Task 14210587
| Name | ParityModified-1647046844-22603-3-0_0 |
| Workunit | 11270276 |
| Created | 1 Apr 2022, 20:40:03 UTC |
| Sent | 6 Apr 2022, 21:20:10 UTC |
| Report deadline | 14 Apr 2022, 21:20:10 UTC |
| Received | 7 Apr 2022, 17:54:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 25 sec |
| CPU time | 1 hours 0 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 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>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1787.75 ms [2022-04-07 12:38:45 main:574] : INFO : Epoch 1543 | loss: 0.0311835 | val_loss: 0.0311822 | Time: 1769.54 ms [2022-04-07 12:38:46 main:574] : INFO : Epoch 1544 | loss: 0.0311821 | val_loss: 0.0311815 | Time: 1803.98 ms [2022-04-07 12:38:48 main:574] : INFO : Epoch 1545 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 1788.74 ms [2022-04-07 12:38:50 main:574] : INFO : Epoch 1546 | loss: 0.0311817 | val_loss: 0.0311833 | Time: 1780.62 ms [2022-04-07 12:38:52 main:574] : INFO : Epoch 1547 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 1813.49 ms [2022-04-07 12:38:54 main:574] : INFO : Epoch 1548 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 1830.21 ms [2022-04-07 12:38:55 main:574] : INFO : Epoch 1549 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 1805.77 ms [2022-04-07 12:38:57 main:574] : INFO : Epoch 1550 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 1801.81 ms [2022-04-07 12:38:59 main:574] : INFO : Epoch 1551 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 1770.59 ms [2022-04-07 12:39:01 main:574] : INFO : Epoch 1552 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 1756.83 ms [2022-04-07 12:39:03 main:574] : INFO : Epoch 1553 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 1760.21 ms [2022-04-07 12:39:04 main:574] : INFO : Epoch 1554 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1772.66 ms [2022-04-07 12:39:06 main:574] : INFO : Epoch 1555 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 1845.24 ms [2022-04-07 12:39:08 main:574] : INFO : Epoch 1556 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1773.54 ms [2022-04-07 12:39:10 main:574] : INFO : Epoch 1557 | loss: 0.0311775 | val_loss: 0.031181 | Time: 1774.24 ms [2022-04-07 12:39:12 main:574] : INFO : Epoch 1558 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 1804.39 ms [2022-04-07 12:39:13 main:574] : INFO : Epoch 1559 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 1765.61 ms [2022-04-07 12:39:15 main:574] : INFO : Epoch 1560 | loss: 0.0311797 | val_loss: 0.0311834 | Time: 1771.76 ms [2022-04-07 12:39:17 main:574] : INFO : Epoch 1561 | loss: 0.0311798 | val_loss: 0.0311874 | Time: 1808.6 ms [2022-04-07 12:39:19 main:574] : INFO : Epoch 1562 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 1800.95 ms [2022-04-07 12:39:21 main:574] : INFO : Epoch 1563 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 1787.47 ms [2022-04-07 12:39:22 main:574] : INFO : Epoch 1564 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 1784.75 ms [2022-04-07 12:39:24 main:574] : INFO : Epoch 1565 | loss: 0.03118 | val_loss: 0.0311816 | Time: 1784.97 ms [2022-04-07 12:39:26 main:574] : INFO : Epoch 1566 | loss: 0.0311816 | val_loss: 0.0311828 | Time: 1789.81 ms [2022-04-07 12:39:28 main:574] : INFO : Epoch 1567 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 1776.19 ms [2022-04-07 12:39:30 main:574] : INFO : Epoch 1568 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 1795.95 ms [2022-04-07 12:39:31 main:574] : INFO : Epoch 1569 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1811.65 ms [2022-04-07 12:39:33 main:574] : INFO : Epoch 1570 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 1782.37 ms [2022-04-07 12:39:35 main:574] : INFO : Epoch 1571 | loss: 0.0311865 | val_loss: 0.0311943 | Time: 1776.1 ms [2022-04-07 12:39:37 main:574] : INFO : Epoch 1572 | loss: 0.0311819 | val_loss: 0.0311794 | Time: 1798.49 ms [2022-04-07 12:39:39 main:574] : INFO : Epoch 1573 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 1813.32 ms [2022-04-07 12:39:40 main:574] : INFO : Epoch 1574 | loss: 0.031179 | val_loss: 0.0311826 | Time: 1759.4 ms [2022-04-07 12:39:42 main:574] : INFO : Epoch 1575 | loss: 0.0311794 | val_loss: 0.0311834 | Time: 1793.45 ms [2022-04-07 12:39:44 main:574] : INFO : Epoch 1576 | loss: 0.0311799 | val_loss: 0.0311887 | Time: 1779.88 ms [2022-04-07 12:39:46 main:574] : INFO : Epoch 1577 | loss: 0.0311826 | val_loss: 0.0311825 | Time: 1798.39 ms [2022-04-07 12:39:48 main:574] : INFO : Epoch 1578 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 1807.74 ms [2022-04-07 12:39:49 main:574] : INFO : Epoch 1579 | loss: 0.031178 | val_loss: 0.0311909 | Time: 1824.97 ms [2022-04-07 12:39:51 main:574] : INFO : Epoch 1580 | loss: 0.0311803 | val_loss: 0.031188 | Time: 1770.7 ms [2022-04-07 12:39:53 main:574] : INFO : Epoch 1581 | loss: 0.0311787 | val_loss: 0.031181 | Time: 1799.99 ms [2022-04-07 12:39:55 main:574] : INFO : Epoch 1582 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 1754.36 ms [2022-04-07 12:39:57 main:574] : INFO : Epoch 1583 | loss: 0.0311816 | val_loss: 0.0311814 | Time: 1785.78 ms [2022-04-07 12:39:58 main:574] : INFO : Epoch 1584 | loss: 0.03118 | val_loss: 0.0311794 | Time: 1762.13 ms [2022-04-07 12:40:00 main:574] : INFO : Epoch 1585 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 1784.13 ms [2022-04-07 12:40:02 main:574] : INFO : Epoch 1586 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1811.84 ms [2022-04-07 12:40:04 main:574] : INFO : Epoch 1587 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 1782.8 ms [2022-04-07 12:40:06 main:574] : INFO : Epoch 1588 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 1812.05 ms [2022-04-07 12:40:07 main:574] : INFO : Epoch 1589 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 1795.04 ms [2022-04-07 12:40:09 main:574] : INFO : Epoch 1590 | loss: 0.0311765 | val_loss: 0.0311929 | Time: 1785.32 ms [2022-04-07 12:40:11 main:574] : INFO : Epoch 1591 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 1807.66 ms [2022-04-07 12:40:13 main:574] : INFO : Epoch 1592 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 1769.59 ms [2022-04-07 12:40:15 main:574] : INFO : Epoch 1593 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 1765.08 ms [2022-04-07 12:40:16 main:574] : INFO : Epoch 1594 | loss: 0.0311828 | val_loss: 0.0311894 | Time: 1785.7 ms [2022-04-07 12:40:18 main:574] : INFO : Epoch 1595 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 1787.17 ms [2022-04-07 12:40:20 main:574] : INFO : Epoch 1596 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 1804.77 ms [2022-04-07 12:40:22 main:574] : INFO : Epoch 1597 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 1794.55 ms [2022-04-07 12:40:24 main:574] : INFO : Epoch 1598 | loss: 0.0311779 | val_loss: 0.0311904 | Time: 1789.57 ms [2022-04-07 12:40:25 main:574] : INFO : Epoch 1599 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 1778.48 ms [2022-04-07 12:40:27 main:574] : INFO : Epoch 1600 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 1798.37 ms [2022-04-07 12:40:29 main:574] : INFO : Epoch 1601 | loss: 0.0311788 | val_loss: 0.0311877 | Time: 1795.96 ms [2022-04-07 12:40:31 main:574] : INFO : Epoch 1602 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 