Task 5585236
| Name | ParityMachine-1624417839-30510-2_2 |
| Workunit | 3377079 |
| Created | 3 Jul 2021, 22:02:25 UTC |
| Sent | 3 Jul 2021, 23:06:31 UTC |
| Report deadline | 10 Jul 2021, 23:06:31 UTC |
| Received | 4 Jul 2021, 4:11:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 0 min 41 sec |
| CPU time | 1 hours 0 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 7 main:574] : INFO : Epoch 1542 | loss: 0.031181 | val_loss: 0.0311816 | Time: 1699.54 ms [2021-07-04 05:57:09 main:574] : INFO : Epoch 1543 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 1709.63 ms [2021-07-04 05:57:11 main:574] : INFO : Epoch 1544 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1719.78 ms [2021-07-04 05:57:12 main:574] : INFO : Epoch 1545 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1689.92 ms [2021-07-04 05:57:14 main:574] : INFO : Epoch 1546 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 1693.42 ms [2021-07-04 05:57:16 main:574] : INFO : Epoch 1547 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 1676.08 ms [2021-07-04 05:57:17 main:574] : INFO : Epoch 1548 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1682.86 ms [2021-07-04 05:57:19 main:574] : INFO : Epoch 1549 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 1674.22 ms [2021-07-04 05:57:21 main:574] : INFO : Epoch 1550 | loss: 0.0311808 | val_loss: 0.031181 | Time: 1673.63 ms [2021-07-04 05:57:22 main:574] : INFO : Epoch 1551 | loss: 0.0311811 | val_loss: 0.0311858 | Time: 1681.66 ms [2021-07-04 05:57:24 main:574] : INFO : Epoch 1552 | loss: 0.0311824 | val_loss: 0.0311805 | Time: 1690.63 ms [2021-07-04 05:57:26 main:574] : INFO : Epoch 1553 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 1699.96 ms [2021-07-04 05:57:28 main:574] : INFO : Epoch 1554 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 1700.62 ms [2021-07-04 05:57:29 main:574] : INFO : Epoch 1555 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 1671.78 ms [2021-07-04 05:57:31 main:574] : INFO : Epoch 1556 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 1672.1 ms [2021-07-04 05:57:33 main:574] : INFO : Epoch 1557 | loss: 0.0311796 | val_loss: 0.031181 | Time: 1665.04 ms [2021-07-04 05:57:34 main:574] : INFO : Epoch 1558 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 1681.51 ms [2021-07-04 05:57:36 main:574] : INFO : Epoch 1559 | loss: 0.0311793 | val_loss: 0.0311796 | Time: 1680.44 ms [2021-07-04 05:57:38 main:574] : INFO : Epoch 1560 | loss: 0.0311797 | val_loss: 0.0311803 | Time: 1684.45 ms [2021-07-04 05:57:39 main:574] : INFO : Epoch 1561 | loss: 0.031179 | val_loss: 0.0311792 | Time: 1678.31 ms [2021-07-04 05:57:41 main:574] : INFO : Epoch 1562 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 1668.36 ms [2021-07-04 05:57:43 main:574] : INFO : Epoch 1563 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 1673.71 ms [2021-07-04 05:57:44 main:574] : INFO : Epoch 1564 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 1672.9 ms [2021-07-04 05:57:46 main:574] : INFO : Epoch 1565 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 1681.72 ms [2021-07-04 05:57:48 main:574] : INFO : Epoch 1566 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 1689.73 ms [2021-07-04 05:57:49 main:574] : INFO : Epoch 1567 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 1682.67 ms [2021-07-04 05:57:51 main:574] : INFO : Epoch 1568 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1680.93 ms [2021-07-04 05:57:53 main:574] : INFO : Epoch 1569 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 1711.06 ms [2021-07-04 05:57:55 main:574] : INFO : Epoch 1570 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 1703.45 ms [2021-07-04 05:57:56 main:574] : INFO : Epoch 1571 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 1688.93 ms [2021-07-04 05:57:58 main:574] : INFO : Epoch 1572 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1669.68 ms [2021-07-04 05:58:00 main:574] : INFO : Epoch 1573 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 1665.38 ms [2021-07-04 05:58:01 main:574] : INFO : Epoch 1574 | loss: 0.0311787 | val_loss: 0.0311775 | Time: 1671.08 ms [2021-07-04 05:58:03 main:574] : INFO : Epoch 1575 | loss: 0.031178 | val_loss: 0.0311769 | Time: 1675.43 ms [2021-07-04 05:58:05 main:574] : INFO : Epoch 1576 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 1685.75 ms [2021-07-04 05:58:06 main:574] : INFO : Epoch 1577 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 1707.71 ms [2021-07-04 05:58:08 main:574] : INFO : Epoch 1578 | loss: 0.0311766 | val_loss: 0.0311774 | Time: 1721.1 ms [2021-07-04 05:58:10 main:574] : INFO : Epoch 1579 | loss: 0.0311757 | val_loss: 0.031177 | Time: 1716.45 ms [2021-07-04 05:58:11 main:574] : INFO : Epoch 1580 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 1695.7 ms [2021-07-04 05:58:13 main:574] : INFO : Epoch 1581 | loss: 0.031176 | val_loss: 0.0311794 | Time: 1663.9 ms [2021-07-04 05:58:15 main:574] : INFO : Epoch 1582 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1671.15 ms [2021-07-04 05:58:16 main:574] : INFO : Epoch 1583 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1675.66 ms [2021-07-04 05:58:18 main:574] : INFO : Epoch 1584 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 1684.59 ms [2021-07-04 05:58:20 main:574] : INFO : Epoch 1585 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 1681.36 ms [2021-07-04 05:58:22 main:574] : INFO : Epoch 1586 | loss: 0.0311762 | val_loss: 0.031177 | Time: 1694.56 ms [2021-07-04 05:58:23 main:574] : INFO : Epoch 1587 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 1688.34 ms [2021-07-04 05:58:25 main:574] : INFO : Epoch 1588 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1693.91 ms [2021-07-04 05:58:27 main:574] : INFO : Epoch 1589 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 1724.24 ms [2021-07-04 05:58:28 main:574] : INFO : Epoch 1590 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 1713.43 ms [2021-07-04 05:58:30 main:574] : INFO : Epoch 1591 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 1674.6 ms [2021-07-04 05:58:32 main:574] : INFO : Epoch 1592 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 1668.09 ms [2021-07-04 05:58:33 main:574] : INFO : Epoch 1593 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 1668.06 ms [2021-07-04 05:58:35 main:574] : INFO : Epoch 1594 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 1675.52 ms [2021-07-04 05:58:37 main:574] : INFO : Epoch 1595 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 1661.28 ms [2021-07-04 05:58:38 main:574] : INFO : Epoch 1596 | loss: 0.0311739 | val_loss: 0.0311761 | Time: 1714.64 ms [2021-07-04 05:58:40 main:574] : INFO : Epoch 1597 | loss: 0.0311735 | val_loss: 0.031176 | Time: 1700.8 ms [2021-07-04 05:58:42 main:574] : INFO : Epoch 1598 | loss: 0.0311741 | val_loss: 0.0311751 | Time: 1715.48 ms [2021-07-04 05:58:44 main:574] : INFO : Epoch 1599 | loss: 0.031173 | val_loss: 0.0311746 | Time: 1695.31 ms [2021-07-04 05:58:45 main:574] : INFO : Epoch 1600 | loss: 0.0311726 | val_loss: 0.031175 | Time: 1705.95 ms [2021-07-04 05:58:47 main:574] : INFO : Epoch 1601 | loss: 0.031173 | val_loss: 0.0311754 | Time: 1668.24 ms [2021-07-04 05:58:49 main:574] : INFO : Epoch 