Task 7663212
| Name | ParityModified-1631731321-1233-2_1 |
| Workunit | 5242903 |
| Created | 28 Sep 2021, 1:57:19 UTC |
| Sent | 28 Sep 2021, 2:29:45 UTC |
| Report deadline | 5 Oct 2021, 2:29:45 UTC |
| Received | 28 Sep 2021, 8:25:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9269 |
| Run time | 53 min 13 sec |
| CPU time | 50 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,298.43 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : 1619.88 ms [2021-09-28 18:08:07 main:574] : INFO : Epoch 1542 | loss: 0.031196 | val_loss: 0.0312025 | Time: 1258.01 ms [2021-09-28 18:08:08 main:574] : INFO : Epoch 1543 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 1655.3 ms [2021-09-28 18:08:10 main:574] : INFO : Epoch 1544 | loss: 0.0311928 | val_loss: 0.0311994 | Time: 1377.87 ms [2021-09-28 18:08:11 main:574] : INFO : Epoch 1545 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 1458.46 ms [2021-09-28 18:08:13 main:574] : INFO : Epoch 1546 | loss: 0.0311919 | val_loss: 0.0312021 | Time: 1662.34 ms [2021-09-28 18:08:14 main:574] : INFO : Epoch 1547 | loss: 0.0311935 | val_loss: 0.0312045 | Time: 1247.7 ms [2021-09-28 18:08:16 main:574] : INFO : Epoch 1548 | loss: 0.0311939 | val_loss: 0.0312013 | Time: 1605.47 ms [2021-09-28 18:08:18 main:574] : INFO : Epoch 1549 | loss: 0.0311949 | val_loss: 0.0312052 | Time: 1651.91 ms [2021-09-28 18:08:19 main:574] : INFO : Epoch 1550 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 1602.23 ms [2021-09-28 18:08:21 main:574] : INFO : Epoch 1551 | loss: 0.0311942 | val_loss: 0.0312021 | Time: 1719.09 ms [2021-09-28 18:08:22 main:574] : INFO : Epoch 1552 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 1231.12 ms [2021-09-28 18:08:24 main:574] : INFO : Epoch 1553 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 1604.9 ms [2021-09-28 18:08:26 main:574] : INFO : Epoch 1554 | loss: 0.0311927 | val_loss: 0.0312 | Time: 1573.5 ms [2021-09-28 18:08:27 main:574] : INFO : Epoch 1555 | loss: 0.0311977 | val_loss: 0.0312203 | Time: 1350.92 ms [2021-09-28 18:08:29 main:574] : INFO : Epoch 1556 | loss: 0.0312018 | val_loss: 0.0312031 | Time: 1589.24 ms [2021-09-28 18:08:30 main:574] : INFO : Epoch 1557 | loss: 0.0311985 | val_loss: 0.0312014 | Time: 1394.48 ms [2021-09-28 18:08:32 main:574] : INFO : Epoch 1558 | loss: 0.0311949 | val_loss: 0.0312032 | Time: 1552.13 ms [2021-09-28 18:08:33 main:574] : INFO : Epoch 1559 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 1594.36 ms [2021-09-28 18:08:35 main:574] : INFO : Epoch 1560 | loss: 0.0311912 | val_loss: 0.031206 | Time: 1291.13 ms [2021-09-28 18:08:36 main:574] : INFO : Epoch 1561 | loss: 0.0311939 | val_loss: 0.0312 | Time: 1838.48 ms [2021-09-28 18:08:38 main:574] : INFO : Epoch 1562 | loss: 0.031193 | val_loss: 0.0312056 | Time: 1430.19 ms [2021-09-28 18:08:40 main:574] : INFO : Epoch 1563 | loss: 0.0311934 | val_loss: 0.0311999 | Time: 1521.9 ms [2021-09-28 18:08:41 main:574] : INFO : Epoch 1564 | loss: 0.0311927 | val_loss: 0.0312052 | Time: 1713.46 ms [2021-09-28 18:08:43 main:574] : INFO : Epoch 1565 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 1279.7 ms [2021-09-28 18:08:44 main:574] : INFO : Epoch 1566 | loss: 0.0311927 | val_loss: 0.0312055 | Time: 1706.5 ms [2021-09-28 18:08:46 main:574] : INFO : Epoch 1567 | loss: 0.0311939 | val_loss: 0.0312042 | Time: 1508.12 ms [2021-09-28 18:08:47 main:574] : INFO : Epoch 1568 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 1381.47 ms [2021-09-28 18:08:49 main:574] : INFO : Epoch 1569 | loss: 0.0311909 | val_loss: 0.0312008 | Time: 1698.95 ms [2021-09-28 18:08:50 main:574] : INFO : Epoch 1570 | loss: 0.0311915 | val_loss: 0.0312002 | Time: 1308.77 ms [2021-09-28 18:08:52 main:574] : INFO : Epoch 1571 | loss: 0.0311904 | val_loss: 0.0312003 | Time: 1550.35 ms [2021-09-28 18:08:54 main:574] : INFO : Epoch 1572 | loss: 0.0311929 | val_loss: 0.0312003 | Time: 1587.65 ms [2021-09-28 18:08:55 main:574] : INFO : Epoch 1573 | loss: 0.0311922 | val_loss: 0.0312028 | Time: 1306.4 ms [2021-09-28 18:08:57 main:574] : INFO : Epoch 1574 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 1649.7 ms [2021-09-28 18:08:58 main:574] : INFO : Epoch 1575 | loss: 0.0311911 | val_loss: 0.0312003 | Time: 1504.76 ms [2021-09-28 18:09:00 main:574] : INFO : Epoch 1576 | loss: 0.031191 | val_loss: 0.0312002 | Time: 1553.74 ms [2021-09-28 18:09:01 main:574] : INFO : Epoch 1577 | loss: 0.031191 | val_loss: 0.0312008 | Time: 1633.03 ms [2021-09-28 18:09:03 main:574] : INFO : Epoch 1578 | loss: 0.0311917 | val_loss: 0.0311991 | Time: 1333.69 ms [2021-09-28 18:09:04 main:574] : INFO : Epoch 1579 | loss: 0.031191 | val_loss: 0.0311994 | Time: 1641.65 ms [2021-09-28 18:09:06 main:574] : INFO : Epoch 1580 | loss: 0.0311911 | val_loss: 0.0312025 | Time: 1395.5 ms [2021-09-28 18:09:07 main:574] : INFO : Epoch 1581 | loss: 0.0311931 | val_loss: 0.0311994 | Time: 1483.57 ms [2021-09-28 18:09:09 main:574] : INFO : Epoch 1582 | loss: 0.0311916 | val_loss: 0.0312009 | Time: 1656.35 ms [2021-09-28 18:09:10 main:574] : INFO : Epoch 1583 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 1264 ms [2021-09-28 18:09:12 main:574] : INFO : Epoch 1584 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 1571.46 ms [2021-09-28 18:09:14 main:574] : INFO : Epoch 1585 | loss: 0.0311915 | val_loss: 0.0311984 | Time: 1492.15 ms [2021-09-28 18:09:15 main:574] : INFO : Epoch 1586 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1334.87 ms [2021-09-28 18:09:17 main:574] : INFO : Epoch 1587 | loss: 0.0311945 | val_loss: 0.0312013 | Time: 1576.28 ms [2021-09-28 18:09:19 main:574] : INFO : Epoch 1588 | loss: 0.0311946 | val_loss: 0.0311998 | Time: 1313.32 ms [2021-09-28 18:09:22 main:574] : INFO : Epoch 1589 | loss: 0.0311929 | val_loss: 0.0312 | Time: 1537.74 ms [2021-09-28 18:09:23 main:574] : INFO : Epoch 1590 | loss: 0.0311919 | val_loss: 0.0311987 | Time: 1264.92 ms [2021-09-28 18:09:25 main:574] : INFO : Epoch 1591 | loss: 0.0311911 | val_loss: 0.0312019 | Time: 1605.98 ms [2021-09-28 18:09:26 main:574] : INFO : Epoch 1592 | loss: 0.0311935 | val_loss: 0.0311991 | Time: 1426.03 ms [2021-09-28 18:09:27 main:574] : INFO : Epoch 1593 | loss: 0.0311992 | val_loss: 0.0312094 | Time: 1378.2 ms [2021-09-28 18:09:29 main:574] : INFO : Epoch 1594 | loss: 0.0311946 | val_loss: 0.0311995 | Time: 1689.4 ms [2021-09-28 18:09:31 main:574] : INFO : Epoch 1595 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 1308.21 ms [2021-09-28 18:09:32 main:574] : INFO : Epoch 1596 | loss: 0.031191 | val_loss: 0.0312008 | Time: 1570.23 ms [2021-09-28 18:09:34 main:574] : INFO : Epoch 1597 | loss: 0.0311914 | val_loss: 0.0312027 | Time: 1563.42 ms [2021-09-28 18:09:35 main:574] : INFO : Epoch 1598 | loss: 0.031191 | val_loss: 0.0312006 | Time: 1296.88 ms [2021-09-28 18:09:37 main:574] : INFO : Epoch 1599 | loss: 0.031191 | val_loss: 0.0312032 | Time: 1698.13 ms [2021-09-28 18:09:38 main:574] : INFO : Epoch 1600 | loss: 0.0311928 | val_loss: 0.0312077 | Time: 1402.29 ms [2021-09-28 18:09:40 main:574] : INFO : Epoch 1601 | loss: 0.0311935 | val_loss: 0.0312004 | Time: 