Task 8548538
| Name | ParityModified-1634616759-21452-2_1 |
| Workunit | 6011339 |
| Created | 31 Oct 2021, 23:10:35 UTC |
| Sent | 1 Nov 2021, 0:23:35 UTC |
| Report deadline | 8 Nov 2021, 0:23:35 UTC |
| Received | 1 Nov 2021, 20:17:48 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9338 |
| Run time | 57 min 52 sec |
| CPU time | 52 min 32 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,440.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0312058 | val_loss: 0.0312082 | Time: 1569.81 ms [2021-11-02 04:00:45 main:574] : INFO : Epoch 1529 | loss: 0.0312053 | val_loss: 0.031206 | Time: 1596.01 ms [2021-11-02 04:00:47 main:574] : INFO : Epoch 1530 | loss: 0.031205 | val_loss: 0.0312054 | Time: 1531.19 ms [2021-11-02 04:00:49 main:574] : INFO : Epoch 1531 | loss: 0.0312037 | val_loss: 0.0312032 | Time: 1560.14 ms [2021-11-02 04:00:50 main:574] : INFO : Epoch 1532 | loss: 0.0312045 | val_loss: 0.0312026 | Time: 1555.1 ms [2021-11-02 04:00:52 main:574] : INFO : Epoch 1533 | loss: 0.0312016 | val_loss: 0.031201 | Time: 1503.29 ms [2021-11-02 04:00:54 main:574] : INFO : Epoch 1534 | loss: 0.0312007 | val_loss: 0.0312012 | Time: 1533.1 ms [2021-11-02 04:00:55 main:574] : INFO : Epoch 1535 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 1485.61 ms [2021-11-02 04:00:57 main:574] : INFO : Epoch 1536 | loss: 0.0311992 | val_loss: 0.0312002 | Time: 1546.14 ms [2021-11-02 04:00:59 main:574] : INFO : Epoch 1537 | loss: 0.031199 | val_loss: 0.0312006 | Time: 1551.31 ms [2021-11-02 04:01:00 main:574] : INFO : Epoch 1538 | loss: 0.0311988 | val_loss: 0.0312009 | Time: 1537.54 ms [2021-11-02 04:01:02 main:574] : INFO : Epoch 1539 | loss: 0.0311993 | val_loss: 0.0312003 | Time: 1548.11 ms [2021-11-02 04:01:03 main:574] : INFO : Epoch 1540 | loss: 0.0311983 | val_loss: 0.0311994 | Time: 1537.74 ms [2021-11-02 04:01:05 main:574] : INFO : Epoch 1541 | loss: 0.0311981 | val_loss: 0.031201 | Time: 1555.83 ms [2021-11-02 04:01:07 main:574] : INFO : Epoch 1542 | loss: 0.0311992 | val_loss: 0.0312015 | Time: 1579.92 ms [2021-11-02 04:01:09 main:574] : INFO : Epoch 1543 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 1511.55 ms [2021-11-02 04:01:10 main:574] : INFO : Epoch 1544 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 1591.29 ms [2021-11-02 04:01:12 main:574] : INFO : Epoch 1545 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 1495.84 ms [2021-11-02 04:01:14 main:574] : INFO : Epoch 1546 | loss: 0.0311996 | val_loss: 0.0312029 | Time: 1561.13 ms [2021-11-02 04:01:15 main:574] : INFO : Epoch 1547 | loss: 0.0311977 | val_loss: 0.0312029 | Time: 1497.4 ms [2021-11-02 04:01:17 main:574] : INFO : Epoch 1548 | loss: 0.0311975 | val_loss: 0.0311982 | Time: 1547.1 ms [2021-11-02 04:01:19 main:574] : INFO : Epoch 1549 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 1546.81 ms [2021-11-02 04:01:20 main:574] : INFO : Epoch 1550 | loss: 0.0311987 | val_loss: 0.0312004 | Time: 1509 ms [2021-11-02 04:01:22 main:574] : INFO : Epoch 1551 | loss: 0.0311983 | val_loss: 0.0311969 | Time: 1500.82 ms [2021-11-02 04:01:23 main:574] : INFO : Epoch 1552 | loss: 0.0311961 | val_loss: 0.0312003 | Time: 1501.26 ms [2021-11-02 04:01:25 main:574] : INFO : Epoch 1553 | loss: 0.0311963 | val_loss: 0.031199 | Time: 1584.62 ms [2021-11-02 04:01:27 main:574] : INFO : Epoch 1554 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 1532.67 ms [2021-11-02 04:01:28 main:574] : INFO : Epoch 1555 | loss: 0.031195 | val_loss: 0.0311972 | Time: 1505.29 ms [2021-11-02 04:01:30 main:574] : INFO : Epoch 1556 | loss: 0.0311965 | val_loss: 0.0311993 | Time: 1510.93 ms [2021-11-02 04:01:32 main:574] : INFO : Epoch 1557 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 1510.7 ms [2021-11-02 04:01:33 main:574] : INFO : Epoch 1558 | loss: 0.031196 | val_loss: 0.0311979 | Time: 1571.07 ms [2021-11-02 04:01:35 main:574] : INFO : Epoch 1559 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 1547.67 ms [2021-11-02 04:01:37 main:574] : INFO : Epoch 1560 | loss: 0.031195 | val_loss: 0.0311979 | Time: 1559.9 ms [2021-11-02 04:01:39 main:574] : INFO : Epoch 1561 | loss: 0.0311952 | val_loss: 0.0311975 | Time: 1544.34 ms [2021-11-02 04:01:40 main:574] : INFO : Epoch 1562 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 1543.8 ms [2021-11-02 04:01:42 main:574] : INFO : Epoch 1563 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 1589.14 ms [2021-11-02 04:01:44 main:574] : INFO : Epoch 1564 | loss: 0.0311952 | val_loss: 0.0312031 | Time: 1549.72 ms [2021-11-02 04:01:45 main:574] : INFO : Epoch 1565 | loss: 0.0311973 | val_loss: 0.031197 | Time: 1560.77 ms [2021-11-02 04:01:47 main:574] : INFO : Epoch 1566 | loss: 0.0311989 | val_loss: 0.0312034 | Time: 1527.56 ms [2021-11-02 04:01:49 main:574] : INFO : Epoch 1567 | loss: 0.0311952 | val_loss: 0.0311983 | Time: 1487.43 ms [2021-11-02 04:01:51 main:574] : INFO : Epoch 1568 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 1620.79 ms [2021-11-02 04:01:52 main:574] : INFO : Epoch 1569 | loss: 0.031194 | val_loss: 0.0311986 | Time: 1500.25 ms [2021-11-02 04:01:54 main:574] : INFO : Epoch 1570 | loss: 0.0311941 | val_loss: 0.0311998 | Time: 1535.3 ms [2021-11-02 