1602 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 1670.88 ms [2021-07-04 05:58:50 main:574] : INFO : Epoch 1603 | loss: 0.031173 | val_loss: 0.031174 | Time: 1684.07 ms [2021-07-04 05:58:52 main:574] : INFO : Epoch 1604 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 1668.33 ms [2021-07-04 05:58:54 main:574] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 1680.24 ms [2021-07-04 05:58:55 main:574] : INFO : Epoch 1606 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 1669.75 ms [2021-07-04 05:58:57 main:574] : INFO : Epoch 1607 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 1702.1 ms [2021-07-04 05:58:59 main:574] : INFO : Epoch 1608 | loss: 0.0311774 | val_loss: 0.0311765 | Time: 1702.54 ms [2021-07-04 05:59:00 main:574] : INFO : Epoch 1609 | loss: 0.031174 | val_loss: 0.0311779 | Time: 1709.53 ms [2021-07-04 05:59:02 main:574] : INFO : Epoch 1610 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 1698.29 ms [2021-07-04 05:59:04 main:574] : INFO : Epoch 1611 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 1654.82 ms [2021-07-04 05:59:05 main:574] : INFO : Epoch 1612 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 1646.56 ms [2021-07-04 05:59:07 main:574] : INFO : Epoch 1613 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 1656.65 ms [2021-07-04 05:59:09 main:574] : INFO : Epoch 1614 | loss: 0.031174 | val_loss: 0.0311751 | Time: 1678.86 ms [2021-07-04 05:59:11 main:574] : INFO : Epoch 1615 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 1687.88 ms [2021-07-04 05:59:12 main:574] : INFO : Epoch 1616 | loss: 0.0311744 | val_loss: 0.0311734 | Time: 1694.68 ms [2021-07-04 05:59:14 main:574] : INFO : Epoch 1617 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 1704.46 ms [2021-07-04 05:59:16 main:574] : INFO : Epoch 1618 | loss: 0.0311715 | val_loss: 0.031176 | Time: 1713.53 ms [2021-07-04 05:59:17 main:574] : INFO : Epoch 1619 | loss: 0.031172 | val_loss: 0.0311732 | Time: 1699.21 ms [2021-07-04 05:59:19 main:574] : INFO : Epoch 1620 | loss: 0.0311723 | val_loss: 0.0311725 | Time: 1673.35 ms [2021-07-04 05:59:21 main:574] : INFO : Epoch 1621 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 1664.11 ms [2021-07-04 05:59:22 main:574] : INFO : Epoch 1622 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 1680.75 ms [2021-07-04 05:59:24 main:574] : INFO : Epoch 1623 | loss: 0.0311712 | val_loss: 0.0311723 | Time: 1673.97 ms [2021-07-04 05:59:26 main:574] : INFO : Epoch 1624 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 1676.86 ms [2021-07-04 05:59:27 main:574] : INFO : Epoch 1625 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 1679.7 ms [2021-07-04 05:59:29 main:574] : INFO : Epoch 1626 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 1700.08 ms [2021-07-04 05:59:31 main:574] : INFO : Epoch 1627 | loss: 0.0311704 | val_loss: 0.0311719 | Time: 1713.71 ms [2021-07-04 05:59:33 main:574] : INFO : Epoch 1628 | loss: 0.0311697 | val_loss: 0.0311708 | Time: 1668.18 ms [2021-07-04 05:59:34 main:574] : INFO : Epoch 1629 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 1689.64 ms [2021-07-04 05:59:36 main:574] : INFO : Epoch 1630 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 1704.96 ms [2021-07-04 05:59:38 main:574] : INFO : Epoch 1631 | loss: 0.0311723 | val_loss: 0.0311726 | Time: 1729.42 ms [2021-07-04 05:59:39 main:574] : INFO : Epoch 1632 | loss: 0.0312311 | val_loss: 0.0312049 | Time: 1685.6 ms [2021-07-04 05:59:41 main:574] : INFO : Epoch 1633 | loss: 0.0311977 | val_loss: 0.0311946 | Time: 1698.96 ms [2021-07-04 05:59:43 main:574] : INFO : Epoch 1634 | loss: 0.0311892 | val_loss: 0.0311878 | Time: 1678.12 ms [2021-07-04 05:59:44 main:574] : INFO : Epoch 1635 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 1666.14 ms [2021-07-04 05:59:46 main:574] : INFO : Epoch 1636 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 1672.79 ms [2021-07-04 05:59:48 main:574] : INFO : Epoch 1637 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 1675.89 ms [2021-07-04 05:59:49 main:574] : INFO : Epoch 1638 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 1695.46 ms [2021-07-04 05:59:51 main:574] : INFO : Epoch 1639 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1704.61 ms [2021-07-04 05:59:53 main:574] : INFO : Epoch 1640 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1683.73 ms [2021-07-04 05:59:55 main:574] : INFO : Epoch 1641 | loss: 0.0311778 | val_loss: 0.031179 | Time: 1681.84 ms [2021-07-04 05:59:56 main:574] : INFO : Epoch 1642 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1681.98 ms [2021-07-04 05:59:58 main:574] : INFO : Epoch 1643 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 1688.75 ms [2021-07-04 06:00:00 main:574] : INFO : Epoch 1644 | loss: 0.0311776 | val_loss: 0.0311787 | Time: 1691.53 ms [2021-07-04 06:00:01 main:574] : INFO : Epoch 1645 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1692.8 ms [2021-07-04 06:00:03 main:574] : INFO : Epoch 1646 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 1682.73 ms [2021-07-04 06:00:05 main:574] : INFO : Epoch 1647 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 1688.31 ms [2021-07-04 06:00:06 main:574] : INFO : Epoch 1648 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 1671.83 ms [2021-07-04 06:00:08 main:574] : INFO : Epoch 1649 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 1694.75 ms [2021-07-04 06:00:10 main:574] : INFO : Epoch 1650 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1697.36 ms [2021-07-04 06:00:11 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1706.88 ms [2021-07-04 06:00:13 main:574] : INFO : Epoch 1652 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 1693.62 ms [2021-07-04 06:00:15 main:574] : INFO : Epoch 1653 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 1696.94 ms [2021-07-04 06:00:17 main:574] : INFO : Epoch 1654 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 1673.53 ms [2021-07-04 06:00:18 main:574] : INFO : Epoch 1655 | loss: 0.0311748 | val_loss: 0.031181 | Time: 1673.5 ms [2021-07-04 06:00:20 main:574] : INFO : Epoch 1656 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 1688.63 ms [2021-07-04 06:00:22 main:574] : INFO : Epoch 1657 | loss: 0.031172 | val_loss: 0.0311753 | Time: 1683.79 ms [2021-07-04 06:00:23 main:574] : INFO : Epoch 1658 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 1674.54 ms [2021-07-04 06:00:25 main:574] : INFO : Epoch 1659 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 1658.27 ms [2021-07-04 06:00:27 main:574] : INFO : Epoch 1660 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1683.29 ms [2021-07-04 06:00:28 main:574] : INFO : Epoch 1661 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 1698.06 ms [2021-07-04 06:00:30 main:574] : INFO : Epoch 1662 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 1692.3 ms [2021-07-04 06:00:32 main:574] : INFO : Epoch 1663 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 1674.21 ms [2021-07-04 06:00:33 main:574] : INFO : Epoch 1664 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 1680.07 ms [2021-07-04 06:00:35 main:574] : INFO : Epoch 1665 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1692.2 ms [2021-07-04 06:00:37 main:574] : INFO : Epoch 1666 | loss: 0.031173 | val_loss: 0.0311745 | Time: 1674.55 ms [2021-07-04 06:00:38 main:574] : INFO : Epoch 1667 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1684.34 ms [2021-07-04 06:00:40 main:574] : INFO : Epoch 1668 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 1697.87 ms [2021-07-04 06:00:42 main:574] : INFO : Epoch 1669 | loss: 0.03117 | val_loss: 0.0311744 | Time: 1713.49 ms [2021-07-04 06:00:44 main:574] : INFO : Epoch 1670 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 1681.82 ms [2021-07-04 06:00:45 main:574] : INFO : Epoch 1671 | loss: 0.0311731 | val_loss: 0.0311898 | Time: 1672.14 ms [2021-07-04 06:00:47 main:574] : INFO : Epoch 1672 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 1678.23 ms [2021-07-04 06:00:49 main:574] : INFO : Epoch 1673 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 1695.28 ms [2021-07-04 06:00:50 main:574] : INFO : Epoch 1674 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 1693.71 ms [2021-07-04 06:00:52 main:574] : INFO : Epoch 1675 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 1701.3 ms [2021-07-04 06:00:54 main:574] : INFO : Epoch 1676 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 1689.19 ms [2021-07-04 06:00:55 main:574] : INFO : Epoch 1677 | loss: 0.0311705 | val_loss: 0.03118 | Time: 1678.55 ms [2021-07-04 06:00:57 main:574] : INFO : Epoch 1678 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 1690.56 ms [2021-07-04 06:00:59 main:574] : INFO : Epoch 1679 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 1703.54 ms [2021-07-04 06:01:00 main:574] : INFO : Epoch 1680 | loss: 0.03117 | val_loss: 0.0311755 | Time: 1704.82 ms [2021-07-04 06:01:02 main:574] : INFO : Epoch 1681 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 1697.11 ms [2021-07-04 06:01:04 main:574] : INFO : Epoch 1682 | loss: 0.0311813 | val_loss: 0.0311788 | Time: 1699.95 ms [2021-07-04 06:01:06 main:574] : INFO : Epoch 1683 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 1674.33 ms [2021-07-04 06:01:07 main:574] : INFO : Epoch 1684 | loss: 0.031172 | val_loss: 0.031179 | Time: 1689.62 ms [2021-07-04 06:01:09 main:574] : INFO : Epoch 1685 | loss: 0.03117 | val_loss: 0.0311823 | Time: 1690.71 ms [2021-07-04 06:01:11 main:574] : INFO : Epoch 1686 | loss: 0.0311741 | val_loss: 0.0311741 | Time: 1683.08 ms [2021-07-04 06:01:12 main:574] : INFO : Epoch 1687 | loss: 0.0311742 | val_loss: 0.031183 | Time: 1678.8 ms [2021-07-04 06:01:14 main:574] : INFO : Epoch 1688 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 1684.75 ms [2021-07-04 06:01:16 main:574] : INFO : Epoch 1689 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 1701.68 ms [2021-07-04 06:01:17 main:574] : INFO : Epoch 1690 | loss: 0.031174 | val_loss: 0.0311751 | Time: 1688.08 ms [2021-07-04 06:01:19 main:574] : INFO : Epoch 1691 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 1686.27 ms [2021-07-04 06:01:21 main:574] : INFO : Epoch 1692 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 1690.72 ms [2021-07-04 06:01:22 main:574] : INFO : Epoch 1693 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 1696.06 ms [2021-07-04 06:01:24 main:574] : INFO : Epoch 1694 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1684.94 ms [2021-07-04 06:01:26 main:574] : INFO : Epoch 1695 | loss: 0.0311702 | val_loss: 0.031182 | Time: 1687.56 ms [2021-07-04 06:01:27 main:574] : INFO : Epoch 1696 | loss: 0.0311703 | val_loss: 0.0311727 | Time: 1673.47 ms [2021-07-04 06:01:29 main:574] : INFO : Epoch 1697 | loss: 0.0311689 | val_loss: 0.031173 | Time: 1681.11 ms [2021-07-04 06:01:31 main:574] : INFO : Epoch 1698 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 1670.42 ms [2021-07-04 06:01:33 main:574] : INFO : Epoch 1699 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 1701.36 ms [2021-07-04 06:01:34 main:574] : INFO : Epoch 1700 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1695.25 ms [2021-07-04 06:01:36 main:574] : INFO : Epoch 1701 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 1694.28 ms [2021-07-04 06:01:38 main:574] : INFO : Epoch 1702 | loss: 0.0311682 | val_loss: 0.0311744 | Time: 1697 ms [2021-07-04 06:01:39 main:574] : INFO : Epoch 1703 | loss: 0.0311693 | val_loss: 0.031172 | Time: 1689.32 ms [2021-07-04 06:01:41 main:574] : INFO : Epoch 1704 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 1695.16 ms [2021-07-04 06:01:43 main:574] : INFO : Epoch 1705 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 1695.9 ms [2021-07-04 06:01:44 main:574] : INFO : Epoch 1706 | loss: 0.0311675 | val_loss: 0.0311713 | Time: 1675.45 ms [2021-07-04 06:01:46 main:574] : INFO : Epoch 1707 | loss: 0.031166 | val_loss: 0.0311721 | Time: 1697.67 ms [2021-07-04 06:01:48 main:574] : INFO : Epoch 1708 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 1682.72 ms [2021-07-04 06:01:50 main:574] : INFO : Epoch 1709 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1684.22 ms [2021-07-04 06:01:51 main:574] : INFO : Epoch 1710 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 1688.87 ms [2021-07-04 06:01:53 main:574] : INFO : Epoch 1711 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 1665.41 ms [2021-07-04 06:01:55 main:574] : INFO : Epoch 1712 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 1703.74 ms [2021-07-04 06:01:56 main:574] : INFO : Epoch 1713 | loss: 0.0311669 | val_loss: 0.031172 | Time: 1673.72 ms [2021-07-04 06:01:58 main:574] : INFO : Epoch 1714 | loss: 0.031166 | val_loss: 0.0311699 | Time: 1682.21 ms [2021-07-04 06:02:00 main:574] : INFO : Epoch 1715 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1678.18 ms [2021-07-04 06:02:01 main:574] : INFO : Epoch 1716 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 1674.33 ms [2021-07-04 06:02:03 main:574] : INFO : Epoch 1717 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 1685.21 ms [2021-07-04 06:02:05 main:574] : INFO : Epoch 1718 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1695.96 ms [2021-07-04 06:02:06 main:574] : INFO : Epoch 1719 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 1698.35 ms [2021-07-04 06:02:08 main:574] : INFO : Epoch 1720 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 1691.75 ms [2021-07-04 06:02:10 main:574] : INFO : Epoch 1721 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1703.67 ms [2021-07-04 06:02:11 main:574] : INFO : Epoch 1722 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1678.58 ms [2021-07-04 06:02:13 main:574] : INFO : Epoch 1723 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 1676.21 ms [2021-07-04 06:02:15 main:574] : INFO : Epoch 1724 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 1674.35 ms [2021-07-04 06:02:16 main:574] : INFO : Epoch 1725 | loss: 0.0311657 | val_loss: 0.0311735 | Time: 1671.5 ms [2021-07-04 06:02:18 main:574] : INFO : Epoch 1726 | loss: 0.0311685 | val_loss: 0.0311852 | Time: 1697.42 ms [2021-07-04 06:02:20 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.03117 | Time: 1710.6 ms [2021-07-04 06:02:22 main:574] : INFO : Epoch 1728 | loss: 0.0311649 | val_loss: 0.03117 | Time: 1685.84 ms [2021-07-04 06:02:23 main:574] : INFO : Epoch 1729 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 1678.5 ms [2021-07-04 06:02:25 