Task 7663268
| Name | ParityModified-1631732208-5307-2_1 |
| Workunit | 5248300 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:29:45 UTC |
| Report deadline | 5 Oct 2021, 2:29:45 UTC |
| Received | 28 Sep 2021, 7:17:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9269 |
| Run time | 53 min 21 sec |
| CPU time | 51 min |
| 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 | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311914 | val_loss: 0.0312047 | Time: 1711.58 ms [2021-09-28 16:20:15 main:574] : INFO : Epoch 1543 | loss: 0.0311921 | val_loss: 0.0312074 | Time: 1326.64 ms [2021-09-28 16:20:16 main:574] : INFO : Epoch 1544 | loss: 0.0311928 | val_loss: 0.0312075 | Time: 1648.08 ms [2021-09-28 16:20:18 main:574] : INFO : Epoch 1545 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 1499.17 ms [2021-09-28 16:20:19 main:574] : INFO : Epoch 1546 | loss: 0.0311912 | val_loss: 0.0312038 | Time: 1398.93 ms [2021-09-28 16:20:21 main:574] : INFO : Epoch 1547 | loss: 0.0311913 | val_loss: 0.0312011 | Time: 1649.33 ms [2021-09-28 16:20:23 main:574] : INFO : Epoch 1548 | loss: 0.0311904 | val_loss: 0.0312018 | Time: 1356.49 ms [2021-09-28 16:20:24 main:574] : INFO : Epoch 1549 | loss: 0.0311893 | val_loss: 0.031203 | Time: 1624.69 ms [2021-09-28 16:20:26 main:574] : INFO : Epoch 1550 | loss: 0.0311908 | val_loss: 0.0312097 | Time: 1575.64 ms [2021-09-28 16:20:27 main:574] : INFO : Epoch 1551 | loss: 0.0311908 | val_loss: 0.0312023 | Time: 1392.34 ms [2021-09-28 16:20:29 main:574] : INFO : Epoch 1552 | loss: 0.0311901 | val_loss: 0.0312086 | Time: 1688.75 ms [2021-09-28 16:20:31 main:574] : INFO : Epoch 1553 | loss: 0.0311938 | val_loss: 0.0312029 | Time: 1378.24 ms [2021-09-28 16:20:32 main:574] : INFO : Epoch 1554 | loss: 0.0311917 | val_loss: 0.0312042 | Time: 1615.13 ms [2021-09-28 16:20:34 main:574] : INFO : Epoch 1555 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 1531.57 ms [2021-09-28 16:20:35 main:574] : INFO : Epoch 1556 | loss: 0.0311907 | val_loss: 0.0312039 | Time: 1360.46 ms [2021-09-28 16:20:37 main:574] : INFO : Epoch 1557 | loss: 0.0311923 | val_loss: 0.0312055 | Time: 1667.71 ms [2021-09-28 16:20:38 main:574] : INFO : Epoch 1558 | loss: 0.031195 | val_loss: 0.031204 | Time: 1395.23 ms [2021-09-28 16:20:40 main:574] : INFO : Epoch 1559 | loss: 0.0311904 | val_loss: 0.0312052 | Time: 1539.78 ms [2021-09-28 16:20:42 main:574] : INFO : Epoch 1560 | loss: 0.0311923 | val_loss: 0.0312028 | Time: 1671.94 ms [2021-09-28 16:20:43 main:574] : INFO : Epoch 1561 | loss: 0.0311892 | val_loss: 0.0312013 | Time: 1286.91 ms [2021-09-28 16:20:45 main:574] : INFO : Epoch 1562 | loss: 0.0311891 | val_loss: 0.0312029 | Time: 1668.81 ms [2021-09-28 16:20:46 main:574] : INFO : Epoch 1563 | loss: 0.03119 | val_loss: 0.0312076 | Time: 1506.48 ms [2021-09-28 16:20:48 main:574] : INFO : Epoch 1564 | loss: 0.0311895 | val_loss: 0.0312022 | Time: 1489.8 ms [2021-09-28 16:20:50 main:574] : INFO : Epoch 1565 | loss: 0.0311902 | val_loss: 0.0312019 | Time: 1626.96 ms [2021-09-28 16:20:51 main:574] : INFO : Epoch 1566 | loss: 0.031191 | val_loss: 0.0312033 | Time: 1282.36 ms [2021-09-28 16:20:53 main:574] : INFO : Epoch 1567 | loss: 0.0311906 | val_loss: 0.0312034 | Time: 1688.57 ms [2021-09-28 16:20:54 main:574] : INFO : Epoch 1568 | loss: 0.0311883 | val_loss: 0.0312057 | Time: 1482.96 ms [2021-09-28 16:20:56 main:574] : INFO : Epoch 1569 | loss: 0.0311904 | val_loss: 0.0312052 | Time: 1437.98 ms [2021-09-28 16:20:57 main:574] : INFO : Epoch 1570 | loss: 0.031189 | val_loss: 0.0312029 | Time: 1667.22 ms [2021-09-28 16:20:59 main:574] : INFO : Epoch 1571 | loss: 0.0311916 | val_loss: 0.0312037 | Time: 1342.56 ms [2021-09-28 16:21:00 main:574] : INFO : Epoch 1572 | loss: 0.0311894 | val_loss: 0.031205 | Time: 1642.29 ms [2021-09-28 16:21:02 main:574] : INFO : Epoch 1573 | loss: 0.0311869 | val_loss: 0.0312052 | Time: 1593.07 ms [2021-09-28 16:21:04 main:574] : INFO : Epoch 1574 | loss: 0.0311892 | val_loss: 0.0312024 | Time: 1379.29 ms [2021-09-28 16:21:05 main:574] : INFO : Epoch 1575 | loss: 0.0311951 | val_loss: 0.0312094 | Time: 1675.98 ms [2021-09-28 16:21:07 main:574] : INFO : Epoch 1576 | loss: 0.031196 | val_loss: 0.031201 | Time: 1388.42 ms [2021-09-28 16:21:08 main:574] : INFO : Epoch 1577 | loss: 0.0311899 | val_loss: 0.0312027 | Time: 1569.95 ms [2021-09-28 16:21:10 main:574] : INFO : Epoch 1578 | loss: 0.0311886 | val_loss: 0.0312004 | Time: 1601.9 ms [2021-09-28 16:21:11 main:574] : INFO : Epoch 1579 | loss: 0.0311895 | val_loss: 0.031202 | Time: 1353.32 ms [2021-09-28 16:21:13 main:574] : INFO : Epoch 1580 | loss: 0.0311884 | val_loss: 0.0312049 | Time: 1654.71 ms [2021-09-28 16:21:15 main:574] : INFO : Epoch 1581 | loss: 0.0311875 | val_loss: 0.0312028 | Time: 1341.67 ms [2021-09-28 16:21:16 main:574] : INFO : Epoch 1582 | loss: 0.0311935 | val_loss: 0.0312046 | Time: 1604.89 ms [2021-09-28 16:21:18 main:574] : INFO : Epoch 1583 | loss: 0.0311949 | val_loss: 0.0312014 | Time: 1596.75 ms [2021-09-28 16:21:19 main:574] : INFO : Epoch 1584 | loss: 0.0311931 | val_loss: 0.0312024 | Time: 1358.52 ms [2021-09-28 16:21:21 main:574] : INFO : Epoch 1585 | loss: 0.0311929 | val_loss: 0.0312002 | Time: 1664.8 ms [2021-09-28 16:21:22 main:574] : INFO : Epoch 1586 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 1402.81 ms [2021-09-28 16:21:24 main:574] : INFO : Epoch 1587 | loss: 0.0311922 | val_loss: 0.0311986 | Time: 1560.02 ms [2021-09-28 16:21:26 main:574] : INFO : Epoch 1588 | loss: 0.0311899 | val_loss: 0.0312009 | Time: 1637.88 ms [2021-09-28 16:21:27 main:574] : INFO : Epoch 1589 | loss: 0.0311921 | val_loss: 0.031201 | Time: 1280.39 ms [2021-09-28 16:21:29 main:574] : INFO : Epoch 1590 | loss: 0.03119 | val_loss: 0.0312012 | Time: 1760.65 ms [2021-09-28 16:21:30 main:574] : INFO : Epoch 1591 | loss: 0.0311899 | val_loss: 0.0312025 | Time: 1455.69 ms [2021-09-28 16:21:32 main:574] : INFO : Epoch 1592 | loss: 0.0311908 | val_loss: 0.0312027 | Time: 1542.91 ms [2021-09-28 16:21:34 main:574] : INFO : Epoch 1593 | loss: 0.0311892 | val_loss: 0.0311998 | Time: 1662.59 ms [2021-09-28 16:21:35 main:574] : INFO : Epoch 1594 | loss: 0.0311887 | val_loss: 0.031201 | Time: 1307.86 ms [2021-09-28 16:21:37 main:574] : INFO : Epoch 1595 | loss: 0.0311901 | val_loss: 0.0312024 | Time: 1728.39 ms [2021-09-28 16:21:38 main:574] : INFO : Epoch 1596 | loss: 0.0311898 | val_loss: 0.0312015 | Time: 1568.4 ms [2021-09-28 16:21:40 main:574] : INFO : Epoch 1597 | loss: 0.0311884 | val_loss: 0.0312037 | Time: 1447.13 ms [2021-09-28 16:21:42 main:574] : INFO : Epoch 1598 | loss: 0.0311888 | val_loss: 0.0312025 | Time: 1707.28 ms [2021-09-28 16:21:43 main:574] : INFO : Epoch 1599 | loss: 0.0311891 | val_loss: 0.0312012 | Time: 1293.72 ms [2021-09-28 16:21:45 main:574] : INFO : Epoch 1600 | loss: 0.0311902 | val_loss: 0.0312069 | Time: 1700.28 ms [2021-09-28 16:21:46 main:574] : INFO : Epoch 1601 | loss: 0.0311909 | val_loss: 0.0312015 | Time: 1509.76 ms [2021-09-28 16:21:48 main:574] : INFO : Epoch 1602 | loss: 0.0311947 | val_loss: 0.0312013 | Time: 1442.04 ms [2021-09-28 16:21:50 main:574] : INFO : Epoch 1603 | loss: 0.0311939 | val_loss: 0.0312007 | Time: 1729.7 ms [2021-09-28 16:21:51 main:574] : INFO : Epoch 1604 | loss: 0.0311947 | val_loss: 0.0312 | Time: 1347.03 ms [2021-09-28 16:21:53 main:574] : INFO : Epoch 1605 | loss: 0.0311979 | val_loss: 0.0312112 | Time: 1642.96 ms [2021-09-28 16:21:54 main:574] : INFO : Epoch 1606 | loss: 0.0311924 | val_loss: 0.0312023 | Time: 1598.19 ms [2021-09-28 16:21:56 main:574] : INFO : Epoch 1607 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 1397.01 ms [2021-09-28 16:21:58 main:574] : INFO : Epoch 1608 | loss: 0.0311908 | val_loss: 0.0311998 | Time: 1675.6 ms [2021-09-28 16:21:59 main:574] : INFO : Epoch 1609 | loss: 0.0311901 | val_loss: 0.0312021 | Time: 1364.56 ms [2021-09-28 16:22:01 main:574] : INFO : Epoch 1610 | loss: 0.0311908 | val_loss: 0.0312115 | Time: 1624.02 ms [2021-09-28 16:22:02 main:574] : INFO : Epoch 1611 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 1545.89 ms [2021-09-28 16:22:04 main:574] : INFO : Epoch 1612 | loss: 0.0311908 | val_loss: 0.031209 | Time: 1446.96 ms [2021-09-28 16:22:05 main:574] : INFO : Epoch 1613 | loss: 0.031191 | val_loss: 0.0312046 | Time: 1691.67 ms [2021-09-28 16:22:07 main:574] : INFO : Epoch 1614 | loss: 0.0311909 | val_loss: 0.0312044 | Time: 1321.76 ms [2021-09-28 16:22:09 main:574] : INFO : Epoch 1615 | loss: 0.0311944 | val_loss: 0.0312108 | Time: 1628.18 ms [2021-09-28 16:22:10 main:574] : INFO : Epoch 1616 | loss: 0.0311935 | val_loss: 0.0312016 | Time: 1567.01 ms [2021-09-28 16:22:12 main:574] : INFO : Epoch 1617 | loss: 0.0311911 | val_loss: 0.0312043 | Time: 1433.19 ms [2021-09-28 16:22:13 main:574] : INFO : Epoch 1618 | loss: 0.0311915 | val_loss: 0.0312025 | Time: 1726.95 ms [2021-09-28 16:22:15 main:574] : INFO : Epoch 1619 | loss: 0.0311912 | val_loss: 0.0312017 | Time: 1401.84 ms [2021-09-28 16:22:17 main:574] : INFO : Epoch 1620 | loss: 0.0311931 | val_loss: 0.0312015 | Time: 1631.39 ms [2021-09-28 16:22:18 main:574] : INFO : Epoch 1621 | loss: 0.0311891 | val_loss: 0.0312009 | Time: 1597.8 ms [2021-09-28 16:22:20 main:574] : INFO : Epoch 1622 | loss: 0.03119 | val_loss: 0.0312034 | Time: 1360.11 ms [2021-09-28 16:22:21 main:574] : INFO : Epoch 1623 | loss: 0.0311906 | val_loss: 0.031201 | Time: 1687.76 ms [2021-09-28 16:22:23 main:574] : INFO : Epoch 1624 | loss: 0.0311873 | val_loss: 0.0311992 | Time: 1369.55 ms [2021-09-28 16:22:24 main:574] : INFO : Epoch 1625 | loss: 0.0311877 | val_loss: 0.0312005 | Time: 1570.08 ms [2021-09-28 16:22:26 main:574] : INFO : Epoch 1626 | loss: 0.031188 | val_loss: 0.0312011 | Time: 1642.5 ms [2021-09-28 16:22:27 main:574] : INFO : Epoch 1627 | loss: 0.0311894 | val_loss: 0.0312011 | Time: 1325.02 ms [2021-09-28 16:22:29 main:574] : INFO : Epoch 1628 | loss: 0.0311862 | val_loss: 0.0312003 | Time: 1652.57 ms [2021-09-28 16:22:31 main:574] : INFO : Epoch 1629 | loss: 0.0311868 | val_loss: 0.0311999 | Time: 1436.14 ms [2021-09-28 16:22:32 main:574] : INFO : Epoch 1630 | loss: 0.0311884 | val_loss: 0.0311996 | Time: 1510.69 ms [2021-09-28 16:22:34 main:574] : INFO : Epoch 1631 | loss: 0.0311869 | val_loss: 0.0312048 | Time: 1650.02 ms [2021-09-28 16:22:35 main:574] : INFO : Epoch 1632 | loss: 0.0311891 | val_loss: 0.0312059 | Time: 1299.21 ms [2021-09-28 16:22:37 main:574] : INFO : Epoch 1633 | loss: 0.0311897 | val_loss: 0.0312026 | Time: 1702.86 ms [2021-09-28 16:22:39 main:574] : INFO : Epoch 1634 | loss: 0.0311875 | val_loss: 0.0312018 | Time: 1484.37 ms [2021-09-28 16:22:40 main:574] : INFO : Epoch 1635 | loss: 0.0311904 | val_loss: 0.0312106 | Time: 1537.03 ms [2021-09-28 16:22:42 main:574] : INFO : Epoch 1636 | loss: 0.0311929 | val_loss: 0.0312078 | Time: 1676.42 ms [2021-09-28 16:22:43 main:574] : INFO : Epoch 1637 | loss: 0.0311871 | val_loss: 0.0312013 | Time: 1308.16 ms [2021-09-28 16:22:45 main:574] : INFO : Epoch 1638 | loss: 0.0311879 | val_loss: 0.0312051 | Time: 1676.19 ms [2021-09-28 16:22:47 main:574] : INFO : Epoch 1639 | loss: 0.0311893 | val_loss: 0.031204 | Time: 1496.49 ms [2021-09-28 16:22:48 main:574] : INFO : Epoch 1640 | loss: 0.031189 | val_loss: 0.0312035 | Time: 1479.92 ms [2021-09-28 16:22:50 main:574] : INFO : Epoch 1641 | loss: 0.0311937 | val_loss: 0.0312014 | Time: 1746.02 ms [2021-09-28 16:22:51 main:574] : INFO : Epoch 1642 | loss: 0.0311931 | val_loss: 0.0312021 | Time: 1343.1 ms [2021-09-28 16:22:53 main:574] : INFO : Epoch 1643 | loss: 0.0311942 | val_loss: 0.0312048 | Time: 1708.89 ms [2021-09-28 16:22:55 main:574] : INFO : Epoch 1644 | loss: 0.0311904 | val_loss: 0.0312047 | Time: 1542.67 ms [2021-09-28 16:22:56 main:574] : INFO : Epoch 1645 | loss: 0.0311911 | val_loss: 0.031203 | Time: 1530.21 ms [2021-09-28 16:22:58 main:574] : INFO : Epoch 1646 | loss: 0.0311907 | val_loss: 0.0312035 | Time: 1673.57 ms [2021-09-28 16:22:59 main:574] : INFO : Epoch 1647 | loss: 0.031192 | val_loss: 0.0312034 | Time: 1318.73 ms [2021-09-28 16:23:01 main:574] : INFO : Epoch 1648 | loss: 0.0311885 | val_loss: 0.0312016 | Time: 1719.34 ms [2021-09-28 16:23:03 main:574] : INFO : Epoch 1649 | loss: 0.0311871 | val_loss: 0.0312025 | Time: 1461.7 ms [2021-09-28 16:23:04 main:574] : INFO : Epoch 1650 | loss: 0.0311873 | val_loss: 0.0312032 | Time: 1467.23 ms [2021-09-28 16:23:06 main:574] : INFO : Epoch 1651 | loss: 0.031188 | val_loss: 0.0312023 | Time: 1671.19 ms [2021-09-28 16:23:08 main:574] : INFO : Epoch 1652 | loss: 0.0311879 | val_loss: 0.0312063 | Time: 1634.28 ms [2021-09-28 16:23:09 main:574] : INFO : Epoch 1653 | loss: 0.0311907 | val_loss: 0.0312087 | Time: 1699.07 ms [2021-09-28 16:23:11 main:574] : INFO : Epoch 1654 | loss: 0.0311887 | val_loss: 0.0312034 | Time: 1447.48 ms [2021-09-28 16:23:12 main:574] : INFO : Epoch 1655 | loss: 0.0311888 | val_loss: 0.0312067 | Time: 1517.56 ms [2021-09-28 16:23:14 main:574] : INFO : Epoch 1656 | loss: 0.0311908 | val_loss: 0.031205 | Time: 1680.75 ms [2021-09-28 16:23:16 main:574] : INFO : Epoch 1657 | loss: 0.0311901 | val_loss: 0.0312038 | Time: 1288.55 ms [2021-09-28 16:23:17 main:574] : INFO : Epoch 1658 | loss: 0.031189 | val_loss: 0.0312031 | Time: 1724.96 ms [2021-09-28 16:23:19 main:574] : INFO : Epoch 1659 | loss: 0.0311872 | val_loss: 0.031205 | Time: 1427.99 ms [2021-09-28 16:23:20 main:574] : INFO : Epoch 1660 | loss: 0.0311944 | val_loss: 0.0312048 | Time: 1519.02 ms [2021-09-28 16:23:22 main:574] : INFO : Epoch 1661 | loss: 0.0311884 | val_loss: 0.0312009 | Time: 1665.4 ms [2021-09-28 16:23:24 main:574] : INFO : Epoch 1662 | loss: 0.0311871 | val_loss: 0.0312077 | Time: 1302.09 ms [2021-09-28 16:23:25 main:574] : INFO : Epoch 1663 | loss: 0.0311887 | val_loss: 0.0312049 | Time: 1705.44 ms [2021-09-28 16:23:27 main:574] : INFO : Epoch 1664 | loss: 0.0311879 | val_loss: 0.0312061 | Time: 1459.48 ms [2021-09-28 16:23:28 main:574] : INFO : Epoch 1665 | loss: 0.031185 | val_loss: 0.0312064 | Time: 1427.58 ms [2021-09-28 16:23:30 main:574] : INFO : Epoch 1666 | loss: 0.0311863 | val_loss: 