Task 7642255
| Name | ParityModified-1631728641-20279-2_0 |
| Workunit | 5295041 |
| Created | 27 Sep 2021, 8:32:49 UTC |
| Sent | 4 Oct 2021, 0:48:03 UTC |
| Report deadline | 11 Oct 2021, 0:48:03 UTC |
| Received | 5 Oct 2021, 4:59:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 49 min 32 sec |
| CPU time | 49 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> -05 06:47:01 main:581] : INFO : Epoch 1538 | loss: 0.0311917 | val_loss: 0.0311965 | Time: 1444.03 ms [2021-10-05 06:47:02 main:581] : INFO : Epoch 1539 | loss: 0.0311921 | val_loss: 0.0311989 | Time: 1450.97 ms [2021-10-05 06:47:04 main:581] : INFO : Epoch 1540 | loss: 0.0311921 | val_loss: 0.0311965 | Time: 1442.27 ms [2021-10-05 06:47:05 main:581] : INFO : Epoch 1541 | loss: 0.0311919 | val_loss: 0.0311965 | Time: 1442.68 ms [2021-10-05 06:47:07 main:581] : INFO : Epoch 1542 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 1439.79 ms [2021-10-05 06:47:08 main:581] : INFO : Epoch 1543 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 1443.03 ms [2021-10-05 06:47:09 main:581] : INFO : Epoch 1544 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 1442.52 ms [2021-10-05 06:47:11 main:581] : INFO : Epoch 1545 | loss: 0.0311911 | val_loss: 0.0311957 | Time: 1450.95 ms [2021-10-05 06:47:12 main:581] : INFO : Epoch 1546 | loss: 0.0311904 | val_loss: 0.0311972 | Time: 1450.59 ms [2021-10-05 06:47:14 main:581] : INFO : Epoch 1547 | loss: 0.031191 | val_loss: 0.0311975 | Time: 1450.62 ms [2021-10-05 06:47:15 main:581] : INFO : Epoch 1548 | loss: 0.0311911 | val_loss: 0.0311963 | Time: 1442.24 ms [2021-10-05 06:47:17 main:581] : INFO : Epoch 1549 | loss: 0.0311903 | val_loss: 0.031198 | Time: 1449.37 ms [2021-10-05 06:47:18 main:581] : INFO : Epoch 1550 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 1442.19 ms [2021-10-05 06:47:20 main:581] : INFO : Epoch 1551 | loss: 0.0311906 | val_loss: 0.0311965 | Time: 1431.85 ms [2021-10-05 06:47:21 main:581] : INFO : Epoch 1552 | loss: 0.0311906 | val_loss: 0.031196 | Time: 1435.53 ms [2021-10-05 06:47:22 main:581] : INFO : Epoch 1553 | loss: 0.0311919 | val_loss: 0.0311963 | Time: 1434.39 ms [2021-10-05 06:47:24 main:581] : INFO : Epoch 1554 | loss: 0.0311897 | val_loss: 0.0312006 | Time: 1444.54 ms [2021-10-05 06:47:25 main:581] : INFO : Epoch 1555 | loss: 0.031192 | val_loss: 0.031197 | Time: 1434.11 ms [2021-10-05 06:47:27 main:581] : INFO : Epoch 1556 | loss: 0.0311901 | val_loss: 0.031196 | Time: 1436 ms [2021-10-05 06:47:28 main:581] : INFO : Epoch 1557 | loss: 0.0311898 | val_loss: 0.0311954 | Time: 1441.96 ms [2021-10-05 06:47:30 main:581] : INFO : Epoch 1558 | loss: 0.0311913 | val_loss: 0.031197 | Time: 1442.64 ms [2021-10-05 06:47:31 main:581] : INFO : Epoch 1559 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 1455.27 ms [2021-10-05 06:47:33 main:581] : INFO : Epoch 1560 | loss: 0.0311904 | val_loss: 0.0311961 | Time: 1430.71 ms [2021-10-05 06:47:34 main:581] : INFO : Epoch 1561 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 1508.29 ms [2021-10-05 06:47:36 main:581] : INFO : Epoch 1562 | loss: 0.0311907 | val_loss: 0.0311951 | Time: 1464.35 ms [2021-10-05 06:47:37 main:581] : INFO : Epoch 1563 | loss: 0.0311903 | val_loss: 0.0311948 | Time: 1451.31 ms [2021-10-05 06:47:38 main:581] : INFO : Epoch 1564 | loss: 0.0311892 | val_loss: 0.0311969 | Time: 1438.53 ms [2021-10-05 06:47:40 main:581] : INFO : Epoch 1565 | loss: 0.0311903 | val_loss: 0.0311986 | Time: 1500.1 ms [2021-10-05 06:47:41 main:581] : INFO : Epoch 1566 | loss: 0.0311922 | val_loss: 0.0312021 | Time: 1441.3 ms [2021-10-05 06:47:43 main:581] : INFO : Epoch 1567 | loss: 0.0311928 | val_loss: 0.0311993 | Time: 1453.75 ms [2021-10-05 06:47:44 main:581] : INFO : Epoch 1568 | loss: 0.0311896 | val_loss: 0.0311987 | Time: 1450.3 ms [2021-10-05 06:47:46 main:581] : INFO : Epoch 1569 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 1439.95 ms [2021-10-05 06:47:47 main:581] : INFO : Epoch 1570 | loss: 0.0311901 | val_loss: 0.0311962 | Time: 1453.41 ms [2021-10-05 06:47:49 main:581] : INFO : Epoch 1571 | loss: 0.0311889 | val_loss: 0.0311967 | Time: 1432.22 ms [2021-10-05 06:47:50 main:581] : INFO : Epoch 1572 | loss: 0.0311893 | val_loss: 0.0311965 | Time: 1438.7 ms [2021-10-05 06:47:51 main:581] : INFO : Epoch 1573 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 1431.05 ms [2021-10-05 06:47:53 main:581] : INFO : Epoch 1574 | loss: 0.0311888 | val_loss: 0.0311976 | Time: 1437.81 ms [2021-10-05 06:47:54 main:581] : INFO : Epoch 1575 | loss: 0.0311894 | val_loss: 0.0311968 | Time: 1566.64 ms [2021-10-05 06:47:56 main:581] : INFO : Epoch 1576 | loss: 0.031189 | val_loss: 0.0311964 | Time: 1727.41 ms [2021-10-05 06:47:58 main:581] : INFO : Epoch 1577 | loss: 0.0311884 | val_loss: 0.0311962 | Time: 1493.83 ms [2021-10-05 06:47:59 main:581] : INFO : Epoch 1578 | loss: 0.0311886 | val_loss: 0.031198 | Time: 1657.86 ms [2021-10-05 06:48:01 main:581] : INFO : Epoch 1579 | loss: 0.0311887 | val_loss: 0.0311953 | Time: 1477.36 ms [2021-10-05 06:48:02 main:581] : INFO : Epoch 1580 | loss: 0.0311879 | val_loss: 0.031197 | Time: 1436.11 ms [2021-10-05 06:48:04 main:581] : INFO : Epoch 1581 | loss: 0.0311883 | val_loss: 0.0311996 | Time: 1436.78 ms [2021-10-05 06:48:05 main:581] : INFO : Epoch 1582 | loss: 0.0311888 | val_loss: 0.0311963 | Time: 1437.36 ms [2021-10-05 06:48:07 main:581] : INFO : Epoch 1583 | loss: 0.0311879 | val_loss: 0.031197 | Time: 1526.12 ms [2021-10-05 06:48:08 main:581] : INFO : Epoch 1584 | loss: 0.0311883 | val_loss: 0.0311977 | Time: 1430.62 ms [2021-10-05 06:48:09 main:581] : INFO : Epoch 1585 | loss: 0.03119 | val_loss: 0.0311976 | Time: 1433.74 ms [2021-10-05 06:48:11 main:581] : INFO : Epoch 1586 | loss: 0.0311898 | val_loss: 0.0311993 | Time: 1433.07 ms [2021-10-05 06:48:12 main:581] : INFO : Epoch 1587 | loss: 0.0311907 | val_loss: 0.0312041 | Time: 1447.76 ms [2021-10-05 06:48:14 main:581] : INFO : Epoch 1588 | loss: 0.031189 | val_loss: 0.0311992 | Time: 1433.4 ms [2021-10-05 06:48:15 main:581] : INFO : Epoch 1589 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 1442.73 ms [2021-10-05 06:48:17 main:581] : INFO : Epoch 1590 | loss: 0.0311875 | val_loss: 0.031198 | Time: 1429.48 ms [2021-10-05 06:48:18 main:581] : INFO : Epoch 1591 | loss: 0.0311876 | val_loss: 0.0311975 | Time: 1455.47 ms [2021-10-05 06:48:20 main:581] : INFO : Epoch 1592 | loss: 0.0311881 | val_loss: 0.0312013 | Time: 1421.77 ms [2021-10-05 06:48:21 main:581] : INFO : Epoch 1593 | loss: 0.0311895 | val_loss: 0.0311961 | Time: 1422.9 ms [2021-10-05 06:48:22 main:581] : INFO : Epoch 1594 | loss: 0.0311878 | val_loss: 0.0311969 | Time: 1426.85 ms [2021-10-05 06:48:24 main:581] : INFO : Epoch 1595 | loss: 0.0311873 | val_loss: 0.0311988 | Time: 1443.28 ms [2021-10-05 06:48:25 main:581] : INFO : Epoch 1596 | loss: 0.0311874 | val_loss: 0.0311982 | Time: 1432.96 ms [2021-10-05 06:48:27 main:581] : INFO : Epoch 1597 | loss: 0.0311878 | val_loss: 0.0311991 | Time: 1522.77 ms [2021-10-05 06:48:28 main:581] : INFO : Epoch 1598 | loss: 0.0311878 | val_loss: 0.031198 | Time: 1556.15 ms [2021-10-05 06:48:30 main:581] : INFO : Epoch 1599 | loss: 0.0311869 | val_loss: 0.0311971 | Time: 1440.21 ms [2021-10-05 06:48:31 main:581] : INFO : Epoch 1600 | loss: 0.0311871 | val_loss: 0.0311983 | Time: 1433.62 ms [2021-10-05 06:48:33 main:581] : INFO : Epoch 1601 | loss: 0.0311871 | val_loss: 0.031197 | Time: 1433.73 ms [2021-10-05 06:48:34 main:581] : INFO : Epoch 1602 | loss: 0.0311868 | val_loss: 0.0311982 | Time: 1429.16 ms [2021-10-05 06:48:36 main:581] : INFO : Epoch 1603 | loss: 0.0311872 | val_loss: 0.0311977 | Time: 1425.28 ms [2021-10-05 06:48:37 main:581] : INFO : Epoch 1604 | loss: 0.0311871 | val_loss: 0.0311991 | Time: 1437.07 ms [2021-10-05 06:48:38 main:581] : INFO : Epoch 1605 | loss: 0.0311873 | val_loss: 0.0311968 | Time: 1438.97 ms [2021-10-05 06:48:40 main:581] : INFO : Epoch 1606 | loss: 0.0311864 | val_loss: 0.0311978 | Time: 1431.72 ms [2021-10-05 06:48:41 main:581] : INFO : Epoch 1607 | loss: 0.031187 | val_loss: 0.0311982 | Time: 1426.4 ms [2021-10-05 06:48:43 main:581] : INFO : Epoch 1608 | loss: 0.0311868 | val_loss: 0.0311965 | Time: 1429.49 ms [2021-10-05 06:48:44 main:581] : INFO : Epoch 1609 | loss: 0.0311869 | val_loss: 0.0311965 | Time: 1446.5 ms [2021-10-05 06:48:46 main:581] : INFO : Epoch 1610 | loss: 0.0311867 | val_loss: 0.0311962 | Time: 1429.44 ms [2021-10-05 06:48:47 main:581] : INFO : Epoch 1611 | loss: 0.0311862 | val_loss: 0.0311965 | Time: 1437.69 ms [2021-10-05 06:48:49 main:581] : INFO : Epoch 1612 | loss: 0.0311859 | val_loss: 0.031196 | Time: 1518.32 ms [2021-10-05 06:48:50 main:581] : INFO : Epoch 1613 | loss: 0.0311862 | val_loss: 0.0311956 | Time: 1557 ms [2021-10-05 06:48:52 main:581] : INFO : Epoch 1614 | loss: 0.0311887 | val_loss: 0.0311957 | Time: 1520.33 ms [2021-10-05 06:48:53 main:581] : INFO : Epoch 1615 | loss: 0.0311879 | val_loss: 0.0311942 | Time: 1485.64 ms [2021-10-05 06:48:55 main:581] : INFO : Epoch 1616 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 1450.81 ms [2021-10-05 06:48:56 main:581] : INFO : Epoch 1617 | loss: 0.0311869 | val_loss: 0.0311953 | Time: 1444.27 ms [2021-10-05 06:48:58 main:581] : INFO : Epoch 1618 | loss: 0.031186 | val_loss: 0.0311947 | Time: 1524.17 ms [2021-10-05 06:48:59 main:581] : INFO : Epoch 1619 | loss: 0.0311876 | val_loss: 0.0311934 | Time: 1424.75 ms [2021-10-05 06:49:00 main:581] : INFO : Epoch 1620 | loss: 0.0311861 | val_loss: 0.0311927 | Time: 1449.51 ms [2021-10-05 06:49:02 main:581] : INFO : Epoch 1621 | loss: 0.0311855 | val_loss: 0.0311942 | Time: 1561.94 ms [2021-10-05 06:49:03 main:581] : INFO : Epoch 1622 | loss: 0.0311854 | val_loss: 0.0311949 | Time: 1435.11 ms [2021-10-05 06:49:05 main:581] : INFO : Epoch 1623 | loss: 0.0311857 | val_loss: 0.0311953 | Time: 1466.97 ms [2021-10-05 06:49:06 main:581] : INFO : Epoch 1624 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 1435.8 ms [2021-10-05 06:49:08 main:581] : INFO : Epoch 1625 | loss: 0.0311851 | val_loss: 0.031193 | Time: 1432.21 ms [2021-10-05 06:49:09 main:581] : INFO : Epoch 1626 | loss: 0.031185 | val_loss: 0.0311935 | Time: 1431.28 ms [2021-10-05 06:49:11 main:581] : INFO : Epoch 1627 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 1438.08 ms [2021-10-05 06:49:12 main:581] : INFO : Epoch 1628 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 1426.49 ms [2021-10-05 06:49:13 main:581] : INFO : Epoch 1629 | loss: 0.0311865 | val_loss: 0.0311949 | Time: 1435.97 ms [2021-10-05 06:49:15 main:581] : INFO : Epoch 1630 | loss: 0.031186 | val_loss: 0.0311932 | Time: 1459.35 ms [2021-10-05 06:49:16 main:581] : INFO : Epoch 1631 | loss: 0.0311859 | val_loss: 0.0311933 | Time: 1432.21 ms [2021-10-05 06:49:18 main:581] : INFO : Epoch 1632 | loss: 0.031185 | val_loss: 0.031194 | Time: 1430.78 ms [2021-10-05 06:49:19 main:581] : INFO : Epoch 1633 | loss: 0.0311847 | val_loss: 0.0311929 | Time: 1447.6 ms [2021-10-05 06:49:21 main:581] : INFO : Epoch 1634 | loss: 0.0311846 | val_loss: 0.0311936 | Time: 1437.84 ms [2021-10-05 06:49:22 main:581] : INFO : Epoch 1635 | loss: 0.0311856 | val_loss: 0.0311935 | Time: 1434.31 ms [2021-10-05 06:49:24 main:581] : INFO : Epoch 1636 | loss: 0.0311859 | val_loss: 0.0311949 | Time: 1432.09 ms [2021-10-05 06:49:25 main:581] : INFO : Epoch 1637 | loss: 0.0311864 | val_loss: 0.0311945 | Time: 1445.96 ms [2021-10-05 06:49:26 main:581] : INFO : Epoch 1638 | loss: 0.0311852 | val_loss: 0.0311931 | Time: 1447.5 ms [2021-10-05 06:49:28 main:581] : INFO : Epoch 1639 | loss: 0.0311856 | val_loss: 0.0311932 | Time: 1446.33 ms [2021-10-05 06:49:29 main:581] : INFO : Epoch 1640 | loss: 0.0311862 | val_loss: 0.031194 | Time: 1450.62 ms [2021-10-05 06:49:31 main:581] : INFO : Epoch 1641 | loss: 0.0311846 | val_loss: 0.0311934 | Time: 1444.39 ms [2021-10-05 06:49:32 main:581] : INFO : Epoch 1642 | loss: 0.0311833 | val_loss: 0.0311935 | Time: 1434.48 ms [2021-10-05 06:49:34 main:581] : INFO : Epoch 1643 | loss: 0.0311868 | val_loss: 0.0312104 | Time: 1447.55 ms [2021-10-05 06:49:35 main:581] : INFO : Epoch 1644 | loss: 0.0312044 | val_loss: 0.0312093 | Time: 1445.37 ms [2021-10-05 06:49:37 main:581] : INFO : Epoch 1645 | loss: 0.0311999 | val_loss: 0.0312001 | Time: 1434.4 ms [2021-10-05 06:49:38 main:581] : INFO : Epoch 1646 | loss: 0.0311912 | val_loss: 0.031191 | Time: 1438.17 ms [2021-10-05 06:49:39 main:581] : INFO : Epoch 1647 | loss: 0.031189 | val_loss: 0.0311914 | Time: 1442.76 ms [2021-10-05 06:49:41 main:581] : INFO : Epoch 1648 | loss: 0.031189 | val_loss: 0.0311897 | Time: 1430.93 ms [2021-10-05 06:49:42 main:581] : INFO : Epoch 1649 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 1497.41 ms [2021-10-05 06:49:44 main:581] : INFO : Epoch 1650 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 1436.93 ms [2021-10-05 06:49:45 main:581] : INFO : Epoch 1651 | loss: 0.0311868 | val_loss: 0.0311935 | Time: 1429.71 ms [2021-10-05 06:49:47 main:581] : INFO : Epoch 1652 | loss: 0.031189 | val_loss: 0.031192 | Time: 1433.26 ms [2021-10-05 06:49:48 main:581] : INFO : Epoch 1653 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 1437.27 ms [2021-10-05 06:49:50 main:581] : INFO : Epoch 1654 | loss: 0.0311862 | val_loss: 0.031192 | Time: 1431.16 ms [2021-10-05 06:49:51 main:581] : INFO : Epoch 1655 | loss: 0.0311863 | val_loss: 0.0311901 | Time: 1446.99 ms [2021-10-05 06:49:52 main:581] : INFO : Epoch 1656 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 1448.44 ms [2021-10-05 06:49:54 main:581] : INFO : Epoch 1657 | loss: 0.0311853 | val_loss: 0.0311909 | Time: 1438.04 ms [2021-10-05 06:49:55 main:581] : INFO : Epoch 1658 | loss: 0.0311857 | val_loss: 0.03119 | Time: 1434.85 ms [2021-10-05 06:49:57 main:581] : INFO : Epoch 1659 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 1457.13 ms [2021-10-05 06:49:58 main:581] : INFO : Epoch 1660 | loss: 0.0311844 | val_loss: 0.0311904 | Time: 1525.69 ms [2021-10-05 06:50:00 main:581] : INFO : Epoch 1661 | loss: 0.0311852 | val_loss: 0.0311933 | Time: 1511.52 ms [2021-10-05 06:50:01 main:581] : INFO : Epoch 1662 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 1430 ms [2021-10-05 06:50:03 main:581] : INFO : Epoch 1663 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 1440.99 ms [2021-10-05 06:50:04 main:581] : INFO : Epoch 1664 | loss: 0.0311842 | val_loss: 0.0311916 | Time: 1431.82 ms [2021-10-05 06:50:06 main:581] : INFO : Epoch 1665 | loss: 0.0311845 | val_loss: 0.03119 | Time: 1426.78 ms [2021-10-05 06:50:07 main:581] : INFO : Epoch 1666 | loss: 0.0311839 | val_loss: 0.0311912 | Time: 1450.65 ms [2021-10-05 06:50:08 main:581] : INFO : Epoch 1667 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 1439.71 ms [2021-10-05 06:50:10 main:581] : INFO : Epoch 1668 | loss: 0.0311856 | val_loss: 0.0311947 | Time: 1444.26 ms [2021-10-05 06:50:11 main:581] : INFO : Epoch 1669 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 1440.66 ms [2021-10-05 06:50:13 main:581] : INFO : Epoch 1670 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 1438.47 ms [2021-10-05 06:50:14 main:581] : INFO : Epoch 1671 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 1430.83 ms [2021-10-05 06:50:16 main:581] : INFO : Epoch 1672 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 1439.77 ms [2021-10-05 06:50:17 main:581] : INFO : Epoch 1673 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 1431.25 ms [2021-10-05 06:50:18 main:581] : INFO : Epoch 1674 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 1430.88 ms [2021-10-05 06:50:20 main:581] : INFO : Epoch 1675 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 1440.75 ms [2021-10-05 06:50:21 main:581] : INFO : Epoch 1676 | loss: 0.0311832 | val_loss: 0.0311921 | Time: 1443.03 ms [2021-10-05 06:50:23 main:581] : INFO : Epoch 1677 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 1461.54 ms [2021-10-05 06:50:24 main:581] : INFO : Epoch 1678 | loss: 0.0311834 | val_loss: 0.0311911 | Time: 1467.43 ms [2021-10-05 06:50:26 main:581] : INFO : Epoch 1679 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 1427.33 ms [2021-10-05 06:50:27 main:581] : INFO : Epoch 1680 | loss: 0.0311837 | val_loss: 0.0311915 | Time: 1532.88 ms [2021-10-05 06:50:29 main:581] : INFO : Epoch 1681 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 1504.85 ms [2021-10-05 06:50:30 main:581] : INFO : Epoch 1682 | loss: 0.0311836 | val_loss: 0.031195 | Time: 1449.57 ms [2021-10-05 06:50:32 main:581] : INFO : Epoch 1683 | loss: 0.0311851 | val_loss: 0.03119 | Time: 1451.79 ms [2021-10-05 06:50:33 main:581] : INFO : Epoch 1684 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 1471.84 ms [2021-10-05 06:50:35 main:581] : INFO : Epoch 1685 | loss: 0.0311827 | val_loss: 0.0311896 | Time: 1536.87 ms [2021-10-05 06:50:36 main:581] : INFO : Epoch 1686 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 1431.78 ms [2021-10-05 06:50:38 main:581] : INFO : Epoch 1687 | loss: 0.0311819 | val_loss: 0.0311916 | Time: 1429.69 ms [2021-10-05 06:50:39 main:581] : INFO : Epoch 1688 | loss: 0.0311812 | val_loss: 0.0311892 | Time: 1442.77 ms [2021-10-05 06:50:40 main:581] : INFO : Epoch 1689 | loss: 0.0311818 | val_loss: 0.0311919 | Time: 1450.98 ms [2021-10-05 06:50:42 main:581] : INFO : Epoch 1690 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 1519 ms [2021-10-05 06:50:43 main:581] : INFO : Epoch 1691 | loss: 0.0311835 | val_loss: 0.0311898 | Time: 1441.51 ms [2021-10-05 06:50:45 main:581] : INFO : Epoch 1692 | loss: 0.0311836 | val_loss: 0.0311889 | Time: 1451.41 ms [2021-10-05 06:50:46 main:581] : INFO : Epoch 1693 | loss: 0.0311813 | val_loss: 0.0311882 | Time: 1487.61 ms [2021-10-05 06:50:48 main:581] : INFO : Epoch 1694 | loss: 0.0311813 | val_loss: 0.0311898 | Time: 1531.06 ms [2021-10-05 06:50:49 main:581] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311883 | Time: 1599.86 ms [2021-10-05 06:50:51 main:581] : INFO : Epoch 1696 | loss: 0.0311814 | val_loss: 0.03119 | Time: 1532.47 ms [2021-10-05 06:50:52 main:581] : INFO : Epoch 1697 | loss: 0.0311815 | val_loss: 0.0311872 | Time: 1436.71 ms [2021-10-05 06:50:54 main:581] : INFO : Epoch 1698 | loss: 0.031181 | val_loss: 0.0311886 | Time: 1482.69 ms [2021-10-05 06:50:55 main:581] : INFO : Epoch 1699 | loss: 0.0311828 | val_loss: 0.0311886 | Time: 1426.34 ms [2021-10-05 06:50:57 main:581] : INFO : Epoch 1700 | loss: 0.0311817 | val_loss: 0.0311886 | Time: 1436.02 ms [2021-10-05 06:50:58 main:581] : INFO : Epoch 1701 | loss: 0.0311804 | val_loss: 0.0311875 | Time: 1439.21 ms [2021-10-05 06:51:00 main:581] : INFO : Epoch 1702 | loss: 0.0311805 | val_loss: 0.031189 | Time: 1443.18 ms [2021-10-05 06:51:01 main:581] : INFO : Epoch 1703 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 1430.58 ms [2021-10-05 06:51:03 main:581] : INFO : Epoch 1704 | loss: 0.0311801 | val_loss: 0.0311871 | Time: 1453.01 ms [2021-10-05 06:51:04 main:581] : INFO : Epoch 1705 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 1452.39 ms [2021-10-05 06:51:05 main:581] : INFO : Epoch 1706 | loss: 0.0311798 | val_loss: 0.0311894 | Time: 1439.68 ms [2021-10-05 06:51:07 main:581] : INFO : Epoch 1707 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 1440.08 ms [2021-10-05 06:51:08 main:581] : INFO : Epoch 1708 | loss: 0.0311802 | val_loss: 0.0311888 | Time: 1468.92 ms [2021-10-05 06:51:10 main:581] : INFO : Epoch 1709 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 1434.27 ms [2021-10-05 06:51:11 main:581] : INFO : Epoch 1710 | loss: 0.0311779 | val_loss: 0.0311883 | Time: 1440.2 ms [2021-10-05 06:51:13 main:581] : INFO : Epoch 1711 | loss: 0.0311788 | val_loss: 0.0311898 | Time: 1432.69 ms [2021-10-05 06:51:14 main:581] : INFO : Epoch 1712 | loss: 0.0311796 | val_loss: 0.031186 | Time: 1437.6 ms [2021-10-05 06:51:16 main:581] : INFO : Epoch 1713 | loss: 0.031178 | val_loss: 0.0311859 | Time: 1435.35 ms [2021-10-05 06:51:17 main:581] : INFO : Epoch 1714 | loss: 0.0311805 | val_loss: 0.0311879 | Time: 1449.82 ms [2021-10-05 06:51:18 main:581] : INFO : Epoch 1715 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 1449.83 ms [2021-10-05 06:51:20 main:581] : INFO : Epoch 1716 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 1440.83 ms [2021-10-05 06:51:21 main:581] : INFO : Epoch 1717 | loss: 0.0311786 | val_loss: 0.0311866 | Time: 1435.27 ms [2021-10-05 06:51:23 main:581] : INFO : Epoch 1718 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 1434.14 ms [2021-10-05 06:51:24 main:581] : INFO : Epoch 1719 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 1451.76 ms [2021-10-05 06:51:26 main:581] : INFO : Epoch 1720 | loss: 0.0311793 | val_loss: 0.0311855 | Time: 1506.53 ms [2021-10-05 06:51:27 main:581] : INFO : Epoch 1721 | loss: 0.0311777 | val_loss: 0.0311852 | Time: 1510.38 ms [2021-10-05 06:51:29 main:581] : INFO : Epoch 1722 | loss: 0.0311783 | val_loss: 0.0311881 | Time: 1482.07 ms [2021-10-05 06:51:30 main:581] : INFO : Epoch 1723 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 1521.98 ms [2021-10-05 06:51:32 main:581] : INFO : Epoch 1724 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1432.49 ms [2021-10-05 06:51:33 main:581] : INFO : Epoch 1725 | loss: 0.031178 | val_loss: 0.0311863 | Time: 1535.78 ms [2021-10-05 06:51:35 main:581] : INFO : Epoch 1726 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 1450.38 ms [2021-10-05 06:51:36 main:581] : INFO : Epoch 1727 | loss: 0.0311786 | val_loss: 0.031186 | Time: 1443.56 ms [2021-10-05 06:51:37 main:581] : INFO : Epoch 1728 | loss: 0.031179 | val_loss: 0.0311859 | Time: 1434.16 ms [2021-10-05 06:51:39 main:581] : INFO : Epoch 1729 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 1428.66 ms [2021-10-05 06:51:40 main:581] : INFO : Epoch 1730 | loss: 0.031178 | val_loss: 0.0311853 | Time: 1455.01 ms [2021-10-05 06:51:42 main:581] : INFO : Epoch 1731 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 1447.45 ms [2021-10-05 06:51:43 main:581] : INFO : Epoch 1732 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 1436.91 ms [2021-10-05 06:51:45 main:581] : INFO : Epoch 1733 | loss: 0.0311772 | val_loss: 0.031186 | Time: 1429.58 ms [2021-10-05 06:51:46 main:581] : INFO : Epoch 1734 | loss: 0.0311793 | val_loss: 0.0311893 | Time: 1443.81 ms [2021-10-05 06:51:48 main:581] : INFO : Epoch 1735 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 1531.61 ms [2021-10-05 06:51:49 main:581] : INFO : Epoch 1736 | loss: 0.0311752 | val_loss: 0.0311862 | Time: 1522.58 ms [2021-10-05 06:51:51 main:581] : INFO : Epoch 1737 | loss: 0.0311776 | val_loss: 0.0311859 | Time: 1515.22 ms [2021-10-05 06:51:52 main:581] : INFO : Epoch 1738 | loss: 0.0311788 | val_loss: 0.031186 | Time: 1480.8 ms [2021-10-05 06:51:54 main:581] : INFO : Epoch 1739 | loss: 0.0311785 | val_loss: 0.0311856 | Time: 1432.08 ms [2021-10-05 06:51:55 main:581] : INFO : Epoch 1740 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 1431.23 ms [2021-10-05 06:51:56 main:581] : INFO : Epoch 1741 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 1438.67 ms [2021-10-05 06:51:58 main:581] : INFO : Epoch 1742 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 1435.94 ms [2021-10-05 06:51:59 main:581] : INFO : Epoch 1743 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 1436.68 ms [2021-10-05 06:52:01 main:581] : INFO : Epoch 1744 | loss: 0.031179 | val_loss: 0.0311849 | Time: 1429.26 ms [2021-10-05 06:52:02 main:581] : INFO : Epoch 1745 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 1438.26 ms [2021-10-05 06:52:04 main:581] : INFO : Epoch 1746 | loss: 0.0311769 | val_loss: 0.0311848 | Time: 1448.68 ms [2021-10-05 06:52:05 main:581] : INFO : Epoch 1747 | loss: 0.0311767 | val_loss: 0.0311859 | Time: 1440.03 ms [2021-10-05 06:52:07 main:581] : INFO : Epoch 1748 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 1433.9 ms [2021-10-05 06:52:08 main:581] : INFO : Epoch 1749 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 1488.55 ms [2021-10-05 06:52:09 main:581] : INFO : Epoch 1750 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 1438.21 ms [2021-10-05 06:52:11 main:581] : INFO : Epoch 1751 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 1441.76 ms [2021-10-05 06:52:12 main:581] : INFO : Epoch 1752 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 1441.58 ms [2021-10-05 06:52:14 main:581] : INFO : Epoch 1753 | loss: 0.031174 | val_loss: 0.0311849 | Time: 1423.26 ms [2021-10-05 06:52:15 main:581] : INFO : Epoch 1754 | loss: 0.0311734 | val_loss: 0.0311829 | Time: 1431.52 ms [2021-10-05 06:52:17 main:581] : INFO : Epoch 1755 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 1432.01 ms [2021-10-05 06:52:18 main:581] : INFO : Epoch 1756 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1428.38 ms [2021-10-05 06:52:20 main:581] : INFO : Epoch 1757 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 1435.48 ms [2021-10-05 06:52:21 main:581] : INFO : Epoch 1758 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 1422.74 ms [2021-10-05 06:52:22 main:581] : INFO : Epoch 1759 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 1438.49 ms [2021-10-05 06:52:24 main:581] : INFO : Epoch 1760 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 1450.75 ms [2021-10-05 06:52:25 main:581] : INFO : Epoch 1761 | loss: 0.031175 | val_loss: 0.0311823 | Time: 1574.04 ms [2021-10-05 06:52:27 main:581] : INFO : Epoch 1762 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 1548.07 ms [2021-10-05 06:52:28 main:581] : INFO : Epoch 1763 | loss: 0.0311779 | val_loss: 0.031186 | Time: 1466.11 ms [2021-10-05 06:52:30 main:581] : INFO : Epoch 1764 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 1597.97 ms [2021-10-05 06:52:31 main:581] : INFO : Epoch 1765 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 1459.82 ms [2021-10-05 06:52:33 main:581] : INFO : Epoch 1766 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 1519.11 ms [2021-10-05 06:52:34 main:581] : INFO : Epoch 1767 | loss: 0.0311766 | val_loss: 0.0311823 | Time: 1446.78 ms [2021-10-05 06:52:36 main:581] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 1428.18 ms [2021-10-05 06:52:37 main:581] : INFO : Epoch 1769 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 1426.41 ms [2021-10-05 06:52:39 main:581] : INFO : Epoch 1770 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 1480 ms [2021-10-05 06:52:40 main:581] : INFO : Epoch 1771 | loss: 0.0311766 | val_loss: 0.0311827 | Time: 1436.85 ms [2021-10-05 06:52:42 main:581] : INFO : Epoch 1772 | loss: 0.0311778 | val_loss: 0.031184 | Time: 1461.43 ms [2021-10-05 06:52:43 main:581] : INFO : Epoch 1773 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 1551.64 ms [2021-10-05 06:52:45 main:581] : INFO : Epoch 1774 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 1432.12 ms [2021-10-05 06:52:46 main:581] : INFO : Epoch 1775 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1428.53 ms [2021-10-05 06:52:48 main:581] : INFO : Epoch 1776 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 1428.42 ms [2021-10-05 06:52:49 main:581] : INFO : Epoch 1777 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1451.56 ms [2021-10-05 06:52:50 main:581] : INFO : Epoch 1778 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1428.54 ms [2021-10-05 06:52:52 main:581] : INFO : Epoch 1779 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1421.53 ms [2021-10-05 06:52:53 main:581] : INFO : Epoch 1780 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 1475.7 ms [2021-10-05 06:52:55 main:581] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.0311807 | Time: 1430.09 ms [2021-10-05 06:52:56 main:581] : INFO : Epoch 1782 | loss: 0.0311742 | val_loss: 0.0311866 | Time: 1426.65 ms [2021-10-05 06:52:58 main:581] : INFO : Epoch 1783 | loss: 0.0311758 | val_loss: 0.031185 | Time: 1431.81 ms [2021-10-05 06:52:59 main:581] : INFO : Epoch 1784 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 1438.5 ms [2021-10-05 06:53:00 main:581] : INFO : Epoch 1785 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 1444.01 ms [2021-10-05 06:53:02 main:581] : INFO : Epoch 1786 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 1440.92 ms [2021-10-05 06:53:03 main:581] : INFO : Epoch 1787 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1436.51 ms [2021-10-05 06:53:05 main:581] : INFO : Epoch 1788 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 1426.23 ms [2021-10-05 06:53:06 main:581] : INFO : Epoch 1789 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 1430.32 ms [2021-10-05 06:53:08 main:581] : INFO : Epoch 1790 | loss: 0.0311734 | val_loss: 0.0311829 | Time: 1434.17 ms [2021-10-05 06:53:09 main:581] : INFO : Epoch 1791 | loss: 0.031174 | val_loss: 0.0311798 | Time: 1534.85 ms [2021-10-05 06:53:11 main:581] : INFO : Epoch 1792 | loss: 0.0311717 | val_loss: 0.0311815 | Time: 1572.18 ms [2021-10-05 06:53:12 main:581] : INFO : Epoch 1793 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1433.93 ms [2021-10-05 06:53:14 main:581] : INFO : Epoch 1794 