main:574] : INFO : Epoch 1730 | loss: 0.031164 | val_loss: 0.0311696 | Time: 1681.45 ms [2021-07-04 06:02:27 main:574] : INFO : Epoch 1731 | loss: 0.0311662 | val_loss: 0.0311694 | Time: 1686.88 ms [2021-07-04 06:02:28 main:574] : INFO : Epoch 1732 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 1698.29 ms [2021-07-04 06:02:30 main:574] : INFO : Epoch 1733 | loss: 0.0311643 | val_loss: 0.0311809 | Time: 1676.7 ms [2021-07-04 06:02:32 main:574] : INFO : Epoch 1734 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 1692.75 ms [2021-07-04 06:02:33 main:574] : INFO : Epoch 1735 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 1677.17 ms [2021-07-04 06:02:35 main:574] : INFO : Epoch 1736 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1706.04 ms [2021-07-04 06:02:37 main:574] : INFO : Epoch 1737 | loss: 0.0311644 | val_loss: 0.031169 | Time: 1697.13 ms [2021-07-04 06:02:39 main:574] : INFO : Epoch 1738 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 1677.02 ms [2021-07-04 06:02:40 main:574] : INFO : Epoch 1739 | loss: 0.0311653 | val_loss: 0.0311687 | Time: 1697.75 ms [2021-07-04 06:02:42 main:574] : INFO : Epoch 1740 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1688.4 ms [2021-07-04 06:02:44 main:574] : INFO : Epoch 1741 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 1692.64 ms [2021-07-04 06:02:45 main:574] : INFO : Epoch 1742 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 1681.51 ms [2021-07-04 06:02:47 main:574] : INFO : Epoch 1743 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 1677.61 ms [2021-07-04 06:02:49 main:574] : INFO : Epoch 1744 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 1679.62 ms [2021-07-04 06:02:50 main:574] : INFO : Epoch 1745 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 1686.09 ms [2021-07-04 06:02:52 main:574] : INFO : Epoch 1746 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 1696.92 ms [2021-07-04 06:02:54 main:574] : INFO : Epoch 1747 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 1704.45 ms [2021-07-04 06:02:55 main:574] : INFO : Epoch 1748 | loss: 0.0311683 | val_loss: 0.031173 | Time: 1698.8 ms [2021-07-04 06:02:57 main:574] : INFO : Epoch 1749 | loss: 0.0311663 | val_loss: 0.0311705 | Time: 1701.94 ms [2021-07-04 06:02:59 main:574] : INFO : Epoch 1750 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 1684.8 ms [2021-07-04 06:03:01 main:574] : INFO : Epoch 1751 | loss: 0.031162 | val_loss: 0.0311696 | Time: 1679.9 ms [2021-07-04 06:03:02 main:574] : INFO : Epoch 1752 | loss: 0.0311641 | val_loss: 0.031168 | Time: 1679.72 ms [2021-07-04 06:03:04 main:574] : INFO : Epoch 1753 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 1677.76 ms [2021-07-04 06:03:06 main:574] : INFO : Epoch 1754 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 1677.25 ms [2021-07-04 06:03:07 main:574] : INFO : Epoch 1755 | loss: 0.031165 | val_loss: 0.0311746 | Time: 1702.48 ms [2021-07-04 06:03:09 main:574] : INFO : Epoch 1756 | loss: 0.0311666 | val_loss: 0.0311707 | Time: 1695.56 ms [2021-07-04 06:03:11 main:574] : INFO : Epoch 1757 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 1686.47 ms [2021-07-04 06:03:12 main:574] : INFO : Epoch 1758 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 1679.91 ms [2021-07-04 06:03:14 main:574] : INFO : Epoch 1759 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 1691.79 ms [2021-07-04 06:03:16 main:574] : INFO : Epoch 1760 | loss: 0.0311624 | val_loss: 0.031173 | Time: 1680.27 ms [2021-07-04 06:03:17 main:574] : INFO : Epoch 1761 | loss: 0.0311681 | val_loss: 0.0311723 | Time: 1683.73 ms [2021-07-04 06:03:19 main:574] : INFO : Epoch 1762 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 1668.63 ms [2021-07-04 06:03:21 main:574] : INFO : Epoch 1763 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 1699.81 ms [2021-07-04 06:03:22 main:574] : INFO : Epoch 1764 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1691.44 ms [2021-07-04 06:03:24 main:574] : INFO : Epoch 1765 | loss: 0.0311645 | val_loss: 0.0311689 | Time: 1691.65 ms [2021-07-04 06:03:26 main:574] : INFO : Epoch 1766 | loss: 0.0311642 | val_loss: 0.03117 | Time: 1682.5 ms [2021-07-04 06:03:28 main:574] : INFO : Epoch 1767 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 1691.95 ms [2021-07-04 06:03:29 main:574] : INFO : Epoch 1768 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 1682.26 ms [2021-07-04 06:03:31 main:574] : INFO : Epoch 1769 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 1696.78 ms [2021-07-04 06:03:33 main:574] : INFO : Epoch 1770 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 1697 ms [2021-07-04 06:03:34 main:574] : INFO : Epoch 1771 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 1691.11 ms [2021-07-04 06:03:36 main:574] : INFO : Epoch 1772 | loss: 0.0311637 | val_loss: 0.0311676 | Time: 1690.26 ms [2021-07-04 06:03:38 main:574] : INFO : Epoch 1773 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1675.25 ms [2021-07-04 06:03:39 main:574] : INFO : Epoch 1774 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1674.82 ms [2021-07-04 06:03:41 main:574] : INFO : Epoch 1775 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 1684.62 ms [2021-07-04 06:03:43 main:574] : INFO : Epoch 1776 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 1691.04 ms [2021-07-04 06:03:44 main:574] : INFO : Epoch 1777 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 1688.73 ms [2021-07-04 06:03:46 main:574] : INFO : Epoch 1778 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 1674.77 ms [2021-07-04 06:03:48 main:574] : INFO : Epoch 1779 | loss: 0.0311622 | val_loss: 0.031172 | Time: 1682.06 ms [2021-07-04 06:03:50 main:574] : INFO : Epoch 1780 | loss: 0.0311628 | val_loss: 0.0311741 | Time: 1710.88 ms [2021-07-04 06:03:51 main:574] : INFO : Epoch 1781 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1695.13 ms [2021-07-04 06:03:53 main:574] : INFO : Epoch 1782 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 1682.12 ms [2021-07-04 06:03:55 main:574] : INFO : Epoch 1783 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1670.84 ms [2021-07-04 06:03:56 main:574] : INFO : Epoch 1784 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 1686.6 ms [2021-07-04 06:03:58 main:574] : INFO : Epoch 1785 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 1686.33 ms [2021-07-04 06:04:00 main:574] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1698.56 ms [2021-07-04 06:04:01 main:574] : INFO : Epoch 1787 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 1681.23 ms [2021-07-04 06:04:03 main:574] : INFO : Epoch 1788 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 1679.57 ms [2021-07-04 06:04:05 main:574] : INFO : Epoch 1789 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 1697.3 ms [2021-07-04 06:04:06 main:574] : INFO : Epoch 1790 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 1705.85 ms [2021-07-04 06:04:08 main:574] : INFO : Epoch 1791 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 1690.64 ms [2021-07-04 06:04:10 main:574] : INFO : Epoch 1792 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1685.6 ms [2021-07-04 06:04:11 main:574] : INFO : Epoch 1793 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 