0.0312043 | Time: 1695.53 ms [2021-09-28 16:23:31 main:574] : INFO : Epoch 1667 | loss: 0.0311857 | val_loss: 0.0312039 | Time: 1280.26 ms [2021-09-28 16:23:33 main:574] : INFO : Epoch 1668 | loss: 0.0311856 | val_loss: 0.0312038 | Time: 1736.1 ms [2021-09-28 16:23:35 main:574] : INFO : Epoch 1669 | loss: 0.0311869 | val_loss: 0.0312038 | Time: 1440.73 ms [2021-09-28 16:23:36 main:574] : INFO : Epoch 1670 | loss: 0.0311874 | val_loss: 0.031207 | Time: 1516.92 ms [2021-09-28 16:23:38 main:574] : INFO : Epoch 1671 | loss: 0.0311846 | val_loss: 0.0312037 | Time: 1699.65 ms [2021-09-28 16:23:39 main:574] : INFO : Epoch 1672 | loss: 0.0311868 | val_loss: 0.0312078 | Time: 1296.43 ms [2021-09-28 16:23:41 main:574] : INFO : Epoch 1673 | loss: 0.0311846 | val_loss: 0.0312028 | Time: 1607.93 ms [2021-09-28 16:23:43 main:574] : INFO : Epoch 1674 | loss: 0.0311859 | val_loss: 0.0312063 | Time: 1535.53 ms [2021-09-28 16:23:44 main:574] : INFO : Epoch 1675 | loss: 0.0311845 | val_loss: 0.0312135 | Time: 1416.68 ms [2021-09-28 16:23:46 main:574] : INFO : Epoch 1676 | loss: 0.0311893 | val_loss: 0.0312111 | Time: 1696.13 ms [2021-09-28 16:23:47 main:574] : INFO : Epoch 1677 | loss: 0.0311885 | val_loss: 0.0312052 | Time: 1300.09 ms [2021-09-28 16:23:49 main:574] : INFO : Epoch 1678 | loss: 0.0311877 | val_loss: 0.0312031 | Time: 1698.27 ms [2021-09-28 16:23:51 main:574] : INFO : Epoch 1679 | loss: 0.0311847 | val_loss: 0.031203 | Time: 1541.59 ms [2021-09-28 16:23:52 main:574] : INFO : Epoch 1680 | loss: 0.031183 | val_loss: 0.0312075 | Time: 1399.64 ms [2021-09-28 16:23:54 main:574] : INFO : Epoch 1681 | loss: 0.0311839 | val_loss: 0.0312045 | Time: 1645.49 ms [2021-09-28 16:23:55 main:574] : INFO : Epoch 1682 | loss: 0.0311835 | val_loss: 0.0312083 | Time: 1353.52 ms [2021-09-28 16:23:57 main:574] : INFO : Epoch 1683 | loss: 0.0311873 | val_loss: 0.0312068 | Time: 1559.83 ms [2021-09-28 16:23:58 main:574] : INFO : Epoch 1684 | loss: 0.0311841 | val_loss: 0.0312051 | Time: 1616.65 ms [2021-09-28 16:24:00 main:574] : INFO : Epoch 1685 | loss: 0.0311841 | val_loss: 0.0312062 | Time: 1307.39 ms [2021-09-28 16:24:02 main:574] : INFO : Epoch 1686 | loss: 0.0311831 | val_loss: 0.0312078 | Time: 1681.59 ms [2021-09-28 16:24:03 main:574] : INFO : Epoch 1687 | loss: 0.0311836 | val_loss: 0.0312079 | Time: 1431.27 ms [2021-09-28 16:24:05 main:574] : INFO : Epoch 1688 | loss: 0.0311824 | val_loss: 0.0312089 | Time: 1496.08 ms [2021-09-28 16:24:06 main:574] : INFO : Epoch 1689 | loss: 0.0311841 | val_loss: 0.031203 | Time: 1629.05 ms [2021-09-28 16:24:08 main:574] : INFO : Epoch 1690 | loss: 0.0311841 | val_loss: 0.0312057 | Time: 1410.19 ms [2021-09-28 16:24:09 main:574] : INFO : Epoch 1691 | loss: 0.0311836 | val_loss: 0.0312069 | Time: 1725.01 ms [2021-09-28 16:24:11 main:574] : INFO : Epoch 1692 | loss: 0.0311844 | val_loss: 0.0312063 | Time: 1520.25 ms [2021-09-28 16:24:13 main:574] : INFO : Epoch 1693 | loss: 0.0311839 | val_loss: 0.0312102 | Time: 1520.12 ms [2021-09-28 16:24:14 main:574] : INFO : Epoch 1694 | loss: 0.0311825 | val_loss: 0.0312071 | Time: 1666.71 ms [2021-09-28 16:24:16 main:574] : INFO : Epoch 1695 | loss: 0.0311837 | val_loss: 0.0312039 | Time: 1291.95 ms [2021-09-28 16:24:18 main:574] : INFO : Epoch 1696 | loss: 0.0311861 | val_loss: 0.0312047 | Time: 1764.55 ms [2021-09-28 16:24:19 main:574] : INFO : Epoch 1697 | loss: 0.0311897 | val_loss: 0.0312036 | Time: 1432.5 ms [2021-09-28 16:24:21 main:574] : INFO : Epoch 1698 | loss: 0.0311901 | val_loss: 0.031205 | Time: 1473.03 ms [2021-09-28 16:24:22 main:574] : INFO : Epoch 1699 | loss: 0.0311869 | val_loss: 0.0312078 | Time: 1691.3 ms [2021-09-28 16:24:24 main:574] : INFO : Epoch 1700 | loss: 0.0311902 | val_loss: 0.0312079 | Time: 1309.57 ms [2021-09-28 16:24:25 main:574] : INFO : Epoch 1701 | loss: 0.0311905 | val_loss: 0.0312021 | Time: 1635.09 ms [2021-09-28 16:24:27 main:574] : INFO : Epoch 1702 | loss: 0.031188 | val_loss: 0.031205 | Time: 1505.94 ms [2021-09-28 16:24:29 main:574] : INFO : Epoch 1703 | loss: 0.0311909 | val_loss: 0.0312065 | Time: 1484.9 ms [2021-09-28 16:24:30 main:574] : INFO : Epoch 1704 | loss: 0.0311936 | val_loss: 0.0312037 | Time: 1719.09 ms [2021-09-28 16:24:32 main:574] : INFO : Epoch 1705 | loss: 0.0311915 | val_loss: 0.0312039 | Time: 1282.09 ms [2021-09-28 16:24:33 main:574] : INFO : Epoch 1706 | loss: 0.0311903 | val_loss: 0.031204 | Time: 1650.34 ms [2021-09-28 16:24:35 main:574] : INFO : Epoch 1707 | loss: 0.0311892 | val_loss: 0.031202 | Time: 1488.82 ms [2021-09-28 16:24:36 main:574] : INFO : Epoch 1708 | loss: 0.0311888 | val_loss: 0.0312006 | Time: 1468.15 ms [2021-09-28 16:24:38 main:574] : INFO : Epoch 1709 | loss: 0.0311878 | val_loss: 0.0312037 | Time: 1631.11 ms [2021-09-28 16:24:39 main:574] : INFO : Epoch 1710 | loss: 0.0311895 | val_loss: 0.0312033 | Time: 1299.07 ms [2021-09-28 16:24:41 main:574] : INFO : Epoch 1711 | loss: 0.0311873 | val_loss: 0.031206 | Time: 1535.78 ms [2021-09-28 16:24:43 main:574] : INFO : Epoch 1712 | loss: 0.031188 | val_loss: 0.0312043 | Time: 1531.84 ms [2021-09-28 16:24:44 main:574] : INFO : Epoch 1713 | loss: 0.0311891 | val_loss: 0.0312088 | Time: 1265.09 ms [2021-09-28 16:24:46 main:574] : INFO : Epoch 1714 | loss: 0.0311882 | val_loss: 0.0312028 | Time: 1665.91 ms [2021-09-28 16:24:47 main:574] : INFO : Epoch 1715 | loss: 0.0311885 | val_loss: 0.0312019 | Time: 1416.26 ms [2021-09-28 16:24:49 main:574] : INFO : Epoch 1716 | loss: 0.0311876 | val_loss: 0.031201 | Time: 1426.6 ms [2021-09-28 16:24:50 main:574] : INFO : Epoch 1717 | loss: 0.0311864 | val_loss: 0.0312021 | Time: 1698.41 ms [2021-09-28 16:24:52 main:574] : INFO : Epoch 1718 | loss: 0.0311885 | val_loss: 0.0312015 | Time: 1280.75 ms [2021-09-28 16:24:53 main:574] : INFO : Epoch 1719 | loss: 0.0311906 | val_loss: 0.0312039 | Time: 1630.43 ms [2021-09-28 16:24:55 main:574] : INFO : Epoch 1720 | loss: 0.0311906 | val_loss: 0.0312053 | Time: 1520.91 ms [2021-09-28 16:24:56 main:574] : INFO : Epoch 1721 | loss: 0.0311945 | val_loss: 0.0312211 | Time: 1391.27 ms [2021-09-28 16:24:58 main:574] : INFO : Epoch 1722 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 1650.63 ms [2021-09-28 16:25:00 main:574] : INFO : Epoch 1723 | loss: 0.0311909 | val_loss: 0.0312056 | Time: 1319.93 ms [2021-09-28 16:25:01 main:574] : INFO : Epoch 1724 | loss: 0.03119 | val_loss: 0.0312021 | Time: 1562.74 ms [2021-09-28 16:25:03 main:574] : INFO : Epoch 1725 | loss: 0.0311889 | val_loss: 0.0312009 | Time: 1541.77 ms [2021-09-28 16:25:04 main:574] : INFO : Epoch 1726 | loss: 0.0311889 | val_loss: 0.031203 | Time: 1308.23 ms [2021-09-28 16:25:06 main:574] : INFO : Epoch 1727 | loss: 0.0311932 | val_loss: 0.0311998 | Time: 1618.17 ms [2021-09-28 16:25:07 main:574] : INFO : Epoch 1728 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 1382.1 ms [2021-09-28 16:25:09 main:574] : INFO : Epoch 1729 | loss: 0.03119 | val_loss: 0.0312072 | Time: 1479.86 ms [2021-09-28 16:25:10 main:574] : INFO : Epoch 1730 | loss: 0.0311909 | val_loss: 0.0312019 | Time: 