Task 5146127
| Name | ParityModified-1619234231-23343-1_0 |
| Workunit | 3091037 |
| Created | 4 May 2021, 9:55:27 UTC |
| Sent | 13 May 2021, 0:43:39 UTC |
| Report deadline | 20 May 2021, 0:43:39 UTC |
| Received | 13 May 2021, 2:44:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 14 sec |
| CPU time | 59 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311839 | val_loss: 0.0311889 | Time: 1761.05 ms
[2021-05-12 21:31:06 main:574] : INFO : Epoch 1543 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 1750.35 ms
[2021-05-12 21:31:08 main:574] : INFO : Epoch 1544 | loss: 0.0311838 | val_loss: 0.0311877 | Time: 1758.96 ms
[2021-05-12 21:31:09 main:574] : INFO : Epoch 1545 | loss: 0.0311835 | val_loss: 0.0311874 | Time: 1759.7 ms
[2021-05-12 21:31:11 main:574] : INFO : Epoch 1546 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 1751.89 ms
[2021-05-12 21:31:13 main:574] : INFO : Epoch 1547 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 1752.75 ms
[2021-05-12 21:31:15 main:574] : INFO : Epoch 1548 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 1758.98 ms
[2021-05-12 21:31:16 main:574] : INFO : Epoch 1549 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 1755.28 ms
[2021-05-12 21:31:18 main:574] : INFO : Epoch 1550 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1759.96 ms
[2021-05-12 21:31:20 main:574] : INFO : Epoch 1551 | loss: 0.0311828 | val_loss: 0.0311886 | Time: 1768.74 ms
[2021-05-12 21:31:22 main:574] : INFO : Epoch 1552 | loss: 0.031183 | val_loss: 0.0311875 | Time: 1758.69 ms
[2021-05-12 21:31:24 main:574] : INFO : Epoch 1553 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 1761.8 ms
[2021-05-12 21:31:25 main:574] : INFO : Epoch 1554 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 1746.66 ms
[2021-05-12 21:31:27 main:574] : INFO : Epoch 1555 | loss: 0.0311822 | val_loss: 0.0311882 | Time: 1741.87 ms
[2021-05-12 21:31:29 main:574] : INFO : Epoch 1556 | loss: 0.031183 | val_loss: 0.0311892 | Time: 1756.47 ms
[2021-05-12 21:31:31 main:574] : INFO : Epoch 1557 | loss: 0.0311833 | val_loss: 0.0311871 | Time: 1747.21 ms
[2021-05-12 21:31:32 main:574] : INFO : Epoch 1558 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 1754.18 ms
[2021-05-12 21:31:34 main:574] : INFO : Epoch 1559 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1752.63 ms
[2021-05-12 21:31:36 main:574] : INFO : Epoch 1560 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1760.35 ms
[2021-05-12 21:31:38 main:574] : INFO : Epoch 1561 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 1763.61 ms
[2021-05-12 21:31:39 main:574] : INFO : Epoch 1562 | loss: 0.0311845 | val_loss: 0.031187 | Time: 1759.24 ms
[2021-05-12 21:31:41 main:574] : INFO : Epoch 1563 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 1756.77 ms
[2021-05-12 21:31:43 main:574] : INFO : Epoch 1564 | loss: 0.0311815 | val_loss: 0.0311873 | Time: 1747.51 ms
[2021-05-12 21:31:45 main:574] : INFO : Epoch 1565 | loss: 0.0311822 | val_loss: 0.0311877 | Time: 1765.82 ms
[2021-05-12 21:31:46 main:574] : INFO : Epoch 1566 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 1764.85 ms
[2021-05-12 21:31:48 main:574] : INFO : Epoch 1567 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 1746.67 ms
[2021-05-12 21:31:50 main:574] : INFO : Epoch 1568 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 1757.76 ms
[2021-05-12 21:31:52 main:574] : INFO : Epoch 1569 | loss: 0.0311827 | val_loss: 0.0311888 | Time: 1758.27 ms
[2021-05-12 21:31:53 main:574] : INFO : Epoch 1570 | loss: 0.0311815 | val_loss: 0.031187 | Time: 1753.12 ms
[2021-05-12 21:31:55 main:574] : INFO : Epoch 1571 | loss: 0.0311812 | val_loss: 0.031187 | Time: 1752.5 ms
[2021-05-12 21:31:57 main:574] : INFO : Epoch 1572 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 1755.94 ms
[2021-05-12 21:31:59 main:574] : INFO : Epoch 1573 | loss: 0.0311808 | val_loss: 0.0311882 | Time: 1744.04 ms
[2021-05-12 21:32:01 main:574] : INFO : Epoch 1574 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 1767.25 ms
[2021-05-12 21:32:02 main:574] : INFO : Epoch 1575 | loss: 0.0311813 | val_loss: 0.0311875 | Time: 1756.21 ms
[2021-05-12 21:32:04 main:574] : INFO : Epoch 1576 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1754.19 ms
[2021-05-12 21:32:06 main:574] : INFO : Epoch 1577 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 1763.6 ms
[2021-05-12 21:32:08 main:574] : INFO : Epoch 1578 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1762.07 ms
[2021-05-12 21:32:09 main:574] : INFO : Epoch 1579 | loss: 0.0311799 | val_loss: 0.0311875 | Time: 1764.88 ms
[2021-05-12 21:32:11 main:574] : INFO : Epoch 1580 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 1753.79 ms
[2021-05-12 21:32:13 main:574] : INFO : Epoch 1581 | loss: 0.0311836 | val_loss: 0.0311895 | Time: 1762.34 ms
[2021-05-12 21:32:15 main:574] : INFO : Epoch 1582 | loss: 0.031183 | val_loss: 0.0311881 | Time: 1750.36 ms
[2021-05-12 21:32:16 main:574] : INFO : Epoch 1583 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 1751.85 ms
[2021-05-12 21:32:18 main:574] : INFO : Epoch 1584 | loss: 0.031181 | val_loss: 0.0311889 | Time: 1761.7 ms
[2021-05-12 21:32:20 main:574] : INFO : Epoch 1585 | loss: 0.0311804 | val_loss: 0.0311883 | Time: 1758.88 ms
[2021-05-12 21:32:22 main:574] : INFO : Epoch 1586 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 1750.6 ms
[2021-05-12 21:32:23 main:574] : INFO : Epoch 1587 | loss: 0.0311804 | val_loss: 0.0311883 | Time: 1760.8 ms
[2021-05-12 21:32:25 main:574] : INFO : Epoch 1588 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 1764.45 ms
[2021-05-12 21:32:27 main:574] : INFO : Epoch 1589 | loss: 0.03118 | val_loss: 0.0311884 | Time: 1764.69 ms
[2021-05-12 21:32:29 main:574] : INFO : Epoch 1590 | loss: 0.03118 | val_loss: 0.0311874 | Time: 1761.97 ms
[2021-05-12 21:32:30 main:574] : INFO : Epoch 1591 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 1762.92 ms
[2021-05-12 21:32:32 main:574] : INFO : Epoch 1592 | loss: 0.0311804 | val_loss: 0.0311887 | Time: 1762.52 ms
[2021-05-12 21:32:34 main:574] : INFO : Epoch 1593 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 1752.7 ms
[2021-05-12 21:32:36 main:574] : INFO : Epoch 1594 | loss: 0.03118 | val_loss: 0.0311887 | Time: 1737 ms
[2021-05-12 21:32:38 main:574] : INFO : Epoch 1595 | loss: 0.0311793 | val_loss: 0.0311881 | Time: 1748.93 ms
[2021-05-12 21:32:39 main:574] : INFO : Epoch 1596 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1752.74 ms
[2021-05-12 21:32:41 main:574] : INFO : Epoch 1597 | loss: 0.0311801 | val_loss: 0.0311881 | Time: 1759.91 ms
[2021-05-12 21:32:43 main:574] : INFO : Epoch 1598 | loss: 0.0311799 | val_loss: 0.0311899 | Time: 1762.37 ms
[2021-05-12 21:32:45 main:574] : INFO : Epoch 1599 | loss: 0.031179 | val_loss: 0.0311886 | Time: 1763.93 ms
[2021-05-12 21:32:46 main:574] : INFO : Epoch 1600 | loss: 0.031179 | val_loss: 0.0311877 | Time: 1750.12 ms
[2021-05-12 21:32:48 main:574] : INFO : Epoch 1601 | loss: 0.0311798 | val_loss: 0.0311894 | Time: 1759.32 ms