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 1460.66 ms [2021-10-05 06:53:15 main:581] : INFO : Epoch 1795 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 1433.67 ms [2021-10-05 06:53:17 main:581] : INFO : Epoch 1796 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 1441.36 ms [2021-10-05 06:53:18 main:581] : INFO : Epoch 1797 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1443.32 ms [2021-10-05 06:53:19 main:581] : INFO : Epoch 1798 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 1428.92 ms [2021-10-05 06:53:21 main:581] : INFO : Epoch 1799 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 1431.13 ms [2021-10-05 06:53:22 main:581] : INFO : Epoch 1800 | loss: 0.0311762 | val_loss: 0.0311863 | Time: 1429.21 ms [2021-10-05 06:53:24 main:581] : INFO : Epoch 1801 | loss: 0.031177 | val_loss: 0.0311815 | Time: 1436.47 ms [2021-10-05 06:53:25 main:581] : INFO : Epoch 1802 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 1614.14 ms [2021-10-05 06:53:27 main:581] : INFO : Epoch 1803 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 1445.61 ms [2021-10-05 06:53:28 main:581] : INFO : Epoch 1804 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1554.71 ms [2021-10-05 06:53:30 main:581] : INFO : Epoch 1805 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 1539.21 ms [2021-10-05 06:53:31 main:581] : INFO : Epoch 1806 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 1431.5 ms [2021-10-05 06:53:33 main:581] : INFO : Epoch 1807 | loss: 0.0311731 | val_loss: 0.031186 | Time: 1501.02 ms [2021-10-05 06:53:34 main:581] : INFO : Epoch 1808 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 1567.74 ms [2021-10-05 06:53:36 main:581] : INFO : Epoch 1809 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 1432.58 ms [2021-10-05 06:53:37 main:581] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 1508.89 ms [2021-10-05 06:53:39 main:581] : INFO : Epoch 1811 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 1433.71 ms [2021-10-05 06:53:40 main:581] : INFO : Epoch 1812 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 1445.29 ms [2021-10-05 06:53:42 main:581] : INFO : Epoch 1813 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 1445.16 ms [2021-10-05 06:53:43 main:581] : INFO : Epoch 1814 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 1435.48 ms [2021-10-05 06:53:44 main:581] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 1440.56 ms [2021-10-05 06:53:46 main:581] : INFO : Epoch 1816 | loss: 0.031173 | val_loss: 0.0311803 | Time: 1450.27 ms [2021-10-05 06:53:47 main:581] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 1442.11 ms [2021-10-05 06:53:49 main:581] : INFO : Epoch 1818 | loss: 0.031171 | val_loss: 0.0311793 | Time: 1432.14 ms [2021-10-05 06:53:50 main:581] : INFO : Epoch 1819 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1423.71 ms [2021-10-05 06:53:52 main:581] : INFO : Epoch 1820 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1455.92 ms [2021-10-05 06:53:53 main:581] : INFO : Epoch 1821 | loss: 0.0311701 | val_loss: 0.031179 | Time: 1419.61 ms [2021-10-05 06:53:55 main:581] : INFO : Epoch 1822 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 1436.69 ms [2021-10-05 06:53:56 main:581] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 1440.5 ms [2021-10-05 06:53:57 main:581] : INFO : Epoch 1824 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1461.91 ms [2021-10-05 06:53:59 main:581] : INFO : Epoch 1825 | loss: 0.03117 | val_loss: 0.0311788 | Time: 1460.55 ms [2021-10-05 06:54:00 main:581] : INFO : Epoch 1826 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 1430.69 ms [2021-10-05 06:54:02 main:581] : INFO : Epoch 1827 | loss: 0.031171 | val_loss: 0.0311783 | Time: 1421.35 ms [2021-10-05 06:54:03 main:581] : INFO : Epoch 1828 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 1428.92 ms [2021-10-05 06:54:05 main:581] : INFO : Epoch 1829 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 1473.41 ms [2021-10-05 06:54:06 main:581] : INFO : Epoch 1830 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 1428.19 ms [2021-10-05 06:54:08 main:581] : INFO : Epoch 1831 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1423.84 ms [2021-10-05 06:54:09 main:581] : INFO : Epoch 1832 | loss: 0.0311726 | val_loss: 0.0311881 | Time: 1421.41 ms [2021-10-05 06:54:10 main:581] : INFO : Epoch 1833 | loss: 0.0311734 | val_loss: 0.03118 | Time: 1420.42 ms [2021-10-05 06:54:12 main:581] : INFO : Epoch 1834 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 1456.55 ms [2021-10-05 06:54:13 main:581] : INFO : Epoch 1835 | loss: 0.03117 | val_loss: 0.0311778 | Time: 1435.21 ms [2021-10-05 06:54:15 main:581] : INFO : Epoch 1836 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 1430.26 ms [2021-10-05 06:54:16 main:581] : INFO : Epoch 1837 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 1431.09 ms [2021-10-05 06:54:18 main:581] : INFO : Epoch 1838 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 1441.11 ms [2021-10-05 06:54:19 main:581] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 1439.32 ms [2021-10-05 06:54:20 main:581] : INFO : Epoch 1840 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 1439.48 ms [2021-10-05 06:54:22 main:581] : INFO : Epoch 1841 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 1438.79 ms [2021-10-05 06:54:23 main:581] : INFO : Epoch 1842 | loss: 0.031175 | val_loss: 0.031177 | Time: 1425.66 ms [2021-10-05 06:54:25 main:581] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 1429.67 ms [2021-10-05 06:54:26 main:581] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.031178 | Time: 1422.26 ms [2021-10-05 06:54:28 main:581] : INFO : Epoch 1845 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1431.07 ms [2021-10-05 06:54:29 main:581] : INFO : Epoch 1846 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 1433.7 ms [2021-10-05 06:54:30 main:581] : INFO : Epoch 1847 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 1432.56 ms [2021-10-05 06:54:32 main:581] : INFO : Epoch 1848 | loss: 0.03117 | val_loss: 0.0311756 | Time: 1424.93 ms [2021-10-05 06:54:33 main:581] : INFO : Epoch 1849 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 1431.45 ms [2021-10-05 06:54:35 main:581] : INFO : Epoch 1850 | loss: 0.0311691 | val_loss: 0.0311758 | Time: 1442.51 ms [2021-10-05 06:54:36 main:581] : INFO : Epoch 1851 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 1441.68 ms [2021-10-05 06:54:38 main:581] : INFO : Epoch 1852 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 1438.64 ms [2021-10-05 06:54:39 main:581] : INFO : Epoch 1853 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 1424.33 ms [2021-10-05 06:54:40 main:581] : INFO : Epoch 1854 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 1428.66 ms [2021-10-05 06:54:42 main:581] : INFO : Epoch 1855 | loss: 0.0311685 | val_loss: 0.031178 | Time: 1453.42 ms [2021-10-05 06:54:43 main:581] : INFO : Epoch 1856 | loss: 0.031168 | val_loss: 0.0311791 | Time: 1435.03 ms [2021-10-05 06:54:45 main:581] : INFO : Epoch 1857 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1427.08 ms [2021-10-05 06:54:46 main:581] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 1471.39 ms [2021-10-05 06:54:48 main:581] : INFO : Epoch 1859 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 1465 ms [2021-10-05 06:54:49 main:581] : INFO : Epoch 1860 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 1423.15 ms [2021-10-05 06:54:51 main:581] : INFO : Epoch 1861 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 1423.57 ms [2021-10-05 06:54:52 main:581] : INFO : Epoch 1862 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1424.78 ms [2021-10-05 06:54:53 main:581] : INFO : Epoch 1863 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1433.71 ms [2021-10-05 06:54:55 main:581] : INFO : Epoch 1864 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 1429.54 ms [2021-10-05 06:54:56 main:581] : INFO : Epoch 1865 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 1429.57 ms [2021-10-05 06:54:58 main:581] : INFO : Epoch 1866 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 1465.9 ms [2021-10-05 06:54:59 main:581] : INFO : Epoch 1867 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1423.64 ms [2021-10-05 06:55:01 main:581] : INFO : Epoch 1868 | loss: 0.03117 | val_loss: 0.0311765 | Time: 1424.46 ms [2021-10-05 06:55:02 main:581] : INFO : Epoch 1869 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1425.18 ms [2021-10-05 06:55:04 main:581] : INFO : Epoch 1870 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 1451.95 ms [2021-10-05 06:55:05 main:581] : INFO : Epoch 1871 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 1466.53 ms [2021-10-05 06:55:06 main:581] : INFO : Epoch 1872 | loss: 0.0311682 | val_loss: 0.031175 | Time: 1430.68 ms [2021-10-05 06:55:08 main:581] : INFO : Epoch 1873 | loss: 0.0311688 | val_loss: 0.0311775 | Time: 1441.19 ms [2021-10-05 06:55:09 main:581] : INFO : Epoch 1874 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 1427.66 ms [2021-10-05 06:55:11 main:581] : INFO : Epoch 1875 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1432.99 ms [2021-10-05 06:55:12 main:581] : INFO : Epoch 1876 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 1459.4 ms [2021-10-05 06:55:14 main:581] : INFO : Epoch 1877 | loss: 0.031168 | val_loss: 0.0311774 | Time: 1436.18 ms [2021-10-05 06:55:15 main:581] : INFO : Epoch 1878 | loss: 0.031168 | val_loss: 0.0311774 | Time: 1422.42 ms [2021-10-05 06:55:16 main:581] : INFO : Epoch 1879 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 1424.36 ms [2021-10-05 06:55:18 main:581] : INFO : Epoch 1880 | loss: 0.0311718 | val_loss: 0.0311843 | Time: 1425.7 ms [2021-10-05 06:55:19 main:581] : INFO : Epoch 1881 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 1454.17 ms [2021-10-05 06:55:21 main:581] : INFO : Epoch 1882 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1425.06 ms [2021-10-05 06:55:22 main:581] : INFO : Epoch 1883 | loss: 0.031173 | val_loss: 0.0311767 | Time: 1426.84 ms [2021-10-05 06:55:24 main:581] : INFO : Epoch 1884 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1423.1 ms [2021-10-05 06:55:25 main:581] : INFO : Epoch 1885 | loss: 0.0311708 | val_loss: 0.031178 | Time: 1446.97 ms [2021-10-05 06:55:27 main:581] : INFO : Epoch 1886 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1466.1 ms [2021-10-05 06:55:28 main:581] : INFO : Epoch 1887 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1443.76 ms [2021-10-05 06:55:29 main:581] : INFO : Epoch 1888 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 1442.09 ms [2021-10-05 06:55:31 main:581] : INFO : Epoch 1889 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 1442.4 ms [2021-10-05 06:55:32 main:581] : INFO : Epoch 1890 | loss: 0.0311731 | val_loss: 0.03118 | Time: 1443.85 ms [2021-10-05 06:55:34 main:581] : INFO : Epoch 1891 | loss: 0.031171 | val_loss: 0.0311801 | Time: 1426.18 ms [2021-10-05 06:55:35 main:581] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311799 | Time: 1429.91 ms [2021-10-05 06:55:37 main:581] : INFO : Epoch 1893 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 1431.99 ms [2021-10-05 06:55:38 main:581] : INFO : Epoch 1894 | loss: 0.0311675 | val_loss: 0.0311822 | Time: 1422.69 ms [2021-10-05 06:55:39 main:581] : INFO : Epoch 1895 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 1463.81 ms [2021-10-05 06:55:41 main:581] : INFO : Epoch 1896 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 1605.96 ms [2021-10-05 06:55:43 main:581] : INFO : Epoch 1897 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 1574.31 ms [2021-10-05 06:55:44 main:581] : INFO : Epoch 1898 | loss: 0.0311699 | val_loss: 0.03118 | Time: 1550.74 ms [2021-10-05 06:55:46 main:581] : INFO : Epoch 1899 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 1483.12 ms [2021-10-05 06:55:47 main:581] : INFO : Epoch 1900 | loss: 0.031169 | val_loss: 0.0311778 | Time: 1452.64 ms [2021-10-05 06:55:49 main:581] : INFO : Epoch 1901 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1466.57 ms [2021-10-05 06:55:50 main:581] : INFO : Epoch 1902 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 1457.31 ms [2021-10-05 06:55:52 main:581] : INFO : Epoch 1903 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 1457.95 ms [2021-10-05 06:55:53 main:581] : INFO : Epoch 1904 | loss: 0.031166 | val_loss: 0.031177 | Time: 1424.5 ms [2021-10-05 06:55:54 main:581] : INFO : Epoch 1905 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1429.14 ms [2021-10-05 06:55:56 main:581] : INFO : Epoch 1906 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 1439.93 ms [2021-10-05 06:55:57 main:581] : INFO : Epoch 1907 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1441.65 ms [2021-10-05 06:55:59 main:581] : INFO : Epoch 1908 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 1460.42 ms [2021-10-05 06:56:00 main:581] : INFO : Epoch 1909 | loss: 0.0311651 | val_loss: 0.031178 | Time: 1649.9 ms [2021-10-05 06:56:02 main:581] : INFO : Epoch 1910 | loss: 0.0311642 | val_loss: 0.031179 | Time: 1646.99 ms [2021-10-05 06:56:03 main:581] : INFO : Epoch 1911 | loss: 0.0311653 | val_loss: 0.0311826 | Time: 1441.2 ms [2021-10-05 06:56:05 main:581] : INFO : Epoch 1912 | loss: 0.0311672 | val_loss: 0.0311801 | Time: 1483.15 ms [2021-10-05 06:56:06 main:581] : INFO : Epoch 1913 | loss: 0.031169 | val_loss: 0.0311778 | Time: 1463.52 ms [2021-10-05 06:56:08 main:581] : INFO : Epoch 1914 | loss: 0.0311719 | val_loss: 0.0311772 | Time: 1531.07 ms [2021-10-05 06:56:09 main:581] : INFO : Epoch 1915 | loss: 0.0311719 | val_loss: 0.03118 | Time: 1439.87 ms [2021-10-05 06:56:11 main:581] : INFO : Epoch 1916 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 1500.45 ms [2021-10-05 06:56:12 main:581] : INFO : Epoch 1917 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 1543.23 ms [2021-10-05 06:56:14 main:581] : INFO : Epoch 1918 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1543.25 ms [2021-10-05 06:56:16 main:581] : INFO : Epoch 1919 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 1635.53 ms [2021-10-05 06:56:17 main:581] : INFO : Epoch 1920 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 1741.73 ms [2021-10-05 06:56:19 main:581] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.03118 | Time: 1465.02 ms [2021-10-05 06:56:21 main:581] : INFO : Epoch 1922 | loss: 0.0311714 | val_loss: 0.0311835 | Time: 1674.93 ms [2021-10-05 06:56:22 main:581] : INFO : Epoch 1923 | loss: 0.0311675 | val_loss: 0.0311805 | Time: 1427.44 ms [2021-10-05 06:56:23 main:581] : INFO : Epoch 1924 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 1508.32 ms [2021-10-05 06:56:25 main:581] : INFO : Epoch 1925 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 1576.19 ms [2021-10-05 06:56:27 main:581] : INFO : Epoch 1926 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 1532.16 ms [2021-10-05 06:56:28 main:581] : INFO : Epoch 1927 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 1442.56 ms [2021-10-05 06:56:30 main:581] : INFO : Epoch 1928 | loss: 0.0311643 | val_loss: 0.0311787 | Time: 1560.15 ms [2021-10-05 06:56:31 main:581] : INFO : Epoch 1929 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 1433.26 ms [2021-10-05 06:56:32 main:581] : INFO : Epoch 1930 | loss: 0.0311649 | val_loss: 0.0311775 | Time: 1455.74 ms [2021-10-05 06:56:34 main:581] : INFO : Epoch 1931 | loss: 0.0311657 | val_loss: 0.031176 | Time: 1439.71 ms [2021-10-05 06:56:35 main:581] : INFO : Epoch 1932 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 1499.75 ms [2021-10-05 06:56:37 main:581] : INFO : Epoch 1933 | loss: 0.0311641 | val_loss: 0.0311781 | Time: 1424.63 ms [2021-10-05 06:56:38 main:581] : INFO : Epoch 1934 | loss: 0.0311641 | val_loss: 0.0311766 | Time: 1558.8 ms [2021-10-05 06:56:40 main:581] : INFO : Epoch 1935 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 1521.72 ms [2021-10-05 06:56:41 main:581] : INFO : Epoch 1936 | loss: 0.0311642 | val_loss: 0.0311773 | Time: 1570.63 ms [2021-10-05 06:56:43 main:581] : INFO : Epoch 1937 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 1539.38 ms [2021-10-05 06:56:44 main:581] : INFO : Epoch 1938 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 1496.76 ms [2021-10-05 06:56:46 main:581] : INFO : Epoch 1939 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 1533.96 ms [2021-10-05 06:56:47 main:581] : INFO : Epoch 1940 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 1457.77 ms [2021-10-05 06:56:49 main:581] : INFO : Epoch 1941 | loss: 0.031171 | val_loss: 0.0311806 | Time: 1422.79 ms [2021-10-05 06:56:50 main:581] : INFO : Epoch 1942 | loss: 0.0311695 | val_loss: 0.0311795 | Time: 1428.74 ms [2021-10-05 06:56:52 main:581] : INFO : Epoch 1943 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 1424.48 ms [2021-10-05 06:56:53 main:581] : INFO : Epoch 1944 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 1441.85 ms [2021-10-05 06:56:55 main:581] : INFO : Epoch 1945 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 1446.44 ms [2021-10-05 06:56:56 main:581] : INFO : Epoch 1946 | loss: 0.031168 | val_loss: 0.0311787 | Time: 1432.15 ms [2021-10-05 06:56:58 main:581] : INFO : Epoch 1947 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 1474.08 ms [2021-10-05 06:56:59 main:581] : INFO : Epoch 1948 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 1497.9 ms [2021-10-05 06:57:01 main:581] : INFO : Epoch 1949 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 1480.14 ms [2021-10-05 06:57:02 main:581] : INFO : Epoch 1950 | loss: 0.0311675 | val_loss: 0.0311748 | Time: 1425.16 ms [2021-10-05 06:57:03 main:581] : INFO : Epoch 1951 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 1424.58 ms [2021-10-05 06:57:05 main:581] : INFO : Epoch 1952 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1424.14 ms [2021-10-05 06:57:06 main:581] : INFO : Epoch 1953 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 1422.64 ms [2021-10-05 06:57:08 main:581] : INFO : Epoch 1954 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1427.57 ms [2021-10-05 06:57:09 main:581] : INFO : Epoch 1955 | loss: 0.0311673 | val_loss: 0.031173 | Time: 1434.81 ms [2021-10-05 06:57:11 main:581] : INFO : Epoch 1956 | loss: 0.0311681 | val_loss: 0.031175 | Time: 1439.16 ms [2021-10-05 06:57:12 main:581] : INFO : Epoch 1957 | loss: 0.0311698 | val_loss: 0.0311828 | Time: 1440.2 ms [2021-10-05 06:57:13 main:581] : INFO : Epoch 1958 | loss: 0.0316194 | val_loss: 0.0314353 | Time: 1440.67 ms [2021-10-05 06:57:15 main:581] : INFO : Epoch 1959 | loss: 0.0315104 | val_loss: 0.0313154 | Time: 1441.29 ms [2021-10-05 06:57:16 main:581] : INFO : Epoch 1960 | loss: 0.031238 | val_loss: 0.0311978 | Time: 1441.32 ms [2021-10-05 06:57:18 main:581] : INFO : Epoch 1961 | loss: 0.0311894 | val_loss: 0.0311783 | Time: 1429.95 ms [2021-10-05 06:57:19 main:581] : INFO : Epoch 1962 | loss: 0.0311744 | val_loss: 0.0311739 | Time: 1432.57 ms [2021-10-05 06:57:21 main:581] : INFO : Epoch 1963 | loss: 0.0311754 | val_loss: 0.0311938 | Time: 1440.52 ms [2021-10-05 06:57:22 main:581] : INFO : Epoch 1964 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 1428.52 ms [2021-10-05 06:57:23 main:581] : INFO : Epoch 1965 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 1424.09 ms [2021-10-05 06:57:25 main:581] : INFO : Epoch 1966 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1427.2 ms [2021-10-05 06:57:26 main:581] : INFO : Epoch 1967 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 1423.45 ms [2021-10-05 06:57:28 main:581] : INFO : Epoch 1968 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 1430.57 ms [2021-10-05 06:57:29 main:581] : INFO : Epoch 1969 | loss: 0.0311722 | val_loss: 0.0311737 | Time: 1454.56 ms [2021-10-05 06:57:31 main:581] : INFO : Epoch 1970 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 1459.17 ms [2021-10-05 06:57:32 main:581] : INFO : Epoch 1971 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1422.41 ms [2021-10-05 06:57:34 main:581] : INFO : Epoch 1972 | loss: 0.0311684 | val_loss: 0.031175 | Time: 1437.15 ms [2021-10-05 06:57:35 main:581] : INFO : Epoch 1973 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 1430.21 ms [2021-10-05 06:57:36 main:581] : INFO : Epoch 1974 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 1430.85 ms [2021-10-05 06:57:38 main:581] : INFO : Epoch 1975 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 1458.67 ms [2021-10-05 06:57:39 main:581] : INFO : Epoch 1976 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 1422.5 ms [2021-10-05 06:57:41 main:581] : INFO : Epoch 1977 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1424.87 ms [2021-10-05 06:57:42 main:581] : INFO : Epoch 1978 | loss: 0.0311731 | val_loss: 0.0311725 | Time: 1420.38 ms [2021-10-05 06:57:44 main:581] : INFO : Epoch 1979 | loss: 0.0311771 | val_loss: 0.031173 | Time: 1420.84 ms [2021-10-05 06:57:45 main:581] : INFO : Epoch 1980 | loss: 0.0311756 | val_loss: 0.0311723 | Time: 1445.67 ms [2021-10-05 06:57:46 main:581] : INFO : Epoch 1981 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 1432.99 ms [2021-10-05 06:57:48 main:581] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.031173 | Time: 1423.15 ms [2021-10-05 06:57:49 main:581] : INFO : Epoch 1983 | loss: 0.0311731 | val_loss: 0.0311714 | Time: 1463.73 ms [2021-10-05 06:57:51 main:581] : INFO : Epoch 1984 | loss: 0.0311723 | val_loss: 0.0311708 | Time: 1423.68 ms [2021-10-05 06:57:52 main:581] : INFO : Epoch 1985 | loss: 0.0311723 | val_loss: 0.0311712 | Time: 1461.56 ms [2021-10-05 06:57:54 main:581] : INFO : Epoch 1986 | loss: 0.0311714 | val_loss: 0.0311711 | Time: 1463.04 ms [2021-10-05 06:57:55 main:581] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.0311719 | Time: 1424.33 ms [2021-10-05 06:57:57 main:581] : INFO : Epoch 1988 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 1436.56 ms [2021-10-05 06:57:58 main:581] : INFO : Epoch 1989 | loss: 0.0311706 | val_loss: 0.0311693 | Time: 1441.74 ms [2021-10-05 06:57:59 main:581] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.03117 | Time: 1423.65 ms [2021-10-05 06:58:01 main:581] : INFO : Epoch 1991 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1427.51 ms [2021-10-05 06:58:02 main:581] : INFO : Epoch 1992 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1419.71 ms [2021-10-05 06:58:04 main:581] : INFO : Epoch 1993 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 1423.11 ms [2021-10-05 06:58:05 main:581] : INFO : Epoch 1994 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 1436.97 ms [2021-10-05 06:58:07 main:581] : INFO : Epoch 1995 | loss: 0.03117 | val_loss: 0.0311708 | Time: 1437.66 ms [2021-10-05 06:58:08 main:581] : INFO : Epoch 1996 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 1426.26 ms [2021-10-05 06:58:09 main:581] : INFO : Epoch 1997 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 1440.39 ms [2021-10-05 06:58:11 main:581] : INFO : Epoch 1998 | loss: 0.0311711 | val_loss: 0.0311727 | Time: 1424.78 ms [2021-10-05 06:58:12 main:581] : INFO : Epoch 1999 | loss: 0.0311713 | val_loss: 0.0311714 | Time: 1427.34 ms [2021-10-05 06:58:14 main:581] : INFO : Epoch 2000 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 1424.81 ms [2021-10-05 06:58:15 main:581] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.031173 | Time: 1459.12 ms [2021-10-05 06:58:17 main:581] : INFO : Epoch 2002 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 1538.58 ms [2021-10-05 06:58:18 main:581] : INFO : Epoch 2003 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 1467.24 ms [2021-10-05 06:58:20 main:581] : INFO : Epoch 2004 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 1420.24 ms [2021-10-05 06:58:21 main:581] : INFO : Epoch 2005 | loss: 0.0311674 | val_loss: 0.0311715 | Time: 1423.83 ms [2021-10-05 06:58:22 main:581] : INFO : Epoch 2006 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 1419.14 ms [2021-10-05 06:58:24 main:581] : INFO : Epoch 2007 | loss: 0.0311681 | val_loss: 0.0311701 | Time: 1417.13 ms [2021-10-05 06:58:25 main:581] : INFO : Epoch 2008 | loss: 0.0311677 | val_loss: 0.03117 | Time: 1425.34 ms [2021-10-05 06:58:27 main:581] : INFO : Epoch 2009 | loss: 0.0311667 | val_loss: 0.03117 | Time: 1426.24 ms [2021-10-05 06:58:28 main:581] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311705 | Time: 1420.44 ms [2021-10-05 06:58:30 main:581] : INFO : Epoch 2011 | loss: 0.031171 | val_loss: 0.0311729 | Time: 1433.49 ms [2021-10-05 06:58:31 main:581] : INFO : Epoch 2012 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 1436.75 ms [2021-10-05 06:58:32 main:581] : INFO : Epoch 2013 | loss: 0.031169 | val_loss: 0.031173 | Time: 1436.11 ms [2021-10-05 06:58:34 main:581] : INFO : Epoch 2014 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 1426.03 ms [2021-10-05 06:58:35 main:581] : INFO : Epoch 2015 | loss: 0.0311678 | val_loss: 0.0311727 | Time: 1465.98 ms [2021-10-05 06:58:37 main:581] : INFO : Epoch 2016 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1435.53 ms [2021-10-05 06:58:38 main:581] : INFO : Epoch 2017 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 1431.15 ms [2021-10-05 06:58:40 main:581] : INFO : Epoch 2018 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 1526.79 ms [2021-10-05 06:58:41 main:581] : INFO : Epoch 2019 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 1419.45 ms [2021-10-05 06:58:43 main:581] : INFO : Epoch 2020 | loss: 0.031171 | val_loss: 0.0311714 | Time: 1456.77 ms [2021-10-05 06:58:44 main:581] : INFO : Epoch 2021 | loss: 0.0311708 | val_loss: 0.0311702 | Time: 1424.41 ms [2021-10-05 06:58:45 main:581] : INFO : Epoch 2022 | loss: 0.0311693 | val_loss: 0.0311703 | Time: 1424.62 ms [2021-10-05 06:58:47 main:581] : INFO : Epoch 2023 | loss: 0.0311678 | val_loss: 0.0311712 | Time: 1432.71 ms [2021-10-05 06:58:48 main:581] : INFO : Epoch 2024 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 1432.61 ms [2021-10-05 06:58:50 main:581] : INFO : Epoch 2025 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 1488.78 ms [2021-10-05 06:58:51 main:581] : INFO : Epoch 2026 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 1426.61 ms [2021-10-05 06:58:53 main:581] : INFO : Epoch 2027 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 1427.39 ms [2021-10-05 06:58:54 main:581] : INFO : Epoch 2028 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 1424.43 ms [2021-10-05 06:58:55 main:581] : INFO : Epoch 2029 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 1430.56 ms [2021-10-05 06:58:57 main:581] : INFO : Epoch 2030 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1418.98 ms [2021-10-05 06:58:58 main:581] : INFO : Epoch 2031 | loss: 0.0311664 | val_loss: 0.031172 | Time: 1424.78 ms [2021-10-05 06:59:00 main:581] : INFO : Epoch 2032 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1429.4 ms [2021-10-05 06:59:01 main:581] : INFO : Epoch 2033 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 1418.36 ms [2021-10-05 06:59:03 main:581] : INFO : Epoch 2034 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 1419.91 ms [2021-10-05 06:59:04 main:581] : INFO : Epoch 2035 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 1471.14 ms [2021-10-05 06:59:06 main:581] : INFO : Epoch 2036 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 1557.38 ms [2021-10-05 06:59:07 main:581] : INFO : Epoch 2037 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 1580.01 ms [2021-10-05 06:59:09 main:581] : INFO : Epoch 2038 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 1617.02 ms [2021-10-05 06:59:10 main:581] : INFO : Epoch 2039 | loss: 0.0311674 | val_loss: 0.0311708 | Time: 1447.3 ms [2021-10-05 06:59:12 main:581] : INFO : Epoch 2040 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 1457.82 ms [2021-10-05 06:59:13 main:581] : INFO : Epoch 2041 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 1430.32 ms [2021-10-05 06:59:15 main:581] : INFO : Epoch 2042 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 1425.17 ms [2021-10-05 06:59:16 main:581] : INFO : Epoch 2043 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 1434.31 ms [2021-10-05 06:59:17 main:581] : INFO : Epoch 2044 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 1422.42 ms [2021-10-05 06:59:19 main:581] : INFO : Epoch 2045 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 1420.05 ms [2021-10-05 06:59:20 main:581] : INFO : Epoch 2046 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 1422.89 ms [2021-10-05 06:59:22 main:581] : INFO : Epoch 2047 | loss: 0.0311634 | val_loss: 0.03117 | Time: 1531.11 ms [2021-10-05 06:59:23 main:581] : INFO : Epoch 2048 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 1547.77 ms [2021-10-05 06:59:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2021-10-05 06:59:23 main:610] : INFO : Saving end state to config to file [2021-10-05 06:59:23 main:615] : INFO : Success, exiting.. 06:59:23 (33283): 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)