Task 13994710
| Name | ParityModified-1647040138-26598-2-0_1 |
| Workunit | 10594264 |
| Created | 29 Mar 2022, 17:29:36 UTC |
| Sent | 29 Mar 2022, 18:09:21 UTC |
| Report deadline | 6 Apr 2022, 18:09:21 UTC |
| Received | 29 Mar 2022, 20:16:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15186 |
| Run time | 1 hours 4 min 12 sec |
| CPU time | 1 hours 4 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,469.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.19.0</core_client_version> <![CDATA[ <stderr_txt> -03-29 15:00:01 main:581] : INFO : Epoch 1538 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 2107.24 ms [2022-03-29 15:00:03 main:581] : INFO : Epoch 1539 | loss: 0.0311796 | val_loss: 0.0311756 | Time: 2060.77 ms [2022-03-29 15:00:05 main:581] : INFO : Epoch 1540 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2094.37 ms [2022-03-29 15:00:07 main:581] : INFO : Epoch 1541 | loss: 0.0311794 | val_loss: 0.0311769 | Time: 2020.82 ms [2022-03-29 15:00:09 main:581] : INFO : Epoch 1542 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 1966.28 ms [2022-03-29 15:00:11 main:581] : INFO : Epoch 1543 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 2009.51 ms [2022-03-29 15:00:13 main:581] : INFO : Epoch 1544 | loss: 0.0311808 | val_loss: 0.0311773 | Time: 2013.39 ms [2022-03-29 15:00:15 main:581] : INFO : Epoch 1545 | loss: 0.0311799 | val_loss: 0.0311775 | Time: 2043.87 ms [2022-03-29 15:00:17 main:581] : INFO : Epoch 1546 | loss: 0.0311788 | val_loss: 0.0311771 | Time: 2055.37 ms [2022-03-29 15:00:19 main:581] : INFO : Epoch 1547 | loss: 0.0311787 | val_loss: 0.031177 | Time: 2008.7 ms [2022-03-29 15:00:21 main:581] : INFO : Epoch 1548 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 1953 ms [2022-03-29 15:00:23 main:581] : INFO : Epoch 1549 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 2077.15 ms [2022-03-29 15:00:25 main:581] : INFO : Epoch 1550 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 1950.78 ms [2022-03-29 15:00:27 main:581] : INFO : Epoch 1551 | loss: 0.0311815 | val_loss: 0.0311825 | Time: 1974.29 ms [2022-03-29 15:00:29 main:581] : INFO : Epoch 1552 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 2074.35 ms [2022-03-29 15:00:31 main:581] : INFO : Epoch 1553 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 1995.2 ms [2022-03-29 15:00:33 main:581] : INFO : Epoch 1554 | loss: 0.0311802 | val_loss: 0.03118 | Time: 2072.11 ms [2022-03-29 15:00:35 main:581] : INFO : Epoch 1555 | loss: 0.0311804 | val_loss: 0.0311773 | Time: 2059.64 ms [2022-03-29 15:00:37 main:581] : INFO : Epoch 1556 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 1983.68 ms [2022-03-29 15:00:39 main:581] : INFO : Epoch 1557 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 1972.22 ms [2022-03-29 15:00:41 main:581] : INFO : Epoch 1558 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 1904.74 ms [2022-03-29 15:00:43 main:581] : INFO : Epoch 1559 | loss: 0.0311801 | val_loss: 0.031178 | Time: 1802.49 ms [2022-03-29 15:00:45 main:581] : INFO : Epoch 1560 | loss: 0.0311795 | val_loss: 0.0311768 | Time: 1931.1 ms [2022-03-29 15:00:47 main:581] : INFO : Epoch 1561 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 1909.42 ms [2022-03-29 15:00:49 main:581] : INFO : Epoch 1562 | loss: 0.0311797 | val_loss: 0.0311768 | Time: 1940.82 ms [2022-03-29 15:00:51 main:581] : INFO : Epoch 1563 | loss: 0.0311808 | val_loss: 0.0311784 | Time: 1982.29 ms [2022-03-29 15:00:53 main:581] : INFO : Epoch 1564 | loss: 0.0311789 | val_loss: 0.0311766 | Time: 1976.26 ms [2022-03-29 15:00:55 main:581] : INFO : Epoch 1565 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 1932.29 ms [2022-03-29 15:00:57 main:581] : INFO : Epoch 1566 | loss: 0.03118 | val_loss: 0.0311787 | Time: 1793.69 ms [2022-03-29 15:00:59 main:581] : INFO : Epoch 1567 | loss: 0.0311786 | val_loss: 0.0311776 | Time: 2022.81 ms [2022-03-29 15:01:01 main:581] : INFO : Epoch 1568 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 1973.67 ms [2022-03-29 15:01:03 main:581] : INFO : Epoch 1569 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2053.04 ms [2022-03-29 15:01:05 main:581] : INFO : Epoch 1570 | loss: 0.0311798 | val_loss: 0.0311771 | Time: 1958.45 ms [2022-03-29 15:01:07 main:581] : INFO : Epoch 1571 | loss: 0.0311794 | val_loss: 0.0311771 | Time: 1972.98 ms [2022-03-29 15:01:08 main:581] : INFO : Epoch 1572 | loss: 0.0311797 | val_loss: 0.0311762 | Time: 1823.43 ms [2022-03-29 15:01:10 main:581] : INFO : Epoch 1573 | loss: 0.03118 | val_loss: 0.0311762 | Time: 1905.34 ms [2022-03-29 15:01:12 main:581] : INFO : Epoch 1574 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 1931.29 ms [2022-03-29 15:01:14 main:581] : INFO : Epoch 1575 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 1972.84 ms [2022-03-29 15:01:16 main:581] : INFO : Epoch 1576 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1965.41 ms [2022-03-29 15:01:18 main:581] : INFO : Epoch 1577 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 1826.72 ms [2022-03-29 15:01:20 main:581] : INFO : Epoch 1578 | loss: 0.0311813 | val_loss: 0.0311811 | Time: 1949.89 ms [2022-03-29 15:01:22 main:581] : INFO : Epoch 1579 | loss: 0.0311812 | val_loss: 0.0311789 | Time: 1964.64 ms [2022-03-29 15:01:24 main:581] : INFO : Epoch 1580 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 1876.3 ms [2022-03-29 15:01:26 main:581] : INFO : Epoch 1581 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1922.95 ms [2022-03-29 15:01:28 main:581] : INFO : Epoch 1582 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 1973.07 ms [2022-03-29 15:01:30 main:581] : INFO : Epoch 1583 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 1960.6 ms [2022-03-29 15:01:32 main:581] : INFO : Epoch 1584 | loss: 0.0311788 | val_loss: 0.031178 | Time: 2065.36 ms [2022-03-29 15:01:34 main:581] : INFO : Epoch 1585 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 2088.79 ms [2022-03-29 15:01:36 main:581] : INFO : Epoch 1586 | loss: 0.031181 | val_loss: 0.0311868 | Time: 1800.57 ms [2022-03-29 15:01:37 main:581] : INFO : Epoch 1587 | loss: 0.0311876 | val_loss: 0.0311835 | Time: 1899.32 ms [2022-03-29 15:01:39 main:581] : INFO : Epoch 1588 | loss: 0.0311824 | val_loss: 0.0311801 | Time: 1910.34 ms [2022-03-29 15:01:41 main:581] : INFO : Epoch 1589 | loss: 0.0311841 | val_loss: 0.0311831 | Time: 2021.03 ms [2022-03-29 15:01:43 main:581] : INFO : Epoch 1590 | loss: 0.0311821 | val_loss: 0.0311817 | Time: 2000.83 ms [2022-03-29 15:01:45 main:581] : INFO : Epoch 1591 | loss: 0.0311815 | val_loss: 0.0311822 | Time: 1983.15 ms [2022-03-29 15:01:47 main:581] : INFO : Epoch 1592 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 1754.49 ms [2022-03-29 15:01:49 main:581] : INFO : Epoch 1593 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 1645.01 ms [2022-03-29 15:01:51 main:581] : INFO : Epoch 1594 | loss: 0.03118 | val_loss: 0.0311798 | Time: 1989.94 ms [2022-03-29 15:01:53 main:581] : INFO : Epoch 1595 | loss: 0.03118 | val_loss: 0.0311783 | Time: 1891 ms [2022-03-29 15:01:55 main:581] : INFO : Epoch 1596 | loss: 0.031179 | val_loss: 0.0311783 | Time: 2077.75 ms [2022-03-29 15:01:57 main:581] : INFO : Epoch 1597 | loss: 0.031179 | val_loss: 0.0311794 | Time: 2028.64 ms [2022-03-29 15:01:59 