Task 7557257
| Name | ParityModified-1631728561-16946-1_1 |
| Workunit | 5071349 |
| Created | 24 Sep 2021, 1:54:35 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 15:17:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 11 min 3 sec |
| CPU time | 1 hours 10 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> 50 main:581] : INFO : Epoch 1538 | loss: 0.031174 | val_loss: 0.0311819 | Time: 1995.86 ms [2021-09-24 10:59:52 main:581] : INFO : Epoch 1539 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 2132.48 ms [2021-09-24 10:59:54 main:581] : INFO : Epoch 1540 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2031.68 ms [2021-09-24 10:59:56 main:581] : INFO : Epoch 1541 | loss: 0.031174 | val_loss: 0.0311856 | Time: 2174.54 ms [2021-09-24 10:59:58 main:581] : INFO : Epoch 1542 | loss: 0.0311802 | val_loss: 0.0312035 | Time: 2183.19 ms [2021-09-24 11:00:00 main:581] : INFO : Epoch 1543 | loss: 0.0311849 | val_loss: 0.0311824 | Time: 2215.25 ms [2021-09-24 11:00:03 main:581] : INFO : Epoch 1544 | loss: 0.0311731 | val_loss: 0.0311826 | Time: 2467.27 ms [2021-09-24 11:00:05 main:581] : INFO : Epoch 1545 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 2534.79 ms [2021-09-24 11:00:08 main:581] : INFO : Epoch 1546 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 2513.24 ms [2021-09-24 11:00:10 main:581] : INFO : Epoch 1547 | loss: 0.0311781 | val_loss: 0.0311868 | Time: 2375.67 ms [2021-09-24 11:00:12 main:581] : INFO : Epoch 1548 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 2064.18 ms [2021-09-24 11:00:15 main:581] : INFO : Epoch 1549 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 2388.69 ms [2021-09-24 11:00:17 main:581] : INFO : Epoch 1550 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 2115.12 ms [2021-09-24 11:00:19 main:581] : INFO : Epoch 1551 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 2131.36 ms [2021-09-24 11:00:21 main:581] : INFO : Epoch 1552 | loss: 0.0311748 | val_loss: 0.0311866 | Time: 2015.55 ms [2021-09-24 11:00:23 main:581] : INFO : Epoch 1553 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 1980.6 ms [2021-09-24 11:00:25 main:581] : INFO : Epoch 1554 | loss: 0.0311747 | val_loss: 0.031183 | Time: 1983.83 ms [2021-09-24 11:00:27 main:581] : INFO : Epoch 1555 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 1944.13 ms [2021-09-24 11:00:29 main:581] : INFO : Epoch 1556 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2173.01 ms [2021-09-24 11:00:31 main:581] : INFO : Epoch 1557 | loss: 0.0311728 | val_loss: 0.031182 | Time: 2203.25 ms [2021-09-24 11:00:33 main:581] : INFO : Epoch 1558 | loss: 0.0311769 | val_loss: 0.0311966 | Time: 2042.1 ms [2021-09-24 11:00:35 main:581] : INFO : Epoch 1559 | loss: 0.0311841 | val_loss: 0.0312137 | Time: 2135.67 ms [2021-09-24 11:00:38 main:581] : INFO : Epoch 1560 | loss: 0.0311805 | val_loss: 0.0311815 | Time: 2188.19 ms [2021-09-24 11:00:39 main:581] : INFO : Epoch 1561 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 1914.08 ms [2021-09-24 11:00:41 main:581] : INFO : Epoch 1562 | loss: 0.0311734 | val_loss: 0.031181 | Time: 1983.58 ms [2021-09-24 11:00:43 main:581] : INFO : Epoch 1563 | loss: 0.031173 | val_loss: 0.0311815 | Time: 1984.21 ms [2021-09-24 11:00:45 main:581] : INFO : Epoch 1564 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 1788.18 ms [2021-09-24 11:00:47 main:581] : INFO : Epoch 1565 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2000.46 ms [2021-09-24 11:00:49 main:581] : INFO : Epoch 1566 | loss: 0.031172 | val_loss: 0.031181 | Time: 2201.35 ms [2021-09-24 11:00:51 main:581] : INFO : Epoch 1567 | loss: 0.0311754 | val_loss: 0.03118 | Time: 2008.86 ms [2021-09-24 11:00:54 main:581] : INFO : Epoch 1568 | loss: 0.0311724 | val_loss: 0.0311825 | Time: 2311.72 ms [2021-09-24 11:00:56 main:581] : INFO : Epoch 1569 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 2184.18 ms [2021-09-24 11:00:58 main:581] : INFO : Epoch 1570 | loss: 0.0311721 | val_loss: 0.031182 | Time: 2127.8 ms [2021-09-24 11:01:00 main:581] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311855 | Time: 2160.82 ms [2021-09-24 11:01:02 main:581] : INFO : Epoch 1572 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 2024.23 ms [2021-09-24 11:01:04 main:581] : INFO : Epoch 1573 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 2081.36 ms [2021-09-24 11:01:06 main:581] : INFO : Epoch 1574 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 2165.18 ms [2021-09-24 11:01:09 main:581] : INFO : Epoch 1575 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 2209.1 ms [2021-09-24 11:01:11 main:581] : INFO : Epoch 1576 | loss: 0.0311724 | val_loss: 0.0311861 | Time: 1939 ms [2021-09-24 11:01:13 main:581] : INFO : Epoch 1577 | loss: 0.0311746 | val_loss: 0.031186 | Time: 2115.96 ms [2021-09-24 11:01:15 main:581] : INFO : Epoch 1578 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 2065.33 ms [2021-09-24 11:01:17 main:581] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 1854.56 ms [2021-09-24 11:01:19 main:581] : INFO : Epoch 1580 | loss: 0.0311776 | val_loss: 0.031182 | Time: 2083.68 ms [2021-09-24 11:01:21 main:581] : INFO : Epoch 1581 | loss: 0.031176 | val_loss: 0.0311821 | Time: 1958.32 ms [2021-09-24 11:01:23 main:581] : INFO : Epoch 1582 | loss: 0.0311737 | val_loss: 0.031183 | Time: 1865.41 ms [2021-09-24 11:01:25 main:581] : INFO : Epoch 1583 | loss: 0.0311715 | val_loss: 0.0311818 | Time: 1970.7 ms [2021-09-24 11:01:27 main:581] : INFO : Epoch 1584 | loss: 0.0311721 | val_loss: 0.0311811 | Time: 2030.98 ms [2021-09-24 11:01:29 main:581] : INFO : Epoch 1585 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 2166.5 ms [2021-09-24 11:01:31 main:581] : INFO : Epoch 1586 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 2060.96 ms [2021-09-24 11:01:33 main:581] : INFO : Epoch 1587 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1887.79 ms [2021-09-24 11:01:35 main:581] : INFO : Epoch 1588 | loss: 0.0311728 | val_loss: 0.031183 | Time: 2023.96 ms [2021-09-24 11:01:37 main:581] : INFO : Epoch 1589 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 2142.08 ms [2021-09-24 11:01:39 main:581] : INFO : Epoch 1590 | loss: 0.0311731 | val_loss: 0.0311832 | Time: 2127.68 ms [2021-09-24 11:01:41 main:581] : INFO : Epoch 1591 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 2001.27 ms [2021-09-24 11:01:43 main:581] : INFO : Epoch 1592 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 2064.94 ms [2021-09-24 11:01:45 main:581] : INFO : Epoch 1593 | loss: 0.0311703 | val_loss: 0.0311821 | Time: 2070 ms [2021-09-24 11:01:47 main:581] : INFO : Epoch 1594 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2041.77 ms [2021-09-24 11:01:49 main:581] : INFO : Epoch 1595 | loss: 0.0311721 | val_loss: 0.0311831 | Time: 2106.99 ms [2021-09-24 11:01:51 main:581] : INFO : Epoch 1596 | loss: 0.0311713 | val_loss: 0.031181 | Time: 2180.35 ms [2021-09-24 11:01:54 main:581] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 2134.31 ms [2021-09-24 11:01:56 main:581] : INFO : Epoch 1598 | loss: 0.0311696 | val_loss: 0.0311824 | Time: 2315.03 ms [2021-09-24 11:01:58 main:581] : INFO : Epoch 1599 | loss: 0.0311709 | val_loss: 0.0311824 | Time: 2059.76 ms [2021-09-24 11:02:00 main:581] : INFO : Epoch 1600 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 2038.88 ms [2021-09-24 11:02:02 main:581] : INFO : Epoch 1601 | loss: 0.031172 | val_loss: 0.0311808 | Time: 2224.61 ms [2021-09-24 11:02:04 main:581] : INFO : Epoch 1602 | loss: 0.0311727 | val_loss: 0.0311856 | Time: 1980.09 ms [2021-09-24 11:02:06 main:581] : INFO : Epoch 1603 | loss: 0.0311711 | val_loss: 0.0311824 | Time: 1888.73 ms [2021-09-24 11:02:08 main:581] : INFO : Epoch 1604 | loss: 0.0311701 | val_loss: 0.0311811 | Time: 1956.31 ms [2021-09-24 11:02:10 main:581] : INFO : Epoch 1605 | loss: 0.0311698 | val_loss: 0.0311823 | Time: 1939.36 ms [2021-09-24 11:02:12 main:581] : INFO : Epoch 1606 | loss: 0.0311706 | val_loss: 0.0311825 | Time: 1969.71 ms [2021-09-24 11:02:14 main:581] : INFO : Epoch 1607 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 1953.96 ms [2021-09-24 11:02:16 main:581] : INFO : Epoch 1608 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 2088.25 ms [2021-09-24 11:02:18 main:581] : INFO : Epoch 1609 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 1917.23 ms [2021-09-24 11:02:20 main:581] : INFO : Epoch 1610 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 1926.53 ms [2021-09-24 11:02:22 main:581] : INFO : Epoch 1611 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 2015.19 ms [2021-09-24 11:02:24 main:581] : INFO : Epoch 1612 | loss: 0.0311723 | val_loss: 0.0311843 | Time: 2085.43 ms [2021-09-24 11:02:26 main:581] : INFO : Epoch 1613 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 1966.81 ms [2021-09-24 11:02:28 main:581] : INFO : Epoch 1614 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 1946.61 ms [2021-09-24 11:02:30 main:581] : INFO : Epoch 1615 | loss: 0.0311693 | val_loss: 0.0311812 | Time: 2023.66 ms [2021-09-24 11:02:32 main:581] : INFO : Epoch 1616 | loss: 0.0311689 | val_loss: 0.0311805 | Time: 2051.8 ms [2021-09-24 11:02:34 main:581] : INFO : Epoch 1617 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 2367.29 ms [2021-09-24 11:02:37 main:581] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311804 | Time: 2267.47 ms [2021-09-24 11:02:39 main:581] : INFO : Epoch 1619 | loss: 0.0311712 | val_loss: 0.0311927 | Time: 2367.65 ms [2021-09-24 11:02:41 main:581] : INFO : Epoch 1620 | loss: 0.0311721 | val_loss: 0.031181 | Time: 2200.05 ms [2021-09-24 11:02:43 main:581] : INFO : Epoch 1621 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 1979.55 ms [2021-09-24 11:02:45 main:581] : INFO : Epoch 1622 | loss: 0.0311764 | val_loss: 0.0311904 | Time: 2215.37 ms [2021-09-24 11:02:48 main:581] : INFO : Epoch 1623 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 2163.67 ms [2021-09-24 11:02:50 main:581] : INFO : Epoch 1624 | loss: 0.0311725 | val_loss: 0.031183 | Time: 2053.11 ms [2021-09-24 11:02:52 main:581] : INFO : Epoch 1625 | loss: 0.031175 | val_loss: 0.0311805 | Time: 2099.94 ms [2021-09-24 11:02:54 main:581] : INFO : Epoch 1626 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 2196.82 ms [2021-09-24 11:02:56 main:581] : INFO : Epoch 1627 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 2000.85 ms [2021-09-24 11:02:58 main:581] : INFO : Epoch 1628 | loss: 0.0311704 | val_loss: 0.0311839 | Time: 2126.05 ms [2021-09-24 11:03:00 main:581] : INFO : Epoch 1629 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 2276.32 ms [2021-09-24 11:03:02 main:581] : INFO : Epoch 1630 | loss: 0.0311719 | val_loss: 0.0311871 | Time: 2035.32 ms [2021-09-24 11:03:05 main:581] : INFO : Epoch 1631 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 2206.3 ms [2021-09-24 11:03:07 main:581] : INFO : Epoch 1632 | loss: 0.0311705 | val_loss: 0.0311804 | Time: 2094.07 ms [2021-09-24 11:03:09 main:581] : INFO : Epoch 1633 | loss: 0.0311696 | val_loss: 0.0311809 | Time: 2174.06 ms [2021-09-24 11:03:11 main:581] : INFO : Epoch 1634 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 2188.26 ms [2021-09-24 11:03:13 main:581] : INFO : Epoch 1635 | loss: 0.0311706 | val_loss: 0.031182 | Time: 2130.32 ms [2021-09-24 11:03:15 main:581] : INFO : Epoch 1636 | loss: 0.0311706 | val_loss: 0.0311804 | Time: 2292 ms [2021-09-24 11:03:18 main:581] : INFO : Epoch 1637 | loss: 0.0311693 | val_loss: 0.0311814 | Time: 2257.82 ms [2021-09-24 11:03:20 main:581] : INFO : Epoch 1638 | loss: 0.0311681 | val_loss: 0.0311803 | Time: 2160.49 ms [2021-09-24 11:03:22 main:581] : INFO : Epoch 1639 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 1993.41 ms [2021-09-24 11:03:24 main:581] : INFO : Epoch 1640 | loss: 0.031169 | val_loss: 0.0311809 | Time: 2133.26 ms [2021-09-24 11:03:26 main:581] : INFO : Epoch 1641 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 1911.52 ms [2021-09-24 11:03:28 main:581] : INFO : Epoch 1642 | loss: 0.0311698 | val_loss: 0.031183 | Time: 2539.03 ms [2021-09-24 11:03:31 main:581] : INFO : Epoch 1643 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 2635.99 ms [2021-09-24 11:03:33 main:581] : INFO : Epoch 1644 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 2125.16 ms [2021-09-24 11:03:35 main:581] : INFO : Epoch 1645 | loss: 0.031168 | val_loss: 0.031181 | Time: 2223.19 ms [2021-09-24 11:03:37 main:581] : INFO : Epoch 1646 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 1955.89 ms [2021-09-24 11:03:40 main:581] : INFO : Epoch 1647 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2163.09 ms [2021-09-24 11:03:41 main:581] : INFO : Epoch 1648 | loss: 0.0311702 | val_loss: 0.0311833 | Time: 1946.98 ms [2021-09-24 11:03:43 main:581] : INFO : Epoch 1649 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 1988.67 ms [2021-09-24 11:03:45 main:581] : INFO : Epoch 1650 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 2041.98 ms [2021-09-24 11:03:48 main:581] : INFO : Epoch 1651 | loss: 0.0311703 | val_loss: 0.0311874 | Time: 2108.67 ms [2021-09-24 11:03:50 main:581] : INFO : Epoch 1652 | loss: 0.0311695 | val_loss: 0.0311801 | Time: 2066.58 ms [2021-09-24 11:03:52 main:581] : INFO : Epoch 1653 | loss: 0.0311687 | val_loss: 0.0311862 | Time: 1990.14 ms [2021-09-24 11:03:54 main:581] : INFO : Epoch 1654 | loss: 0.0311722 | val_loss: 0.0311854 | Time: 1962.7 ms [2021-09-24 11:03:55 main:581] : INFO : Epoch 1655 | loss: 0.0311704 | val_loss: 0.0311815 | Time: 1850.55 ms [2021-09-24 11:03:57 main:581] : INFO : Epoch 1656 | loss: 0.0311706 | val_loss: 0.0311819 | Time: 2007.41 ms [2021-09-24 11:04:00 main:581] : INFO : Epoch 1657 | loss: 0.03117 | val_loss: 0.0311882 | Time: 2042.11 ms [2021-09-24 11:04:01 main:581] : INFO : Epoch 1658 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 1960.87 ms [2021-09-24 11:04:04 main:581] : INFO : Epoch 1659 | loss: 0.0311735 | val_loss: 0.031184 | Time: 2087.37 ms [2021-09-24 11:04:06 main:581] : INFO : Epoch 1660 | loss: 0.0311699 | val_loss: 0.0311826 | Time: 2060.84 ms [2021-09-24 11:04:08 main:581] : INFO : Epoch 1661 | loss: 0.0311727 | val_loss: 0.0311912 | Time: 1910.07 ms [2021-09-24 11:04:10 main:581] : INFO : Epoch 1662 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 2139.92 ms [2021-09-24 11:04:12 main:581] : INFO : Epoch 1663 | loss: 0.0311685 | val_loss: 0.0311873 | Time: 2107.9 ms [2021-09-24 11:04:14 main:581] : INFO : Epoch 1664 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 2148.9 ms [2021-09-24 11:04:16 main:581] : INFO : Epoch 1665 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 2109.86 ms [2021-09-24 11:04:18 main:581] : INFO : Epoch 1666 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 2137.99 ms [2021-09-24 11:04:20 main:581] : INFO : Epoch 1667 | loss: 0.0311686 | val_loss: 0.0311812 | Time: 1869.65 ms [2021-09-24 11:04:22 main:581] : INFO : Epoch 1668 | loss: 0.031169 | val_loss: 0.0311814 | Time: 2048.39 ms [2021-09-24 11:04:24 main:581] : INFO : Epoch 1669 | loss: 0.0311671 | val_loss: 0.031182 | Time: 2058.71 ms [2021-09-24 11:04:26 main:581] : INFO : Epoch 1670 | loss: 0.0311668 | val_loss: 0.0311816 | Time: 2094.73 ms [2021-09-24 11:04:28 main:581] : INFO : Epoch 1671 | loss: 0.0311669 | val_loss: 0.0311804 | Time: 2168.9 ms [2021-09-24 11:04:30 main:581] : INFO : Epoch 1672 | loss: 0.0311712 | val_loss: 0.031183 | Time: 2043.25 ms [2021-09-24 11:04:32 main:581] : INFO : Epoch 1673 | loss: 0.0311702 | val_loss: 0.0311794 | Time: 1991.08 ms [2021-09-24 11:04:34 main:581] : INFO : Epoch 1674 | loss: 0.0311693 | val_loss: 0.0311934 | Time: 2012.56 ms [2021-09-24 11:04:36 main:581] : INFO : Epoch 1675 | loss: 0.0311716 | val_loss: 0.031187 | Time: 1938.08 ms [2021-09-24 11:04:38 main:581] : INFO : Epoch 1676 | loss: 0.0311703 | val_loss: 0.0311808 | Time: 1845.01 ms [2021-09-24 11:04:40 main:581] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.0311815 | Time: 1993.8 ms [2021-09-24 11:04:42 main:581] : INFO : Epoch 1678 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 1949.3 ms [2021-09-24 11:04:44 main:581] : INFO : Epoch 1679 | loss: 0.0311695 | val_loss: 0.0311826 | Time: 1891.41 ms [2021-09-24 11:04:46 main:581] : INFO : Epoch 1680 | loss: 0.0311702 | val_loss: 0.0311837 | Time: 1865.37 ms [2021-09-24 11:04:48 main:581] : INFO : Epoch 1681 | loss: 0.0311681 | val_loss: 0.031183 | Time: 2167.79 ms [2021-09-24 11:04:50 main:581] : INFO : Epoch 1682 | loss: 0.0311697 | val_loss: 0.0311829 | Time: 1955.16 ms [2021-09-24 11:04:52 main:581] : INFO : Epoch 1683 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 2096.18 ms [2021-09-24 11:04:54 main:581] : INFO : Epoch 1684 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 2056.46 ms [2021-09-24 11:04:56 main:581] : INFO : Epoch 1685 | loss: 0.0311682 | val_loss: 0.0311851 | Time: 2023.2 ms [2021-09-24 11:04:58 main:581] : INFO : Epoch 1686 | loss: 0.031171 | val_loss: 0.0311868 | Time: 2109.05 ms [2021-09-24 11:05:00 main:581] : INFO : Epoch 1687 | loss: 0.0311692 | val_loss: 0.0311819 | Time: 2044.28 ms [2021-09-24 11:05:02 main:581] : INFO : Epoch 1688 | loss: 0.0311673 | val_loss: 0.0311819 | Time: 1932.64 ms [2021-09-24 11:05:04 main:581] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311819 | Time: 1956.18 ms [2021-09-24 11:05:06 main:581] : INFO : Epoch 1690 | loss: 0.0311683 | val_loss: 0.0311827 | Time: 2039.89 ms [2021-09-24 11:05:08 main:581] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311843 | Time: 1858.08 ms [2021-09-24 11:05:10 main:581] : INFO : Epoch 1692 | loss: 0.0311668 | val_loss: 0.0311823 | Time: 2091.82 ms [2021-09-24 11:05:12 main:581] : INFO : Epoch 1693 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 1925.44 ms [2021-09-24 11:05:14 main:581] : INFO : Epoch 1694 | loss: 0.0311683 | val_loss: 0.0311882 | Time: 1847.71 ms [2021-09-24 11:05:16 main:581] : INFO : Epoch 1695 | loss: 0.0311693 | val_loss: 0.0311827 | Time: 1978.57 ms [2021-09-24 11:05:18 main:581] : INFO : Epoch 1696 | loss: 0.0311675 | val_loss: 0.0311829 | Time: 2020.75 ms [2021-09-24 11:05:20 main:581] : INFO : Epoch 1697 | loss: 0.0311685 | val_loss: 0.0311836 | Time: 2017.82 ms [2021-09-24 11:05:22 main:581] : INFO : Epoch 1698 | loss: 0.0311724 | val_loss: 0.0311826 | Time: 2038.21 ms [2021-09-24 11:05:24 main:581] : INFO : Epoch 1699 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 2041.48 ms [2021-09-24 11:05:26 main:581] : INFO : Epoch 1700 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 2031.57 ms [2021-09-24 11:05:28 main:581] : INFO : Epoch 1701 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 2054.23 ms [2021-09-24 11:05:30 main:581] : INFO : Epoch 1702 | loss: 0.0311667 | val_loss: 0.0311839 | Time: 2127.42 ms [2021-09-24 11:05:32 main:581] : INFO : Epoch 1703 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 2065.65 ms [2021-09-24 11:05:35 main:581] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.0311809 | Time: 2173.12 ms [2021-09-24 11:05:37 main:581] : INFO : Epoch 1705 | loss: 0.0311656 | val_loss: 0.0311808 | Time: 2153.24 ms [2021-09-24 11:05:39 main:581] : INFO : Epoch 1706 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 1963.56 ms [2021-09-24 11:05:41 main:581] : INFO : Epoch 1707 | loss: 0.0311665 | val_loss: 0.0311832 | Time: 2020.04 ms [2021-09-24 11:05:43 main:581] : INFO : Epoch 1708 | loss: 0.0311725 | val_loss: 0.0312048 | Time: 1996.66 ms [2021-09-24 11:05:45 main:581] : INFO : Epoch 1709 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 2238.48 ms [2021-09-24 11:05:47 main:581] : INFO : Epoch 1710 | loss: 0.0311661 | val_loss: 0.0311814 | Time: 1911.33 ms [2021-09-24 11:05:49 main:581] : INFO : Epoch 1711 | loss: 0.0311673 | val_loss: 0.0311866 | Time: 2157.05 ms [2021-09-24 11:05:51 main:581] : INFO : Epoch 1712 | loss: 0.031171 | val_loss: 0.031188 | Time: 2229.23 ms [2021-09-24 11:05:54 main:581] : INFO : Epoch 1713 | loss: 0.031171 | val_loss: 0.0311862 | Time: 2332.46 ms [2021-09-24 11:05:56 main:581] : INFO : Epoch 1714 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 2060.18 ms [2021-09-24 11:05:58 main:581] : INFO : Epoch 1715 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 2322.54 ms [2021-09-24 11:06:00 main:581] : INFO : Epoch 1716 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 2169.02 ms [2021-09-24 11:06:02 main:581] : INFO : Epoch 1717 | loss: 0.0311731 | val_loss: 0.0311977 | Time: 2021.29 ms [2021-09-24 11:06:05 main:581] : INFO : Epoch 1718 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 2312.57 ms [2021-09-24 11:06:07 main:581] : INFO : Epoch 1719 | loss: 0.0311689 | val_loss: 0.0311829 | Time: 2617.99 ms [2021-09-24 11:06:10 main:581] : INFO : Epoch 1720 | loss: 0.0311681 | val_loss: 0.0311809 | Time: 2486.76 ms [2021-09-24 11:06:12 main:581] : INFO : Epoch 1721 | loss: 0.0311676 | val_loss: 0.0311825 | Time: 2112.37 ms [2021-09-24 11:06:14 main:581] : INFO : Epoch 1722 | loss: 0.031166 | val_loss: 0.0311821 | Time: 1989.59 ms [2021-09-24 11:06:16 main:581] : INFO : Epoch 1723 | loss: 0.0311657 | val_loss: 0.0311797 | Time: 2091.27 ms [2021-09-24 11:06:18 main:581] : INFO : Epoch 1724 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 1970.16 ms [2021-09-24 11:06:20 main:581] : INFO : Epoch 1725 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 2280.45 ms [2021-09-24 11:06:22 main:581] : INFO : Epoch 1726 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 2057.16 ms [2021-09-24 11:06:24 main:581] : INFO : Epoch 1727 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 