Task 3324461
| Name | ParityModified-1608176572-23165-0_1 |
| Workunit | 1584895 |
| Created | 18 Dec 2020, 7:03:48 UTC |
| Sent | 18 Dec 2020, 9:22:08 UTC |
| Report deadline | 26 Dec 2020, 9:22:08 UTC |
| Received | 18 Dec 2020, 23:40:23 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 46 sec |
| CPU time | 49 min 42 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :581] : INFO : Epoch 1538 | loss: 0.030999 | val_loss: 0.03131 | Time: 1453.42 ms [2020-12-18 18:27:46 main:581] : INFO : Epoch 1539 | loss: 0.0309925 | val_loss: 0.0312713 | Time: 1436.8 ms [2020-12-18 18:27:48 main:581] : INFO : Epoch 1540 | loss: 0.030995 | val_loss: 0.0312912 | Time: 1438.14 ms [2020-12-18 18:27:49 main:581] : INFO : Epoch 1541 | loss: 0.0309896 | val_loss: 0.03128 | Time: 1437.33 ms [2020-12-18 18:27:51 main:581] : INFO : Epoch 1542 | loss: 0.0309991 | val_loss: 0.0313286 | Time: 1465.9 ms [2020-12-18 18:27:52 main:581] : INFO : Epoch 1543 | loss: 0.0309894 | val_loss: 0.0312983 | Time: 1486.28 ms [2020-12-18 18:27:54 main:581] : INFO : Epoch 1544 | loss: 0.0309916 | val_loss: 0.0312934 | Time: 1492.5 ms [2020-12-18 18:27:55 main:581] : INFO : Epoch 1545 | loss: 0.0309917 | val_loss: 0.0313018 | Time: 1459.06 ms [2020-12-18 18:27:57 main:581] : INFO : Epoch 1546 | loss: 0.0309953 | val_loss: 0.0312871 | Time: 1493.01 ms [2020-12-18 18:27:58 main:581] : INFO : Epoch 1547 | loss: 0.0309883 | val_loss: 0.0312832 | Time: 1440.07 ms [2020-12-18 18:28:00 main:581] : INFO : Epoch 1548 | loss: 0.0309837 | val_loss: 0.0313197 | Time: 1474.72 ms [2020-12-18 18:28:01 main:581] : INFO : Epoch 1549 | loss: 0.0309929 | val_loss: 0.0313151 | Time: 1471.13 ms [2020-12-18 18:28:03 main:581] : INFO : Epoch 1550 | loss: 0.0310126 | val_loss: 0.0312548 | Time: 1457.33 ms [2020-12-18 18:28:04 main:581] : INFO : Epoch 1551 | loss: 0.0310066 | val_loss: 0.0312943 | Time: 1462.13 ms [2020-12-18 18:28:06 main:581] : INFO : Epoch 1552 | loss: 0.0309929 | val_loss: 0.031281 | Time: 1477.44 ms [2020-12-18 18:28:07 main:581] : INFO : Epoch 1553 | loss: 0.0309979 | val_loss: 0.0312967 | Time: 1481.88 ms [2020-12-18 18:28:08 main:581] : INFO : Epoch 1554 | loss: 0.0309985 | val_loss: 0.0312738 | Time: 1462.64 ms [2020-12-18 18:28:10 main:581] : INFO : Epoch 1555 | loss: 0.0310014 | val_loss: 0.0313332 | Time: 1500.15 ms [2020-12-18 18:28:11 main:581] : INFO : Epoch 1556 | loss: 0.0309997 | val_loss: 0.0313125 | Time: 1454.21 ms [2020-12-18 18:28:13 main:581] : INFO : Epoch 1557 | loss: 0.0309931 | val_loss: 0.0312831 | Time: 1475.56 ms [2020-12-18 18:28:14 main:581] : INFO : Epoch 1558 | loss: 0.030988 | val_loss: 0.0312744 | Time: 1482.88 ms [2020-12-18 18:28:16 main:581] : INFO : Epoch 1559 | loss: 0.0309966 | val_loss: 0.0313016 | Time: 1458.89 ms [2020-12-18 18:28:17 main:581] : INFO : Epoch 1560 | loss: 0.0309987 | val_loss: 0.0312835 | Time: 1464.44 ms [2020-12-18 18:28:19 main:581] : INFO : Epoch 1561 | loss: 0.0309886 | val_loss: 0.0312749 | Time: 1434.52 ms [2020-12-18 18:28:20 main:581] : INFO : Epoch 1562 | loss: 0.0309884 | val_loss: 0.0313031 | Time: 1459.34 ms [2020-12-18 18:28:22 main:581] : INFO : Epoch 1563 | loss: 0.0309902 | val_loss: 0.0312891 | Time: 1447.9 ms [2020-12-18 18:28:23 main:581] : INFO : Epoch 1564 | loss: 0.0309894 | val_loss: 0.0312975 | Time: 1441.4 ms [2020-12-18 18:28:25 main:581] : INFO : Epoch 1565 | loss: 0.0309889 | val_loss: 0.0312995 | Time: 1458.98 ms [2020-12-18 18:28:26 main:581] : INFO : Epoch 1566 | loss: 0.0309908 | val_loss: 0.0312846 | Time: 1462.78 ms [2020-12-18 18:28:27 main:581] : INFO : Epoch 1567 | loss: 0.030997 | val_loss: 0.0312795 | Time: 1487.01 ms [2020-12-18 18:28:29 main:581] : INFO : Epoch 1568 | loss: 0.0309933 | val_loss: 0.0313169 | Time: 1527.84 ms [2020-12-18 18:28:30 main:581] : INFO : Epoch 1569 | loss: 0.0309949 | val_loss: 0.0312921 | Time: 1479.84 ms [2020-12-18 18:28:32 main:581] : INFO : Epoch 1570 | loss: 0.0309953 | val_loss: 0.0313245 | Time: 1484.01 ms [2020-12-18 18:28:33 main:581] : INFO : Epoch 1571 | loss: 0.030991 | val_loss: 0.0312927 | Time: 1465.78 ms [2020-12-18 18:28:35 main:581] : INFO : Epoch 1572 | loss: 0.0309882 | val_loss: 0.0312913 | Time: 1508.61 ms [2020-12-18 18:28:36 main:581] : INFO : Epoch 1573 | loss: 0.0309891 | val_loss: 0.0313148 | Time: 1448.4 ms [2020-12-18 18:28:38 main:581] : INFO : Epoch 1574 | loss: 0.0309922 | val_loss: 0.0313314 | Time: 1473.11 ms [2020-12-18 18:28:39 main:581] : INFO : Epoch 1575 | loss: 0.0309916 | val_loss: 0.0313215 | Time: 1484.26 ms [2020-12-18 18:28:41 main:581] : INFO : Epoch 1576 | loss: 0.0309894 | val_loss: 0.0313069 | Time: 1450.9 ms [2020-12-18 18:28:42 main:581] : INFO : Epoch 1577 | loss: 0.0309855 | val_loss: 0.031309 | Time: 1465.38 ms [2020-12-18 18:28:44 main:581] : INFO : Epoch 1578 | loss: 0.0309869 | val_loss: 0.0313166 | Time: 1472.77 ms [2020-12-18 18:28:45 main:581] : INFO : Epoch 1579 | loss: 0.0309966 | val_loss: 0.0313144 | Time: 1446.43 ms [2020-12-18 18:28:47 main:581] : INFO : Epoch 1580 | loss: 0.030991 | val_loss: 0.0312818 | Time: 1465.06 ms [2020-12-18 18:28:48 main:581] : INFO : Epoch 1581 | loss: 0.0309922 | val_loss: 0.0312904 | Time: 1483.74 ms [2020-12-18 18:28:50 main:581] : INFO : Epoch 1582 | loss: 0.0309866 | val_loss: 0.0312816 | Time: 1463.31 ms [2020-12-18 18:28:51 main:581] : INFO : Epoch 1583 | loss: 0.0309931 | val_loss: 0.031262 | Time: 1451.45 ms [2020-12-18 18:28:53 main:581] : INFO : Epoch 1584 | loss: 0.0309969 | val_loss: 0.0312964 | Time: 1470.03 ms [2020-12-18 18:28:54 main:581] : INFO : Epoch 1585 | loss: 0.0309884 | val_loss: 0.0313306 | Time: 1484.04 ms [2020-12-18 18:28:56 main:581] : INFO : Epoch 1586 | loss: 0.0309895 | val_loss: 0.0312943 | Time: 1493.68 ms [2020-12-18 18:28:57 main:581] : INFO : Epoch 1587 | loss: 0.0309947 | val_loss: 0.0312793 | Time: 1461.15 ms [2020-12-18 18:28:58 main:581] : INFO : Epoch 1588 | loss: 0.0309954 | val_loss: 0.0312782 | Time: 1482.47 ms [2020-12-18 18:29:00 main:581] : INFO : Epoch 1589 | loss: 0.0309907 | val_loss: 0.0312633 | Time: 1476.38 ms [2020-12-18 18:29:01 main:581] : INFO : Epoch 1590 | loss: 0.0310042 | val_loss: 0.0312832 | Time: 1481.41 ms [2020-12-18 18:29:03 main:581] : INFO : Epoch 1591 | loss: 0.0309935 | val_loss: 0.0312885 | Time: 1490.91 ms [2020-12-18 18:29:04 main:581] : INFO : Epoch 1592 | loss: 0.0310018 | val_loss: 0.0312767 | Time: 1484.28 ms [2020-12-18 18:29:06 main:581] : INFO : Epoch 1593 | loss: 0.0309953 | val_loss: 0.0313074 | Time: 1473.59 ms [2020-12-18 18:29:07 main:581] : INFO : Epoch 1594 | loss: 0.0309891 | val_loss: 0.0312854 | Time: 1479.44 ms [2020-12-18 18:29:09 main:581] : INFO : Epoch 1595 | loss: 0.0309963 | val_loss: 0.0312876 | Time: 1489.86 ms [2020-12-18 18:29:10 main:581] : INFO : Epoch 1596 | loss: 0.0309892 | val_loss: 0.0312811 | Time: 1454.63 ms [2020-12-18 18:29:12 main:581] : INFO : Epoch 1597 | loss: 0.0309951 | val_loss: 0.0312605 | Time: 1431.26 ms [2020-12-18 18:29:13 main:581] : INFO : Epoch 1598 | loss: 0.0309918 | val_loss: 0.0312827 | Time: 1430.19 ms [2020-12-18 18:29:15 main:581] : INFO : Epoch 