04:01:55 main:574] : INFO : Epoch 1571 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 1550.61 ms [2021-11-02 04:01:57 main:574] : INFO : Epoch 1572 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 1569.22 ms [2021-11-02 04:01:59 main:574] : INFO : Epoch 1573 | loss: 0.0311936 | val_loss: 0.0311964 | Time: 1566.94 ms [2021-11-02 04:02:01 main:574] : INFO : Epoch 1574 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 1560.6 ms [2021-11-02 04:02:02 main:574] : INFO : Epoch 1575 | loss: 0.0311936 | val_loss: 0.0311985 | Time: 1564.46 ms [2021-11-02 04:02:04 main:574] : INFO : Epoch 1576 | loss: 0.0311948 | val_loss: 0.0311966 | Time: 1561.23 ms [2021-11-02 04:02:06 main:574] : INFO : Epoch 1577 | loss: 0.0311947 | val_loss: 0.0311952 | Time: 1537.83 ms [2021-11-02 04:02:07 main:574] : INFO : Epoch 1578 | loss: 0.0311967 | val_loss: 0.0311977 | Time: 1555.64 ms [2021-11-02 04:02:09 main:574] : INFO : Epoch 1579 | loss: 0.0311931 | val_loss: 0.0311954 | Time: 1573.4 ms [2021-11-02 04:02:11 main:574] : INFO : Epoch 1580 | loss: 0.0311924 | val_loss: 0.0311958 | Time: 1548.83 ms [2021-11-02 04:02:12 main:574] : INFO : Epoch 1581 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 1580.71 ms [2021-11-02 04:02:14 main:574] : INFO : Epoch 1582 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 1588.32 ms [2021-11-02 04:02:15 main:574] : INFO : Epoch 1583 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 1532.43 ms [2021-11-02 04:02:17 main:574] : INFO : Epoch 1584 | loss: 0.0311931 | val_loss: 0.0311955 | Time: 1531.98 ms [2021-11-02 04:02:19 main:574] : INFO : Epoch 1585 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 1523.87 ms [2021-11-02 04:02:20 main:574] : INFO : Epoch 1586 | loss: 0.0311915 | val_loss: 0.0311958 | Time: 1581.43 ms [2021-11-02 04:02:22 main:574] : INFO : Epoch 1587 | loss: 0.031193 | val_loss: 0.0311962 | Time: 1537.05 ms [2021-11-02 04:02:24 main:574] : INFO : Epoch 1588 | loss: 0.0311916 | val_loss: 0.0311976 | Time: 1545.31 ms [2021-11-02 04:02:25 main:574] : INFO : Epoch 1589 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 1556.3 ms [2021-11-02 04:02:27 main:574] : INFO : Epoch 1590 | loss: 0.031191 | val_loss: 0.0311957 | Time: 1566.04 ms [2021-11-02 04:02:29 main:574] : INFO : Epoch 1591 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 1523.34 ms [2021-11-02 04:02:30 main:574] : INFO : Epoch 1592 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 1533.09 ms [2021-11-02 04:02:32 main:574] : INFO : Epoch 1593 | loss: 0.03119 | val_loss: 0.0311966 | Time: 1558.48 ms [2021-11-02 04:02:34 main:574] : INFO : Epoch 1594 | loss: 0.0311903 | val_loss: 0.0311962 | Time: 1571.69 ms [2021-11-02 04:02:36 main:574] : INFO : Epoch 1595 | loss: 0.0311918 | val_loss: 0.0312003 | Time: 1559.95 ms [2021-11-02 04:02:37 main:574] : INFO : Epoch 1596 | loss: 0.0311928 | val_loss: 0.0311964 | Time: 1571.02 ms [2021-11-02 04:02:39 main:574] : INFO : Epoch 1597 | loss: 0.031191 | val_loss: 0.031196 | Time: 1541.07 ms [2021-11-02 04:02:41 main:574] : INFO : Epoch 1598 | loss: 0.0311898 | val_loss: 0.0311968 | Time: 1557.28 ms [2021-11-02 04:02:42 main:574] : INFO : Epoch 1599 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 1565.41 ms [2021-11-02 04:02:44 main:574] : INFO : Epoch 1600 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 1613.32 ms [2021-11-02 04:02:46 main:574] : INFO : Epoch 1601 | loss: 0.0311915 | val_loss: 0.0311962 | Time: 1608.69 ms [2021-11-02 04:02:48 main:574] : INFO : Epoch 1602 | loss: 0.0311903 | val_loss: 0.031196 | Time: 1529.23 ms [2021-11-02 04:02:49 main:574] : INFO : Epoch 1603 | loss: 0.0311911 | val_loss: 0.031196 | Time: 1554.03 ms [2021-11-02 04:02:51 main:574] : INFO : Epoch 1604 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 1593.01 ms [2021-11-02 04:02:53 main:574] : INFO : Epoch 1605 | loss: 0.0311932 | val_loss: 0.0311968 | Time: 1621.76 ms [2021-11-02 04:02:55 main:574] : INFO : Epoch 1606 | loss: 0.0311903 | val_loss: 0.0311975 | Time: 1550.01 ms [2021-11-02 04:02:56 main:574] : INFO : Epoch 1607 | loss: 0.031189 | val_loss: 0.0311964 | Time: 1508.66 ms [2021-11-02 04:02:58 main:574] : INFO : Epoch 1608 | loss: 0.0311891 | val_loss: 0.0311958 | Time: 1546.75 ms [2021-11-02 04:02:59 main:574] : INFO : Epoch 1609 | loss: 0.0311891 | val_loss: 0.0311974 | Time: 1507.95 ms [2021-11-02 04:03:01 main:574] : INFO : Epoch 1610 | loss: 0.0311894 | val_loss: 0.0311966 | Time: 1568.5 ms [2021-11-02 04:03:03 main:574] : INFO : Epoch 1611 | loss: 0.0311898 | val_loss: 0.0311968 | Time: 1532.57 ms [2021-11-02 04:03:04 main:574] : INFO : Epoch 1612 | loss: 0.0311903 | val_loss: 0.0311967 | Time: 1534.56 ms [2021-11-02 04:03:06 main:574] : INFO : Epoch 1613 | loss: 0.0311904 | val_loss: 0.0311963 | Time: 1550.25 ms [2021-11-02 04:03:08 main:574] : INFO : Epoch 1614 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 1565.78 ms [2021-11-02 04:03:10 main:574] : INFO : Epoch 1615 | loss: 0.0311894 | val_loss: 0.0312005 | Time: 1580.99 ms [2021-11-02 04:03:11 main:574] : INFO : Epoch 1616 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 1571.44 ms [2021-11-02 04:03:13 main:574] : INFO : Epoch 1617 | loss: 