1761.95 ms [2022-04-07 12:40:32 main:574] : INFO : Epoch 1603 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 1766.88 ms [2022-04-07 12:40:34 main:574] : INFO : Epoch 1604 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 1759.03 ms [2022-04-07 12:40:36 main:574] : INFO : Epoch 1605 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 1870.96 ms [2022-04-07 12:40:38 main:574] : INFO : Epoch 1606 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 1805.52 ms [2022-04-07 12:40:40 main:574] : INFO : Epoch 1607 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 1825.45 ms [2022-04-07 12:40:42 main:574] : INFO : Epoch 1608 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 1794.96 ms [2022-04-07 12:40:43 main:574] : INFO : Epoch 1609 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 1836.35 ms [2022-04-07 12:40:45 main:574] : INFO : Epoch 1610 | loss: 0.0311792 | val_loss: 0.0311783 | Time: 1790.54 ms [2022-04-07 12:40:47 main:574] : INFO : Epoch 1611 | loss: 0.0311798 | val_loss: 0.0311887 | Time: 1816.83 ms [2022-04-07 12:40:49 main:574] : INFO : Epoch 1612 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 1762.29 ms [2022-04-07 12:40:51 main:574] : INFO : Epoch 1613 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 1768.77 ms [2022-04-07 12:40:52 main:574] : INFO : Epoch 1614 | loss: 0.0311835 | val_loss: 0.0311907 | Time: 1784.43 ms [2022-04-07 12:40:54 main:574] : INFO : Epoch 1615 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1806.76 ms [2022-04-07 12:40:56 main:574] : INFO : Epoch 1616 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 1786.3 ms [2022-04-07 12:40:58 main:574] : INFO : Epoch 1617 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 1722.45 ms [2022-04-07 12:41:00 main:574] : INFO : Epoch 1618 | loss: 0.031179 | val_loss: 0.0311829 | Time: 1787.87 ms [2022-04-07 12:41:01 main:574] : INFO : Epoch 1619 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 1826.16 ms [2022-04-07 12:41:03 main:574] : INFO : Epoch 1620 | loss: 0.031176 | val_loss: 0.0311807 | Time: 1806.31 ms [2022-04-07 12:41:05 main:574] : INFO : Epoch 1621 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 1801.17 ms [2022-04-07 12:41:07 main:574] : INFO : Epoch 1622 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1897.95 ms [2022-04-07 12:41:09 main:574] : INFO : Epoch 1623 | loss: 0.0311785 | val_loss: 0.0311859 | Time: 1832.38 ms [2022-04-07 12:41:11 main:574] : INFO : Epoch 1624 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 1789.57 ms [2022-04-07 12:41:12 main:574] : INFO : Epoch 1625 | loss: 0.0311794 | val_loss: 0.031189 | Time: 1796.78 ms [2022-04-07 12:41:14 main:574] : INFO : Epoch 1626 | loss: 0.0311775 | val_loss: 0.031184 | Time: 1786.6 ms [2022-04-07 12:41:16 main:574] : INFO : Epoch 1627 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 1815.13 ms [2022-04-07 12:41:18 main:574] : INFO : Epoch 1628 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1795.8 ms [2022-04-07 12:41:20 main:574] : INFO : Epoch 1629 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 1802.37 ms [2022-04-07 12:41:21 main:574] : INFO : Epoch 1630 | loss: 0.0311762 | val_loss: 0.031185 | Time: 1811.6 ms [2022-04-07 12:41:23 main:574] : INFO : Epoch 1631 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 1815.37 ms [2022-04-07 12:41:25 main:574] : INFO : Epoch 1632 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 1796.81 ms [2022-04-07 12:41:27 main:574] : INFO : Epoch 1633 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 1815.84 ms [2022-04-07 12:41:29 main:574] : INFO : Epoch 1634 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1802.56 ms [2022-04-07 12:41:30 main:574] : INFO : Epoch 1635 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1802.12 ms [2022-04-07 12:41:32 main:574] : INFO : Epoch 1636 | loss: 0.031177 | val_loss: 0.0311839 | Time: 1819.31 ms [2022-04-07 12:41:34 main:574] : INFO : Epoch 1637 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 1793.48 ms [2022-04-07 12:41:36 main:574] : INFO : Epoch 1638 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 1785.48 ms [2022-04-07 12:41:38 main:574] : INFO : Epoch 1639 | loss: 0.031176 | val_loss: 0.0311834 | Time: 1772.45 ms [2022-04-07 12:41:40 main:574] : INFO : Epoch 1640 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 1815.86 ms [2022-04-07 12:41:41 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 1788.27 ms [2022-04-07 12:41:43 main:574] : INFO : Epoch 1642 | loss: 0.031177 | val_loss: 0.0311892 | Time: 1778.23 ms [2022-04-07 12:41:45 main:574] : INFO : Epoch 1643 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 1791.2 ms [2022-04-07 12:41:47 main:574] : INFO : Epoch 1644 | loss: 0.0311768 | val_loss: 0.0311925 | Time: 1794.93 ms [2022-04-07 12:41:48 main:574] : INFO : Epoch 1645 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 1794.87 ms [2022-04-07 12:41:50 main:574] : INFO : Epoch 1646 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 1786.28 ms [2022-04-07 12:41:52 main:574] : INFO : Epoch 1647 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 1803.02 ms [2022-04-07 12:41:54 main:574] : INFO : Epoch 1648 | loss: 0.031175 | val_loss: 0.0311843 | Time: 1797.16 ms [2022-04-07 12:41:56 main:574] : INFO : Epoch 1649 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 1811.03 ms [2022-04-07 12:41:58 main:574] : INFO : Epoch 1650 | loss: 0.0311805 | val_loss: 0.0311866 | Time: 1774.28 ms [2022-04-07 12:41:59 main:574] : INFO : Epoch 1651 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 1791.69 ms [2022-04-07 12:42:01 main:574] : INFO : Epoch 1652 | loss: 0.031178 | val_loss: 0.0311817 | Time: 1791.01 ms [2022-04-07 12:42:03 main:574] : INFO : Epoch 1653 | loss: 0.031178 | val_loss: 0.0311872 | Time: 1791.33 ms [2022-04-07 12:42:05 main:574] : INFO : Epoch 1654 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 1800.38 ms [2022-04-07 12:42:07 main:574] : INFO : Epoch 1655 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 1785.6 ms [2022-04-07 12:42:08 main:574] : INFO : Epoch 1656 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 1808.67 ms [2022-04-07 12:42:10 main:574] : INFO : Epoch 1657 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 1776.82 ms [2022-04-07 12:42:12 main:574] : INFO : Epoch 1658 | loss: 0.0311766 | val_loss: 0.0311857 | Time: 1795.94 ms [2022-04-07 12:42:14 main:574] : INFO : Epoch 1659 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 1811.74 ms [2022-04-07 12:42:16 main:574] : INFO : Epoch 1660 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 1763.08 ms [2022-04-07 12:42:17 main:574] : INFO : Epoch 1661 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1830.28 ms [2022-04-07 12:42:19 main:574] : INFO : Epoch 1662 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1795.21 ms [2022-04-07 12:42:21 main:574] : INFO : Epoch 1663 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 1790.3 ms [2022-04-07 12:42:23 main:574] : INFO : Epoch 1664 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 1787.88 ms [2022-04-07 12:42:25 main:574] : INFO : Epoch 1665 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 1779.47 ms [2022-04-07 12:42:26 main:574] : INFO : Epoch 1666 | loss: 0.0311775 | val_loss: 0.0311822 | Time: 1784.31 ms [2022-04-07 12:42:28 main:574] : INFO : Epoch 1667 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 1776.78 ms [2022-04-07 12:42:30 main:574] : INFO : Epoch 1668 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 1812.48 ms [2022-04-07 12:42:32 main:574] : INFO : Epoch 1669 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 1803.38 ms [2022-04-07 12:42:34 main:574] : INFO : Epoch 1670 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 1822.04 ms [2022-04-07 12:42:35 main:574] : INFO : Epoch 1671 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 1758.53 ms [2022-04-07 12:42:37 main:574] : INFO : Epoch 1672 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 1770.25 ms [2022-04-07 12:42:39 main:574] : INFO : Epoch 1673 | loss: 0.031177 | val_loss: 0.031183 | Time: 1796.61 ms [2022-04-07 12:42:41 main:574] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311916 | Time: 1763.82 ms [2022-04-07 12:42:42 main:574] : INFO : Epoch 1675 | loss: 0.0311784 | val_loss: 0.0311871 | Time: 1772.88 ms [2022-04-07 12:42:44 main:574] : INFO : Epoch 1676 | loss: 0.031179 | val_loss: 0.0311891 | Time: 1802.41 ms [2022-04-07 12:42:46 main:574] : INFO : Epoch 1677 | loss: 0.0311805 | val_loss: 0.0311825 | Time: 1774.73 ms [2022-04-07 12:42:48 main:574] : INFO : Epoch 1678 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 1780.9 ms [2022-04-07 12:42:50 main:574] : INFO : Epoch 1679 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 1789.8 ms [2022-04-07 12:42:51 main:574] : INFO : Epoch 1680 | loss: 0.031179 | val_loss: 0.0311828 | Time: 1803.15 ms [2022-04-07 12:42:53 main:574] : INFO : Epoch 1681 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 1824.06 ms [2022-04-07 12:42:55 main:574] : INFO : Epoch 1682 | loss: 0.0311787 | val_loss: 0.0311853 | Time: 1767.65 ms [2022-04-07 12:42:57 main:574] : INFO : Epoch 1683 | loss: 0.0311808 | val_loss: 0.0311915 | Time: 1762.63 ms [2022-04-07 12:42:59 main:574] : INFO : Epoch 1684 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 1811.88 ms [2022-04-07 12:43:00 main:574] : INFO : Epoch 1685 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 1781.04 ms [2022-04-07 12:43:02 main:574] : INFO : Epoch 1686 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 1792.45 ms [2022-04-07 12:43:04 main:574] : INFO : Epoch 1687 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 1785.7 ms [2022-04-07 12:43:06 main:574] : INFO : Epoch 1688 | loss: 0.0311768 | val_loss: 0.0311836 | Time: 1797.66 ms [2022-04-07 12:43:08 main:574] : INFO : Epoch 1689 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1821.51 ms [2022-04-07 12:43:10 main:574] : INFO : Epoch 1690 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 1826.61 ms [2022-04-07 12:43:11 main:574] : INFO : Epoch 1691 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1814.23 ms [2022-04-07 12:43:13 main:574] : INFO : Epoch 1692 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1798.22 ms [2022-04-07 12:43:15 main:574] : INFO : Epoch 1693 | loss: 0.03118 | val_loss: 0.0311817 | Time: 1769.61 ms [2022-04-07 12:43:17 main:574] : INFO : Epoch 1694 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 1774.33 ms [2022-04-07 12:43:19 main:574] : INFO : Epoch 1695 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 1796.17 ms [2022-04-07 12:43:20 main:574] : INFO : Epoch 1696 | loss: 0.0311802 | val_loss: 0.0311849 | Time: 1762.85 ms [2022-04-07 12:43:22 main:574] : INFO : Epoch 1697 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 1756.8 ms [2022-04-07 12:43:24 main:574] : INFO : Epoch 1698 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 1759.74 ms [2022-04-07 12:43:26 main:574] : INFO : Epoch 1699 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 1771.53 ms [2022-04-07 12:43:27 main:574] : INFO : Epoch 1700 | loss: 0.0311771 | val_loss: 0.0311917 | Time: 1823.58 ms [2022-04-07 12:43:29 main:574] : INFO : Epoch 1701 | loss: 0.0311794 | val_loss: 0.0311861 | Time: 1796.63 ms [2022-04-07 12:43:31 main:574] : INFO : Epoch 1702 | loss: 0.0311789 | val_loss: 0.0311956 | Time: 1801.02 ms [2022-04-07 12:43:33 main:574] : INFO : Epoch 1703 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1810.75 ms [2022-04-07 12:43:35 main:574] : INFO : Epoch 1704 | loss: 0.0311782 | val_loss: 0.031186 | Time: 1775.03 ms [2022-04-07 12:43:36 main:574] : INFO : Epoch 1705 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1795.6 ms [2022-04-07 12:43:38 main:574] : INFO : Epoch 1706 | loss: 0.0311774 | val_loss: 0.031182 | Time: 1791.95 ms [2022-04-07 12:43:40 main:574] : INFO : Epoch 1707 | loss: 0.0311768 | val_loss: 0.0311845 | Time: 1780.53 ms [2022-04-07 12:43:42 main:574] : INFO : Epoch 1708 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 1778.01 ms [2022-04-07 12:43:44 main:574] : INFO : Epoch 1709 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 1768.03 ms [2022-04-07 12:43:45 main:574] : INFO : Epoch 1710 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 1782.15 ms [2022-04-07 12:43:47 main:574] : INFO : Epoch 1711 | loss: 0.0311762 | val_loss: 0.03118 | Time: 1789.58 ms [2022-04-07 12:43:49 main:574] : INFO : Epoch 1712 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 1747.98 ms [2022-04-07 12:43:51 main:574] : INFO : Epoch 1713 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 1789.3 ms [2022-04-07 12:43:53 main:574] : INFO : Epoch 1714 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 1806.82 ms [2022-04-07 12:43:54 main:574] : INFO : Epoch 1715 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 1776.48 ms [2022-04-07 12:43:56 main:574] : INFO : Epoch 1716 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1786.47 ms [2022-04-07 12:43:58 main:574] : INFO : Epoch 1717 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 1763.84 ms [2022-04-07 12:44:00 main:574] : INFO : Epoch 1718 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 1784.3 ms [2022-04-07 12:44:02 main:574] : INFO : Epoch 1719 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 1783.75 ms [2022-04-07 12:44:03 main:574] : INFO : Epoch 1720 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 1789.69 ms [2022-04-07 12:44:05 main:574] : INFO : Epoch 1721 | loss: 0.0311781 | val_loss: 0.0311847 | Time: 1812.41 ms [2022-04-07 12:44:07 main:574] : INFO : Epoch 1722 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 1795.88 ms [2022-04-07 12:44:09 main:574] : INFO : Epoch 1723 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1768.09 ms [2022-04-07 12:44:11 main:574] : INFO : Epoch 1724 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 1792.32 ms [2022-04-07 12:44:12 main:574] : INFO : Epoch 1725 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 1759.13 ms [2022-04-07 12:44:14 main:574] : INFO : Epoch 1726 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 1804.99 ms [2022-04-07 12:44:16 main:574] : INFO : Epoch 1727 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 1769.48 ms [2022-04-07 12:44:18 main:574] : INFO : Epoch 1728 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 1906.17 ms [2022-04-07 12:44:20 main:574] : INFO : Epoch 1729 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 1779.87 ms [2022-04-07 12:44:21 main:574] : INFO : Epoch 1730 