1599 | loss: 0.0309866 | val_loss: 0.0313049 | Time: 1443.09 ms [2020-12-18 18:29:16 main:581] : INFO : Epoch 1600 | loss: 0.0309889 | val_loss: 0.0313088 | Time: 1448.73 ms [2020-12-18 18:29:17 main:581] : INFO : Epoch 1601 | loss: 0.0309935 | val_loss: 0.0312847 | Time: 1438.88 ms [2020-12-18 18:29:19 main:581] : INFO : Epoch 1602 | loss: 0.0309986 | val_loss: 0.0312607 | Time: 1430.9 ms [2020-12-18 18:29:20 main:581] : INFO : Epoch 1603 | loss: 0.0310083 | val_loss: 0.0312722 | Time: 1433.38 ms [2020-12-18 18:29:22 main:581] : INFO : Epoch 1604 | loss: 0.0310057 | val_loss: 0.0313068 | Time: 1425.38 ms [2020-12-18 18:29:23 main:581] : INFO : Epoch 1605 | loss: 0.03099 | val_loss: 0.0312969 | Time: 1406.03 ms [2020-12-18 18:29:25 main:581] : INFO : Epoch 1606 | loss: 0.0310119 | val_loss: 0.0312547 | Time: 1419.5 ms [2020-12-18 18:29:26 main:581] : INFO : Epoch 1607 | loss: 0.0310052 | val_loss: 0.0312968 | Time: 1425.89 ms [2020-12-18 18:29:27 main:581] : INFO : Epoch 1608 | loss: 0.0309918 | val_loss: 0.0312888 | Time: 1424.8 ms [2020-12-18 18:29:29 main:581] : INFO : Epoch 1609 | loss: 0.0309925 | val_loss: 0.0312818 | Time: 1426.57 ms [2020-12-18 18:29:30 main:581] : INFO : Epoch 1610 | loss: 0.0309914 | val_loss: 0.0312761 | Time: 1440.38 ms [2020-12-18 18:29:32 main:581] : INFO : Epoch 1611 | loss: 0.0309948 | val_loss: 0.0312951 | Time: 1499.66 ms [2020-12-18 18:29:33 main:581] : INFO : Epoch 1612 | loss: 0.0309914 | val_loss: 0.0313098 | Time: 1484.61 ms [2020-12-18 18:29:35 main:581] : INFO : Epoch 1613 | loss: 0.0309878 | val_loss: 0.0313188 | Time: 1463.48 ms [2020-12-18 18:29:36 main:581] : INFO : Epoch 1614 | loss: 0.0309933 | val_loss: 0.031285 | Time: 1459.57 ms [2020-12-18 18:29:38 main:581] : INFO : Epoch 1615 | loss: 0.0309925 | val_loss: 0.0312858 | Time: 1476.49 ms [2020-12-18 18:29:39 main:581] : INFO : Epoch 1616 | loss: 0.0309959 | val_loss: 0.031291 | Time: 1462.52 ms [2020-12-18 18:29:41 main:581] : INFO : Epoch 1617 | loss: 0.0309945 | val_loss: 0.0312965 | Time: 1455.29 ms [2020-12-18 18:29:42 main:581] : INFO : Epoch 1618 | loss: 0.0309939 | val_loss: 0.0312902 | Time: 1471.28 ms [2020-12-18 18:29:44 main:581] : INFO : Epoch 1619 | loss: 0.0309915 | val_loss: 0.0313196 | Time: 1493.81 ms [2020-12-18 18:29:45 main:581] : INFO : Epoch 1620 | loss: 0.0309875 | val_loss: 0.0312876 | Time: 1451.07 ms [2020-12-18 18:29:46 main:581] : INFO : Epoch 1621 | loss: 0.030987 | val_loss: 0.0312898 | Time: 1436.63 ms [2020-12-18 18:29:48 main:581] : INFO : Epoch 1622 | loss: 0.0309922 | val_loss: 0.0312618 | Time: 1458.76 ms [2020-12-18 18:29:49 main:581] : INFO : Epoch 1623 | loss: 0.0309933 | val_loss: 0.0312739 | Time: 1462.68 ms [2020-12-18 18:29:51 main:581] : INFO : Epoch 1624 | loss: 0.0309922 | val_loss: 0.0312984 | Time: 1452 ms [2020-12-18 18:29:52 main:581] : INFO : Epoch 1625 | loss: 0.0309885 | val_loss: 0.0312745 | Time: 1467.5 ms [2020-12-18 18:29:54 main:581] : INFO : Epoch 1626 | loss: 0.0309912 | val_loss: 0.0312795 | Time: 1431.62 ms [2020-12-18 18:29:55 main:581] : INFO : Epoch 1627 | loss: 0.0309921 | val_loss: 0.0312795 | Time: 1460.21 ms [2020-12-18 18:29:57 main:581] : INFO : Epoch 1628 | loss: 0.0310056 | val_loss: 0.0312923 | Time: 1455.97 ms [2020-12-18 18:29:58 main:581] : INFO : Epoch 1629 | loss: 0.0310125 | val_loss: 0.0313089 | Time: 1401.44 ms [2020-12-18 18:29:59 main:581] : INFO : Epoch 1630 | loss: 0.0309988 | val_loss: 0.0312844 | Time: 1431.41 ms [2020-12-18 18:30:01 main:581] : INFO : Epoch 1631 | loss: 0.0309894 | val_loss: 0.0312985 | Time: 1455.19 ms [2020-12-18 18:30:02 main:581] : INFO : Epoch 1632 | loss: 0.0309926 | val_loss: 0.031311 | Time: 1461.89 ms [2020-12-18 18:30:04 main:581] : INFO : Epoch 1633 | loss: 0.0310087 | val_loss: 0.0312858 | Time: 1445.32 ms [2020-12-18 18:30:05 main:581] : INFO : Epoch 1634 | loss: 0.031001 | val_loss: 0.0313008 | Time: 1463.23 ms [2020-12-18 18:30:07 main:581] : INFO : Epoch 1635 | loss: 0.0309965 | val_loss: 0.0312808 | Time: 1462.83 ms [2020-12-18 18:30:08 main:581] : INFO : Epoch 1636 | loss: 0.0309973 | val_loss: 0.0312813 | Time: 1471.85 ms [2020-12-18 18:30:10 main:581] : INFO : Epoch 1637 | loss: 0.0309893 | val_loss: 0.0312879 | Time: 1460.96 ms [2020-12-18 18:30:11 main:581] : INFO : Epoch 1638 | loss: 0.0309896 | val_loss: 0.0312863 | Time: 1495.78 ms [2020-12-18 18:30:13 main:581] : INFO : Epoch 1639 | loss: 0.0309843 | val_loss: 0.0313118 | Time: 1449.91 ms [2020-12-18 18:30:14 main:581] : INFO : Epoch 1640 | loss: 0.0309956 | val_loss: 0.0312839 | Time: 1418.38 ms [2020-12-18 18:30:16 main:581] : INFO : Epoch 1641 | loss: 0.0310044 | val_loss: 0.0313178 | Time: 1460.87 ms [2020-12-18 18:30:17 main:581] : INFO : Epoch 1642 | loss: 0.0309951 | val_loss: 0.0312692 | Time: 1473.99 ms [2020-12-18 18:30:18 main:581] : INFO : Epoch 1643 | loss: 0.0310026 | val_loss: 0.0313119 | Time: 1459.64 ms [2020-12-18 18:30:20 main:581] : INFO : Epoch 1644 | loss: 0.0309991 | val_loss: 0.031298 | Time: 1425.19 ms [2020-12-18 18:30:21 main:581] : INFO : Epoch 1645 | loss: 0.0309931 | val_loss: 0.0312944 | Time: 1446.37 ms [2020-12-18 18:30:23 main:581] : INFO : Epoch 1646 | loss: 0.030989 | val_loss: 0.0312916 | Time: 1441.77 ms [2020-12-18 18:30:24 main:581] : INFO : Epoch 1647 | loss: 0.0309856 | val_loss: 0.0313152 | Time: 1445.35 ms [2020-12-18 18:30:26 main:581] : INFO : Epoch 1648 | loss: 0.0309876 | val_loss: 0.0313089 | Time: 1444.73 ms [2020-12-18 18:30:27 main:581] : INFO : Epoch 1649 | loss: 0.0309851 | val_loss: 0.0312993 | Time: 1438.34 ms [2020-12-18 18:30:29 main:581] : INFO : Epoch 1650 | loss: 0.0309829 | val_loss: 0.0312959 | Time: 1438.96 ms [2020-12-18 18:30:30 main:581] : INFO : Epoch 1651 | loss: 0.0309883 | val_loss: 0.0312733 | Time: 1435.02 ms [2020-12-18 18:30:31 main:581] : INFO : Epoch 1652 | loss: 0.0309917 | val_loss: 0.0313024 | Time: 1467.51 ms [2020-12-18 18:30:33 main:581] : INFO : Epoch 1653 | loss: 0.0309848 | val_loss: 0.0313138 | Time: 1493.63 ms [2020-12-18 18:30:34 main:581] : INFO : Epoch 1654 | loss: 0.0309866 | val_loss: 0.0312983 | Time: 1448.85 ms [2020-12-18 18:30:36 main:581] : INFO : Epoch 1655 | loss: 0.0309883 | val_loss: 0.0312842 | Time: 1478.66 ms [2020-12-18 18:30:37 main:581] : INFO : Epoch 1656 | loss: 0.0309924 | val_loss: 0.0312665 | Time: 1467.99 ms [2020-12-18 18:30:39 main:581] : INFO : Epoch 1657 | loss: 0.0309931 | val_loss: 0.0312796 | Time: 1444.81 ms [2020-12-18 18:30:40 main:581] : INFO : Epoch 1658 | loss: 0.0309893 | val_loss: 0.0313015 | Time: 1446.41 ms [2020-12-18 18:30:42 main:581] : INFO : Epoch 1659 | loss: 0.0309898 | val_loss: 0.0312874 | Time: 1454.74 ms [2020-12-18 18:30:43 main:581] : INFO : Epoch 1660 | loss: 0.0309858 | val_loss: 0.0313124 | Time: 1449.35 ms [2020-12-18 18:30:45 main:581] : INFO : Epoch 1661 | loss: 0.0309907 | val_loss: 0.0313204 | Time: 1437.65 ms [2020-12-18 18:30:46 main:581] : INFO : Epoch 1662 | loss: 0.0309903 | val_loss: 0.0312988 | Time: 1447.17 ms [2020-12-18 18:30:48 main:581] : INFO : Epoch 1663 | loss: 0.0309846 | val_loss: 0.0312855 | Time: 1490.22 