1610.98 ms [2021-09-28 16:25:12 main:574] : INFO : Epoch 1731 | loss: 0.0311893 | val_loss: 0.0312057 | Time: 1268.02 ms [2021-09-28 16:25:13 main:574] : INFO : Epoch 1732 | loss: 0.0311883 | val_loss: 0.0312076 | Time: 1596.21 ms [2021-09-28 16:25:15 main:574] : INFO : Epoch 1733 | loss: 0.0311906 | val_loss: 0.0312001 | Time: 1481.82 ms [2021-09-28 16:25:16 main:574] : INFO : Epoch 1734 | loss: 0.0311873 | val_loss: 0.0312022 | Time: 1299.27 ms [2021-09-28 16:25:18 main:574] : INFO : Epoch 1735 | loss: 0.0311864 | val_loss: 0.0312028 | Time: 1703.03 ms [2021-09-28 16:25:19 main:574] : INFO : Epoch 1736 | loss: 0.0311899 | val_loss: 0.0312044 | Time: 1332.52 ms [2021-09-28 16:25:21 main:574] : INFO : Epoch 1737 | loss: 0.0311879 | val_loss: 0.0312028 | Time: 1628.73 ms [2021-09-28 16:25:23 main:574] : INFO : Epoch 1738 | loss: 0.0311882 | val_loss: 0.0312005 | Time: 1590.66 ms [2021-09-28 16:25:24 main:574] : INFO : Epoch 1739 | loss: 0.0311867 | val_loss: 0.031201 | Time: 1355.6 ms [2021-09-28 16:25:26 main:574] : INFO : Epoch 1740 | loss: 0.0311848 | val_loss: 0.0312003 | Time: 1688.56 ms [2021-09-28 16:25:27 main:574] : INFO : Epoch 1741 | loss: 0.031185 | val_loss: 0.0312026 | Time: 1351.57 ms [2021-09-28 16:25:29 main:574] : INFO : Epoch 1742 | loss: 0.0311852 | val_loss: 0.0312017 | Time: 1597.99 ms [2021-09-28 16:25:31 main:574] : INFO : Epoch 1743 | loss: 0.0311869 | val_loss: 0.0311993 | Time: 1630.07 ms [2021-09-28 16:25:32 main:574] : INFO : Epoch 1744 | loss: 0.0311843 | val_loss: 0.0311999 | Time: 1373.58 ms [2021-09-28 16:25:34 main:574] : INFO : Epoch 1745 | loss: 0.0311862 | val_loss: 0.0312023 | Time: 1751.97 ms [2021-09-28 16:25:35 main:574] : INFO : Epoch 1746 | loss: 0.0311846 | val_loss: 0.0312011 | Time: 1424.68 ms [2021-09-28 16:25:37 main:574] : INFO : Epoch 1747 | loss: 0.0311868 | val_loss: 0.0312029 | Time: 1494.08 ms [2021-09-28 16:25:39 main:574] : INFO : Epoch 1748 | loss: 0.031186 | val_loss: 0.0312002 | Time: 1660.12 ms [2021-09-28 16:25:40 main:574] : INFO : Epoch 1749 | loss: 0.0311836 | val_loss: 0.0311999 | Time: 1291.8 ms [2021-09-28 16:25:42 main:574] : INFO : Epoch 1750 | loss: 0.0311874 | val_loss: 0.0312134 | Time: 1654.97 ms [2021-09-28 16:25:43 main:574] : INFO : Epoch 1751 | loss: 0.0311881 | val_loss: 0.0311996 | Time: 1481.4 ms [2021-09-28 16:25:45 main:574] : INFO : Epoch 1752 | loss: 0.0311853 | val_loss: 0.0312014 | Time: 1532.42 ms [2021-09-28 16:25:47 main:574] : INFO : Epoch 1753 | loss: 0.0311863 | val_loss: 0.0312015 | Time: 1641.08 ms [2021-09-28 16:25:48 main:574] : INFO : Epoch 1754 | loss: 0.0311849 | val_loss: 0.0312028 | Time: 1291.82 ms [2021-09-28 16:25:50 main:574] : INFO : Epoch 1755 | loss: 0.0311892 | val_loss: 0.0312042 | Time: 1637.42 ms [2021-09-28 16:25:51 main:574] : INFO : Epoch 1756 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 1555.78 ms [2021-09-28 16:25:53 main:574] : INFO : Epoch 1757 | loss: 0.0311904 | val_loss: 0.0312004 | Time: 1346.43 ms [2021-09-28 16:25:54 main:574] : INFO : Epoch 1758 | loss: 0.0311947 | val_loss: 0.0312127 | Time: 1646.07 ms [2021-09-28 16:25:57 main:574] : INFO : Epoch 1759 | loss: 0.0311941 | val_loss: 0.0312019 | Time: 1532.94 ms [2021-09-28 16:25:59 main:574] : INFO : Epoch 1760 | loss: 0.0311913 | val_loss: 0.0311999 | Time: 1436.18 ms [2021-09-28 16:26:01 main:574] : INFO : Epoch 1761 | loss: 0.0311876 | val_loss: 0.0311988 | Time: 1613.9 ms [2021-09-28 16:26:03 main:574] : INFO : Epoch 1762 | loss: 0.0311865 | val_loss: 0.0311999 | Time: 1648 ms [2021-09-28 16:26:04 main:574] : INFO : Epoch 1763 | loss: 0.0311891 | val_loss: 0.0311977 | Time: 1341.02 ms [2021-09-28 16:26:06 main:574] : INFO : Epoch 1764 | loss: 0.0311878 | val_loss: 0.0312012 | Time: 1688.84 ms [2021-09-28 16:26:07 main:574] : INFO : Epoch 1765 | loss: 0.0311859 | val_loss: 0.0312002 | Time: 1451.09 ms [2021-09-28 16:26:09 main:574] : INFO : Epoch 1766 | loss: 0.0311849 | val_loss: 0.0312026 | Time: 1521.38 ms [2021-09-28 16:26:11 main:574] : INFO : Epoch 1767 | loss: 0.0311845 | val_loss: 0.0312093 | Time: 1678.43 ms [2021-09-28 16:26:12 main:574] : INFO : Epoch 1768 | loss: 0.0311866 | val_loss: 0.0311993 | Time: 1288.16 ms [2021-09-28 16:26:14 main:574] : INFO : Epoch 1769 | loss: 0.0311838 | val_loss: 0.0312007 | Time: 1653.07 ms [2021-09-28 16:26:15 main:574] : INFO : Epoch 1770 | loss: 0.0311845 | val_loss: 0.0312017 | Time: 1540.14 ms [2021-09-28 16:26:17 main:574] : INFO : Epoch 1771 | loss: 0.0311841 | val_loss: 0.0312008 | Time: 1410.45 ms [2021-09-28 16:26:19 main:574] : INFO : Epoch 1772 | loss: 0.0311838 | val_loss: 0.0312054 | Time: 1708.74 ms [2021-09-28 16:26:20 main:574] : INFO : Epoch 1773 | loss: 0.031185 | val_loss: 0.0312015 | Time: 1373.22 ms [2021-09-28 16:26:22 main:574] : INFO : Epoch 1774 | loss: 0.0311843 | val_loss: 0.0312057 | Time: 1657.22 ms [2021-09-28 16:26:23 main:574] : INFO : Epoch 1775 | loss: 0.0311865 | val_loss: 0.0312011 | Time: 1514.37 ms [2021-09-28 16:26:25 main:574] : INFO : Epoch 1776 | loss: 0.0311849 | val_loss: 0.0312019 | Time: 1422.16 ms [2021-09-28 16:26:27 main:574] : INFO : Epoch 1777 | loss: 0.0311842 | val_loss: 0.0312016 | Time: 1672.31 ms [2021-09-28 16:26:28 main:574] : INFO : Epoch 1778 | loss: 0.0311859 | val_loss: 0.0311993 | Time: 1326.88 ms [2021-09-28 16:26:30 main:574] : INFO : Epoch 1779 | loss: 0.0311842 | val_loss: 0.031201 | Time: 1651.26 ms [2021-09-28 16:26:31 main:574] : INFO : Epoch 1780 | loss: 0.0311844 | val_loss: 0.0312074 | Time: 1540.8 ms [2021-09-28 16:26:33 main:574] : INFO : Epoch 1781 | loss: 0.0311878 | val_loss: 0.0312203 | Time: 1474.15 ms [2021-09-28 16:26:35 main:574] : INFO : Epoch 1782 | loss: 0.0311862 | val_loss: 0.0312046 | Time: 1695.98 ms [2021-09-28 16:26:36 main:574] : INFO : Epoch 1783 | loss: 0.0311839 | val_loss: 0.0311993 | Time: 1326.93 ms [2021-09-28 16:26:38 main:574] : INFO : Epoch 1784 | loss: 0.0311831 | val_loss: 0.0312 | Time: 1562.31 ms [2021-09-28 16:26:39 main:574] : INFO : Epoch 1785 | loss: 0.0311843 | val_loss: 0.0311996 | Time: 1567.74 ms [2021-09-28 16:26:41 main:574] : INFO : Epoch 1786 | loss: 0.0311844 | val_loss: 0.0312013 | Time: 1345.67 ms [2021-09-28 16:26:42 main:574] : INFO : Epoch 1787 | loss: 0.031182 | val_loss: 0.0311999 | Time: 1726.03 ms [2021-09-28 16:26:44 main:574] : INFO : Epoch 1788 | loss: 0.0311849 | val_loss: 0.0312101 | Time: 1383.5 ms [2021-09-28 16:26:45 main:574] : INFO : Epoch 1789 | loss: 0.0311876 | val_loss: 0.0312027 | Time: 1565.47 ms [2021-09-28 16:26:47 main:574] : INFO : Epoch 1790 | loss: 0.0311911 | val_loss: 0.0311995 | Time: 1577.06 ms [2021-09-28 16:26:48 main:574] : INFO : Epoch 1791 | loss: 0.0311873 | val_loss: 0.0312016 | Time: 1276.62 ms [2021-09-28 16:26:50 main:574] : INFO : Epoch 1792 | loss: 0.0311896 | val_loss: 0.0312034 | Time: 1657.18 ms [2021-09-28 16:26:52 main:574] : INFO : Epoch 1793 | loss: 0.0311862 | val_loss: 0.0312008 | Time: 1428.86 ms [2021-09-28 16:26:53 main:574] : INFO : Epoch 1794 | loss: 0.0311875 | val_loss: 0.0312021 | Time: 1533.89 ms [2021-09-28 