1665.4 ms [2021-07-04 06:04:13 main:574] : INFO : Epoch 1794 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1673.86 ms [2021-07-04 06:04:15 main:574] : INFO : Epoch 1795 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 1678.62 ms [2021-07-04 06:04:17 main:574] : INFO : Epoch 1796 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 1675.78 ms [2021-07-04 06:04:18 main:574] : INFO : Epoch 1797 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1670.32 ms [2021-07-04 06:04:20 main:574] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 1687.38 ms [2021-07-04 06:04:22 main:574] : INFO : Epoch 1799 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 1699.48 ms [2021-07-04 06:04:23 main:574] : INFO : Epoch 1800 | loss: 0.0311614 | val_loss: 0.0311724 | Time: 1710.79 ms [2021-07-04 06:04:25 main:574] : INFO : Epoch 1801 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 1676.16 ms [2021-07-04 06:04:27 main:574] : INFO : Epoch 1802 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 1671.81 ms [2021-07-04 06:04:28 main:574] : INFO : Epoch 1803 | loss: 0.0311611 | val_loss: 0.03117 | Time: 1702.79 ms [2021-07-04 06:04:30 main:574] : INFO : Epoch 1804 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 1675.95 ms [2021-07-04 06:04:32 main:574] : INFO : Epoch 1805 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 1689.63 ms [2021-07-04 06:04:33 main:574] : INFO : Epoch 1806 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 1684.29 ms [2021-07-04 06:04:35 main:574] : INFO : Epoch 1807 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1693.68 ms [2021-07-04 06:04:37 main:574] : INFO : Epoch 1808 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1696.1 ms [2021-07-04 06:04:38 main:574] : INFO : Epoch 1809 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 1674.25 ms [2021-07-04 06:04:40 main:574] : INFO : Epoch 1810 | loss: 0.031162 | val_loss: 0.0311748 | Time: 1692.82 ms [2021-07-04 06:04:42 main:574] : INFO : Epoch 1811 | loss: 0.0311621 | val_loss: 0.0311698 | Time: 1709.29 ms [2021-07-04 06:04:44 main:574] : INFO : Epoch 1812 | loss: 0.031162 | val_loss: 0.0311735 | Time: 1670.37 ms [2021-07-04 06:04:45 main:574] : INFO : Epoch 1813 | loss: 0.0311637 | val_loss: 0.031173 | Time: 1671.53 ms [2021-07-04 06:04:47 main:574] : INFO : Epoch 1814 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1678.01 ms [2021-07-04 06:04:49 main:574] : INFO : Epoch 1815 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 1699.62 ms [2021-07-04 06:04:50 main:574] : INFO : Epoch 1816 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 1710.28 ms [2021-07-04 06:04:52 main:574] : INFO : Epoch 1817 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 1681.91 ms [2021-07-04 06:04:54 main:574] : INFO : Epoch 1818 | loss: 0.0311624 | val_loss: 0.0311686 | Time: 1675.49 ms [2021-07-04 06:04:55 main:574] : INFO : Epoch 1819 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 1687.19 ms [2021-07-04 06:04:57 main:574] : INFO : Epoch 1820 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 1674.28 ms [2021-07-04 06:04:59 main:574] : INFO : Epoch 1821 | loss: 0.031162 | val_loss: 0.0311692 | Time: 1677.01 ms [2021-07-04 06:05:00 main:574] : INFO : Epoch 1822 | loss: 0.0311597 | val_loss: 0.0311684 | Time: 1679.01 ms [2021-07-04 06:05:02 main:574] : INFO : Epoch 1823 | loss: 0.0311598 | val_loss: 0.0311664 | Time: 1674.55 ms [2021-07-04 06:05:04 main:574] : INFO : Epoch 1824 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 1709.21 ms [2021-07-04 06:05:06 main:574] : INFO : Epoch 1825 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 1711.58 ms [2021-07-04 06:05:07 main:574] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.0311689 | Time: 1705.5 ms [2021-07-04 06:05:09 main:574] : INFO : Epoch 1827 | loss: 0.03116 | val_loss: 0.0311723 | Time: 1700.7 ms [2021-07-04 06:05:11 main:574] : INFO : Epoch 1828 | loss: 0.0311634 | val_loss: 0.0311678 | Time: 1667.99 ms [2021-07-04 06:05:12 main:574] : INFO : Epoch 1829 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 1679.47 ms [2021-07-04 06:05:14 main:574] : INFO : Epoch 1830 | loss: 0.0311591 | val_loss: 0.031173 | Time: 1679.4 ms [2021-07-04 06:05:16 main:574] : INFO : Epoch 1831 | loss: 0.0311717 | val_loss: 0.0311718 | Time: 1681.91 ms [2021-07-04 06:05:17 main:574] : INFO : Epoch 1832 | loss: 0.0311652 | val_loss: 0.031176 | Time: 1678.72 ms [2021-07-04 06:05:19 main:574] : INFO : Epoch 1833 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 1673.85 ms [2021-07-04 06:05:21 main:574] : INFO : Epoch 1834 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 1676.2 ms [2021-07-04 06:05:22 main:574] : INFO : Epoch 1835 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 1681.15 ms [2021-07-04 06:05:24 main:574] : INFO : Epoch 1836 | loss: 0.0311595 | val_loss: 0.031167 | Time: 1672.87 ms [2021-07-04 06:05:26 main:574] : INFO : Epoch 1837 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 1691.63 ms [2021-07-04 06:05:27 main:574] : INFO : Epoch 1838 | loss: 0.0311609 | val_loss: 0.0311768 | Time: 1705.77 ms [2021-07-04 06:05:29 main:574] : INFO : Epoch 1839 | loss: 0.0311594 | val_loss: 0.031168 | Time: 1728.76 ms [2021-07-04 06:05:31 main:574] : INFO : Epoch 1840 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 1693.79 ms [2021-07-04 06:05:33 main:574] : INFO : Epoch 1841 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 1692.67 ms [2021-07-04 06:05:34 main:574] : INFO : Epoch 1842 | loss: 0.0311606 | val_loss: 0.0311778 | Time: 1679.44 ms [2021-07-04 06:05:36 main:574] : INFO : Epoch 1843 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 1679.28 ms [2021-07-04 06:05:38 main:574] : INFO : Epoch 1844 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 1671.02 ms [2021-07-04 06:05:39 main:574] : INFO : Epoch 1845 | loss: 0.0311643 | val_loss: 0.031169 | Time: 1664.18 ms [2021-07-04 06:05:41 main:574] : INFO : Epoch 1846 | loss: 0.0311612 | val_loss: 0.031171 | Time: 1679.81 ms [2021-07-04 06:05:43 main:574] : INFO : Epoch 1847 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 1683.75 ms [2021-07-04 06:05:44 main:574] : INFO : Epoch 1848 | loss: 0.0311613 | val_loss: 0.0311671 | Time: 1695.7 ms [2021-07-04 06:05:46 main:574] : INFO : Epoch 1849 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 1722.72 ms [2021-07-04 06:05:48 main:574] : INFO : Epoch 1850 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 1692.72 ms [2021-07-04 06:05:49 main:574] : INFO : Epoch 1851 | loss: 0.0311618 | val_loss: 0.0311688 | Time: 1688.74 ms [2021-07-04 06:05:51 main:574] : INFO : Epoch 1852 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1698.13 ms [2021-07-04 06:05:53 main:574] : INFO : Epoch 1853 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 1690.87 ms [2021-07-04 06:05:55 main:574] : INFO : Epoch 1854 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 1692.99 ms [2021-07-04 06:05:56 main:574] : INFO : Epoch 1855 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 1681.25 ms [2021-07-04 06:05:58 main:574] : INFO : Epoch 1856 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 1685.86 ms [2021-07-04 06:06:00 main:574] : INFO : Epoch 1857 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 