1456.08 ms [2021-09-28 18:09:41 main:574] : INFO : Epoch 1602 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 1596.88 ms [2021-09-28 18:09:43 main:574] : INFO : Epoch 1603 | loss: 0.0311909 | val_loss: 0.0312008 | Time: 1293.15 ms [2021-09-28 18:09:44 main:574] : INFO : Epoch 1604 | loss: 0.0311953 | val_loss: 0.0312054 | Time: 1651.56 ms [2021-09-28 18:09:46 main:574] : INFO : Epoch 1605 | loss: 0.0311944 | val_loss: 0.0312047 | Time: 1430.59 ms [2021-09-28 18:09:47 main:574] : INFO : Epoch 1606 | loss: 0.0311929 | val_loss: 0.0312 | Time: 1387.5 ms [2021-09-28 18:09:49 main:574] : INFO : Epoch 1607 | loss: 0.0311917 | val_loss: 0.031201 | Time: 1749.12 ms [2021-09-28 18:09:51 main:574] : INFO : Epoch 1608 | loss: 0.0311909 | val_loss: 0.0312002 | Time: 1301.38 ms [2021-09-28 18:09:52 main:574] : INFO : Epoch 1609 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 1565.7 ms [2021-09-28 18:09:54 main:574] : INFO : Epoch 1610 | loss: 0.0311905 | val_loss: 0.0311982 | Time: 1553.96 ms [2021-09-28 18:09:55 main:574] : INFO : Epoch 1611 | loss: 0.0311904 | val_loss: 0.0311995 | Time: 1308.7 ms [2021-09-28 18:09:57 main:574] : INFO : Epoch 1612 | loss: 0.0311925 | val_loss: 0.0311998 | Time: 1636.32 ms [2021-09-28 18:09:58 main:574] : INFO : Epoch 1613 | loss: 0.0311914 | val_loss: 0.031206 | Time: 1386.43 ms [2021-09-28 18:10:00 main:574] : INFO : Epoch 1614 | loss: 0.0311913 | val_loss: 0.0312014 | Time: 1434.37 ms [2021-09-28 18:10:01 main:574] : INFO : Epoch 1615 | loss: 0.0311908 | val_loss: 0.0312012 | Time: 1637.67 ms [2021-09-28 18:10:03 main:574] : INFO : Epoch 1616 | loss: 0.031191 | val_loss: 0.0311994 | Time: 1324.79 ms [2021-09-28 18:10:04 main:574] : INFO : Epoch 1617 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 1610.02 ms [2021-09-28 18:10:06 main:574] : INFO : Epoch 1618 | loss: 0.0311921 | val_loss: 0.0311987 | Time: 1472.1 ms [2021-09-28 18:10:07 main:574] : INFO : Epoch 1619 | loss: 0.0311921 | val_loss: 0.031199 | Time: 1374.69 ms [2021-09-28 18:10:09 main:574] : INFO : Epoch 1620 | loss: 0.0311912 | val_loss: 0.0312008 | Time: 1720.75 ms [2021-09-28 18:10:10 main:574] : INFO : Epoch 1621 | loss: 0.0311918 | val_loss: 0.0311991 | Time: 1290.46 ms [2021-09-28 18:10:12 main:574] : INFO : Epoch 1622 | loss: 0.0311914 | val_loss: 0.0311987 | Time: 1542.75 ms [2021-09-28 18:10:14 main:574] : INFO : Epoch 1623 | loss: 0.0311907 | val_loss: 0.0312 | Time: 1578.39 ms [2021-09-28 18:10:15 main:574] : INFO : Epoch 1624 | loss: 0.03119 | val_loss: 0.0312015 | Time: 1315.93 ms [2021-09-28 18:10:17 main:574] : INFO : Epoch 1625 | loss: 0.0311902 | val_loss: 0.0312027 | Time: 1644.74 ms [2021-09-28 18:10:18 main:574] : INFO : Epoch 1626 | loss: 0.0311903 | val_loss: 0.0312001 | Time: 1412.65 ms [2021-09-28 18:10:20 main:574] : INFO : Epoch 1627 | loss: 0.0311921 | val_loss: 0.0312 | Time: 1423.52 ms [2021-09-28 18:10:21 main:574] : INFO : Epoch 1628 | loss: 0.0311922 | val_loss: 0.031199 | Time: 1572.58 ms [2021-09-28 18:10:23 main:574] : INFO : Epoch 1629 | loss: 0.0311921 | val_loss: 0.0312025 | Time: 1294.33 ms [2021-09-28 18:10:24 main:574] : INFO : Epoch 1630 | loss: 0.0311914 | val_loss: 0.0312037 | Time: 1488.28 ms [2021-09-28 18:10:26 main:574] : INFO : Epoch 1631 | loss: 0.0311933 | val_loss: 0.031203 | Time: 1572.64 ms [2021-09-28 18:10:27 main:574] : INFO : Epoch 1632 | loss: 0.0311988 | val_loss: 0.0312062 | Time: 1322.55 ms [2021-09-28 18:10:29 main:574] : INFO : Epoch 1633 | loss: 0.0311916 | val_loss: 0.031201 | Time: 1720.71 ms [2021-09-28 18:10:30 main:574] : INFO : Epoch 1634 | loss: 0.0311917 | val_loss: 0.0311987 | Time: 1440.83 ms [2021-09-28 18:10:32 main:574] : INFO : Epoch 1635 | loss: 0.0311902 | val_loss: 0.0312015 | Time: 1445.71 ms [2021-09-28 18:10:34 main:574] : INFO : Epoch 1636 | loss: 0.0311894 | val_loss: 0.0312008 | Time: 1677.45 ms [2021-09-28 18:10:35 main:574] : INFO : Epoch 1637 | loss: 0.0311934 | val_loss: 0.0312041 | Time: 1243.76 ms [2021-09-28 18:10:37 main:574] : INFO : Epoch 1638 | loss: 0.0311914 | val_loss: 0.0312036 | Time: 1621.23 ms [2021-09-28 18:10:38 main:574] : INFO : Epoch 1639 | loss: 0.0311918 | val_loss: 0.0312027 | Time: 1480.22 ms [2021-09-28 18:10:39 main:574] : INFO : Epoch 1640 | loss: 0.0311909 | val_loss: 0.0311998 | Time: 1354.76 ms [2021-09-28 18:10:41 main:574] : INFO : Epoch 1641 | loss: 0.0311914 | val_loss: 0.0312033 | Time: 1601.62 ms [2021-09-28 18:10:42 main:574] : INFO : Epoch 1642 | loss: 0.0311939 | val_loss: 0.0312038 | Time: 1357.95 ms [2021-09-28 18:10:44 main:574] : INFO : Epoch 1643 | loss: 0.0311942 | val_loss: 0.0312042 | Time: 1486.88 ms [2021-09-28 18:10:46 main:574] : INFO : Epoch 1644 | loss: 0.0311904 | val_loss: 0.0312014 | Time: 1671.4 ms [2021-09-28 18:10:47 main:574] : INFO : Epoch 1645 | loss: 0.0311895 | val_loss: 0.0312015 | Time: 1262.72 ms [2021-09-28 18:10:49 main:574] : INFO : Epoch 1646 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 1589.14 ms [2021-09-28 18:10:50 main:574] : INFO : Epoch 1647 | loss: 0.0311939 | val_loss: 0.0312024 | Time: 1544.06 ms [2021-09-28 18:10:52 main:574] : INFO : Epoch 1648 | loss: 0.0311906 | val_loss: 0.0312001 | Time: 1348.68 ms [2021-09-28 18:10:53 main:574] : INFO : Epoch 1649 | loss: 0.0311917 | val_loss: 0.0312053 | Time: 1639.18 ms [2021-09-28 18:10:55 main:574] : INFO : Epoch 1650 | loss: 0.0311917 | val_loss: 0.0311986 | Time: 1339.83 ms [2021-09-28 18:10:56 main:574] : INFO : Epoch 1651 | loss: 0.0311921 | val_loss: 0.0312011 | Time: 1475.67 ms [2021-09-28 18:10:58 main:574] : INFO : Epoch 1652 | loss: 0.0311913 | val_loss: 0.0312013 | Time: 1564.46 ms [2021-09-28 18:10:59 main:574] : INFO : Epoch 1653 | loss: 0.0311902 | val_loss: 0.0311997 | Time: 1264.36 ms [2021-09-28 18:11:01 main:574] : INFO : Epoch 1654 | loss: 0.0311899 | val_loss: 0.0312004 | Time: 1664.87 ms [2021-09-28 18:11:02 main:574] : INFO : Epoch 1655 | loss: 0.0311927 | val_loss: 0.0312056 | Time: 1442.78 ms [2021-09-28 18:11:04 main:574] : INFO : Epoch 1656 | loss: 0.0311926 | val_loss: 0.0312013 | Time: 1356.51 ms [2021-09-28 18:11:05 main:574] : INFO : Epoch 1657 | loss: 0.0311895 | val_loss: 0.0312007 | Time: 1646.58 ms [2021-09-28 18:11:07 main:574] : INFO : Epoch 1658 | loss: 0.0311891 | val_loss: 0.0312025 | Time: 1317.02 ms [2021-09-28 18:11:08 main:574] : INFO : Epoch 1659 | loss: 0.0311896 | val_loss: 0.0312003 | Time: 1581.23 ms [2021-09-28 18:11:10 main:574] : INFO : Epoch 1660 | loss: 0.0311894 | val_loss: 0.0311994 | Time: 1583.25 ms [2021-09-28 18:11:11 main:574] : INFO : Epoch 1661 | loss: 0.03119 | val_loss: 0.0312016 | Time: 1328.73 ms [2021-09-28 18:11:13 main:574] : INFO : Epoch 1662 | loss: 0.0311914 | val_loss: 0.0312091 | Time: 1614.09 ms [2021-09-28 18:11:14 main:574] : INFO : Epoch 1663 | loss: 0.0311944 | val_loss: 0.0311999 | Time: 1428.46 ms [2021-09-28 18:11:16 main:574] : INFO : Epoch 1664 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 1556.51 ms [2021-09-28 18:11:18 main:574] : INFO : Epoch 1665 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 1672.48 ms [2021-09-28 18:11:19 main:574] : INFO : Epoch 1666 | loss: 0.0311904 | val_loss: 0.0311998 | Time: 1302.98 ms [2021-09-28 18:11:21 main:574] : INFO : Epoch 1667 | loss: 0.0311891 | val_loss: 0.0311983 | Time: 1699.29 ms [2021-09-28 18:11:23 main:574] : INFO : Epoch 1668 | loss: 0.0311904 | val_loss: 0.0312 | Time: 1524.31 ms [2021-09-28 18:11:24 main:574] : INFO : Epoch 1669 | loss: 0.0311913 | val_loss: 0.0312044 | Time: 1544.29 ms [2021-09-28 18:11:26 main:574] : INFO : Epoch 1670 | loss: 0.0311903 | val_loss: 0.0312019 | Time: 1779.19 ms [2021-09-28 18:11:27 main:574] : INFO : Epoch 1671 | loss: 0.0311892 | val_loss: 0.0311994 | Time: 1337.4 ms [2021-09-28 18:11:29 main:574] : INFO : Epoch 1672 | loss: 0.0311888 | val_loss: 0.0311992 | Time: 1682.38 ms [2021-09-28 18:11:31 main:574] : INFO : Epoch 1673 | loss: 0.0311901 | val_loss: 0.0312 | Time: 1471.15 ms [2021-09-28 18:11:32 main:574] : INFO : Epoch 1674 | loss: 0.0311896 | val_loss: 0.0311995 | Time: 1489.8 ms [2021-09-28 18:11:34 main:574] : INFO : Epoch 1675 | loss: 0.0311927 | val_loss: 0.0312017 | Time: 1656.28 ms [2021-09-28 18:11:35 main:574] : INFO : Epoch 1676 | loss: 0.0311895 | val_loss: 0.031202 | Time: 1269.34 ms [2021-09-28 18:11:37 main:574] : INFO : Epoch 1677 | loss: 0.03119 | val_loss: 0.0312003 | Time: 1630.24 ms [2021-09-28 18:11:38 main:574] : INFO : Epoch 1678 | loss: 0.0311897 | val_loss: 0.0311983 | Time: 1549.05 ms [2021-09-28 18:11:40 main:574] : INFO : Epoch 1679 | loss: 0.0311901 | val_loss: 0.0311994 | Time: 1419.12 ms [2021-09-28 18:11:42 main:574] : INFO : Epoch 1680 | loss: 0.0311906 | val_loss: 0.0311983 | Time: 1768.29 ms [2021-09-28 18:11:43 main:574] : INFO : Epoch 1681 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 1336.26 ms [2021-09-28 18:11:45 main:574] : INFO : Epoch 1682 | loss: 0.0311907 | val_loss: 0.0311989 | Time: 1585.68 ms [2021-09-28 18:11:46 main:574] : INFO : Epoch 1683 | loss: 0.0311899 | val_loss: 0.0311993 | Time: 1647.98 ms [2021-09-28 18:11:48 main:574] : INFO : Epoch 1684 | loss: 0.0311917 | val_loss: 0.0312128 | Time: 1380.05 ms [2021-09-28 18:11:50 main:574] : INFO : Epoch 1685 | loss: 0.031198 | val_loss: 0.0312009 | Time: 1723.77 ms [2021-09-28 18:11:51 main:574] : INFO : Epoch 1686 | loss: 0.0311912 | val_loss: 0.0312006 | Time: 1320.35 ms [2021-09-28 18:11:53 main:574] : INFO : Epoch 1687 | loss: 0.0311895 | val_loss: 0.031202 | Time: 1631.64 ms [2021-09-28 18:11:54 main:574] : INFO : Epoch 1688 | loss: 0.0311896 | val_loss: 0.0311998 | Time: 1500.33 ms [2021-09-28 18:11:56 main:574] : INFO : Epoch 1689 | loss: 0.0311901 | val_loss: 0.0312083 | Time: 1360.47 ms [2021-09-28 18:11:57 main:574] : INFO : Epoch 1690 | loss: 0.0311937 | val_loss: 0.0312008 | Time: 1658.25 ms [2021-09-28 18:11:59 main:574] : INFO : Epoch 1691 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 1321.22 ms [2021-09-28 18:12:00 main:574] : INFO : Epoch 1692 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 1497.02 ms [2021-09-28 18:12:02 main:574] : INFO : Epoch 1693 | loss: 0.0311934 | val_loss: 0.0312052 | Time: 1614.4 ms [2021-09-28 18:12:03 main:574] : INFO : Epoch 1694 | loss: 0.0311899 | val_loss: 0.0311979 | Time: 1217.54 ms [2021-09-28 18:12:05 main:574] : INFO : Epoch 1695 | loss: 0.0311888 | val_loss: 0.0311999 | Time: 1624.04 ms [2021-09-28 18:12:06 main:574] : INFO : Epoch 1696 | loss: 0.0311892 | val_loss: 0.0312047 | Time: 1503.05 ms [2021-09-28 18:12:08 main:574] : INFO : Epoch 1697 | loss: 0.0311904 | val_loss: 0.0312043 | Time: 1343 ms [2021-09-28 18:12:09 main:574] : INFO : Epoch 1698 | loss: 0.0311899 | val_loss: 0.0311985 | Time: 1630.99 ms [2021-09-28 18:12:11 main:574] : INFO : Epoch 1699 | loss: 0.03119 | val_loss: 0.0311989 | Time: 1343.54 ms [2021-09-28 18:12:12 main:574] : INFO : Epoch 1700 | loss: 0.0311907 | val_loss: 0.0312013 | Time: 1479.04 ms [2021-09-28 18:12:14 main:574] : INFO : Epoch 1701 | loss: 0.031191 | val_loss: 0.0312 | Time: 1672.05 ms [2021-09-28 18:12:15 main:574] : INFO : Epoch 1702 | loss: 0.0311902 | val_loss: 0.0311985 | Time: 1214.66 ms [2021-09-28 18:12:17 main:574] : INFO : Epoch 1703 | loss: 0.031192 | val_loss: 0.0311987 | Time: 1581.05 ms [2021-09-28 18:12:18 main:574] : INFO : Epoch 1704 | loss: 0.0311895 | val_loss: 0.0311997 | Time: 1525.58 ms [2021-09-28 18:12:20 main:574] : INFO : Epoch 1705 | loss: 0.0311909 | val_loss: 0.0312004 | Time: 1270.12 ms [2021-09-28 18:12:21 main:574] : INFO : Epoch 1706 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 1617 ms [2021-09-28 18:12:23 main:574] : INFO : Epoch 1707 | loss: 0.0311914 | val_loss: 0.031199 | Time: 1352.13 ms [2021-09-28 18:12:24 main:574] : INFO : Epoch 1708 | loss: 0.0311893 | val_loss: 0.0311996 | Time: 1481.79 ms [2021-09-28 18:12:26 main:574] : INFO : Epoch 1709 | loss: 0.0311888 | val_loss: 0.0311989 | Time: 1638.57 ms [2021-09-28 18:12:27 main:574] : INFO : Epoch 1710 | loss: 0.0311896 | val_loss: 0.031201 | Time: 1288.38 ms [2021-09-28 18:12:29 main:574] : INFO : Epoch 1711 | loss: 0.0311915 | val_loss: 0.0311971 | Time: 1608.29 ms [2021-09-28 18:12:31 main:574] : INFO : Epoch 1712 | loss: 0.0311917 | val_loss: 0.0311984 | Time: 1545.21 ms [2021-09-28 18:12:32 main:574] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.0311982 | Time: 1334.36 ms [2021-09-28 18:12:34 main:574] : INFO : Epoch 1714 | loss: 0.0311902 | val_loss: 0.0312004 | Time: 1607.37 ms [2021-09-28 18:12:35 main:574] : INFO : Epoch 1715 | loss: 0.0311904 | val_loss: 0.0312006 | Time: 1349.81 ms [2021-09-28 18:12:36 main:574] : INFO : Epoch 1716 | loss: 0.0311901 | val_loss: 0.0312001 | Time: 1496.86 ms [2021-09-28 18:12:38 main:574] : INFO : Epoch 1717 | loss: 0.0311893 | val_loss: 0.0311986 | Time: 1648.6 ms [2021-09-28 18:12:40 main:574] : INFO : Epoch 1718 | loss: 0.0311944 | val_loss: 0.0312098 | Time: 1305.23 ms [2021-09-28 18:12:41 main:574] : INFO : Epoch 1719 | loss: 0.031192 | val_loss: 0.0312026 | Time: 1643.46 ms [2021-09-28 18:12:43 main:574] : INFO : Epoch 1720 | loss: 0.0311906 | val_loss: 0.0312033 | Time: 1399.24 ms [2021-09-28 18:12:44 main:574] : INFO : Epoch 1721 | loss: 0.03119 | val_loss: 0.0312004 | Time: 1415.46 ms [2021-09-28 18:12:46 main:574] : INFO : Epoch 1722 | loss: 0.0311907 | val_loss: 0.0311987 | Time: 1647.97 ms [2021-09-28 18:12:47 main:574] : INFO : Epoch 1723 | loss: 0.0311899 | val_loss: 0.0312011 | Time: 1262.34 ms [2021-09-28 18:12:49 main:574] : INFO : Epoch 1724 | loss: 0.0311918 | val_loss: 0.0311991 | Time: 1606.87 ms [2021-09-28 18:12:50 main:574] : INFO : Epoch 1725 | loss: 0.0311914 | val_loss: 0.0312 | Time: 1588.82 ms [2021-09-28 18:12:52 main:574] : INFO : Epoch 1726 | loss: 0.0311918 | val_loss: 0.0311996 | Time: 1262.38 ms [2021-09-28 18:12:53 main:574] : INFO : Epoch 1727 | loss: 0.0311892 | val_loss: 0.031202 | Time: 1658.78 ms [2021-09-28 18:12:55 main:574] : INFO : Epoch 1728 | loss: 0.0311902 | val_loss: 0.0312008 | Time: 1401.62 ms [2021-09-28 18:12:56 main:574] : INFO : Epoch 1729 | loss: 0.0311885 | val_loss: 0.0312002 | Time: 1434.65 ms [2021-09-28 18:12:58 main:574] : INFO : Epoch 1730 | loss: 0.0311889 | val_loss: 0.031201 | Time: 