ms [2020-12-18 18:30:49 main:581] : INFO : Epoch 1664 | loss: 0.0309905 | val_loss: 0.0312977 | Time: 1442.68 ms [2020-12-18 18:30:50 main:581] : INFO : Epoch 1665 | loss: 0.0309952 | val_loss: 0.031283 | Time: 1436.41 ms [2020-12-18 18:30:52 main:581] : INFO : Epoch 1666 | loss: 0.0309914 | val_loss: 0.031283 | Time: 1438.83 ms [2020-12-18 18:30:53 main:581] : INFO : Epoch 1667 | loss: 0.0309951 | val_loss: 0.0312909 | Time: 1482.13 ms [2020-12-18 18:30:55 main:581] : INFO : Epoch 1668 | loss: 0.0309873 | val_loss: 0.0312964 | Time: 1480.03 ms [2020-12-18 18:30:56 main:581] : INFO : Epoch 1669 | loss: 0.0310083 | val_loss: 0.0312942 | Time: 1467.34 ms [2020-12-18 18:30:58 main:581] : INFO : Epoch 1670 | loss: 0.0310169 | val_loss: 0.0312875 | Time: 1440.9 ms [2020-12-18 18:30:59 main:581] : INFO : Epoch 1671 | loss: 0.0309997 | val_loss: 0.0312695 | Time: 1436.87 ms [2020-12-18 18:31:01 main:581] : INFO : Epoch 1672 | loss: 0.0309924 | val_loss: 0.0312855 | Time: 1448.02 ms [2020-12-18 18:31:02 main:581] : INFO : Epoch 1673 | loss: 0.0309943 | val_loss: 0.0312803 | Time: 1463.18 ms [2020-12-18 18:31:04 main:581] : INFO : Epoch 1674 | loss: 0.0309896 | val_loss: 0.0313117 | Time: 1489.92 ms [2020-12-18 18:31:05 main:581] : INFO : Epoch 1675 | loss: 0.0309814 | val_loss: 0.0313222 | Time: 1465.33 ms [2020-12-18 18:31:06 main:581] : INFO : Epoch 1676 | loss: 0.0309922 | val_loss: 0.031307 | Time: 1465.38 ms [2020-12-18 18:31:08 main:581] : INFO : Epoch 1677 | loss: 0.0310046 | val_loss: 0.0312738 | Time: 1422.47 ms [2020-12-18 18:31:09 main:581] : INFO : Epoch 1678 | loss: 0.0310122 | val_loss: 0.0313089 | Time: 1448.74 ms [2020-12-18 18:31:11 main:581] : INFO : Epoch 1679 | loss: 0.0309928 | val_loss: 0.0312896 | Time: 1467.78 ms [2020-12-18 18:31:12 main:581] : INFO : Epoch 1680 | loss: 0.0309907 | val_loss: 0.0312999 | Time: 1469.81 ms [2020-12-18 18:31:14 main:581] : INFO : Epoch 1681 | loss: 0.0309935 | val_loss: 0.0313115 | Time: 1450.14 ms [2020-12-18 18:31:15 main:581] : INFO : Epoch 1682 | loss: 0.0309916 | val_loss: 0.0313091 | Time: 1457.92 ms [2020-12-18 18:31:17 main:581] : INFO : Epoch 1683 | loss: 0.0309946 | val_loss: 0.0312968 | Time: 1469.54 ms [2020-12-18 18:31:18 main:581] : INFO : Epoch 1684 | loss: 0.0309928 | val_loss: 0.0313221 | Time: 1471.97 ms [2020-12-18 18:31:20 main:581] : INFO : Epoch 1685 | loss: 0.0309997 | val_loss: 0.0312993 | Time: 1493.03 ms [2020-12-18 18:31:21 main:581] : INFO : Epoch 1686 | loss: 0.0310011 | val_loss: 0.031279 | Time: 1478.06 ms [2020-12-18 18:31:23 main:581] : INFO : Epoch 1687 | loss: 0.0310048 | val_loss: 0.0313105 | Time: 1476.7 ms [2020-12-18 18:31:24 main:581] : INFO : Epoch 1688 | loss: 0.030994 | val_loss: 0.0312937 | Time: 1450.07 ms [2020-12-18 18:31:25 main:581] : INFO : Epoch 1689 | loss: 0.0309956 | val_loss: 0.0312762 | Time: 1467.33 ms [2020-12-18 18:31:27 main:581] : INFO : Epoch 1690 | loss: 0.0309993 | val_loss: 0.031282 | Time: 1445.31 ms [2020-12-18 18:31:28 main:581] : INFO : Epoch 1691 | loss: 0.0309969 | val_loss: 0.0312778 | Time: 1433.58 ms [2020-12-18 18:31:30 main:581] : INFO : Epoch 1692 | loss: 0.0309917 | val_loss: 0.0313008 | Time: 1430.92 ms [2020-12-18 18:31:31 main:581] : INFO : Epoch 1693 | loss: 0.0309932 | val_loss: 0.0313364 | Time: 1415.83 ms [2020-12-18 18:31:33 main:581] : INFO : Epoch 1694 | loss: 0.0310114 | val_loss: 0.0312907 | Time: 1443.33 ms [2020-12-18 18:31:34 main:581] : INFO : Epoch 1695 | loss: 0.0310056 | val_loss: 0.0312767 | Time: 1478.81 ms [2020-12-18 18:31:36 main:581] : INFO : Epoch 1696 | loss: 0.0310033 | val_loss: 0.0312782 | Time: 1467.35 ms [2020-12-18 18:31:37 main:581] : INFO : Epoch 1697 | loss: 0.0310006 | val_loss: 0.0313177 | Time: 1443.12 ms [2020-12-18 18:31:39 main:581] : INFO : Epoch 1698 | loss: 0.0309927 | val_loss: 0.0312738 | Time: 1454.86 ms [2020-12-18 18:31:40 main:581] : INFO : Epoch 1699 | loss: 0.0309938 | val_loss: 0.0313291 | Time: 1460.99 ms [2020-12-18 18:31:41 main:581] : INFO : Epoch 1700 | loss: 0.030986 | val_loss: 0.0312933 | Time: 1454.89 ms [2020-12-18 18:31:43 main:581] : INFO : Epoch 1701 | loss: 0.0309908 | val_loss: 0.0312972 | Time: 1485.5 ms [2020-12-18 18:31:44 main:581] : INFO : Epoch 1702 | loss: 0.0309875 | val_loss: 0.0313177 | Time: 1452.55 ms [2020-12-18 18:31:46 main:581] : INFO : Epoch 1703 | loss: 0.0309891 | val_loss: 0.031293 | Time: 1475.57 ms [2020-12-18 18:31:47 main:581] : INFO : Epoch 1704 | loss: 0.0310012 | val_loss: 0.0313386 | Time: 1449.57 ms [2020-12-18 18:31:49 main:581] : INFO : Epoch 1705 | loss: 0.0310046 | val_loss: 0.0312802 | Time: 1461.11 ms [2020-12-18 18:31:50 main:581] : INFO : Epoch 1706 | loss: 0.0309912 | val_loss: 0.0312901 | Time: 1450.98 ms [2020-12-18 18:31:52 main:581] : INFO : Epoch 1707 | loss: 0.0309907 | val_loss: 0.0313031 | Time: 1424.18 ms [2020-12-18 18:31:53 main:581] : INFO : Epoch 1708 | loss: 0.0309902 | val_loss: 0.0313046 | Time: 1463.78 ms [2020-12-18 18:31:55 main:581] : INFO : Epoch 1709 | loss: 0.0309914 | val_loss: 0.0312602 | Time: 1490.54 ms [2020-12-18 18:31:56 main:581] : INFO : Epoch 1710 | loss: 0.0309997 | val_loss: 0.0312984 | Time: 1438.86 ms [2020-12-18 18:31:57 main:581] : INFO : Epoch 1711 | loss: 0.0309945 | val_loss: 0.031284 | Time: 1466.3 ms [2020-12-18 18:31:59 main:581] : INFO : Epoch 1712 | loss: 0.031001 | val_loss: 0.0313183 | Time: 1443.31 ms [2020-12-18 18:32:00 main:581] : INFO : Epoch 1713 | loss: 0.030992 | val_loss: 0.0312927 | Time: 1475.74 ms [2020-12-18 18:32:02 main:581] : INFO : Epoch 1714 | loss: 0.0309924 | val_loss: 0.0313031 | Time: 1464.98 ms [2020-12-18 18:32:03 main:581] : INFO : Epoch 1715 | loss: 0.0309932 | val_loss: 0.0312888 | Time: 1440.31 ms [2020-12-18 18:32:05 main:581] : INFO : Epoch 1716 | loss: 0.0309896 | val_loss: 0.0313107 | Time: 1460.13 ms [2020-12-18 18:32:06 main:581] : INFO : Epoch 1717 | loss: 0.0309833 | val_loss: 0.0313214 | Time: 1415.58 ms [2020-12-18 18:32:08 main:581] : INFO : Epoch 1718 | loss: 0.0309837 | val_loss: 0.0312848 | Time: 1444.55 ms [2020-12-18 18:32:09 main:581] : INFO : Epoch 1719 | loss: 0.0309844 | val_loss: 0.0312846 | Time: 1448.33 ms [2020-12-18 18:32:10 main:581] : INFO : Epoch 1720 | loss: 0.0309904 | val_loss: 0.0312915 | Time: 1401.79 ms [2020-12-18 18:32:12 main:581] : INFO : Epoch 1721 | loss: 0.0309946 | val_loss: 0.0312883 | Time: 1423.74 ms [2020-12-18 18:32:13 main:581] : INFO : Epoch 1722 | loss: 0.0309922 | val_loss: 0.0313153 | Time: 1429.34 ms [2020-12-18 18:32:15 main:581] : INFO : Epoch 1723 | loss: 0.030993 | val_loss: 0.0313106 | Time: 1432.3 ms [2020-12-18 18:32:16 main:581] : INFO : Epoch 1724 | loss: 0.0309909 | val_loss: 0.031304 | Time: 1407.45 ms [2020-12-18 18:32:18 main:581] : INFO : Epoch 1725 | loss: 0.0309977 | val_loss: 0.0313009 | Time: 1399.83 ms [2020-12-18 18:32:19 main:581] : INFO : Epoch 1726 | loss: 0.0309952 | val_loss: 0.0313212 | Time: 1400.84 ms [2020-12-18 18:32:20 main:581] : INFO : Epoch 1727 | loss: 0.0309889 | val_loss: 0.0313167 | Time: 1420.91 ms [2020-12-18 18:32:22 main:581] : INFO : Epoch 1728 | loss: 