main:581] : INFO : Epoch 1598 | loss: 0.031181 | val_loss: 0.0311792 | Time: 2064.08 ms [2022-03-29 15:02:01 main:581] : INFO : Epoch 1599 | loss: 0.0311812 | val_loss: 0.0311787 | Time: 1995.75 ms [2022-03-29 15:02:03 main:581] : INFO : Epoch 1600 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 1956.48 ms [2022-03-29 15:02:05 main:581] : INFO : Epoch 1601 | loss: 0.0311833 | val_loss: 0.0311804 | Time: 2017.46 ms [2022-03-29 15:02:07 main:581] : INFO : Epoch 1602 | loss: 0.0311807 | val_loss: 0.0311783 | Time: 1911.23 ms [2022-03-29 15:02:09 main:581] : INFO : Epoch 1603 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 2016.14 ms [2022-03-29 15:02:11 main:581] : INFO : Epoch 1604 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 2078.09 ms [2022-03-29 15:02:13 main:581] : INFO : Epoch 1605 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 2101.49 ms [2022-03-29 15:02:15 main:581] : INFO : Epoch 1606 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 1868.62 ms [2022-03-29 15:02:17 main:581] : INFO : Epoch 1607 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1982.58 ms [2022-03-29 15:02:19 main:581] : INFO : Epoch 1608 | loss: 0.0311786 | val_loss: 0.0311794 | Time: 1783.85 ms [2022-03-29 15:02:21 main:581] : INFO : Epoch 1609 | loss: 0.031179 | val_loss: 0.0311795 | Time: 1989.48 ms [2022-03-29 15:02:23 main:581] : INFO : Epoch 1610 | loss: 0.0311803 | val_loss: 0.031183 | Time: 2018.86 ms [2022-03-29 15:02:25 main:581] : INFO : Epoch 1611 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 2062.94 ms [2022-03-29 15:02:27 main:581] : INFO : Epoch 1612 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 2073.65 ms [2022-03-29 15:02:29 main:581] : INFO : Epoch 1613 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 2001.76 ms [2022-03-29 15:02:31 main:581] : INFO : Epoch 1614 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 2013.2 ms [2022-03-29 15:02:33 main:581] : INFO : Epoch 1615 | loss: 0.0311801 | val_loss: 0.031184 | Time: 2010.26 ms [2022-03-29 15:02:35 main:581] : INFO : Epoch 1616 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 1951.63 ms [2022-03-29 15:02:37 main:581] : INFO : Epoch 1617 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 1969.19 ms [2022-03-29 15:02:39 main:581] : INFO : Epoch 1618 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 2083.76 ms [2022-03-29 15:02:41 main:581] : INFO : Epoch 1619 | loss: 0.0311822 | val_loss: 0.0311835 | Time: 1880.79 ms [2022-03-29 15:02:42 main:581] : INFO : Epoch 1620 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1823.09 ms [2022-03-29 15:02:44 main:581] : INFO : Epoch 1621 | loss: 0.0311791 | val_loss: 0.0311786 | Time: 1978.38 ms [2022-03-29 15:02:46 main:581] : INFO : Epoch 1622 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 1555.31 ms [2022-03-29 15:02:48 main:581] : INFO : Epoch 1623 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 1829.53 ms [2022-03-29 15:02:50 main:581] : INFO : Epoch 1624 | loss: 0.0311783 | val_loss: 0.0311787 | Time: 2068.63 ms [2022-03-29 15:02:52 main:581] : INFO : Epoch 1625 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 2039.29 ms [2022-03-29 15:02:54 main:581] : INFO : Epoch 1626 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 2110.12 ms [2022-03-29 15:02:56 main:581] : INFO : Epoch 1627 | loss: 0.031183 | val_loss: 0.0311877 | Time: 1969.84 ms [2022-03-29 15:02:58 main:581] : INFO : Epoch 1628 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 1809.56 ms [2022-03-29 15:03:00 main:581] : INFO : Epoch 1629 | loss: 0.0311824 | val_loss: 0.031188 | Time: 1810.29 ms [2022-03-29 15:03:02 main:581] : INFO : Epoch 1630 | loss: 0.0311823 | val_loss: 0.0311808 | Time: 2023.85 ms [2022-03-29 15:03:04 main:581] : INFO : Epoch 1631 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1983.54 ms [2022-03-29 15:03:06 main:581] : INFO : Epoch 1632 | loss: 0.0311795 | val_loss: 0.0311786 | Time: 2019.7 ms [2022-03-29 15:03:08 main:581] : INFO : Epoch 1633 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 2079.66 ms [2022-03-29 15:03:10 main:581] : INFO : Epoch 1634 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 1801.48 ms [2022-03-29 15:03:11 main:581] : INFO : Epoch 1635 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 1665.57 ms [2022-03-29 15:03:13 main:581] : INFO : Epoch 1636 | loss: 0.031179 | val_loss: 0.0311876 | Time: 1648.78 ms [2022-03-29 15:03:15 main:581] : INFO : Epoch 1637 | loss: 0.0311824 | val_loss: 0.0311811 | Time: 1657.74 ms [2022-03-29 15:03:16 main:581] : INFO : Epoch 1638 | loss: 0.031179 | val_loss: 0.0311796 | Time: 1698.53 ms [2022-03-29 15:03:18 main:581] : INFO : Epoch 1639 | loss: 0.0311786 | val_loss: 0.031179 | Time: 1940.41 ms [2022-03-29 15:03:20 main:581] : INFO : Epoch 1640 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 2057.24 ms [2022-03-29 15:03:22 main:581] : INFO : Epoch 1641 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 1723.25 ms [2022-03-29 15:03:24 main:581] : INFO : Epoch 1642 | loss: 0.0311798 | val_loss: 0.0311795 | Time: 1611.92 ms [2022-03-29 15:03:25 main:581] : INFO : Epoch 1643 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 1478.69 ms [2022-03-29 15:03:27 main:581] : INFO : Epoch 1644 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 1796.96 ms [2022-03-29 15:03:29 main:581] : INFO : Epoch 1645 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1740.93 ms [2022-03-29 15:03:30 main:581] : INFO : Epoch 1646 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 1790.01 ms [2022-03-29 15:03:32 main:581] : INFO : Epoch 1647 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 1958.78 ms [2022-03-29 15:03:34 main:581] : INFO : Epoch 1648 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 1971.92 ms [2022-03-29 15:03:36 main:581] : INFO : Epoch 1649 | loss: 0.0311784 | val_loss: 0.031178 | Time: 1583.35 ms [2022-03-29 15:03:37 main:581] : INFO : Epoch 1650 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 1523.14 ms [2022-03-29 15:03:39 main:581] : INFO : Epoch 1651 | loss: 0.0311811 | val_loss: 0.0311822 | Time: 1892.74 ms [2022-03-29 15:03:41 main:581] : INFO : Epoch 1652 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 1961.22 ms [2022-03-29 15:03:43 main:581] : INFO : Epoch 1653 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 2034.87 ms [2022-03-29 15:03:45 main:581] : INFO : Epoch 1654 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 1878.97 ms [2022-03-29 15:03:47 main:581] : INFO : Epoch 1655 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 1932.85 ms [2022-03-29 15:03:49 main:581] : INFO : Epoch 1656 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 1961.64 ms [2022-03-29 15:03:51 main:581] : INFO : Epoch 1657 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 2104.92 ms [2022-03-29 15:03:53 main:581] : INFO : Epoch 1658 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 1883.41 ms [2022-03-29 15:03:55 main:581] : INFO : Epoch 1659 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 1758.17 ms [2022-03-29 15:03:57 main:581] : INFO : Epoch 1660 | loss: 0.031181 | val_loss: 0.0311784 | Time: 1843.24 ms [2022-03-29 15:03:59 main:581] : INFO : Epoch 1661 | loss: 0.0311824 | val_loss: 0.031181 | Time: 2045.42 ms [2022-03-29 15:04:01 