598 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 1737.73 ms [2021-05-27 07:38:17 main:581] : INFO : Epoch 1599 | loss: 0.0311937 | val_loss: 0.0311888 | Time: 1700.77 ms [2021-05-27 07:38:19 main:581] : INFO : Epoch 1600 | loss: 0.0311917 | val_loss: 0.0311872 | Time: 1702.52 ms [2021-05-27 07:38:21 main:581] : INFO : Epoch 1601 | loss: 0.03119 | val_loss: 0.0311919 | Time: 1710.93 ms [2021-05-27 07:38:23 main:581] : INFO : Epoch 1602 | loss: 0.031188 | val_loss: 0.0311862 | Time: 1744.85 ms [2021-05-27 07:38:24 main:581] : INFO : Epoch 1603 | loss: 0.0311853 | val_loss: 0.0311837 | Time: 1674.35 ms [2021-05-27 07:38:26 main:581] : INFO : Epoch 1604 | loss: 0.0311847 | val_loss: 0.031184 | Time: 1707.73 ms [2021-05-27 07:38:28 main:581] : INFO : Epoch 1605 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 1719.91 ms [2021-05-27 07:38:29 main:581] : INFO : Epoch 1606 | loss: 0.0311847 | val_loss: 0.0311844 | Time: 1716.89 ms [2021-05-27 07:38:31 main:581] : INFO : Epoch 1607 | loss: 0.0311873 | val_loss: 0.0311974 | Time: 1747.38 ms [2021-05-27 07:38:33 main:581] : INFO : Epoch 1608 | loss: 0.0311897 | val_loss: 0.0311854 | Time: 1691.01 ms [2021-05-27 07:38:34 main:581] : INFO : Epoch 1609 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 1703.81 ms [2021-05-27 07:38:36 main:581] : INFO : Epoch 1610 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 1726.8 ms [2021-05-27 07:38:38 main:581] : INFO : Epoch 1611 | loss: 0.0311814 | val_loss: 0.031181 | Time: 1704.09 ms [2021-05-27 07:38:40 main:581] : INFO : Epoch 1612 | loss: 0.0311809 | val_loss: 0.0311796 | Time: 1716 ms [2021-05-27 07:38:41 main:581] : INFO : Epoch 1613 | loss: 0.0311792 | val_loss: 0.031182 | Time: 1723.58 ms [2021-05-27 07:38:43 main:581] : INFO : Epoch 1614 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 1720.15 ms [2021-05-27 07:38:45 main:581] : INFO : Epoch 1615 | loss: 0.031179 | val_loss: 0.0311853 | Time: 1710.01 ms [2021-05-27 07:38:47 main:581] : INFO : Epoch 1616 | loss: 0.0311796 | val_loss: 0.0311783 | Time: 1718.26 ms [2021-05-27 07:38:48 main:581] : INFO : Epoch 1617 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1705.78 ms [2021-05-27 07:38:50 main:581] : INFO : Epoch 1618 | loss: 0.0311774 | val_loss: 0.031179 | Time: 1723.91 ms [2021-05-27 07:38:52 main:581] : INFO : Epoch 1619 | loss: 0.0311776 | val_loss: 0.0311888 | Time: 1728.52 ms [2021-05-27 07:38:53 main:581] : INFO : Epoch 1620 | loss: 0.0311817 | val_loss: 0.0311784 | Time: 1704.72 ms [2021-05-27 07:38:55 main:581] : INFO : Epoch 1621 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 1730.72 ms [2021-05-27 07:38:57 main:581] : INFO : Epoch 1622 | loss: 0.031176 | val_loss: 0.0311818 | Time: 1725.94 ms [2021-05-27 07:38:59 main:581] : INFO : Epoch 1623 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 1719.37 ms [2021-05-27 07:39:00 main:581] : INFO : Epoch 1624 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 1717.82 ms [2021-05-27 07:39:02 main:581] : INFO : Epoch 1625 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 1714.4 ms [2021-05-27 07:39:04 main:581] : INFO : Epoch 1626 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 1717.1 ms [2021-05-27 07:39:05 main:581] : INFO : Epoch 1627 | loss: 0.0311739 | val_loss: 0.0311864 | Time: 1714.1 ms [2021-05-27 07:39:07 main:581] : INFO : Epoch 1628 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 1715.53 ms [2021-05-27 07:39:09 main:581] : INFO : Epoch 1629 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 1727.32 ms [2021-05-27 07:39:11 main:581] : INFO : Epoch 1630 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 1722.5 ms [2021-05-27 07:39:12 main:581] : INFO : Epoch 1631 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1729.34 ms [2021-05-27 07:39:14 main:581] : INFO : Epoch 1632 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1711.36 ms [2021-05-27 07:39:16 main:581] : INFO : Epoch 1633 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 1723.46 ms [2021-05-27 07:39:17 main:581] : INFO : Epoch 1634 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 1715.04 ms [2021-05-27 07:39:19 main:581] : INFO : Epoch 1635 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1715.12 ms [2021-05-27 07:39:21 main:581] : INFO : Epoch 1636 | loss: 0.0311731 | val_loss: 0.0311872 | Time: 1712.1 ms [2021-05-27 07:39:23 main:581] : INFO : Epoch 1637 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 1715.68 ms [2021-05-27 07:39:24 main:581] : INFO : Epoch 1638 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 1707.26 ms [2021-05-27 07:39:26 main:581] : INFO : Epoch 1639 | loss: 0.031172 | val_loss: 0.0311789 | Time: 1720.83 ms [2021-05-27 07:39:28 main:581] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311798 | Time: 1716.04 ms [2021-05-27 07:39:29 main:581] : INFO : Epoch 1641 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 1724.62 ms [2021-05-27 07:39:31 main:581] : INFO : Epoch 1642 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 1728.18 ms [2021-05-27 07:39:33 main:581] : INFO : Epoch 1643 | loss: 0.0311704 | val_loss: 0.0311819 | Time: 1706.54 ms [2021-05-27 07:39:35 main:581] : INFO : Epoch 1644 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1708.58 ms [2021-05-27 07:39:36 main:581] : INFO : Epoch 1645 | loss: 0.0311715 | val_loss: 0.0311794 | Time: 1713.77 ms [2021-05-27 07:39:38 main:581] : INFO : Epoch 1646 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 1709.93 ms [2021-05-27 07:39:40 main:581] : INFO : Epoch 1647 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 1708.77 ms [2021-05-27 07:39:41 main:581] : INFO : Epoch 1648 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 1717.89 ms [2021-05-27 07:39:43 main:581] : INFO : Epoch 1649 | loss: 0.031171 | val_loss: 0.0311808 | Time: 1719.81 ms [2021-05-27 07:39:45 main:581] : INFO : Epoch 1650 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1709.5 ms [2021-05-27 07:39:47 main:581] : INFO : Epoch 1651 | loss: 0.0311691 | val_loss: 0.0311784 | Time: 1726.77 ms [2021-05-27 07:39:48 main:581] : INFO : Epoch 1652 | loss: 0.0311689 | val_loss: 0.0311829 | Time: 1713.51 ms [2021-05-27 07:39:50 main:581] : INFO : Epoch 1653 | loss: 0.031169 | val_loss: 0.0311836 | Time: 1728.52 ms [2021-05-27 07:39:52 main:581] : INFO : Epoch 1654 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 1723.26 ms [2021-05-27 07:39:54 main:581] : INFO : Epoch 1655 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 1714.03 ms [2021-05-27 07:39:55 main:581] : INFO : Epoch 1656 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 1703.27 ms [2021-05-27 07:39:57 main:581] : INFO : Epoch 1657 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 1720.52 ms [2021-05-27 07:39:59 main:581] : INFO : Epoch 1658 | loss: 0.03117 | val_loss: 0.0311803 | Time: 1707.81 ms [2021-05-27 07:40:00 main:581] : INFO : Epoch 1659 | loss: 0.0311713 | val_loss: 0.0311833 | Time: 1706.32 ms [2021-05-27 07:40:02 main:581] : INFO : Epoch 1660 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 1721.59 ms [2021-05-27 07:40:04 main:581] : INFO : Epoch 1661 | loss: 0.03117 | val_loss: 0.0311782 | Time: 1692.43 ms [2021-05-27 07:40:05 main:581] : INFO : Epoch 1662 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 1705.61 ms [2021-05-27 07:40:07 main:581] : INFO : Epoch 1663 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 1721.78 ms [2021-05-27 07:40:09 main:581] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311773 | Time: 1719.52 ms [2021-05-27 07:40:11 main:581] : INFO : Epoch 1665 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 1729.07 ms [2021-05-27 07:40:12 main:581] : INFO : Epoch 1666 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 1709.07 ms [2021-05-27 07:40:14 main:581] : INFO : Epoch 1667 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1707.17 ms [2021-05-27 07:40:16 main:581] : INFO : Epoch 1668 | loss: 0.0311662 | val_loss: 0.0311788 | Time: 1716.25 ms [2021-05-27 07:40:17 main:581] : INFO : Epoch 1669 | loss: 0.0311674 | val_loss: 0.0311775 | Time: 1714.62 ms [2021-05-27 07:40:19 main:581] : INFO : Epoch 1670 | loss: 0.0311713 | val_loss: 0.031179 | Time: 1719.38 ms [2021-05-27 07:40:21 main:581] : INFO : Epoch 1671 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 1722.25 ms [2021-05-27 07:40:23 main:581] : INFO : Epoch 1672 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 1709.94 ms [2021-05-27 07:40:24 main:581] : INFO : Epoch 1673 | loss: 0.031166 | val_loss: 0.0311778 | Time: 1721.67 ms [2021-05-27 07:40:26 main:581] : INFO : Epoch 1674 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 1711.94 ms [2021-05-27 07:40:28 main:581] : INFO : Epoch 1675 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 1727.18 ms [2021-05-27 07:40:30 main:581] : INFO : Epoch 1676 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 1725.1 ms [2021-05-27 07:40:31 main:581] : INFO : Epoch 1677 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 1722.37 ms [2021-05-27 07:40:33 main:581] : INFO : Epoch 1678 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1700.69 ms [2021-05-27 07:40:35 main:581] : INFO : Epoch 1679 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1720.54 ms [2021-05-27 07:40:36 main:581] : INFO : Epoch 1680 | loss: 0.031166 | val_loss: 0.0311788 | Time: 1725.7 ms [2021-05-27 07:40:38 main:581] : INFO : Epoch 1681 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 1734.48 ms [2021-05-27 07:40:40 main:581] : INFO : Epoch 1682 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 1713.41 ms [2021-05-27 07:40:42 main:581] : INFO : Epoch 1683 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 1716.81 ms [2021-05-27 07:40:43 main:581] : INFO : Epoch 1684 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 1704.6 ms [2021-05-27 07:40:45 main:581] : INFO : Epoch 1685 | loss: 0.0311661 | val_loss: 0.03118 | Time: 1714.75 ms [2021-05-27 07:40:47 main:581] : INFO : Epoch 1686 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 1710.02 ms [2021-05-27 07:40:48 main:581] : INFO : Epoch 1687 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 1711.2 ms [2021-05-27 07:40:50 main:581] : INFO : Epoch 1688 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 1718.83 ms [2021-05-27 07:40:52 main:581] : INFO : Epoch 1689 | loss: 0.0311705 | val_loss: 0.0311835 | Time: 1724.54 ms [2021-05-27 07:40:54 main:581] : INFO : Epoch 1690 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 1731.49 ms [2021-05-27 07:40:55 main:581] : INFO : Epoch 1691 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1717.64 ms [2021-05-27 07:40:57 main:581] : INFO : Epoch 1692 | loss: 0.0311692 | val_loss: 0.031177 | Time: 1720.01 ms [2021-05-27 07:40:59 main:581] : INFO : Epoch 1693 | loss: 0.0311671 | val_loss: 0.0311877 | Time: 1721.47 ms [2021-05-27 07:41:00 main:581] : INFO : Epoch 1694 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 1727.02 ms [2021-05-27 07:41:02 main:581] : INFO : Epoch 1695 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 1733.75 ms [2021-05-27 07:41:04 main:581] : INFO : Epoch 1696 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 1704.93 ms [2021-05-27 07:41:06 main:581] : INFO : Epoch 1697 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1711.57 ms [2021-05-27 07:41:07 main:581] : INFO : Epoch 1698 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 1706.19 ms [2021-05-27 07:41:09 main:581] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 1724.08 ms [2021-05-27 07:41:11 main:581] : INFO : Epoch 1700 | loss: 0.0311659 | val_loss: 0.0311767 | Time: 1719.71 ms [2021-05-27 07:41:12 main:581] : INFO : Epoch 1701 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 1718.5 ms [2021-05-27 07:41:14 main:581] : INFO : Epoch 1702 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 1717.79 ms [2021-05-27 07:41:16 main:581] : INFO : Epoch 1703 | loss: 0.0311648 | val_loss: 0.0311772 | Time: 1709.63 ms [2021-05-27 07:41:18 main:581] : INFO : Epoch 1704 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 1712.96 ms [2021-05-27 07:41:19 main:581] : INFO : Epoch 1705 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 1731.18 ms [2021-05-27 07:41:21 main:581] : INFO : Epoch 1706 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 1718.1 ms [2021-05-27 07:41:23 main:581] : INFO : Epoch 1707 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 1730.17 ms [2021-05-27 07:41:25 main:581] : INFO : Epoch 1708 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1700.34 ms [2021-05-27 07:41:26 main:581] : INFO : Epoch 1709 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 1718.03 ms [2021-05-27 07:41:28 main:581] : INFO : Epoch 1710 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 1701.86 ms [2021-05-27 