2208.48 ms [2021-09-24 11:06:27 main:581] : INFO : Epoch 1728 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 2336.14 ms [2021-09-24 11:06:29 main:581] : INFO : Epoch 1729 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 1952.31 ms [2021-09-24 11:06:31 main:581] : INFO : Epoch 1730 | loss: 0.0311667 | val_loss: 0.0311824 | Time: 2216.34 ms [2021-09-24 11:06:33 main:581] : INFO : Epoch 1731 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 1943.74 ms [2021-09-24 11:06:35 main:581] : INFO : Epoch 1732 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 2181.32 ms [2021-09-24 11:06:37 main:581] : INFO : Epoch 1733 | loss: 0.0311667 | val_loss: 0.0311863 | Time: 2153.57 ms [2021-09-24 11:06:39 main:581] : INFO : Epoch 1734 | loss: 0.0311661 | val_loss: 0.0311828 | Time: 2024.13 ms [2021-09-24 11:06:41 main:581] : INFO : Epoch 1735 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 1937.14 ms [2021-09-24 11:06:43 main:581] : INFO : Epoch 1736 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 2139.86 ms [2021-09-24 11:06:45 main:581] : INFO : Epoch 1737 | loss: 0.0311651 | val_loss: 0.0311833 | Time: 2103.31 ms [2021-09-24 11:06:47 main:581] : INFO : Epoch 1738 | loss: 0.0311681 | val_loss: 0.0311837 | Time: 1877.01 ms [2021-09-24 11:06:50 main:581] : INFO : Epoch 1739 | loss: 0.0311675 | val_loss: 0.0311823 | Time: 2352.32 ms [2021-09-24 11:06:52 main:581] : INFO : Epoch 1740 | loss: 0.0311684 | val_loss: 0.0311806 | Time: 2064.44 ms [2021-09-24 11:06:54 main:581] : INFO : Epoch 1741 | loss: 0.0311695 | val_loss: 0.0311813 | Time: 2353.49 ms [2021-09-24 11:06:56 main:581] : INFO : Epoch 1742 | loss: 0.0311684 | val_loss: 0.031182 | Time: 1930.54 ms [2021-09-24 11:06:58 main:581] : INFO : Epoch 1743 | loss: 0.0311664 | val_loss: 0.0311782 | Time: 2326.54 ms [2021-09-24 11:07:00 main:581] : INFO : Epoch 1744 | loss: 0.0311651 | val_loss: 0.0311814 | Time: 2099.45 ms [2021-09-24 11:07:02 main:581] : INFO : Epoch 1745 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 1967.64 ms [2021-09-24 11:07:04 main:581] : INFO : Epoch 1746 | loss: 0.0311648 | val_loss: 0.0311845 | Time: 2176.92 ms [2021-09-24 11:07:07 main:581] : INFO : Epoch 1747 | loss: 0.0311651 | val_loss: 0.0311825 | Time: 2129.05 ms [2021-09-24 11:07:09 main:581] : INFO : Epoch 1748 | loss: 0.0311665 | val_loss: 0.0311832 | Time: 2040.47 ms [2021-09-24 11:07:11 main:581] : INFO : Epoch 1749 | loss: 0.031164 | val_loss: 0.0311834 | Time: 2169.81 ms [2021-09-24 11:07:13 main:581] : INFO : Epoch 1750 | loss: 0.0311689 | val_loss: 0.031185 | Time: 2041.43 ms [2021-09-24 11:07:15 main:581] : INFO : Epoch 1751 | loss: 0.0311652 | val_loss: 0.0311798 | Time: 1974.04 ms [2021-09-24 11:07:17 main:581] : INFO : Epoch 1752 | loss: 0.0311636 | val_loss: 0.0311809 | Time: 2252.51 ms [2021-09-24 11:07:19 main:581] : INFO : Epoch 1753 | loss: 0.031166 | val_loss: 0.0311899 | Time: 2029.59 ms [2021-09-24 11:07:21 main:581] : INFO : Epoch 1754 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 2049.15 ms [2021-09-24 11:07:23 main:581] : INFO : Epoch 1755 | loss: 0.0311654 | val_loss: 0.0311772 | Time: 2126.26 ms [2021-09-24 11:07:25 main:581] : INFO : Epoch 1756 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 2202.3 ms [2021-09-24 11:07:28 main:581] : INFO : Epoch 1757 | loss: 0.0311671 | val_loss: 0.0311833 | Time: 2015.43 ms [2021-09-24 11:07:29 main:581] : INFO : Epoch 1758 | loss: 0.0311665 | val_loss: 0.0311833 | Time: 1966.24 ms [2021-09-24 11:07:31 main:581] : INFO : Epoch 1759 | loss: 0.0311667 | val_loss: 0.0311808 | Time: 1935.1 ms [2021-09-24 11:07:33 main:581] : INFO : Epoch 1760 | loss: 0.0311639 | val_loss: 0.0311812 | Time: 2006.33 ms [2021-09-24 11:07:35 main:581] : INFO : Epoch 1761 | loss: 0.0311649 | val_loss: 0.03118 | Time: 1936.62 ms [2021-09-24 11:07:37 main:581] : INFO : Epoch 1762 | loss: 0.0311639 | val_loss: 0.0311821 | Time: 2062.23 ms [2021-09-24 11:07:39 main:581] : INFO : Epoch 1763 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 2066.01 ms [2021-09-24 11:07:41 main:581] : INFO : Epoch 1764 | loss: 0.0311634 | val_loss: 0.03118 | Time: 1931.05 ms [2021-09-24 11:07:43 main:581] : INFO : Epoch 1765 | loss: 0.0311653 | val_loss: 0.0311797 | Time: 1808.34 ms [2021-09-24 11:07:45 main:581] : INFO : Epoch 1766 | loss: 0.0311639 | val_loss: 0.0311802 | Time: 1803.71 ms [2021-09-24 11:07:47 main:581] : INFO : Epoch 1767 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 1971.57 ms [2021-09-24 11:07:49 main:581] : INFO : Epoch 1768 | loss: 0.0311652 | val_loss: 0.0311856 | Time: 1914.04 ms [2021-09-24 11:07:51 main:581] : INFO : Epoch 1769 | loss: 0.0311687 | val_loss: 0.0311809 | Time: 1958.06 ms [2021-09-24 11:07:53 main:581] : INFO : Epoch 1770 | loss: 0.0311645 | val_loss: 0.0311796 | Time: 2008.88 ms [2021-09-24 11:07:55 main:581] : INFO : Epoch 1771 | loss: 0.0311645 | val_loss: 0.0311783 | Time: 1904.76 ms [2021-09-24 11:07:57 main:581] : INFO : Epoch 1772 | loss: 0.0311654 | val_loss: 0.0311783 | Time: 2309.84 ms [2021-09-24 11:07:59 main:581] : INFO : Epoch 1773 | loss: 0.0311654 | val_loss: 0.0311902 | Time: 1884.22 ms [2021-09-24 11:08:01 main:581] : INFO : Epoch 1774 | loss: 0.0311691 | val_loss: 0.0311814 | Time: 1856.1 ms [2021-09-24 11:08:03 main:581] : INFO : Epoch 1775 | loss: 0.0311663 | val_loss: 0.0311886 | Time: 1986.92 ms [2021-09-24 11:08:05 main:581] : INFO : Epoch 1776 | loss: 0.0311662 | val_loss: 0.0311815 | Time: 1990.49 ms [2021-09-24 11:08:07 main:581] : INFO : Epoch 1777 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 1940.42 ms [2021-09-24 11:08:09 main:581] : INFO : Epoch 1778 | loss: 0.0311711 | val_loss: 0.0311814 | Time: 1994.72 ms [2021-09-24 11:08:11 main:581] : INFO : Epoch 1779 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 2099.96 ms [2021-09-24 11:08:13 main:581] : INFO : Epoch 1780 | loss: 0.0311648 | val_loss: 0.03118 | Time: 1941.79 ms [2021-09-24 11:08:15 main:581] : INFO : Epoch 1781 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 1806.55 ms [2021-09-24 11:08:16 main:581] : INFO : Epoch 1782 | loss: 0.0311669 | val_loss: 0.0311829 | Time: 1849.56 ms [2021-09-24 11:08:18 main:581] : INFO : Epoch 1783 | loss: 0.03117 | val_loss: 0.0311796 | Time: 1989.97 ms [2021-09-24 11:08:20 main:581] : INFO : Epoch 1784 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1927.28 ms [2021-09-24 11:08:23 main:581] : INFO : Epoch 1785 | loss: 0.0311646 | val_loss: 0.031179 | Time: 2258.38 ms [2021-09-24 11:08:25 main:581] : INFO : Epoch 1786 | loss: 0.0311642 | val_loss: 0.0311788 | Time: 2275.28 ms [2021-09-24 11:08:27 main:581] : INFO : Epoch 1787 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 2141.13 ms [2021-09-24 11:08:29 main:581] : INFO : Epoch 1788 | loss: 0.0311637 | val_loss: 0.0311809 | Time: 2226.92 ms [2021-09-24 11:08:31 main:581] : INFO : Epoch 1789 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 2047.32 ms [2021-09-24 11:08:33 main:581] : INFO : Epoch 1790 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2153.86 ms [2021-09-24 11:08:36 main:581] : INFO : Epoch 1791 | loss: 0.0311712 | val_loss: 0.031187 | Time: 2191.82 ms [2021-09-24 11:08:38 main:581] : INFO : Epoch 