main:581] : INFO : Epoch 1662 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 1965.23 ms [2022-03-29 15:04:03 main:581] : INFO : Epoch 1663 | loss: 0.0311795 | val_loss: 0.03118 | Time: 1907.69 ms [2022-03-29 15:04:04 main:581] : INFO : Epoch 1664 | loss: 0.03118 | val_loss: 0.0311794 | Time: 1667.96 ms [2022-03-29 15:04:06 main:581] : INFO : Epoch 1665 | loss: 0.03118 | val_loss: 0.0311797 | Time: 1628.8 ms [2022-03-29 15:04:08 main:581] : INFO : Epoch 1666 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 1819.81 ms [2022-03-29 15:04:10 main:581] : INFO : Epoch 1667 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 1830.49 ms [2022-03-29 15:04:11 main:581] : INFO : Epoch 1668 | loss: 0.0311796 | val_loss: 0.031179 | Time: 1913.6 ms [2022-03-29 15:04:13 main:581] : INFO : Epoch 1669 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1755.6 ms [2022-03-29 15:04:15 main:581] : INFO : Epoch 1670 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 1746.88 ms [2022-03-29 15:04:17 main:581] : INFO : Epoch 1671 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 1827.33 ms [2022-03-29 15:04:19 main:581] : INFO : Epoch 1672 | loss: 0.0311798 | val_loss: 0.0311771 | Time: 2072.9 ms [2022-03-29 15:04:21 main:581] : INFO : Epoch 1673 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 2025.45 ms [2022-03-29 15:04:23 main:581] : INFO : Epoch 1674 | loss: 0.031179 | val_loss: 0.0311786 | Time: 2015.76 ms [2022-03-29 15:04:25 main:581] : INFO : Epoch 1675 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 1838.74 ms [2022-03-29 15:04:27 main:581] : INFO : Epoch 1676 | loss: 0.0311787 | val_loss: 0.0311782 | Time: 1792.54 ms [2022-03-29 15:04:29 main:581] : INFO : Epoch 1677 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 2108.94 ms [2022-03-29 15:04:30 main:581] : INFO : Epoch 1678 | loss: 0.0311795 | val_loss: 0.0311777 | Time: 1623.86 ms [2022-03-29 15:04:32 main:581] : INFO : Epoch 1679 | loss: 0.0311786 | val_loss: 0.0311776 | Time: 1606.24 ms [2022-03-29 15:04:34 main:581] : INFO : Epoch 1680 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 1808.15 ms [2022-03-29 15:04:35 main:581] : INFO : Epoch 1681 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 1826.41 ms [2022-03-29 15:04:37 main:581] : INFO : Epoch 1682 | loss: 0.031181 | val_loss: 0.0311809 | Time: 1794.05 ms [2022-03-29 15:04:39 main:581] : INFO : Epoch 1683 | loss: 0.0311802 | val_loss: 0.03118 | Time: 1840.71 ms [2022-03-29 15:04:41 main:581] : INFO : Epoch 1684 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 1764.14 ms [2022-03-29 15:04:43 main:581] : INFO : Epoch 1685 | loss: 0.0311795 | val_loss: 0.031178 | Time: 1726.34 ms [2022-03-29 15:04:44 main:581] : INFO : Epoch 1686 | loss: 0.0311791 | val_loss: 0.03118 | Time: 1741.55 ms [2022-03-29 15:04:46 main:581] : INFO : Epoch 1687 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 1943.96 ms [2022-03-29 15:04:48 main:581] : INFO : Epoch 1688 | loss: 0.0311785 | val_loss: 0.031178 | Time: 1984.03 ms [2022-03-29 15:04:50 main:581] : INFO : Epoch 1689 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 1902.1 ms [2022-03-29 15:04:52 main:581] : INFO : Epoch 1690 | loss: 0.0311806 | val_loss: 0.0311803 | Time: 1930.9 ms [2022-03-29 15:04:54 main:581] : INFO : Epoch 1691 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 1867.43 ms [2022-03-29 15:04:56 main:581] : INFO : Epoch 1692 | loss: 0.0311785 | val_loss: 0.0311775 | Time: 1994.38 ms [2022-03-29 15:04:58 main:581] : INFO : Epoch 1693 | loss: 0.0311796 | val_loss: 0.0311802 | Time: 1990.98 ms [2022-03-29 15:05:00 main:581] : INFO : Epoch 1694 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 1834.36 ms [2022-03-29 15:05:02 main:581] : INFO : Epoch 1695 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 1943.93 ms [2022-03-29 15:05:04 main:581] : INFO : Epoch 1696 | loss: 0.0311847 | val_loss: 0.031189 | Time: 2016.97 ms [2022-03-29 15:05:06 main:581] : INFO : Epoch 1697 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 1972.45 ms [2022-03-29 15:05:08 main:581] : INFO : Epoch 1698 | loss: 0.0311797 | val_loss: 0.0311795 | Time: 1800.53 ms [2022-03-29 15:05:09 main:581] : INFO : Epoch 1699 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 1727.86 ms [2022-03-29 15:05:11 main:581] : INFO : Epoch 1700 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 1777.66 ms [2022-03-29 15:05:13 main:581] : INFO : Epoch 1701 | loss: 0.0311782 | val_loss: 0.0311776 | Time: 1958.37 ms [2022-03-29 15:05:15 main:581] : INFO : Epoch 1702 | loss: 0.031178 | val_loss: 0.0311784 | Time: 2055.76 ms [2022-03-29 15:05:17 main:581] : INFO : Epoch 1703 | loss: 0.0311789 | val_loss: 0.0311777 | Time: 1821.01 ms [2022-03-29 15:05:19 main:581] : INFO : Epoch 1704 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 1752.74 ms [2022-03-29 15:05:21 main:581] : INFO : Epoch 1705 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 1871.79 ms [2022-03-29 15:05:22 main:581] : INFO : Epoch 1706 | loss: 0.0311787 | val_loss: 0.031179 | Time: 1900.7 ms [2022-03-29 15:05:24 main:581] : INFO : Epoch 1707 | loss: 0.031178 | val_loss: 0.0311778 | Time: 2017.28 ms [2022-03-29 15:05:26 main:581] : INFO : Epoch 1708 | loss: 0.0311785 | val_loss: 0.0311772 | Time: 2058.71 ms [2022-03-29 15:05:28 main:581] : INFO : Epoch 1709 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 1856.74 ms [2022-03-29 15:05:30 main:581] : INFO : Epoch 1710 | loss: 0.0311808 | val_loss: 0.0311784 | Time: 1881.69 ms [2022-03-29 15:05:32 main:581] : INFO : Epoch 1711 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1892.11 ms [2022-03-29 15:05:34 main:581] : INFO : Epoch 1712 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 1807.49 ms [2022-03-29 15:05:36 main:581] : INFO : Epoch 1713 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 1724.77 ms [2022-03-29 15:05:37 main:581] : INFO : Epoch 1714 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 1827.32 ms [2022-03-29 15:05:39 main:581] : INFO : Epoch 1715 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 1741.84 ms [2022-03-29 15:05:41 main:581] : INFO : Epoch 1716 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 2029.74 ms [2022-03-29 15:05:43 main:581] : INFO : Epoch 1717 | loss: 0.0311795 | val_loss: 0.031178 | Time: 2007.06 ms [2022-03-29 15:05:45 main:581] : INFO : Epoch 1718 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 2113.17 ms [2022-03-29 15:05:47 main:581] : INFO : Epoch 1719 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 1563.57 ms [2022-03-29 15:05:48 main:581] : INFO : Epoch 1720 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 1488.62 ms [2022-03-29 15:05:50 main:581] : INFO : Epoch 1721 | loss: 0.0311803 | val_loss: 0.0311784 | Time: 1657.28 ms [2022-03-29 15:05:52 main:581] : INFO : Epoch 1722 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 2010.52 ms [2022-03-29 15:05:54 main:581] : INFO : Epoch 1723 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 2022.65 ms [2022-03-29 15:05:56 main:581] : INFO : Epoch 1724 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 2045.19 ms [2022-03-29 15:05:58 main:581] : INFO : Epoch 1725 | loss: 0.0311812 | val_loss: 0.0311791 | Time: 2059.84 ms [2022-03-29 15:06:00 main:581] : INFO : Epoch 1726 | loss: 0.031178 | val_loss: 