1726.49 ms [2021-09-28 18:12:59 main:574] : INFO : Epoch 1731 | loss: 0.0311883 | val_loss: 0.0311999 | Time: 1279.52 ms [2021-09-28 18:13:01 main:574] : INFO : Epoch 1732 | loss: 0.0311888 | val_loss: 0.0312019 | Time: 1629.38 ms [2021-09-28 18:13:03 main:574] : INFO : Epoch 1733 | loss: 0.0311906 | val_loss: 0.031205 | Time: 1555.31 ms [2021-09-28 18:13:04 main:574] : INFO : Epoch 1734 | loss: 0.0311918 | val_loss: 0.0312016 | Time: 1349.77 ms [2021-09-28 18:13:06 main:574] : INFO : Epoch 1735 | loss: 0.0311895 | val_loss: 0.0311991 | Time: 1654.03 ms [2021-09-28 18:13:07 main:574] : INFO : Epoch 1736 | loss: 0.0311899 | val_loss: 0.0312046 | Time: 1377.15 ms [2021-09-28 18:13:09 main:574] : INFO : Epoch 1737 | loss: 0.0311901 | val_loss: 0.0311999 | Time: 1475.39 ms [2021-09-28 18:13:10 main:574] : INFO : Epoch 1738 | loss: 0.0311893 | val_loss: 0.0312026 | Time: 1628.41 ms [2021-09-28 18:13:12 main:574] : INFO : Epoch 1739 | loss: 0.0311897 | val_loss: 0.0312014 | Time: 1346.62 ms [2021-09-28 18:13:13 main:574] : INFO : Epoch 1740 | loss: 0.0311902 | val_loss: 0.0312001 | Time: 1661.27 ms [2021-09-28 18:13:15 main:574] : INFO : Epoch 1741 | loss: 0.0311892 | val_loss: 0.0311996 | Time: 1455.29 ms [2021-09-28 18:13:16 main:574] : INFO : Epoch 1742 | loss: 0.0311912 | val_loss: 0.0311992 | Time: 1430.36 ms [2021-09-28 18:13:18 main:574] : INFO : Epoch 1743 | loss: 0.0311954 | val_loss: 0.0312122 | Time: 1666.81 ms [2021-09-28 18:13:19 main:574] : INFO : Epoch 1744 | loss: 0.0311907 | val_loss: 0.0312033 | Time: 1236.5 ms [2021-09-28 18:13:21 main:574] : INFO : Epoch 1745 | loss: 0.0311892 | val_loss: 0.0311986 | Time: 1748.53 ms [2021-09-28 18:13:23 main:574] : INFO : Epoch 1746 | loss: 0.0311893 | val_loss: 0.0312 | Time: 1492.48 ms [2021-09-28 18:13:24 main:574] : INFO : Epoch 1747 | loss: 0.0311955 | val_loss: 0.0312032 | Time: 1429.82 ms [2021-09-28 18:13:26 main:574] : INFO : Epoch 1748 | loss: 0.0311958 | val_loss: 0.0312013 | Time: 1685.03 ms [2021-09-28 18:13:27 main:574] : INFO : Epoch 1749 | loss: 0.031194 | val_loss: 0.0312016 | Time: 1261.37 ms [2021-09-28 18:13:29 main:574] : INFO : Epoch 1750 | loss: 0.0311911 | val_loss: 0.0312022 | Time: 1620.3 ms [2021-09-28 18:13:31 main:574] : INFO : Epoch 1751 | loss: 0.0311903 | val_loss: 0.0312002 | Time: 1634.69 ms [2021-09-28 18:13:32 main:574] : INFO : Epoch 1752 | loss: 0.0311908 | val_loss: 0.0312011 | Time: 1290.42 ms [2021-09-28 18:13:34 main:574] : INFO : Epoch 1753 | loss: 0.0311906 | val_loss: 0.031201 | Time: 1706.74 ms [2021-09-28 18:13:35 main:574] : INFO : Epoch 1754 | loss: 0.03119 | val_loss: 0.0311993 | Time: 1354.93 ms [2021-09-28 18:13:37 main:574] : INFO : Epoch 1755 | loss: 0.0311894 | val_loss: 0.0312048 | Time: 1477.53 ms [2021-09-28 18:13:38 main:574] : INFO : Epoch 1756 | loss: 0.0311916 | val_loss: 0.031201 | Time: 1640.38 ms [2021-09-28 18:13:40 main:574] : INFO : Epoch 1757 | loss: 0.0311907 | val_loss: 0.0312065 | Time: 1245.58 ms [2021-09-28 18:13:41 main:574] : INFO : Epoch 1758 | loss: 0.0311907 | val_loss: 0.0312132 | Time: 1606.79 ms [2021-09-28 18:13:43 main:574] : INFO : Epoch 1759 | loss: 0.0311926 | val_loss: 0.0312004 | Time: 1499.25 ms [2021-09-28 18:13:44 main:574] : INFO : Epoch 1760 | loss: 0.0311882 | val_loss: 0.0311994 | Time: 1365.7 ms [2021-09-28 18:13:46 main:574] : INFO : Epoch 1761 | loss: 0.03119 | val_loss: 0.0311989 | Time: 1687.71 ms [2021-09-28 18:13:47 main:574] : INFO : Epoch 1762 | loss: 0.0311902 | val_loss: 0.0312029 | Time: 1316.39 ms [2021-09-28 18:13:49 main:574] : INFO : Epoch 1763 | loss: 0.0311946 | val_loss: 0.0311991 | Time: 1538.24 ms [2021-09-28 18:13:50 main:574] : INFO : Epoch 1764 | loss: 0.0311892 | val_loss: 0.0311997 | Time: 1617 ms [2021-09-28 18:13:52 main:574] : INFO : Epoch 1765 | loss: 0.0311897 | val_loss: 0.0312027 | Time: 1248.82 ms [2021-09-28 18:13:53 main:574] : INFO : Epoch 1766 | loss: 0.0311899 | val_loss: 0.0312032 | Time: 1626.71 ms [2021-09-28 18:13:55 main:574] : INFO : Epoch 1767 | loss: 0.0311898 | val_loss: 0.0312003 | Time: 1495.28 ms [2021-09-28 18:13:56 main:574] : INFO : Epoch 1768 | loss: 0.0311894 | val_loss: 0.0312004 | Time: 1361.95 ms [2021-09-28 18:13:58 main:574] : INFO : Epoch 1769 | loss: 0.0311882 | val_loss: 0.0311978 | Time: 1647.64 ms [2021-09-28 18:13:59 main:574] : INFO : Epoch 1770 | loss: 0.0311882 | val_loss: 0.0312035 | Time: 1376.95 ms [2021-09-28 18:14:01 main:574] : INFO : Epoch 1771 | loss: 0.0311895 | val_loss: 0.0311989 | Time: 1645.29 ms [2021-09-28 18:14:03 main:574] : INFO : Epoch 1772 | loss: 0.0311915 | val_loss: 0.0312054 | Time: 1589.91 ms [2021-09-28 18:14:04 main:574] : INFO : Epoch 1773 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 1370.03 ms [2021-09-28 18:14:06 main:574] : INFO : Epoch 1774 | loss: 0.0311892 | val_loss: 0.0311995 | Time: 1724.45 ms [2021-09-28 18:14:07 main:574] : INFO : Epoch 1775 | loss: 0.0311918 | val_loss: 0.0312017 | Time: 1276.31 ms [2021-09-28 18:14:09 main:574] : INFO : Epoch 1776 | loss: 0.0311954 | val_loss: 0.0312055 | Time: 1622.27 ms [2021-09-28 18:14:11 main:574] : INFO : Epoch 1777 | loss: 0.0311968 | val_loss: 0.0311995 | Time: 1505.11 ms [2021-09-28 18:14:12 main:574] : INFO : Epoch 1778 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 1290.83 ms [2021-09-28 18:14:14 main:574] : INFO : Epoch 1779 | loss: 0.0311925 | val_loss: 0.0312064 | Time: 1691.4 ms [2021-09-28 18:14:15 main:574] : INFO : Epoch 1780 | loss: 0.0311914 | val_loss: 0.0311998 | Time: 1422.82 ms [2021-09-28 18:14:17 main:574] : INFO : Epoch 1781 | loss: 0.0311914 | val_loss: 0.0312039 | Time: 1483.65 ms [2021-09-28 18:14:18 main:574] : INFO : Epoch 1782 | loss: 0.0311884 | val_loss: 0.0312012 | Time: 1653.08 ms [2021-09-28 18:14:20 main:574] : INFO : Epoch 1783 | loss: 0.0311881 | val_loss: 0.0311993 | Time: 1596.48 ms [2021-09-28 18:14:22 main:574] : INFO : Epoch 1784 | loss: 0.0311895 | val_loss: 0.0312013 | Time: 1621.23 ms [2021-09-28 18:14:23 main:574] : INFO : Epoch 1785 | loss: 0.0311885 | val_loss: 0.0312001 | Time: 1415.25 ms [2021-09-28 18:14:25 main:574] : INFO : Epoch 1786 | loss: 0.0311875 | val_loss: 0.031199 | Time: 1462.54 ms [2021-09-28 18:14:26 main:574] : INFO : Epoch 1787 | loss: 0.0311888 | val_loss: 0.0311988 | Time: 1667.46 ms [2021-09-28 18:14:28 main:574] : INFO : Epoch 1788 | loss: 0.0311906 | val_loss: 0.0312012 | Time: 1266.27 ms [2021-09-28 18:14:29 main:574] : INFO : Epoch 1789 | loss: 0.0311905 | val_loss: 0.0312041 | Time: 1624.16 ms [2021-09-28 18:14:31 main:574] : INFO : Epoch 1790 | loss: 0.0311879 | val_loss: 0.0311988 | Time: 1580.21 ms [2021-09-28 18:14:32 main:574] : INFO : Epoch 1791 | loss: 0.0311875 | val_loss: 0.0311993 | Time: 1291.41 ms [2021-09-28 18:14:34 main:574] : INFO : Epoch 1792 | loss: 0.0311883 | val_loss: 0.0312033 | Time: 1652.73 ms [2021-09-28 18:14:35 main:574] : INFO : Epoch 1793 | loss: 0.031188 | val_loss: 0.0312 | Time: 1406.37 ms [2021-09-28 18:14:37 main:574] : INFO : Epoch 1794 | loss: 0.0311903 | val_loss: 0.031211 | Time: 1537.93 ms [2021-09-28 18:14:39 main:574] : INFO : Epoch 1795 | loss: 