1792 | loss: 0.0311678 | val_loss: 0.031178 | Time: 2137.4 ms [2021-09-24 11:08:40 main:581] : INFO : Epoch 1793 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 2081.27 ms [2021-09-24 11:08:42 main:581] : INFO : Epoch 1794 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 2279.98 ms [2021-09-24 11:08:44 main:581] : INFO : Epoch 1795 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 2307.27 ms [2021-09-24 11:08:47 main:581] : INFO : Epoch 1796 | loss: 0.0311642 | val_loss: 0.0311781 | Time: 2205.91 ms [2021-09-24 11:08:49 main:581] : INFO : Epoch 1797 | loss: 0.0311667 | val_loss: 0.0311889 | Time: 2075.05 ms [2021-09-24 11:08:51 main:581] : INFO : Epoch 1798 | loss: 0.0311698 | val_loss: 0.0311797 | Time: 2281.65 ms [2021-09-24 11:08:54 main:581] : INFO : Epoch 1799 | loss: 0.0311664 | val_loss: 0.0311812 | Time: 2639.45 ms [2021-09-24 11:08:56 main:581] : INFO : Epoch 1800 | loss: 0.0311665 | val_loss: 0.031183 | Time: 2318.97 ms [2021-09-24 11:08:58 main:581] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.031183 | Time: 2232.88 ms [2021-09-24 11:09:01 main:581] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311792 | Time: 2448.95 ms [2021-09-24 11:09:03 main:581] : INFO : Epoch 1803 | loss: 0.0311644 | val_loss: 0.0311813 | Time: 2294.79 ms [2021-09-24 11:09:05 main:581] : INFO : Epoch 1804 | loss: 0.0311643 | val_loss: 0.0311784 | Time: 2159.54 ms [2021-09-24 11:09:07 main:581] : INFO : Epoch 1805 | loss: 0.0311688 | val_loss: 0.0311822 | Time: 2219.71 ms [2021-09-24 11:09:10 main:581] : INFO : Epoch 1806 | loss: 0.031168 | val_loss: 0.0311784 | Time: 2185.55 ms [2021-09-24 11:09:12 main:581] : INFO : Epoch 1807 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 2123.92 ms [2021-09-24 11:09:14 main:581] : INFO : Epoch 1808 | loss: 0.031164 | val_loss: 0.031178 | Time: 2184.59 ms [2021-09-24 11:09:16 main:581] : INFO : Epoch 1809 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 2343.53 ms [2021-09-24 11:09:18 main:581] : INFO : Epoch 1810 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 2033.48 ms [2021-09-24 11:09:20 main:581] : INFO : Epoch 1811 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 2022.77 ms [2021-09-24 11:09:22 main:581] : INFO : Epoch 1812 | loss: 0.031165 | val_loss: 0.0311808 | Time: 1954.47 ms [2021-09-24 11:09:24 main:581] : INFO : Epoch 1813 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 2062.89 ms [2021-09-24 11:09:26 main:581] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.0311844 | Time: 1900.67 ms [2021-09-24 11:09:28 main:581] : INFO : Epoch 1815 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 1875.82 ms [2021-09-24 11:09:30 main:581] : INFO : Epoch 1816 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 1925.05 ms [2021-09-24 11:09:32 main:581] : INFO : Epoch 1817 | loss: 0.0311664 | val_loss: 0.0311875 | Time: 2090.85 ms [2021-09-24 11:09:34 main:581] : INFO : Epoch 1818 | loss: 0.0311721 | val_loss: 0.0311921 | Time: 2150.94 ms [2021-09-24 11:09:36 main:581] : INFO : Epoch 1819 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1915.63 ms [2021-09-24 11:09:38 main:581] : INFO : Epoch 1820 | loss: 0.031166 | val_loss: 0.031182 | Time: 1944.49 ms [2021-09-24 11:09:40 main:581] : INFO : Epoch 1821 | loss: 0.0311645 | val_loss: 0.0311773 | Time: 2232.94 ms [2021-09-24 11:09:43 main:581] : INFO : Epoch 1822 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 2195.71 ms [2021-09-24 11:09:44 main:581] : INFO : Epoch 1823 | loss: 0.0311654 | val_loss: 0.0311855 | Time: 1978.5 ms [2021-09-24 11:09:47 main:581] : INFO : Epoch 1824 | loss: 0.0311656 | val_loss: 0.0311803 | Time: 2077.54 ms [2021-09-24 11:09:49 main:581] : INFO : Epoch 1825 | loss: 0.0311644 | val_loss: 0.0311803 | Time: 2234.3 ms [2021-09-24 11:09:51 main:581] : INFO : Epoch 1826 | loss: 0.031164 | val_loss: 0.0311796 | Time: 2070.76 ms [2021-09-24 11:09:53 main:581] : INFO : Epoch 1827 | loss: 0.0311623 | val_loss: 0.0311777 | Time: 2070.2 ms [2021-09-24 11:09:55 main:581] : INFO : Epoch 1828 | loss: 0.0311615 | val_loss: 0.0311787 | Time: 1864.72 ms [2021-09-24 11:09:57 main:581] : INFO : Epoch 1829 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 1830.07 ms [2021-09-24 11:09:59 main:581] : INFO : Epoch 1830 | loss: 0.0311616 | val_loss: 0.0311781 | Time: 2089.17 ms [2021-09-24 11:10:01 main:581] : INFO : Epoch 1831 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 2061.15 ms [2021-09-24 11:10:03 main:581] : INFO : Epoch 1832 | loss: 0.0311635 | val_loss: 0.0311809 | Time: 1898.28 ms [2021-09-24 11:10:05 main:581] : INFO : Epoch 1833 | loss: 0.0311631 | val_loss: 0.0311811 | Time: 2057 ms [2021-09-24 11:10:07 main:581] : INFO : Epoch 1834 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 1908.5 ms [2021-09-24 11:10:09 main:581] : INFO : Epoch 1835 | loss: 0.0311623 | val_loss: 0.0311826 | Time: 2148.3 ms [2021-09-24 11:10:11 main:581] : INFO : Epoch 1836 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 2163.42 ms [2021-09-24 11:10:13 main:581] : INFO : Epoch 1837 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2151.33 ms [2021-09-24 11:10:15 main:581] : INFO : Epoch 1838 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 2168.18 ms [2021-09-24 11:10:17 main:581] : INFO : Epoch 1839 | loss: 0.0311634 | val_loss: 0.0311777 | Time: 2121.59 ms [2021-09-24 11:10:19 main:581] : INFO : Epoch 1840 | loss: 0.0311628 | val_loss: 0.0311806 | Time: 2047 ms [2021-09-24 11:10:21 main:581] : INFO : Epoch 1841 | loss: 0.0311647 | val_loss: 0.0311836 | Time: 1927.29 ms [2021-09-24 11:10:23 main:581] : INFO : Epoch 1842 | loss: 0.0311711 | val_loss: 0.0311838 | Time: 1980.67 ms [2021-09-24 11:10:25 main:581] : INFO : Epoch 1843 | loss: 0.0311666 | val_loss: 0.0311806 | Time: 1865.68 ms [2021-09-24 11:10:27 main:581] : INFO : Epoch 1844 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 2017.89 ms [2021-09-24 11:10:29 main:581] : INFO : Epoch 1845 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 2034.32 ms [2021-09-24 11:10:31 main:581] : INFO : Epoch 1846 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 2112.72 ms [2021-09-24 11:10:33 main:581] : INFO : Epoch 1847 | loss: 0.0311625 | val_loss: 0.031177 | Time: 1897.27 ms [2021-09-24 11:10:36 main:581] : INFO : Epoch 1848 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 2259.23 ms [2021-09-24 11:10:38 main:581] : INFO : Epoch 1849 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 1959.66 ms [2021-09-24 11:10:40 main:581] : INFO : Epoch 1850 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 2061.81 ms [2021-09-24 11:10:42 main:581] : INFO : Epoch 1851 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 2051.96 ms [2021-09-24 11:10:44 main:581] : INFO : Epoch 1852 | loss: 0.0311609 | val_loss: 0.0311798 | Time: 1919.9 ms [2021-09-24 11:10:46 main:581] : INFO : Epoch 1853 | loss: 0.0311622 | val_loss: 0.0311793 | Time: 1995.64 ms [2021-09-24 11:10:47 main:581] : INFO : Epoch 1854 | loss: 0.031164 | val_loss: 0.0311783 | Time: 1774.07 ms [2021-09-24 11:10:49 main:581] : INFO : Epoch 1855 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 2091.36 ms [2021-09-24 11:10:51 main:581] : INFO : Epoch 1856 