0.0311879 | val_loss: 0.0311959 | Time: 1512.15 ms [2021-11-02 04:03:15 main:574] : INFO : Epoch 1618 | loss: 0.0311876 | val_loss: 0.0311951 | Time: 1568.87 ms [2021-11-02 04:03:16 main:574] : INFO : Epoch 1619 | loss: 0.0311875 | val_loss: 0.0311959 | Time: 1596.12 ms [2021-11-02 04:03:18 main:574] : INFO : Epoch 1620 | loss: 0.0311873 | val_loss: 0.031195 | Time: 1564.67 ms [2021-11-02 04:03:20 main:574] : INFO : Epoch 1621 | loss: 0.0311872 | val_loss: 0.0311955 | Time: 1532.61 ms [2021-11-02 04:03:22 main:574] : INFO : Epoch 1622 | loss: 0.0311878 | val_loss: 0.0311958 | Time: 1563.72 ms [2021-11-02 04:03:23 main:574] : INFO : Epoch 1623 | loss: 0.0311877 | val_loss: 0.0311955 | Time: 1494.68 ms [2021-11-02 04:03:25 main:574] : INFO : Epoch 1624 | loss: 0.0311867 | val_loss: 0.0311964 | Time: 1517.16 ms [2021-11-02 04:03:27 main:574] : INFO : Epoch 1625 | loss: 0.0311872 | val_loss: 0.0311961 | Time: 1543.19 ms [2021-11-02 04:03:28 main:574] : INFO : Epoch 1626 | loss: 0.0311874 | val_loss: 0.031195 | Time: 1543.68 ms [2021-11-02 04:03:30 main:574] : INFO : Epoch 1627 | loss: 0.0311863 | val_loss: 0.0311948 | Time: 1536.85 ms [2021-11-02 04:03:32 main:574] : INFO : Epoch 1628 | loss: 0.0311865 | val_loss: 0.0311961 | Time: 1553.48 ms [2021-11-02 04:03:33 main:574] : INFO : Epoch 1629 | loss: 0.0311878 | val_loss: 0.0311958 | Time: 1500.89 ms [2021-11-02 04:03:35 main:574] : INFO : Epoch 1630 | loss: 0.0311859 | val_loss: 0.0311952 | Time: 1567.59 ms [2021-11-02 04:03:37 main:574] : INFO : Epoch 1631 | loss: 0.0311866 | val_loss: 0.0311936 | Time: 1552.64 ms [2021-11-02 04:03:38 main:574] : INFO : Epoch 1632 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 1595.36 ms [2021-11-02 04:03:40 main:574] : INFO : Epoch 1633 | loss: 0.03119 | val_loss: 0.0311973 | Time: 1519.63 ms [2021-11-02 04:03:42 main:574] : INFO : Epoch 1634 | loss: 0.0311906 | val_loss: 0.031195 | Time: 1570.19 ms [2021-11-02 04:03:43 main:574] : INFO : Epoch 1635 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 1537.16 ms [2021-11-02 04:03:45 main:574] : INFO : Epoch 1636 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 1550.59 ms [2021-11-02 04:03:47 main:574] : INFO : Epoch 1637 | loss: 0.0311885 | val_loss: 0.0312 | Time: 1565.87 ms [2021-11-02 04:03:48 main:574] : INFO : Epoch 1638 | loss: 0.0311897 | val_loss: 0.0311964 | Time: 1565.5 ms [2021-11-02 04:03:50 main:574] : INFO : Epoch 1639 | loss: 0.0311884 | val_loss: 0.0311934 | Time: 1545.74 ms [2021-11-02 04:03:52 main:574] : INFO : Epoch 1640 | loss: 0.0311878 | val_loss: 0.0311935 | Time: 1503.59 ms [2021-11-02 04:03:53 main:574] : INFO : Epoch 1641 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 1539.01 ms [2021-11-02 04:03:55 main:574] : INFO : Epoch 1642 | loss: 0.0311874 | val_loss: 0.031195 | Time: 1550.28 ms [2021-11-02 04:03:57 main:574] : INFO : Epoch 1643 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 1494.12 ms [2021-11-02 04:03:58 main:574] : INFO : Epoch 1644 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1551.02 ms [2021-11-02 04:04:00 main:574] : INFO : Epoch 1645 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 1556.82 ms [2021-11-02 04:04:02 main:574] : INFO : Epoch 1646 | loss: 0.0311879 | val_loss: 0.031193 | Time: 1578.49 ms [2021-11-02 04:04:03 main:574] : INFO : Epoch 1647 | loss: 0.0311871 | val_loss: 0.0311955 | Time: 1524.38 ms [2021-11-02 04:04:05 main:574] : INFO : Epoch 1648 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 1515.24 ms [2021-11-02 04:04:07 main:574] : INFO : Epoch 1649 | loss: 0.031186 | val_loss: 0.0311936 | Time: 1503.97 ms [2021-11-02 04:04:08 main:574] : INFO : Epoch 1650 | loss: 0.0311852 | val_loss: 0.0311934 | Time: 1573.33 ms [2021-11-02 04:04:10 main:574] : INFO : Epoch 1651 | loss: 0.031186 | val_loss: 0.0311956 | Time: 1558.32 ms [2021-11-02 04:04:12 main:574] : INFO : Epoch 1652 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 1561.53 ms [2021-11-02 04:04:13 main:574] : INFO : Epoch 1653 | loss: 0.0311866 | val_loss: 0.0311927 | Time: 1583.65 ms [2021-11-02 04:04:15 main:574] : INFO : Epoch 1654 | loss: 0.0311868 | val_loss: 0.0311938 | Time: 1617.68 ms [2021-11-02 04:04:17 main:574] : INFO : Epoch 1655 | loss: 0.0311884 | val_loss: 0.031193 | Time: 1552.76 ms [2021-11-02 04:04:18 main:574] : INFO : Epoch 1656 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 1574.55 ms [2021-11-02 04:04:20 main:574] : INFO : Epoch 1657 | loss: 0.0312024 | val_loss: 0.0312083 | Time: 1527.55 ms [2021-11-02 04:04:22 main:574] : INFO : Epoch 1658 | loss: 0.0312087 | val_loss: 0.0312092 | Time: 1558.45 ms [2021-11-02 04:04:23 main:574] : INFO : Epoch 1659 | loss: 0.0312057 | val_loss: 0.0312052 | Time: 1525.08 ms [2021-11-02 04:04:25 main:574] : INFO : Epoch 1660 | loss: 0.0312072 | val_loss: 0.0312075 | Time: 1555.1 ms [2021-11-02 04:04:27 main:574] : INFO : Epoch 1661 | loss: 0.0312083 | val_loss: 0.0312023 | Time: 1561.41 ms [2021-11-02 04:04:28 main:574] : INFO : Epoch 1662 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 1520.46 ms [2021-11-02 04:04:30 main:574] : INFO : Epoch 1663 | loss: 0.0311987 | val_loss: 0.031199 | Time: 1533.19 ms [2021-11-02 04:04:32 