0.0311784 | Time: 1529.51 ms [2022-03-29 15:06:01 main:581] : INFO : Epoch 1727 | loss: 0.0311802 | val_loss: 0.0311926 | Time: 1550.67 ms [2022-03-29 15:06:03 main:581] : INFO : Epoch 1728 | loss: 0.0311828 | val_loss: 0.0311776 | Time: 1579.51 ms [2022-03-29 15:06:05 main:581] : INFO : Epoch 1729 | loss: 0.0311787 | val_loss: 0.0311772 | Time: 1736.17 ms [2022-03-29 15:06:06 main:581] : INFO : Epoch 1730 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1735.34 ms [2022-03-29 15:06:08 main:581] : INFO : Epoch 1731 | loss: 0.0311793 | val_loss: 0.0311834 | Time: 1911.07 ms [2022-03-29 15:06:10 main:581] : INFO : Epoch 1732 | loss: 0.0311792 | val_loss: 0.0311777 | Time: 2097.92 ms [2022-03-29 15:06:12 main:581] : INFO : Epoch 1733 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 1762.1 ms [2022-03-29 15:06:14 main:581] : INFO : Epoch 1734 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1856.5 ms [2022-03-29 15:06:16 main:581] : INFO : Epoch 1735 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 1879.7 ms [2022-03-29 15:06:18 main:581] : INFO : Epoch 1736 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 1930.11 ms [2022-03-29 15:06:20 main:581] : INFO : Epoch 1737 | loss: 0.0311886 | val_loss: 0.031183 | Time: 1938.72 ms [2022-03-29 15:06:22 main:581] : INFO : Epoch 1738 | loss: 0.0311836 | val_loss: 0.0311806 | Time: 1807.08 ms [2022-03-29 15:06:23 main:581] : INFO : Epoch 1739 | loss: 0.031183 | val_loss: 0.0311856 | Time: 1680.95 ms [2022-03-29 15:06:25 main:581] : INFO : Epoch 1740 | loss: 0.0311842 | val_loss: 0.0311799 | Time: 1834.45 ms [2022-03-29 15:06:27 main:581] : INFO : Epoch 1741 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 1877.96 ms [2022-03-29 15:06:29 main:581] : INFO : Epoch 1742 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 1810.91 ms [2022-03-29 15:06:31 main:581] : INFO : Epoch 1743 | loss: 0.03118 | val_loss: 0.0311784 | Time: 1787.01 ms [2022-03-29 15:06:32 main:581] : INFO : Epoch 1744 | loss: 0.0311792 | val_loss: 0.031178 | Time: 1887.19 ms [2022-03-29 15:06:34 main:581] : INFO : Epoch 1745 | loss: 0.0311789 | val_loss: 0.0311786 | Time: 1759.15 ms [2022-03-29 15:06:36 main:581] : INFO : Epoch 1746 | loss: 0.0311797 | val_loss: 0.031178 | Time: 1899.22 ms [2022-03-29 15:06:38 main:581] : INFO : Epoch 1747 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 2014.7 ms [2022-03-29 15:06:40 main:581] : INFO : Epoch 1748 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1971.04 ms [2022-03-29 15:06:42 main:581] : INFO : Epoch 1749 | loss: 0.0311802 | val_loss: 0.031178 | Time: 1941.8 ms [2022-03-29 15:06:44 main:581] : INFO : Epoch 1750 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 1909.8 ms [2022-03-29 15:06:46 main:581] : INFO : Epoch 1751 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 1954.11 ms [2022-03-29 15:06:48 main:581] : INFO : Epoch 1752 | loss: 0.0311816 | val_loss: 0.0311883 | Time: 2109.44 ms [2022-03-29 15:06:50 main:581] : INFO : Epoch 1753 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 2050.27 ms [2022-03-29 15:06:52 main:581] : INFO : Epoch 1754 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1897.96 ms [2022-03-29 15:06:54 main:581] : INFO : Epoch 1755 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 2080.53 ms [2022-03-29 15:06:56 main:581] : INFO : Epoch 1756 | loss: 0.0311783 | val_loss: 0.0311786 | Time: 1742.68 ms [2022-03-29 15:06:57 main:581] : INFO : Epoch 1757 | loss: 0.031179 | val_loss: 0.0311816 | Time: 1736.93 ms [2022-03-29 15:06:59 main:581] : INFO : Epoch 1758 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 1778.6 ms [2022-03-29 15:07:01 main:581] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 1892.67 ms [2022-03-29 15:07:03 main:581] : INFO : Epoch 1760 | loss: 0.0311814 | val_loss: 0.031187 | Time: 1943.92 ms [2022-03-29 15:07:05 main:581] : INFO : Epoch 1761 | loss: 0.0311847 | val_loss: 0.0311769 | Time: 1904.26 ms [2022-03-29 15:07:07 main:581] : INFO : Epoch 1762 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 1959.87 ms [2022-03-29 15:07:09 main:581] : INFO : Epoch 1763 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 1799.41 ms [2022-03-29 15:07:10 main:581] : INFO : Epoch 1764 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1550.88 ms [2022-03-29 15:07:12 main:581] : INFO : Epoch 1765 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 1708.14 ms [2022-03-29 15:07:14 main:581] : INFO : Epoch 1766 | loss: 0.0311821 | val_loss: 0.0311794 | Time: 2041.43 ms [2022-03-29 15:07:16 main:581] : INFO : Epoch 1767 | loss: 0.0311823 | val_loss: 0.0311803 | Time: 2032.07 ms [2022-03-29 15:07:18 main:581] : INFO : Epoch 1768 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 1850.05 ms [2022-03-29 15:07:20 main:581] : INFO : Epoch 1769 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 1848.83 ms [2022-03-29 15:07:22 main:581] : INFO : Epoch 1770 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 1775.31 ms [2022-03-29 15:07:23 main:581] : INFO : Epoch 1771 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 1734.97 ms [2022-03-29 15:07:25 main:581] : INFO : Epoch 1772 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 1696.34 ms [2022-03-29 15:07:27 main:581] : INFO : Epoch 1773 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 1804.8 ms [2022-03-29 15:07:29 main:581] : INFO : Epoch 1774 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 1872.97 ms [2022-03-29 15:07:31 main:581] : INFO : Epoch 1775 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 1940.21 ms [2022-03-29 15:07:33 main:581] : INFO : Epoch 1776 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 1879.06 ms [2022-03-29 15:07:34 main:581] : INFO : Epoch 1777 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 1921.14 ms [2022-03-29 15:07:36 main:581] : INFO : Epoch 1778 | loss: 0.0311785 | val_loss: 0.0311784 | Time: 2038.95 ms [2022-03-29 15:07:38 main:581] : INFO : Epoch 1779 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 1940.85 ms [2022-03-29 15:07:41 main:581] : INFO : Epoch 1780 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 2089.51 ms [2022-03-29 15:07:43 main:581] : INFO : Epoch 1781 | loss: 0.0311794 | val_loss: 0.0311851 | Time: 2025.89 ms [2022-03-29 15:07:45 main:581] : INFO : Epoch 1782 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 2051.41 ms [2022-03-29 15:07:47 main:581] : INFO : Epoch 1783 | loss: 0.0311837 | val_loss: 0.0311828 | Time: 2068.3 ms [2022-03-29 15:07:48 main:581] : INFO : Epoch 1784 | loss: 0.031181 | val_loss: 0.0311798 | Time: 1538.19 ms [2022-03-29 15:07:50 main:581] : INFO : Epoch 1785 | loss: 0.0311802 | val_loss: 0.031179 | Time: 1537.97 ms [2022-03-29 15:07:51 main:581] : INFO : Epoch 1786 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 1621.75 ms [2022-03-29 15:07:53 main:581] : INFO : Epoch 1787 | loss: 0.0311783 | val_loss: 0.031182 | Time: 1710.35 ms [2022-03-29 15:07:55 main:581] : INFO : Epoch 1788 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 1867.48 ms [2022-03-29 15:07:57 main:581] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311786 | Time: 1911.68 ms [2022-03-29 15:07:59 main:581] : INFO : Epoch 1790 | loss: 0.0311796 | val_loss: 0.0311785 | Time: 1951.11 ms [2022-03-29 15:08:01 main:581] : INFO : Epoch 1791 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 1788.61 ms [2022-03-29 15:08:02 main:581] : INFO : Epoch 1792 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 1909.64 ms [2022-03-29 15:08:04 main:581] : INFO : Epoch 1793 | loss: 0.0311812 | val_loss: 0.031182 | Time: 1869.34 ms [2022-03-29 15:08:06 main:581] : INFO : Epoch 1794 | loss: 0.031181 | val_loss: 0.0311796 | Time: 2056.91 ms [2022-03-29 15:08:09 main:581] : INFO : Epoch 1795 | loss: 0.03118 | val_loss: 0.0311788 | Time: 2104.97 ms [2022-03-29 15:08:11 main:581] : INFO : Epoch 1796 | loss: 0.031179 | val_loss: 0.0311807 | Time: 2024.82 ms [2022-03-29 15:08:13 main:581] : INFO : Epoch 1797 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2011.65 ms [2022-03-29 15:08:14 main:581] : INFO : Epoch 1798 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 1786.81 ms [2022-03-29 15:08:16 main:581] : INFO : Epoch 1799 | loss: 0.0311814 | val_loss: 0.031182 | Time: 1819.5 ms [2022-03-29 15:08:18 main:581] : INFO : Epoch 1800 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 1663.05 ms [2022-03-29 15:08:20 main:581] : INFO : Epoch 1801 | loss: 0.0311779 | val_loss: 0.0311798 | Time: 1885.94 ms [2022-03-29 15:08:22 main:581] : INFO : Epoch 1802 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 1951.8 ms [2022-03-29 15:08:24 main:581] : INFO : Epoch 1803 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 2085.23 ms [2022-03-29 15:08:26 main:581] : INFO : Epoch 1804 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1855.33 ms [2022-03-29 15:08:27 main:581] : INFO : Epoch 1805 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 1771.78 ms [2022-03-29 15:08:29 main:581] : INFO : Epoch 1806 | loss: 0.0311819 | val_loss: 0.03118 | Time: 1731.49 ms [2022-03-29 15:08:31 main:581] : INFO : Epoch 1807 | loss: 0.031179 | val_loss: 0.0311827 | Time: 1917.47 ms [2022-03-29 15:08:33 main:581] : INFO : Epoch 1808 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1807.05 ms [2022-03-29 15:08:35 main:581] : INFO : Epoch 1809 | loss: 0.0311808 | val_loss: 0.03118 | Time: 1808.52 ms [2022-03-29 15:08:37 main:581] : INFO : Epoch 1810 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 1852.47 ms [2022-03-29 15:08:38 main:581] : INFO : Epoch 1811 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1977.38 ms [2022-03-29 15:08:40 main:581] : INFO : Epoch 1812 | loss: 0.0311788 | val_loss: 0.0311778 | Time: 1911.93 ms [2022-03-29 15:08:42 main:581] : INFO : Epoch 1813 | loss: 0.0311784 | val_loss: 0.0311822 | Time: 1764.9 ms [2022-03-29 15:08:44 main:581] : INFO : Epoch 1814 | loss: 0.0311822 | val_loss: 0.0311845 | Time: 1865.37 ms [2022-03-29 15:08:46 main:581] : INFO : Epoch 1815 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 1845.46 ms [2022-03-29 15:08:48 main:581] : INFO : Epoch 1816 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1996.43 ms [2022-03-29 15:08:50 main:581] : INFO : Epoch 1817 | loss: 0.03118 | val_loss: 0.0311809 | Time: 2003.19 ms [2022-03-29 15:08:52 main:581] : INFO : Epoch 1818 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 1969.79 ms [2022-03-29 15:08:54 main:581] : INFO : Epoch 1819 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 1799.06 ms [2022-03-29 15:08:55 main:581] : INFO : Epoch 1820 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1694.23 ms [2022-03-29 15:08:57 main:581] : INFO : Epoch 1821 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 1684.03 ms [2022-03-29 15:08:59 main:581] : INFO : Epoch 1822 | loss: 0.0311792 | val_loss: 0.031178 | Time: 1862.94 ms [2022-03-29 15:09:01 main:581] : INFO : Epoch 1823 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 1653.26 ms [2022-03-29 15:09:02 main:581] : INFO : Epoch 1824 | loss: 0.031178 | val_loss: 0.0311772 | Time: 1879.11 ms [2022-03-29 15:09:04 main:581] : INFO : Epoch 1825 | loss: 0.031177 | val_loss: 0.0311782 | Time: 2060.9 ms [2022-03-29 15:09:06 main:581] : INFO : Epoch 1826 | loss: 0.0311785 | val_loss: 0.0311777 | Time: 1881.69 ms [2022-03-29 15:09:08 main:581] : INFO : Epoch 1827 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 1747.97 ms [2022-03-29 15:09:10 main:581] : INFO : Epoch 1828 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1813.47 ms [2022-03-29 15:09:12 main:581] : INFO : Epoch 1829 | loss: 0.0311782 | val_loss: 0.0311865 | Time: 1828.61 ms [2022-03-29 15:09:14 main:581] : INFO : Epoch 1830 | loss: 0.0311793 | val_loss: 0.031179 | Time: 1872.49 ms [2022-03-29 15:09:16 main:581] : INFO : Epoch 1831 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 1999.84 ms [2022-03-29 15:09:18 main:581] : INFO : Epoch 1832 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 2023.69 ms [2022-03-29 15:09:20 main:581] : INFO : Epoch 1833 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 1993.33 ms [2022-03-29 15:09:21 main:581] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311777 | Time: 1845.91 ms [2022-03-29 15:09:23 main:581] : INFO : Epoch 1835 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 1700.38 ms [2022-03-29 15:09:25 main:581] : INFO : Epoch 1836 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 1715.15 ms [2022-03-29 15:09:27 main:581] : INFO : Epoch 1837 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 1952.85 ms [2022-03-29 15:09:29 main:581] : INFO : Epoch 1838 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 2110.38 ms [2022-03-29 15:09:31 main:581] : INFO : Epoch 1839 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 2075.19 ms [2022-03-29 15:09:33 main:581] : INFO : Epoch 1840 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 1957.75 ms [2022-03-29 15:09:35 main:581] : INFO : Epoch 1841 | loss: 0.0311825 | val_loss: 0.0311809 | Time: 2132.56 ms [2022-03-29 15:09:37 main:581] : INFO : Epoch 1842 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 2010.16 ms [2022-03-29 15:09:39 main:581] : INFO : Epoch 1843 | loss: 0.0311836 | val_loss: 0.0311794 | Time: 1914.1 ms [2022-03-29 15:09:41 main:581] : INFO : Epoch 1844 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 1861.73 ms [2022-03-29 15:09:43 main:581] : INFO : Epoch 1845 | loss: 0.0311801 | val_loss: 0.0311788 | Time: 1995.2 ms [2022-03-29 15:09:45 main:581] : INFO : Epoch 1846 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 1890.32 ms [2022-03-29 15:09:47 main:581] : INFO : Epoch 1847 | loss: 0.0311829 | val_loss: 0.0311805 | Time: 1937.44 ms [2022-03-29 15:09:49 main:581] : INFO : Epoch 1848 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 1762.68 ms [2022-03-29 15:09:50 main:581] : INFO : Epoch 1849 | loss: 0.031179 | val_loss: 0.031178 | Time: 1803.2 ms [2022-03-29 15:09:52 main:581] : INFO : Epoch 1850 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1775.64 ms [2022-03-29 15:09:54 main:581] : INFO : Epoch 1851 | loss: 0.031179 | val_loss: 0.0311785 | Time: 1879.92 ms [2022-03-29 15:09:56 main:581] : INFO : Epoch 1852 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 1947.22 ms [2022-03-29 15:09:58 main:581] : INFO : Epoch 1853 | loss: 0.03118 | val_loss: 0.0311793 | Time: 2003.56 ms [2022-03-29 15:10:00 main:581] : INFO : Epoch 1854 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 2034.77 ms [2022-03-29 15:10:02 main:581] : INFO : Epoch 1855 