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 1784.87 ms [2022-04-07 12:44:23 main:574] : INFO : Epoch 1731 | loss: 0.031176 | val_loss: 0.0311782 | Time: 1825.24 ms [2022-04-07 12:44:25 main:574] : INFO : Epoch 1732 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 1777.75 ms [2022-04-07 12:44:27 main:574] : INFO : Epoch 1733 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 1777.47 ms [2022-04-07 12:44:29 main:574] : INFO : Epoch 1734 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1783.52 ms [2022-04-07 12:44:30 main:574] : INFO : Epoch 1735 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 1787.2 ms [2022-04-07 12:44:32 main:574] : INFO : Epoch 1736 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1786.09 ms [2022-04-07 12:44:34 main:574] : INFO : Epoch 1737 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 1800.95 ms [2022-04-07 12:44:36 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 1811.6 ms [2022-04-07 12:44:38 main:574] : INFO : Epoch 1739 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1775.04 ms [2022-04-07 12:44:39 main:574] : INFO : Epoch 1740 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1773.63 ms [2022-04-07 12:44:41 main:574] : INFO : Epoch 1741 | loss: 0.031176 | val_loss: 0.0311787 | Time: 1774.35 ms [2022-04-07 12:44:43 main:574] : INFO : Epoch 1742 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 1827.04 ms [2022-04-07 12:44:45 main:574] : INFO : Epoch 1743 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1761.35 ms [2022-04-07 12:44:47 main:574] : INFO : Epoch 1744 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 1770.58 ms [2022-04-07 12:44:48 main:574] : INFO : Epoch 1745 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 1816.11 ms [2022-04-07 12:44:50 main:574] : INFO : Epoch 1746 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 1801.06 ms [2022-04-07 12:44:52 main:574] : INFO : Epoch 1747 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 1810.51 ms [2022-04-07 12:44:54 main:574] : INFO : Epoch 1748 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 1775.66 ms [2022-04-07 12:44:56 main:574] : INFO : Epoch 1749 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 1792.06 ms [2022-04-07 12:44:57 main:574] : INFO : Epoch 1750 | loss: 0.0311768 | val_loss: 0.0311888 | Time: 1782.12 ms [2022-04-07 12:44:59 main:574] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.0311859 | Time: 1990.88 ms [2022-04-07 12:45:01 main:574] : INFO : Epoch 1752 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 1886.74 ms [2022-04-07 12:45:03 main:574] : INFO : Epoch 1753 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1749.95 ms [2022-04-07 12:45:05 main:574] : INFO : Epoch 1754 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 1755.44 ms [2022-04-07 12:45:07 main:574] : INFO : Epoch 1755 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 1783.03 ms [2022-04-07 12:45:08 main:574] : INFO : Epoch 1756 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 1826.71 ms [2022-04-07 12:45:11 main:574] : INFO : Epoch 1757 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 2914.82 ms [2022-04-07 12:45:14 main:574] : INFO : Epoch 1758 | loss: 0.0311751 | val_loss: 0.0311851 | Time: 2400.22 ms [2022-04-07 12:45:16 main:574] : INFO : Epoch 1759 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 1938.71 ms [2022-04-07 12:45:18 main:574] : INFO : Epoch 1760 | loss: 0.0311764 | val_loss: 0.0311784 | Time: 1947.68 ms [2022-04-07 12:45:19 main:574] : INFO : Epoch 1761 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 1792.73 ms [2022-04-07 12:45:21 main:574] : INFO : Epoch 1762 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 1872.78 ms [2022-04-07 12:45:23 main:574] : INFO : Epoch 1763 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 1854.21 ms [2022-04-07 12:45:25 main:574] : INFO : Epoch 1764 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 1873.11 ms [2022-04-07 12:45:27 main:574] : INFO : Epoch 1765 | loss: 0.0311779 | val_loss: 0.031179 | Time: 1907.53 ms [2022-04-07 12:45:29 main:574] : INFO : Epoch 1766 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 1877.87 ms [2022-04-07 12:45:31 main:574] : INFO : Epoch 1767 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 1846.3 ms [2022-04-07 12:45:33 main:574] : INFO : Epoch 1768 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 1838.83 ms [2022-04-07 12:45:34 main:574] : INFO : Epoch 1769 | loss: 0.0311812 | val_loss: 0.031176 | Time: 1839.32 ms [2022-04-07 12:45:36 main:574] : INFO : Epoch 1770 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 1875.19 ms [2022-04-07 12:45:38 main:574] : INFO : Epoch 1771 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 1831.54 ms [2022-04-07 12:45:40 main:574] : INFO : Epoch 1772 | loss: 0.0311739 | val_loss: 0.031177 | Time: 1781.77 ms [2022-04-07 12:45:42 main:574] : INFO : Epoch 1773 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 1887.3 ms [2022-04-07 12:45:44 main:574] : INFO : Epoch 1774 | loss: 0.0311783 | val_loss: 0.031177 | Time: 1841.14 ms [2022-04-07 12:45:45 main:574] : INFO : Epoch 1775 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 1820.7 ms [2022-04-07 12:45:47 main:574] : INFO : Epoch 1776 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 1818.1 ms [2022-04-07 12:45:49 main:574] : INFO : Epoch 1777 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 2114.6 ms [2022-04-07 12:45:51 main:574] : INFO : Epoch 1778 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 1951.11 ms [2022-04-07 12:45:53 main:574] : INFO : Epoch 1779 | loss: 0.0311743 | val_loss: 0.031179 | Time: 1863.58 ms [2022-04-07 12:45:55 main:574] : INFO : Epoch 1780 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1858.44 ms [2022-04-07 12:45:57 main:574] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1855.17 ms [2022-04-07 12:45:59 main:574] : INFO : Epoch 1782 | loss: 0.0311758 | val_loss: 0.031179 | Time: 1817.13 ms [2022-04-07 12:46:01 main:574] : INFO : Epoch 1783 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 1872.49 ms [2022-04-07 12:46:03 main:574] : INFO : Epoch 1784 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 1821.87 ms [2022-04-07 12:46:04 main:574] : INFO : Epoch 1785 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1891.31 ms [2022-04-07 12:46:06 main:574] : INFO : Epoch 1786 | loss: 0.0311733 | val_loss: 0.031176 | Time: 1795.25 ms [2022-04-07 12:46:08 main:574] : INFO : Epoch 1787 | loss: 0.031176 | val_loss: 0.0311798 | Time: 1832.65 ms [2022-04-07 12:46:10 main:574] : INFO : Epoch 1788 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2118.34 ms [2022-04-07 12:46:12 main:574] : INFO : Epoch 1789 | loss: 0.0311772 | val_loss: 0.0311761 | Time: 1979.32 ms [2022-04-07 12:46:14 main:574] : INFO : Epoch 1790 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1844.73 ms [2022-04-07 12:46:16 main:574] : INFO : Epoch 1791 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 1791.33 ms [2022-04-07 12:46:18 main:574] : INFO : Epoch 1792 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 1813.12 ms [2022-04-07 12:46:20 main:574] : INFO : Epoch 1793 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1833.36 ms [2022-04-07 12:46:22 main:574] : INFO : Epoch 1794 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 