0.0309925 | val_loss: 0.0313348 | Time: 1462.5 ms [2020-12-18 18:32:23 main:581] : INFO : Epoch 1729 | loss: 0.0309983 | val_loss: 0.0313071 | Time: 1451.98 ms [2020-12-18 18:32:25 main:581] : INFO : Epoch 1730 | loss: 0.0309956 | val_loss: 0.0312967 | Time: 1481.82 ms [2020-12-18 18:32:26 main:581] : INFO : Epoch 1731 | loss: 0.0309928 | val_loss: 0.0312926 | Time: 1426.47 ms [2020-12-18 18:32:28 main:581] : INFO : Epoch 1732 | loss: 0.0309952 | val_loss: 0.0312723 | Time: 1462.58 ms [2020-12-18 18:32:29 main:581] : INFO : Epoch 1733 | loss: 0.0309951 | val_loss: 0.0313073 | Time: 1456.91 ms [2020-12-18 18:32:31 main:581] : INFO : Epoch 1734 | loss: 0.0309879 | val_loss: 0.0312967 | Time: 1445.05 ms [2020-12-18 18:32:32 main:581] : INFO : Epoch 1735 | loss: 0.0309924 | val_loss: 0.0313163 | Time: 1492.96 ms [2020-12-18 18:32:34 main:581] : INFO : Epoch 1736 | loss: 0.0309922 | val_loss: 0.0312958 | Time: 1479.01 ms [2020-12-18 18:32:35 main:581] : INFO : Epoch 1737 | loss: 0.0309984 | val_loss: 0.0312646 | Time: 1460.16 ms [2020-12-18 18:32:36 main:581] : INFO : Epoch 1738 | loss: 0.0310197 | val_loss: 0.0312797 | Time: 1472.62 ms [2020-12-18 18:32:38 main:581] : INFO : Epoch 1739 | loss: 0.0310058 | val_loss: 0.0312747 | Time: 1440.01 ms [2020-12-18 18:32:39 main:581] : INFO : Epoch 1740 | loss: 0.0309983 | val_loss: 0.0312834 | Time: 1453.11 ms [2020-12-18 18:32:41 main:581] : INFO : Epoch 1741 | loss: 0.0309921 | val_loss: 0.0312711 | Time: 1486.25 ms [2020-12-18 18:32:42 main:581] : INFO : Epoch 1742 | loss: 0.0309951 | val_loss: 0.0312854 | Time: 1470.07 ms [2020-12-18 18:32:44 main:581] : INFO : Epoch 1743 | loss: 0.0309902 | val_loss: 0.0313077 | Time: 1464.27 ms [2020-12-18 18:32:45 main:581] : INFO : Epoch 1744 | loss: 0.0309939 | val_loss: 0.0313054 | Time: 1457.38 ms [2020-12-18 18:32:47 main:581] : INFO : Epoch 1745 | loss: 0.0309906 | val_loss: 0.0312597 | Time: 1471.78 ms [2020-12-18 18:32:48 main:581] : INFO : Epoch 1746 | loss: 0.0310036 | val_loss: 0.0313092 | Time: 1443.12 ms [2020-12-18 18:32:50 main:581] : INFO : Epoch 1747 | loss: 0.030999 | val_loss: 0.0312922 | Time: 1458.26 ms [2020-12-18 18:32:51 main:581] : INFO : Epoch 1748 | loss: 0.0309894 | val_loss: 0.031316 | Time: 1449.49 ms [2020-12-18 18:32:53 main:581] : INFO : Epoch 1749 | loss: 0.0310052 | val_loss: 0.0312995 | Time: 1463.69 ms [2020-12-18 18:32:54 main:581] : INFO : Epoch 1750 | loss: 0.0309981 | val_loss: 0.0312858 | Time: 1485.02 ms [2020-12-18 18:32:55 main:581] : INFO : Epoch 1751 | loss: 0.0309904 | val_loss: 0.0312966 | Time: 1447.53 ms [2020-12-18 18:32:57 main:581] : INFO : Epoch 1752 | loss: 0.0309878 | val_loss: 0.031313 | Time: 1429.23 ms [2020-12-18 18:32:58 main:581] : INFO : Epoch 1753 | loss: 0.0309834 | val_loss: 0.0313211 | Time: 1445.12 ms [2020-12-18 18:33:00 main:581] : INFO : Epoch 1754 | loss: 0.0309839 | val_loss: 0.0312933 | Time: 1460.27 ms [2020-12-18 18:33:01 main:581] : INFO : Epoch 1755 | loss: 0.0309888 | val_loss: 0.0313014 | Time: 1458.22 ms [2020-12-18 18:33:03 main:581] : INFO : Epoch 1756 | loss: 0.0309888 | val_loss: 0.0312983 | Time: 1426.62 ms [2020-12-18 18:33:04 main:581] : INFO : Epoch 1757 | loss: 0.0309932 | val_loss: 0.0312922 | Time: 1414.8 ms [2020-12-18 18:33:06 main:581] : INFO : Epoch 1758 | loss: 0.0309934 | val_loss: 0.0312911 | Time: 1471.62 ms [2020-12-18 18:33:07 main:581] : INFO : Epoch 1759 | loss: 0.0309942 | val_loss: 0.0313085 | Time: 1442.89 ms [2020-12-18 18:33:09 main:581] : INFO : Epoch 1760 | loss: 0.0309989 | val_loss: 0.0312933 | Time: 1473.56 ms [2020-12-18 18:33:10 main:581] : INFO : Epoch 1761 | loss: 0.0309961 | val_loss: 0.0312816 | Time: 1454.79 ms [2020-12-18 18:33:11 main:581] : INFO : Epoch 1762 | loss: 0.0309956 | val_loss: 0.0312841 | Time: 1462.23 ms [2020-12-18 18:33:13 main:581] : INFO : Epoch 1763 | loss: 0.0310051 | val_loss: 0.0312943 | Time: 1449.76 ms [2020-12-18 18:33:14 main:581] : INFO : Epoch 1764 | loss: 0.0309995 | val_loss: 0.0312848 | Time: 1483.37 ms [2020-12-18 18:33:16 main:581] : INFO : Epoch 1765 | loss: 0.0309972 | val_loss: 0.0313292 | Time: 1471.6 ms [2020-12-18 18:33:17 main:581] : INFO : Epoch 1766 | loss: 0.0310017 | val_loss: 0.0312935 | Time: 1473.65 ms [2020-12-18 18:33:19 main:581] : INFO : Epoch 1767 | loss: 0.0309923 | val_loss: 0.0312866 | Time: 1451.79 ms [2020-12-18 18:33:20 main:581] : INFO : Epoch 1768 | loss: 0.0309902 | val_loss: 0.0312855 | Time: 1466.93 ms [2020-12-18 18:33:22 main:581] : INFO : Epoch 1769 | loss: 0.030989 | val_loss: 0.0313073 | Time: 1445.5 ms [2020-12-18 18:33:23 main:581] : INFO : Epoch 1770 | loss: 0.0309905 | val_loss: 0.0312969 | Time: 1481.34 ms [2020-12-18 18:33:25 main:581] : INFO : Epoch 1771 | loss: 0.0309897 | val_loss: 0.0312868 | Time: 1454.38 ms [2020-12-18 18:33:26 main:581] : INFO : Epoch 1772 | loss: 0.0309973 | val_loss: 0.0312572 | Time: 1492.5 ms [2020-12-18 18:33:28 main:581] : INFO : Epoch 1773 | loss: 0.030994 | val_loss: 0.0313119 | Time: 1467.57 ms [2020-12-18 18:33:29 main:581] : INFO : Epoch 1774 | loss: 0.0309962 | val_loss: 0.0312929 | Time: 1454.38 ms [2020-12-18 18:33:30 main:581] : INFO : Epoch 1775 | loss: 0.0310047 | val_loss: 0.0313168 | Time: 1469.57 ms [2020-12-18 18:33:32 main:581] : INFO : Epoch 1776 | loss: 0.0309988 | val_loss: 0.0312857 | Time: 1463.98 ms [2020-12-18 18:33:33 main:581] : INFO : Epoch 1777 | loss: 0.0309998 | val_loss: 0.0312945 | Time: 1452.58 ms [2020-12-18 18:33:35 main:581] : INFO : Epoch 1778 | loss: 0.0310004 | val_loss: 0.0312742 | Time: 1457.23 ms [2020-12-18 18:33:36 main:581] : INFO : Epoch 1779 | loss: 0.0310082 | val_loss: 0.0313032 | Time: 1439.49 ms [2020-12-18 18:33:38 main:581] : INFO : Epoch 1780 | loss: 0.0310039 | val_loss: 0.0313055 | Time: 1481.99 ms [2020-12-18 18:33:39 main:581] : INFO : Epoch 1781 | loss: 0.0309947 | val_loss: 0.0313004 | Time: 1454 ms [2020-12-18 18:33:41 main:581] : INFO : Epoch 1782 | loss: 0.0309918 | val_loss: 0.031269 | Time: 1467.58 ms [2020-12-18 18:33:42 main:581] : INFO : Epoch 1783 | loss: 0.0309891 | val_loss: 0.0313009 | Time: 1474.3 ms [2020-12-18 18:33:44 main:581] : INFO : Epoch 1784 | loss: 0.030991 | val_loss: 0.0313081 | Time: 1474.57 ms [2020-12-18 18:33:45 main:581] : INFO : Epoch 1785 | loss: 0.0309952 | val_loss: 0.0312833 | Time: 1494.51 ms [2020-12-18 18:33:47 main:581] : INFO : Epoch 1786 | loss: 0.0309892 | val_loss: 0.0312741 | Time: 1490.93 ms [2020-12-18 18:33:48 main:581] : INFO : Epoch 1787 | loss: 0.0309926 | val_loss: 0.0312947 | Time: 1477.73 ms [2020-12-18 18:33:50 main:581] : INFO : Epoch 1788 | loss: 0.0309959 | val_loss: 0.0313098 | Time: 1486.66 ms [2020-12-18 18:33:51 main:581] : INFO : Epoch 1789 | loss: 0.0309952 | val_loss: 0.0313278 | Time: 1492.14 ms [2020-12-18 18:33:53 main:581] : INFO : Epoch 1790 | loss: 0.0309969 | val_loss: 0.0312984 | Time: 1492.17 ms [2020-12-18 18:33:54 main:581] : INFO : Epoch 1791 | loss: 0.030982 | val_loss: 0.0313214 | Time: 1501.33 ms [2020-12-18 18:33:56 main:581] : INFO : Epoch 1792 | loss: 0.030988 | val_loss: 0.0313114 | Time: 1486.05 ms [2020-12-18 