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 1955.82 ms [2021-09-24 11:10:53 main:581] : INFO : Epoch 1857 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 1868.96 ms [2021-09-24 11:10:55 main:581] : INFO : Epoch 1858 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 2021.71 ms [2021-09-24 11:10:57 main:581] : INFO : Epoch 1859 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 2035.53 ms [2021-09-24 11:10:59 main:581] : INFO : Epoch 1860 | loss: 0.0311616 | val_loss: 0.031179 | Time: 2041.78 ms [2021-09-24 11:11:01 main:581] : INFO : Epoch 1861 | loss: 0.0311652 | val_loss: 0.0311802 | Time: 2151.02 ms [2021-09-24 11:11:04 main:581] : INFO : Epoch 1862 | loss: 0.0311627 | val_loss: 0.0311801 | Time: 2225.46 ms [2021-09-24 11:11:06 main:581] : INFO : Epoch 1863 | loss: 0.0311641 | val_loss: 0.0311773 | Time: 1923.64 ms [2021-09-24 11:11:08 main:581] : INFO : Epoch 1864 | loss: 0.031162 | val_loss: 0.0311818 | Time: 2118.52 ms [2021-09-24 11:11:10 main:581] : INFO : Epoch 1865 | loss: 0.0311627 | val_loss: 0.031177 | Time: 2114.74 ms [2021-09-24 11:11:12 main:581] : INFO : Epoch 1866 | loss: 0.031163 | val_loss: 0.0311844 | Time: 1905.83 ms [2021-09-24 11:11:14 main:581] : INFO : Epoch 1867 | loss: 0.0311622 | val_loss: 0.0311786 | Time: 1948.59 ms [2021-09-24 11:11:16 main:581] : INFO : Epoch 1868 | loss: 0.0311627 | val_loss: 0.0311783 | Time: 2159.76 ms [2021-09-24 11:11:18 main:581] : INFO : Epoch 1869 | loss: 0.0311608 | val_loss: 0.0311794 | Time: 1985.5 ms [2021-09-24 11:11:20 main:581] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 2310.8 ms [2021-09-24 11:11:22 main:581] : INFO : Epoch 1871 | loss: 0.0311618 | val_loss: 0.0311788 | Time: 2216.68 ms [2021-09-24 11:11:25 main:581] : INFO : Epoch 1872 | loss: 0.0311719 | val_loss: 0.0311882 | Time: 2509.2 ms [2021-09-24 11:11:27 main:581] : INFO : Epoch 1873 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 2161.65 ms [2021-09-24 11:11:29 main:581] : INFO : Epoch 1874 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 2132.46 ms [2021-09-24 11:11:32 main:581] : INFO : Epoch 1875 | loss: 0.0311694 | val_loss: 0.031175 | Time: 2288.77 ms [2021-09-24 11:11:34 main:581] : INFO : Epoch 1876 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2165.12 ms [2021-09-24 11:11:36 main:581] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 2252.14 ms [2021-09-24 11:11:38 main:581] : INFO : Epoch 1878 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 2037.95 ms [2021-09-24 11:11:40 main:581] : INFO : Epoch 1879 | loss: 0.031168 | val_loss: 0.0311756 | Time: 2191.88 ms [2021-09-24 11:11:42 main:581] : INFO : Epoch 1880 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 2222.31 ms [2021-09-24 11:11:44 main:581] : INFO : Epoch 1881 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 2058.95 ms [2021-09-24 11:11:46 main:581] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 1905.07 ms [2021-09-24 11:11:48 main:581] : INFO : Epoch 1883 | loss: 0.0311688 | val_loss: 0.03118 | Time: 2051.45 ms [2021-09-24 11:11:51 main:581] : INFO : Epoch 1884 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 2124.49 ms [2021-09-24 11:11:53 main:581] : INFO : Epoch 1885 | loss: 0.0311671 | val_loss: 0.0311854 | Time: 2033.77 ms [2021-09-24 11:11:55 main:581] : INFO : Epoch 1886 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 2051.41 ms [2021-09-24 11:11:57 main:581] : INFO : Epoch 1887 | loss: 0.0311661 | val_loss: 0.0311793 | Time: 2202.99 ms [2021-09-24 11:11:59 main:581] : INFO : Epoch 1888 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 2213.17 ms [2021-09-24 11:12:01 main:581] : INFO : Epoch 1889 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 2325.53 ms [2021-09-24 11:12:04 main:581] : INFO : Epoch 1890 | loss: 0.0311734 | val_loss: 0.031182 | Time: 2503.86 ms [2021-09-24 11:12:06 main:581] : INFO : Epoch 1891 | loss: 0.031174 | val_loss: 0.0311789 | Time: 2387.83 ms [2021-09-24 11:12:08 main:581] : INFO : Epoch 1892 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 2150.31 ms [2021-09-24 11:12:11 main:581] : INFO : Epoch 1893 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 2291.7 ms [2021-09-24 11:12:13 main:581] : INFO : Epoch 1894 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 2157.15 ms [2021-09-24 11:12:15 main:581] : INFO : Epoch 1895 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 1940.47 ms [2021-09-24 11:12:17 main:581] : INFO : Epoch 1896 | loss: 0.031164 | val_loss: 0.0311742 | Time: 1941.08 ms [2021-09-24 11:12:19 main:581] : INFO : Epoch 1897 | loss: 0.0311637 | val_loss: 0.031174 | Time: 1992.34 ms [2021-09-24 11:12:21 main:581] : INFO : Epoch 1898 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 2019.61 ms [2021-09-24 11:12:23 main:581] : INFO : Epoch 1899 | loss: 0.031163 | val_loss: 0.0311745 | Time: 1937.82 ms [2021-09-24 11:12:25 main:581] : INFO : Epoch 1900 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 2241.09 ms [2021-09-24 11:12:27 main:581] : INFO : Epoch 1901 | loss: 0.0311625 | val_loss: 0.0311743 | Time: 2218.78 ms [2021-09-24 11:12:29 main:581] : INFO : Epoch 1902 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 1951.41 ms [2021-09-24 11:12:31 main:581] : INFO : Epoch 1903 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2402.09 ms [2021-09-24 11:12:34 main:581] : INFO : Epoch 1904 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 2136.77 ms [2021-09-24 11:12:36 main:581] : INFO : Epoch 1905 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 2328.74 ms [2021-09-24 11:12:38 main:581] : INFO : Epoch 1906 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 2145.19 ms [2021-09-24 11:12:40 main:581] : INFO : Epoch 1907 | loss: 0.031166 | val_loss: 0.0311854 | Time: 2229.61 ms [2021-09-24 11:12:42 main:581] : INFO : Epoch 1908 | loss: 0.0318642 | val_loss: 0.0597679 | Time: 2085.68 ms [2021-09-24 11:12:45 main:581] : INFO : Epoch 1909 | loss: 0.320489 | val_loss: 0.0558781 | Time: 2091.61 ms [2021-09-24 11:12:46 main:581] : INFO : Epoch 1910 | loss: 0.0520315 | val_loss: 0.0368263 | Time: 1882.23 ms [2021-09-24 11:12:48 main:581] : INFO : Epoch 1911 | loss: 0.0370708 | val_loss: 0.0322319 | Time: 2028.58 ms [2021-09-24 11:12:50 main:581] : INFO : Epoch 1912 | loss: 0.0321036 | val_loss: 0.0315936 | Time: 2053.97 ms [2021-09-24 11:12:52 main:581] : INFO : Epoch 1913 | loss: 0.0314376 | val_loss: 0.0313477 | Time: 1994.25 ms [2021-09-24 11:12:55 main:581] : INFO : Epoch 1914 | loss: 0.031335 | val_loss: 0.031311 | Time: 2110.07 ms [2021-09-24 11:12:57 main:581] : INFO : Epoch 1915 | loss: 0.0313003 | val_loss: 0.0312938 | Time: 2074.3 ms [2021-09-24 11:12:59 main:581] : INFO : Epoch 1916 | loss: 0.031286 | val_loss: 0.0312701 | Time: 1921.19 ms [2021-09-24 11:13:01 main:581] : INFO : Epoch 1917 | loss: 0.0312709 | val_loss: 0.031266 | Time: 2143.2 ms [2021-09-24 11:13:03 main:581] : INFO : Epoch 1918 | loss: 0.0312671 | val_loss: 0.0312669 | Time: 1991.67 ms [2021-09-24 11:13:05 main:581] : INFO : Epoch 1919 | loss: 0.0312663 | val_loss: 0.0312652 | Time: 2081.28 ms [2021-09-24 11:13:07 main:581] : INFO : Epoch 1920 | loss: 0.0312648 | val_loss: 0.0312624 | Time: 2093.28 ms [2021-09-24 11:13:09 main:581] : INFO : Epoch 1921 | loss: 0.0312635 | val_loss: 0.0312616 | Time: 2071.43 ms [2021-09-24 11:13:11 main:581] : INFO : Epoch 1922 | loss: 0.0312622 | val_loss: 0.0312616 | Time: 2016.85 ms [2021-09-24 11:13:13 main:581] : INFO : Epoch 1923 | loss: 0.0312621 | val_loss: 0.0312605 | Time: 2077.94 ms [2021-09-24 11:13:15 main:581] : INFO : Epoch 1924 | loss: 0.0312618 | val_loss: 0.0312622 | Time: 2137.71 ms [2021-09-24 11:13:17 main:581] : INFO : Epoch 1925 | loss: 0.0312605 | val_loss: 0.0312593 | Time: 2066.7 ms [2021-09-24 11:13:19 main:581] : INFO : Epoch 1926 | loss: 0.0312595 | val_loss: 0.0312591 | Time: 2157.24 ms [2021-09-24 11:13:22 main:581] : INFO : Epoch 1927 | loss: 0.0312612 | val_loss: 0.0312625 | Time: 2345.91 ms [2021-09-24 11:13:24 main:581] : INFO : Epoch 1928 | loss: 0.0312595 | val_loss: 0.031258 | Time: 2333.02 ms [2021-09-24 11:13:26 main:581] : INFO : Epoch 1929 | loss: 0.0312585 | val_loss: 0.0312568 | Time: 2055.47 ms [2021-09-24 11:13:29 main:581] : INFO : Epoch 1930 | loss: 0.0312574 | val_loss: 0.0312561 | Time: 2401.93 ms [2021-09-24 11:13:31 main:581] : INFO : Epoch 1931 | loss: 0.0312577 | val_loss: 0.0312601 | Time: 2176.7 ms [2021-09-24 11:13:33 main:581] : INFO : Epoch 1932 | loss: 0.0312595 | val_loss: 0.0312617 | Time: 2323.44 ms [2021-09-24 11:13:35 main:581] : INFO : Epoch 1933 | loss: 0.0312616 | val_loss: 0.031258 | Time: 2210.82 ms [2021-09-24 11:13:38 main:581] : INFO : Epoch 1934 | loss: 0.0312562 | val_loss: 0.0312557 | Time: 2252.08 ms [2021-09-24 11:13:40 main:581] : INFO : Epoch 1935 | loss: 0.0312531 | val_loss: 0.0312521 | Time: 2072.93 ms [2021-09-24 11:13:42 main:581] : INFO : Epoch 1936 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 2055.75 ms [2021-09-24 11:13:44 main:581] : INFO : Epoch 1937 | loss: 0.0312545 | val_loss: 0.0312587 | Time: 2324.39 ms [2021-09-24 11:13:46 main:581] : INFO : Epoch 1938 | loss: 0.0312527 | val_loss: 0.0312542 | Time: 2299.18 ms [2021-09-24 11:13:48 main:581] : INFO : Epoch 1939 | loss: 0.0312521 | val_loss: 0.0312509 | Time: 2113.16 ms [2021-09-24 11:13:51 main:581] : INFO : Epoch 1940 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 2197.75 ms [2021-09-24 11:13:53 main:581] : INFO : Epoch 1941 | loss: 0.0312528 | val_loss: 0.0312514 | Time: 2308.29 ms [2021-09-24 11:13:55 main:581] : INFO : Epoch 1942 | loss: 0.0312549 | val_loss: 0.0312623 | Time: 2128.05 ms [2021-09-24 11:13:57 main:581] : INFO : Epoch 1943 | loss: 0.0312569 | val_loss: 0.0312555 | Time: 2173.97 ms [2021-09-24 11:13:59 main:581] : INFO : Epoch 1944 | loss: 0.0312514 | val_loss: 0.0312532 | Time: 2112.53 ms [2021-09-24 11:14:01 main:581] : INFO : Epoch 1945 | loss: 0.0312539 | val_loss: 0.0312566 | Time: 2050.06 ms [2021-09-24 11:14:04 main:581] : INFO : Epoch 1946 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2305.66 ms [2021-09-24 11:14:06 main:581] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 2082.19 ms [2021-09-24 11:14:08 main:581] : INFO : Epoch 1948 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 2162.52 ms [2021-09-24 11:14:10 main:581] : INFO : Epoch 1949 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2153.8 ms [2021-09-24 11:14:12 main:581] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.031252 | Time: 1892.82 ms [2021-09-24 11:14:14 main:581] : INFO : Epoch 1951 | loss: 0.0312513 | val_loss: 0.0312486 | Time: 1850.96 ms [2021-09-24 11:14:16 main:581] : INFO : Epoch 1952 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1975.5 ms [2021-09-24 11:14:18 main:581] : INFO : Epoch 1953 | loss: 0.0312515 | val_loss: 0.0312484 | Time: 2050.07 ms [2021-09-24 11:14:20 main:581] : INFO : Epoch 1954 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 1939.34 ms [2021-09-24 11:14:22 main:581] : INFO : Epoch 1955 | loss: 0.0312488 | val_loss: 0.0312537 | Time: 2139.56 ms [2021-09-24 11:14:24 main:581] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312481 | Time: 2210.67 ms [2021-09-24 11:14:26 main:581] : INFO : Epoch 1957 | loss: 0.0312508 | val_loss: 0.031253 | Time: 1977.36 ms [2021-09-24 11:14:28 main:581] : INFO : Epoch 1958 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2029.98 ms [2021-09-24 11:14:30 main:581] : INFO : Epoch 1959 | loss: 0.0312517 | val_loss: 0.0312477 | Time: 2176.89 ms [2021-09-24 11:14:32 main:581] : INFO : Epoch 1960 | loss: 0.0312546 | val_loss: 0.0312521 | Time: 2170.06 ms [2021-09-24 11:14:34 main:581] : INFO : Epoch 1961 | loss: 0.0312499 | val_loss: 0.0312609 | Time: 1967.49 ms [2021-09-24 11:14:36 main:581] : INFO : Epoch 1962 | loss: 0.0312525 | val_loss: 0.0312495 | Time: 1952.51 ms [2021-09-24 11:14:38 main:581] : INFO : Epoch 1963 | loss: 0.0312522 | val_loss: 0.031258 | Time: 1993.87 ms [2021-09-24 11:14:40 main:581] : INFO : Epoch 1964 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 2023.22 ms [2021-09-24 11:14:42 main:581] : INFO : Epoch 1965 | loss: 0.031251 | val_loss: 0.0312763 | Time: 1935.68 ms [2021-09-24 11:14:44 main:581] : INFO : Epoch 1966 | loss: 0.031259 | val_loss: 0.0312472 | Time: 2030.21 ms [2021-09-24 11:14:47 main:581] : INFO : Epoch 1967 | loss: 0.0312493 | val_loss: 0.0312469 | Time: 2143.7 ms [2021-09-24 11:14:48 main:581] : INFO : Epoch 1968 | loss: 0.031249 | val_loss: 0.0312558 | Time: 1941.88 ms [2021-09-24 11:14:51 main:581] : INFO : Epoch 1969 | loss: 0.0312485 | val_loss: 0.0312553 | Time: 2035.47 ms [2021-09-24 11:14:52 main:581] : INFO : Epoch 1970 | loss: 0.0312533 | val_loss: 0.0312467 | Time: 1927.67 ms [2021-09-24 11:14:54 main:581] : INFO : Epoch 1971 | loss: 0.0312513 | val_loss: 0.0312472 | Time: 1947.67 ms [2021-09-24 11:14:56 main:581] : INFO : Epoch 1972 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 1944.88 ms [2021-09-24 11:14:58 main:581] : INFO : Epoch 1973 | loss: 0.0312495 | val_loss: 0.0312468 | Time: 1976.49 ms [2021-09-24 11:15:00 main:581] : INFO : Epoch 1974 | loss: 0.0312547 | val_loss: 0.0312526 | Time: 1952.18 ms [2021-09-24 11:15:02 main:581] : INFO : Epoch 1975 | loss: 0.031274 | val_loss: 0.0312574 | Time: 1836.01 ms [2021-09-24 11:15:04 main:581] : INFO : Epoch 1976 | loss: 0.0312875 | val_loss: 0.0312854 | Time: 1940.39 ms [2021-09-24 11:15:06 main:581] : INFO : Epoch 1977 | loss: 0.0312515 | val_loss: 0.0312579 | Time: 1933.4 ms [2021-09-24 11:15:08 main:581] : INFO : Epoch 1978 | loss: 0.0312605 | val_loss: 0.0312696 | Time: 1867.11 ms [2021-09-24 11:15:10 main:581] : INFO : Epoch 1979 | loss: 0.0312545 | val_loss: 0.0312654 | Time: 1892.64 ms [2021-09-24 11:15:12 main:581] : INFO : Epoch 1980 | loss: 0.0312544 | val_loss: 0.0312767 | Time: 2144.22 ms [2021-09-24 11:15:14 main:581] : INFO : Epoch 1981 | loss: 0.0312977 | val_loss: 0.0312683 | Time: 2019.18 ms [2021-09-24 11:15:16 main:581] : INFO : Epoch 1982 | loss: 0.0312578 | val_loss: 0.0312712 | Time: 2063.57 ms [2021-09-24 11:15:18 main:581] : INFO : Epoch 1983 | loss: 0.031269 | val_loss: 0.0312618 | Time: 1866.49 ms [2021-09-24 11:15:20 main:581] : INFO : Epoch 1984 | loss: 0.0312484 | val_loss: 0.031256 | Time: 1817.68 ms [2021-09-24 11:15:22 main:581] : INFO : Epoch 1985 | loss: 0.0312866 | val_loss: 0.0313375 | Time: 1931.99 ms [2021-09-24 