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 1986 ms [2022-03-29 15:10:04 main:581] : INFO : Epoch 1856 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 1919.6 ms [2022-03-29 15:10:06 main:581] : INFO : Epoch 1857 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 2030.47 ms [2022-03-29 15:10:08 main:581] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 1826.85 ms [2022-03-29 15:10:10 main:581] : INFO : Epoch 1859 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 2036.58 ms [2022-03-29 15:10:12 main:581] : INFO : Epoch 1860 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 1847.42 ms [2022-03-29 15:10:14 main:581] : INFO : Epoch 1861 | loss: 0.0311786 | val_loss: 0.0311794 | Time: 1902 ms [2022-03-29 15:10:15 main:581] : INFO : Epoch 1862 | loss: 0.0311824 | val_loss: 0.0311926 | Time: 1776.2 ms [2022-03-29 15:10:17 main:581] : INFO : Epoch 1863 | loss: 0.0311835 | val_loss: 0.0311781 | Time: 1835.52 ms [2022-03-29 15:10:19 main:581] : INFO : Epoch 1864 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 1888.06 ms [2022-03-29 15:10:21 main:581] : INFO : Epoch 1865 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 1788.6 ms [2022-03-29 15:10:23 main:581] : INFO : Epoch 1866 | loss: 0.031181 | val_loss: 0.0311798 | Time: 1978.05 ms [2022-03-29 15:10:25 main:581] : INFO : Epoch 1867 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 1929.58 ms [2022-03-29 15:10:27 main:581] : INFO : Epoch 1868 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 1908.93 ms [2022-03-29 15:10:29 main:581] : INFO : Epoch 1869 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1908.7 ms [2022-03-29 15:10:30 main:581] : INFO : Epoch 1870 | loss: 0.031181 | val_loss: 0.0311791 | Time: 1960.04 ms [2022-03-29 15:10:32 main:581] : INFO : Epoch 1871 | loss: 0.0311825 | val_loss: 0.031182 | Time: 1953.93 ms [2022-03-29 15:10:34 main:581] : INFO : Epoch 1872 | loss: 0.0311823 | val_loss: 0.0311786 | Time: 1965.57 ms [2022-03-29 15:10:36 main:581] : INFO : Epoch 1873 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 2084.81 ms [2022-03-29 15:10:38 main:581] : INFO : Epoch 1874 | loss: 0.0311817 | val_loss: 0.0311786 | Time: 1857.88 ms [2022-03-29 15:10:40 main:581] : INFO : Epoch 1875 | loss: 0.0311818 | val_loss: 0.031178 | Time: 1709.73 ms [2022-03-29 15:10:42 main:581] : INFO : Epoch 1876 | loss: 0.0311805 | val_loss: 0.0311788 | Time: 1660.63 ms [2022-03-29 15:10:43 main:581] : INFO : Epoch 1877 | loss: 0.0311795 | val_loss: 0.0311784 | Time: 1708.58 ms [2022-03-29 15:10:45 main:581] : INFO : Epoch 1878 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 1745.21 ms [2022-03-29 15:10:47 main:581] : INFO : Epoch 1879 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 1885.31 ms [2022-03-29 15:10:49 main:581] : INFO : Epoch 1880 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 1906.16 ms [2022-03-29 15:10:51 main:581] : INFO : Epoch 1881 | loss: 0.0311794 | val_loss: 0.031178 | Time: 1655.24 ms [2022-03-29 15:10:52 main:581] : INFO : Epoch 1882 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 1842.24 ms [2022-03-29 15:10:54 main:581] : INFO : Epoch 1883 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 1903.79 ms [2022-03-29 15:10:56 main:581] : INFO : Epoch 1884 | loss: 0.0311797 | val_loss: 0.031178 | Time: 1755.03 ms [2022-03-29 15:10:58 main:581] : INFO : Epoch 1885 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 1793.61 ms [2022-03-29 15:11:00 main:581] : INFO : Epoch 1886 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 2059.25 ms [2022-03-29 15:11:02 main:581] : INFO : Epoch 1887 | loss: 0.0311792 | val_loss: 0.031178 | Time: 2026.72 ms [2022-03-29 15:11:04 main:581] : INFO : Epoch 1888 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 2000.53 ms [2022-03-29 15:11:06 main:581] : INFO : Epoch 1889 | loss: 0.0311798 | val_loss: 0.0311789 | Time: 1764.96 ms [2022-03-29 15:11:08 main:581] : INFO : Epoch 1890 | loss: 0.0311792 | val_loss: 0.031179 | Time: 1861.38 ms [2022-03-29 15:11:09 main:581] : INFO : Epoch 1891 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 1768.62 ms [2022-03-29 15:11:11 main:581] : INFO : Epoch 1892 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 1920.1 ms [2022-03-29 15:11:13 main:581] : INFO : Epoch 1893 | loss: 0.0311791 | val_loss: 0.0311777 | Time: 1905.95 ms [2022-03-29 15:11:15 main:581] : INFO : Epoch 1894 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 1965.25 ms [2022-03-29 15:11:17 main:581] : INFO : Epoch 1895 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 1591.39 ms [2022-03-29 15:11:18 main:581] : INFO : Epoch 1896 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 1565.71 ms [2022-03-29 15:11:20 main:581] : INFO : Epoch 1897 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 1611.41 ms [2022-03-29 15:11:22 main:581] : INFO : Epoch 1898 | loss: 0.0311791 | val_loss: 0.0311776 | Time: 1940.23 ms [2022-03-29 15:11:24 main:581] : INFO : Epoch 1899 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1861.23 ms [2022-03-29 15:11:26 main:581] : INFO : Epoch 1900 | loss: 0.0311804 | val_loss: 0.0311779 | Time: 2061.58 ms [2022-03-29 15:11:28 main:581] : INFO : Epoch 1901 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2084.96 ms [2022-03-29 15:11:30 main:581] : INFO : Epoch 1902 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 1730.38 ms [2022-03-29 15:11:31 main:581] : INFO : Epoch 1903 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1492.79 ms [2022-03-29 15:11:33 main:581] : INFO : Epoch 1904 | loss: 0.031179 | val_loss: 0.0311828 | Time: 1627.69 ms [2022-03-29 15:11:35 main:581] : INFO : Epoch 1905 | loss: 0.0311815 | val_loss: 0.0311809 | Time: 1894.45 ms [2022-03-29 15:11:37 main:581] : INFO : Epoch 1906 | loss: 0.031181 | val_loss: 0.0311804 | Time: 2065.85 ms [2022-03-29 15:11:39 main:581] : INFO : Epoch 1907 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 1933.66 ms [2022-03-29 15:11:41 main:581] : INFO : Epoch 1908 | loss: 0.0311944 | val_loss: 0.0311903 | Time: 1995.08 ms [2022-03-29 15:11:43 main:581] : INFO : Epoch 1909 | loss: 0.0518376 | val_loss: 0.0440149 | Time: 2054.73 ms [2022-03-29 15:11:45 main:581] : INFO : Epoch 1910 | loss: 0.0555652 | val_loss: 0.0338033 | Time: 1961.17 ms [2022-03-29 15:11:46 main:581] : INFO : Epoch 1911 | loss: 0.0332808 | val_loss: 0.0315577 | Time: 1800.06 ms [2022-03-29 15:11:48 main:581] : INFO : Epoch 1912 | loss: 0.0315557 | val_loss: 0.0313983 | Time: 1880.81 ms [2022-03-29 15:11:50 main:581] : INFO : Epoch 1913 | loss: 0.031326 | val_loss: 0.0312778 | Time: 1889.09 ms [2022-03-29 15:11:52 main:581] : INFO : Epoch 1914 | loss: 0.0312744 | val_loss: 0.031268 | Time: 1984.69 ms [2022-03-29 15:11:54 main:581] : INFO : Epoch 1915 | loss: 0.0312637 | val_loss: 0.0312603 | Time: 2064.43 ms [2022-03-29 15:11:56 main:581] : INFO : Epoch 1916 | loss: 0.0312584 | val_loss: 0.0312564 | Time: 2014.2 ms [2022-03-29 15:11:58 main:581] : INFO : Epoch 1917 | loss: 0.0312548 | val_loss: 0.0312529 | Time: 1803.08 ms [2022-03-29 15:12:00 main:581] : INFO : Epoch 1918 | loss: 0.0312517 | val_loss: 0.0312498 | Time: 1790.29 ms [2022-03-29 15:12:02 main:581] : INFO : Epoch 1919 | loss: 0.0312493 | val_loss: 0.0312467 | Time: 1719.11 ms [2022-03-29 15:12:04 main:581] : INFO : Epoch 1920 | loss: 