2005.94 ms [2022-04-07 12:46:23 main:574] : INFO : Epoch 1795 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 1780.92 ms [2022-04-07 12:46:25 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 1817.78 ms [2022-04-07 12:46:27 main:574] : INFO : Epoch 1797 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 1966.84 ms [2022-04-07 12:46:29 main:574] : INFO : Epoch 1798 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 1818.52 ms [2022-04-07 12:46:31 main:574] : INFO : Epoch 1799 | loss: 0.0311783 | val_loss: 0.031177 | Time: 1760.85 ms [2022-04-07 12:46:32 main:574] : INFO : Epoch 1800 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 1774.11 ms [2022-04-07 12:46:34 main:574] : INFO : Epoch 1801 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 1806.13 ms [2022-04-07 12:46:36 main:574] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1775.12 ms [2022-04-07 12:46:38 main:574] : INFO : Epoch 1803 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 1815.75 ms [2022-04-07 12:46:40 main:574] : INFO : Epoch 1804 | loss: 0.0311793 | val_loss: 0.0311796 | Time: 1822.51 ms [2022-04-07 12:46:42 main:574] : INFO : Epoch 1805 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 1756.08 ms [2022-04-07 12:46:43 main:574] : INFO : Epoch 1806 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 1926.95 ms [2022-04-07 12:46:45 main:574] : INFO : Epoch 1807 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1865.93 ms [2022-04-07 12:46:47 main:574] : INFO : Epoch 1808 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 1926.67 ms [2022-04-07 12:46:49 main:574] : INFO : Epoch 1809 | loss: 0.0311787 | val_loss: 0.0311761 | Time: 1816.71 ms [2022-04-07 12:46:51 main:574] : INFO : Epoch 1810 | loss: 0.0311766 | val_loss: 0.0311923 | Time: 1756.84 ms [2022-04-07 12:46:53 main:574] : INFO : Epoch 1811 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 1793.33 ms [2022-04-07 12:46:54 main:574] : INFO : Epoch 1812 | loss: 0.0311799 | val_loss: 0.0311794 | Time: 1819.6 ms [2022-04-07 12:46:56 main:574] : INFO : Epoch 1813 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1833.25 ms [2022-04-07 12:46:58 main:574] : INFO : Epoch 1814 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 1819.69 ms [2022-04-07 12:47:00 main:574] : INFO : Epoch 1815 | loss: 0.0311777 | val_loss: 0.0311774 | Time: 1808.64 ms [2022-04-07 12:47:02 main:574] : INFO : Epoch 1816 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 1881.31 ms [2022-04-07 12:47:04 main:574] : INFO : Epoch 1817 | loss: 0.0311781 | val_loss: 0.031177 | Time: 1932.08 ms [2022-04-07 12:47:06 main:574] : INFO : Epoch 1818 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 1752.99 ms [2022-04-07 12:47:07 main:574] : INFO : Epoch 1819 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 1772.3 ms [2022-04-07 12:47:09 main:574] : INFO : Epoch 1820 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 1781.82 ms [2022-04-07 12:47:11 main:574] : INFO : Epoch 1821 | loss: 0.0311764 | val_loss: 0.03118 | Time: 1836.87 ms [2022-04-07 12:47:13 main:574] : INFO : Epoch 1822 | loss: 0.0311764 | val_loss: 0.031177 | Time: 1822.44 ms [2022-04-07 12:47:15 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0311753 | Time: 1793.32 ms [2022-04-07 12:47:16 main:574] : INFO : Epoch 1824 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 1761.3 ms [2022-04-07 12:47:18 main:574] : INFO : Epoch 1825 | loss: 0.031175 | val_loss: 0.0311765 | Time: 1832.37 ms [2022-04-07 12:47:20 main:574] : INFO : Epoch 1826 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 1805.1 ms [2022-04-07 12:47:22 main:574] : INFO : Epoch 1827 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1785.89 ms [2022-04-07 12:47:24 main:574] : INFO : Epoch 1828 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 1814.73 ms [2022-04-07 12:47:25 main:574] : INFO : Epoch 1829 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 1786.76 ms [2022-04-07 12:47:27 main:574] : INFO : Epoch 1830 | loss: 0.0311771 | val_loss: 0.031176 | Time: 1845.96 ms [2022-04-07 12:47:29 main:574] : INFO : Epoch 1831 | loss: 0.0311777 | val_loss: 0.031178 | Time: 1811.06 ms [2022-04-07 12:47:31 main:574] : INFO : Epoch 1832 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 1772.42 ms [2022-04-07 12:47:33 main:574] : INFO : Epoch 1833 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 1792.28 ms [2022-04-07 12:47:34 main:574] : INFO : Epoch 1834 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 1768.15 ms [2022-04-07 12:47:36 main:574] : INFO : Epoch 1835 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 1752.62 ms [2022-04-07 12:47:38 main:574] : INFO : Epoch 1836 | loss: 0.0311762 | val_loss: 0.031183 | Time: 1778.64 ms [2022-04-07 12:47:40 main:574] : INFO : Epoch 1837 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1760.33 ms [2022-04-07 12:47:42 main:574] : INFO : Epoch 1838 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1774.61 ms [2022-04-07 12:47:43 main:574] : INFO : Epoch 1839 | loss: 0.031173 | val_loss: 0.0311771 | Time: 1759.49 ms [2022-04-07 12:47:45 main:574] : INFO : Epoch 1840 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 1779.11 ms [2022-04-07 12:47:47 main:574] : INFO : Epoch 1841 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 1805.67 ms [2022-04-07 12:47:49 main:574] : INFO : Epoch 1842 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 1835.8 ms [2022-04-07 12:47:51 main:574] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 1816.8 ms [2022-04-07 12:47:52 main:574] : INFO : Epoch 1844 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 1796.39 ms [2022-04-07 12:47:54 main:574] : INFO : Epoch 1845 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1799.17 ms [2022-04-07 12:47:56 main:574] : INFO : Epoch 1846 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 1881.91 ms [2022-04-07 12:47:58 main:574] : INFO : Epoch 1847 | loss: 0.031172 | val_loss: 0.0311757 | Time: 1844.87 ms [2022-04-07 12:48:00 main:574] : INFO : Epoch 1848 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1838.15 ms [2022-04-07 12:48:02 main:574] : INFO : Epoch 1849 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 1757.85 ms [2022-04-07 12:48:03 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311767 | Time: 1789.91 ms [2022-04-07 12:48:05 main:574] : INFO : Epoch 1851 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1839.57 ms [2022-04-07 12:48:07 main:574] : INFO : Epoch 1852 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 1778.57 ms [2022-04-07 12:48:09 main:574] : INFO : Epoch 1853 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1800.29 ms [2022-04-07 12:48:11 main:574] : INFO : Epoch 1854 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 1890.35 ms [2022-04-07 12:48:13 main:574] : INFO : Epoch 1855 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 1934.47 ms [2022-04-07 12:48:15 main:574] : INFO : Epoch 1856 | loss: 0.0311731 | val_loss: 0.0311803 | Time: 1889.99 ms [2022-04-07 12:48:16 main:574] : INFO : Epoch 1857 | loss: 0.0311731 | val_loss: 0.031177 | Time: 1839.23 ms [2022-04-07 12:48:18 main:574] : INFO : Epoch 1858 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1921.89 ms [2022-04-07 12:48:20 main:574] : INFO : Epoch 