11:15:23 main:581] : INFO : Epoch 1986 | loss: 0.0313181 | val_loss: 0.0313045 | Time: 1850.1 ms [2021-09-24 11:15:25 main:581] : INFO : Epoch 1987 | loss: 0.0312651 | val_loss: 0.0312591 | Time: 2012.78 ms [2021-09-24 11:15:27 main:581] : INFO : Epoch 1988 | loss: 0.0312638 | val_loss: 0.0312477 | Time: 1871.37 ms [2021-09-24 11:15:29 main:581] : INFO : Epoch 1989 | loss: 0.0312595 | val_loss: 0.0312599 | Time: 1991.43 ms [2021-09-24 11:15:31 main:581] : INFO : Epoch 1990 | loss: 0.0313077 | val_loss: 0.0313553 | Time: 2013.81 ms [2021-09-24 11:15:33 main:581] : INFO : Epoch 1991 | loss: 0.031297 | val_loss: 0.0313161 | Time: 2053.34 ms [2021-09-24 11:15:36 main:581] : INFO : Epoch 1992 | loss: 0.031286 | val_loss: 0.0312497 | Time: 2114.68 ms [2021-09-24 11:15:38 main:581] : INFO : Epoch 1993 | loss: 0.0312702 | val_loss: 0.0312644 | Time: 2048.54 ms [2021-09-24 11:15:40 main:581] : INFO : Epoch 1994 | loss: 0.031264 | val_loss: 0.0312653 | Time: 2162.87 ms [2021-09-24 11:15:42 main:581] : INFO : Epoch 1995 | loss: 0.0312733 | val_loss: 0.0312512 | Time: 1791.33 ms [2021-09-24 11:15:44 main:581] : INFO : Epoch 1996 | loss: 0.0312696 | val_loss: 0.031256 | Time: 2069.69 ms [2021-09-24 11:15:45 main:581] : INFO : Epoch 1997 | loss: 0.0312696 | val_loss: 0.0312574 | Time: 1916.69 ms [2021-09-24 11:15:48 main:581] : INFO : Epoch 1998 | loss: 0.0312793 | val_loss: 0.0312447 | Time: 2048.99 ms [2021-09-24 11:15:49 main:581] : INFO : Epoch 1999 | loss: 0.03126 | val_loss: 0.031324 | Time: 1882.51 ms [2021-09-24 11:15:51 main:581] : INFO : Epoch 2000 | loss: 0.0312622 | val_loss: 0.0312526 | Time: 1832.79 ms [2021-09-24 11:15:53 main:581] : INFO : Epoch 2001 | loss: 0.0312606 | val_loss: 0.0312471 | Time: 1977.93 ms [2021-09-24 11:15:55 main:581] : INFO : Epoch 2002 | loss: 0.0312698 | val_loss: 0.0312544 | Time: 1901.19 ms [2021-09-24 11:15:57 main:581] : INFO : Epoch 2003 | loss: 0.031254 | val_loss: 0.0312457 | Time: 2018.96 ms [2021-09-24 11:15:59 main:581] : INFO : Epoch 2004 | loss: 0.0312583 | val_loss: 0.0312664 | Time: 1913.38 ms [2021-09-24 11:16:01 main:581] : INFO : Epoch 2005 | loss: 0.0312495 | val_loss: 0.0312464 | Time: 2034.43 ms [2021-09-24 11:16:03 main:581] : INFO : Epoch 2006 | loss: 0.0312616 | val_loss: 0.0313059 | Time: 2052.3 ms [2021-09-24 11:16:06 main:581] : INFO : Epoch 2007 | loss: 0.0312739 | val_loss: 0.0312805 | Time: 2394.3 ms [2021-09-24 11:16:08 main:581] : INFO : Epoch 2008 | loss: 0.0312977 | val_loss: 0.0312894 | Time: 2267.78 ms [2021-09-24 11:16:10 main:581] : INFO : Epoch 2009 | loss: 0.0312735 | val_loss: 0.03125 | Time: 2444.25 ms [2021-09-24 11:16:12 main:581] : INFO : Epoch 2010 | loss: 0.0312533 | val_loss: 0.0312465 | Time: 2209.25 ms [2021-09-24 11:16:15 main:581] : INFO : Epoch 2011 | loss: 0.0312497 | val_loss: 0.031244 | Time: 2163.61 ms [2021-09-24 11:16:17 main:581] : INFO : Epoch 2012 | loss: 0.0312585 | val_loss: 0.0313269 | Time: 2172.09 ms [2021-09-24 11:16:19 main:581] : INFO : Epoch 2013 | loss: 0.0313158 | val_loss: 0.0312522 | Time: 2351.31 ms [2021-09-24 11:16:21 main:581] : INFO : Epoch 2014 | loss: 0.0312523 | val_loss: 0.031244 | Time: 2271.63 ms [2021-09-24 11:16:24 main:581] : INFO : Epoch 2015 | loss: 0.0312619 | val_loss: 0.0312661 | Time: 2162.02 ms [2021-09-24 11:16:26 main:581] : INFO : Epoch 2016 | loss: 0.0312863 | val_loss: 0.0313528 | Time: 1935.49 ms [2021-09-24 11:16:27 main:581] : INFO : Epoch 2017 | loss: 0.0312795 | val_loss: 0.0312442 | Time: 1881.45 ms [2021-09-24 11:16:30 main:581] : INFO : Epoch 2018 | loss: 0.0312573 | val_loss: 0.0312578 | Time: 2321.8 ms [2021-09-24 11:16:32 main:581] : INFO : Epoch 2019 | loss: 0.0312768 | val_loss: 0.0312453 | Time: 2125.05 ms [2021-09-24 11:16:34 main:581] : INFO : Epoch 2020 | loss: 0.0312609 | val_loss: 0.031262 | Time: 2127.61 ms [2021-09-24 11:16:36 main:581] : INFO : Epoch 2021 | loss: 0.0312491 | val_loss: 0.0312453 | Time: 2128.47 ms [2021-09-24 11:16:38 main:581] : INFO : Epoch 2022 | loss: 0.0312562 | val_loss: 0.0312478 | Time: 2033.06 ms [2021-09-24 11:16:40 main:581] : INFO : Epoch 2023 | loss: 0.0312673 | val_loss: 0.0312464 | Time: 2213.65 ms [2021-09-24 11:16:42 main:581] : INFO : Epoch 2024 | loss: 0.0312752 | val_loss: 0.0313084 | Time: 2128.91 ms [2021-09-24 11:16:45 main:581] : INFO : Epoch 2025 | loss: 0.0312858 | val_loss: 0.0312448 | Time: 2121.91 ms [2021-09-24 11:16:47 main:581] : INFO : Epoch 2026 | loss: 0.0312763 | val_loss: 0.031243 | Time: 2200.22 ms [2021-09-24 11:16:49 main:581] : INFO : Epoch 2027 | loss: 0.0312653 | val_loss: 0.0312445 | Time: 2170.8 ms [2021-09-24 11:16:51 main:581] : INFO : Epoch 2028 | loss: 0.0312558 | val_loss: 0.0312881 | Time: 2074.18 ms [2021-09-24 11:16:53 main:581] : INFO : Epoch 2029 | loss: 0.0312707 | val_loss: 0.0312725 | Time: 1948.82 ms [2021-09-24 11:16:55 main:581] : INFO : Epoch 2030 | loss: 0.0312645 | val_loss: 0.0312424 | Time: 2067.99 ms [2021-09-24 11:16:57 main:581] : INFO : Epoch 2031 | loss: 0.0312631 | val_loss: 0.031275 | Time: 1843.49 ms [2021-09-24 11:16:59 main:581] : INFO : Epoch 2032 | loss: 0.0312661 | val_loss: 0.0312431 | Time: 1962 ms [2021-09-24 11:17:01 main:581] : INFO : Epoch 2033 | loss: 0.0312456 | val_loss: 0.0312425 | Time: 1891.03 ms [2021-09-24 11:17:03 main:581] : INFO : Epoch 2034 | loss: 0.0312678 | val_loss: 0.0313817 | Time: 2127.6 ms [2021-09-24 11:17:05 main:581] : INFO : Epoch 2035 | loss: 0.0312934 | val_loss: 0.0314066 | Time: 2061.77 ms [2021-09-24 11:17:07 main:581] : INFO : Epoch 2036 | loss: 0.0313202 | val_loss: 0.0312563 | Time: 2225.69 ms [2021-09-24 11:17:09 main:581] : INFO : Epoch 2037 | loss: 0.0312646 | val_loss: 0.0312582 | Time: 2092.55 ms [2021-09-24 11:17:11 main:581] : INFO : Epoch 2038 | loss: 0.0312482 | val_loss: 0.0312423 | Time: 2061.39 ms [2021-09-24 11:17:13 main:581] : INFO : Epoch 2039 | loss: 0.0312556 | val_loss: 0.0312443 | Time: 1995.21 ms [2021-09-24 11:17:15 main:581] : INFO : Epoch 2040 | loss: 0.0312445 | val_loss: 0.0312469 | Time: 2118.57 ms [2021-09-24 11:17:17 main:581] : INFO : Epoch 2041 | loss: 0.0312537 | val_loss: 0.0312427 | Time: 1918.29 ms [2021-09-24 11:17:19 main:581] : INFO : Epoch 2042 | loss: 0.0312583 | val_loss: 0.0312614 | Time: 1973 ms [2021-09-24 11:17:21 main:581] : INFO : Epoch 2043 | loss: 0.0312524 | val_loss: 0.0312417 | Time: 1937.77 ms [2021-09-24 11:17:23 main:581] : INFO : Epoch 2044 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1961.9 ms [2021-09-24 11:17:25 main:581] : INFO : Epoch 2045 | loss: 0.0312418 | val_loss: 0.0312414 | Time: 1827.19 ms [2021-09-24 11:17:27 main:581] : INFO : Epoch 2046 | loss: 0.031246 | val_loss: 0.0312652 | Time: 1910.15 ms [2021-09-24 11:17:29 main:581] : INFO : Epoch 2047 | loss: 0.0312833 | val_loss: 0.0313074 | Time: 1828.47 ms [2021-09-24 11:17:31 main:581] : INFO : Epoch 2048 | loss: 0.0313108 | val_loss: 0.0313018 | Time: 1827.76 ms [2021-09-24 11:17:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313018 [2021-09-24 11:17:31 main:610] : INFO : Saving end state to config to file [2021-09-24 11:17:31 main:615] : INFO : Success, exiting.. 11:17:31 (3889762): 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)