16:26:55 main:574] : INFO : Epoch 1795 | loss: 0.031186 | val_loss: 0.0312055 | Time: 1660.53 ms [2021-09-28 16:26:56 main:574] : INFO : Epoch 1796 | loss: 0.0311862 | val_loss: 0.0312024 | Time: 1355.92 ms [2021-09-28 16:26:58 main:574] : INFO : Epoch 1797 | loss: 0.0311856 | val_loss: 0.0312044 | Time: 1683.65 ms [2021-09-28 16:27:00 main:574] : INFO : Epoch 1798 | loss: 0.0311847 | val_loss: 0.0312013 | Time: 1419.13 ms [2021-09-28 16:27:01 main:574] : INFO : Epoch 1799 | loss: 0.0311893 | val_loss: 0.031208 | Time: 1532.77 ms [2021-09-28 16:27:03 main:574] : INFO : Epoch 1800 | loss: 0.031194 | val_loss: 0.0312044 | Time: 1710.5 ms [2021-09-28 16:27:04 main:574] : INFO : Epoch 1801 | loss: 0.0311896 | val_loss: 0.0312002 | Time: 1280.84 ms [2021-09-28 16:27:06 main:574] : INFO : Epoch 1802 | loss: 0.0311857 | val_loss: 0.0312011 | Time: 1684.34 ms [2021-09-28 16:27:08 main:574] : INFO : Epoch 1803 | loss: 0.0311865 | val_loss: 0.0312015 | Time: 1490.63 ms [2021-09-28 16:27:09 main:574] : INFO : Epoch 1804 | loss: 0.0311863 | val_loss: 0.0311999 | Time: 1431.96 ms [2021-09-28 16:27:11 main:574] : INFO : Epoch 1805 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 1637.85 ms [2021-09-28 16:27:12 main:574] : INFO : Epoch 1806 | loss: 0.0311873 | val_loss: 0.0312033 | Time: 1346.38 ms [2021-09-28 16:27:14 main:574] : INFO : Epoch 1807 | loss: 0.0311839 | val_loss: 0.0312052 | Time: 1576.95 ms [2021-09-28 16:27:15 main:574] : INFO : Epoch 1808 | loss: 0.0311851 | val_loss: 0.0312052 | Time: 1510.43 ms [2021-09-28 16:27:17 main:574] : INFO : Epoch 1809 | loss: 0.0311882 | val_loss: 0.0312034 | Time: 1426.17 ms [2021-09-28 16:27:19 main:574] : INFO : Epoch 1810 | loss: 0.0311846 | val_loss: 0.0312015 | Time: 1672.65 ms [2021-09-28 16:27:20 main:574] : INFO : Epoch 1811 | loss: 0.0311842 | val_loss: 0.0312071 | Time: 1339.42 ms [2021-09-28 16:27:22 main:574] : INFO : Epoch 1812 | loss: 0.031185 | val_loss: 0.0312029 | Time: 1611.35 ms [2021-09-28 16:27:23 main:574] : INFO : Epoch 1813 | loss: 0.0311846 | val_loss: 0.0312012 | Time: 1564.72 ms [2021-09-28 16:27:25 main:574] : INFO : Epoch 1814 | loss: 0.0311833 | val_loss: 0.0312004 | Time: 1296.33 ms [2021-09-28 16:27:26 main:574] : INFO : Epoch 1815 | loss: 0.0311843 | val_loss: 0.0312016 | Time: 1679.16 ms [2021-09-28 16:27:28 main:574] : INFO : Epoch 1816 | loss: 0.0311829 | val_loss: 0.0312013 | Time: 1447.95 ms [2021-09-28 16:27:29 main:574] : INFO : Epoch 1817 | loss: 0.0311858 | val_loss: 0.031203 | Time: 1524.29 ms [2021-09-28 16:27:31 main:574] : INFO : Epoch 1818 | loss: 0.0311829 | val_loss: 0.0312043 | Time: 1697.63 ms [2021-09-28 16:27:33 main:574] : INFO : Epoch 1819 | loss: 0.0311818 | val_loss: 0.0312037 | Time: 1279.52 ms [2021-09-28 16:27:34 main:574] : INFO : Epoch 1820 | loss: 0.0311845 | val_loss: 0.0312065 | Time: 1660.69 ms [2021-09-28 16:27:36 main:574] : INFO : Epoch 1821 | loss: 0.0311843 | val_loss: 0.0312052 | Time: 1516.02 ms [2021-09-28 16:27:37 main:574] : INFO : Epoch 1822 | loss: 0.0311833 | val_loss: 0.031203 | Time: 1522.14 ms [2021-09-28 16:27:39 main:574] : INFO : Epoch 1823 | loss: 0.0311841 | val_loss: 0.0312041 | Time: 1727.58 ms [2021-09-28 16:27:41 main:574] : INFO : Epoch 1824 | loss: 0.0311906 | val_loss: 0.0312107 | Time: 1313.29 ms [2021-09-28 16:27:42 main:574] : INFO : Epoch 1825 | loss: 0.0311886 | val_loss: 0.0312149 | Time: 1701.29 ms [2021-09-28 16:27:44 main:574] : INFO : Epoch 1826 | loss: 0.0311864 | val_loss: 0.0312089 | Time: 1399.34 ms [2021-09-28 16:27:45 main:574] : INFO : Epoch 1827 | loss: 0.031183 | val_loss: 0.031205 | Time: 1524.9 ms [2021-09-28 16:27:47 main:574] : INFO : Epoch 1828 | loss: 0.031183 | val_loss: 0.0311997 | Time: 1664.78 ms [2021-09-28 16:27:48 main:574] : INFO : Epoch 1829 | loss: 0.0311848 | val_loss: 0.0312099 | Time: 1294.95 ms [2021-09-28 16:27:50 main:574] : INFO : Epoch 1830 | loss: 0.0311862 | val_loss: 0.0312076 | Time: 1659.44 ms [2021-09-28 16:27:52 main:574] : INFO : Epoch 1831 | loss: 0.0311833 | val_loss: 0.0312023 | Time: 1528.89 ms [2021-09-28 16:27:53 main:574] : INFO : Epoch 1832 | loss: 0.0311809 | val_loss: 0.0312044 | Time: 1423.8 ms [2021-09-28 16:27:55 main:574] : INFO : Epoch 1833 | loss: 0.0311821 | val_loss: 0.0312069 | Time: 1681.91 ms [2021-09-28 16:27:56 main:574] : INFO : Epoch 1834 | loss: 0.031183 | val_loss: 0.0312006 | Time: 1334.22 ms [2021-09-28 16:27:58 main:574] : INFO : Epoch 1835 | loss: 0.0311824 | val_loss: 0.0312039 | Time: 1628.36 ms [2021-09-28 16:28:00 main:574] : INFO : Epoch 1836 | loss: 0.0311826 | val_loss: 0.0312036 | Time: 1543.99 ms [2021-09-28 16:28:01 main:574] : INFO : Epoch 1837 | loss: 0.0311813 | val_loss: 0.031204 | Time: 1424.51 ms [2021-09-28 16:28:03 main:574] : INFO : Epoch 1838 | loss: 0.0311832 | val_loss: 0.0312083 | Time: 1677.49 ms [2021-09-28 16:28:04 main:574] : INFO : Epoch 1839 | loss: 0.0311866 | val_loss: 0.0312032 | Time: 1321.99 ms [2021-09-28 16:28:06 main:574] : INFO : Epoch 1840 | loss: 0.0311851 | val_loss: 0.0312033 | Time: 1646.26 ms [2021-09-28 16:28:08 main:574] : INFO : Epoch 1841 | loss: 0.0311845 | val_loss: 0.0312029 | Time: 1601.5 ms [2021-09-28 16:28:09 main:574] : INFO : Epoch 1842 | loss: 0.0311845 | val_loss: 0.0312052 | Time: 1422.98 ms [2021-09-28 16:28:11 main:574] : INFO : Epoch 1843 | loss: 0.0311951 | val_loss: 0.0312181 | Time: 1700 ms [2021-09-28 16:28:12 main:574] : INFO : Epoch 1844 | loss: 0.0311861 | val_loss: 0.0312071 | Time: 1352.99 ms [2021-09-28 16:28:14 main:574] : INFO : Epoch 1845 | loss: 0.0311837 | val_loss: 0.0312024 | Time: 1597.99 ms [2021-09-28 16:28:15 main:574] : INFO : Epoch 1846 | loss: 0.0311827 | val_loss: 0.0312016 | Time: 1633.85 ms [2021-09-28 16:28:17 main:574] : INFO : Epoch 1847 | loss: 0.031182 | val_loss: 0.0312016 | Time: 1351.46 ms [2021-09-28 16:28:19 main:574] : INFO : Epoch 1848 | loss: 0.0311841 | val_loss: 0.031205 | Time: 1691.89 ms [2021-09-28 16:28:20 main:574] : INFO : Epoch 1849 | loss: 0.0311815 | val_loss: 0.0312066 | Time: 1395.36 ms [2021-09-28 16:28:22 main:574] : INFO : Epoch 1850 | loss: 0.0311814 | val_loss: 0.0312027 | Time: 1540.32 ms [2021-09-28 16:28:23 main:574] : INFO : Epoch 1851 | loss: 0.0311849 | val_loss: 0.0312047 | Time: 1626.36 ms [2021-09-28 16:28:25 main:574] : INFO : Epoch 1852 | loss: 0.0311907 | val_loss: 0.0312046 | Time: 1292.12 ms [2021-09-28 16:28:26 main:574] : INFO : Epoch 1853 | loss: 0.03119 | val_loss: 0.0312014 | Time: 1683.78 ms [2021-09-28 16:28:28 main:574] : INFO : Epoch 1854 | loss: 0.031189 | val_loss: 0.0312014 | Time: 1487.8 ms [2021-09-28 16:28:30 main:574] : INFO : Epoch 1855 | loss: 0.031187 | val_loss: 0.0312013 | Time: 1459.55 ms [2021-09-28 16:28:31 main:574] : INFO : Epoch 1856 | loss: 0.0311894 | val_loss: 0.0312019 | Time: 1718.3 ms [2021-09-28 16:28:33 main:574] : INFO : Epoch 1857 | loss: 0.0311853 | val_loss: 0.0312011 | Time: 1287.41 ms [2021-09-28 16:28:34 main:574] : INFO : Epoch 1858 | loss: 0.0311867 | val_loss: 0.0311998 | Time: 1689.28 ms [2021-09-28 16:28:36 main:574] : INFO : Epoch 1859 | loss: 0.0311859 | val_loss: 0.0312008 | Time: 1488.32 ms [2021-09-28 16:28:37 main:574] : INFO : Epoch 1860 | loss: 0.0311866 | val_loss: 0.0312014 | Time: 1426.36 ms [2021-09-28 16:28:39 main:574] : INFO : Epoch 1861 | loss: 0.031186 | val_loss: 0.0312004 | Time: 1696.32 ms [2021-09-28 16:28:41 main:574] : INFO : Epoch 1862 | loss: 0.0311884 | val_loss: 0.0312055 | Time: 1305.78 ms [2021-09-28 16:28:42 main:574] : INFO : Epoch 1863 | loss: 0.0311979 | val_loss: 0.0312057 | Time: 1648.22 ms [2021-09-28 16:28:44 main:574] : INFO : Epoch 1864 | loss: 0.0311948 | val_loss: 0.0312053 | Time: 1500.25 ms [2021-09-28 16:28:45 main:574] : INFO : Epoch 1865 | loss: 0.031193 | val_loss: 0.0312038 | Time: 1376.93 ms [2021-09-28 16:28:47 main:574] : INFO : Epoch 1866 | loss: 0.0311918 | val_loss: 0.031208 | Time: 1670.71 ms [2021-09-28 16:28:48 main:574] : INFO : Epoch 1867 | loss: 0.0311916 | val_loss: 0.0312049 | Time: 1334.96 ms [2021-09-28 16:28:50 main:574] : INFO : Epoch 1868 | loss: 0.0311889 | val_loss: 0.0312051 | Time: 1512.12 ms [2021-09-28 16:28:52 main:574] : INFO : Epoch 1869 | loss: 0.0311898 | val_loss: 0.0312038 | Time: 1622.03 ms [2021-09-28 16:28:53 main:574] : INFO : Epoch 1870 | loss: 0.0311873 | val_loss: 0.031203 | Time: 1349.52 ms [2021-09-28 16:28:55 main:574] : INFO : Epoch 1871 | loss: 0.0311876 | val_loss: 0.0312032 | Time: 1652.51 ms [2021-09-28 16:28:56 main:574] : INFO : Epoch 1872 | loss: 0.0311893 | val_loss: 0.0312039 | Time: 1452.19 ms [2021-09-28 16:28:58 main:574] : INFO : Epoch 1873 | loss: 0.0311874 | val_loss: 0.0312072 | Time: 1566.3 ms [2021-09-28 16:29:00 main:574] : INFO : Epoch 1874 | loss: 0.0311882 | val_loss: 0.0312031 | Time: 1665.18 ms [2021-09-28 16:29:01 main:574] : INFO : Epoch 1875 | loss: 0.0311869 | val_loss: 0.0312018 | Time: 1310.84 ms [2021-09-28 16:29:03 main:574] : INFO : Epoch 1876 | loss: 0.0311864 | val_loss: 0.0312043 | Time: 1684.56 ms [2021-09-28 16:29:04 main:574] : INFO : Epoch 1877 | loss: 0.0311881 | val_loss: 0.0312087 | Time: 1406.87 ms [2021-09-28 16:29:06 main:574] : INFO : Epoch 1878 | loss: 0.031187 | val_loss: 0.0312024 | Time: 1479.34 ms [2021-09-28 16:29:07 main:574] : INFO : Epoch 1879 | loss: 0.0311882 | val_loss: 0.031203 | Time: 1642.8 ms [2021-09-28 16:29:09 main:574] : INFO : Epoch 1880 | loss: 0.031186 | val_loss: 0.0312002 | Time: 1289.75 ms [2021-09-28 16:29:10 main:574] : INFO : Epoch 1881 | loss: 0.0311893 | val_loss: 0.0312068 | Time: 1708.18 ms [2021-09-28 16:29:12 main:574] : INFO : Epoch 1882 | loss: 0.0311849 | val_loss: 0.0312021 | Time: 1498.4 ms [2021-09-28 16:29:14 main:574] : INFO : Epoch 1883 | loss: 0.0311839 | val_loss: 0.0312008 | Time: 1454.01 ms [2021-09-28 16:29:15 main:574] : INFO : Epoch 1884 | loss: 0.0311842 | val_loss: 0.0312003 | Time: 1666.68 ms [2021-09-28 16:29:17 main:574] : INFO : Epoch 1885 | loss: 0.0311834 | val_loss: 0.0312022 | Time: 1328.78 ms [2021-09-28 16:29:18 main:574] : INFO : Epoch 1886 | loss: 0.0311846 | val_loss: 0.0312024 | Time: 1617.07 ms [2021-09-28 16:29:20 main:574] : INFO : Epoch 1887 | loss: 0.0311853 | val_loss: 0.0312042 | Time: 1536.17 ms [2021-09-28 16:29:21 main:574] : INFO : Epoch 1888 | loss: 0.0311832 | val_loss: 0.0312046 | Time: 1391.88 ms [2021-09-28 16:29:23 main:574] : INFO : Epoch 1889 | loss: 0.031185 | val_loss: 0.0312093 | Time: 1717.61 ms [2021-09-28 16:29:25 main:574] : INFO : Epoch 1890 | loss: 0.0311888 | val_loss: 0.0312013 | Time: 1391.23 ms [2021-09-28 16:29:26 main:574] : INFO : Epoch 1891 | loss: 0.031188 | val_loss: 0.031202 | Time: 1608.63 ms [2021-09-28 16:29:28 main:574] : INFO : Epoch 1892 | loss: 0.0311995 | val_loss: 0.0312104 | Time: 1485.56 ms [2021-09-28 16:29:29 main:574] : INFO : Epoch 1893 | loss: 0.0311929 | val_loss: 0.0312012 | Time: 1436.7 ms [2021-09-28 16:29:31 main:574] : INFO : Epoch 1894 | loss: 0.0311887 | val_loss: 0.0312046 | Time: 1698.98 ms [2021-09-28 16:29:32 main:574] : INFO : Epoch 1895 | loss: 0.031189 | val_loss: 0.031212 | Time: 1309.41 ms [2021-09-28 16:29:34 main:574] : INFO : Epoch 1896 | loss: 0.0311891 | val_loss: 0.0312023 | Time: 1671.25 ms [2021-09-28 16:29:36 main:574] : INFO : Epoch 1897 | loss: 0.0311864 | val_loss: 0.0312031 | Time: 1557.49 ms [2021-09-28 16:29:37 main:574] : INFO : Epoch 1898 | loss: 0.0311871 | val_loss: 0.0312037 | Time: 1366.61 ms [2021-09-28 16:29:39 main:574] : INFO : Epoch 1899 | loss: 0.0311865 | val_loss: 0.031203 | Time: 1753.16 ms [2021-09-28 16:29:40 main:574] : INFO : Epoch 1900 | loss: 0.0311853 | val_loss: 0.0312035 | Time: 1378.39 ms [2021-09-28 16:29:42 main:574] : INFO : Epoch 1901 | loss: 0.0311842 | val_loss: 0.0312012 | Time: 1636.31 ms [2021-09-28 16:29:44 main:574] : INFO : Epoch 1902 | loss: 0.0311852 | val_loss: 0.0312013 | Time: 1637.74 ms [2021-09-28 16:29:45 main:574] : INFO : Epoch 1903 | loss: 0.0311844 | val_loss: 0.0312027 | Time: 1341.53 ms [2021-09-28 16:29:47 main:574] : INFO : Epoch 1904 | loss: 0.0311849 | val_loss: 0.0312009 | Time: 1702.18 ms [2021-09-28 16:29:49 main:574] : INFO : Epoch 1905 | loss: 0.0311854 | val_loss: 0.0312064 | Time: 1312.71 ms [2021-09-28 16:29:50 main:574] : INFO : Epoch 1906 | loss: 0.0311854 | val_loss: 0.0312042 | Time: 1604.77 ms [2021-09-28 16:29:52 main:574] : INFO : Epoch 1907 | loss: 0.0311877 | val_loss: 0.0312089 | Time: 1634.22 ms [2021-09-28 16:29:53 main:574] : INFO : Epoch 1908 | loss: 0.0311906 | val_loss: 0.0312123 | Time: 1351.07 ms [2021-09-28 16:29:55 main:574] : INFO : Epoch 1909 | loss: 0.0311848 | val_loss: 0.0312013 | Time: 1672.33 ms [2021-09-28 16:29:57 main:574] : INFO : Epoch 1910 | loss: 0.0311835 | val_loss: 0.0312044 | Time: 1436.53 ms [2021-09-28 16:29:58 main:574] : INFO : Epoch 1911 | loss: 0.031186 | val_loss: 0.0312071 | Time: 1526.76 ms [2021-09-28 16:30:00 main:574] : INFO : Epoch 1912 | loss: 0.031186 | val_loss: 0.0312107 | Time: 1636.12 ms [2021-09-28 16:30:01 main:574] : INFO : Epoch 1913 | loss: 0.0311879 | val_loss: 0.0312094 | Time: 1323.65 ms [2021-09-28 16:30:03 main:574] : INFO : Epoch 1914 | loss: 0.0311848 | val_loss: 0.0312033 | Time: 1697.03 ms [2021-09-28 16:30:04 main:574] : INFO : Epoch 1915 | loss: 0.0311825 | val_loss: 0.0312045 | Time: 1470.53 ms [2021-09-28 16:30:06 main:574] : INFO : Epoch 1916 | loss: 0.0311834 | val_loss: 0.031208 | Time: 1549 ms [2021-09-28 16:30:08 main:574] : INFO : Epoch 1917 | loss: 0.0311846 | val_loss: 0.0312025 | Time: 1615.17 ms [2021-09-28 16:30:09 main:574] : INFO : Epoch 1918 | loss: 0.0311835 | val_loss: 0.0312036 | Time: 1331.2 ms [2021-09-28 16:30:11 main:574] : INFO : Epoch 1919 | loss: 0.031183 | val_loss: 0.0312022 | Time: 1660.48 ms [2021-09-28 16:30:12 main:574] : INFO : Epoch 1920 | loss: 0.0311817 | val_loss: 0.0312023 | Time: 1457.08 ms [2021-09-28 16:30:14 main:574] : INFO : Epoch 1921 | loss: 0.0311821 | val_loss: 0.0312017 | Time: 1537.79 ms [2021-09-28 16:30:16 main:574] : INFO : Epoch 1922 | loss: 0.0311824 | val_loss: 0.0312049 | Time: 1659.59 ms [2021-09-28 16:30:17 main:574] : INFO : Epoch 1923 | loss: 0.0311819 | val_loss: 0.031203 | Time: 1281.33 ms [2021-09-28 16:30:19 main:574] : INFO : Epoch 1924 | loss: 0.0311832 | val_loss: 0.0312061 | Time: 1642.47 ms [2021-09-28 16:30:20 main:574] : INFO : Epoch 1925 | loss: 0.0311852 | val_loss: 0.0312035 | Time: 1541.7 ms [2021-09-28 16:30:22 main:574] : INFO : Epoch 1926 | loss: 0.0311825 | val_loss: 0.0312091 | Time: 1373.72 ms [2021-09-28 16:30:23 main:574] : INFO : Epoch 1927 | loss: 0.0311839 | val_loss: 0.0312009 | Time: 1741.86 ms [2021-09-28 16:30:25 main:574] : INFO : Epoch 1928 | loss: 0.0311835 | val_loss: 0.0312117 | Time: 1282.47 ms [2021-09-28 16:30:27 main:574] : INFO : Epoch 1929 | loss: 0.0311832 | val_loss: 0.031205 | Time: 1628.92 ms [2021-09-28 16:30:28 main:574] : INFO : Epoch 1930 | loss: 0.0311832 | val_loss: 0.0312052 | Time: 1500.14 ms [2021-09-28 16:30:30 main:574] : INFO : Epoch 1931 | loss: 0.0311837 | val_loss: 0.0312014 | Time: 1398.83 ms [2021-09-28 16:30:31 main:574] : INFO : Epoch 1932 | loss: 0.0311841 | val_loss: 0.0312051 | Time: 1702.06 ms [2021-09-28 16:30:33 main:574] : INFO : Epoch 1933 | loss: 0.0311818 | val_loss: 0.0312015 | Time: 1311.07 ms [2021-09-28 16:30:34 main:574] : INFO : Epoch 1934 | loss: 0.0311806 | val_loss: 0.0312044 | Time: 1607.13 ms [2021-09-28 16:30:36 main:574] : INFO : Epoch 1935 | loss: 0.0311817 | val_loss: 0.0312055 | Time: 1620.43 ms [2021-09-28 16:30:37 main:574] : INFO : Epoch 1936 | loss: 0.0311814 | val_loss: 0.0312008 | Time: 1372.19 ms [2021-09-28 16:30:39 main:574] : INFO : Epoch 1937 | loss: 0.0311838 | val_loss: 0.0312104 | Time: 1692.24 ms [2021-09-28 16:30:41 main:574] : INFO : Epoch 1938 | loss: 0.0311823 | val_loss: 0.0312037 | Time: 1361.94 ms [2021-09-28 16:30:42 main:574] : INFO : Epoch 1939 | loss: 0.0311816 | val_loss: 0.0312013 | Time: 1584.55 ms [2021-09-28 16:30:44 main:574] : INFO : Epoch 1940 | loss: 0.0311821 | val_loss: 0.0312046 | Time: 1681.09 ms [2021-09-28 16:30:45 main:574] : INFO : Epoch 1941 | loss: 0.0311833 | val_loss: 0.031209 | Time: 1318.26 ms [2021-09-28 16:30:47 main:574] : INFO : Epoch 1942 | loss: 0.0311847 | val_loss: 0.0312055 | Time: 1676.13 ms [2021-09-28 16:30:49 main:574] : INFO : Epoch 1943 | loss: 0.0311836 | val_loss: 0.0312035 | Time: 1441.77 ms [2021-09-28 16:30:50 main:574] : INFO : Epoch 1944 | loss: 0.0311828 | val_loss: 0.0312044 | Time: 1487.04 ms [2021-09-28 16:30:52 main:574] : INFO : Epoch 1945 | loss: 0.0311846 | val_loss: 0.0312086 | Time: 1681.62 ms [2021-09-28 16:30:53 main:574] : INFO : Epoch 1946 | loss: 0.0311858 | val_loss: 0.0312078 | Time: 1338.37 ms [2021-09-28 16:30:55 main:574] : INFO : Epoch 1947 | loss: 0.0311946 | val_loss: 0.031206 | Time: 1646.68 ms [2021-09-28 16:30:57 main:574] : INFO : Epoch 1948 | loss: 0.0311924 | val_loss: 0.0312066 | Time: 1453.94 ms [2021-09-28 16:30:58 main:574] : INFO : Epoch 1949 | loss: 0.0311908 | val_loss: 0.031205 | Time: 1465.98 ms [2021-09-28 16:31:00 main:574] : INFO : Epoch 1950 | loss: 0.0311904 | val_loss: 0.0312044 | Time: 1672.52 ms [2021-09-28 16:31:01 main:574] : INFO : Epoch 1951 | loss: 0.031189 | val_loss: 0.0312034 | Time: 1321.78 ms [2021-09-28 16:31:03 main:574] : INFO : Epoch 1952 | loss: 0.0311906 | val_loss: 0.0312065 | Time: 1640.46 ms [2021-09-28 16:31:04 main:574] : INFO : Epoch 1953 | loss: 0.0311927 | val_loss: 0.0312093 | Time: 1537.34 ms [2021-09-28 16:31:06 main:574] : INFO : Epoch 1954 | loss: 0.0311959 | val_loss: 0.0312158 | Time: 1426.42 ms [2021-09-28 16:31:08 main:574] : INFO : Epoch 1955 | loss: 0.0311913 | val_loss: 0.0312083 | Time: 1755.39 ms [2021-09-28 16:31:09 main:574] : INFO : Epoch 1956 | loss: 0.0311892 | val_loss: 0.0312031 | Time: 1330.93 ms [2021-09-28 16:31:11 main:574] : INFO : Epoch 1957 | loss: 0.0311895 | val_loss: 0.0312044 | Time: 1629.59 ms [2021-09-28 16:31:12 main:574] : INFO : Epoch 1958 | loss: 0.0311889 | val_loss: 0.0312097 | Time: 1518.08 ms [2021-09-28 16:31:14 main:574] : INFO : Epoch 1959 | loss: 0.0311898 | val_loss: 0.0312053 | Time: 1340.9 ms [2021-09-28 16:31:16 main:574] : INFO : Epoch 1960 | loss: 0.0311889 | val_loss: 0.0312033 | Time: 1709.74 ms [2021-09-28 16:31:17 main:574] : INFO : Epoch 1961 | loss: 0.0311882 | val_loss: 0.0312095 | Time: 1318.21 ms [2021-09-28 16:31:19 main:574] : INFO : Epoch 1962 | loss: 0.0311886 | val_loss: 0.0312062 | Time: 1707.22 ms [2021-09-28 16:31:20 main:574] : INFO : Epoch 1963 | loss: 0.0311871 | val_loss: 0.0312063 | Time: 1492.45 ms [2021-09-28 16:31:22 main:574] : INFO : Epoch 1964 | loss: 0.0311889 | val_loss: 0.0312021 | Time: 1417.26 ms [2021-09-28 16:31:24 main:574] : INFO : Epoch 1965 | loss: 0.0311911 | val_loss: 0.0312049 | Time: 1672.15 ms [2021-09-28 16:31:25 main:574] : INFO : Epoch 1966 | loss: 0.0311888 | val_loss: 0.0312025 | Time: 1348.36 ms [2021-09-28 16:31:27 main:574] : INFO : Epoch 1967 | loss: 0.0311887 | val_loss: 0.0312034 | Time: 1583.89 ms [2021-09-28 16:31:28 main:574] : INFO : Epoch 1968 | loss: 0.0311876 | val_loss: 0.0312075 | Time: 1580.05 ms [2021-09-28 16:31:30 main:574] : INFO : Epoch 1969 | loss: 0.0311887 | val_loss: 0.0312113 | Time: 1340.95 ms [2021-09-28 16:31:31 main:574] : INFO : Epoch 1970 | loss: 0.0311889 | val_loss: 0.0312048 | Time: 1724.73 ms [2021-09-28 16:31:33 main:574] : INFO : Epoch 1971 | loss: 0.0311872 | val_loss: 0.0312042 | Time: 1367.24 ms [2021-09-28 16:31:34 main:574] : INFO : Epoch 1972 | loss: 0.0311882 | val_loss: 0.0312055 | Time: 1561.85 ms [2021-09-28 16:31:36 main:574] : INFO : Epoch 1973 | loss: 0.0311865 | val_loss: 0.0312033 | Time: 1631.12 ms [2021-09-28 16:31:37 main:574] : INFO : Epoch 1974 | loss: 0.0311874 | val_loss: 0.0312029 | Time: 1349.78 ms [2021-09-28 16:31:39 main:574] : INFO : Epoch 1975 | loss: 0.0311929 | val_loss: 0.0312123 | Time: 1726.52 ms [2021-09-28 16:31:41 main:574] : INFO : Epoch 1976 | loss: 0.0311939 | val_loss: 0.0312045 | Time: 1404.93 ms [2021-09-28 16:31:42 main:574] : INFO : Epoch 1977 | loss: 0.0311896 | val_loss: 0.0312026 | Time: 1529.32 ms [2021-09-28 16:31:44 main:574] : INFO : Epoch 1978 | loss: 0.0311857 | val_loss: 0.0312119 | Time: 1698.39 ms [2021-09-28 16:31:45 main:574] : INFO : Epoch 1979 | loss: 0.0311852 | val_loss: 0.0312037 | Time: 1301.52 ms [2021-09-28 16:31:47 main:574] : INFO : Epoch 1980 | loss: 0.0311843 | val_loss: 0.0312037 | Time: 1730.36 ms [2021-09-28 16:31:49 main:574] : INFO : Epoch 1981 | loss: 0.0311856 | val_loss: 0.031204 | Time: 1512.58 ms [2021-09-28 16:31:50 main:574] : INFO : Epoch 1982 | loss: 0.0311847 | val_loss: 0.0312035 | Time: 1558.53 ms [2021-09-28 16:31:52 main:574] : INFO : Epoch 1983 | loss: 0.0311848 | val_loss: 0.0312031 | Time: 1650.65 ms [2021-09-28 16:31:53 main:574] : INFO : Epoch 1984 | loss: 0.0312052 | val_loss: 0.0312092 | Time: 1295.78 ms [2021-09-28 16:31:55 main:574] : INFO : Epoch 1985 | loss: 0.0312117 | val_loss: 0.0312111 | Time: 1753.32 ms [2021-09-28 16:31:57 main:574] : INFO : Epoch 1986 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 1520 ms [2021-09-28 16:31:58 main:574] : INFO : Epoch 1987 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 