1859 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1808.08 ms [2022-04-07 12:48:22 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 1744.34 ms [2022-04-07 12:48:24 main:574] : INFO : Epoch 1861 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 1817.99 ms [2022-04-07 12:48:26 main:574] : INFO : Epoch 1862 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1980.85 ms [2022-04-07 12:48:28 main:574] : INFO : Epoch 1863 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 1869.22 ms [2022-04-07 12:48:29 main:574] : INFO : Epoch 1864 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 1800.32 ms [2022-04-07 12:48:31 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1776.36 ms [2022-04-07 12:48:33 main:574] : INFO : Epoch 1866 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1780.31 ms [2022-04-07 12:48:35 main:574] : INFO : Epoch 1867 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 1756.29 ms [2022-04-07 12:48:37 main:574] : INFO : Epoch 1868 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 1772.48 ms [2022-04-07 12:48:38 main:574] : INFO : Epoch 1869 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 1793.74 ms [2022-04-07 12:48:40 main:574] : INFO : Epoch 1870 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 1776.09 ms [2022-04-07 12:48:42 main:574] : INFO : Epoch 1871 | loss: 0.0311727 | val_loss: 0.0311807 | Time: 1782.59 ms [2022-04-07 12:48:44 main:574] : INFO : Epoch 1872 | loss: 0.0311774 | val_loss: 0.031188 | Time: 1770.28 ms [2022-04-07 12:48:45 main:574] : INFO : Epoch 1873 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 1740.73 ms [2022-04-07 12:48:47 main:574] : INFO : Epoch 1874 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 1744.03 ms [2022-04-07 12:48:49 main:574] : INFO : Epoch 1875 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 1758.19 ms [2022-04-07 12:48:51 main:574] : INFO : Epoch 1876 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 1791.81 ms [2022-04-07 12:48:53 main:574] : INFO : Epoch 1877 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 1799.83 ms [2022-04-07 12:48:54 main:574] : INFO : Epoch 1878 | loss: 0.031172 | val_loss: 0.0311773 | Time: 1771.44 ms [2022-04-07 12:48:56 main:574] : INFO : Epoch 1879 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 1792.3 ms [2022-04-07 12:48:58 main:574] : INFO : Epoch 1880 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 1768.74 ms [2022-04-07 12:49:00 main:574] : INFO : Epoch 1881 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1789.23 ms [2022-04-07 12:49:02 main:574] : INFO : Epoch 1882 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1820.9 ms [2022-04-07 12:49:03 main:574] : INFO : Epoch 1883 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 1777.85 ms [2022-04-07 12:49:05 main:574] : INFO : Epoch 1884 | loss: 0.0311737 | val_loss: 0.03118 | Time: 1772.35 ms [2022-04-07 12:49:07 main:574] : INFO : Epoch 1885 | loss: 0.0311739 | val_loss: 0.0311755 | Time: 1748.36 ms [2022-04-07 12:49:09 main:574] : INFO : Epoch 1886 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 1763 ms [2022-04-07 12:49:10 main:574] : INFO : Epoch 1887 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1766.42 ms [2022-04-07 12:49:12 main:574] : INFO : Epoch 1888 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 1772.66 ms [2022-04-07 12:49:14 main:574] : INFO : Epoch 1889 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 1835.63 ms [2022-04-07 12:49:16 main:574] : INFO : Epoch 1890 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1756.08 ms [2022-04-07 12:49:18 main:574] : INFO : Epoch 1891 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 1777.54 ms [2022-04-07 12:49:19 main:574] : INFO : Epoch 1892 | loss: 0.0311732 | val_loss: 0.031181 | Time: 1750.76 ms [2022-04-07 12:49:21 main:574] : INFO : Epoch 1893 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 1813.92 ms [2022-04-07 12:49:23 main:574] : INFO : Epoch 1894 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 1775.31 ms [2022-04-07 12:49:25 main:574] : INFO : Epoch 1895 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 1771.74 ms [2022-04-07 12:49:26 main:574] : INFO : Epoch 1896 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 1721.95 ms [2022-04-07 12:49:28 main:574] : INFO : Epoch 1897 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1755.08 ms [2022-04-07 12:49:30 main:574] : INFO : Epoch 1898 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1767.13 ms [2022-04-07 12:49:32 main:574] : INFO : Epoch 1899 | loss: 0.031173 | val_loss: 0.031175 | Time: 1775.92 ms [2022-04-07 12:49:34 main:574] : INFO : Epoch 1900 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 1766.05 ms [2022-04-07 12:49:35 main:574] : INFO : Epoch 1901 | loss: 0.0311827 | val_loss: 0.0311973 | Time: 1791.26 ms [2022-04-07 12:49:37 main:574] : INFO : Epoch 1902 | loss: 0.031194 | val_loss: 0.0312021 | Time: 1768.43 ms [2022-04-07 12:49:39 main:574] : INFO : Epoch 1903 | loss: 0.031188 | val_loss: 0.0311948 | Time: 1794.96 ms [2022-04-07 12:49:41 main:574] : INFO : Epoch 1904 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 1735.68 ms [2022-04-07 12:49:42 main:574] : INFO : Epoch 1905 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 1777.06 ms [2022-04-07 12:49:44 main:574] : INFO : Epoch 1906 | loss: 0.0311766 | val_loss: 0.031179 | Time: 1794.98 ms [2022-04-07 12:49:46 main:574] : INFO : Epoch 1907 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 1725.83 ms [2022-04-07 12:49:48 main:574] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.031178 | Time: 1794.07 ms [2022-04-07 12:49:50 main:574] : INFO : Epoch 1909 | loss: 0.0311733 | val_loss: 0.0311749 | Time: 1794.9 ms [2022-04-07 12:49:51 main:574] : INFO : Epoch 1910 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 1859.32 ms [2022-04-07 12:49:53 main:574] : INFO : Epoch 1911 | loss: 0.0311728 | val_loss: 0.0311788 | Time: 1765.62 ms [2022-04-07 12:49:55 main:574] : INFO : Epoch 1912 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1782.93 ms [2022-04-07 12:49:57 main:574] : INFO : Epoch 1913 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1791.1 ms [2022-04-07 12:49:59 main:574] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 1764.06 ms [2022-04-07 12:50:00 main:574] : INFO : Epoch 1915 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1778.43 ms [2022-04-07 12:50:02 main:574] : INFO : Epoch 1916 | loss: 0.0311721 | val_loss: 0.031175 | Time: 1747.11 ms [2022-04-07 12:50:04 main:574] : INFO : Epoch 1917 | loss: 0.031171 | val_loss: 0.0311766 | Time: 1772.36 ms [2022-04-07 12:50:06 main:574] : INFO : Epoch 1918 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 1754.43 ms [2022-04-07 12:50:07 main:574] : INFO : Epoch 1919 | loss: 0.0311706 | val_loss: 0.031176 | Time: 1731.77 ms [2022-04-07 12:50:09 main:574] : INFO : Epoch 1920 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 1799.67 ms [2022-04-07 12:50:11 main:574] : INFO : Epoch 1921 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 1826.88 ms [2022-04-07 12:50:13 main:574] : INFO : Epoch 1922 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 1748.28 ms [2022-04-07 12:50:15 main:574] : INFO : Epoch 1923 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 