[2021-05-12 21:32:50 main:574] : INFO : Epoch 1602 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 1753.33 ms
[2021-05-12 21:32:52 main:574] : INFO : Epoch 1603 | loss: 0.0311797 | val_loss: 0.0311874 | Time: 1757.59 ms
[2021-05-12 21:32:53 main:574] : INFO : Epoch 1604 | loss: 0.0311795 | val_loss: 0.0311886 | Time: 1765.1 ms
[2021-05-12 21:32:55 main:574] : INFO : Epoch 1605 | loss: 0.0311791 | val_loss: 0.0311879 | Time: 1758.02 ms
[2021-05-12 21:32:57 main:574] : INFO : Epoch 1606 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 1755.13 ms
[2021-05-12 21:32:59 main:574] : INFO : Epoch 1607 | loss: 0.0311808 | val_loss: 0.03119 | Time: 1755.23 ms
[2021-05-12 21:33:00 main:574] : INFO : Epoch 1608 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 1763.75 ms
[2021-05-12 21:33:02 main:574] : INFO : Epoch 1609 | loss: 0.0311801 | val_loss: 0.0311888 | Time: 1765.66 ms
[2021-05-12 21:33:04 main:574] : INFO : Epoch 1610 | loss: 0.0311793 | val_loss: 0.0311891 | Time: 1747.16 ms
[2021-05-12 21:33:06 main:574] : INFO : Epoch 1611 | loss: 0.0311801 | val_loss: 0.0311883 | Time: 1768.94 ms
[2021-05-12 21:33:07 main:574] : INFO : Epoch 1612 | loss: 0.0311789 | val_loss: 0.0311893 | Time: 1760.14 ms
[2021-05-12 21:33:09 main:574] : INFO : Epoch 1613 | loss: 0.0311786 | val_loss: 0.0311881 | Time: 1759 ms
[2021-05-12 21:33:11 main:574] : INFO : Epoch 1614 | loss: 0.0311787 | val_loss: 0.0311891 | Time: 1743.1 ms
[2021-05-12 21:33:13 main:574] : INFO : Epoch 1615 | loss: 0.0311796 | val_loss: 0.0311874 | Time: 1759.61 ms
[2021-05-12 21:33:15 main:574] : INFO : Epoch 1616 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 1751.04 ms
[2021-05-12 21:33:16 main:574] : INFO : Epoch 1617 | loss: 0.0311784 | val_loss: 0.0311889 | Time: 1751.81 ms
[2021-05-12 21:33:18 main:574] : INFO : Epoch 1618 | loss: 0.0311781 | val_loss: 0.0311883 | Time: 1766.8 ms
[2021-05-12 21:33:20 main:574] : INFO : Epoch 1619 | loss: 0.0311779 | val_loss: 0.0311883 | Time: 1744.35 ms
[2021-05-12 21:33:22 main:574] : INFO : Epoch 1620 | loss: 0.0311776 | val_loss: 0.031188 | Time: 1742.94 ms
[2021-05-12 21:33:23 main:574] : INFO : Epoch 1621 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 1749.01 ms
[2021-05-12 21:33:25 main:574] : INFO : Epoch 1622 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1758.99 ms
[2021-05-12 21:33:27 main:574] : INFO : Epoch 1623 | loss: 0.0311775 | val_loss: 0.0311906 | Time: 1752.55 ms
[2021-05-12 21:33:29 main:574] : INFO : Epoch 1624 | loss: 0.0311813 | val_loss: 0.0311897 | Time: 1745.38 ms
[2021-05-12 21:33:30 main:574] : INFO : Epoch 1625 | loss: 0.0311798 | val_loss: 0.0311897 | Time: 1771.03 ms
[2021-05-12 21:33:32 main:574] : INFO : Epoch 1626 | loss: 0.0311787 | val_loss: 0.031189 | Time: 1753.72 ms
[2021-05-12 21:33:34 main:574] : INFO : Epoch 1627 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 1753.63 ms
[2021-05-12 21:33:36 main:574] : INFO : Epoch 1628 | loss: 0.0311776 | val_loss: 0.0311883 | Time: 1761.39 ms
[2021-05-12 21:33:37 main:574] : INFO : Epoch 1629 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 1767.02 ms
[2021-05-12 21:33:39 main:574] : INFO : Epoch 1630 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 1744.43 ms
[2021-05-12 21:33:41 main:574] : INFO : Epoch 1631 | loss: 0.0311782 | val_loss: 0.0311883 | Time: 1759.08 ms
[2021-05-12 21:33:43 main:574] : INFO : Epoch 1632 | loss: 0.0311773 | val_loss: 0.0311885 | Time: 1755.75 ms
[2021-05-12 21:33:44 main:574] : INFO : Epoch 1633 | loss: 0.0311774 | val_loss: 0.0311893 | Time: 1761.42 ms
[2021-05-12 21:33:46 main:574] : INFO : Epoch 1634 | loss: 0.0311774 | val_loss: 0.0311927 | Time: 1757.59 ms
[2021-05-12 21:33:48 main:574] : INFO : Epoch 1635 | loss: 0.0311779 | val_loss: 0.0311884 | Time: 1753.05 ms
[2021-05-12 21:33:50 main:574] : INFO : Epoch 1636 | loss: 0.0311763 | val_loss: 0.0311886 | Time: 1761.5 ms
[2021-05-12 21:33:51 main:574] : INFO : Epoch 1637 | loss: 0.0311762 | val_loss: 0.0311885 | Time: 1744.9 ms
[2021-05-12 21:33:53 main:574] : INFO : Epoch 1638 | loss: 0.0311765 | val_loss: 0.0311883 | Time: 1767 ms
[2021-05-12 21:33:55 main:574] : INFO : Epoch 1639 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 1767.38 ms
[2021-05-12 21:33:57 main:574] : INFO : Epoch 1640 | loss: 0.0311755 | val_loss: 0.0311894 | Time: 1756.41 ms
[2021-05-12 21:33:59 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311891 | Time: 1756.63 ms
[2021-05-12 21:34:00 main:574] : INFO : Epoch 1642 | loss: 0.0311762 | val_loss: 0.0311972 | Time: 1758.2 ms
[2021-05-12 21:34:02 main:574] : INFO : Epoch 1643 | loss: 0.0311783 | val_loss: 0.0311885 | Time: 1750.94 ms
[2021-05-12 21:34:04 main:574] : INFO : Epoch 1644 | loss: 0.0311771 | val_loss: 0.0311909 | Time: 1761.17 ms
[2021-05-12 21:34:06 main:574] : INFO : Epoch 1645 | loss: 0.0311776 | val_loss: 0.0311879 | Time: 1747.19 ms
[2021-05-12 21:34:07 main:574] : INFO : Epoch 1646 | loss: 0.031177 | val_loss: 0.0311967 | Time: 1760.9 ms
[2021-05-12 21:34:09 main:574] : INFO : Epoch 1647 | loss: 0.0311777 | val_loss: 0.0311885 | Time: 1759.95 ms
[2021-05-12 21:34:11 main:574] : INFO : Epoch 1648 | loss: 0.0311762 | val_loss: 0.0311887 | Time: 1775.08 ms
[2021-05-12 21:34:13 main:574] : INFO : Epoch 1649 | loss: 0.0311776 | val_loss: 0.0311914 | Time: 1745.72 ms
[2021-05-12 21:34:14 main:574] : INFO : Epoch 1650 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 1761.36 ms
[2021-05-12 21:34:16 main:574] : INFO : Epoch 1651 | loss: 0.0311757 | val_loss: 0.0311881 | Time: 1746.53 ms
[2021-05-12 21:34:18 main:574] : INFO : Epoch 1652 | loss: 0.0311756 | val_loss: 0.0311888 | Time: 1753.97 ms
[2021-05-12 21:34:20 main:574] : INFO : Epoch 1653 | loss: 0.0311768 | val_loss: 0.0311901 | Time: 1774.67 ms
[2021-05-12 21:34:21 main:574] : INFO : Epoch 1654 | loss: 0.0311774 | val_loss: 0.0311922 | Time: 1757.02 ms
[2021-05-12 21:34:23 main:574] : INFO : Epoch 1655 | loss: 0.0311779 | val_loss: 0.0311895 | Time: 1765.34 ms
[2021-05-12 21:34:25 main:574] : INFO : Epoch 1656 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 1750.61 ms
[2021-05-12 21:34:27 main:574] : INFO : Epoch 1657 | loss: 0.0311763 | val_loss: 0.0311914 | Time: 1757.92 ms
[2021-05-12 21:34:28 main:574] : INFO : Epoch 1658 | loss: 0.0311763 | val_loss: 0.0311903 | Time: 1749.52 ms
[2021-05-12 21:34:30 main:574] : INFO : Epoch 1659 | loss: 0.0311798 | val_loss: 0.0311918 | Time: 1773.1 ms
[2021-05-12 21:34:32 main:574] : INFO : Epoch 1660 | loss: 0.0311783 | val_loss: 0.03119 | Time: 1765.34 ms
[2021-05-12 21:34:34 main:574] : INFO : Epoch 1661 | loss: 0.0311773 | val_loss: 0.0311898 | Time: 1751.86 ms
[2021-05-12 21:34:36 main:574] : INFO : Epoch 1662 | loss: 0.0311766 | val_loss: 0.031189 | Time: 1760.33 ms
[2021-05-12 21:34:37 main:574] : INFO : Epoch 1663 | loss: 0.0311775 | val_loss: 0.0311905 | Time: 1760.06 ms
[2021-05-12 21:34:39 main:574] : INFO : Epoch 1664 | loss: 0.0311765 | val_loss: 0.0311922 | Time: 1755.58 ms
[2021-05-12 21:34:41 main:574] : INFO : Epoch 1665 | loss: 0.0311768 | val_loss: 0.0311906 | Time: 1758.25 ms