0.0311907 | val_loss: 0.0311974 | Time: 1546.38 ms [2021-09-28 18:14:40 main:574] : INFO : Epoch 1796 | loss: 0.0311896 | val_loss: 0.0312035 | Time: 1308.95 ms [2021-09-28 18:14:42 main:574] : INFO : Epoch 1797 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 1633.16 ms [2021-09-28 18:14:43 main:574] : INFO : Epoch 1798 | loss: 0.0311894 | val_loss: 0.0312026 | Time: 1472.71 ms [2021-09-28 18:14:45 main:574] : INFO : Epoch 1799 | loss: 0.0311882 | val_loss: 0.0312007 | Time: 1397.81 ms [2021-09-28 18:14:46 main:574] : INFO : Epoch 1800 | loss: 0.0311904 | val_loss: 0.0312005 | Time: 1661.76 ms [2021-09-28 18:14:48 main:574] : INFO : Epoch 1801 | loss: 0.0311925 | val_loss: 0.0312075 | Time: 1299.62 ms [2021-09-28 18:14:49 main:574] : INFO : Epoch 1802 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 1562.13 ms [2021-09-28 18:14:51 main:574] : INFO : Epoch 1803 | loss: 0.0311873 | val_loss: 0.0312018 | Time: 1556.17 ms [2021-09-28 18:14:52 main:574] : INFO : Epoch 1804 | loss: 0.0311884 | val_loss: 0.0311993 | Time: 1270.22 ms [2021-09-28 18:14:54 main:574] : INFO : Epoch 1805 | loss: 0.0311902 | val_loss: 0.0311997 | Time: 1695.97 ms [2021-09-28 18:14:55 main:574] : INFO : Epoch 1806 | loss: 0.0311902 | val_loss: 0.0312021 | Time: 1392.75 ms [2021-09-28 18:14:57 main:574] : INFO : Epoch 1807 | loss: 0.0311889 | val_loss: 0.0311988 | Time: 1434.05 ms [2021-09-28 18:14:58 main:574] : INFO : Epoch 1808 | loss: 0.0311912 | val_loss: 0.031198 | Time: 1618.64 ms [2021-09-28 18:15:00 main:574] : INFO : Epoch 1809 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 1277.71 ms [2021-09-28 18:15:01 main:574] : INFO : Epoch 1810 | loss: 0.0311871 | val_loss: 0.0311982 | Time: 1581.87 ms [2021-09-28 18:15:03 main:574] : INFO : Epoch 1811 | loss: 0.0311873 | val_loss: 0.0312 | Time: 1547.61 ms [2021-09-28 18:15:04 main:574] : INFO : Epoch 1812 | loss: 0.0311885 | val_loss: 0.0312 | Time: 1334.77 ms [2021-09-28 18:15:06 main:574] : INFO : Epoch 1813 | loss: 0.0311913 | val_loss: 0.0312034 | Time: 1656.58 ms [2021-09-28 18:15:07 main:574] : INFO : Epoch 1814 | loss: 0.0311946 | val_loss: 0.0312118 | Time: 1348.92 ms [2021-09-28 18:15:09 main:574] : INFO : Epoch 1815 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 1487.47 ms [2021-09-28 18:15:11 main:574] : INFO : Epoch 1816 | loss: 0.0311902 | val_loss: 0.0311991 | Time: 1698.69 ms [2021-09-28 18:15:12 main:574] : INFO : Epoch 1817 | loss: 0.0311889 | val_loss: 0.0311971 | Time: 1245.42 ms [2021-09-28 18:15:14 main:574] : INFO : Epoch 1818 | loss: 0.0311878 | val_loss: 0.0311994 | Time: 1655.35 ms [2021-09-28 18:15:15 main:574] : INFO : Epoch 1819 | loss: 0.0311886 | val_loss: 0.0312004 | Time: 1499.59 ms [2021-09-28 18:15:17 main:574] : INFO : Epoch 1820 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 1362.31 ms [2021-09-28 18:15:18 main:574] : INFO : Epoch 1821 | loss: 0.0311879 | val_loss: 0.0311982 | Time: 1678.45 ms [2021-09-28 18:15:20 main:574] : INFO : Epoch 1822 | loss: 0.0311883 | val_loss: 0.0312012 | Time: 1325.86 ms [2021-09-28 18:15:21 main:574] : INFO : Epoch 1823 | loss: 0.0311908 | val_loss: 0.0312061 | Time: 1523.99 ms [2021-09-28 18:15:23 main:574] : INFO : Epoch 1824 | loss: 0.0311886 | val_loss: 0.0312001 | Time: 1541.57 ms [2021-09-28 18:15:24 main:574] : INFO : Epoch 1825 | loss: 0.0311882 | val_loss: 0.0311983 | Time: 1276.89 ms [2021-09-28 18:15:26 main:574] : INFO : Epoch 1826 | loss: 0.0311877 | val_loss: 0.0312 | Time: 1649.25 ms [2021-09-28 18:15:27 main:574] : INFO : Epoch 1827 | loss: 0.0311874 | val_loss: 0.0312009 | Time: 1529.59 ms [2021-09-28 18:15:29 main:574] : INFO : Epoch 1828 | loss: 0.0311903 | val_loss: 0.031204 | Time: 1337.58 ms [2021-09-28 18:15:30 main:574] : INFO : Epoch 1829 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 1660.71 ms [2021-09-28 18:15:32 main:574] : INFO : Epoch 1830 | loss: 0.0311927 | val_loss: 0.0311986 | Time: 1234.33 ms [2021-09-28 18:15:33 main:574] : INFO : Epoch 1831 | loss: 0.0311875 | val_loss: 0.0311994 | Time: 1417.27 ms [2021-09-28 18:15:35 main:574] : INFO : Epoch 1832 | loss: 0.0311887 | val_loss: 0.0312003 | Time: 1602.22 ms [2021-09-28 18:15:36 main:574] : INFO : Epoch 1833 | loss: 0.0311876 | val_loss: 0.0311985 | Time: 1286.9 ms [2021-09-28 18:15:38 main:574] : INFO : Epoch 1834 | loss: 0.0311898 | val_loss: 0.0311969 | Time: 1634.58 ms [2021-09-28 18:15:39 main:574] : INFO : Epoch 1835 | loss: 0.031189 | val_loss: 0.0311999 | Time: 1447.33 ms [2021-09-28 18:15:41 main:574] : INFO : Epoch 1836 | loss: 0.0311881 | val_loss: 0.031203 | Time: 1380.54 ms [2021-09-28 18:15:42 main:574] : INFO : Epoch 1837 | loss: 0.0311907 | val_loss: 0.0311972 | Time: 1738.4 ms [2021-09-28 18:15:44 main:574] : INFO : Epoch 1838 | loss: 0.0311877 | val_loss: 0.0312001 | Time: 1277.55 ms [2021-09-28 18:15:45 main:574] : INFO : Epoch 1839 | loss: 0.0311892 | val_loss: 0.0311985 | Time: 1601.11 ms [2021-09-28 18:15:47 main:574] : INFO : Epoch 1840 | loss: 0.0311879 | val_loss: 0.0312004 | Time: 1570.67 ms [2021-09-28 18:15:48 main:574] : INFO : Epoch 1841 | loss: 0.0311884 | val_loss: 0.0311989 | Time: 1283.36 ms [2021-09-28 18:15:50 main:574] : INFO : Epoch 1842 | loss: 0.0311882 | val_loss: 0.0311995 | Time: 1669.81 ms [2021-09-28 18:15:52 main:574] : INFO : Epoch 1843 | loss: 0.0311872 | val_loss: 0.0311979 | Time: 1430.52 ms [2021-09-28 18:15:53 main:574] : INFO : Epoch 1844 | loss: 0.0311873 | val_loss: 0.0312032 | Time: 1455.21 ms [2021-09-28 18:15:55 main:574] : INFO : Epoch 1845 | loss: 0.0311909 | val_loss: 0.0311988 | Time: 1655.12 ms [2021-09-28 18:15:56 main:574] : INFO : Epoch 1846 | loss: 0.0311924 | val_loss: 0.0312 | Time: 1266.7 ms [2021-09-28 18:15:58 main:574] : INFO : Epoch 1847 | loss: 0.0311895 | val_loss: 0.0312009 | Time: 1564.85 ms [2021-09-28 18:15:59 main:574] : INFO : Epoch 1848 | loss: 0.0311883 | val_loss: 0.0311971 | Time: 1598.64 ms [2021-09-28 18:16:01 main:574] : INFO : Epoch 1849 | loss: 0.0311875 | val_loss: 0.0311998 | Time: 1294.38 ms [2021-09-28 18:16:02 main:574] : INFO : Epoch 1850 | loss: 0.0311868 | val_loss: 0.0311979 | Time: 1705.61 ms [2021-09-28 18:16:04 main:574] : INFO : Epoch 1851 | loss: 0.0311872 | val_loss: 0.0311986 | Time: 1400.94 ms [2021-09-28 18:16:05 main:574] : INFO : Epoch 1852 | loss: 0.0311883 | val_loss: 0.0311983 | Time: 1532.27 ms [2021-09-28 18:16:07 main:574] : INFO : Epoch 1853 | loss: 0.0311917 | val_loss: 0.0312003 | Time: 1620.98 ms [2021-09-28 18:16:08 main:574] : INFO : Epoch 1854 | loss: 0.031188 | val_loss: 0.0311984 | Time: 1255.38 ms [2021-09-28 18:16:10 main:574] : INFO : Epoch 1855 | loss: 0.0311877 | val_loss: 0.0311987 | Time: 1596.73 ms [2021-09-28 18:16:11 main:574] : INFO : Epoch 1856 | loss: 0.0311883 | val_loss: 0.0312023 | Time: 1434.9 ms [2021-09-28 18:16:13 main:574] : INFO : Epoch 1857 | loss: 0.0311869 | val_loss: 0.0312027 | Time: 1390.67 ms [2021-09-28 18:16:15 main:574] : INFO : Epoch 1858 | loss: 0.0311867 | val_loss: 0.0311992 | Time: 1644.39 ms [2021-09-28 18:16:16 main:574] : INFO : Epoch 1859 | loss: 0.0311868 | val_loss: 0.0311999 | Time: 1403.83 