18:33:57 main:581] : INFO : Epoch 1793 | loss: 0.0309887 | val_loss: 0.0313118 | Time: 1471.2 ms [2020-12-18 18:33:58 main:581] : INFO : Epoch 1794 | loss: 0.0309894 | val_loss: 0.0313075 | Time: 1429.14 ms [2020-12-18 18:34:00 main:581] : INFO : Epoch 1795 | loss: 0.0309866 | val_loss: 0.0313011 | Time: 1456.88 ms [2020-12-18 18:34:01 main:581] : INFO : Epoch 1796 | loss: 0.0309857 | val_loss: 0.0313124 | Time: 1443.41 ms [2020-12-18 18:34:03 main:581] : INFO : Epoch 1797 | loss: 0.0309878 | val_loss: 0.0312956 | Time: 1461.08 ms [2020-12-18 18:34:04 main:581] : INFO : Epoch 1798 | loss: 0.0309887 | val_loss: 0.0312969 | Time: 1427.11 ms [2020-12-18 18:34:06 main:581] : INFO : Epoch 1799 | loss: 0.0309876 | val_loss: 0.0313054 | Time: 1440.87 ms [2020-12-18 18:34:07 main:581] : INFO : Epoch 1800 | loss: 0.0309862 | val_loss: 0.0313318 | Time: 1461.61 ms [2020-12-18 18:34:09 main:581] : INFO : Epoch 1801 | loss: 0.0309866 | val_loss: 0.0313172 | Time: 1417.85 ms [2020-12-18 18:34:10 main:581] : INFO : Epoch 1802 | loss: 0.0309842 | val_loss: 0.0313 | Time: 1437.34 ms [2020-12-18 18:34:11 main:581] : INFO : Epoch 1803 | loss: 0.0309873 | val_loss: 0.0313059 | Time: 1432.96 ms [2020-12-18 18:34:13 main:581] : INFO : Epoch 1804 | loss: 0.0309886 | val_loss: 0.0312924 | Time: 1453.74 ms [2020-12-18 18:34:14 main:581] : INFO : Epoch 1805 | loss: 0.0309939 | val_loss: 0.031299 | Time: 1455.14 ms [2020-12-18 18:34:16 main:581] : INFO : Epoch 1806 | loss: 0.0310008 | val_loss: 0.0312759 | Time: 1434.18 ms [2020-12-18 18:34:17 main:581] : INFO : Epoch 1807 | loss: 0.0310066 | val_loss: 0.0313098 | Time: 1429.31 ms [2020-12-18 18:34:19 main:581] : INFO : Epoch 1808 | loss: 0.0309889 | val_loss: 0.031287 | Time: 1468.02 ms [2020-12-18 18:34:20 main:581] : INFO : Epoch 1809 | loss: 0.0309859 | val_loss: 0.0312945 | Time: 1443.75 ms [2020-12-18 18:34:22 main:581] : INFO : Epoch 1810 | loss: 0.0309939 | val_loss: 0.0312876 | Time: 1438.92 ms [2020-12-18 18:34:23 main:581] : INFO : Epoch 1811 | loss: 0.030995 | val_loss: 0.0312964 | Time: 1491.19 ms [2020-12-18 18:34:25 main:581] : INFO : Epoch 1812 | loss: 0.0310004 | val_loss: 0.0313193 | Time: 1501.12 ms [2020-12-18 18:34:26 main:581] : INFO : Epoch 1813 | loss: 0.0309894 | val_loss: 0.0313395 | Time: 1479.78 ms [2020-12-18 18:34:28 main:581] : INFO : Epoch 1814 | loss: 0.0309976 | val_loss: 0.0312987 | Time: 1454.95 ms [2020-12-18 18:34:29 main:581] : INFO : Epoch 1815 | loss: 0.0309887 | val_loss: 0.0312909 | Time: 1475.66 ms [2020-12-18 18:34:30 main:581] : INFO : Epoch 1816 | loss: 0.0309903 | val_loss: 0.0312877 | Time: 1472.42 ms [2020-12-18 18:34:32 main:581] : INFO : Epoch 1817 | loss: 0.0309791 | val_loss: 0.0313129 | Time: 1456.13 ms [2020-12-18 18:34:33 main:581] : INFO : Epoch 1818 | loss: 0.0309919 | val_loss: 0.0312923 | Time: 1481.24 ms [2020-12-18 18:34:35 main:581] : INFO : Epoch 1819 | loss: 0.0310096 | val_loss: 0.03127 | Time: 1465.37 ms [2020-12-18 18:34:36 main:581] : INFO : Epoch 1820 | loss: 0.0310018 | val_loss: 0.0313088 | Time: 1498.77 ms [2020-12-18 18:34:38 main:581] : INFO : Epoch 1821 | loss: 0.0309904 | val_loss: 0.0313225 | Time: 1452.72 ms [2020-12-18 18:34:39 main:581] : INFO : Epoch 1822 | loss: 0.0309869 | val_loss: 0.0313267 | Time: 1432.97 ms [2020-12-18 18:34:41 main:581] : INFO : Epoch 1823 | loss: 0.030993 | val_loss: 0.0313005 | Time: 1472.82 ms [2020-12-18 18:34:42 main:581] : INFO : Epoch 1824 | loss: 0.031004 | val_loss: 0.0312891 | Time: 1464.55 ms [2020-12-18 18:34:44 main:581] : INFO : Epoch 1825 | loss: 0.03099 | val_loss: 0.0313088 | Time: 1466.14 ms [2020-12-18 18:34:45 main:581] : INFO : Epoch 1826 | loss: 0.0309963 | val_loss: 0.0312983 | Time: 1462.17 ms [2020-12-18 18:34:47 main:581] : INFO : Epoch 1827 | loss: 0.0309897 | val_loss: 0.0313004 | Time: 1412.65 ms [2020-12-18 18:34:48 main:581] : INFO : Epoch 1828 | loss: 0.0309931 | val_loss: 0.0313339 | Time: 1423.74 ms [2020-12-18 18:34:49 main:581] : INFO : Epoch 1829 | loss: 0.0309973 | val_loss: 0.0313016 | Time: 1482.67 ms [2020-12-18 18:34:51 main:581] : INFO : Epoch 1830 | loss: 0.0310008 | val_loss: 0.0312921 | Time: 1487.86 ms [2020-12-18 18:34:52 main:581] : INFO : Epoch 1831 | loss: 0.0309908 | val_loss: 0.0313026 | Time: 1468.55 ms [2020-12-18 18:34:54 main:581] : INFO : Epoch 1832 | loss: 0.0309907 | val_loss: 0.0312921 | Time: 1446.09 ms [2020-12-18 18:34:55 main:581] : INFO : Epoch 1833 | loss: 0.0309955 | val_loss: 0.0312625 | Time: 1437.62 ms [2020-12-18 18:34:57 main:581] : INFO : Epoch 1834 | loss: 0.0310059 | val_loss: 0.0313161 | Time: 1414.41 ms [2020-12-18 18:34:58 main:581] : INFO : Epoch 1835 | loss: 0.0310013 | val_loss: 0.0312695 | Time: 1435.62 ms [2020-12-18 18:35:00 main:581] : INFO : Epoch 1836 | loss: 0.0310074 | val_loss: 0.0313449 | Time: 1468.11 ms [2020-12-18 18:35:01 main:581] : INFO : Epoch 1837 | loss: 0.0310026 | val_loss: 0.0312846 | Time: 1419.63 ms [2020-12-18 18:35:02 main:581] : INFO : Epoch 1838 | loss: 0.0309901 | val_loss: 0.0313038 | Time: 1395.25 ms [2020-12-18 18:35:04 main:581] : INFO : Epoch 1839 | loss: 0.0309935 | val_loss: 0.0313058 | Time: 1451.33 ms [2020-12-18 18:35:05 main:581] : INFO : Epoch 1840 | loss: 0.0309865 | val_loss: 0.0313173 | Time: 1448.18 ms [2020-12-18 18:35:07 main:581] : INFO : Epoch 1841 | loss: 0.0309917 | val_loss: 0.0313116 | Time: 1444.29 ms [2020-12-18 18:35:08 main:581] : INFO : Epoch 1842 | loss: 0.0309991 | val_loss: 0.0312664 | Time: 1451.6 ms [2020-12-18 18:35:10 main:581] : INFO : Epoch 1843 | loss: 0.0310091 | val_loss: 0.0312797 | Time: 1456.81 ms [2020-12-18 18:35:11 main:581] : INFO : Epoch 1844 | loss: 0.0309983 | val_loss: 0.0313008 | Time: 1473.28 ms [2020-12-18 18:35:13 main:581] : INFO : Epoch 1845 | loss: 0.0309926 | val_loss: 0.0313093 | Time: 1469.78 ms [2020-12-18 18:35:14 main:581] : INFO : Epoch 1846 | loss: 0.0309944 | val_loss: 0.0313116 | Time: 1447.49 ms [2020-12-18 18:35:16 main:581] : INFO : Epoch 1847 | loss: 0.0310076 | val_loss: 0.0312715 | Time: 1476.9 ms [2020-12-18 18:35:17 main:581] : INFO : Epoch 1848 | loss: 0.0310116 | val_loss: 0.0312608 | Time: 1492.1 ms [2020-12-18 18:35:19 main:581] : INFO : Epoch 1849 | loss: 0.0309962 | val_loss: 0.0313135 | Time: 1485.63 ms [2020-12-18 18:35:20 main:581] : INFO : Epoch 1850 | loss: 0.0309843 | val_loss: 0.0312824 | Time: 1467.76 ms [2020-12-18 18:35:21 main:581] : INFO : Epoch 1851 | loss: 0.0309911 | val_loss: 0.0313024 | Time: 1473.92 ms [2020-12-18 18:35:23 main:581] : INFO : Epoch 1852 | loss: 0.0309941 | val_loss: 0.0312963 | Time: 1485.48 ms [2020-12-18 18:35:24 main:581] : INFO : Epoch 1853 | loss: 0.0309888 | val_loss: 0.0312881 | Time: 1451.64 ms [2020-12-18 18:35:26 main:581] : INFO : Epoch 1854 | loss: 0.0309937 | val_loss: 0.031294 | Time: 1449.15 ms [2020-12-18 18:35:27 main:581] : INFO : Epoch 1855 | loss: 0.0309905 | val_loss: 0.0313006 | Time: 1491 ms [2020-12-18 18:35:29 main:581] : INFO : Epoch 1856 | loss: 0.0309879 | val_loss: 0.0313099 | Time: 1478.37 ms [2020-12-18 18:35:30 main:581] : INFO : Epoch 1857 | loss: 0.0309929 | val_loss: 