1516.27 ms [2021-09-28 16:32:00 main:574] : INFO : Epoch 1988 | loss: 0.0312089 | val_loss: 0.0312116 | Time: 1613.79 ms [2021-09-28 16:32:01 main:574] : INFO : Epoch 1989 | loss: 0.0312079 | val_loss: 0.0312086 | Time: 1313.29 ms [2021-09-28 16:32:03 main:574] : INFO : Epoch 1990 | loss: 0.0312063 | val_loss: 0.0312085 | Time: 1681 ms [2021-09-28 16:32:05 main:574] : INFO : Epoch 1991 | loss: 0.0312051 | val_loss: 0.0312101 | Time: 1491.96 ms [2021-09-28 16:32:06 main:574] : INFO : Epoch 1992 | loss: 0.0312059 | val_loss: 0.0312108 | Time: 1540.08 ms [2021-09-28 16:32:08 main:574] : INFO : Epoch 1993 | loss: 0.0312052 | val_loss: 0.0312084 | Time: 1677.79 ms [2021-09-28 16:32:09 main:574] : INFO : Epoch 1994 | loss: 0.0312048 | val_loss: 0.0312079 | Time: 1332.02 ms [2021-09-28 16:32:11 main:574] : INFO : Epoch 1995 | loss: 0.0312055 | val_loss: 0.0312126 | Time: 1702.38 ms [2021-09-28 16:32:13 main:574] : INFO : Epoch 1996 | loss: 0.0312034 | val_loss: 0.0312083 | Time: 1455.97 ms [2021-09-28 16:32:14 main:574] : INFO : Epoch 1997 | loss: 0.0312021 | val_loss: 0.0312086 | Time: 1490.87 ms [2021-09-28 16:32:16 main:574] : INFO : Epoch 1998 | loss: 0.0312028 | val_loss: 0.0312076 | Time: 1683.33 ms [2021-09-28 16:32:17 main:574] : INFO : Epoch 1999 | loss: 0.0312071 | val_loss: 0.0312183 | Time: 1287.97 ms [2021-09-28 16:32:19 main:574] : INFO : Epoch 2000 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1689.53 ms [2021-09-28 16:32:21 main:574] : INFO : Epoch 2001 | loss: 0.0312048 | val_loss: 0.0312108 | Time: 1483.86 ms [2021-09-28 16:32:22 main:574] : INFO : Epoch 2002 | loss: 0.0312029 | val_loss: 0.0312095 | Time: 1475.71 ms [2021-09-28 16:32:24 main:574] : INFO : Epoch 2003 | loss: 0.0312022 | val_loss: 0.031212 | Time: 1735.69 ms [2021-09-28 16:32:25 main:574] : INFO : Epoch 2004 | loss: 0.0312016 | val_loss: 0.0312078 | Time: 1287.19 ms [2021-09-28 16:32:27 main:574] : INFO : Epoch 2005 | loss: 0.0312001 | val_loss: 0.0312054 | Time: 1630.21 ms [2021-09-28 16:32:29 main:574] : INFO : Epoch 2006 | loss: 0.031201 | val_loss: 0.0312054 | Time: 1572.14 ms [2021-09-28 16:32:30 main:574] : INFO : Epoch 2007 | loss: 0.0312024 | val_loss: 0.0312053 | Time: 1474.08 ms [2021-09-28 16:32:32 main:574] : INFO : Epoch 2008 | loss: 0.0312003 | val_loss: 0.0312076 | Time: 1780.44 ms [2021-09-28 16:32:33 main:574] : INFO : Epoch 2009 | loss: 0.0311999 | val_loss: 0.0312079 | Time: 1296.43 ms [2021-09-28 16:32:35 main:574] : INFO : Epoch 2010 | loss: 0.0312025 | val_loss: 0.0312076 | Time: 1681.88 ms [2021-09-28 16:32:37 main:574] : INFO : Epoch 2011 | loss: 0.0312013 | val_loss: 0.0312049 | Time: 1583.54 ms [2021-09-28 16:32:38 main:574] : INFO : Epoch 2012 | loss: 0.0311996 | val_loss: 0.0312081 | Time: 1374.12 ms [2021-09-28 16:32:40 main:574] : INFO : Epoch 2013 | loss: 0.0311999 | val_loss: 0.0312064 | Time: 1706.67 ms [2021-09-28 16:32:41 main:574] : INFO : Epoch 2014 | loss: 0.0312033 | val_loss: 0.0312151 | Time: 1349.09 ms [2021-09-28 16:32:43 main:574] : INFO : Epoch 2015 | loss: 0.0312067 | val_loss: 0.031209 | Time: 1596.93 ms [2021-09-28 16:32:45 main:574] : INFO : Epoch 2016 | loss: 0.0312088 | val_loss: 0.0312116 | Time: 1657.24 ms [2021-09-28 16:32:46 main:574] : INFO : Epoch 2017 | loss: 0.0312083 | val_loss: 0.0312106 | Time: 1359.19 ms [2021-09-28 16:32:48 main:574] : INFO : Epoch 2018 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 1751.45 ms [2021-09-28 16:32:49 main:574] : INFO : Epoch 2019 | loss: 0.0312092 | val_loss: 0.0312057 | Time: 1391.1 ms [2021-09-28 16:32:51 main:574] : INFO : Epoch 2020 | loss: 0.0312073 | val_loss: 0.0312104 | Time: 1545.56 ms [2021-09-28 16:32:53 main:574] : INFO : Epoch 2021 | loss: 0.0312039 | val_loss: 0.0312097 | Time: 1655.22 ms [2021-09-28 16:32:54 main:574] : INFO : Epoch 2022 | loss: 0.0312059 | val_loss: 0.0312044 | Time: 1346.93 ms [2021-09-28 16:32:56 main:574] : INFO : Epoch 2023 | loss: 0.0312051 | val_loss: 0.0312133 | Time: 1786.83 ms [2021-09-28 16:32:57 main:574] : INFO : Epoch 2024 | loss: 0.0312046 | val_loss: 0.031205 | Time: 1306.38 ms [2021-09-28 16:32:59 main:574] : INFO : Epoch 2025 | loss: 0.0312025 | val_loss: 0.0312051 | Time: 1579.06 ms [2021-09-28 16:33:01 main:574] : INFO : Epoch 2026 | loss: 0.0312015 | val_loss: 0.0312046 | Time: 1559.11 ms [2021-09-28 16:33:02 main:574] : INFO : Epoch 2027 | loss: 0.0312012 | val_loss: 0.031206 | Time: 1376.64 ms [2021-09-28 16:33:04 main:574] : INFO : Epoch 2028 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 1725.34 ms [2021-09-28 16:33:05 main:574] : INFO : Epoch 2029 | loss: 0.0312006 | val_loss: 0.0312065 | Time: 1321.91 ms [2021-09-28 16:33:07 main:574] : INFO : Epoch 2030 | loss: 0.0312003 | val_loss: 0.0312089 | Time: 1575.21 ms [2021-09-28 16:33:08 main:574] : INFO : Epoch 2031 | loss: 0.0312015 | val_loss: 0.0312047 | Time: 1655.84 ms [2021-09-28 16:33:10 main:574] : INFO : Epoch 2032 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1341.63 ms [2021-09-28 16:33:12 main:574] : INFO : Epoch 2033 | loss: 0.0312006 | val_loss: 0.0312044 | Time: 1731.99 ms [2021-09-28 16:33:13 main:574] : INFO : Epoch 2034 | loss: 0.0311992 | val_loss: 0.0312054 | Time: 1384.86 ms [2021-09-28 16:33:15 main:574] : INFO : Epoch 2035 | loss: 0.0312 | val_loss: 0.0312117 | Time: 1527.46 ms [2021-09-28 16:33:16 main:574] : INFO : Epoch 2036 | loss: 0.0312038 | val_loss: 0.0312114 | Time: 1683.84 ms [2021-09-28 16:33:18 main:574] : INFO : Epoch 2037 | loss: 0.0311991 | val_loss: 0.0312045 | Time: 1302.73 ms [2021-09-28 16:33:20 main:574] : INFO : Epoch 2038 | loss: 0.0311986 | val_loss: 0.0312113 | Time: 1689.41 ms [2021-09-28 16:33:21 main:574] : INFO : Epoch 2039 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 1463.19 ms [2021-09-28 16:33:23 main:574] : INFO : Epoch 2040 | loss: 0.0311981 | val_loss: 0.0312049 | Time: 1474.99 ms [2021-09-28 16:33:24 main:574] : INFO : Epoch 2041 | loss: 0.0312011 | val_loss: 0.0312081 | Time: 1663.33 ms [2021-09-28 16:33:26 main:574] : INFO : Epoch 2042 | loss: 0.0312019 | val_loss: 0.0312059 | Time: 1292.72 ms [2021-09-28 16:33:27 main:574] : INFO : Epoch 2043 | loss: 0.0312018 | val_loss: 0.0312051 | Time: 1695.07 ms [2021-09-28 16:33:29 main:574] : INFO : Epoch 2044 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 1564.78 ms [2021-09-28 16:33:31 main:574] : INFO : Epoch 2045 | loss: 0.0312014 | val_loss: 0.0312062 | Time: 1457.61 ms [2021-09-28 16:33:32 main:574] : INFO : Epoch 2046 | loss: 0.0312018 | val_loss: 0.031206 | Time: 1682.11 ms [2021-09-28 16:33:34 main:574] : INFO : Epoch 2047 | loss: 0.0311989 | val_loss: 0.0312051 | Time: 1304.74 ms [2021-09-28 16:33:35 main:574] : INFO : Epoch 2048 | loss: 0.0311983 | val_loss: 0.0312036 | Time: 1653.85 ms [2021-09-28 16:33:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036 [2021-09-28 16:33:35 main:603] : INFO : Saving end state to config to file [2021-09-28 16:33:35 main:608] : INFO : Success, exiting.. 16:33:36 (2752): 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)