1841.1 ms [2022-04-07 12:50:17 main:574] : INFO : Epoch 1924 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1868.11 ms [2022-04-07 12:50:18 main:574] : INFO : Epoch 1925 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 1794.06 ms [2022-04-07 12:50:20 main:574] : INFO : Epoch 1926 | loss: 0.031172 | val_loss: 0.0311778 | Time: 1782.6 ms [2022-04-07 12:50:22 main:574] : INFO : Epoch 1927 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 1777.08 ms [2022-04-07 12:50:24 main:574] : INFO : Epoch 1928 | loss: 0.0311706 | val_loss: 0.0311823 | Time: 1788.3 ms [2022-04-07 12:50:26 main:574] : INFO : Epoch 1929 | loss: 0.031175 | val_loss: 0.0311794 | Time: 1807.08 ms [2022-04-07 12:50:27 main:574] : INFO : Epoch 1930 | loss: 0.031175 | val_loss: 0.0311775 | Time: 1797.65 ms [2022-04-07 12:50:29 main:574] : INFO : Epoch 1931 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1794.01 ms [2022-04-07 12:50:31 main:574] : INFO : Epoch 1932 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 1779.65 ms [2022-04-07 12:50:33 main:574] : INFO : Epoch 1933 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 1808.85 ms [2022-04-07 12:50:35 main:574] : INFO : Epoch 1934 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 1802.61 ms [2022-04-07 12:50:36 main:574] : INFO : Epoch 1935 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 1844.9 ms [2022-04-07 12:50:38 main:574] : INFO : Epoch 1936 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 1784.34 ms [2022-04-07 12:50:40 main:574] : INFO : Epoch 1937 | loss: 0.0311701 | val_loss: 0.031176 | Time: 1788.57 ms [2022-04-07 12:50:42 main:574] : INFO : Epoch 1938 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 1799.35 ms [2022-04-07 12:50:44 main:574] : INFO : Epoch 1939 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 1766.86 ms [2022-04-07 12:50:45 main:574] : INFO : Epoch 1940 | loss: 0.0311724 | val_loss: 0.031176 | Time: 1788.44 ms [2022-04-07 12:50:47 main:574] : INFO : Epoch 1941 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1822.49 ms [2022-04-07 12:50:49 main:574] : INFO : Epoch 1942 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 1802.73 ms [2022-04-07 12:50:51 main:574] : INFO : Epoch 1943 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 1830.55 ms [2022-04-07 12:50:53 main:574] : INFO : Epoch 1944 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 1773.69 ms [2022-04-07 12:50:54 main:574] : INFO : Epoch 1945 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 1761.84 ms [2022-04-07 12:50:56 main:574] : INFO : Epoch 1946 | loss: 0.0311734 | val_loss: 0.031177 | Time: 1795.75 ms [2022-04-07 12:50:58 main:574] : INFO : Epoch 1947 | loss: 0.0311737 | val_loss: 0.031182 | Time: 1845.99 ms [2022-04-07 12:51:00 main:574] : INFO : Epoch 1948 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 1894.05 ms [2022-04-07 12:51:02 main:574] : INFO : Epoch 1949 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 1826.09 ms [2022-04-07 12:51:04 main:574] : INFO : Epoch 1950 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 1803.91 ms [2022-04-07 12:51:05 main:574] : INFO : Epoch 1951 | loss: 0.0311726 | val_loss: 0.031176 | Time: 1804.09 ms [2022-04-07 12:51:07 main:574] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.0311787 | Time: 1775.4 ms [2022-04-07 12:51:09 main:574] : INFO : Epoch 1953 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 2004.88 ms [2022-04-07 12:51:11 main:574] : INFO : Epoch 1954 | loss: 0.031173 | val_loss: 0.0311759 | Time: 1844.48 ms [2022-04-07 12:51:13 main:574] : INFO : Epoch 1955 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 1909.11 ms [2022-04-07 12:51:15 main:574] : INFO : Epoch 1956 | loss: 0.031171 | val_loss: 0.0311771 | Time: 1854.53 ms [2022-04-07 12:51:17 main:574] : INFO : Epoch 1957 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 1805.19 ms [2022-04-07 12:51:19 main:574] : INFO : Epoch 1958 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 1784.39 ms [2022-04-07 12:51:20 main:574] : INFO : Epoch 1959 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 1762.79 ms [2022-04-07 12:51:22 main:574] : INFO : Epoch 1960 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 1783.17 ms [2022-04-07 12:51:24 main:574] : INFO : Epoch 1961 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 1750.33 ms [2022-04-07 12:51:26 main:574] : INFO : Epoch 1962 | loss: 0.0311729 | val_loss: 0.0311889 | Time: 1799.21 ms [2022-04-07 12:51:27 main:574] : INFO : Epoch 1963 | loss: 0.0311761 | val_loss: 0.0311743 | Time: 1811.78 ms [2022-04-07 12:51:29 main:574] : INFO : Epoch 1964 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1878.19 ms [2022-04-07 12:51:31 main:574] : INFO : Epoch 1965 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1961.04 ms [2022-04-07 12:51:33 main:574] : INFO : Epoch 1966 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 1855.3 ms [2022-04-07 12:51:35 main:574] : INFO : Epoch 1967 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 1935.71 ms [2022-04-07 12:51:37 main:574] : INFO : Epoch 1968 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1798.89 ms [2022-04-07 12:51:39 main:574] : INFO : Epoch 1969 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 1809.33 ms [2022-04-07 12:51:41 main:574] : INFO : Epoch 1970 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1805.19 ms [2022-04-07 12:51:42 main:574] : INFO : Epoch 1971 | loss: 0.031171 | val_loss: 0.0311761 | Time: 1812.1 ms [2022-04-07 12:51:44 main:574] : INFO : Epoch 1972 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 1802.71 ms [2022-04-07 12:51:46 main:574] : INFO : Epoch 1973 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1824.57 ms [2022-04-07 12:51:48 main:574] : INFO : Epoch 1974 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 1811.4 ms [2022-04-07 12:51:50 main:574] : INFO : Epoch 1975 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 1774.21 ms [2022-04-07 12:51:52 main:574] : INFO : Epoch 1976 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 1839.26 ms [2022-04-07 12:51:53 main:574] : INFO : Epoch 1977 | loss: 0.0311713 | val_loss: 0.0311755 | Time: 1856.22 ms [2022-04-07 12:51:55 main:574] : INFO : Epoch 1978 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1870.81 ms [2022-04-07 12:51:57 main:574] : INFO : Epoch 1979 | loss: 0.0311772 | val_loss: 0.0311768 | Time: 1981.87 ms [2022-04-07 12:51:59 main:574] : INFO : Epoch 1980 | loss: 0.0311769 | val_loss: 0.031175 | Time: 1864.07 ms [2022-04-07 12:52:01 main:574] : INFO : Epoch 1981 | loss: 0.0311749 | val_loss: 0.0311745 | Time: 1837.48 ms [2022-04-07 12:52:03 main:574] : INFO : Epoch 1982 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1905.08 ms [2022-04-07 12:52:05 main:574] : INFO : Epoch 1983 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1826.23 ms [2022-04-07 12:52:07 main:574] : INFO : Epoch 1984 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 1848.78 ms [2022-04-07 12:52:08 main:574] : INFO : Epoch 1985 | loss: 0.0311728 | val_loss: 0.0311758 | Time: 1835.3 ms [2022-04-07 12:52:10 main:574] : INFO : Epoch 1986 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 1799.71 ms [2022-04-07 12:52:12 main:574] : INFO : Epoch 1987 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 