[2021-05-12 21:34:43 main:574] : INFO : Epoch 1666 | loss: 0.0311755 | val_loss: 0.0311883 | Time: 1747.41 ms
[2021-05-12 21:34:44 main:574] : INFO : Epoch 1667 | loss: 0.031175 | val_loss: 0.031189 | Time: 1764.08 ms
[2021-05-12 21:34:46 main:574] : INFO : Epoch 1668 | loss: 0.0311749 | val_loss: 0.0311885 | Time: 1753.43 ms
[2021-05-12 21:34:48 main:574] : INFO : Epoch 1669 | loss: 0.0311766 | val_loss: 0.0311922 | Time: 1771.69 ms
[2021-05-12 21:34:50 main:574] : INFO : Epoch 1670 | loss: 0.031177 | val_loss: 0.0311878 | Time: 1751.37 ms
[2021-05-12 21:34:51 main:574] : INFO : Epoch 1671 | loss: 0.0311774 | val_loss: 0.031188 | Time: 1756.17 ms
[2021-05-12 21:34:53 main:574] : INFO : Epoch 1672 | loss: 0.0311758 | val_loss: 0.0311896 | Time: 1751.01 ms
[2021-05-12 21:34:55 main:574] : INFO : Epoch 1673 | loss: 0.0311764 | val_loss: 0.0311885 | Time: 1742.91 ms
[2021-05-12 21:34:57 main:574] : INFO : Epoch 1674 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 1756.52 ms
[2021-05-12 21:34:58 main:574] : INFO : Epoch 1675 | loss: 0.031177 | val_loss: 0.0311903 | Time: 1760.87 ms
[2021-05-12 21:35:00 main:574] : INFO : Epoch 1676 | loss: 0.0311773 | val_loss: 0.0311932 | Time: 1762.24 ms
[2021-05-12 21:35:02 main:574] : INFO : Epoch 1677 | loss: 0.0311791 | val_loss: 0.0312003 | Time: 1755.82 ms
[2021-05-12 21:35:04 main:574] : INFO : Epoch 1678 | loss: 0.031181 | val_loss: 0.03119 | Time: 1749.33 ms
[2021-05-12 21:35:06 main:574] : INFO : Epoch 1679 | loss: 0.0311785 | val_loss: 0.031192 | Time: 1768.97 ms
[2021-05-12 21:35:07 main:574] : INFO : Epoch 1680 | loss: 0.0311759 | val_loss: 0.0311882 | Time: 1753.54 ms
[2021-05-12 21:35:09 main:574] : INFO : Epoch 1681 | loss: 0.0311753 | val_loss: 0.0311893 | Time: 1756.59 ms
[2021-05-12 21:35:11 main:574] : INFO : Epoch 1682 | loss: 0.0311757 | val_loss: 0.0311899 | Time: 1749.92 ms
[2021-05-12 21:35:13 main:574] : INFO : Epoch 1683 | loss: 0.0311755 | val_loss: 0.0311899 | Time: 1761.67 ms
[2021-05-12 21:35:14 main:574] : INFO : Epoch 1684 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 1741.84 ms
[2021-05-12 21:35:16 main:574] : INFO : Epoch 1685 | loss: 0.0311752 | val_loss: 0.0311936 | Time: 1755.84 ms
[2021-05-12 21:35:18 main:574] : INFO : Epoch 1686 | loss: 0.0311764 | val_loss: 0.0311919 | Time: 1758.02 ms
[2021-05-12 21:35:20 main:574] : INFO : Epoch 1687 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 1764.44 ms
[2021-05-12 21:35:21 main:574] : INFO : Epoch 1688 | loss: 0.0311753 | val_loss: 0.03119 | Time: 1778.57 ms
[2021-05-12 21:35:23 main:574] : INFO : Epoch 1689 | loss: 0.031175 | val_loss: 0.0311897 | Time: 1762.03 ms
[2021-05-12 21:35:25 main:574] : INFO : Epoch 1690 | loss: 0.0311748 | val_loss: 0.0311875 | Time: 1755.28 ms
[2021-05-12 21:35:27 main:574] : INFO : Epoch 1691 | loss: 0.0311749 | val_loss: 0.0311906 | Time: 1742.76 ms
[2021-05-12 21:35:28 main:574] : INFO : Epoch 1692 | loss: 0.0311743 | val_loss: 0.0311915 | Time: 1762.92 ms
[2021-05-12 21:35:30 main:574] : INFO : Epoch 1693 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 1754.43 ms
[2021-05-12 21:35:32 main:574] : INFO : Epoch 1694 | loss: 0.0311738 | val_loss: 0.0311913 | Time: 1763.58 ms
[2021-05-12 21:35:34 main:574] : INFO : Epoch 1695 | loss: 0.0311736 | val_loss: 0.0311902 | Time: 1757.09 ms
[2021-05-12 21:35:35 main:574] : INFO : Epoch 1696 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 1758.16 ms
[2021-05-12 21:35:37 main:574] : INFO : Epoch 1697 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1752.58 ms
[2021-05-12 21:35:39 main:574] : INFO : Epoch 1698 | loss: 0.031182 | val_loss: 0.0311874 | Time: 1762.19 ms
[2021-05-12 21:35:41 main:574] : INFO : Epoch 1699 | loss: 0.0311804 | val_loss: 0.0311875 | Time: 1748.5 ms
[2021-05-12 21:35:43 main:574] : INFO : Epoch 1700 | loss: 0.0311791 | val_loss: 0.0311872 | Time: 1753.01 ms
[2021-05-12 21:35:44 main:574] : INFO : Epoch 1701 | loss: 0.0311784 | val_loss: 0.0311876 | Time: 1751.23 ms
[2021-05-12 21:35:46 main:574] : INFO : Epoch 1702 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 1758.34 ms
[2021-05-12 21:35:48 main:574] : INFO : Epoch 1703 | loss: 0.0311791 | val_loss: 0.0311907 | Time: 1767.11 ms
[2021-05-12 21:35:50 main:574] : INFO : Epoch 1704 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 1760.31 ms
[2021-05-12 21:35:51 main:574] : INFO : Epoch 1705 | loss: 0.0311771 | val_loss: 0.0311879 | Time: 1742.19 ms
[2021-05-12 21:35:53 main:574] : INFO : Epoch 1706 | loss: 0.0311775 | val_loss: 0.0311898 | Time: 1759.79 ms
[2021-05-12 21:35:55 main:574] : INFO : Epoch 1707 | loss: 0.0311779 | val_loss: 0.0311878 | Time: 1759.11 ms
[2021-05-12 21:35:57 main:574] : INFO : Epoch 1708 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 1756.62 ms
[2021-05-12 21:35:58 main:574] : INFO : Epoch 1709 | loss: 0.0311759 | val_loss: 0.0311869 | Time: 1750.99 ms
[2021-05-12 21:36:00 main:574] : INFO : Epoch 1710 | loss: 0.0311763 | val_loss: 0.0311876 | Time: 1756.7 ms
[2021-05-12 21:36:02 main:574] : INFO : Epoch 1711 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 1753.97 ms
[2021-05-12 21:36:04 main:574] : INFO : Epoch 1712 | loss: 0.0311768 | val_loss: 0.0311898 | Time: 1766.6 ms
[2021-05-12 21:36:05 main:574] : INFO : Epoch 1713 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 1768.55 ms
[2021-05-12 21:36:07 main:574] : INFO : Epoch 1714 | loss: 0.0311755 | val_loss: 0.031187 | Time: 1762.45 ms
[2021-05-12 21:36:09 main:574] : INFO : Epoch 1715 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 1772.3 ms
[2021-05-12 21:36:11 main:574] : INFO : Epoch 1716 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 1742.85 ms
[2021-05-12 21:36:12 main:574] : INFO : Epoch 1717 | loss: 0.0311751 | val_loss: 0.0311871 | Time: 1746.57 ms
[2021-05-12 21:36:14 main:574] : INFO : Epoch 1718 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 1754.6 ms
[2021-05-12 21:36:16 main:574] : INFO : Epoch 1719 | loss: 0.0311749 | val_loss: 0.0311891 | Time: 1765.98 ms
[2021-05-12 21:36:18 main:574] : INFO : Epoch 1720 | loss: 0.0311764 | val_loss: 0.0311873 | Time: 1768.99 ms
[2021-05-12 21:36:20 main:574] : INFO : Epoch 1721 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 1760.94 ms
[2021-05-12 21:36:21 main:574] : INFO : Epoch 1722 | loss: 0.0311757 | val_loss: 0.0311897 | Time: 1740.78 ms
[2021-05-12 21:36:23 main:574] : INFO : Epoch 1723 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 1749.12 ms
[2021-05-12 21:36:25 main:574] : INFO : Epoch 1724 | loss: 0.0311749 | val_loss: 0.0311873 | Time: 1748.7 ms
[2021-05-12 21:36:27 main:574] : INFO : Epoch 1725 | loss: 0.0311768 | val_loss: 0.0311881 | Time: 1755.57 ms
[2021-05-12 21:36:28 main:574] : INFO : Epoch 1726 | loss: 0.0311769 | val_loss: 0.0311872 | Time: 1760.65 ms
[2021-05-12 21:36:30 main:574] : INFO : Epoch 1727 | loss: 0.031175 | val_loss: 0.0311878 | Time: 1766.77 ms
[2021-05-12 21:36:32 main:574] : INFO : Epoch 1728 | loss: 0.0311739 | val_loss: 0.0311874 | Time: 1741.92 ms
[2021-05-12 21:36:34 main:574] : INFO : Epoch 1729 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 1754.7 ms