07:41:30 main:581] : INFO : Epoch 1711 | loss: 0.0311649 | val_loss: 0.031177 | Time: 1724.03 ms [2021-05-27 07:41:31 main:581] : INFO : Epoch 1712 | loss: 0.0311648 | val_loss: 0.0311752 | Time: 1722.96 ms [2021-05-27 07:41:33 main:581] : INFO : Epoch 1713 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 1727.38 ms [2021-05-27 07:41:35 main:581] : INFO : Epoch 1714 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 1728.67 ms [2021-05-27 07:41:37 main:581] : INFO : Epoch 1715 | loss: 0.031164 | val_loss: 0.0311769 | Time: 1722.59 ms [2021-05-27 07:41:38 main:581] : INFO : Epoch 1716 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 1717.31 ms [2021-05-27 07:41:40 main:581] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311773 | Time: 1707.05 ms [2021-05-27 07:41:42 main:581] : INFO : Epoch 1718 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 1724.53 ms [2021-05-27 07:41:43 main:581] : INFO : Epoch 1719 | loss: 0.031167 | val_loss: 0.031177 | Time: 1698.01 ms [2021-05-27 07:41:45 main:581] : INFO : Epoch 1720 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 1721.6 ms [2021-05-27 07:41:47 main:581] : INFO : Epoch 1721 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 1718.46 ms [2021-05-27 07:41:49 main:581] : INFO : Epoch 1722 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1705.15 ms [2021-05-27 07:41:50 main:581] : INFO : Epoch 1723 | loss: 0.031167 | val_loss: 0.0311772 | Time: 1709.73 ms [2021-05-27 07:41:52 main:581] : INFO : Epoch 1724 | loss: 0.031164 | val_loss: 0.0311789 | Time: 1734.36 ms [2021-05-27 07:41:54 main:581] : INFO : Epoch 1725 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 1725.88 ms [2021-05-27 07:41:55 main:581] : INFO : Epoch 1726 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 1727.35 ms [2021-05-27 07:41:57 main:581] : INFO : Epoch 1727 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 1728.18 ms [2021-05-27 07:41:59 main:581] : INFO : Epoch 1728 | loss: 0.0311636 | val_loss: 0.0311759 | Time: 1728.13 ms [2021-05-27 07:42:01 main:581] : INFO : Epoch 1729 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 1723.7 ms [2021-05-27 07:42:02 main:581] : INFO : Epoch 1730 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 1707.45 ms [2021-05-27 07:42:04 main:581] : INFO : Epoch 1731 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 1731.45 ms [2021-05-27 07:42:06 main:581] : INFO : Epoch 1732 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1711.9 ms [2021-05-27 07:42:08 main:581] : INFO : Epoch 1733 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 1718.12 ms [2021-05-27 07:42:09 main:581] : INFO : Epoch 1734 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 1714.18 ms [2021-05-27 07:42:11 main:581] : INFO : Epoch 1735 | loss: 0.0311622 | val_loss: 0.0311748 | Time: 1734.69 ms [2021-05-27 07:42:13 main:581] : INFO : Epoch 1736 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 1717.5 ms [2021-05-27 07:42:14 main:581] : INFO : Epoch 1737 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 1715.14 ms [2021-05-27 07:42:16 main:581] : INFO : Epoch 1738 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1735.22 ms [2021-05-27 07:42:18 main:581] : INFO : Epoch 1739 | loss: 0.031167 | val_loss: 0.0311744 | Time: 1698.84 ms [2021-05-27 07:42:20 main:581] : INFO : Epoch 1740 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1716.64 ms [2021-05-27 07:42:21 main:581] : INFO : Epoch 1741 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1710.19 ms [2021-05-27 07:42:23 main:581] : INFO : Epoch 1742 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1714.51 ms [2021-05-27 07:42:25 main:581] : INFO : Epoch 1743 | loss: 0.0311674 | val_loss: 0.0311766 | Time: 1731.07 ms [2021-05-27 07:42:26 main:581] : INFO : Epoch 1744 | loss: 0.0311654 | val_loss: 0.0311798 | Time: 1722.99 ms [2021-05-27 07:42:28 main:581] : INFO : Epoch 1745 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 1730.1 ms [2021-05-27 07:42:30 main:581] : INFO : Epoch 1746 | loss: 0.0311643 | val_loss: 0.0311755 | Time: 1724.14 ms [2021-05-27 07:42:32 main:581] : INFO : Epoch 1747 | loss: 0.0311655 | val_loss: 0.031176 | Time: 1719.76 ms [2021-05-27 07:42:33 main:581] : INFO : Epoch 1748 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 1704.65 ms [2021-05-27 07:42:35 main:581] : INFO : Epoch 1749 | loss: 0.0311632 | val_loss: 0.0311788 | Time: 1701.56 ms [2021-05-27 07:42:37 main:581] : INFO : Epoch 1750 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 1718.17 ms [2021-05-27 07:42:38 main:581] : INFO : Epoch 1751 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 1717.18 ms [2021-05-27 07:42:40 main:581] : INFO : Epoch 1752 | loss: 0.0311622 | val_loss: 0.0311759 | Time: 1715.81 ms [2021-05-27 07:42:42 main:581] : INFO : Epoch 1753 | loss: 0.0311634 | val_loss: 0.0311816 | Time: 1726.07 ms [2021-05-27 07:42:44 main:581] : INFO : Epoch 1754 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 1722.86 ms [2021-05-27 07:42:45 main:581] : INFO : Epoch 1755 | loss: 0.0311619 | val_loss: 0.0311763 | Time: 1719.77 ms [2021-05-27 07:42:47 main:581] : INFO : Epoch 1756 | loss: 0.0311632 | val_loss: 0.0311796 | Time: 1719.58 ms [2021-05-27 07:42:49 main:581] : INFO : Epoch 1757 | loss: 0.0311655 | val_loss: 0.0311801 | Time: 1726.48 ms [2021-05-27 07:42:50 main:581] : INFO : Epoch 1758 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 1726.13 ms [2021-05-27 07:42:52 main:581] : INFO : Epoch 1759 | loss: 0.031161 | val_loss: 0.031179 | Time: 1715.17 ms [2021-05-27 07:42:54 main:581] : INFO : Epoch 1760 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 1709.14 ms [2021-05-27 07:42:56 main:581] : INFO : Epoch 1761 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 1730.03 ms [2021-05-27 07:42:57 main:581] : INFO : Epoch 1762 | loss: 0.0311622 | val_loss: 0.0311795 | Time: 1713.21 ms [2021-05-27 07:42:59 main:581] : INFO : Epoch 1763 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 1711.14 ms [2021-05-27 07:43:01 main:581] : INFO : Epoch 1764 | loss: 0.0311611 | val_loss: 0.0311768 | Time: 1716.39 ms [2021-05-27 07:43:03 main:581] : INFO : Epoch 1765 | loss: 0.031161 | val_loss: 0.0311771 | Time: 1724.86 ms [2021-05-27 07:43:04 main:581] : INFO : Epoch 1766 | loss: 0.0311607 | val_loss: 0.0311762 | Time: 1711.7 ms [2021-05-27 07:43:06 main:581] : INFO : Epoch 1767 