ms [2021-09-28 18:16:18 main:574] : INFO : Epoch 1860 | loss: 0.0311873 | val_loss: 0.0312004 | Time: 1602.72 ms [2021-09-28 18:16:19 main:574] : INFO : Epoch 1861 | loss: 0.0311898 | val_loss: 0.0312006 | Time: 1562.26 ms [2021-09-28 18:16:21 main:574] : INFO : Epoch 1862 | loss: 0.0311899 | val_loss: 0.031199 | Time: 1421.78 ms [2021-09-28 18:16:22 main:574] : INFO : Epoch 1863 | loss: 0.0311877 | val_loss: 0.0311995 | Time: 1646.42 ms [2021-09-28 18:16:24 main:574] : INFO : Epoch 1864 | loss: 0.0311887 | val_loss: 0.0312036 | Time: 1425.5 ms [2021-09-28 18:16:25 main:574] : INFO : Epoch 1865 | loss: 0.0311913 | val_loss: 0.0312025 | Time: 1551.98 ms [2021-09-28 18:16:27 main:574] : INFO : Epoch 1866 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 1594.92 ms [2021-09-28 18:16:28 main:574] : INFO : Epoch 1867 | loss: 0.0312429 | val_loss: 0.0406713 | Time: 1309.84 ms [2021-09-28 18:16:30 main:574] : INFO : Epoch 1868 | loss: 0.0381915 | val_loss: 0.0320597 | Time: 1652.25 ms [2021-09-28 18:16:31 main:574] : INFO : Epoch 1869 | loss: 0.031825 | val_loss: 0.0313659 | Time: 1418.14 ms [2021-09-28 18:16:33 main:574] : INFO : Epoch 1870 | loss: 0.0313394 | val_loss: 0.0312735 | Time: 1408.58 ms [2021-09-28 18:16:35 main:574] : INFO : Epoch 1871 | loss: 0.031261 | val_loss: 0.031249 | Time: 1668.89 ms [2021-09-28 18:16:36 main:574] : INFO : Epoch 1872 | loss: 0.0312428 | val_loss: 0.0312365 | Time: 1268.88 ms [2021-09-28 18:16:37 main:574] : INFO : Epoch 1873 | loss: 0.0312349 | val_loss: 0.0312368 | Time: 1533.45 ms [2021-09-28 18:16:39 main:574] : INFO : Epoch 1874 | loss: 0.0312339 | val_loss: 0.0312244 | Time: 1539.26 ms [2021-09-28 18:16:40 main:574] : INFO : Epoch 1875 | loss: 0.0312264 | val_loss: 0.0312198 | Time: 1248.23 ms [2021-09-28 18:16:42 main:574] : INFO : Epoch 1876 | loss: 0.0312216 | val_loss: 0.031216 | Time: 1589.9 ms [2021-09-28 18:16:44 main:574] : INFO : Epoch 1877 | loss: 0.0312192 | val_loss: 0.031214 | Time: 1546.59 ms [2021-09-28 18:16:45 main:574] : INFO : Epoch 1878 | loss: 0.0312163 | val_loss: 0.0312114 | Time: 1376.48 ms [2021-09-28 18:16:47 main:574] : INFO : Epoch 1879 | loss: 0.0312151 | val_loss: 0.0312101 | Time: 1635.13 ms [2021-09-28 18:16:48 main:574] : INFO : Epoch 1880 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1334.58 ms [2021-09-28 18:16:50 main:574] : INFO : Epoch 1881 | loss: 0.0312131 | val_loss: 0.0312087 | Time: 1539.04 ms [2021-09-28 18:16:51 main:574] : INFO : Epoch 1882 | loss: 0.031213 | val_loss: 0.0312065 | Time: 1621.64 ms [2021-09-28 18:16:53 main:574] : INFO : Epoch 1883 | loss: 0.0312095 | val_loss: 0.0312059 | Time: 1235.8 ms [2021-09-28 18:16:54 main:574] : INFO : Epoch 1884 | loss: 0.0312085 | val_loss: 0.0312055 | Time: 1627.13 ms [2021-09-28 18:16:56 main:574] : INFO : Epoch 1885 | loss: 0.0312086 | val_loss: 0.0312045 | Time: 1442.64 ms [2021-09-28 18:16:57 main:574] : INFO : Epoch 1886 | loss: 0.0312072 | val_loss: 0.0312038 | Time: 1398.86 ms [2021-09-28 18:16:59 main:574] : INFO : Epoch 1887 | loss: 0.0312062 | val_loss: 0.031204 | Time: 1623.83 ms [2021-09-28 18:17:00 main:574] : INFO : Epoch 1888 | loss: 0.0312062 | val_loss: 0.0312059 | Time: 1316.22 ms [2021-09-28 18:17:02 main:574] : INFO : Epoch 1889 | loss: 0.0312051 | val_loss: 0.0312027 | Time: 1595.74 ms [2021-09-28 18:17:03 main:574] : INFO : Epoch 1890 | loss: 0.0312048 | val_loss: 0.0312048 | Time: 1519.64 ms [2021-09-28 18:17:05 main:574] : INFO : Epoch 1891 | loss: 0.0312023 | val_loss: 0.0312005 | Time: 1253.41 ms [2021-09-28 18:17:06 main:574] : INFO : Epoch 1892 | loss: 0.031201 | val_loss: 0.0312 | Time: 1655.62 ms [2021-09-28 18:17:08 main:574] : INFO : Epoch 1893 | loss: 0.0312002 | val_loss: 0.0311982 | Time: 1371.88 ms [2021-09-28 18:17:09 main:574] : INFO : Epoch 1894 | loss: 0.0311993 | val_loss: 0.0311979 | Time: 1461.93 ms [2021-09-28 18:17:11 main:574] : INFO : Epoch 1895 | loss: 0.0311992 | val_loss: 0.0311981 | Time: 1685.38 ms [2021-09-28 18:17:12 main:574] : INFO : Epoch 1896 | loss: 0.0311996 | val_loss: 0.0311971 | Time: 1289.3 ms [2021-09-28 18:17:14 main:574] : INFO : Epoch 1897 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 1593.57 ms [2021-09-28 18:17:15 main:574] : INFO : Epoch 1898 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 1498.54 ms [2021-09-28 18:17:17 main:574] : INFO : Epoch 1899 | loss: 0.0311972 | val_loss: 0.0311971 | Time: 1311 ms [2021-09-28 18:17:19 main:574] : INFO : Epoch 1900 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 1657.62 ms [2021-09-28 18:17:20 main:574] : INFO : Epoch 1901 | loss: 0.0311967 | val_loss: 0.0311957 | Time: 1399.46 ms [2021-09-28 18:17:21 main:574] : INFO : Epoch 1902 | loss: 0.0311963 | val_loss: 0.0312 | Time: 1481.81 ms [2021-09-28 18:17:23 main:574] : INFO : Epoch 1903 | loss: 0.0311986 | val_loss: 0.031199 | Time: 1649.03 ms [2021-09-28 18:17:24 main:574] : INFO : Epoch 1904 | loss: 0.031198 | val_loss: 0.0311957 | Time: 1255.23 ms [2021-09-28 18:17:26 main:574] : INFO : Epoch 1905 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 1580.03 ms [2021-09-28 18:17:28 main:574] : INFO : Epoch 1906 | loss: 0.031196 | val_loss: 0.031195 | Time: 1495.4 ms [2021-09-28 18:17:29 main:574] : INFO : Epoch 1907 | loss: 0.0311963 | val_loss: 0.0311967 | Time: 1327.5 ms [2021-09-28 18:17:31 main:574] : INFO : Epoch 1908 | loss: 0.0311983 | val_loss: 0.0312 | Time: 1636.51 ms [2021-09-28 18:17:32 main:574] : INFO : Epoch 1909 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 1329.09 ms [2021-09-28 18:17:34 main:574] : INFO : Epoch 1910 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 1482.66 ms [2021-09-28 18:17:35 main:574] : INFO : Epoch 1911 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 1558.99 ms [2021-09-28 18:17:37 main:574] : INFO : Epoch 1912 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 1285.89 ms [2021-09-28 18:17:38 main:574] : INFO : Epoch 1913 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 1640.14 ms [2021-09-28 18:17:40 main:574] : INFO : Epoch 1914 | loss: 0.0311959 | val_loss: 0.0311975 | Time: 1472.67 ms [2021-09-28 18:17:41 main:574] : INFO : Epoch 1915 | loss: 0.0311974 | val_loss: 0.0311963 | Time: 1319.8 ms [2021-09-28 18:17:43 main:574] : INFO : Epoch 1916 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 1671.2 ms [2021-09-28 18:17:44 main:574] : INFO : Epoch 1917 | loss: 0.0311946 | val_loss: 0.031197 | Time: 1343.41 ms [2021-09-28 18:17:46 main:574] : INFO : Epoch 1918 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 1513.56 ms [2021-09-28 18:17:47 main:574] : INFO : Epoch 1919 | loss: 0.0311981 | val_loss: 0.031203 | Time: 1556.48 ms [2021-09-28 18:17:49 main:574] : INFO : Epoch 1920 | loss: 0.0311956 | val_loss: 0.0311978 | Time: 1229.65 ms [2021-09-28 18:17:50 main:574] : INFO : Epoch 1921 | loss: 0.0311942 | val_loss: 0.0311956 | Time: 1628.66 ms [2021-09-28 18:17:52 main:574] : INFO : Epoch 1922 | loss: 0.0311932 | val_loss: 0.0311953 | Time: 1474.39 ms [2021-09-28 18:17:53 main:574] : INFO : Epoch 1923 | loss: 0.031193 | val_loss: 0.0311959 | Time: 1296.55 ms [2021-09-28 