[2021-05-12 21:36:35 main:574] : INFO : Epoch 1730 | loss: 0.0311765 | val_loss: 0.0311904 | Time: 1755.77 ms
[2021-05-12 21:36:37 main:574] : INFO : Epoch 1731 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 1748.48 ms
[2021-05-12 21:36:39 main:574] : INFO : Epoch 1732 | loss: 0.031175 | val_loss: 0.0311871 | Time: 1755.64 ms
[2021-05-12 21:36:41 main:574] : INFO : Epoch 1733 | loss: 0.031174 | val_loss: 0.0311875 | Time: 1750.24 ms
[2021-05-12 21:36:42 main:574] : INFO : Epoch 1734 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 1756.15 ms
[2021-05-12 21:36:44 main:574] : INFO : Epoch 1735 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 1762.19 ms
[2021-05-12 21:36:46 main:574] : INFO : Epoch 1736 | loss: 0.0311741 | val_loss: 0.0311884 | Time: 1761.27 ms
[2021-05-12 21:36:48 main:574] : INFO : Epoch 1737 | loss: 0.0311751 | val_loss: 0.0311886 | Time: 1773.13 ms
[2021-05-12 21:36:49 main:574] : INFO : Epoch 1738 | loss: 0.0311735 | val_loss: 0.03119 | Time: 1764.93 ms
[2021-05-12 21:36:51 main:574] : INFO : Epoch 1739 | loss: 0.0311736 | val_loss: 0.0311884 | Time: 1755.43 ms
[2021-05-12 21:36:53 main:574] : INFO : Epoch 1740 | loss: 0.0311733 | val_loss: 0.0311877 | Time: 1755.8 ms
[2021-05-12 21:36:55 main:574] : INFO : Epoch 1741 | loss: 0.0311763 | val_loss: 0.0311882 | Time: 1754.57 ms
[2021-05-12 21:36:57 main:574] : INFO : Epoch 1742 | loss: 0.0311778 | val_loss: 0.031189 | Time: 1763.01 ms
[2021-05-12 21:36:58 main:574] : INFO : Epoch 1743 | loss: 0.0311781 | val_loss: 0.0311887 | Time: 1767.96 ms
[2021-05-12 21:37:00 main:574] : INFO : Epoch 1744 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 1763.82 ms
[2021-05-12 21:37:02 main:574] : INFO : Epoch 1745 | loss: 0.0311758 | val_loss: 0.0311888 | Time: 1760.73 ms
[2021-05-12 21:37:04 main:574] : INFO : Epoch 1746 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 1757.57 ms
[2021-05-12 21:37:05 main:574] : INFO : Epoch 1747 | loss: 0.0311788 | val_loss: 0.0311875 | Time: 1755.72 ms
[2021-05-12 21:37:07 main:574] : INFO : Epoch 1748 | loss: 0.0311795 | val_loss: 0.0311968 | Time: 1752.94 ms
[2021-05-12 21:37:09 main:574] : INFO : Epoch 1749 | loss: 0.031178 | val_loss: 0.0311894 | Time: 1759.79 ms
[2021-05-12 21:37:11 main:574] : INFO : Epoch 1750 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 1762.38 ms
[2021-05-12 21:37:12 main:574] : INFO : Epoch 1751 | loss: 0.0311734 | val_loss: 0.0311882 | Time: 1750.07 ms
[2021-05-12 21:37:14 main:574] : INFO : Epoch 1752 | loss: 0.0311739 | val_loss: 0.0311889 | Time: 1754.84 ms
[2021-05-12 21:37:16 main:574] : INFO : Epoch 1753 | loss: 0.0311738 | val_loss: 0.0311921 | Time: 1758.5 ms
[2021-05-12 21:37:18 main:574] : INFO : Epoch 1754 | loss: 0.0311768 | val_loss: 0.0311901 | Time: 1767.6 ms
[2021-05-12 21:37:19 main:574] : INFO : Epoch 1755 | loss: 0.0311754 | val_loss: 0.0311916 | Time: 1750.79 ms
[2021-05-12 21:37:21 main:574] : INFO : Epoch 1756 | loss: 0.0311744 | val_loss: 0.0311877 | Time: 1755.47 ms
[2021-05-12 21:37:23 main:574] : INFO : Epoch 1757 | loss: 0.0311738 | val_loss: 0.0311884 | Time: 1745.27 ms
[2021-05-12 21:37:25 main:574] : INFO : Epoch 1758 | loss: 0.031175 | val_loss: 0.0311873 | Time: 1755.48 ms
[2021-05-12 21:37:26 main:574] : INFO : Epoch 1759 | loss: 0.0311735 | val_loss: 0.0311884 | Time: 1766.63 ms
[2021-05-12 21:37:28 main:574] : INFO : Epoch 1760 | loss: 0.0311731 | val_loss: 0.0311904 | Time: 1754.14 ms
[2021-05-12 21:37:30 main:574] : INFO : Epoch 1761 | loss: 0.0311726 | val_loss: 0.0311871 | Time: 1761.37 ms
[2021-05-12 21:37:32 main:574] : INFO : Epoch 1762 | loss: 0.0311736 | val_loss: 0.0311907 | Time: 1756.83 ms
[2021-05-12 21:37:34 main:574] : INFO : Epoch 1763 | loss: 0.0311749 | val_loss: 0.0311913 | Time: 1761.51 ms
[2021-05-12 21:37:35 main:574] : INFO : Epoch 1764 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 1761.39 ms
[2021-05-12 21:37:37 main:574] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.0311887 | Time: 1759.37 ms
[2021-05-12 21:37:39 main:574] : INFO : Epoch 1766 | loss: 0.0311723 | val_loss: 0.0311889 | Time: 1759.13 ms
[2021-05-12 21:37:41 main:574] : INFO : Epoch 1767 | loss: 0.0311722 | val_loss: 0.0311883 | Time: 1761.68 ms
[2021-05-12 21:37:42 main:574] : INFO : Epoch 1768 | loss: 0.0311734 | val_loss: 0.0311881 | Time: 1751.5 ms
[2021-05-12 21:37:44 main:574] : INFO : Epoch 1769 | loss: 0.0311719 | val_loss: 0.0311883 | Time: 1755.35 ms
[2021-05-12 21:37:46 main:574] : INFO : Epoch 1770 | loss: 0.0311718 | val_loss: 0.0311903 | Time: 1755.43 ms
[2021-05-12 21:37:48 main:574] : INFO : Epoch 1771 | loss: 0.031172 | val_loss: 0.0311899 | Time: 1746.45 ms
[2021-05-12 21:37:49 main:574] : INFO : Epoch 1772 | loss: 0.0311754 | val_loss: 0.0311894 | Time: 1769.5 ms
[2021-05-12 21:37:51 main:574] : INFO : Epoch 1773 | loss: 0.0311757 | val_loss: 0.0311897 | Time: 1759.66 ms
[2021-05-12 21:37:53 main:574] : INFO : Epoch 1774 | loss: 0.031174 | val_loss: 0.031186 | Time: 1752.4 ms
[2021-05-12 21:37:55 main:574] : INFO : Epoch 1775 | loss: 0.0311728 | val_loss: 0.0311872 | Time: 1759.9 ms
[2021-05-12 21:37:56 main:574] : INFO : Epoch 1776 | loss: 0.0311725 | val_loss: 0.031187 | Time: 1748.47 ms
[2021-05-12 21:37:58 main:574] : INFO : Epoch 1777 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 1757.25 ms
[2021-05-12 21:38:00 main:574] : INFO : Epoch 1778 | loss: 0.0311722 | val_loss: 0.0311887 | Time: 1749.01 ms
[2021-05-12 21:38:02 main:574] : INFO : Epoch 1779 | loss: 0.0311727 | val_loss: 0.0311893 | Time: 1748.26 ms
[2021-05-12 21:38:03 main:574] : INFO : Epoch 1780 | loss: 0.0311722 | val_loss: 0.0311884 | Time: 1760.99 ms
[2021-05-12 21:38:05 main:574] : INFO : Epoch 1781 | loss: 0.0311717 | val_loss: 0.0311901 | Time: 1751.62 ms
[2021-05-12 21:38:07 main:574] : INFO : Epoch 1782 | loss: 0.0311724 | val_loss: 0.0311877 | Time: 1743.57 ms
[2021-05-12 21:38:09 main:574] : INFO : Epoch 1783 | loss: 0.0311716 | val_loss: 0.031191 | Time: 1753.41 ms
[2021-05-12 21:38:11 main:574] : INFO : Epoch 1784 | loss: 0.0311723 | val_loss: 0.0311877 | Time: 1763.92 ms
[2021-05-12 21:38:12 main:574] : INFO : Epoch 1785 | loss: 0.0311715 | val_loss: 0.0311895 | Time: 1772.23 ms
[2021-05-12 21:38:14 main:574] : INFO : Epoch 1786 | loss: 0.0311709 | val_loss: 0.0311891 | Time: 1761.44 ms
[2021-05-12 21:38:16 main:574] : INFO : Epoch 1787 | loss: 0.0311711 | val_loss: 0.0311914 | Time: 1752.46 ms
[2021-05-12 21:38:18 main:574] : INFO : Epoch 1788 | loss: 0.0311712 | val_loss: 0.0311897 | Time: 1768.06 ms
[2021-05-12 21:38:19 main:574] : INFO : Epoch 1789 | loss: 0.031172 | val_loss: 0.0311941 | Time: 1755.7 ms
[2021-05-12 21:38:21 main:574] : INFO : Epoch 1790 | loss: 0.0311729 | val_loss: 0.0311911 | Time: 1750.23 ms
[2021-05-12 21:38:23 main:574] : INFO : Epoch 1791 | loss: 0.0311735 | val_loss: 0.0311923 | Time: 1767.96 ms
[2021-05-12 21:38:25 main:574] : INFO : Epoch 1792 | loss: 0.031173 | val_loss: 0.0311884 | Time: 1761.9 ms
[2021-05-12 21:38:26 main:574] : INFO : Epoch 1793 | loss: 0.0311737 | val_loss: 0.0311884 | Time: 1758.36 ms