0.031289 | Time: 1474.95 ms [2020-12-18 18:35:32 main:581] : INFO : Epoch 1858 | loss: 0.0309958 | val_loss: 0.0312598 | Time: 1473.32 ms [2020-12-18 18:35:33 main:581] : INFO : Epoch 1859 | loss: 0.0309918 | val_loss: 0.0312945 | Time: 1456.24 ms [2020-12-18 18:35:35 main:581] : INFO : Epoch 1860 | loss: 0.0309881 | val_loss: 0.0312966 | Time: 1496.56 ms [2020-12-18 18:35:36 main:581] : INFO : Epoch 1861 | loss: 0.030992 | val_loss: 0.0313022 | Time: 1462.06 ms [2020-12-18 18:35:38 main:581] : INFO : Epoch 1862 | loss: 0.0309907 | val_loss: 0.03131 | Time: 1474.75 ms [2020-12-18 18:35:39 main:581] : INFO : Epoch 1863 | loss: 0.0309837 | val_loss: 0.0313189 | Time: 1467.86 ms [2020-12-18 18:35:41 main:581] : INFO : Epoch 1864 | loss: 0.0309823 | val_loss: 0.0313031 | Time: 1483.88 ms [2020-12-18 18:35:42 main:581] : INFO : Epoch 1865 | loss: 0.0309887 | val_loss: 0.0313046 | Time: 1468.15 ms [2020-12-18 18:35:44 main:581] : INFO : Epoch 1866 | loss: 0.0309899 | val_loss: 0.0313011 | Time: 1486.46 ms [2020-12-18 18:35:45 main:581] : INFO : Epoch 1867 | loss: 0.0309904 | val_loss: 0.0312993 | Time: 1434.61 ms [2020-12-18 18:35:46 main:581] : INFO : Epoch 1868 | loss: 0.0309985 | val_loss: 0.0312772 | Time: 1454.41 ms [2020-12-18 18:35:48 main:581] : INFO : Epoch 1869 | loss: 0.0309987 | val_loss: 0.0312773 | Time: 1462.68 ms [2020-12-18 18:35:49 main:581] : INFO : Epoch 1870 | loss: 0.0310059 | val_loss: 0.0312934 | Time: 1451.91 ms [2020-12-18 18:35:51 main:581] : INFO : Epoch 1871 | loss: 0.030999 | val_loss: 0.0312889 | Time: 1465.8 ms [2020-12-18 18:35:52 main:581] : INFO : Epoch 1872 | loss: 0.0309903 | val_loss: 0.0312906 | Time: 1460.93 ms [2020-12-18 18:35:54 main:581] : INFO : Epoch 1873 | loss: 0.0309888 | val_loss: 0.0313157 | Time: 1497.92 ms [2020-12-18 18:35:55 main:581] : INFO : Epoch 1874 | loss: 0.0309861 | val_loss: 0.0313136 | Time: 1444.9 ms [2020-12-18 18:35:57 main:581] : INFO : Epoch 1875 | loss: 0.0309895 | val_loss: 0.0312819 | Time: 1463.53 ms [2020-12-18 18:35:58 main:581] : INFO : Epoch 1876 | loss: 0.0309894 | val_loss: 0.031282 | Time: 1476.18 ms [2020-12-18 18:36:00 main:581] : INFO : Epoch 1877 | loss: 0.030991 | val_loss: 0.0313068 | Time: 1467.96 ms [2020-12-18 18:36:01 main:581] : INFO : Epoch 1878 | loss: 0.0309895 | val_loss: 0.0313089 | Time: 1481.05 ms [2020-12-18 18:36:03 main:581] : INFO : Epoch 1879 | loss: 0.0309996 | val_loss: 0.0312776 | Time: 1508.67 ms [2020-12-18 18:36:04 main:581] : INFO : Epoch 1880 | loss: 0.0309936 | val_loss: 0.0312788 | Time: 1454.66 ms [2020-12-18 18:36:06 main:581] : INFO : Epoch 1881 | loss: 0.030994 | val_loss: 0.0312787 | Time: 1473.48 ms [2020-12-18 18:36:07 main:581] : INFO : Epoch 1882 | loss: 0.0309951 | val_loss: 0.0313221 | Time: 1502.46 ms [2020-12-18 18:36:08 main:581] : INFO : Epoch 1883 | loss: 0.030986 | val_loss: 0.031304 | Time: 1433.33 ms [2020-12-18 18:36:10 main:581] : INFO : Epoch 1884 | loss: 0.0309837 | val_loss: 0.0313037 | Time: 1474.3 ms [2020-12-18 18:36:11 main:581] : INFO : Epoch 1885 | loss: 0.0309896 | val_loss: 0.0313045 | Time: 1450.73 ms [2020-12-18 18:36:13 main:581] : INFO : Epoch 1886 | loss: 0.0309825 | val_loss: 0.03129 | Time: 1441.48 ms [2020-12-18 18:36:14 main:581] : INFO : Epoch 1887 | loss: 0.0309929 | val_loss: 0.0312982 | Time: 1466.19 ms [2020-12-18 18:36:16 main:581] : INFO : Epoch 1888 | loss: 0.0309939 | val_loss: 0.0313303 | Time: 1452.37 ms [2020-12-18 18:36:17 main:581] : INFO : Epoch 1889 | loss: 0.0309969 | val_loss: 0.0312647 | Time: 1464.77 ms [2020-12-18 18:36:19 main:581] : INFO : Epoch 1890 | loss: 0.0310004 | val_loss: 0.0312818 | Time: 1458.44 ms [2020-12-18 18:36:20 main:581] : INFO : Epoch 1891 | loss: 0.0309906 | val_loss: 0.0312998 | Time: 1452.78 ms [2020-12-18 18:36:22 main:581] : INFO : Epoch 1892 | loss: 0.0309941 | val_loss: 0.0312902 | Time: 1423.5 ms [2020-12-18 18:36:23 main:581] : INFO : Epoch 1893 | loss: 0.0309966 | val_loss: 0.0312822 | Time: 1467.74 ms [2020-12-18 18:36:24 main:581] : INFO : Epoch 1894 | loss: 0.0310049 | val_loss: 0.031301 | Time: 1436.43 ms [2020-12-18 18:36:26 main:581] : INFO : Epoch 1895 | loss: 0.0310083 | val_loss: 0.0312658 | Time: 1462.39 ms [2020-12-18 18:36:27 main:581] : INFO : Epoch 1896 | loss: 0.0309939 | val_loss: 0.0312869 | Time: 1468.93 ms [2020-12-18 18:36:29 main:581] : INFO : Epoch 1897 | loss: 0.0309882 | val_loss: 0.0313054 | Time: 1472.15 ms [2020-12-18 18:36:30 main:581] : INFO : Epoch 1898 | loss: 0.0309926 | val_loss: 0.0312922 | Time: 1440.89 ms [2020-12-18 18:36:32 main:581] : INFO : Epoch 1899 | loss: 0.030999 | val_loss: 0.0313016 | Time: 1445.95 ms [2020-12-18 18:36:33 main:581] : INFO : Epoch 1900 | loss: 0.0309942 | val_loss: 0.0313038 | Time: 1458 ms [2020-12-18 18:36:35 main:581] : INFO : Epoch 1901 | loss: 0.0309937 | val_loss: 0.0313017 | Time: 1447.41 ms [2020-12-18 18:36:36 main:581] : INFO : Epoch 1902 | loss: 0.0309844 | val_loss: 0.0313077 | Time: 1457.73 ms [2020-12-18 18:36:38 main:581] : INFO : Epoch 1903 | loss: 0.0309889 | val_loss: 0.0313051 | Time: 1439.84 ms [2020-12-18 18:36:39 main:581] : INFO : Epoch 1904 | loss: 0.0309868 | val_loss: 0.0312985 | Time: 1449.46 ms [2020-12-18 18:36:40 main:581] : INFO : Epoch 1905 | loss: 0.0309876 | val_loss: 0.0313182 | Time: 1459.66 ms [2020-12-18 18:36:42 main:581] : INFO : Epoch 1906 | loss: 0.0309886 | val_loss: 0.0313103 | Time: 1515.86 ms [2020-12-18 18:36:43 main:581] : INFO : Epoch 1907 | loss: 0.030988 | val_loss: 0.0312995 | Time: 1464.96 ms [2020-12-18 18:36:45 main:581] : INFO : Epoch 1908 | loss: 0.0309843 | val_loss: 0.0313262 | Time: 1468.56 ms [2020-12-18 18:36:46 main:581] : INFO : Epoch 1909 | loss: 0.0309836 | val_loss: 0.0313064 | Time: 1463.52 ms [2020-12-18 18:36:48 main:581] : INFO : Epoch 1910 | loss: 0.0309901 | val_loss: 0.0312822 | Time: 1443.65 ms [2020-12-18 18:36:49 main:581] : INFO : Epoch 1911 | loss: 0.0309957 | val_loss: 0.031338 | Time: 1460.95 ms [2020-12-18 18:36:51 main:581] : INFO : Epoch 1912 | loss: 0.0309952 | val_loss: 0.0313319 | Time: 1466.28 ms [2020-12-18 18:36:52 main:581] : INFO : Epoch 1913 | loss: 0.0309986 | val_loss: 0.0313285 | Time: 1475.22 ms [2020-12-18 18:36:54 main:581] : INFO : Epoch 1914 | loss: 0.030986 | val_loss: 0.031312 | Time: 1480.36 ms [2020-12-18 18:36:55 main:581] : INFO : Epoch 1915 | loss: 0.0309887 | val_loss: 0.0313032 | Time: 1444.4 ms [2020-12-18 18:36:57 main:581] : INFO : Epoch 1916 | loss: 0.0309888 | val_loss: 0.0312793 | Time: 1495.82 ms [2020-12-18 18:36:58 main:581] : INFO : Epoch 1917 | loss: 0.0309899 | val_loss: 0.0312714 | Time: 1436.11 ms [2020-12-18 18:37:00 main:581] : INFO : Epoch 1918 | loss: 0.0310013 | val_loss: 0.0312503 | Time: 1441.07 ms [2020-12-18 18:37:01 main:581] : INFO : Epoch 1919 | loss: 0.0310105 | val_loss: 0.0312692 | Time: 1427.48 ms [2020-12-18 18:37:02 main:581] : INFO : Epoch 1920 | loss: 0.030996 | val_loss: 0.0313184 | Time: 1443.37 ms [2020-12-18 18:37:04 main:581] : INFO : Epoch 1921 | loss: 0.0309901 | val_loss: 0.0313244 | Time: 1444.11 ms [2020-12-18 18:37:05 main:581] : INFO : Epoch 