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 1728.26 ms [2021-05-27 07:43:08 main:581] : INFO : Epoch 1768 | loss: 0.0311642 | val_loss: 0.0311753 | Time: 1716.01 ms [2021-05-27 07:43:09 main:581] : INFO : Epoch 1769 | loss: 0.0311622 | val_loss: 0.0311784 | Time: 1725.44 ms [2021-05-27 07:43:11 main:581] : INFO : Epoch 1770 | loss: 0.031161 | val_loss: 0.0311777 | Time: 1725.43 ms [2021-05-27 07:43:13 main:581] : INFO : Epoch 1771 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 1706.51 ms [2021-05-27 07:43:15 main:581] : INFO : Epoch 1772 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 1717.91 ms [2021-05-27 07:43:16 main:581] : INFO : Epoch 1773 | loss: 0.0311621 | val_loss: 0.0311786 | Time: 1717.16 ms [2021-05-27 07:43:18 main:581] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 1716.82 ms [2021-05-27 07:43:20 main:581] : INFO : Epoch 1775 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 1720.3 ms [2021-05-27 07:43:21 main:581] : INFO : Epoch 1776 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 1709.38 ms [2021-05-27 07:43:23 main:581] : INFO : Epoch 1777 | loss: 0.0311613 | val_loss: 0.031175 | Time: 1721.61 ms [2021-05-27 07:43:25 main:581] : INFO : Epoch 1778 | loss: 0.0311606 | val_loss: 0.0311761 | Time: 1720.63 ms [2021-05-27 07:43:27 main:581] : INFO : Epoch 1779 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 1717.75 ms [2021-05-27 07:43:28 main:581] : INFO : Epoch 1780 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 1721.23 ms [2021-05-27 07:43:30 main:581] : INFO : Epoch 1781 | loss: 0.031161 | val_loss: 0.0311736 | Time: 1725.88 ms [2021-05-27 07:43:32 main:581] : INFO : Epoch 1782 | loss: 0.0311622 | val_loss: 0.031181 | Time: 1720.02 ms [2021-05-27 07:43:33 main:581] : INFO : Epoch 1783 | loss: 0.0311625 | val_loss: 0.0311743 | Time: 1712.11 ms [2021-05-27 07:43:35 main:581] : INFO : Epoch 1784 | loss: 0.0311596 | val_loss: 0.0311795 | Time: 1712.38 ms [2021-05-27 07:43:37 main:581] : INFO : Epoch 1785 | loss: 0.0311593 | val_loss: 0.0311763 | Time: 1732.1 ms [2021-05-27 07:43:39 main:581] : INFO : Epoch 1786 | loss: 0.0311593 | val_loss: 0.0311832 | Time: 1731.44 ms [2021-05-27 07:43:40 main:581] : INFO : Epoch 1787 | loss: 0.0311643 | val_loss: 0.0311828 | Time: 1716.05 ms [2021-05-27 07:43:42 main:581] : INFO : Epoch 1788 | loss: 0.0311618 | val_loss: 0.0311775 | Time: 1723.98 ms [2021-05-27 07:43:44 main:581] : INFO : Epoch 1789 | loss: 0.0311613 | val_loss: 0.0311842 | Time: 1730.34 ms [2021-05-27 07:43:46 main:581] : INFO : Epoch 1790 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 1720.25 ms [2021-05-27 07:43:47 main:581] : INFO : Epoch 1791 | loss: 0.0311594 | val_loss: 0.0311767 | Time: 1726.07 ms [2021-05-27 07:43:49 main:581] : INFO : Epoch 1792 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 1720.68 ms [2021-05-27 07:43:51 main:581] : INFO : Epoch 1793 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 1718.71 ms [2021-05-27 07:43:52 main:581] : INFO : Epoch 1794 | loss: 0.0311614 | val_loss: 0.03118 | Time: 1720.01 ms [2021-05-27 07:43:54 main:581] : INFO : Epoch 1795 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 1720.77 ms [2021-05-27 07:43:56 main:581] : INFO : Epoch 1796 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 1720.81 ms [2021-05-27 07:43:58 main:581] : INFO : Epoch 1797 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 1708.83 ms [2021-05-27 07:43:59 main:581] : INFO : Epoch 1798 | loss: 0.0311664 | val_loss: 0.031181 | Time: 1718.25 ms [2021-05-27 07:44:01 main:581] : INFO : Epoch 1799 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1730.73 ms [2021-05-27 07:44:03 main:581] : INFO : Epoch 1800 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1728.71 ms [2021-05-27 07:44:04 main:581] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 1730.66 ms [2021-05-27 07:44:06 main:581] : INFO : Epoch 1802 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1709.89 ms [2021-05-27 07:44:08 main:581] : INFO : Epoch 1803 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1726.79 ms [2021-05-27 07:44:10 main:581] : INFO : Epoch 1804 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 1713.47 ms [2021-05-27 07:44:11 main:581] : INFO : Epoch 1805 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 1721.06 ms [2021-05-27 07:44:13 main:581] : INFO : Epoch 1806 | loss: 0.03117 | val_loss: 0.0311739 | Time: 1715.52 ms [2021-05-27 07:44:15 main:581] : INFO : Epoch 1807 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1727.24 ms [2021-05-27 07:44:17 main:581] : INFO : Epoch 1808 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 1715.72 ms [2021-05-27 07:44:18 main:581] : INFO : Epoch 1809 | loss: 0.031168 | val_loss: 0.0311875 | Time: 1706.2 ms [2021-05-27 07:44:20 main:581] : INFO : Epoch 1810 | loss: 0.0319328 | val_loss: 0.087424 | Time: 1715.89 ms [2021-05-27 07:44:22 main:581] : INFO : Epoch 1811 | loss: 0.042866 | val_loss: 0.0338461 | Time: 1723.29 ms [2021-05-27 07:44:23 main:581] : INFO : Epoch 1812 | loss: 0.0323667 | val_loss: 0.031515 | Time: 1707.74 ms [2021-05-27 07:44:25 main:581] : INFO : Epoch 1813 | loss: 0.0314393 | val_loss: 0.0313378 | Time: 1694.46 ms [2021-05-27 07:44:27 main:581] : INFO : Epoch 1814 | loss: 0.0312887 | val_loss: 0.0312638 | Time: 1721.99 ms [2021-05-27 07:44:29 main:581] : INFO : Epoch 1815 | loss: 0.0312589 | val_loss: 0.0312538 | Time: 1719.31 ms [2021-05-27 07:44:30 main:581] : INFO : Epoch 1816 | loss: 0.0312525 | val_loss: 0.03125 | Time: 1706.61 ms [2021-05-27 07:44:32 main:581] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.0312488 | Time: 1727.38 ms [2021-05-27 07:44:34 main:581] : INFO : Epoch 1818 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1721.58 ms [2021-05-27 07:44:35 main:581] : INFO : Epoch 1819 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1691.52 ms [2021-05-27 07:44:37 main:581] : INFO : Epoch 1820 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 1713.25 ms [2021-05-27 07:44:39 main:581] : INFO : Epoch 1821 | loss: 0.031243 | val_loss: 0.0312417 | Time: 1703.95 ms [2021-05-27 07:44:40 main:581] : INFO : Epoch 1822 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 1717.96 ms [2021-05-27 07:44:42 main:581] : INFO : Epoch 1823 | loss: 0.0312397 | val_loss: 0.0312384 | Time: 1720.45 ms [2021-05-27 07:44:44 main:581] : INFO : Epoch 1824 | loss: 0.0312377 | val_loss: 0.0312364 | Time: 1728.89 ms [2021-05-27 07:44:46 main:581] : INFO : Epoch 1825 | loss: 0.0312362 | val_loss: 0.0312352 | Time: 1724.92 ms [2021-05-27 07:44:47 main:581] : INFO : Epoch 1826 | loss: 0.0312349 | val_loss: 0.0312336 | Time: 1732.16 ms [2021-05-27 07:44:49 main:581] : INFO : Epoch 1827 | loss: 0.0312334 | val_loss: 0.0312324 | Time: 1720.94 ms [2021-05-27 07:44:51 main:581] : INFO : Epoch 1828 | loss: 0.0312328 | val_loss: 0.0312323 | Time: 1700.35 ms [2021-05-27 07:44:53 main:581] : INFO : Epoch 1829 | loss: 0.0312323 | val_loss: 0.0312305 | Time: 1710.21 ms [2021-05-27 07:44:54 main:581] : INFO : Epoch 1830 | loss: 0.0312308 | val_loss: 0.0312304 | Time: 1708.79 ms [2021-05-27 07:44:56 main:581] : INFO : Epoch 1831 | loss: 0.0312299 | val_loss: 0.0312287 | Time: 1707.22 ms [2021-05-27 07:44:58 main:581] : INFO : Epoch 1832 | loss: 0.0312291 | val_loss: 0.0312278 | Time: 1707.56 ms [2021-05-27 07:44:59 main:581] : INFO : Epoch 1833 | loss: 0.0312284 | val_loss: 0.031227 | Time: 1707.34 ms [2021-05-27 07:45:01 main:581] : INFO : Epoch 1834 | loss: 0.0312277 | val_loss: 0.0312262 | Time: 1724.18 ms [2021-05-27 07:45:03 main:581] : INFO : Epoch 1835 | loss: 0.0312271 | val_loss: 0.031226 | Time: 1721.13 ms [2021-05-27 07:45:05 main:581] : INFO : Epoch 1836 | loss: 0.0312279 | val_loss: 0.0312262 | Time: 1703.2 ms [2021-05-27 07:45:06 main:581] : INFO : Epoch 1837 | loss: 0.0312264 | val_loss: 0.0312242 | Time: 1704.88 ms [2021-05-27 07:45:08 main:581] : INFO : Epoch 1838 | loss: 0.0312255 | val_loss: 0.0312233 | Time: 1726.46 ms [2021-05-27 07:45:10 main:581] : INFO : Epoch 1839 | loss: 0.0312248 | val_loss: 0.0312225 | Time: 1731.49 ms [2021-05-27 07:45:11 main:581] : INFO : Epoch 1840 | loss: 0.0312241 | val_loss: 0.0312225 | Time: 1701.11 ms [2021-05-27 07:45:13 main:581] : INFO : Epoch 1841 | loss: 0.0312232 | val_loss: 0.0312208 | Time: 1714.12 ms [2021-05-27 07:45:15 main:581] : INFO : Epoch 1842 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 1708.74 ms [2021-05-27 07:45:17 main:581] : INFO : Epoch 1843 | loss: 0.0312217 | val_loss: 0.031221 | Time: 1704.87 ms [2021-05-27 07:45:18 main:581] : INFO : Epoch 1844 | loss: 0.0312209 | val_loss: 0.0312197 | Time: 1722.58 ms [2021-05-27 07:45:20 main:581] : INFO : Epoch 1845 | loss: 0.0312207 | val_loss: 0.0312188 | Time: 1714.47 ms [2021-05-27 07:45:22 main:581] : INFO : Epoch 1846 | loss: 0.03122 | val_loss: 0.0312169 | Time: 1718.41 ms [2021-05-27 07:45:23 main:581] : INFO : Epoch 1847 | loss: 0.0312182 | val_loss: 0.0312174 | Time: 1718.78 ms [2021-05-27 07:45:25 main:581] : INFO : Epoch 1848 | loss: 0.0312177 | val_loss: 0.0312155 | Time: 1715.95 ms [2021-05-27 07:45:27 main:581] : INFO : Epoch 1849 | loss: 0.0312177 | val_loss: 0.0312148 | Time: 1723.07 ms [2021-05-27 07:45:29 main:581] : INFO : Epoch 1850 | loss: 0.031217 | val_loss: 0.031214 | Time: 1712.25 ms [2021-05-27 07:45:30 main:581] : INFO : Epoch 1851 | loss: 0.0312168 | val_loss: 0.0312164 | Time: 1721.44 ms [2021-05-27 07:45:32 main:581] : INFO : Epoch 1852 | loss: 0.0312159 | val_loss: 0.0312129 | Time: 1727.27 ms [2021-05-27 07:45:34 main:581] : INFO : Epoch 1853 | loss: 0.0312144 | val_loss: 0.0312123 | Time: 1706.69 ms [2021-05-27 07:45:35 main:581] : INFO : Epoch 1854 | loss: 0.0312141 | val_loss: 0.0312123 | Time: 1697.97 ms [2021-05-27 07:45:37 main:581] : INFO : Epoch 1855 | loss: 0.0312131 | val_loss: 0.0312105 | Time: 1717.75 ms [2021-05-27 07:45:39 main:581] : INFO : Epoch 1856 | loss: 0.0312125 | val_loss: 0.0312102 | Time: 1687.59 ms [2021-05-27 07:45:41 main:581] : INFO : Epoch 1857 | loss: 0.031212 | val_loss: 0.0312095 | Time: 1715.63 ms [2021-05-27 07:45:42 main:581] : INFO : Epoch 1858 | loss: 0.0312124 | val_loss: 0.0312106 | Time: 1697.73 ms [2021-05-27 07:45:44 main:581] : INFO : Epoch 1859 | loss: 0.0312115 | val_loss: 0.0312091 | Time: 1710.2 ms [2021-05-27 07:45:46 main:581] : INFO : Epoch 1860 | loss: 0.0312111 | val_loss: 0.0312106 | Time: 1721.75 ms [2021-05-27 07:45:47 main:581] : INFO : Epoch 1861 | loss: 0.0312108 | val_loss: 0.0312083 | Time: 1705.81 ms [2021-05-27 07:45:49 main:581] : INFO : Epoch 1862 | loss: 0.031211 | val_loss: 0.0312079 | Time: 1703.06 ms [2021-05-27 07:45:51 main:581] : INFO : Epoch 1863 | loss: 0.0312099 | val_loss: 0.0312075 | Time: 1690.58 ms [2021-05-27 07:45:52 main:581] : INFO : Epoch 1864 | loss: 0.0312094 | val_loss: 0.0312073 | Time: 1711.24 ms [2021-05-27 07:45:54 main:581] : INFO : Epoch 1865 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 1731.2 ms [2021-05-27 07:45:56 main:581] : INFO : Epoch 1866 | loss: 0.0312076 | val_loss: 0.0312065 | Time: 1715.07 ms [2021-05-27 07:45:58 main:581] : INFO : Epoch 1867 | loss: 0.0312076 | val_loss: 0.0312068 | Time: 1713.61 ms [2021-05-27 07:45:59 main:581] : INFO : Epoch 1868 | loss: 0.0312069 | val_loss: 0.0312048 | Time: 1713.87 ms [2021-05-27 07:46:01 main:581] : INFO : Epoch 1869 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 1733.18 ms [2021-05-27 07:46:03 main:581] : INFO : Epoch 1870 | loss: 0.0312056 | val_loss: 0.0312041 | Time: 1712.18 ms [2021-05-27 07:46:04 main:581] : INFO : Epoch 1871 | loss: 0.0312059 | val_loss: 0.0312033 | Time: 1700.61 ms [2021-05-27 07:46:06 main:581] : INFO : Epoch 1872 | loss: 0.0312034 | val_loss: 0.0312019 | Time: 1712.15 ms [2021-05-27 07:46:08 main:581] : INFO : Epoch 1873 | loss: 0.0312023 | val_loss: 0.0312015 | Time: 1713.1 ms [2021-05-27 07:46:10 main:581] : INFO : Epoch 1874 | loss: 0.0312023 | val_loss: 0.0312004 | Time: 1701.33 ms [2021-05-27 07:46:11 main:581] : INFO : Epoch 1875 | loss: 0.0312031 | val_loss: 0.0312003 | Time: 1721.27 ms [2021-05-27 07:46:13 main:581] : INFO : Epoch 1876 | loss: 0.0312032 | val_loss: 0.0312001 | Time: 1706.62 ms [2021-05-27 07:46:15 main:581] : INFO : Epoch 1877 | loss: 0.0312035 | val_loss: 0.0312012 | Time: 1698.54 ms [2021-05-27 07:46:16 main:581] : INFO : Epoch 1878 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 1717.99 ms [2021-05-27 07:46:18 main:581] : INFO : Epoch 1879 | loss: 0.0312007 | val_loss: 0.0311918 | Time: 1692.46 ms [2021-05-27 07:46:20 main:581] : INFO : Epoch 1880 | loss: 0.0311923 | val_loss: 0.0311907 | Time: 1716.81 ms [2021-05-27 07:46:22 main:581] : INFO : Epoch 1881 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 1702.22 ms [2021-05-27 07:46:23 main:581] : INFO : Epoch 