0.0312465 | val_loss: 0.0312438 | Time: 1913.08 ms [2022-03-29 15:12:06 main:581] : INFO : Epoch 1921 | loss: 0.0312433 | val_loss: 0.0312407 | Time: 1981.1 ms [2022-03-29 15:12:07 main:581] : INFO : Epoch 1922 | loss: 0.0312405 | val_loss: 0.0312381 | Time: 1963.34 ms [2022-03-29 15:12:09 main:581] : INFO : Epoch 1923 | loss: 0.0312378 | val_loss: 0.0312358 | Time: 1999.38 ms [2022-03-29 15:12:11 main:581] : INFO : Epoch 1924 | loss: 0.0312356 | val_loss: 0.0312333 | Time: 1940.72 ms [2022-03-29 15:12:13 main:581] : INFO : Epoch 1925 | loss: 0.0312333 | val_loss: 0.031231 | Time: 1636.43 ms [2022-03-29 15:12:15 main:581] : INFO : Epoch 1926 | loss: 0.0312308 | val_loss: 0.0312284 | Time: 1551.45 ms [2022-03-29 15:12:16 main:581] : INFO : Epoch 1927 | loss: 0.0312289 | val_loss: 0.0312261 | Time: 1686.08 ms [2022-03-29 15:12:18 main:581] : INFO : Epoch 1928 | loss: 0.031226 | val_loss: 0.0312227 | Time: 1954.97 ms [2022-03-29 15:12:20 main:581] : INFO : Epoch 1929 | loss: 0.0312224 | val_loss: 0.0312188 | Time: 2002.38 ms [2022-03-29 15:12:22 main:581] : INFO : Epoch 1930 | loss: 0.0312181 | val_loss: 0.0312134 | Time: 2022.42 ms [2022-03-29 15:12:24 main:581] : INFO : Epoch 1931 | loss: 0.0312113 | val_loss: 0.0312064 | Time: 1984.08 ms [2022-03-29 15:12:26 main:581] : INFO : Epoch 1932 | loss: 0.0312061 | val_loss: 0.0312031 | Time: 1946.87 ms [2022-03-29 15:12:28 main:581] : INFO : Epoch 1933 | loss: 0.0312035 | val_loss: 0.0311997 | Time: 1731.48 ms [2022-03-29 15:12:30 main:581] : INFO : Epoch 1934 | loss: 0.0312013 | val_loss: 0.0311973 | Time: 1655.31 ms [2022-03-29 15:12:31 main:581] : INFO : Epoch 1935 | loss: 0.0311995 | val_loss: 0.0311959 | Time: 1787.01 ms [2022-03-29 15:12:33 main:581] : INFO : Epoch 1936 | loss: 0.0311982 | val_loss: 0.0311932 | Time: 1779.13 ms [2022-03-29 15:12:35 main:581] : INFO : Epoch 1937 | loss: 0.0311961 | val_loss: 0.0311917 | Time: 2026.57 ms [2022-03-29 15:12:37 main:581] : INFO : Epoch 1938 | loss: 0.031194 | val_loss: 0.0311897 | Time: 1837.1 ms [2022-03-29 15:12:39 main:581] : INFO : Epoch 1939 | loss: 0.0311927 | val_loss: 0.0311878 | Time: 1979.75 ms [2022-03-29 15:12:41 main:581] : INFO : Epoch 1940 | loss: 0.0311916 | val_loss: 0.0311872 | Time: 1775.36 ms [2022-03-29 15:12:43 main:581] : INFO : Epoch 1941 | loss: 0.0311906 | val_loss: 0.0311858 | Time: 1861.13 ms [2022-03-29 15:12:44 main:581] : INFO : Epoch 1942 | loss: 0.0311899 | val_loss: 0.031185 | Time: 1723.49 ms [2022-03-29 15:12:46 main:581] : INFO : Epoch 1943 | loss: 0.0311904 | val_loss: 0.0311862 | Time: 1883.53 ms [2022-03-29 15:12:48 main:581] : INFO : Epoch 1944 | loss: 0.031189 | val_loss: 0.0311848 | Time: 1949.54 ms [2022-03-29 15:12:50 main:581] : INFO : Epoch 1945 | loss: 0.0311888 | val_loss: 0.0311834 | Time: 1840.15 ms [2022-03-29 15:12:52 main:581] : INFO : Epoch 1946 | loss: 0.031188 | val_loss: 0.0311834 | Time: 2013.44 ms [2022-03-29 15:12:54 main:581] : INFO : Epoch 1947 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 1587.62 ms [2022-03-29 15:12:55 main:581] : INFO : Epoch 1948 | loss: 0.0311868 | val_loss: 0.0311834 | Time: 1592.75 ms [2022-03-29 15:12:57 main:581] : INFO : Epoch 1949 | loss: 0.031186 | val_loss: 0.0311839 | Time: 1694.76 ms [2022-03-29 15:12:59 main:581] : INFO : Epoch 1950 | loss: 0.0311854 | val_loss: 0.031183 | Time: 1821.56 ms [2022-03-29 15:13:01 main:581] : INFO : Epoch 1951 | loss: 0.0311858 | val_loss: 0.0311815 | Time: 2005.52 ms [2022-03-29 15:13:03 main:581] : INFO : Epoch 1952 | loss: 0.031186 | val_loss: 0.0311845 | Time: 1891.26 ms [2022-03-29 15:13:05 main:581] : INFO : Epoch 1953 | loss: 0.0311859 | val_loss: 0.0311819 | Time: 1974.1 ms [2022-03-29 15:13:06 main:581] : INFO : Epoch 1954 | loss: 0.0311846 | val_loss: 0.0311816 | Time: 1507.89 ms [2022-03-29 15:13:08 main:581] : INFO : Epoch 1955 | loss: 0.0311848 | val_loss: 0.0311826 | Time: 1557.15 ms [2022-03-29 15:13:09 main:581] : INFO : Epoch 1956 | loss: 0.0311842 | val_loss: 0.0311822 | Time: 1660.88 ms [2022-03-29 15:13:11 main:581] : INFO : Epoch 1957 | loss: 0.0311841 | val_loss: 0.0311822 | Time: 1801.51 ms [2022-03-29 15:13:13 main:581] : INFO : Epoch 1958 | loss: 0.0311838 | val_loss: 0.0311812 | Time: 1737.63 ms [2022-03-29 15:13:15 main:581] : INFO : Epoch 1959 | loss: 0.0311836 | val_loss: 0.0311789 | Time: 1782.86 ms [2022-03-29 15:13:17 main:581] : INFO : Epoch 1960 | loss: 0.031183 | val_loss: 0.031181 | Time: 1968.94 ms [2022-03-29 15:13:18 main:581] : INFO : Epoch 1961 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 1584.78 ms [2022-03-29 15:13:20 main:581] : INFO : Epoch 1962 | loss: 0.0311826 | val_loss: 0.0311793 | Time: 1913.63 ms [2022-03-29 15:13:22 main:581] : INFO : Epoch 1963 | loss: 0.0311825 | val_loss: 0.031179 | Time: 1864.21 ms [2022-03-29 15:13:24 main:581] : INFO : Epoch 1964 | loss: 0.0311826 | val_loss: 0.0311804 | Time: 1963.98 ms [2022-03-29 15:13:26 main:581] : INFO : Epoch 1965 | loss: 0.0311822 | val_loss: 0.0311798 | Time: 1767.85 ms [2022-03-29 15:13:27 main:581] : INFO : Epoch 1966 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 1703.59 ms [2022-03-29 15:13:29 main:581] : INFO : Epoch 1967 | loss: 0.0311826 | val_loss: 0.0311798 | Time: 1931.84 ms [2022-03-29 15:13:31 main:581] : INFO : Epoch 1968 | loss: 0.0311821 | val_loss: 0.0311789 | Time: 1834.39 ms [2022-03-29 15:13:33 main:581] : INFO : Epoch 1969 | loss: 0.0311817 | val_loss: 0.0311794 | Time: 1975.16 ms [2022-03-29 15:13:35 main:581] : INFO : Epoch 1970 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 1602.87 ms [2022-03-29 15:13:36 main:581] : INFO : Epoch 1971 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 1522.63 ms [2022-03-29 15:13:38 main:581] : INFO : Epoch 1972 | loss: 0.0311818 | val_loss: 0.0311788 | Time: 1627.25 ms [2022-03-29 15:13:40 main:581] : INFO : Epoch 1973 | loss: 0.0311814 | val_loss: 0.0311794 | Time: 1653.93 ms [2022-03-29 15:13:41 main:581] : INFO : Epoch 1974 | loss: 0.0311817 | val_loss: 0.0311825 | Time: 1675.01 ms [2022-03-29 15:13:43 main:581] : INFO : Epoch 1975 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 1906.11 ms [2022-03-29 15:13:45 main:581] : INFO : Epoch 1976 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 2028.57 ms [2022-03-29 15:13:47 main:581] : INFO : Epoch 1977 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 1755.07 ms [2022-03-29 15:13:49 main:581] : INFO : Epoch 1978 | loss: 0.0311813 | val_loss: 0.0311795 | Time: 1911.83 ms [2022-03-29 15:13:51 main:581] : INFO : Epoch 1979 | loss: 0.0311814 | val_loss: 0.0311786 | Time: 1763.66 ms [2022-03-29 15:13:52 main:581] : INFO : Epoch 1980 | loss: 0.0311806 | val_loss: 0.0311786 | Time: 1832.77 ms [2022-03-29 15:13:54 main:581] : INFO : Epoch 1981 | loss: 0.0311805 | val_loss: 0.0311791 | Time: 1772.83 ms [2022-03-29 15:13:56 main:581] : INFO : Epoch 1982 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 1910.98 ms [2022-03-29 15:13:58 main:581] : INFO : Epoch 1983 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 1908.33 ms [2022-03-29 15:14:00 main:581] : INFO : Epoch 1984 | loss: 0.0311808 | val_loss: 0.0311786 | Time: 1797.57 ms [2022-03-29 15:14:02 main:581] : INFO : Epoch 1985 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1738.49 ms [2022-03-29 15:14:03 