main:574] : INFO : Epoch 1664 | loss: 0.0311975 | val_loss: 0.0312009 | Time: 1540.17 ms [2021-11-02 04:04:33 main:574] : INFO : Epoch 1665 | loss: 0.0311966 | val_loss: 0.0311981 | Time: 1530.38 ms [2021-11-02 04:04:35 main:574] : INFO : Epoch 1666 | loss: 0.0311948 | val_loss: 0.031199 | Time: 1524.35 ms [2021-11-02 04:04:37 main:574] : INFO : Epoch 1667 | loss: 0.0311953 | val_loss: 0.0312003 | Time: 1543.51 ms [2021-11-02 04:04:38 main:574] : INFO : Epoch 1668 | loss: 0.0311953 | val_loss: 0.0311984 | Time: 1598.14 ms [2021-11-02 04:04:40 main:574] : INFO : Epoch 1669 | loss: 0.0311953 | val_loss: 0.031199 | Time: 1529.28 ms [2021-11-02 04:04:42 main:574] : INFO : Epoch 1670 | loss: 0.0311954 | val_loss: 0.0312 | Time: 1570.51 ms [2021-11-02 04:04:43 main:574] : INFO : Epoch 1671 | loss: 0.0311972 | val_loss: 0.0311981 | Time: 1595.86 ms [2021-11-02 04:04:45 main:574] : INFO : Epoch 1672 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 1533.41 ms [2021-11-02 04:04:47 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 1522.81 ms [2021-11-02 04:04:48 main:574] : INFO : Epoch 1674 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 1540.29 ms [2021-11-02 04:04:50 main:574] : INFO : Epoch 1675 | loss: 0.0311904 | val_loss: 0.0311948 | Time: 1533.83 ms [2021-11-02 04:04:51 main:574] : INFO : Epoch 1676 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 1546.5 ms [2021-11-02 04:04:53 main:574] : INFO : Epoch 1677 | loss: 0.0311903 | val_loss: 0.0311956 | Time: 1569.86 ms [2021-11-02 04:04:55 main:574] : INFO : Epoch 1678 | loss: 0.0311916 | val_loss: 0.0311942 | Time: 1576.91 ms [2021-11-02 04:04:56 main:574] : INFO : Epoch 1679 | loss: 0.0311925 | val_loss: 0.0311949 | Time: 1566.8 ms [2021-11-02 04:04:58 main:574] : INFO : Epoch 1680 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 1571.3 ms [2021-11-02 04:05:00 main:574] : INFO : Epoch 1681 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 1563.67 ms [2021-11-02 04:05:01 main:574] : INFO : Epoch 1682 | loss: 0.0311884 | val_loss: 0.0311947 | Time: 1529 ms [2021-11-02 04:05:03 main:574] : INFO : Epoch 1683 | loss: 0.0311887 | val_loss: 0.0311932 | Time: 1572.22 ms [2021-11-02 04:05:04 main:574] : INFO : Epoch 1684 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 1457.8 ms [2021-11-02 04:05:06 main:574] : INFO : Epoch 1685 | loss: 0.0311883 | val_loss: 0.0311947 | Time: 1517.21 ms [2021-11-02 04:05:08 main:574] : INFO : Epoch 1686 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 1513.45 ms [2021-11-02 04:05:09 main:574] : INFO : Epoch 1687 | loss: 0.0311865 | val_loss: 0.0311947 | Time: 1514.77 ms [2021-11-02 04:05:11 main:574] : INFO : Epoch 1688 | loss: 0.0311871 | val_loss: 0.0311959 | Time: 1494.73 ms [2021-11-02 04:05:13 main:574] : INFO : Epoch 1689 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 1555.51 ms [2021-11-02 04:05:14 main:574] : INFO : Epoch 1690 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 1534.9 ms [2021-11-02 04:05:16 main:574] : INFO : Epoch 1691 | loss: 0.0311865 | val_loss: 0.031194 | Time: 1552.78 ms [2021-11-02 04:05:18 main:574] : INFO : Epoch 1692 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 1505.08 ms [2021-11-02 04:05:19 main:574] : INFO : Epoch 1693 | loss: 0.0311866 | val_loss: 0.0311921 | Time: 1536.24 ms [2021-11-02 04:05:21 main:574] : INFO : Epoch 1694 | loss: 0.0311866 | val_loss: 0.0311962 | Time: 1518.94 ms [2021-11-02 04:05:23 main:574] : INFO : Epoch 1695 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 1540.75 ms [2021-11-02 04:05:24 main:574] : INFO : Epoch 1696 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 1519.53 ms [2021-11-02 04:05:26 main:574] : INFO : Epoch 1697 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 1504.2 ms [2021-11-02 04:05:28 main:574] : INFO : Epoch 1698 | loss: 0.0311866 | val_loss: 0.0312025 | Time: 1511 ms [2021-11-02 04:05:29 main:574] : INFO : Epoch 1699 | loss: 0.0311908 | val_loss: 0.031193 | Time: 1537.41 ms [2021-11-02 04:05:31 main:574] : INFO : Epoch 1700 | loss: 0.0311904 | val_loss: 0.0311951 | Time: 1550.49 ms [2021-11-02 04:05:33 main:574] : INFO : Epoch 1701 | loss: 0.0311858 | val_loss: 0.031192 | Time: 1523.9 ms [2021-11-02 04:05:34 main:574] : INFO : Epoch 1702 | loss: 0.0311881 | val_loss: 0.0312005 | Time: 1517.77 ms [2021-11-02 04:05:36 main:574] : INFO : Epoch 1703 | loss: 0.0311872 | val_loss: 0.031195 | Time: 1528.6 ms [2021-11-02 04:05:38 main:574] : INFO : Epoch 1704 | loss: 0.031186 | val_loss: 0.0311925 | Time: 1494.89 ms [2021-11-02 04:05:39 main:574] : INFO : Epoch 1705 | loss: 0.0311854 | val_loss: 0.0311931 | Time: 1537.49 ms [2021-11-02 04:05:41 main:574] : INFO : Epoch 1706 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 1551.95 ms [2021-11-02 04:05:43 main:574] : INFO : Epoch 1707 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 1502.61 ms [2021-11-02 04:05:44 main:574] : INFO : Epoch 1708 | loss: 0.0311863 | val_loss: 0.0311933 | Time: 1534.26 ms [2021-11-02 04:05:46 main:574] : INFO : Epoch 1709 | loss: 0.0311855 | val_loss: 0.0311957 | Time: 1512.26 ms [2021-11-02 04:05:48 main:574] : INFO : Epoch 1710 | loss: 0.0311853 | val_loss: 0.0311928 | Time: 