1922 | loss: 0.0309902 | val_loss: 0.0313093 | Time: 1437.88 ms [2020-12-18 18:37:07 main:581] : INFO : Epoch 1923 | loss: 0.0310024 | val_loss: 0.031328 | Time: 1464.53 ms [2020-12-18 18:37:08 main:581] : INFO : Epoch 1924 | loss: 0.0309967 | val_loss: 0.0313042 | Time: 1460.8 ms [2020-12-18 18:37:10 main:581] : INFO : Epoch 1925 | loss: 0.0309877 | val_loss: 0.0313189 | Time: 1445.59 ms [2020-12-18 18:37:11 main:581] : INFO : Epoch 1926 | loss: 0.0309936 | val_loss: 0.0312951 | Time: 1439.59 ms [2020-12-18 18:37:13 main:581] : INFO : Epoch 1927 | loss: 0.0309922 | val_loss: 0.0313117 | Time: 1454.31 ms [2020-12-18 18:37:14 main:581] : INFO : Epoch 1928 | loss: 0.0309939 | val_loss: 0.0312789 | Time: 1471.16 ms [2020-12-18 18:37:16 main:581] : INFO : Epoch 1929 | loss: 0.0309991 | val_loss: 0.0312941 | Time: 1469.8 ms [2020-12-18 18:37:17 main:581] : INFO : Epoch 1930 | loss: 0.0309879 | val_loss: 0.0313138 | Time: 1445.79 ms [2020-12-18 18:37:18 main:581] : INFO : Epoch 1931 | loss: 0.0309862 | val_loss: 0.0313348 | Time: 1454.32 ms [2020-12-18 18:37:20 main:581] : INFO : Epoch 1932 | loss: 0.0309878 | val_loss: 0.0313178 | Time: 1502.02 ms [2020-12-18 18:37:21 main:581] : INFO : Epoch 1933 | loss: 0.0309881 | val_loss: 0.0312925 | Time: 1450.6 ms [2020-12-18 18:37:23 main:581] : INFO : Epoch 1934 | loss: 0.0309886 | val_loss: 0.0312658 | Time: 1454.39 ms [2020-12-18 18:37:24 main:581] : INFO : Epoch 1935 | loss: 0.0309906 | val_loss: 0.0313131 | Time: 1472.69 ms [2020-12-18 18:37:26 main:581] : INFO : Epoch 1936 | loss: 0.0309852 | val_loss: 0.031273 | Time: 1475.28 ms [2020-12-18 18:37:27 main:581] : INFO : Epoch 1937 | loss: 0.0309959 | val_loss: 0.0313016 | Time: 1467.85 ms [2020-12-18 18:37:29 main:581] : INFO : Epoch 1938 | loss: 0.0309905 | val_loss: 0.0312756 | Time: 1461.06 ms [2020-12-18 18:37:30 main:581] : INFO : Epoch 1939 | loss: 0.0309901 | val_loss: 0.0313006 | Time: 1457.77 ms [2020-12-18 18:37:32 main:581] : INFO : Epoch 1940 | loss: 0.0309855 | val_loss: 0.0312989 | Time: 1476.2 ms [2020-12-18 18:37:33 main:581] : INFO : Epoch 1941 | loss: 0.0309891 | val_loss: 0.0312966 | Time: 1475.04 ms [2020-12-18 18:37:35 main:581] : INFO : Epoch 1942 | loss: 0.0309908 | val_loss: 0.0313147 | Time: 1485.42 ms [2020-12-18 18:37:36 main:581] : INFO : Epoch 1943 | loss: 0.0309971 | val_loss: 0.0313171 | Time: 1480.64 ms [2020-12-18 18:37:38 main:581] : INFO : Epoch 1944 | loss: 0.0309837 | val_loss: 0.0313157 | Time: 1446.46 ms [2020-12-18 18:37:39 main:581] : INFO : Epoch 1945 | loss: 0.0309934 | val_loss: 0.0313272 | Time: 1455.74 ms [2020-12-18 18:37:40 main:581] : INFO : Epoch 1946 | loss: 0.030997 | val_loss: 0.0313148 | Time: 1457.81 ms [2020-12-18 18:37:42 main:581] : INFO : Epoch 1947 | loss: 0.0309963 | val_loss: 0.0312762 | Time: 1480.54 ms [2020-12-18 18:37:43 main:581] : INFO : Epoch 1948 | loss: 0.0310001 | val_loss: 0.0313063 | Time: 1459.96 ms [2020-12-18 18:37:45 main:581] : INFO : Epoch 1949 | loss: 0.0309969 | val_loss: 0.0312882 | Time: 1447.97 ms [2020-12-18 18:37:46 main:581] : INFO : Epoch 1950 | loss: 0.0309901 | val_loss: 0.0313298 | Time: 1441.34 ms [2020-12-18 18:37:48 main:581] : INFO : Epoch 1951 | loss: 0.0309971 | val_loss: 0.0313026 | Time: 1432.15 ms [2020-12-18 18:37:49 main:581] : INFO : Epoch 1952 | loss: 0.0309943 | val_loss: 0.031296 | Time: 1448.91 ms [2020-12-18 18:37:51 main:581] : INFO : Epoch 1953 | loss: 0.03099 | val_loss: 0.0313175 | Time: 1479.96 ms [2020-12-18 18:37:52 main:581] : INFO : Epoch 1954 | loss: 0.0309888 | val_loss: 0.0313114 | Time: 1496.23 ms [2020-12-18 18:37:54 main:581] : INFO : Epoch 1955 | loss: 0.0309864 | val_loss: 0.0312921 | Time: 1469.69 ms [2020-12-18 18:37:55 main:581] : INFO : Epoch 1956 | loss: 0.0309856 | val_loss: 0.0312831 | Time: 1469.94 ms [2020-12-18 18:37:57 main:581] : INFO : Epoch 1957 | loss: 0.0309831 | val_loss: 0.0313101 | Time: 1508 ms [2020-12-18 18:37:58 main:581] : INFO : Epoch 1958 | loss: 0.0309897 | val_loss: 0.0313087 | Time: 1469.63 ms [2020-12-18 18:38:00 main:581] : INFO : Epoch 1959 | loss: 0.0309936 | val_loss: 0.0312878 | Time: 1475.51 ms [2020-12-18 18:38:01 main:581] : INFO : Epoch 1960 | loss: 0.0309879 | val_loss: 0.0312984 | Time: 1467.52 ms [2020-12-18 18:38:02 main:581] : INFO : Epoch 1961 | loss: 0.0309907 | val_loss: 0.0313099 | Time: 1427.11 ms [2020-12-18 18:38:04 main:581] : INFO : Epoch 1962 | loss: 0.0309825 | val_loss: 0.0313171 | Time: 1477.58 ms [2020-12-18 18:38:05 main:581] : INFO : Epoch 1963 | loss: 0.0309836 | val_loss: 0.0313429 | Time: 1465.85 ms [2020-12-18 18:38:07 main:581] : INFO : Epoch 1964 | loss: 0.0309839 | val_loss: 0.0312924 | Time: 1463.71 ms [2020-12-18 18:38:08 main:581] : INFO : Epoch 1965 | loss: 0.0309899 | val_loss: 0.0312927 | Time: 1435.01 ms [2020-12-18 18:38:10 main:581] : INFO : Epoch 1966 | loss: 0.0309959 | val_loss: 0.0312942 | Time: 1467.19 ms [2020-12-18 18:38:11 main:581] : INFO : Epoch 1967 | loss: 0.0309889 | val_loss: 0.0312908 | Time: 1485.72 ms [2020-12-18 18:38:13 main:581] : INFO : Epoch 1968 | loss: 0.0309878 | val_loss: 0.0313152 | Time: 1496.66 ms [2020-12-18 18:38:14 main:581] : INFO : Epoch 1969 | loss: 0.0309955 | val_loss: 0.0313004 | Time: 1492.64 ms [2020-12-18 18:38:16 main:581] : INFO : Epoch 1970 | loss: 0.0309988 | val_loss: 0.0313318 | Time: 1471.7 ms [2020-12-18 18:38:17 main:581] : INFO : Epoch 1971 | loss: 0.0310039 | val_loss: 0.0312605 | Time: 1439.96 ms [2020-12-18 18:38:19 main:581] : INFO : Epoch 1972 | loss: 0.0310041 | val_loss: 0.0313035 | Time: 1427.03 ms [2020-12-18 18:38:20 main:581] : INFO : Epoch 1973 | loss: 0.0309886 | val_loss: 0.0312951 | Time: 1456.74 ms [2020-12-18 18:38:21 main:581] : INFO : Epoch 1974 | loss: 0.0309815 | val_loss: 0.0313018 | Time: 1469.14 ms [2020-12-18 18:38:23 main:581] : INFO : Epoch 1975 | loss: 0.0309932 | val_loss: 0.0312752 | Time: 1472.81 ms [2020-12-18 18:38:24 main:581] : INFO : Epoch 1976 | loss: 0.0309949 | val_loss: 0.0312948 | Time: 1466.24 ms [2020-12-18 18:38:26 main:581] : INFO : Epoch 1977 | loss: 0.0309852 | val_loss: 0.0312986 | Time: 1481.53 ms [2020-12-18 18:38:27 main:581] : INFO : Epoch 1978 | loss: 0.0309844 | val_loss: 0.0313214 | Time: 1440.2 ms [2020-12-18 18:38:29 main:581] : INFO : Epoch 1979 | loss: 0.0309884 | val_loss: 0.0313072 | Time: 1468.89 ms [2020-12-18 18:38:30 main:581] : INFO : Epoch 1980 | loss: 0.0309971 | val_loss: 0.0313053 | Time: 1484.77 ms [2020-12-18 18:38:32 main:581] : INFO : Epoch 1981 | loss: 0.0309899 | val_loss: 0.03129 | Time: 1468.65 ms [2020-12-18 18:38:33 main:581] : INFO : Epoch 1982 | loss: 0.0309892 | val_loss: 0.0312943 | Time: 1455.43 ms [2020-12-18 18:38:35 main:581] : INFO : Epoch 1983 | loss: 0.0309901 | val_loss: 0.0313026 | Time: 1486.55 ms [2020-12-18 18:38:36 main:581] : INFO : Epoch 1984 | loss: 0.0309931 | val_loss: 0.0312755 | Time: 1472.91 ms [2020-12-18 18:38:38 main:581] : INFO : Epoch 1985 | loss: 0.0309944 | val_loss: 0.0312923 | Time: 1451.18 ms [2020-12-18 18:38:39 main:581] : INFO : Epoch 1986 | loss: 0.0309892 | val_loss: 0.0313215 | Time: 1496.87 