[2021-05-12 21:38:28 main:574] : INFO : Epoch 1794 | loss: 0.0311745 | val_loss: 0.0311913 | Time: 1755.39 ms
[2021-05-12 21:38:30 main:574] : INFO : Epoch 1795 | loss: 0.0311723 | val_loss: 0.0311902 | Time: 1747.96 ms
[2021-05-12 21:38:32 main:574] : INFO : Epoch 1796 | loss: 0.0311719 | val_loss: 0.031188 | Time: 1755.79 ms
[2021-05-12 21:38:33 main:574] : INFO : Epoch 1797 | loss: 0.0311713 | val_loss: 0.0311912 | Time: 1745.77 ms
[2021-05-12 21:38:35 main:574] : INFO : Epoch 1798 | loss: 0.0311723 | val_loss: 0.0311972 | Time: 1754.18 ms
[2021-05-12 21:38:37 main:574] : INFO : Epoch 1799 | loss: 0.0311724 | val_loss: 0.0311905 | Time: 1758.03 ms
[2021-05-12 21:38:39 main:574] : INFO : Epoch 1800 | loss: 0.0311747 | val_loss: 0.0312007 | Time: 1760.85 ms
[2021-05-12 21:38:40 main:574] : INFO : Epoch 1801 | loss: 0.0311734 | val_loss: 0.0311896 | Time: 1763.54 ms
[2021-05-12 21:38:42 main:574] : INFO : Epoch 1802 | loss: 0.0311729 | val_loss: 0.031194 | Time: 1756 ms
[2021-05-12 21:38:44 main:574] : INFO : Epoch 1803 | loss: 0.0311709 | val_loss: 0.0311887 | Time: 1756.2 ms
[2021-05-12 21:38:46 main:574] : INFO : Epoch 1804 | loss: 0.0311716 | val_loss: 0.0311947 | Time: 1754.56 ms
[2021-05-12 21:38:48 main:574] : INFO : Epoch 1805 | loss: 0.0311724 | val_loss: 0.0311897 | Time: 1752.02 ms
[2021-05-12 21:38:49 main:574] : INFO : Epoch 1806 | loss: 0.0311713 | val_loss: 0.0311892 | Time: 1753.12 ms
[2021-05-12 21:38:51 main:574] : INFO : Epoch 1807 | loss: 0.0311709 | val_loss: 0.0311902 | Time: 1774.62 ms
[2021-05-12 21:38:53 main:574] : INFO : Epoch 1808 | loss: 0.0311704 | val_loss: 0.0311912 | Time: 1754.95 ms
[2021-05-12 21:38:55 main:574] : INFO : Epoch 1809 | loss: 0.0311707 | val_loss: 0.0311909 | Time: 1762.9 ms
[2021-05-12 21:38:56 main:574] : INFO : Epoch 1810 | loss: 0.0311696 | val_loss: 0.0311905 | Time: 1744.46 ms
[2021-05-12 21:38:58 main:574] : INFO : Epoch 1811 | loss: 0.0311707 | val_loss: 0.031197 | Time: 1743.73 ms
[2021-05-12 21:39:00 main:574] : INFO : Epoch 1812 | loss: 0.0311703 | val_loss: 0.0311928 | Time: 1756.66 ms
[2021-05-12 21:39:02 main:574] : INFO : Epoch 1813 | loss: 0.031171 | val_loss: 0.0311917 | Time: 1768.34 ms
[2021-05-12 21:39:03 main:574] : INFO : Epoch 1814 | loss: 0.0311704 | val_loss: 0.0311926 | Time: 1755.16 ms
[2021-05-12 21:39:05 main:574] : INFO : Epoch 1815 | loss: 0.0311694 | val_loss: 0.0311916 | Time: 1751.5 ms
[2021-05-12 21:39:07 main:574] : INFO : Epoch 1816 | loss: 0.0311704 | val_loss: 0.0311915 | Time: 1740.3 ms
[2021-05-12 21:39:09 main:574] : INFO : Epoch 1817 | loss: 0.0311719 | val_loss: 0.0311905 | Time: 1750.44 ms
[2021-05-12 21:39:10 main:574] : INFO : Epoch 1818 | loss: 0.0311706 | val_loss: 0.031192 | Time: 1747.36 ms
[2021-05-12 21:39:12 main:574] : INFO : Epoch 1819 | loss: 0.0311698 | val_loss: 0.0311919 | Time: 1761.46 ms
[2021-05-12 21:39:14 main:574] : INFO : Epoch 1820 | loss: 0.0311698 | val_loss: 0.0311958 | Time: 1750.57 ms
[2021-05-12 21:39:16 main:574] : INFO : Epoch 1821 | loss: 0.0311711 | val_loss: 0.0311912 | Time: 1766.23 ms
[2021-05-12 21:39:17 main:574] : INFO : Epoch 1822 | loss: 0.0311687 | val_loss: 0.0311952 | Time: 1756.4 ms
[2021-05-12 21:39:19 main:574] : INFO : Epoch 1823 | loss: 0.0311696 | val_loss: 0.0311912 | Time: 1747.65 ms
[2021-05-12 21:39:21 main:574] : INFO : Epoch 1824 | loss: 0.0311721 | val_loss: 0.0311943 | Time: 1761.43 ms
[2021-05-12 21:39:23 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311945 | Time: 1754.2 ms
[2021-05-12 21:39:24 main:574] : INFO : Epoch 1826 | loss: 0.0311698 | val_loss: 0.0311989 | Time: 1763.42 ms
[2021-05-12 21:39:26 main:574] : INFO : Epoch 1827 | loss: 0.0311714 | val_loss: 0.0311937 | Time: 1750.02 ms
[2021-05-12 21:39:28 main:574] : INFO : Epoch 1828 | loss: 0.0311726 | val_loss: 0.0311905 | Time: 1752.53 ms
[2021-05-12 21:39:30 main:574] : INFO : Epoch 1829 | loss: 0.0311704 | val_loss: 0.0311914 | Time: 1750.89 ms
[2021-05-12 21:39:32 main:574] : INFO : Epoch 1830 | loss: 0.0311715 | val_loss: 0.0311902 | Time: 1756.87 ms
[2021-05-12 21:39:33 main:574] : INFO : Epoch 1831 | loss: 0.0311695 | val_loss: 0.0311937 | Time: 1754.1 ms
[2021-05-12 21:39:35 main:574] : INFO : Epoch 1832 | loss: 0.0311704 | val_loss: 0.0311914 | Time: 1748.75 ms
[2021-05-12 21:39:37 main:574] : INFO : Epoch 1833 | loss: 0.0311727 | val_loss: 0.031194 | Time: 1766.38 ms
[2021-05-12 21:39:39 main:574] : INFO : Epoch 1834 | loss: 0.0311728 | val_loss: 0.0311921 | Time: 1749.31 ms
[2021-05-12 21:39:40 main:574] : INFO : Epoch 1835 | loss: 0.0311729 | val_loss: 0.0311915 | Time: 1743.68 ms
[2021-05-12 21:39:42 main:574] : INFO : Epoch 1836 | loss: 0.0311745 | val_loss: 0.031196 | Time: 1753.69 ms
[2021-05-12 21:39:44 main:574] : INFO : Epoch 1837 | loss: 0.0311752 | val_loss: 0.0311923 | Time: 1749.03 ms
[2021-05-12 21:39:46 main:574] : INFO : Epoch 1838 | loss: 0.0311772 | val_loss: 0.0311924 | Time: 1746.43 ms
[2021-05-12 21:39:47 main:574] : INFO : Epoch 1839 | loss: 0.0311761 | val_loss: 0.0311891 | Time: 1754.31 ms
[2021-05-12 21:39:49 main:574] : INFO : Epoch 1840 | loss: 0.0311739 | val_loss: 0.0311906 | Time: 1755.01 ms
[2021-05-12 21:39:51 main:574] : INFO : Epoch 1841 | loss: 0.0311761 | val_loss: 0.0311916 | Time: 1756.6 ms
[2021-05-12 21:39:53 main:574] : INFO : Epoch 1842 | loss: 0.0311751 | val_loss: 0.0311944 | Time: 1762.44 ms
[2021-05-12 21:39:54 main:574] : INFO : Epoch 1843 | loss: 0.0311731 | val_loss: 0.0311902 | Time: 1756.63 ms
[2021-05-12 21:39:56 main:574] : INFO : Epoch 1844 | loss: 0.0311739 | val_loss: 0.0311903 | Time: 1763.69 ms
[2021-05-12 21:39:58 main:574] : INFO : Epoch 1845 | loss: 0.031172 | val_loss: 0.0311953 | Time: 1751.59 ms
[2021-05-12 21:40:00 main:574] : INFO : Epoch 1846 | loss: 0.0311721 | val_loss: 0.0311935 | Time: 1753.37 ms
[2021-05-12 21:40:01 main:574] : INFO : Epoch 1847 | loss: 0.0311748 | val_loss: 0.0311938 | Time: 1750.48 ms
[2021-05-12 21:40:03 main:574] : INFO : Epoch 1848 | loss: 0.031172 | val_loss: 0.0311927 | Time: 1753.74 ms
[2021-05-12 21:40:05 main:574] : INFO : Epoch 1849 | loss: 0.0311717 | val_loss: 0.0311909 | Time: 1756.74 ms
[2021-05-12 21:40:07 main:574] : INFO : Epoch 1850 | loss: 0.0311717 | val_loss: 0.0311924 | Time: 1748.15 ms
[2021-05-12 21:40:08 main:574] : INFO : Epoch 1851 | loss: 0.0311729 | val_loss: 0.0311915 | Time: 1755.06 ms
[2021-05-12 21:40:10 main:574] : INFO : Epoch 1852 | loss: 0.0311736 | val_loss: 0.0311943 | Time: 1764.93 ms
[2021-05-12 21:40:12 main:574] : INFO : Epoch 1853 | loss: 0.031189 | val_loss: 0.0311991 | Time: 1752.34 ms
[2021-05-12 21:40:14 main:574] : INFO : Epoch 1854 | loss: 0.0311941 | val_loss: 0.031195 | Time: 1764.27 ms
[2021-05-12 21:40:16 main:574] : INFO : Epoch 1855 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 1756.11 ms
[2021-05-12 21:40:17 main:574] : INFO : Epoch 1856 | loss: 0.0311914 | val_loss: 0.0311952 | Time: 1760.21 ms
[2021-05-12 21:40:19 main:574] : INFO : Epoch 1857 | loss: 0.03119 | val_loss: 0.0311943 | Time: 1752.07 ms
[2021-05-12 21:40:21 main:574] : INFO : Epoch 1858 | loss: 0.031188 | val_loss: 0.0311948 | Time: 1761.54 ms