1882 | loss: 0.0311899 | val_loss: 0.031191 | Time: 1703.23 ms [2021-05-27 07:46:25 main:581] : INFO : Epoch 1883 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 1716.08 ms [2021-05-27 07:46:27 main:581] : INFO : Epoch 1884 | loss: 0.0311868 | val_loss: 0.031188 | Time: 1725.44 ms [2021-05-27 07:46:28 main:581] : INFO : Epoch 1885 | loss: 0.0311874 | val_loss: 0.031186 | Time: 1710.14 ms [2021-05-27 07:46:30 main:581] : INFO : Epoch 1886 | loss: 0.0311856 | val_loss: 0.0311849 | Time: 1694.4 ms [2021-05-27 07:46:32 main:581] : INFO : Epoch 1887 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 1719.76 ms [2021-05-27 07:46:34 main:581] : INFO : Epoch 1888 | loss: 0.0311844 | val_loss: 0.0311839 | Time: 1702.06 ms [2021-05-27 07:46:35 main:581] : INFO : Epoch 1889 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 1713.4 ms [2021-05-27 07:46:37 main:581] : INFO : Epoch 1890 | loss: 0.0311864 | val_loss: 0.031187 | Time: 1715.37 ms [2021-05-27 07:46:39 main:581] : INFO : Epoch 1891 | loss: 0.0311885 | val_loss: 0.0311869 | Time: 1691.16 ms [2021-05-27 07:46:40 main:581] : INFO : Epoch 1892 | loss: 0.0311861 | val_loss: 0.031183 | Time: 1694.1 ms [2021-05-27 07:46:42 main:581] : INFO : Epoch 1893 | loss: 0.0311856 | val_loss: 0.0311825 | Time: 1714.61 ms [2021-05-27 07:46:44 main:581] : INFO : Epoch 1894 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1709.94 ms [2021-05-27 07:46:46 main:581] : INFO : Epoch 1895 | loss: 0.0311835 | val_loss: 0.0311811 | Time: 1715.73 ms [2021-05-27 07:46:47 main:581] : INFO : Epoch 1896 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 1705.65 ms [2021-05-27 07:46:49 main:581] : INFO : Epoch 1897 | loss: 0.031185 | val_loss: 0.0311845 | Time: 1703.67 ms [2021-05-27 07:46:51 main:581] : INFO : Epoch 1898 | loss: 0.0311835 | val_loss: 0.0311814 | Time: 1710.92 ms [2021-05-27 07:46:52 main:581] : INFO : Epoch 1899 | loss: 0.0311828 | val_loss: 0.0311824 | Time: 1729.08 ms [2021-05-27 07:46:54 main:581] : INFO : Epoch 1900 | loss: 0.0311836 | val_loss: 0.0311809 | Time: 1702.73 ms [2021-05-27 07:46:56 main:581] : INFO : Epoch 1901 | loss: 0.0311808 | val_loss: 0.03118 | Time: 1723.78 ms [2021-05-27 07:46:57 main:581] : INFO : Epoch 1902 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 1719.11 ms [2021-05-27 07:46:59 main:581] : INFO : Epoch 1903 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 1699.67 ms [2021-05-27 07:47:01 main:581] : INFO : Epoch 1904 | loss: 0.0311785 | val_loss: 0.0311768 | Time: 1719.74 ms [2021-05-27 07:47:03 main:581] : INFO : Epoch 1905 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 1662.05 ms [2021-05-27 07:47:04 main:581] : INFO : Epoch 1906 | loss: 0.031177 | val_loss: 0.0311771 | Time: 1710.1 ms [2021-05-27 07:47:06 main:581] : INFO : Epoch 1907 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 1717.24 ms [2021-05-27 07:47:08 main:581] : INFO : Epoch 1908 | loss: 0.0311771 | val_loss: 0.0311751 | Time: 1726.02 ms [2021-05-27 07:47:09 main:581] : INFO : Epoch 1909 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 1700.45 ms [2021-05-27 07:47:11 main:581] : INFO : Epoch 1910 | loss: 0.0311755 | val_loss: 0.031175 | Time: 1696.3 ms [2021-05-27 07:47:13 main:581] : INFO : Epoch 1911 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1705.15 ms [2021-05-27 07:47:15 main:581] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311749 | Time: 1717.33 ms [2021-05-27 07:47:16 main:581] : INFO : Epoch 1913 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 1718.42 ms [2021-05-27 07:47:18 main:581] : INFO : Epoch 1914 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 1710.3 ms [2021-05-27 07:47:20 main:581] : INFO : Epoch 1915 | loss: 0.031175 | val_loss: 0.0311735 | Time: 1738.05 ms [2021-05-27 07:47:21 main:581] : INFO : Epoch 1916 | loss: 0.0311746 | val_loss: 0.0311732 | Time: 1711.61 ms [2021-05-27 07:47:23 main:581] : INFO : Epoch 1917 | loss: 0.031173 | val_loss: 0.0311739 | Time: 1698.61 ms [2021-05-27 07:47:25 main:581] : INFO : Epoch 1918 | loss: 0.0311728 | val_loss: 0.0311727 | Time: 1706.38 ms [2021-05-27 07:47:27 main:581] : INFO : Epoch 1919 | loss: 0.0311732 | val_loss: 0.0311733 | Time: 1725.11 ms [2021-05-27 07:47:28 main:581] : INFO : Epoch 1920 | loss: 0.0311764 | val_loss: 0.031174 | Time: 1694.7 ms [2021-05-27 07:47:30 main:581] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311734 | Time: 1718.58 ms [2021-05-27 07:47:32 main:581] : INFO : Epoch 1922 | loss: 0.0311743 | val_loss: 0.0311717 | Time: 1704.49 ms [2021-05-27 07:47:33 main:581] : INFO : Epoch 1923 | loss: 0.0311731 | val_loss: 0.0311723 | Time: 1720.44 ms [2021-05-27 07:47:35 main:581] : INFO : Epoch 1924 | loss: 0.0311761 | val_loss: 0.0311861 | Time: 1726.18 ms [2021-05-27 07:47:37 main:581] : INFO : Epoch 1925 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 1714.25 ms [2021-05-27 07:47:39 main:581] : INFO : Epoch 1926 | loss: 0.0311947 | val_loss: 0.0311943 | Time: 1718.03 ms [2021-05-27 07:47:40 main:581] : INFO : Epoch 1927 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 1719.23 ms [2021-05-27 07:47:42 main:581] : INFO : Epoch 1928 | loss: 0.031192 | val_loss: 0.0311901 | Time: 1710.34 ms [2021-05-27 07:47:44 main:581] : INFO : Epoch 1929 | loss: 0.0311895 | val_loss: 0.031188 | Time: 1714.24 ms [2021-05-27 07:47:45 main:581] : INFO : Epoch 1930 | loss: 0.0311885 | val_loss: 0.0311872 | Time: 1722.07 ms [2021-05-27 07:47:47 main:581] : INFO : Epoch 1931 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 1710.29 ms [2021-05-27 07:47:49 main:581] : INFO : Epoch 1932 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 1694.13 ms [2021-05-27 07:47:51 main:581] : INFO : Epoch 1933 | loss: 0.031183 | val_loss: 0.0311811 | Time: 1717.41 ms [2021-05-27 07:47:52 main:581] : INFO : Epoch 1934 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 1705.07 ms [2021-05-27 07:47:54 main:581] : INFO : Epoch 1935 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1689.6 ms [2021-05-27 07:47:56 main:581] : INFO : Epoch 1936 | loss: 0.0311797 | val_loss: 0.031179 | Time: 1722.34 ms [2021-05-27 07:47:57 main:581] : INFO : Epoch 1937 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 1708.5 ms [2021-05-27 07:47:59 main:581] : INFO : Epoch 1938 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1727.93 ms [2021-05-27 07:48:01 main:581] : INFO : Epoch 1939 | loss: 0.0311783 | val_loss: 0.0311775 | Time: 1725.92 ms [2021-05-27 07:48:03 main:581] : INFO : Epoch 1940 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1710.96 ms [2021-05-27 07:48:04 main:581] : INFO : Epoch 1941 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1723.23 ms [2021-05-27 07:48:06 main:581] : INFO : Epoch 1942 | loss: 0.0311762 | val_loss: 0.031177 | Time: 1709.68 ms [2021-05-27 07:48:08 main:581] : INFO : Epoch 1943 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1706.25 ms [2021-05-27 07:48:09 main:581] : INFO : Epoch 1944 | loss: 0.031177 | val_loss: 0.0311767 | Time: 1712.74 ms [2021-05-27 07:48:11 main:581] : INFO : Epoch 1945 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 1713.7 ms [2021-05-27 07:48:13 main:581] : INFO : Epoch 1946 | loss: 0.0311756 | val_loss: 0.0311763 | Time: 1699.68 ms [2021-05-27 07:48:15 main:581] : INFO : Epoch 1947 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 1702.09 ms [2021-05-27 07:48:16 main:581] : INFO : Epoch 1948 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 1710.25 ms [2021-05-27 07:48:18 main:581] : INFO : Epoch 1949 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 1696.32 ms [2021-05-27 07:48:20 main:581] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.031175 | Time: 1710.04 ms [2021-05-27 07:48:21 main:581] : INFO : Epoch 1951 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 1718.69 ms [2021-05-27 07:48:23 main:581] : INFO : Epoch 1952 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 1725 ms [2021-05-27 07:48:25 main:581] : INFO : Epoch 1953 | loss: 0.0311736 | val_loss: 0.031175 | Time: 1719.39 ms [2021-05-27 07:48:27 main:581] : INFO : Epoch 1954 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 1708.11 ms [2021-05-27 07:48:28 main:581] : INFO : Epoch 1955 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 1707.16 ms [2021-05-27 07:48:30 main:581] : INFO : Epoch 1956 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 1714.52 ms [2021-05-27 07:48:32 main:581] : INFO : Epoch 1957 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 1709.97 ms [2021-05-27 07:48:33 main:581] : INFO : Epoch 1958 | loss: 0.0311738 | val_loss: 0.031174 | Time: 1702.08 ms [2021-05-27 07:48:35 main:581] : INFO : Epoch 1959 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1701.59 ms [2021-05-27 07:48:37 main:581] : INFO : Epoch 1960 | loss: 0.0311723 | val_loss: 0.031174 | Time: 1718.4 ms [2021-05-27 07:48:38 main:581] : INFO : Epoch 1961 | loss: 0.0311729 | val_loss: 0.0311737 | Time: 1687.37 ms [2021-05-27 07:48:40 main:581] : INFO : Epoch 1962 | loss: 0.0311726 | val_loss: 0.0311744 | Time: 1698.8 ms [2021-05-27 07:48:42 main:581] : INFO : Epoch 1963 | loss: 0.031173 | val_loss: 0.0311729 | Time: 1723.08 ms [2021-05-27 07:48:44 main:581] : INFO : Epoch 1964 | loss: 0.0311731 | val_loss: 0.031173 | Time: 1719.79 ms [2021-05-27 07:48:45 main:581] : INFO : Epoch 1965 | loss: 0.031173 | val_loss: 0.0311731 | Time: 1735.75 ms [2021-05-27 07:48:47 main:581] : INFO : Epoch 1966 | loss: 0.0311727 | val_loss: 0.0311722 | Time: 1713.33 ms [2021-05-27 07:48:49 main:581] : INFO : Epoch 1967 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1692.91 ms [2021-05-27 07:48:50 main:581] : INFO : Epoch 1968 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 1723.32 ms [2021-05-27 07:48:52 main:581] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311763 | Time: 1703.35 ms [2021-05-27 07:48:54 main:581] : INFO : Epoch 1970 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 1736.87 ms [2021-05-27 07:48:56 main:581] : INFO : Epoch 1971 | loss: 0.031175 | val_loss: 0.0311756 | Time: 1732.96 ms [2021-05-27 07:48:57 main:581] : INFO : Epoch 1972 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 1699.25 ms [2021-05-27 07:48:59 main:581] : INFO : Epoch 1973 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 1720.98 ms [2021-05-27 07:49:01 main:581] : INFO : Epoch 1974 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 1706.18 ms [2021-05-27 07:49:02 main:581] : INFO : Epoch 1975 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 1700.32 ms [2021-05-27 07:49:04 main:581] : INFO : Epoch 1976 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1703.7 ms [2021-05-27 07:49:06 main:581] : INFO : Epoch 1977 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 1720.95 ms [2021-05-27 07:49:08 main:581] : INFO : Epoch 1978 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 1701.78 ms [2021-05-27 07:49:09 main:581] : INFO : Epoch 1979 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1717.55 ms [2021-05-27 07:49:11 main:581] : INFO : Epoch 1980 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1702.12 ms [2021-05-27 07:49:13 main:581] : INFO : Epoch 1981 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 1719.02 ms [2021-05-27 07:49:14 main:581] : INFO : Epoch 1982 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 1726.8 ms [2021-05-27 07:49:16 main:581] : INFO : Epoch 1983 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 1709.32 ms [2021-05-27 07:49:18 main:581] : INFO : Epoch 1984 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 1717.2 ms [2021-05-27 07:49:20 main:581] : INFO : Epoch 1985 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 1734.62 ms [2021-05-27 07:49:21 main:581] : INFO : Epoch 1986 | loss: 0.031171 | val_loss: 0.0311745 | Time: 1684.66 ms [2021-05-27 07:49:23 main:581] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.031176 | Time: 1696.76 ms [2021-05-27 07:49:25 main:581] : INFO : Epoch 1988 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 1712.79 ms [2021-05-27 07:49:26 main:581] : INFO : Epoch 1989 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 1701.33 ms [2021-05-27 07:49:28 main:581] : INFO : Epoch 1990 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1697.22 ms [2021-05-27 07:49:30 main:581] : INFO : Epoch 1991 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 1720.42 ms [2021-05-27 07:49:32 main:581] : INFO : Epoch 1992 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1686.86 ms [2021-05-27 07:49:33 main:581] : INFO : Epoch 1993 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 1712.42 ms [2021-05-27 07:49:35 main:581] : INFO : Epoch 1994 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 1701.85 ms [2021-05-27 07:49:37 main:581] : INFO : Epoch 1995 | loss: 0.0311729 | val_loss: 0.0311755 | Time: 1698.16 ms [2021-05-27 07:49:38 main:581] : INFO : Epoch 1996 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 1699.22 ms [2021-05-27 07:49:40 main:581] : INFO : Epoch 1997 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 1718.4 ms [2021-05-27 07:49:42 main:581] : INFO : Epoch 1998 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1701.69 ms [2021-05-27 07:49:43 main:581] : INFO : Epoch 1999 | loss: 0.031171 | val_loss: 0.0311758 | Time: 1700.94 ms [2021-05-27 07:49:45 main:581] : INFO : Epoch 2000 | loss: 0.0311707 | val_loss: 0.031175 | Time: 1717.89 ms [2021-05-27 07:49:47 main:581] : INFO : Epoch 2001 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 1694.37 ms [2021-05-27 07:49:49 main:581] : INFO : Epoch 2002 | loss: 0.03117 | val_loss: 0.0311742 | Time: 1707.89 ms [2021-05-27 07:49:50 main:581] : INFO : Epoch 2003 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1716.18 ms [2021-05-27 07:49:52 main:581] : INFO : Epoch 2004 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 1699.96 ms [2021-05-27 07:49:54 main:581] : INFO : Epoch 2005 | loss: 0.0311687 | val_loss: 0.031175 | Time: 1701.2 ms [2021-05-27 07:49:55 main:581] : INFO : Epoch 2006 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 1702.96 ms [2021-05-27 07:49:57 main:581] : INFO : Epoch 2007 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 1724.34 ms [2021-05-27 07:49:59 main:581] : INFO : Epoch 2008 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 1716.3 ms [2021-05-27 07:50:01 main:581] : INFO : Epoch 2009 | loss: 0.0311678 | val_loss: 0.0311753 | Time: 1715.66 ms [2021-05-27 07:50:02 main:581] : INFO : Epoch 2010 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1722.13 ms [2021-05-27 07:50:04 main:581] : INFO : Epoch 2011 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 1719.41 ms [2021-05-27 07:50:06 main:581] : INFO : Epoch 2012 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 1721.37 ms [2021-05-27 07:50:07 main:581] : INFO : Epoch 2013 | loss: 0.0311689 | val_loss: 0.031175 | Time: 1706.44 ms [2021-05-27 07:50:09 main:581] : INFO : Epoch 2014 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 1715.85 ms [2021-05-27 07:50:11 main:581] : INFO : Epoch 2015 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 1715.81 ms [2021-05-27 07:50:13 main:581] : INFO : Epoch 2016 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1692.15 ms [2021-05-27 07:50:14 main:581] : INFO : Epoch 2017 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 1722.14 ms [2021-05-27 07:50:16 main:581] : INFO : Epoch 2018 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 1700.94 ms [2021-05-27 07:50:18 main:581] : INFO : Epoch 2019 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 1721.01 ms [2021-05-27 07:50:19 main:581] : INFO : Epoch 2020 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1714.36 ms [2021-05-27 07:50:21 main:581] : INFO : Epoch 2021 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 1713.41 ms [2021-05-27 07:50:23 main:581] : INFO : Epoch 2022 | loss: 0.0311666 | val_loss: 0.031174 | Time: 1720.64 ms [2021-05-27 07:50:25 main:581] : INFO : Epoch 2023 | loss: 0.0311662 | val_loss: 0.0311738 | Time: 1713.1 ms [2021-05-27 07:50:26 main:581] : INFO : Epoch 2024 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 1729.36 ms [2021-05-27 07:50:28 main:581] : INFO : Epoch 2025 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 1727.17 ms [2021-05-27 07:50:30 main:581] : INFO : Epoch 2026 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 1710.29 ms [2021-05-27 07:50:31 main:581] : INFO : Epoch 2027 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 1706.99 ms [2021-05-27 07:50:33 main:581] : INFO : Epoch 2028 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 1713.06 ms [2021-05-27 07:50:35 main:581] : INFO : Epoch 2029 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 1694.02 ms [2021-05-27 07:50:37 main:581] : INFO : Epoch 2030 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 1694.2 ms [2021-05-27 07:50:38 main:581] : INFO : Epoch 2031 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 1715.12 ms [2021-05-27 07:50:40 main:581] : INFO : Epoch 2032 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 1724.2 ms [2021-05-27 07:50:42 main:581] : INFO : Epoch 2033 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 1688.31 ms [2021-05-27 07:50:43 main:581] : INFO : Epoch 2034 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 1708.38 ms [2021-05-27 07:50:45 main:581] : INFO : Epoch 2035 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 1710.92 ms [2021-05-27 07:50:47 main:581] : INFO : Epoch 2036 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 1701.64 ms [2021-05-27 07:50:49 main:581] : INFO : Epoch 2037 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 1707.92 ms [2021-05-27 07:50:50 main:581] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 1717.81 ms [2021-05-27 07:50:52 main:581] : INFO : Epoch 2039 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 1698.66 ms [2021-05-27 07:50:54 main:581] : INFO : Epoch 2040 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1671.19 ms [2021-05-27 07:50:55 main:581] : INFO : Epoch 2041 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 1694.38 ms [2021-05-27 07:50:57 main:581] : INFO : Epoch 2042 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 1724.27 ms [2021-05-27 07:50:59 main:581] : INFO : Epoch 2043 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 1704.54 ms [2021-05-27 07:51:00 main:581] : INFO : Epoch 2044 | loss: 0.0311662 | val_loss: 0.031175 | Time: 1705.55 ms [2021-05-27 07:51:02 main:581] : INFO : Epoch 2045 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 1716.29 ms [2021-05-27 07:51:04 main:581] : INFO : Epoch 2046 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1716.06 ms [2021-05-27 07:51:06 main:581] : INFO : Epoch 2047 | loss: 0.0311657 | val_loss: 0.031173 | Time: 1711.59 ms [2021-05-27 07:51:07 main:581] : INFO : Epoch 2048 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 1722.08 ms [2021-05-27 07:51:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311784 [2021-05-27 07:51:07 main:610] : INFO : Saving end state to config to file [2021-05-27 07:51:07 main:615] : INFO : Success, exiting.. 07:51:07 (1307522): 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)