ms [2020-12-18 18:38:41 main:581] : INFO : Epoch 1987 | loss: 0.0309979 | val_loss: 0.031273 | Time: 1453.03 ms [2020-12-18 18:38:42 main:581] : INFO : Epoch 1988 | loss: 0.0310074 | val_loss: 0.0312861 | Time: 1463.41 ms [2020-12-18 18:38:43 main:581] : INFO : Epoch 1989 | loss: 0.0310028 | val_loss: 0.0312841 | Time: 1428.34 ms [2020-12-18 18:38:45 main:581] : INFO : Epoch 1990 | loss: 0.0309881 | val_loss: 0.0312912 | Time: 1425.48 ms [2020-12-18 18:38:46 main:581] : INFO : Epoch 1991 | loss: 0.0309865 | val_loss: 0.0312986 | Time: 1445.49 ms [2020-12-18 18:38:48 main:581] : INFO : Epoch 1992 | loss: 0.0309818 | val_loss: 0.0312879 | Time: 1454.34 ms [2020-12-18 18:38:49 main:581] : INFO : Epoch 1993 | loss: 0.0309865 | val_loss: 0.0312803 | Time: 1463.12 ms [2020-12-18 18:38:51 main:581] : INFO : Epoch 1994 | loss: 0.0310049 | val_loss: 0.0312809 | Time: 1472.66 ms [2020-12-18 18:38:52 main:581] : INFO : Epoch 1995 | loss: 0.0310045 | val_loss: 0.031288 | Time: 1472.37 ms [2020-12-18 18:38:54 main:581] : INFO : Epoch 1996 | loss: 0.0309872 | val_loss: 0.0313143 | Time: 1454.23 ms [2020-12-18 18:38:55 main:581] : INFO : Epoch 1997 | loss: 0.030986 | val_loss: 0.031293 | Time: 1459.5 ms [2020-12-18 18:38:57 main:581] : INFO : Epoch 1998 | loss: 0.0309926 | val_loss: 0.0313089 | Time: 1464.61 ms [2020-12-18 18:38:58 main:581] : INFO : Epoch 1999 | loss: 0.0309867 | val_loss: 0.0313183 | Time: 1459.12 ms [2020-12-18 18:38:59 main:581] : INFO : Epoch 2000 | loss: 0.0309862 | val_loss: 0.0313064 | Time: 1460.66 ms [2020-12-18 18:39:01 main:581] : INFO : Epoch 2001 | loss: 0.0309914 | val_loss: 0.0312878 | Time: 1461.1 ms [2020-12-18 18:39:02 main:581] : INFO : Epoch 2002 | loss: 0.0309889 | val_loss: 0.0313047 | Time: 1459.74 ms [2020-12-18 18:39:04 main:581] : INFO : Epoch 2003 | loss: 0.0309856 | val_loss: 0.0312963 | Time: 1448.68 ms [2020-12-18 18:39:05 main:581] : INFO : Epoch 2004 | loss: 0.0309906 | val_loss: 0.0313134 | Time: 1468.79 ms [2020-12-18 18:39:07 main:581] : INFO : Epoch 2005 | loss: 0.0309895 | val_loss: 0.0312864 | Time: 1443.45 ms [2020-12-18 18:39:08 main:581] : INFO : Epoch 2006 | loss: 0.030986 | val_loss: 0.0313018 | Time: 1434.52 ms [2020-12-18 18:39:10 main:581] : INFO : Epoch 2007 | loss: 0.0309854 | val_loss: 0.0313113 | Time: 1435.69 ms [2020-12-18 18:39:11 main:581] : INFO : Epoch 2008 | loss: 0.030985 | val_loss: 0.0312944 | Time: 1444.98 ms [2020-12-18 18:39:13 main:581] : INFO : Epoch 2009 | loss: 0.0309871 | val_loss: 0.0313032 | Time: 1429.98 ms [2020-12-18 18:39:14 main:581] : INFO : Epoch 2010 | loss: 0.0309846 | val_loss: 0.031312 | Time: 1460.73 ms [2020-12-18 18:39:15 main:581] : INFO : Epoch 2011 | loss: 0.0309888 | val_loss: 0.0313232 | Time: 1483.48 ms [2020-12-18 18:39:17 main:581] : INFO : Epoch 2012 | loss: 0.0309928 | val_loss: 0.031297 | Time: 1454.7 ms [2020-12-18 18:39:18 main:581] : INFO : Epoch 2013 | loss: 0.0309928 | val_loss: 0.0313197 | Time: 1441.03 ms [2020-12-18 18:39:20 main:581] : INFO : Epoch 2014 | loss: 0.0309922 | val_loss: 0.0312945 | Time: 1449.82 ms [2020-12-18 18:39:21 main:581] : INFO : Epoch 2015 | loss: 0.0309885 | val_loss: 0.031287 | Time: 1461.52 ms [2020-12-18 18:39:23 main:581] : INFO : Epoch 2016 | loss: 0.0309876 | val_loss: 0.0313081 | Time: 1453.38 ms [2020-12-18 18:39:24 main:581] : INFO : Epoch 2017 | loss: 0.0309889 | val_loss: 0.0312911 | Time: 1469.8 ms [2020-12-18 18:39:26 main:581] : INFO : Epoch 2018 | loss: 0.0309873 | val_loss: 0.0313082 | Time: 1456.09 ms [2020-12-18 18:39:27 main:581] : INFO : Epoch 2019 | loss: 0.0309941 | val_loss: 0.0312943 | Time: 1456.1 ms [2020-12-18 18:39:29 main:581] : INFO : Epoch 2020 | loss: 0.0309979 | val_loss: 0.0312888 | Time: 1466.78 ms [2020-12-18 18:39:30 main:581] : INFO : Epoch 2021 | loss: 0.0309899 | val_loss: 0.031285 | Time: 1470.44 ms [2020-12-18 18:39:32 main:581] : INFO : Epoch 2022 | loss: 0.0309935 | val_loss: 0.0313095 | Time: 1485.73 ms [2020-12-18 18:39:33 main:581] : INFO : Epoch 2023 | loss: 0.0309917 | val_loss: 0.0312984 | Time: 1463.24 ms [2020-12-18 18:39:34 main:581] : INFO : Epoch 2024 | loss: 0.0309916 | val_loss: 0.0313004 | Time: 1451.3 ms [2020-12-18 18:39:36 main:581] : INFO : Epoch 2025 | loss: 0.0309949 | val_loss: 0.0312942 | Time: 1448.8 ms [2020-12-18 18:39:37 main:581] : INFO : Epoch 2026 | loss: 0.0309916 | val_loss: 0.0312653 | Time: 1421.01 ms [2020-12-18 18:39:39 main:581] : INFO : Epoch 2027 | loss: 0.0309952 | val_loss: 0.0312958 | Time: 1402.55 ms [2020-12-18 18:39:40 main:581] : INFO : Epoch 2028 | loss: 0.0309937 | val_loss: 0.0312944 | Time: 1430.82 ms [2020-12-18 18:39:42 main:581] : INFO : Epoch 2029 | loss: 0.0309871 | val_loss: 0.0312761 | Time: 1469.77 ms [2020-12-18 18:39:43 main:581] : INFO : Epoch 2030 | loss: 0.0309932 | val_loss: 0.0312902 | Time: 1438.44 ms [2020-12-18 18:39:45 main:581] : INFO : Epoch 2031 | loss: 0.0309881 | val_loss: 0.0312765 | Time: 1449.08 ms [2020-12-18 18:39:46 main:581] : INFO : Epoch 2032 | loss: 0.0309898 | val_loss: 0.031301 | Time: 1433.9 ms [2020-12-18 18:39:47 main:581] : INFO : Epoch 2033 | loss: 0.0309872 | val_loss: 0.0312851 | Time: 1435.66 ms [2020-12-18 18:39:49 main:581] : INFO : Epoch 2034 | loss: 0.030988 | val_loss: 0.0313012 | Time: 1453.38 ms [2020-12-18 18:39:50 main:581] : INFO : Epoch 2035 | loss: 0.0309876 | val_loss: 0.0312983 | Time: 1476.49 ms [2020-12-18 18:39:52 main:581] : INFO : Epoch 2036 | loss: 0.0309985 | val_loss: 0.0312971 | Time: 1479.68 ms [2020-12-18 18:39:53 main:581] : INFO : Epoch 2037 | loss: 0.0309875 | val_loss: 0.0312918 | Time: 1471.77 ms [2020-12-18 18:39:55 main:581] : INFO : Epoch 2038 | loss: 0.0309878 | val_loss: 0.0313005 | Time: 1462.13 ms [2020-12-18 18:39:56 main:581] : INFO : Epoch 2039 | loss: 0.0309865 | val_loss: 0.0312848 | Time: 1461.85 ms [2020-12-18 18:39:58 main:581] : INFO : Epoch 2040 | loss: 0.0309915 | val_loss: 0.0312899 | Time: 1456.17 ms [2020-12-18 18:39:59 main:581] : INFO : Epoch 2041 | loss: 0.0309949 | val_loss: 0.0312706 | Time: 1434.44 ms [2020-12-18 18:40:00 main:581] : INFO : Epoch 2042 | loss: 0.0309889 | val_loss: 0.0313153 | Time: 1421.76 ms [2020-12-18 18:40:02 main:581] : INFO : Epoch 2043 | loss: 0.0309897 | val_loss: 0.0312946 | Time: 1426.98 ms [2020-12-18 18:40:03 main:581] : INFO : Epoch 2044 | loss: 0.0309864 | val_loss: 0.0312864 | Time: 1438.69 ms [2020-12-18 18:40:05 main:581] : INFO : Epoch 2045 | loss: 0.0309866 | val_loss: 0.0313202 | Time: 1455.49 ms [2020-12-18 18:40:06 main:581] : INFO : Epoch 2046 | loss: 0.0309969 | val_loss: 0.0313309 | Time: 1450.75 ms [2020-12-18 18:40:08 main:581] : INFO : Epoch 2047 | loss: 0.0309918 | val_loss: 0.0312796 | Time: 1434.84 ms [2020-12-18 18:40:09 main:581] : INFO : Epoch 2048 | loss: 0.0309948 | val_loss: 0.0312997 | Time: 1448.12 ms [2020-12-18 18:40:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312997 [2020-12-18 18:40:09 main:610] : INFO : Saving end state to config to file [2020-12-18 18:40:09 main:615] : INFO : Success, exiting.. 18:40:09 (916472): 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)