[2021-05-12 21:40:23 main:574] : INFO : Epoch 1859 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 1765.36 ms
[2021-05-12 21:40:24 main:574] : INFO : Epoch 1860 | loss: 0.0311863 | val_loss: 0.0311985 | Time: 1762.55 ms
[2021-05-12 21:40:26 main:574] : INFO : Epoch 1861 | loss: 0.0311887 | val_loss: 0.0311938 | Time: 1766.61 ms
[2021-05-12 21:40:28 main:574] : INFO : Epoch 1862 | loss: 0.0311861 | val_loss: 0.0311933 | Time: 1742.63 ms
[2021-05-12 21:40:30 main:574] : INFO : Epoch 1863 | loss: 0.0311845 | val_loss: 0.0311933 | Time: 1761.36 ms
[2021-05-12 21:40:31 main:574] : INFO : Epoch 1864 | loss: 0.0311843 | val_loss: 0.0311943 | Time: 1764.79 ms
[2021-05-12 21:40:33 main:574] : INFO : Epoch 1865 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 1756.06 ms
[2021-05-12 21:40:35 main:574] : INFO : Epoch 1866 | loss: 0.0311847 | val_loss: 0.0311949 | Time: 1755.44 ms
[2021-05-12 21:40:37 main:574] : INFO : Epoch 1867 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 1766.92 ms
[2021-05-12 21:40:38 main:574] : INFO : Epoch 1868 | loss: 0.0311837 | val_loss: 0.0311919 | Time: 1739.88 ms
[2021-05-12 21:40:40 main:574] : INFO : Epoch 1869 | loss: 0.0311825 | val_loss: 0.031192 | Time: 1758.48 ms
[2021-05-12 21:40:42 main:574] : INFO : Epoch 1870 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 1765.3 ms
[2021-05-12 21:40:44 main:574] : INFO : Epoch 1871 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 1748.73 ms
[2021-05-12 21:40:45 main:574] : INFO : Epoch 1872 | loss: 0.0311819 | val_loss: 0.0311909 | Time: 1752.19 ms
[2021-05-12 21:40:47 main:574] : INFO : Epoch 1873 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 1751.6 ms
[2021-05-12 21:40:49 main:574] : INFO : Epoch 1874 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 1776.37 ms
[2021-05-12 21:40:51 main:574] : INFO : Epoch 1875 | loss: 0.0311811 | val_loss: 0.0311901 | Time: 1753.42 ms
[2021-05-12 21:40:53 main:574] : INFO : Epoch 1876 | loss: 0.0311814 | val_loss: 0.0311921 | Time: 1755.63 ms
[2021-05-12 21:40:54 main:574] : INFO : Epoch 1877 | loss: 0.0311796 | val_loss: 0.03119 | Time: 1770.13 ms
[2021-05-12 21:40:56 main:574] : INFO : Epoch 1878 | loss: 0.0311789 | val_loss: 0.031191 | Time: 1745.58 ms
[2021-05-12 21:40:58 main:574] : INFO : Epoch 1879 | loss: 0.0311786 | val_loss: 0.0311911 | Time: 1760.67 ms
[2021-05-12 21:41:00 main:574] : INFO : Epoch 1880 | loss: 0.03118 | val_loss: 0.0311932 | Time: 1754.14 ms
[2021-05-12 21:41:01 main:574] : INFO : Epoch 1881 | loss: 0.0311791 | val_loss: 0.031191 | Time: 1750.3 ms
[2021-05-12 21:41:03 main:574] : INFO : Epoch 1882 | loss: 0.0311797 | val_loss: 0.03119 | Time: 1743.28 ms
[2021-05-12 21:41:05 main:574] : INFO : Epoch 1883 | loss: 0.0311791 | val_loss: 0.0311927 | Time: 1754.7 ms
[2021-05-12 21:41:07 main:574] : INFO : Epoch 1884 | loss: 0.031179 | val_loss: 0.031192 | Time: 1748.71 ms
[2021-05-12 21:41:08 main:574] : INFO : Epoch 1885 | loss: 0.0311793 | val_loss: 0.0311902 | Time: 1754.29 ms
[2021-05-12 21:41:10 main:574] : INFO : Epoch 1886 | loss: 0.0311785 | val_loss: 0.0311908 | Time: 1754.67 ms
[2021-05-12 21:41:12 main:574] : INFO : Epoch 1887 | loss: 0.0311795 | val_loss: 0.0311926 | Time: 1761.56 ms
[2021-05-12 21:41:14 main:574] : INFO : Epoch 1888 | loss: 0.0311847 | val_loss: 0.031195 | Time: 1758.41 ms
[2021-05-12 21:41:15 main:574] : INFO : Epoch 1889 | loss: 0.0311826 | val_loss: 0.0311933 | Time: 1762.48 ms
[2021-05-12 21:41:17 main:574] : INFO : Epoch 1890 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 1757.57 ms
[2021-05-12 21:41:19 main:574] : INFO : Epoch 1891 | loss: 0.0311797 | val_loss: 0.0311925 | Time: 1752.83 ms
[2021-05-12 21:41:21 main:574] : INFO : Epoch 1892 | loss: 0.0311786 | val_loss: 0.0311908 | Time: 1754.96 ms
[2021-05-12 21:41:22 main:574] : INFO : Epoch 1893 | loss: 0.0311791 | val_loss: 0.0311947 | Time: 1756.89 ms
[2021-05-12 21:41:24 main:574] : INFO : Epoch 1894 | loss: 0.0311802 | val_loss: 0.0311921 | Time: 1750.51 ms
[2021-05-12 21:41:26 main:574] : INFO : Epoch 1895 | loss: 0.0311784 | val_loss: 0.0311897 | Time: 1749.95 ms
[2021-05-12 21:41:28 main:574] : INFO : Epoch 1896 | loss: 0.0311775 | val_loss: 0.0311924 | Time: 1754.51 ms
[2021-05-12 21:41:29 main:574] : INFO : Epoch 1897 | loss: 0.0311765 | val_loss: 0.0311904 | Time: 1765.91 ms
[2021-05-12 21:41:31 main:574] : INFO : Epoch 1898 | loss: 0.0311758 | val_loss: 0.0311895 | Time: 1743.42 ms
[2021-05-12 21:41:33 main:574] : INFO : Epoch 1899 | loss: 0.0311768 | val_loss: 0.0311923 | Time: 1754.15 ms
[2021-05-12 21:41:35 main:574] : INFO : Epoch 1900 | loss: 0.031178 | val_loss: 0.0311928 | Time: 1762.93 ms
[2021-05-12 21:41:37 main:574] : INFO : Epoch 1901 | loss: 0.0311824 | val_loss: 0.0311928 | Time: 1757.65 ms
[2021-05-12 21:41:38 main:574] : INFO : Epoch 1902 | loss: 0.0311793 | val_loss: 0.031191 | Time: 1760.12 ms
[2021-05-12 21:41:40 main:574] : INFO : Epoch 1903 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 1756.02 ms
[2021-05-12 21:41:42 main:574] : INFO : Epoch 1904 | loss: 0.031183 | val_loss: 0.0311893 | Time: 1749.18 ms
[2021-05-12 21:41:44 main:574] : INFO : Epoch 1905 | loss: 0.0311832 | val_loss: 0.0311911 | Time: 1753.85 ms
[2021-05-12 21:41:45 main:574] : INFO : Epoch 1906 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 1755.3 ms
[2021-05-12 21:41:47 main:574] : INFO : Epoch 1907 | loss: 0.0311793 | val_loss: 0.0311897 | Time: 1744.47 ms
[2021-05-12 21:41:49 main:574] : INFO : Epoch 1908 | loss: 0.0311784 | val_loss: 0.0311892 | Time: 1749.63 ms
[2021-05-12 21:41:51 main:574] : INFO : Epoch 1909 | loss: 0.0311786 | val_loss: 0.0311907 | Time: 1767.56 ms
[2021-05-12 21:41:52 main:574] : INFO : Epoch 1910 | loss: 0.0311785 | val_loss: 0.0311955 | Time: 1751.72 ms
[2021-05-12 21:41:54 main:574] : INFO : Epoch 1911 | loss: 0.031177 | val_loss: 0.0311883 | Time: 1748.47 ms
[2021-05-12 21:41:56 main:574] : INFO : Epoch 1912 | loss: 0.0311784 | val_loss: 0.0311922 | Time: 1755.68 ms
[2021-05-12 21:41:58 main:574] : INFO : Epoch 1913 | loss: 0.0311807 | val_loss: 0.0311895 | Time: 1757.78 ms
[2021-05-12 21:41:59 main:574] : INFO : Epoch 1914 | loss: 0.0311768 | val_loss: 0.0311891 | Time: 1748.9 ms
[2021-05-12 21:42:01 main:574] : INFO : Epoch 1915 | loss: 0.0311756 | val_loss: 0.0311889 | Time: 1755.59 ms
[2021-05-12 21:42:03 main:574] : INFO : Epoch 1916 | loss: 0.0311759 | val_loss: 0.031188 | Time: 1755.17 ms
[2021-05-12 21:42:05 main:574] : INFO : Epoch 1917 | loss: 0.0311777 | val_loss: 0.0311906 | Time: 1747.63 ms
[2021-05-12 21:42:06 main:574] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.0311885 | Time: 1777.49 ms
[2021-05-12 21:42:08 main:574] : INFO : Epoch 1919 | loss: 0.0311747 | val_loss: 0.031188 | Time: 1752.41 ms
[2021-05-12 21:42:10 main:574] : INFO : Epoch 1920 | loss: 0.0311734 | val_loss: 0.03119 | Time: 1765.27 ms
[2021-05-12 21:42:12 main:574] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311882 | Time: 1746.72 ms
[2021-05-12 21:42:13 main:574] : INFO : Epoch 1922 | loss: 0.0311735 | val_loss: 0.0311891 | Time: 1751.15 ms