18:17:55 main:574] : INFO : Epoch 1924 | loss: 0.0311931 | val_loss: 0.0311956 | Time: 1662.73 ms [2021-09-28 18:17:56 main:574] : INFO : Epoch 1925 | loss: 0.0311931 | val_loss: 0.031196 | Time: 1309.45 ms [2021-09-28 18:17:58 main:574] : INFO : Epoch 1926 | loss: 0.0311946 | val_loss: 0.0311955 | Time: 1550.43 ms [2021-09-28 18:17:59 main:574] : INFO : Epoch 1927 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 1595.95 ms [2021-09-28 18:18:01 main:574] : INFO : Epoch 1928 | loss: 0.031193 | val_loss: 0.0311966 | Time: 1282.19 ms [2021-09-28 18:18:02 main:574] : INFO : Epoch 1929 | loss: 0.0311933 | val_loss: 0.0311979 | Time: 1628.91 ms [2021-09-28 18:18:04 main:574] : INFO : Epoch 1930 | loss: 0.0311943 | val_loss: 0.0311954 | Time: 1432.62 ms [2021-09-28 18:18:05 main:574] : INFO : Epoch 1931 | loss: 0.0311933 | val_loss: 0.0311962 | Time: 1418.63 ms [2021-09-28 18:18:07 main:574] : INFO : Epoch 1932 | loss: 0.0311936 | val_loss: 0.031196 | Time: 1655.26 ms [2021-09-28 18:18:08 main:574] : INFO : Epoch 1933 | loss: 0.0311935 | val_loss: 0.031195 | Time: 1275.63 ms [2021-09-28 18:18:10 main:574] : INFO : Epoch 1934 | loss: 0.0311931 | val_loss: 0.0311964 | Time: 1533.77 ms [2021-09-28 18:18:12 main:574] : INFO : Epoch 1935 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 1635.56 ms [2021-09-28 18:18:13 main:574] : INFO : Epoch 1936 | loss: 0.0311947 | val_loss: 0.0311963 | Time: 1256.64 ms [2021-09-28 18:18:14 main:574] : INFO : Epoch 1937 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 1659.84 ms [2021-09-28 18:18:16 main:574] : INFO : Epoch 1938 | loss: 0.0311931 | val_loss: 0.0311953 | Time: 1450.7 ms [2021-09-28 18:18:17 main:574] : INFO : Epoch 1939 | loss: 0.0311927 | val_loss: 0.0312003 | Time: 1391.31 ms [2021-09-28 18:18:19 main:574] : INFO : Epoch 1940 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 1696.14 ms [2021-09-28 18:18:21 main:574] : INFO : Epoch 1941 | loss: 0.0311926 | val_loss: 0.0311954 | Time: 1337.07 ms [2021-09-28 18:18:22 main:574] : INFO : Epoch 1942 | loss: 0.0311928 | val_loss: 0.0311966 | Time: 1575.08 ms [2021-09-28 18:18:24 main:574] : INFO : Epoch 1943 | loss: 0.0311923 | val_loss: 0.0311957 | Time: 1580.99 ms [2021-09-28 18:18:25 main:574] : INFO : Epoch 1944 | loss: 0.0311926 | val_loss: 0.0311955 | Time: 1255.88 ms [2021-09-28 18:18:27 main:574] : INFO : Epoch 1945 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 1701.96 ms [2021-09-28 18:18:28 main:574] : INFO : Epoch 1946 | loss: 0.0311917 | val_loss: 0.0311951 | Time: 1475.79 ms [2021-09-28 18:18:30 main:574] : INFO : Epoch 1947 | loss: 0.031192 | val_loss: 0.031195 | Time: 1523.27 ms [2021-09-28 18:18:31 main:574] : INFO : Epoch 1948 | loss: 0.0311917 | val_loss: 0.0311958 | Time: 1546.42 ms [2021-09-28 18:18:33 main:574] : INFO : Epoch 1949 | loss: 0.0311942 | val_loss: 0.0312019 | Time: 1203.01 ms [2021-09-28 18:18:34 main:574] : INFO : Epoch 1950 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 1528.83 ms [2021-09-28 18:18:36 main:574] : INFO : Epoch 1951 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 1509.45 ms [2021-09-28 18:18:37 main:574] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 1324.22 ms [2021-09-28 18:18:39 main:574] : INFO : Epoch 1953 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 1675.61 ms [2021-09-28 18:18:40 main:574] : INFO : Epoch 1954 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 1326.77 ms [2021-09-28 18:18:42 main:574] : INFO : Epoch 1955 | loss: 0.0311916 | val_loss: 0.0311951 | Time: 1480.81 ms [2021-09-28 18:18:43 main:574] : INFO : Epoch 1956 | loss: 0.0311913 | val_loss: 0.0311974 | Time: 1609.12 ms [2021-09-28 18:18:45 main:574] : INFO : Epoch 1957 | loss: 0.0311919 | val_loss: 0.0311959 | Time: 1216.77 ms [2021-09-28 18:18:46 main:574] : INFO : Epoch 1958 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 1626.78 ms [2021-09-28 18:18:48 main:574] : INFO : Epoch 1959 | loss: 0.0311927 | val_loss: 0.0311948 | Time: 1462.07 ms [2021-09-28 18:18:49 main:574] : INFO : Epoch 1960 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 1293.16 ms [2021-09-28 18:18:51 main:574] : INFO : Epoch 1961 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 1630.19 ms [2021-09-28 18:18:52 main:574] : INFO : Epoch 1962 | loss: 0.031192 | val_loss: 0.0311967 | Time: 1401.21 ms [2021-09-28 18:18:54 main:574] : INFO : Epoch 1963 | loss: 0.031192 | val_loss: 0.0311973 | Time: 1513.05 ms [2021-09-28 18:18:55 main:574] : INFO : Epoch 1964 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1639.81 ms [2021-09-28 18:18:57 main:574] : INFO : Epoch 1965 | loss: 0.0311916 | val_loss: 0.0311958 | Time: 1278.02 ms [2021-09-28 18:18:58 main:574] : INFO : Epoch 1966 | loss: 0.0311912 | val_loss: 0.0311956 | Time: 1650.93 ms [2021-09-28 18:19:00 main:574] : INFO : Epoch 1967 | loss: 0.0311909 | val_loss: 0.0311956 | Time: 1473.86 ms [2021-09-28 18:19:01 main:574] : INFO : Epoch 1968 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 1379.61 ms [2021-09-28 18:19:03 main:574] : INFO : Epoch 1969 | loss: 0.031191 | val_loss: 0.0311979 | Time: 1599.23 ms [2021-09-28 18:19:04 main:574] : INFO : Epoch 1970 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 1359.22 ms [2021-09-28 18:19:06 main:574] : INFO : Epoch 1971 | loss: 0.0311917 | val_loss: 0.0311966 | Time: 1558.75 ms [2021-09-28 18:19:08 main:574] : INFO : Epoch 1972 | loss: 0.031193 | val_loss: 0.0312032 | Time: 1601.03 ms [2021-09-28 18:19:09 main:574] : INFO : Epoch 1973 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 1256.91 ms [2021-09-28 18:19:11 main:574] : INFO : Epoch 1974 | loss: 0.0311916 | val_loss: 0.0311967 | Time: 1603.9 ms [2021-09-28 18:19:12 main:574] : INFO : Epoch 1975 | loss: 0.0311913 | val_loss: 0.0311956 | Time: 1501.65 ms [2021-09-28 18:19:14 main:574] : INFO : Epoch 1976 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1353.83 ms [2021-09-28 18:19:15 main:574] : INFO : Epoch 1977 | loss: 0.0311913 | val_loss: 0.0311953 | Time: 1578.22 ms [2021-09-28 18:19:17 main:574] : INFO : Epoch 1978 | loss: 0.0311913 | val_loss: 0.0311959 | Time: 1352.74 ms [2021-09-28 18:19:18 main:574] : INFO : Epoch 1979 | loss: 0.0311917 | val_loss: 0.0311958 | Time: 1499.72 ms [2021-09-28 18:19:20 main:574] : INFO : Epoch 1980 | loss: 0.0311913 | val_loss: 0.031196 | Time: 1580.94 ms [2021-09-28 18:19:21 main:574] : INFO : Epoch 1981 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 1206.51 ms [2021-09-28 18:19:23 main:574] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0311966 | Time: 1633.17 ms [2021-09-28 18:19:24 main:574] : INFO : Epoch 1983 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1395.71 ms [2021-09-28 18:19:25 main:574] : INFO : Epoch 1984 | loss: 0.031191 | val_loss: 0.0311949 | Time: 1390.65 ms [2021-09-28 18:19:27 main:574] : INFO : Epoch 1985 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 1575.47 ms [2021-09-28 18:19:28 main:574] : INFO : Epoch 1986 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 1320.06 ms [2021-09-28 18:19:30 main:574] : INFO : Epoch 1987 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 