1713.5 ms [2021-07-04 06:06:01 main:574] : INFO : Epoch 1858 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 1704.35 ms [2021-07-04 06:06:03 main:574] : INFO : Epoch 1859 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 1711.84 ms [2021-07-04 06:06:05 main:574] : INFO : Epoch 1860 | loss: 0.031163 | val_loss: 0.0311766 | Time: 1703.29 ms [2021-07-04 06:06:07 main:574] : INFO : Epoch 1861 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1690.73 ms [2021-07-04 06:06:08 main:574] : INFO : Epoch 1862 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 1698.54 ms [2021-07-04 06:06:10 main:574] : INFO : Epoch 1863 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 1666.73 ms [2021-07-04 06:06:12 main:574] : INFO : Epoch 1864 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 1667.03 ms [2021-07-04 06:06:13 main:574] : INFO : Epoch 1865 | loss: 0.0311608 | val_loss: 0.031168 | Time: 1675.54 ms [2021-07-04 06:06:15 main:574] : INFO : Epoch 1866 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 1675.01 ms [2021-07-04 06:06:17 main:574] : INFO : Epoch 1867 | loss: 0.0311622 | val_loss: 0.0311693 | Time: 1665.22 ms [2021-07-04 06:06:18 main:574] : INFO : Epoch 1868 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 1669.71 ms [2021-07-04 06:06:20 main:574] : INFO : Epoch 1869 | loss: 0.031161 | val_loss: 0.031168 | Time: 1671.87 ms [2021-07-04 06:06:22 main:574] : INFO : Epoch 1870 | loss: 0.0311606 | val_loss: 0.0311679 | Time: 1701.47 ms [2021-07-04 06:06:23 main:574] : INFO : Epoch 1871 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 1686.42 ms [2021-07-04 06:06:25 main:574] : INFO : Epoch 1872 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 1671.95 ms [2021-07-04 06:06:27 main:574] : INFO : Epoch 1873 | loss: 0.0311612 | val_loss: 0.031171 | Time: 1661.09 ms [2021-07-04 06:06:28 main:574] : INFO : Epoch 1874 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 1665.99 ms [2021-07-04 06:06:30 main:574] : INFO : Epoch 1875 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 1695.79 ms [2021-07-04 06:06:32 main:574] : INFO : Epoch 1876 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 1686.67 ms [2021-07-04 06:06:33 main:574] : INFO : Epoch 1877 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 1705.06 ms [2021-07-04 06:06:35 main:574] : INFO : Epoch 1878 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 1701.24 ms [2021-07-04 06:06:37 main:574] : INFO : Epoch 1879 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 1682.88 ms [2021-07-04 06:06:38 main:574] : INFO : Epoch 1880 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 1676.93 ms [2021-07-04 06:06:40 main:574] : INFO : Epoch 1881 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 1677.44 ms [2021-07-04 06:06:42 main:574] : INFO : Epoch 1882 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 1712.42 ms [2021-07-04 06:06:44 main:574] : INFO : Epoch 1883 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 1672.84 ms [2021-07-04 06:06:45 main:574] : INFO : Epoch 1884 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 1675.68 ms [2021-07-04 06:06:47 main:574] : INFO : Epoch 1885 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 1683.18 ms [2021-07-04 06:06:49 main:574] : INFO : Epoch 1886 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 1669.1 ms [2021-07-04 06:06:50 main:574] : INFO : Epoch 1887 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 1684.78 ms [2021-07-04 06:06:52 main:574] : INFO : Epoch 1888 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1705.53 ms [2021-07-04 06:06:54 main:574] : INFO : Epoch 1889 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1709.5 ms [2021-07-04 06:06:55 main:574] : INFO : Epoch 1890 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 1684.89 ms [2021-07-04 06:06:57 main:574] : INFO : Epoch 1891 | loss: 0.031159 | val_loss: 0.0311717 | Time: 1689.92 ms [2021-07-04 06:06:59 main:574] : INFO : Epoch 1892 | loss: 0.0311576 | val_loss: 0.0311688 | Time: 1694.82 ms [2021-07-04 06:07:00 main:574] : INFO : Epoch 1893 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 1671.25 ms [2021-07-04 06:07:02 main:574] : INFO : Epoch 1894 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 1679.39 ms [2021-07-04 06:07:04 main:574] : INFO : Epoch 1895 | loss: 0.0311577 | val_loss: 0.0311664 | Time: 1666.63 ms [2021-07-04 06:07:05 main:574] : INFO : Epoch 1896 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 1670.3 ms [2021-07-04 06:07:07 main:574] : INFO : Epoch 1897 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 1677.89 ms [2021-07-04 06:07:09 main:574] : INFO : Epoch 1898 | loss: 0.0311674 | val_loss: 0.031173 | Time: 1688.09 ms [2021-07-04 06:07:11 main:574] : INFO : Epoch 1899 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 1690.84 ms [2021-07-04 06:07:12 main:574] : INFO : Epoch 1900 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 1701.33 ms [2021-07-04 06:07:14 main:574] : INFO : Epoch 1901 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1693.83 ms [2021-07-04 06:07:16 main:574] : INFO : Epoch 1902 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 1700.5 ms [2021-07-04 06:07:17 main:574] : INFO : Epoch 1903 | loss: 0.0311547 | val_loss: 0.0311665 | Time: 1684.14 ms [2021-07-04 06:07:19 main:574] : INFO : Epoch 1904 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 1683.58 ms [2021-07-04 06:07:21 main:574] : INFO : Epoch 1905 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 1700.63 ms [2021-07-04 06:07:22 main:574] : INFO : Epoch 1906 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 1676.16 ms [2021-07-04 06:07:24 main:574] : INFO : Epoch 1907 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 1680.06 ms [2021-07-04 06:07:26 main:574] : INFO : Epoch 1908 | loss: 0.0311578 | val_loss: 0.0311677 | Time: 1656.05 ms [2021-07-04 06:07:27 main:574] : INFO : Epoch 1909 | loss: 0.031155 | val_loss: 0.031172 | Time: 1680.45 ms [2021-07-04 06:07:29 main:574] : INFO : Epoch 1910 | loss: 0.0311544 | val_loss: 0.0311695 | Time: 1684.78 ms [2021-07-04 06:07:31 main:574] : INFO : Epoch 1911 | loss: 0.0311527 | val_loss: 0.0311659 | Time: 1698.41 ms [2021-07-04 06:07:33 main:574] : INFO : Epoch 1912 | loss: 0.0311551 | val_loss: 0.0311674 | Time: 1697.02 ms [2021-07-04 06:07:34 main:574] : INFO : Epoch 1913 | loss: 0.0311528 | val_loss: 0.031167 | Time: 1691.16 ms [2021-07-04 06:07:36 main:574] : INFO : Epoch 1914 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 1687.84 ms [2021-07-04 06:07:38 main:574] : INFO : Epoch 1915 | loss: 0.0311533 | val_loss: 0.031171 | Time: 1685.37 ms [2021-07-04 06:07:39 main:574] : INFO : Epoch 1916 | loss: 0.0311555 | val_loss: 0.0311665 | Time: 1688.51 ms [2021-07-04 06:07:41 main:574] : INFO : Epoch 1917 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1678.95 ms [2021-07-04 06:07:43 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 1672.34 ms [2021-07-04 06:07:44 main:574] : INFO : Epoch 1919 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 1665.36 ms [2021-07-04 06:07:46 main:574] : INFO : Epoch 1920 | loss: 0.0311546 | val_loss: 0.0311718 | Time: 1676.7 ms [2021-07-04 06:07:48 main:574] : INFO : Epoch 1921 