[2021-05-12 21:42:15 main:574] : INFO : Epoch 1923 | loss: 0.0311758 | val_loss: 0.0311899 | Time: 1748.88 ms
[2021-05-12 21:42:17 main:574] : INFO : Epoch 1924 | loss: 0.031174 | val_loss: 0.0311892 | Time: 1766.63 ms
[2021-05-12 21:42:19 main:574] : INFO : Epoch 1925 | loss: 0.0311744 | val_loss: 0.031188 | Time: 1746.12 ms
[2021-05-12 21:42:21 main:574] : INFO : Epoch 1926 | loss: 0.0311745 | val_loss: 0.0311904 | Time: 1756.43 ms
[2021-05-12 21:42:22 main:574] : INFO : Epoch 1927 | loss: 0.031176 | val_loss: 0.03119 | Time: 1751.64 ms
[2021-05-12 21:42:24 main:574] : INFO : Epoch 1928 | loss: 0.031174 | val_loss: 0.0311884 | Time: 1755.89 ms
[2021-05-12 21:42:26 main:574] : INFO : Epoch 1929 | loss: 0.0311745 | val_loss: 0.03119 | Time: 1771.19 ms
[2021-05-12 21:42:28 main:574] : INFO : Epoch 1930 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 1746.05 ms
[2021-05-12 21:42:29 main:574] : INFO : Epoch 1931 | loss: 0.0311739 | val_loss: 0.0311886 | Time: 1748.66 ms
[2021-05-12 21:42:31 main:574] : INFO : Epoch 1932 | loss: 0.0311735 | val_loss: 0.0311876 | Time: 1746.27 ms
[2021-05-12 21:42:33 main:574] : INFO : Epoch 1933 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 1749.59 ms
[2021-05-12 21:42:35 main:574] : INFO : Epoch 1934 | loss: 0.0311728 | val_loss: 0.0311879 | Time: 1758.15 ms
[2021-05-12 21:42:36 main:574] : INFO : Epoch 1935 | loss: 0.0311729 | val_loss: 0.0311883 | Time: 1759.46 ms
[2021-05-12 21:42:38 main:574] : INFO : Epoch 1936 | loss: 0.0311733 | val_loss: 0.0311907 | Time: 1750.39 ms
[2021-05-12 21:42:40 main:574] : INFO : Epoch 1937 | loss: 0.0311729 | val_loss: 0.0311901 | Time: 1752.17 ms
[2021-05-12 21:42:42 main:574] : INFO : Epoch 1938 | loss: 0.0311722 | val_loss: 0.0311883 | Time: 1761.91 ms
[2021-05-12 21:42:43 main:574] : INFO : Epoch 1939 | loss: 0.0311718 | val_loss: 0.0311887 | Time: 1757.52 ms
[2021-05-12 21:42:45 main:574] : INFO : Epoch 1940 | loss: 0.031172 | val_loss: 0.0311894 | Time: 1761.55 ms
[2021-05-12 21:42:47 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311884 | Time: 1766.43 ms
[2021-05-12 21:42:49 main:574] : INFO : Epoch 1942 | loss: 0.0311758 | val_loss: 0.0311898 | Time: 1753.92 ms
[2021-05-12 21:42:50 main:574] : INFO : Epoch 1943 | loss: 0.0311776 | val_loss: 0.0311892 | Time: 1740.13 ms
[2021-05-12 21:42:52 main:574] : INFO : Epoch 1944 | loss: 0.0311762 | val_loss: 0.0311883 | Time: 1759.01 ms
[2021-05-12 21:42:54 main:574] : INFO : Epoch 1945 | loss: 0.0311752 | val_loss: 0.0311935 | Time: 1751.5 ms
[2021-05-12 21:42:56 main:574] : INFO : Epoch 1946 | loss: 0.0311752 | val_loss: 0.0311872 | Time: 1751.59 ms
[2021-05-12 21:42:57 main:574] : INFO : Epoch 1947 | loss: 0.0311726 | val_loss: 0.0311879 | Time: 1743.24 ms
[2021-05-12 21:42:59 main:574] : INFO : Epoch 1948 | loss: 0.0311722 | val_loss: 0.0311894 | Time: 1757.52 ms
[2021-05-12 21:43:01 main:574] : INFO : Epoch 1949 | loss: 0.0311721 | val_loss: 0.0311889 | Time: 1755.86 ms
[2021-05-12 21:43:03 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.031193 | Time: 1747.19 ms
[2021-05-12 21:43:04 main:574] : INFO : Epoch 1951 | loss: 0.0311744 | val_loss: 0.0311904 | Time: 1755.85 ms
[2021-05-12 21:43:06 main:574] : INFO : Epoch 1952 | loss: 0.0311718 | val_loss: 0.0311892 | Time: 1745.36 ms
[2021-05-12 21:43:08 main:574] : INFO : Epoch 1953 | loss: 0.031171 | val_loss: 0.0311893 | Time: 1751.2 ms
[2021-05-12 21:43:10 main:574] : INFO : Epoch 1954 | loss: 0.031173 | val_loss: 0.0311879 | Time: 1751.67 ms
[2021-05-12 21:43:11 main:574] : INFO : Epoch 1955 | loss: 0.0311729 | val_loss: 0.0311894 | Time: 1738.65 ms
[2021-05-12 21:43:13 main:574] : INFO : Epoch 1956 | loss: 0.031172 | val_loss: 0.0311883 | Time: 1751.56 ms
[2021-05-12 21:43:15 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.0311894 | Time: 1756.3 ms
[2021-05-12 21:43:17 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311908 | Time: 1762.46 ms
[2021-05-12 21:43:19 main:574] : INFO : Epoch 1959 | loss: 0.0311737 | val_loss: 0.0311913 | Time: 1747.51 ms
[2021-05-12 21:43:20 main:574] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311912 | Time: 1762.63 ms
[2021-05-12 21:43:22 main:574] : INFO : Epoch 1961 | loss: 0.0311715 | val_loss: 0.031191 | Time: 1749.03 ms
[2021-05-12 21:43:24 main:574] : INFO : Epoch 1962 | loss: 0.0311719 | val_loss: 0.0311918 | Time: 1763.35 ms
[2021-05-12 21:43:26 main:574] : INFO : Epoch 1963 | loss: 0.0311698 | val_loss: 0.0311908 | Time: 1744.04 ms
[2021-05-12 21:43:27 main:574] : INFO : Epoch 1964 | loss: 0.03117 | val_loss: 0.0311953 | Time: 1743.86 ms
[2021-05-12 21:43:29 main:574] : INFO : Epoch 1965 | loss: 0.0311714 | val_loss: 0.0311887 | Time: 1742.23 ms
[2021-05-12 21:43:31 main:574] : INFO : Epoch 1966 | loss: 0.0311714 | val_loss: 0.0311936 | Time: 1758.52 ms
[2021-05-12 21:43:33 main:574] : INFO : Epoch 1967 | loss: 0.0311717 | val_loss: 0.0311928 | Time: 1755.12 ms
[2021-05-12 21:43:34 main:574] : INFO : Epoch 1968 | loss: 0.0311706 | val_loss: 0.0311926 | Time: 1746.16 ms
[2021-05-12 21:43:36 main:574] : INFO : Epoch 1969 | loss: 0.031171 | val_loss: 0.031193 | Time: 1750.25 ms
[2021-05-12 21:43:38 main:574] : INFO : Epoch 1970 | loss: 0.0311732 | val_loss: 0.0311933 | Time: 1739.35 ms
[2021-05-12 21:43:40 main:574] : INFO : Epoch 1971 | loss: 0.0311715 | val_loss: 0.0311903 | Time: 1758.35 ms
[2021-05-12 21:43:41 main:574] : INFO : Epoch 1972 | loss: 0.0311707 | val_loss: 0.0311956 | Time: 1763.27 ms
[2021-05-12 21:43:43 main:574] : INFO : Epoch 1973 | loss: 0.0311742 | val_loss: 0.0311925 | Time: 1756.59 ms
[2021-05-12 21:43:45 main:574] : INFO : Epoch 1974 | loss: 0.0311725 | val_loss: 0.0311917 | Time: 1753.82 ms
[2021-05-12 21:43:47 main:574] : INFO : Epoch 1975 | loss: 0.0311703 | val_loss: 0.0311924 | Time: 1755.31 ms
[2021-05-12 21:43:48 main:574] : INFO : Epoch 1976 | loss: 0.0311695 | val_loss: 0.0311936 | Time: 1751.5 ms
[2021-05-12 21:43:50 main:574] : INFO : Epoch 1977 | loss: 0.0311689 | val_loss: 0.0311946 | Time: 1775.39 ms
[2021-05-12 21:43:52 main:574] : INFO : Epoch 1978 | loss: 0.0311691 | val_loss: 0.0311898 | Time: 1756.97 ms
[2021-05-12 21:43:54 main:574] : INFO : Epoch 1979 | loss: 0.0311685 | val_loss: 0.0311949 | Time: 1768.26 ms
[2021-05-12 21:43:55 main:574] : INFO : Epoch 1980 | loss: 0.0311678 | val_loss: 0.0311913 | Time: 1755.37 ms
[2021-05-12 21:43:57 main:574] : INFO : Epoch 1981 | loss: 0.0311689 | val_loss: 0.0311974 | Time: 1760.05 ms
[2021-05-12 21:43:59 main:574] : INFO : Epoch 1982 | loss: 0.0311686 | val_loss: 0.0311906 | Time: 1757.23 ms
[2021-05-12 21:44:01 main:574] : INFO : Epoch 1983 | loss: 0.0311694 | val_loss: 0.0311938 | Time: 1744.65 ms
[2021-05-12 21:44:03 main:574] : INFO : Epoch 1984 | loss: 0.0311722 | val_loss: 0.0311945 | Time: 1754.23 ms
[2021-05-12 21:44:04 main:574] : INFO : Epoch 1985 | loss: 0.0311761 | val_loss: 0.0311915 | Time: 1768.97 ms
[2021-05-12 21:44:06 main:574] : INFO : Epoch 1986 | loss: 0.0311733 | val_loss: 0.0311905 | Time: 1746.07 ms
[2021-05-12 21:44:08 main:574] : INFO : Epoch 1987 | loss: 0.0311712 | val_loss: 0.0311916 | Time: 1766.19 ms