1544.05 ms [2021-09-28 18:19:32 main:574] : INFO : Epoch 1988 | loss: 0.0311907 | val_loss: 0.0311956 | Time: 1593.67 ms [2021-09-28 18:19:33 main:574] : INFO : Epoch 1989 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 1242.34 ms [2021-09-28 18:19:35 main:574] : INFO : Epoch 1990 | loss: 0.0311911 | val_loss: 0.0311951 | Time: 1697.14 ms [2021-09-28 18:19:36 main:574] : INFO : Epoch 1991 | loss: 0.0311927 | val_loss: 0.0311963 | Time: 1487.91 ms [2021-09-28 18:19:38 main:574] : INFO : Epoch 1992 | loss: 0.031191 | val_loss: 0.0311946 | Time: 1371.45 ms [2021-09-28 18:19:39 main:574] : INFO : Epoch 1993 | loss: 0.0311908 | val_loss: 0.031195 | Time: 1601.48 ms [2021-09-28 18:19:41 main:574] : INFO : Epoch 1994 | loss: 0.0311902 | val_loss: 0.0311947 | Time: 1350.7 ms [2021-09-28 18:19:42 main:574] : INFO : Epoch 1995 | loss: 0.0311912 | val_loss: 0.0311956 | Time: 1488.34 ms [2021-09-28 18:19:44 main:574] : INFO : Epoch 1996 | loss: 0.0311906 | val_loss: 0.031195 | Time: 1659.46 ms [2021-09-28 18:19:45 main:574] : INFO : Epoch 1997 | loss: 0.0311901 | val_loss: 0.0311946 | Time: 1232.83 ms [2021-09-28 18:19:47 main:574] : INFO : Epoch 1998 | loss: 0.0311905 | val_loss: 0.0311951 | Time: 1590.44 ms [2021-09-28 18:19:48 main:574] : INFO : Epoch 1999 | loss: 0.0311908 | val_loss: 0.0311949 | Time: 1519.92 ms [2021-09-28 18:19:50 main:574] : INFO : Epoch 2000 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 1319.41 ms [2021-09-28 18:19:51 main:574] : INFO : Epoch 2001 | loss: 0.0311922 | val_loss: 0.031196 | Time: 1634.2 ms [2021-09-28 18:19:53 main:574] : INFO : Epoch 2002 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 1361.26 ms [2021-09-28 18:19:54 main:574] : INFO : Epoch 2003 | loss: 0.0311907 | val_loss: 0.0311961 | Time: 1410.92 ms [2021-09-28 18:19:56 main:574] : INFO : Epoch 2004 | loss: 0.0311902 | val_loss: 0.0311945 | Time: 1621.11 ms [2021-09-28 18:19:57 main:574] : INFO : Epoch 2005 | loss: 0.0311901 | val_loss: 0.0311949 | Time: 1283.38 ms [2021-09-28 18:19:59 main:574] : INFO : Epoch 2006 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 1633.21 ms [2021-09-28 18:20:00 main:574] : INFO : Epoch 2007 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 1467.99 ms [2021-09-28 18:20:02 main:574] : INFO : Epoch 2008 | loss: 0.0311903 | val_loss: 0.0311956 | Time: 1458.18 ms [2021-09-28 18:20:04 main:574] : INFO : Epoch 2009 | loss: 0.0311904 | val_loss: 0.0311961 | Time: 1676.91 ms [2021-09-28 18:20:05 main:574] : INFO : Epoch 2010 | loss: 0.0311908 | val_loss: 0.0311953 | Time: 1338.49 ms [2021-09-28 18:20:06 main:574] : INFO : Epoch 2011 | loss: 0.0311908 | val_loss: 0.0311957 | Time: 1479.06 ms [2021-09-28 18:20:08 main:574] : INFO : Epoch 2012 | loss: 0.03119 | val_loss: 0.0311961 | Time: 1594.28 ms [2021-09-28 18:20:10 main:574] : INFO : Epoch 2013 | loss: 0.03119 | val_loss: 0.0311982 | Time: 1281.01 ms [2021-09-28 18:20:12 main:574] : INFO : Epoch 2014 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 1618.88 ms [2021-09-28 18:20:13 main:574] : INFO : Epoch 2015 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 1261.36 ms [2021-09-28 18:20:15 main:574] : INFO : Epoch 2016 | loss: 0.0311899 | val_loss: 0.0311958 | Time: 1672.79 ms [2021-09-28 18:20:17 main:574] : INFO : Epoch 2017 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 1545.62 ms [2021-09-28 18:20:18 main:574] : INFO : Epoch 2018 | loss: 0.0311897 | val_loss: 0.0311952 | Time: 1331.91 ms [2021-09-28 18:20:20 main:574] : INFO : Epoch 2019 | loss: 0.0311897 | val_loss: 0.031195 | Time: 1652.11 ms [2021-09-28 18:20:21 main:574] : INFO : Epoch 2020 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 1388.46 ms [2021-09-28 18:20:23 main:574] : INFO : Epoch 2021 | loss: 0.0311909 | val_loss: 0.0311957 | Time: 1435.91 ms [2021-09-28 18:20:24 main:574] : INFO : Epoch 2022 | loss: 0.0311903 | val_loss: 0.0311962 | Time: 1614.1 ms [2021-09-28 18:20:26 main:574] : INFO : Epoch 2023 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 1256.03 ms [2021-09-28 18:20:27 main:574] : INFO : Epoch 2024 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 1648.89 ms [2021-09-28 18:20:29 main:574] : INFO : Epoch 2025 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 1473.22 ms [2021-09-28 18:20:30 main:574] : INFO : Epoch 2026 | loss: 0.031191 | val_loss: 0.0311949 | Time: 1404.72 ms [2021-09-28 18:20:32 main:574] : INFO : Epoch 2027 | loss: 0.0311916 | val_loss: 0.0311978 | Time: 1616.74 ms [2021-09-28 18:20:33 main:574] : INFO : Epoch 2028 | loss: 0.031191 | val_loss: 0.0311964 | Time: 1284.7 ms [2021-09-28 18:20:35 main:574] : INFO : Epoch 2029 | loss: 0.0311893 | val_loss: 0.0311951 | Time: 1538.88 ms [2021-09-28 18:20:37 main:574] : INFO : Epoch 2030 | loss: 0.0311897 | val_loss: 0.0311948 | Time: 1508.33 ms [2021-09-28 18:20:38 main:574] : INFO : Epoch 2031 | loss: 0.0311891 | val_loss: 0.0311957 | Time: 1264.14 ms [2021-09-28 18:20:40 main:574] : INFO : Epoch 2032 | loss: 0.0311897 | val_loss: 0.0311954 | Time: 1677.13 ms [2021-09-28 18:20:41 main:574] : INFO : Epoch 2033 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 1450.66 ms [2021-09-28 18:20:43 main:574] : INFO : Epoch 2034 | loss: 0.0311919 | val_loss: 0.0311954 | Time: 1394.04 ms [2021-09-28 18:20:44 main:574] : INFO : Epoch 2035 | loss: 0.0311893 | val_loss: 0.0311952 | Time: 1639.27 ms [2021-09-28 18:20:46 main:574] : INFO : Epoch 2036 | loss: 0.0311894 | val_loss: 0.031196 | Time: 1336.32 ms [2021-09-28 18:20:47 main:574] : INFO : Epoch 2037 | loss: 0.0311887 | val_loss: 0.031195 | Time: 1518.19 ms [2021-09-28 18:20:49 main:574] : INFO : Epoch 2038 | loss: 0.0311888 | val_loss: 0.0311947 | Time: 1525.99 ms [2021-09-28 18:20:50 main:574] : INFO : Epoch 2039 | loss: 0.0311896 | val_loss: 0.0311957 | Time: 1307.68 ms [2021-09-28 18:20:52 main:574] : INFO : Epoch 2040 | loss: 0.0311888 | val_loss: 0.0311971 | Time: 1659 ms [2021-09-28 18:20:53 main:574] : INFO : Epoch 2041 | loss: 0.0311907 | val_loss: 0.0311973 | Time: 1349.81 ms [2021-09-28 18:20:55 main:574] : INFO : Epoch 2042 | loss: 0.0311891 | val_loss: 0.0311973 | Time: 1444.21 ms [2021-09-28 18:20:56 main:574] : INFO : Epoch 2043 | loss: 0.0311894 | val_loss: 0.0311946 | Time: 1564.64 ms [2021-09-28 18:20:58 main:574] : INFO : Epoch 2044 | loss: 0.0311904 | val_loss: 0.0312026 | Time: 1255.13 ms [2021-09-28 18:20:59 main:574] : INFO : Epoch 2045 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 1547.43 ms [2021-09-28 18:21:01 main:574] : INFO : Epoch 2046 | loss: 0.0311887 | val_loss: 0.0311955 | Time: 1586.17 ms [2021-09-28 18:21:02 main:574] : INFO : Epoch 2047 | loss: 0.0311901 | val_loss: 0.0311996 | Time: 1258.63 ms [2021-09-28 18:21:04 main:574] : INFO : Epoch 2048 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 1712.08 ms [2021-09-28 18:21:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311975 [2021-09-28 18:21:04 main:603] : INFO : Saving end state to config to file [2021-09-28 18:21:04 main:608] : INFO : Success, exiting.. 18:21:04 (8940): 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)