1491.87 ms [2021-11-02 04:05:49 main:574] : INFO : Epoch 1711 | loss: 0.031186 | val_loss: 0.031194 | Time: 1522.52 ms [2021-11-02 04:05:51 main:574] : INFO : Epoch 1712 | loss: 0.0311846 | val_loss: 0.031194 | Time: 1522.69 ms [2021-11-02 04:05:53 main:574] : INFO : Epoch 1713 | loss: 0.0311844 | val_loss: 0.0312003 | Time: 1519.93 ms [2021-11-02 04:05:54 main:574] : INFO : Epoch 1714 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 1552.64 ms [2021-11-02 04:05:56 main:574] : INFO : Epoch 1715 | loss: 0.0311851 | val_loss: 0.0311941 | Time: 1582.91 ms [2021-11-02 04:05:58 main:574] : INFO : Epoch 1716 | loss: 0.0311841 | val_loss: 0.0311982 | Time: 1492.38 ms [2021-11-02 04:05:59 main:574] : INFO : Epoch 1717 | loss: 0.0311891 | val_loss: 0.0311991 | Time: 1532.88 ms [2021-11-02 04:06:01 main:574] : INFO : Epoch 1718 | loss: 0.0311886 | val_loss: 0.0311998 | Time: 1515.42 ms [2021-11-02 04:06:03 main:574] : INFO : Epoch 1719 | loss: 0.0311888 | val_loss: 0.0311954 | Time: 1551.51 ms [2021-11-02 04:06:04 main:574] : INFO : Epoch 1720 | loss: 0.0311888 | val_loss: 0.0311979 | Time: 1515.13 ms [2021-11-02 04:06:06 main:574] : INFO : Epoch 1721 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 1598.88 ms [2021-11-02 04:06:08 main:574] : INFO : Epoch 1722 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 1625.17 ms [2021-11-02 04:06:10 main:574] : INFO : Epoch 1723 | loss: 0.0311871 | val_loss: 0.031194 | Time: 1592.28 ms [2021-11-02 04:06:11 main:574] : INFO : Epoch 1724 | loss: 0.0311869 | val_loss: 0.0311947 | Time: 1562.45 ms [2021-11-02 04:06:13 main:574] : INFO : Epoch 1725 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 1594.32 ms [2021-11-02 04:06:15 main:574] : INFO : Epoch 1726 | loss: 0.0311862 | val_loss: 0.0311933 | Time: 1513.41 ms [2021-11-02 04:06:16 main:574] : INFO : Epoch 1727 | loss: 0.0311854 | val_loss: 0.0311937 | Time: 1556.03 ms [2021-11-02 04:06:18 main:574] : INFO : Epoch 1728 | loss: 0.0311845 | val_loss: 0.0311951 | Time: 1504.43 ms [2021-11-02 04:06:20 main:574] : INFO : Epoch 1729 | loss: 0.0311856 | val_loss: 0.031196 | Time: 1529.72 ms [2021-11-02 04:06:21 main:574] : INFO : Epoch 1730 | loss: 0.0311885 | val_loss: 0.031194 | Time: 1541.46 ms [2021-11-02 04:06:23 main:574] : INFO : Epoch 1731 | loss: 0.0311848 | val_loss: 0.031195 | Time: 1548.71 ms [2021-11-02 04:06:25 main:574] : INFO : Epoch 1732 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 1548.38 ms [2021-11-02 04:06:26 main:574] : INFO : Epoch 1733 | loss: 0.0311834 | val_loss: 0.0311988 | Time: 1522.61 ms [2021-11-02 04:06:28 main:574] : INFO : Epoch 1734 | loss: 0.031185 | val_loss: 0.0311922 | Time: 1509.16 ms [2021-11-02 04:06:30 main:574] : INFO : Epoch 1735 | loss: 0.0311849 | val_loss: 0.0311917 | Time: 1538.86 ms [2021-11-02 04:06:31 main:574] : INFO : Epoch 1736 | loss: 0.031184 | val_loss: 0.0311926 | Time: 1573.37 ms [2021-11-02 04:06:33 main:574] : INFO : Epoch 1737 | loss: 0.0311838 | val_loss: 0.0311938 | Time: 1532.26 ms [2021-11-02 04:06:35 main:574] : INFO : Epoch 1738 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 1561.55 ms [2021-11-02 04:06:36 main:574] : INFO : Epoch 1739 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 1522.63 ms [2021-11-02 04:06:38 main:574] : INFO : Epoch 1740 | loss: 0.031183 | val_loss: 0.0311932 | Time: 1554.62 ms [2021-11-02 04:06:40 main:574] : INFO : Epoch 1741 | loss: 0.0311829 | val_loss: 0.0311923 | Time: 1520.18 ms [2021-11-02 04:06:41 main:574] : INFO : Epoch 1742 | loss: 0.0311826 | val_loss: 0.0311928 | Time: 1574.94 ms [2021-11-02 04:06:43 main:574] : INFO : Epoch 1743 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 1547.21 ms [2021-11-02 04:06:45 main:574] : INFO : Epoch 1744 | loss: 0.031181 | val_loss: 0.0311925 | Time: 1517.1 ms [2021-11-02 04:06:46 main:574] : INFO : Epoch 1745 | loss: 0.0311808 | val_loss: 0.0311923 | Time: 1537.1 ms [2021-11-02 04:06:48 main:574] : INFO : Epoch 1746 | loss: 0.0311808 | val_loss: 0.031191 | Time: 1662.94 ms [2021-11-02 04:06:50 main:574] : INFO : Epoch 1747 | loss: 0.0311822 | val_loss: 0.0311964 | Time: 1702.46 ms [2021-11-02 04:06:52 main:574] : INFO : Epoch 1748 | loss: 0.031183 | val_loss: 0.0311921 | Time: 1877.71 ms [2021-11-02 04:06:54 main:574] : INFO : Epoch 1749 | loss: 0.0311817 | val_loss: 0.0311974 | Time: 1562.95 ms [2021-11-02 04:06:55 main:574] : INFO : Epoch 1750 | loss: 0.0311816 | val_loss: 0.0311934 | Time: 1522.27 ms [2021-11-02 04:06:57 main:574] : INFO : Epoch 1751 | loss: 0.0311801 | val_loss: 0.031192 | Time: 1566.4 ms [2021-11-02 04:06:59 main:574] : INFO : Epoch 1752 | loss: 0.0311795 | val_loss: 0.0311919 | Time: 1515.66 ms [2021-11-02 04:07:00 main:574] : INFO : Epoch 1753 | loss: 0.0311795 | val_loss: 0.0311923 | Time: 1554.92 ms [2021-11-02 04:07:02 main:574] : INFO : Epoch 1754 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 1542.07 ms [2021-11-02 04:07:04 main:574] : INFO : Epoch 1755 | loss: 0.0311889 | val_loss: 0.031192 | Time: 1523.4 ms [2021-11-02 04:07:05 main:574] : INFO : Epoch 1756 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 1532.92 ms [2021-11-02 04:07:07 main:574] : INFO : Epoch 1757 