1772.87 ms [2022-04-07 12:52:14 main:574] : INFO : Epoch 1988 | loss: 0.0311753 | val_loss: 0.03118 | Time: 1778.38 ms [2022-04-07 12:52:16 main:574] : INFO : Epoch 1989 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 1769.96 ms [2022-04-07 12:52:17 main:574] : INFO : Epoch 1990 | loss: 0.0311735 | val_loss: 0.0311745 | Time: 1819.38 ms [2022-04-07 12:52:19 main:574] : INFO : Epoch 1991 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1759.54 ms [2022-04-07 12:52:21 main:574] : INFO : Epoch 1992 | loss: 0.0311723 | val_loss: 0.0311785 | Time: 1829.91 ms [2022-04-07 12:52:23 main:574] : INFO : Epoch 1993 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1841.48 ms [2022-04-07 12:52:25 main:574] : INFO : Epoch 1994 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 1829.42 ms [2022-04-07 12:52:27 main:574] : INFO : Epoch 1995 | loss: 0.031175 | val_loss: 0.0311779 | Time: 1824.04 ms [2022-04-07 12:52:28 main:574] : INFO : Epoch 1996 | loss: 0.0311768 | val_loss: 0.031183 | Time: 1801.66 ms [2022-04-07 12:52:30 main:574] : INFO : Epoch 1997 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 1805.11 ms [2022-04-07 12:52:32 main:574] : INFO : Epoch 1998 | loss: 0.031171 | val_loss: 0.0311779 | Time: 1758.64 ms [2022-04-07 12:52:34 main:574] : INFO : Epoch 1999 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1752.43 ms [2022-04-07 12:52:35 main:574] : INFO : Epoch 2000 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 1761.7 ms [2022-04-07 12:52:37 main:574] : INFO : Epoch 2001 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 1762.44 ms [2022-04-07 12:52:39 main:574] : INFO : Epoch 2002 | loss: 0.0311714 | val_loss: 0.0311836 | Time: 1860.74 ms [2022-04-07 12:52:41 main:574] : INFO : Epoch 2003 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 1758.95 ms [2022-04-07 12:52:43 main:574] : INFO : Epoch 2004 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 1866.01 ms [2022-04-07 12:52:45 main:574] : INFO : Epoch 2005 | loss: 0.0311718 | val_loss: 0.031176 | Time: 1798.77 ms [2022-04-07 12:52:46 main:574] : INFO : Epoch 2006 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1898.41 ms [2022-04-07 12:52:48 main:574] : INFO : Epoch 2007 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1816.56 ms [2022-04-07 12:52:50 main:574] : INFO : Epoch 2008 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 1746.91 ms [2022-04-07 12:52:52 main:574] : INFO : Epoch 2009 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 1737.76 ms [2022-04-07 12:52:54 main:574] : INFO : Epoch 2010 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1800.53 ms [2022-04-07 12:52:55 main:574] : INFO : Epoch 2011 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 1813.27 ms [2022-04-07 12:52:57 main:574] : INFO : Epoch 2012 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1820.79 ms [2022-04-07 12:52:59 main:574] : INFO : Epoch 2013 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 1855.95 ms [2022-04-07 12:53:01 main:574] : INFO : Epoch 2014 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1899.86 ms [2022-04-07 12:53:03 main:574] : INFO : Epoch 2015 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 1829.56 ms [2022-04-07 12:53:05 main:574] : INFO : Epoch 2016 | loss: 0.0311727 | val_loss: 0.0311906 | Time: 1800.46 ms [2022-04-07 12:53:06 main:574] : INFO : Epoch 2017 | loss: 0.0311754 | val_loss: 0.031178 | Time: 1734.58 ms [2022-04-07 12:53:08 main:574] : INFO : Epoch 2018 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 1756.39 ms [2022-04-07 12:53:10 main:574] : INFO : Epoch 2019 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 1783.26 ms [2022-04-07 12:53:12 main:574] : INFO : Epoch 2020 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 1751.39 ms [2022-04-07 12:53:13 main:574] : INFO : Epoch 2021 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1739.67 ms [2022-04-07 12:53:15 main:574] : INFO : Epoch 2022 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 1759.51 ms [2022-04-07 12:53:17 main:574] : INFO : Epoch 2023 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1808.13 ms [2022-04-07 12:53:19 main:574] : INFO : Epoch 2024 | loss: 0.0311715 | val_loss: 0.0311799 | Time: 1779.27 ms [2022-04-07 12:53:21 main:574] : INFO : Epoch 2025 | loss: 0.0311709 | val_loss: 0.031177 | Time: 1830.7 ms [2022-04-07 12:53:22 main:574] : INFO : Epoch 2026 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 1800.04 ms [2022-04-07 12:53:24 main:574] : INFO : Epoch 2027 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 1764.66 ms [2022-04-07 12:53:26 main:574] : INFO : Epoch 2028 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 1830.31 ms [2022-04-07 12:53:28 main:574] : INFO : Epoch 2029 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1790.67 ms [2022-04-07 12:53:30 main:574] : INFO : Epoch 2030 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 1765.64 ms [2022-04-07 12:53:31 main:574] : INFO : Epoch 2031 | loss: 0.031174 | val_loss: 0.0311921 | Time: 1839.89 ms [2022-04-07 12:53:33 main:574] : INFO : Epoch 2032 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 1796.83 ms [2022-04-07 12:53:35 main:574] : INFO : Epoch 2033 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 1760.1 ms [2022-04-07 12:53:37 main:574] : INFO : Epoch 2034 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 1825.88 ms [2022-04-07 12:53:39 main:574] : INFO : Epoch 2035 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1799.68 ms [2022-04-07 12:53:41 main:574] : INFO : Epoch 2036 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 1798.35 ms [2022-04-07 12:53:42 main:574] : INFO : Epoch 2037 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 1776.06 ms [2022-04-07 12:53:44 main:574] : INFO : Epoch 2038 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1768.68 ms [2022-04-07 12:53:46 main:574] : INFO : Epoch 2039 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1805.83 ms [2022-04-07 12:53:48 main:574] : INFO : Epoch 2040 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 1851.41 ms [2022-04-07 12:53:50 main:574] : INFO : Epoch 2041 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 1792.85 ms [2022-04-07 12:53:51 main:574] : INFO : Epoch 2042 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 1771.06 ms [2022-04-07 12:53:53 main:574] : INFO : Epoch 2043 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 1833.19 ms [2022-04-07 12:53:55 main:574] : INFO : Epoch 2044 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1818.16 ms [2022-04-07 12:53:57 main:574] : INFO : Epoch 2045 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1782.3 ms [2022-04-07 12:53:59 main:574] : INFO : Epoch 2046 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 1767.76 ms [2022-04-07 12:54:00 main:574] : INFO : Epoch 2047 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 1775.17 ms [2022-04-07 12:54:02 main:574] : INFO : Epoch 2048 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 1743.14 ms [2022-04-07 12:54:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311762 [2022-04-07 12:54:02 main:603] : INFO : Saving end state to config to file [2022-04-07 12:54:02 main:608] : INFO : Success, exiting.. 12:54:02 (2740): 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)