[2021-05-12 21:44:10 main:574] : INFO : Epoch 1988 | loss: 0.0311703 | val_loss: 0.0311919 | Time: 1748.07 ms
[2021-05-12 21:44:11 main:574] : INFO : Epoch 1989 | loss: 0.0311712 | val_loss: 0.0311908 | Time: 1773.15 ms
[2021-05-12 21:44:13 main:574] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311911 | Time: 1747.91 ms
[2021-05-12 21:44:15 main:574] : INFO : Epoch 1991 | loss: 0.0311694 | val_loss: 0.0311895 | Time: 1742.84 ms
[2021-05-12 21:44:17 main:574] : INFO : Epoch 1992 | loss: 0.0311692 | val_loss: 0.0311926 | Time: 1752.96 ms
[2021-05-12 21:44:18 main:574] : INFO : Epoch 1993 | loss: 0.0311708 | val_loss: 0.0311886 | Time: 1750.49 ms
[2021-05-12 21:44:20 main:574] : INFO : Epoch 1994 | loss: 0.0311701 | val_loss: 0.0311918 | Time: 1762.47 ms
[2021-05-12 21:44:22 main:574] : INFO : Epoch 1995 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 1754.45 ms
[2021-05-12 21:44:24 main:574] : INFO : Epoch 1996 | loss: 0.0311934 | val_loss: 0.0311926 | Time: 1751.42 ms
[2021-05-12 21:44:25 main:574] : INFO : Epoch 1997 | loss: 0.0311907 | val_loss: 0.031191 | Time: 1766.09 ms
[2021-05-12 21:44:27 main:574] : INFO : Epoch 1998 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 1754.87 ms
[2021-05-12 21:44:29 main:574] : INFO : Epoch 1999 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 1761.23 ms
[2021-05-12 21:44:31 main:574] : INFO : Epoch 2000 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 1755.79 ms
[2021-05-12 21:44:32 main:574] : INFO : Epoch 2001 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 1742.94 ms
[2021-05-12 21:44:34 main:574] : INFO : Epoch 2002 | loss: 0.0311836 | val_loss: 0.0311892 | Time: 1748.52 ms
[2021-05-12 21:44:36 main:574] : INFO : Epoch 2003 | loss: 0.0311832 | val_loss: 0.0311892 | Time: 1755.3 ms
[2021-05-12 21:44:38 main:574] : INFO : Epoch 2004 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 1765.28 ms
[2021-05-12 21:44:39 main:574] : INFO : Epoch 2005 | loss: 0.0311815 | val_loss: 0.0311902 | Time: 1755.79 ms
[2021-05-12 21:44:41 main:574] : INFO : Epoch 2006 | loss: 0.0311832 | val_loss: 0.0311977 | Time: 1764.89 ms
[2021-05-12 21:44:43 main:574] : INFO : Epoch 2007 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 1756.43 ms
[2021-05-12 21:44:45 main:574] : INFO : Epoch 2008 | loss: 0.0311806 | val_loss: 0.0311904 | Time: 1743.67 ms
[2021-05-12 21:44:47 main:574] : INFO : Epoch 2009 | loss: 0.0311803 | val_loss: 0.0311889 | Time: 1738.72 ms
[2021-05-12 21:44:48 main:574] : INFO : Epoch 2010 | loss: 0.0311804 | val_loss: 0.0311943 | Time: 1748.59 ms
[2021-05-12 21:44:50 main:574] : INFO : Epoch 2011 | loss: 0.0311828 | val_loss: 0.0311994 | Time: 1758.78 ms
[2021-05-12 21:44:52 main:574] : INFO : Epoch 2012 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 1755.45 ms
[2021-05-12 21:44:54 main:574] : INFO : Epoch 2013 | loss: 0.0311783 | val_loss: 0.0311903 | Time: 1753.73 ms
[2021-05-12 21:44:55 main:574] : INFO : Epoch 2014 | loss: 0.0311782 | val_loss: 0.0311893 | Time: 1759.91 ms
[2021-05-12 21:44:57 main:574] : INFO : Epoch 2015 | loss: 0.0311783 | val_loss: 0.0311931 | Time: 1754.73 ms
[2021-05-12 21:44:59 main:574] : INFO : Epoch 2016 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 1762.12 ms
[2021-05-12 21:45:01 main:574] : INFO : Epoch 2017 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 1772.75 ms
[2021-05-12 21:45:02 main:574] : INFO : Epoch 2018 | loss: 0.0311774 | val_loss: 0.0311931 | Time: 1765.43 ms
[2021-05-12 21:45:04 main:574] : INFO : Epoch 2019 | loss: 0.0311813 | val_loss: 0.031188 | Time: 1750.55 ms
[2021-05-12 21:45:06 main:574] : INFO : Epoch 2020 | loss: 0.0311772 | val_loss: 0.0311891 | Time: 1756.05 ms
[2021-05-12 21:45:08 main:574] : INFO : Epoch 2021 | loss: 0.0311785 | val_loss: 0.0311922 | Time: 1757.16 ms
[2021-05-12 21:45:09 main:574] : INFO : Epoch 2022 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 1760.26 ms
[2021-05-12 21:45:11 main:574] : INFO : Epoch 2023 | loss: 0.0311783 | val_loss: 0.0311928 | Time: 1764.93 ms
[2021-05-12 21:45:13 main:574] : INFO : Epoch 2024 | loss: 0.0311781 | val_loss: 0.031188 | Time: 1745.52 ms
[2021-05-12 21:45:15 main:574] : INFO : Epoch 2025 | loss: 0.0311777 | val_loss: 0.0311891 | Time: 1753.12 ms
[2021-05-12 21:45:16 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311902 | Time: 1741.92 ms
[2021-05-12 21:45:18 main:574] : INFO : Epoch 2027 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 1754.88 ms
[2021-05-12 21:45:20 main:574] : INFO : Epoch 2028 | loss: 0.0311758 | val_loss: 0.0311912 | Time: 1750.85 ms
[2021-05-12 21:45:22 main:574] : INFO : Epoch 2029 | loss: 0.0311784 | val_loss: 0.0311915 | Time: 1749.1 ms
[2021-05-12 21:45:24 main:574] : INFO : Epoch 2030 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 1775.27 ms
[2021-05-12 21:45:25 main:574] : INFO : Epoch 2031 | loss: 0.0311817 | val_loss: 0.0311903 | Time: 1745.08 ms
[2021-05-12 21:45:27 main:574] : INFO : Epoch 2032 | loss: 0.0311805 | val_loss: 0.0311893 | Time: 1767.78 ms
[2021-05-12 21:45:29 main:574] : INFO : Epoch 2033 | loss: 0.0311793 | val_loss: 0.0311903 | Time: 1762.58 ms
[2021-05-12 21:45:31 main:574] : INFO : Epoch 2034 | loss: 0.0311773 | val_loss: 0.0311906 | Time: 1748.96 ms
[2021-05-12 21:45:32 main:574] : INFO : Epoch 2035 | loss: 0.0311772 | val_loss: 0.0311909 | Time: 1750.2 ms
[2021-05-12 21:45:34 main:574] : INFO : Epoch 2036 | loss: 0.0311773 | val_loss: 0.0311914 | Time: 1757.41 ms
[2021-05-12 21:45:36 main:574] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311913 | Time: 1751.2 ms
[2021-05-12 21:45:38 main:574] : INFO : Epoch 2038 | loss: 0.0311769 | val_loss: 0.0311931 | Time: 1773.93 ms
[2021-05-12 21:45:39 main:574] : INFO : Epoch 2039 | loss: 0.0311768 | val_loss: 0.0311905 | Time: 1759.51 ms
[2021-05-12 21:45:41 main:574] : INFO : Epoch 2040 | loss: 0.0311765 | val_loss: 0.0311906 | Time: 1749.44 ms
[2021-05-12 21:45:43 main:574] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311913 | Time: 1755.79 ms
[2021-05-12 21:45:45 main:574] : INFO : Epoch 2042 | loss: 0.0311759 | val_loss: 0.0311918 | Time: 1763.93 ms
[2021-05-12 21:45:46 main:574] : INFO : Epoch 2043 | loss: 0.0311776 | val_loss: 0.0311981 | Time: 1753.01 ms
[2021-05-12 21:45:48 main:574] : INFO : Epoch 2044 | loss: 0.0311778 | val_loss: 0.0311971 | Time: 1746.46 ms
[2021-05-12 21:45:50 main:574] : INFO : Epoch 2045 | loss: 0.0311752 | val_loss: 0.0311923 | Time: 1755.78 ms
[2021-05-12 21:45:52 main:574] : INFO : Epoch 2046 | loss: 0.0311748 | val_loss: 0.031194 | Time: 1755.3 ms
[2021-05-12 21:45:53 main:574] : INFO : Epoch 2047 | loss: 0.0311748 | val_loss: 0.0311897 | Time: 1749.82 ms
[2021-05-12 21:45:55 main:574] : INFO : Epoch 2048 | loss: 0.0311747 | val_loss: 0.031191 | Time: 1768.74 ms
[2021-05-12 21:45:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031191
[2021-05-12 21:45:55 main:603] : INFO : Saving end state to config to file
[2021-05-12 21:45:55 main:608] : INFO : Success, exiting..
21:45:55 (1676): 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)