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 1502.59 ms [2021-11-02 04:07:09 main:574] : INFO : Epoch 1758 | loss: 0.0311897 | val_loss: 0.0311912 | Time: 1518.99 ms [2021-11-02 04:07:10 main:574] : INFO : Epoch 1759 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 1568.92 ms [2021-11-02 04:07:12 main:574] : INFO : Epoch 1760 | loss: 0.0311843 | val_loss: 0.03119 | Time: 1534.18 ms [2021-11-02 04:07:13 main:574] : INFO : Epoch 1761 | loss: 0.0311841 | val_loss: 0.0311916 | Time: 1526.81 ms [2021-11-02 04:07:15 main:574] : INFO : Epoch 1762 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 1506.85 ms [2021-11-02 04:07:17 main:574] : INFO : Epoch 1763 | loss: 0.0311839 | val_loss: 0.0311903 | Time: 1528.99 ms [2021-11-02 04:07:18 main:574] : INFO : Epoch 1764 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 1449.05 ms [2021-11-02 04:07:20 main:574] : INFO : Epoch 1765 | loss: 0.0311822 | val_loss: 0.031191 | Time: 1517.73 ms [2021-11-02 04:07:21 main:574] : INFO : Epoch 1766 | loss: 0.0311832 | val_loss: 0.0311904 | Time: 1527.07 ms [2021-11-02 04:07:23 main:574] : INFO : Epoch 1767 | loss: 0.0311842 | val_loss: 0.0311965 | Time: 1517.63 ms [2021-11-02 04:07:25 main:574] : INFO : Epoch 1768 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1520.2 ms [2021-11-02 04:07:26 main:574] : INFO : Epoch 1769 | loss: 0.0311839 | val_loss: 0.0311914 | Time: 1494.04 ms [2021-11-02 04:07:28 main:574] : INFO : Epoch 1770 | loss: 0.0311822 | val_loss: 0.0311898 | Time: 1515.08 ms [2021-11-02 04:07:30 main:574] : INFO : Epoch 1771 | loss: 0.0311843 | val_loss: 0.0311999 | Time: 1527.61 ms [2021-11-02 04:07:31 main:574] : INFO : Epoch 1772 | loss: 0.0311875 | val_loss: 0.0311934 | Time: 1543.53 ms [2021-11-02 04:07:33 main:574] : INFO : Epoch 1773 | loss: 0.0311886 | val_loss: 0.0311922 | Time: 1730.33 ms [2021-11-02 04:07:35 main:574] : INFO : Epoch 1774 | loss: 0.0311849 | val_loss: 0.0311905 | Time: 1542.4 ms [2021-11-02 04:07:37 main:574] : INFO : Epoch 1775 | loss: 0.0311834 | val_loss: 0.03119 | Time: 1509.26 ms [2021-11-02 04:07:38 main:574] : INFO : Epoch 1776 | loss: 0.0311822 | val_loss: 0.0311902 | Time: 1504.76 ms [2021-11-02 04:07:40 main:574] : INFO : Epoch 1777 | loss: 0.0311815 | val_loss: 0.031189 | Time: 1536.65 ms [2021-11-02 04:07:42 main:574] : INFO : Epoch 1778 | loss: 0.031182 | val_loss: 0.0311912 | Time: 1525.14 ms [2021-11-02 04:07:43 main:574] : INFO : Epoch 1779 | loss: 0.0311834 | val_loss: 0.0311897 | Time: 1517.01 ms [2021-11-02 04:07:45 main:574] : INFO : Epoch 1780 | loss: 0.0311871 | val_loss: 0.0311939 | Time: 1505.68 ms [2021-11-02 04:07:47 main:574] : INFO : Epoch 1781 | loss: 0.031189 | val_loss: 0.031191 | Time: 1514.36 ms [2021-11-02 04:07:48 main:574] : INFO : Epoch 1782 | loss: 0.0311883 | val_loss: 0.0311958 | Time: 1550.3 ms [2021-11-02 04:07:50 main:574] : INFO : Epoch 1783 | loss: 0.0311887 | val_loss: 0.03119 | Time: 1504.09 ms [2021-11-02 04:07:52 main:574] : INFO : Epoch 1784 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 1556.72 ms [2021-11-02 04:07:53 main:574] : INFO : Epoch 1785 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1538.23 ms [2021-11-02 04:07:55 main:574] : INFO : Epoch 1786 | loss: 0.031184 | val_loss: 0.0311904 | Time: 1500.59 ms [2021-11-02 04:07:57 main:574] : INFO : Epoch 1787 | loss: 0.0311848 | val_loss: 0.0311909 | Time: 1513.66 ms [2021-11-02 04:07:58 main:574] : INFO : Epoch 1788 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 1489.26 ms [2021-11-02 04:08:00 main:574] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311936 | Time: 1538.63 ms [2021-11-02 04:08:01 main:574] : INFO : Epoch 1790 | loss: 0.0311823 | val_loss: 0.0311916 | Time: 1489.25 ms [2021-11-02 04:08:03 main:574] : INFO : Epoch 1791 | loss: 0.0311825 | val_loss: 0.0311894 | Time: 1581.48 ms [2021-11-02 04:08:05 main:574] : INFO : Epoch 1792 | loss: 0.0311813 | val_loss: 0.031191 | Time: 1542.44 ms [2021-11-02 04:08:07 main:574] : INFO : Epoch 1793 | loss: 0.0311818 | val_loss: 0.0311923 | Time: 1498.13 ms [2021-11-02 04:08:08 main:574] : INFO : Epoch 1794 | loss: 0.0311826 | val_loss: 0.0311917 | Time: 1533.07 ms [2021-11-02 04:08:10 main:574] : INFO : Epoch 1795 | loss: 0.031181 | val_loss: 0.0311907 | Time: 1495.01 ms [2021-11-02 04:08:12 main:574] : INFO : Epoch 1796 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 1582.57 ms [2021-11-02 04:08:13 main:574] : INFO : Epoch 1797 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 1488.09 ms [2021-11-02 04:08:15 main:574] : INFO : Epoch 1798 | loss: 0.0311803 | val_loss: 0.0311895 | Time: 1491.56 ms [2021-11-02 04:08:16 main:574] : INFO : Epoch 1799 | loss: 0.0311803 | val_loss: 0.0311897 | Time: 1522.03 ms [2021-11-02 04:08:18 main:574] : INFO : Epoch 1800 | loss: 0.0311804 | val_loss: 0.0311916 | Time: 1509.63 ms [2021-11-02 04:08:20 main:574] : INFO : Epoch 1801 | loss: 0.0311803 | val_loss: 0.0311897 | Time: 1533.74 ms [2021-11-02 04:08:22 main:574] : INFO : Epoch 1802 | loss: 0.0311802 | val_loss: 0.0311909 | Time: 1547.29 ms [2021-11-02 04:08:23 main:574] : INFO : Epoch 1803 | loss: 0.0311796 | val_loss: 0.0311899 | Time: 1543.19 ms [2021-11-02 04:08:25 main:574] : INFO : Epoch 