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 1673.53 ms [2021-07-04 06:07:49 main:574] : INFO : Epoch 1922 | loss: 0.0311523 | val_loss: 0.0311651 | Time: 1695.19 ms [2021-07-04 06:07:51 main:574] : INFO : Epoch 1923 | loss: 0.0311522 | val_loss: 0.0311643 | Time: 1707.07 ms [2021-07-04 06:07:53 main:574] : INFO : Epoch 1924 | loss: 0.031154 | val_loss: 0.031171 | Time: 1692.46 ms [2021-07-04 06:07:54 main:574] : INFO : Epoch 1925 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 1706.1 ms [2021-07-04 06:07:56 main:574] : INFO : Epoch 1926 | loss: 0.0311542 | val_loss: 0.031166 | Time: 1706.54 ms [2021-07-04 06:07:58 main:574] : INFO : Epoch 1927 | loss: 0.0311565 | val_loss: 0.0311811 | Time: 1692.35 ms [2021-07-04 06:08:00 main:574] : INFO : Epoch 1928 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 1691.13 ms [2021-07-04 06:08:01 main:574] : INFO : Epoch 1929 | loss: 0.0311518 | val_loss: 0.0311665 | Time: 1676.86 ms [2021-07-04 06:08:03 main:574] : INFO : Epoch 1930 | loss: 0.0311501 | val_loss: 0.031164 | Time: 1655.39 ms [2021-07-04 06:08:05 main:574] : INFO : Epoch 1931 | loss: 0.0311502 | val_loss: 0.0311837 | Time: 1678.95 ms [2021-07-04 06:08:06 main:574] : INFO : Epoch 1932 | loss: 0.0311531 | val_loss: 0.0311641 | Time: 1669.87 ms [2021-07-04 06:08:08 main:574] : INFO : Epoch 1933 | loss: 0.031152 | val_loss: 0.0311655 | Time: 1702.32 ms [2021-07-04 06:08:10 main:574] : INFO : Epoch 1934 | loss: 0.031152 | val_loss: 0.031162 | Time: 1679.82 ms [2021-07-04 06:08:11 main:574] : INFO : Epoch 1935 | loss: 0.0311486 | val_loss: 0.0311615 | Time: 1660.09 ms [2021-07-04 06:08:13 main:574] : INFO : Epoch 1936 | loss: 0.031148 | val_loss: 0.0311609 | Time: 1694.19 ms [2021-07-04 06:08:15 main:574] : INFO : Epoch 1937 | loss: 0.0311478 | val_loss: 0.0311605 | Time: 1688.29 ms [2021-07-04 06:08:16 main:574] : INFO : Epoch 1938 | loss: 0.0311467 | val_loss: 0.0311591 | Time: 1675.06 ms [2021-07-04 06:08:18 main:574] : INFO : Epoch 1939 | loss: 0.0311458 | val_loss: 0.0311598 | Time: 1677.05 ms [2021-07-04 06:08:20 main:574] : INFO : Epoch 1940 | loss: 0.0311496 | val_loss: 0.0311637 | Time: 1676.81 ms [2021-07-04 06:08:21 main:574] : INFO : Epoch 1941 | loss: 0.0311482 | val_loss: 0.0311602 | Time: 1689.95 ms [2021-07-04 06:08:23 main:574] : INFO : Epoch 1942 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 1689.56 ms [2021-07-04 06:08:25 main:574] : INFO : Epoch 1943 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 1684.64 ms [2021-07-04 06:08:27 main:574] : INFO : Epoch 1944 | loss: 0.031148 | val_loss: 0.0311591 | Time: 1675.36 ms [2021-07-04 06:08:28 main:574] : INFO : Epoch 1945 | loss: 0.0311473 | val_loss: 0.0311602 | Time: 1681.7 ms [2021-07-04 06:08:30 main:574] : INFO : Epoch 1946 | loss: 0.0311473 | val_loss: 0.0311641 | Time: 1691.55 ms [2021-07-04 06:08:32 main:574] : INFO : Epoch 1947 | loss: 0.0311508 | val_loss: 0.0311615 | Time: 1668.15 ms [2021-07-04 06:08:33 main:574] : INFO : Epoch 1948 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1699.28 ms [2021-07-04 06:08:35 main:574] : INFO : Epoch 1949 | loss: 0.0311509 | val_loss: 0.0311586 | Time: 1680.56 ms [2021-07-04 06:08:37 main:574] : INFO : Epoch 1950 | loss: 0.031148 | val_loss: 0.0311593 | Time: 1706.74 ms [2021-07-04 06:08:38 main:574] : INFO : Epoch 1951 | loss: 0.0311516 | val_loss: 0.0311689 | Time: 1662.76 ms [2021-07-04 06:08:40 main:574] : INFO : Epoch 1952 | loss: 0.0311518 | val_loss: 0.03116 | Time: 1679.77 ms [2021-07-04 06:08:42 main:574] : INFO : Epoch 1953 | loss: 0.0311568 | val_loss: 0.0311715 | Time: 1678.55 ms [2021-07-04 06:08:43 main:574] : INFO : Epoch 1954 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 1665.44 ms [2021-07-04 06:08:45 main:574] : INFO : Epoch 1955 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 1692.1 ms [2021-07-04 06:08:47 main:574] : INFO : Epoch 1956 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 1688.13 ms [2021-07-04 06:08:48 main:574] : INFO : Epoch 1957 | loss: 0.0311525 | val_loss: 0.0311631 | Time: 1668.63 ms [2021-07-04 06:08:50 main:574] : INFO : Epoch 1958 | loss: 0.0311506 | val_loss: 0.031161 | Time: 1675.11 ms [2021-07-04 06:08:52 main:574] : INFO : Epoch 1959 | loss: 0.0311508 | val_loss: 0.03116 | Time: 1671.93 ms [2021-07-04 06:08:53 main:574] : INFO : Epoch 1960 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 1700.51 ms [2021-07-04 06:08:55 main:574] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.0311631 | Time: 1706.11 ms [2021-07-04 06:08:57 main:574] : INFO : Epoch 1962 | loss: 0.0311491 | val_loss: 0.0311676 | Time: 1680.75 ms [2021-07-04 06:08:59 main:574] : INFO : Epoch 1963 | loss: 0.0311512 | val_loss: 0.0311614 | Time: 1688.82 ms [2021-07-04 06:09:00 main:574] : INFO : Epoch 1964 | loss: 0.0311543 | val_loss: 0.031167 | Time: 1683.23 ms [2021-07-04 06:09:02 main:574] : INFO : Epoch 1965 | loss: 0.0311519 | val_loss: 0.0311615 | Time: 1688.16 ms [2021-07-04 06:09:04 main:574] : INFO : Epoch 1966 | loss: 0.0311484 | val_loss: 0.0311644 | Time: 1677.06 ms [2021-07-04 06:09:05 main:574] : INFO : Epoch 1967 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 1669.61 ms [2021-07-04 06:09:07 main:574] : INFO : Epoch 1968 | loss: 0.0311451 | val_loss: 0.0311599 | Time: 1678.49 ms [2021-07-04 06:09:09 main:574] : INFO : Epoch 1969 | loss: 0.0311463 | val_loss: 0.0311636 | Time: 1682.03 ms [2021-07-04 06:09:10 main:574] : INFO : Epoch 1970 | loss: 0.0311505 | val_loss: 0.0311636 | Time: 1671.41 ms [2021-07-04 06:09:12 main:574] : INFO : Epoch 1971 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 1704.92 ms [2021-07-04 06:09:14 main:574] : INFO : Epoch 1972 | loss: 0.031147 | val_loss: 0.0311565 | Time: 1685.9 ms [2021-07-04 06:09:15 main:574] : INFO : Epoch 1973 | loss: 0.0311465 | val_loss: 0.0311568 | Time: 1679.68 ms [2021-07-04 06:09:17 main:574] : INFO : Epoch 1974 | loss: 0.0311477 | val_loss: 0.0311574 | Time: 1680.38 ms [2021-07-04 06:09:19 main:574] : INFO : Epoch 1975 | loss: 0.0311463 | val_loss: 0.0311593 | Time: 1691.76 ms [2021-07-04 06:09:20 main:574] : INFO : Epoch 1976 | loss: 0.0311484 | val_loss: 0.0311624 | Time: 1704.13 ms [2021-07-04 06:09:22 main:574] : INFO : Epoch 1977 | loss: 0.0311498 | val_loss: 0.0311603 | Time: 1664.51 ms [2021-07-04 06:09:24 main:574] : INFO : Epoch 1978 | loss: 0.0311486 | val_loss: 0.0311622 | Time: 1695.82 ms [2021-07-04 06:09:26 main:574] : INFO : Epoch 1979 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 1691.36 ms [2021-07-04 06:09:27 main:574] : INFO : Epoch 1980 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1687.01 ms [2021-07-04 06:09:29 main:574] : INFO : Epoch 1981 | loss: 0.0311437 | val_loss: 0.0311594 | Time: 1688.94 ms [2021-07-04 06:09:31 main:574] : INFO : Epoch 1982 | loss: 0.0311442 | val_loss: 0.0311619 | Time: 1685.91 ms [2021-07-04 06:09:32 main:574] : INFO : Epoch 1983 | loss: 0.0311459 | val_loss: 0.0311612 | Time: 1692.19 ms [2021-07-04 06:09:34 main:574] : INFO : Epoch 1984 | loss: 0.0311655 | val_loss: 0.0311802 | Time: 1699.86 ms [2021-07-04 06:09:36 main:574] : INFO : Epoch 1985 | loss: 0.0311783 | val_loss: 0.0311739 | Time: 1663.99 ms [2021-07-04 06:09:37 main:574] : INFO : Epoch 1986 | loss: 0.0311684 | val_loss: 0.0311707 | Time: 1671.38 ms [2021-07-04 06:09:39 main:574] : INFO : Epoch 1987 | loss: 0.0311633 | val_loss: 0.0311656 | Time: 1697.06 ms [2021-07-04 06:09:41 main:574] : INFO : Epoch 1988 | loss: 0.0311644 | val_loss: 0.0311666 | Time: 1695.68 ms [2021-07-04 06:09:42 main:574] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1704.66 ms [2021-07-04 06:09:44 main:574] : INFO : Epoch 1990 | loss: 0.0311618 | val_loss: 0.0311669 | Time: 1691.46 ms [2021-07-04 06:09:46 main:574] : INFO : Epoch 1991 | loss: 0.0311604 | val_loss: 0.0311663 | Time: 1709.19 ms [2021-07-04 06:09:48 main:574] : INFO : Epoch 1992 | loss: 0.0311619 | val_loss: 0.0311647 | Time: 1695.83 ms [2021-07-04 06:09:49 main:574] : INFO : Epoch 1993 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 1685.29 ms [2021-07-04 06:09:51 main:574] : INFO : Epoch 1994 | loss: 0.031158 | val_loss: 0.0311722 | Time: 1703.09 ms [2021-07-04 06:09:53 main:574] : INFO : Epoch 1995 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 1695.27 ms [2021-07-04 06:09:54 main:574] : INFO : Epoch 1996 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 1683.33 ms [2021-07-04 06:09:56 main:574] : INFO : Epoch 1997 | loss: 0.031156 | val_loss: 0.0311641 | Time: 1674.99 ms [2021-07-04 06:09:58 main:574] : INFO : Epoch 1998 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 1657.82 ms [2021-07-04 06:09:59 main:574] : INFO : Epoch 1999 | loss: 0.0311542 | val_loss: 0.0311653 | Time: 1669.68 ms [2021-07-04 06:10:01 main:574] : INFO : Epoch 2000 | loss: 0.0311537 | val_loss: 0.031161 | Time: 1668.05 ms [2021-07-04 06:10:03 main:574] : INFO : Epoch 2001 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 1666.06 ms [2021-07-04 06:10:04 main:574] : INFO : Epoch 2002 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1669.52 ms [2021-07-04 06:10:06 main:574] : INFO : Epoch 2003 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 1699.42 ms [2021-07-04 06:10:08 main:574] : INFO : Epoch 2004 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 1697.68 ms [2021-07-04 06:10:09 main:574] : INFO : Epoch 2005 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 1705.63 ms [2021-07-04 06:10:11 main:574] : INFO : Epoch 2006 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 1697.78 ms [2021-07-04 06:10:13 main:574] : INFO : Epoch 2007 | loss: 0.0311533 | val_loss: 0.0311653 | Time: 1671.69 ms [2021-07-04 06:10:15 main:574] : INFO : Epoch 2008 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 1681.88 ms [2021-07-04 06:10:16 main:574] : INFO : Epoch 2009 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 1690.29 ms [2021-07-04 06:10:18 main:574] : INFO : Epoch 2010 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 1668.9 ms [2021-07-04 06:10:20 main:574] : INFO : Epoch 2011 | loss: 0.0311496 | val_loss: 0.0311608 | Time: 1685.61 ms [2021-07-04 06:10:21 main:574] : INFO : Epoch 2012 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 1672.49 ms [2021-07-04 06:10:23 main:574] : INFO : Epoch 2013 | loss: 0.0311494 | val_loss: 0.0311617 | Time: 1695.23 ms [2021-07-04 06:10:25 main:574] : INFO : Epoch 2014 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 1685.46 ms [2021-07-04 06:10:26 main:574] : INFO : Epoch 2015 | loss: 0.031148 | val_loss: 0.0311626 | Time: 1679.07 ms [2021-07-04 06:10:28 main:574] : INFO : Epoch 2016 | loss: 0.0311496 | val_loss: 0.0311635 | Time: 1671.74 ms [2021-07-04 06:10:30 main:574] : INFO : Epoch 2017 | loss: 0.0311478 | val_loss: 0.031165 | Time: 1686.33 ms [2021-07-04 06:10:31 main:574] : INFO : Epoch 2018 | loss: 0.0311473 | val_loss: 0.0311635 | Time: 1666.94 ms [2021-07-04 06:10:33 main:574] : INFO : Epoch 2019 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 1675.69 ms [2021-07-04 06:10:35 main:574] : INFO : Epoch 2020 | loss: 0.031147 | val_loss: 0.0311694 | Time: 1693.3 ms [2021-07-04 06:10:36 main:574] : INFO : Epoch 2021 | loss: 0.0311468 | val_loss: 0.0311626 | Time: 1705.99 ms [2021-07-04 06:10:38 main:574] : INFO : Epoch 2022 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 1669 ms [2021-07-04 06:10:40 main:574] : INFO : Epoch 2023 | loss: 0.0311453 | val_loss: 0.0311658 | Time: 1677.71 ms [2021-07-04 06:10:42 main:574] : INFO : Epoch 2024 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 1681.97 ms [2021-07-04 06:10:43 main:574] : INFO : Epoch 2025 | loss: 0.0311473 | val_loss: 0.0311663 | Time: 1691.83 ms [2021-07-04 06:10:45 main:574] : INFO : Epoch 2026 | loss: 0.0311471 | val_loss: 0.0311664 | Time: 1692.55 ms [2021-07-04 06:10:47 main:574] : INFO : Epoch 2027 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 1651.83 ms [2021-07-04 06:10:48 main:574] : INFO : Epoch 2028 | loss: 0.0311441 | val_loss: 0.0311711 | Time: 1683.91 ms [2021-07-04 06:10:50 main:574] : INFO : Epoch 2029 | loss: 0.0311466 | val_loss: 0.0311653 | Time: 1672.2 ms [2021-07-04 06:10:52 main:574] : INFO : Epoch 2030 | loss: 0.0311448 | val_loss: 0.0311608 | Time: 1685.29 ms [2021-07-04 06:10:53 main:574] : INFO : Epoch 2031 | loss: 0.0311427 | val_loss: 0.0311615 | Time: 1696.69 ms [2021-07-04 06:10:55 main:574] : INFO : Epoch 2032 | loss: 0.0311436 | val_loss: 0.0311635 | Time: 1701.84 ms [2021-07-04 06:10:57 main:574] : INFO : Epoch 2033 | loss: 0.0311422 | val_loss: 0.0311593 | Time: 1697.44 ms [2021-07-04 06:10:58 main:574] : INFO : Epoch 2034 | loss: 0.0311403 | val_loss: 0.0311643 | Time: 1698.36 ms [2021-07-04 06:11:00 main:574] : INFO : Epoch 2035 | loss: 0.0311396 | val_loss: 0.031159 | Time: 1688.11 ms [2021-07-04 06:11:02 main:574] : INFO : Epoch 2036 | loss: 0.03114 | val_loss: 0.0311581 | Time: 1703.21 ms [2021-07-04 06:11:03 main:574] : INFO : Epoch 2037 | loss: 0.0311405 | val_loss: 0.0311556 | Time: 1683.31 ms [2021-07-04 06:11:05 main:574] : INFO : Epoch 2038 | loss: 0.0311414 | val_loss: 0.0311569 | Time: 1658.53 ms [2021-07-04 06:11:07 main:574] : INFO : Epoch 2039 | loss: 0.0311411 | val_loss: 0.031163 | Time: 1682.59 ms [2021-07-04 06:11:09 main:574] : INFO : Epoch 2040 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 1668.83 ms [2021-07-04 06:11:10 main:574] : INFO : Epoch 2041 | loss: 0.0311434 | val_loss: 0.0311598 | Time: 1698.26 ms [2021-07-04 06:11:12 main:574] : INFO : Epoch 2042 | loss: 0.0311378 | val_loss: 0.0311572 | Time: 1690.93 ms [2021-07-04 06:11:14 main:574] : INFO : Epoch 2043 | loss: 0.0311385 | val_loss: 0.0311615 | Time: 1693.5 ms [2021-07-04 06:11:15 main:574] : INFO : Epoch 2044 | loss: 0.0311381 | val_loss: 0.031156 | Time: 1683.16 ms [2021-07-04 06:11:17 main:574] : INFO : Epoch 2045 | loss: 0.0311374 | val_loss: 0.0311561 | Time: 1678.06 ms [2021-07-04 06:11:19 main:574] : INFO : Epoch 2046 | loss: 0.0311375 | val_loss: 0.0311588 | Time: 1679.43 ms [2021-07-04 06:11:20 main:574] : INFO : Epoch 2047 | loss: 0.0311367 | val_loss: 0.0311586 | Time: 1687.1 ms [2021-07-04 06:11:22 main:574] : INFO : Epoch 2048 | loss: 0.0311353 | val_loss: 0.0311597 | Time: 1676.62 ms [2021-07-04 06:11:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311597 [2021-07-04 06:11:22 main:603] : INFO : Saving end state to config to file [2021-07-04 06:11:22 main:608] : INFO : Success, exiting.. 06:11:22 (31748): 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)