main:581] : INFO : Epoch 1986 | loss: 0.03118 | val_loss: 0.0311789 | Time: 1747.71 ms [2022-03-29 15:14:05 main:581] : INFO : Epoch 1987 | loss: 0.0311799 | val_loss: 0.031179 | Time: 1711.22 ms [2022-03-29 15:14:07 main:581] : INFO : Epoch 1988 | loss: 0.0311806 | val_loss: 0.0311803 | Time: 1654.79 ms [2022-03-29 15:14:09 main:581] : INFO : Epoch 1989 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 1907.75 ms [2022-03-29 15:14:11 main:581] : INFO : Epoch 1990 | loss: 0.0311833 | val_loss: 0.0311812 | Time: 1980.8 ms [2022-03-29 15:14:12 main:581] : INFO : Epoch 1991 | loss: 0.0311831 | val_loss: 0.0311806 | Time: 1875.28 ms [2022-03-29 15:14:15 main:581] : INFO : Epoch 1992 | loss: 0.031183 | val_loss: 0.0311787 | Time: 2097.49 ms [2022-03-29 15:14:17 main:581] : INFO : Epoch 1993 | loss: 0.031182 | val_loss: 0.0311798 | Time: 2034.02 ms [2022-03-29 15:14:19 main:581] : INFO : Epoch 1994 | loss: 0.0311815 | val_loss: 0.0311784 | Time: 1937.05 ms [2022-03-29 15:14:21 main:581] : INFO : Epoch 1995 | loss: 0.0311807 | val_loss: 0.0311784 | Time: 2081.11 ms [2022-03-29 15:14:23 main:581] : INFO : Epoch 1996 | loss: 0.0311802 | val_loss: 0.0311782 | Time: 2024.19 ms [2022-03-29 15:14:25 main:581] : INFO : Epoch 1997 | loss: 0.03118 | val_loss: 0.0311779 | Time: 1874.96 ms [2022-03-29 15:14:26 main:581] : INFO : Epoch 1998 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 1931.25 ms [2022-03-29 15:14:28 main:581] : INFO : Epoch 1999 | loss: 0.03118 | val_loss: 0.0311784 | Time: 2014.19 ms [2022-03-29 15:14:30 main:581] : INFO : Epoch 2000 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 1552.9 ms [2022-03-29 15:14:32 main:581] : INFO : Epoch 2001 | loss: 0.03118 | val_loss: 0.0311782 | Time: 1532.52 ms [2022-03-29 15:14:33 main:581] : INFO : Epoch 2002 | loss: 0.0311802 | val_loss: 0.0311774 | Time: 1732.29 ms [2022-03-29 15:14:35 main:581] : INFO : Epoch 2003 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 1888.13 ms [2022-03-29 15:14:37 main:581] : INFO : Epoch 2004 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1688.03 ms [2022-03-29 15:14:39 main:581] : INFO : Epoch 2005 | loss: 0.031186 | val_loss: 0.0311829 | Time: 1726.86 ms [2022-03-29 15:14:41 main:581] : INFO : Epoch 2006 | loss: 0.0311838 | val_loss: 0.0311802 | Time: 1889.68 ms [2022-03-29 15:14:42 main:581] : INFO : Epoch 2007 | loss: 0.0311823 | val_loss: 0.0311788 | Time: 1838.4 ms [2022-03-29 15:14:44 main:581] : INFO : Epoch 2008 | loss: 0.0311827 | val_loss: 0.0311778 | Time: 1942.96 ms [2022-03-29 15:14:46 main:581] : INFO : Epoch 2009 | loss: 0.0311823 | val_loss: 0.0311789 | Time: 1906.75 ms [2022-03-29 15:14:48 main:581] : INFO : Epoch 2010 | loss: 0.0311816 | val_loss: 0.031177 | Time: 2022.69 ms [2022-03-29 15:14:50 main:581] : INFO : Epoch 2011 | loss: 0.0311806 | val_loss: 0.0311777 | Time: 2005.67 ms [2022-03-29 15:14:52 main:581] : INFO : Epoch 2012 | loss: 0.0311807 | val_loss: 0.0311773 | Time: 1901.61 ms [2022-03-29 15:14:54 main:581] : INFO : Epoch 2013 | loss: 0.0311809 | val_loss: 0.031177 | Time: 1959.57 ms [2022-03-29 15:14:56 main:581] : INFO : Epoch 2014 | loss: 0.0311804 | val_loss: 0.0311769 | Time: 1919.25 ms [2022-03-29 15:14:58 main:581] : INFO : Epoch 2015 | loss: 0.0311797 | val_loss: 0.0311768 | Time: 1902.74 ms [2022-03-29 15:15:00 main:581] : INFO : Epoch 2016 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 1971.29 ms [2022-03-29 15:15:02 main:581] : INFO : Epoch 2017 | loss: 0.03118 | val_loss: 0.0311816 | Time: 1912.46 ms [2022-03-29 15:15:04 main:581] : INFO : Epoch 2018 | loss: 0.03118 | val_loss: 0.0311766 | Time: 1829.16 ms [2022-03-29 15:15:05 main:581] : INFO : Epoch 2019 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 1753.66 ms [2022-03-29 15:15:07 main:581] : INFO : Epoch 2020 | loss: 0.0311792 | val_loss: 0.0311763 | Time: 1680.03 ms [2022-03-29 15:15:09 main:581] : INFO : Epoch 2021 | loss: 0.0311785 | val_loss: 0.0311773 | Time: 1601.79 ms [2022-03-29 15:15:11 main:581] : INFO : Epoch 2022 | loss: 0.0311786 | val_loss: 0.0311771 | Time: 1865.24 ms [2022-03-29 15:15:12 main:581] : INFO : Epoch 2023 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1704.08 ms [2022-03-29 15:15:14 main:581] : INFO : Epoch 2024 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1908.04 ms [2022-03-29 15:15:16 main:581] : INFO : Epoch 2025 | loss: 0.0311815 | val_loss: 0.0311778 | Time: 1967.42 ms [2022-03-29 15:15:18 main:581] : INFO : Epoch 2026 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 2035.11 ms [2022-03-29 15:15:20 main:581] : INFO : Epoch 2027 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 1824.07 ms [2022-03-29 15:15:22 main:581] : INFO : Epoch 2028 | loss: 0.0311804 | val_loss: 0.0311816 | Time: 1768.02 ms [2022-03-29 15:15:23 main:581] : INFO : Epoch 2029 | loss: 0.0311796 | val_loss: 0.0311784 | Time: 1687.37 ms [2022-03-29 15:15:25 main:581] : INFO : Epoch 2030 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 1688.23 ms [2022-03-29 15:15:27 main:581] : INFO : Epoch 2031 | loss: 0.0311793 | val_loss: 0.0311768 | Time: 1980.07 ms [2022-03-29 15:15:29 main:581] : INFO : Epoch 2032 | loss: 0.0311793 | val_loss: 0.0311766 | Time: 1922.02 ms [2022-03-29 15:15:31 main:581] : INFO : Epoch 2033 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 1527.42 ms [2022-03-29 15:15:32 main:581] : INFO : Epoch 2034 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 1575.38 ms [2022-03-29 15:15:34 main:581] : INFO : Epoch 2035 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 1651.04 ms [2022-03-29 15:15:36 main:581] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 1809.86 ms [2022-03-29 15:15:37 main:581] : INFO : Epoch 2037 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 1726.79 ms [2022-03-29 15:15:39 main:581] : INFO : Epoch 2038 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 1626.02 ms [2022-03-29 15:15:41 main:581] : INFO : Epoch 2039 | loss: 0.0311787 | val_loss: 0.0311766 | Time: 1943.87 ms [2022-03-29 15:15:43 main:581] : INFO : Epoch 2040 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 1976.07 ms [2022-03-29 15:15:45 main:581] : INFO : Epoch 2041 | loss: 0.031178 | val_loss: 0.031177 | Time: 1959.22 ms [2022-03-29 15:15:47 main:581] : INFO : Epoch 2042 | loss: 0.0311791 | val_loss: 0.0311769 | Time: 1891.99 ms [2022-03-29 15:15:48 main:581] : INFO : Epoch 2043 | loss: 0.0311787 | val_loss: 0.0311763 | Time: 1570.66 ms [2022-03-29 15:15:50 main:581] : INFO : Epoch 2044 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 1659.23 ms [2022-03-29 15:15:52 main:581] : INFO : Epoch 2045 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 1562.64 ms [2022-03-29 15:15:53 main:581] : INFO : Epoch 2046 | loss: 0.0311788 | val_loss: 0.0311771 | Time: 1618.93 ms [2022-03-29 15:15:55 main:581] : INFO : Epoch 2047 | loss: 0.0311783 | val_loss: 0.0311786 | Time: 2013.17 ms [2022-03-29 15:15:57 main:581] : INFO : Epoch 2048 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2047.21 ms [2022-03-29 15:15:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2022-03-29 15:15:57 main:610] : INFO : Saving end state to config to file [2022-03-29 15:15:57 main:615] : INFO : Success, exiting.. 15:15:57 (8005): 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)