1804 | loss: 0.0311797 | val_loss: 0.0311894 | Time: 1498.9 ms [2021-11-02 04:08:26 main:574] : INFO : Epoch 1805 | loss: 0.0311796 | val_loss: 0.0311904 | Time: 1511.59 ms [2021-11-02 04:08:28 main:574] : INFO : Epoch 1806 | loss: 0.0311791 | val_loss: 0.03119 | Time: 1543.51 ms [2021-11-02 04:08:30 main:574] : INFO : Epoch 1807 | loss: 0.0311793 | val_loss: 0.0311897 | Time: 1529.69 ms [2021-11-02 04:08:31 main:574] : INFO : Epoch 1808 | loss: 0.0311789 | val_loss: 0.031191 | Time: 1537.98 ms [2021-11-02 04:08:33 main:574] : INFO : Epoch 1809 | loss: 0.0311784 | val_loss: 0.0311931 | Time: 1552.3 ms [2021-11-02 04:08:35 main:574] : INFO : Epoch 1810 | loss: 0.0311796 | val_loss: 0.0311901 | Time: 1524.23 ms [2021-11-02 04:08:36 main:574] : INFO : Epoch 1811 | loss: 0.0311792 | val_loss: 0.0311922 | Time: 1521.6 ms [2021-11-02 04:08:38 main:574] : INFO : Epoch 1812 | loss: 0.031179 | val_loss: 0.0311901 | Time: 1500.08 ms [2021-11-02 04:08:40 main:574] : INFO : Epoch 1813 | loss: 0.0311795 | val_loss: 0.031191 | Time: 1512.66 ms [2021-11-02 04:08:41 main:574] : INFO : Epoch 1814 | loss: 0.0311779 | val_loss: 0.0311901 | Time: 1489.05 ms [2021-11-02 04:08:43 main:574] : INFO : Epoch 1815 | loss: 0.0311777 | val_loss: 0.0311914 | Time: 1507.58 ms [2021-11-02 04:08:45 main:574] : INFO : Epoch 1816 | loss: 0.031178 | val_loss: 0.0311893 | Time: 1521.39 ms [2021-11-02 04:08:46 main:574] : INFO : Epoch 1817 | loss: 0.0311782 | val_loss: 0.031192 | Time: 1526.04 ms [2021-11-02 04:08:48 main:574] : INFO : Epoch 1818 | loss: 0.0311771 | val_loss: 0.0311919 | Time: 1527.61 ms [2021-11-02 04:08:50 main:574] : INFO : Epoch 1819 | loss: 0.0311777 | val_loss: 0.0311897 | Time: 1519.48 ms [2021-11-02 04:08:51 main:574] : INFO : Epoch 1820 | loss: 0.0311764 | val_loss: 0.0311904 | Time: 1516.69 ms [2021-11-02 04:08:53 main:574] : INFO : Epoch 1821 | loss: 0.0311763 | val_loss: 0.0311929 | Time: 1538.77 ms [2021-11-02 04:08:55 main:574] : INFO : Epoch 1822 | loss: 0.031178 | val_loss: 0.0311932 | Time: 1560.66 ms [2021-11-02 04:08:56 main:574] : INFO : Epoch 1823 | loss: 0.0311772 | val_loss: 0.0311916 | Time: 1578.64 ms [2021-11-02 04:08:58 main:574] : INFO : Epoch 1824 | loss: 0.0311762 | val_loss: 0.031193 | Time: 1478.82 ms [2021-11-02 04:09:00 main:574] : INFO : Epoch 1825 | loss: 0.0311791 | val_loss: 0.0311944 | Time: 1521.92 ms [2021-11-02 04:09:01 main:574] : INFO : Epoch 1826 | loss: 0.0311799 | val_loss: 0.0311902 | Time: 1563.89 ms [2021-11-02 04:09:03 main:574] : INFO : Epoch 1827 | loss: 0.0311759 | val_loss: 0.0311898 | Time: 1523.09 ms [2021-11-02 04:09:05 main:574] : INFO : Epoch 1828 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 1498.61 ms [2021-11-02 04:09:06 main:574] : INFO : Epoch 1829 | loss: 0.0311764 | val_loss: 0.0311906 | Time: 1516.07 ms [2021-11-02 04:09:08 main:574] : INFO : Epoch 1830 | loss: 0.0311783 | val_loss: 0.031193 | Time: 1613.13 ms [2021-11-02 04:09:10 main:574] : INFO : Epoch 1831 | loss: 0.031179 | val_loss: 0.031197 | Time: 1534.67 ms [2021-11-02 04:09:11 main:574] : INFO : Epoch 1832 | loss: 0.0311783 | val_loss: 0.0311923 | Time: 1585.09 ms [2021-11-02 04:09:13 main:574] : INFO : Epoch 1833 | loss: 0.0311771 | val_loss: 0.0311944 | Time: 1546.03 ms [2021-11-02 04:09:15 main:574] : INFO : Epoch 1834 | loss: 0.0311766 | val_loss: 0.0311895 | Time: 1604.02 ms [2021-11-02 04:09:16 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.0311938 | Time: 1629.12 ms [2021-11-02 04:09:18 main:574] : INFO : Epoch 1836 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 1584.05 ms [2021-11-02 04:09:20 main:574] : INFO : Epoch 1837 | loss: 0.0311746 | val_loss: 0.0311917 | Time: 1557.86 ms [2021-11-02 04:09:22 main:574] : INFO : Epoch 1838 | loss: 0.0311754 | val_loss: 0.0311896 | Time: 1548.67 ms [2021-11-02 04:09:23 main:574] : INFO : Epoch 1839 | loss: 0.0311736 | val_loss: 0.0311897 | Time: 1526.81 ms [2021-11-02 04:09:25 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.0311884 | Time: 1549.95 ms [2021-11-02 04:09:27 main:574] : INFO : Epoch 1841 | loss: 0.0311746 | val_loss: 0.0311908 | Time: 1613.45 ms [2021-11-02 04:09:28 main:574] : INFO : Epoch 1842 | loss: 0.0311739 | val_loss: 0.0311899 | Time: 1544.77 ms [2021-11-02 04:09:30 main:574] : INFO : Epoch 1843 | loss: 0.0311742 | val_loss: 0.03119 | Time: 1527.18 ms [2021-11-02 04:09:32 main:574] : INFO : Epoch 1844 | loss: 0.0311764 | val_loss: 0.0311937 | Time: 1527.83 ms [2021-11-02 04:09:33 main:574] : INFO : Epoch 1845 | loss: 0.0311772 | val_loss: 0.0311928 | Time: 1520.82 ms [2021-11-02 04:09:35 main:574] : INFO : Epoch 1846 | loss: 0.0311768 | val_loss: 0.031191 | Time: 1549.17 ms [2021-11-02 04:09:37 main:574] : INFO : Epoch 1847 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 1535.95 ms [2021-11-02 04:09:38 main:574] : INFO : Epoch 1848 | loss: 0.0311738 | val_loss: 0.0311896 | Time: 1546.02 ms [2021-11-02 04:09:40 main:574] : INFO : Epoch 1849 | loss: 0.0311736 | val_loss: 0.0311916 | Time: 1547.67 ms [2021-11-02 04:09:42 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311915 | Time: 1591.13 ms [2021-11-02 04:09:43 main:574] : INFO : Epoch 1851 | loss: 0.0311731 | val_loss: 0.0311907 | Time: 1517.36 ms [2021-11-02 04:09:45 main:574] : INFO : Epoch 1852 | loss: 0.0311731 | val_loss: 0.031191 | Time: 1515.78 ms [2021-11-02 04:09:47 main:574] : INFO : Epoch 1853 | loss: 0.0311734 | val_loss: 0.0311907 | Time: 1505.1 ms [2021-11-02 04:09:48 main:574] : INFO : Epoch 1854 | loss: 0.0311722 | val_loss: 0.0311907 | Time: 1614.9 ms [2021-11-02 04:09:50 main:574] : INFO : Epoch 1855 | loss: 0.0311752 | val_loss: 0.0311892 | Time: 1524.68 ms [2021-11-02 04:09:51 main:574] : INFO : Epoch 1856 | loss: 0.0311748 | val_loss: 0.0311911 | Time: 1531.88 ms [2021-11-02 04:09:53 main:574] : INFO : Epoch 1857 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 1518.21 ms [2021-11-02 04:09:55 main:574] : INFO : Epoch 1858 | loss: 0.0311811 | val_loss: 0.0311928 | Time: 1570.59 ms [2021-11-02 04:09:56 main:574] : INFO : Epoch 1859 | loss: 0.0311835 | val_loss: 0.0311968 | Time: 1552.49 ms [2021-11-02 04:09:58 main:574] : INFO : Epoch 1860 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 1549.34 ms [2021-11-02 04:10:00 main:574] : INFO : Epoch 1861 | loss: 0.0311814 | val_loss: 0.0311895 | Time: 1541.23 ms [2021-11-02 04:10:02 main:574] : INFO : Epoch 1862 | loss: 0.0311857 | val_loss: 0.0311948 | Time: 1534.48 ms [2021-11-02 04:10:03 main:574] : INFO : Epoch 1863 | loss: 0.0311813 | val_loss: 0.031192 | Time: 1543.55 ms [2021-11-02 04:10:05 main:574] : INFO : Epoch 1864 | loss: 0.0311792 | val_loss: 0.0311898 | Time: 1515.98 ms [2021-11-02 04:10:07 main:574] : INFO : Epoch 1865 | loss: 0.0311772 | val_loss: 0.0311894 | Time: 1546.65 ms [2021-11-02 04:10:08 main:574] : INFO : Epoch 1866 | loss: 0.0311792 | val_loss: 0.0311903 | Time: 1520.63 ms [2021-11-02 04:10:10 main:574] : INFO : Epoch 1867 | loss: 0.0311776 | val_loss: 0.031192 | Time: 1485.14 ms [2021-11-02 04:10:12 main:574] : INFO : Epoch 1868 | loss: 0.0311769 | val_loss: 0.03119 | Time: 1552.96 ms [2021-11-02 04:10:13 main:574] : INFO : Epoch 1869 | loss: 0.0311754 | val_loss: 0.0311891 | Time: 1531.74 ms [2021-11-02 04:10:15 main:574] : INFO : Epoch 1870 | loss: 0.0311762 | val_loss: 0.0311902 | Time: 1528.06 ms [2021-11-02 04:10:16 main:574] : INFO : Epoch 1871 | loss: 0.0311756 | val_loss: 0.0311889 | Time: 1596.59 ms [2021-11-02 04:10:18 main:574] : INFO : Epoch 1872 | loss: 0.0311754 | val_loss: 0.0311903 | Time: 1601.59 ms [2021-11-02 04:10:20 main:574] : INFO : Epoch 1873 | loss: 0.0311753 | val_loss: 0.0311902 | Time: 1505.97 ms [2021-11-02 04:10:21 main:574] : INFO : Epoch 1874 | loss: 0.0311745 | val_loss: 0.0311901 | Time: 1539.01 ms [2021-11-02 04:10:23 main:574] : INFO : Epoch 1875 | loss: 0.0311747 | val_loss: 0.0311929 | Time: 1555.31 ms [2021-11-02 04:10:25 main:574] : INFO : Epoch 1876 | loss: 0.0311744 | val_loss: 0.0311892 | Time: 1541.44 ms [2021-11-02 04:10:26 main:574] : INFO : Epoch 1877 | loss: 0.031174 | val_loss: 0.0311892 | Time: 1532.13 ms [2021-11-02 04:10:28 main:574] : INFO : Epoch 1878 | loss: 0.0311749 | val_loss: 0.0311907 | Time: 1589.7 ms [2021-11-02 04:10:30 main:574] : INFO : Epoch 1879 | loss: 0.031174 | val_loss: 0.0311887 | Time: 1558.21 ms [2021-11-02 04:10:31 main:574] : INFO : Epoch 1880 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 1545.22 ms [2021-11-02 04:10:33 main:574] : INFO : Epoch 1881 | loss: 0.0311723 | val_loss: 0.0311869 | Time: 1541.17 ms [2021-11-02 04:10:35 main:574] : INFO : Epoch 1882 | loss: 0.0311731 | val_loss: 0.0311893 | Time: 1503.81 ms [2021-11-02 04:10:36 main:574] : INFO : Epoch 1883 | loss: 0.0311728 | val_loss: 0.0311904 | Time: 1489.56 ms [2021-11-02 04:10:38 main:574] : INFO : Epoch 1884 | loss: 0.0311731 | val_loss: 0.0311887 | Time: 1511.78 ms [2021-11-02 04:10:40 main:574] : INFO : Epoch 1885 | loss: 0.0311715 | val_loss: 0.0311896 | Time: 1535.64 ms [2021-11-02 04:10:41 main:574] : INFO : Epoch 1886 | loss: 0.0311717 | val_loss: 0.0311875 | Time: 1541.42 ms [2021-11-02 04:10:43 main:574] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311878 | Time: 1600.13 ms [2021-11-02 04:10:45 main:574] : INFO : Epoch 1888 | loss: 0.0311709 | val_loss: 0.0311867 | Time: 1545.9 ms [2021-11-02 04:10:46 main:574] : INFO : Epoch 1889 | loss: 0.0311718 | val_loss: 0.0311887 | Time: 1519.03 ms [2021-11-02 04:10:48 main:574] : INFO : Epoch 1890 | loss: 0.0311728 | val_loss: 0.0311933 | Time: 1479.15 ms [2021-11-02 04:10:50 main:574] : INFO : Epoch 1891 | loss: 0.0311726 | val_loss: 0.0311884 | Time: 1547.27 ms [2021-11-02 04:10:51 main:574] : INFO : Epoch 1892 | loss: 0.0311707 | val_loss: 0.0311885 | Time: 1530.78 ms [2021-11-02 04:10:53 main:574] : INFO : Epoch 1893 | loss: 0.0311713 | val_loss: 0.0311901 | Time: 1522.44 ms [2021-11-02 04:10:55 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311908 | Time: 1497.47 ms [2021-11-02 04:10:56 main:574] : INFO : Epoch 1895 | loss: 0.0311708 | val_loss: 0.031189 | Time: 1568.67 ms [2021-11-02 04:10:58 main:574] : INFO : Epoch 1896 | loss: 0.0311698 | val_loss: 0.0311888 | Time: 1526.75 ms [2021-11-02 04:11:00 main:574] : INFO : Epoch 1897 | loss: 0.0311698 | val_loss: 0.0311898 | Time: 1540.62 ms [2021-11-02 04:11:01 main:574] : INFO : Epoch 1898 | loss: 0.0311704 | val_loss: 0.0311902 | Time: 1550.55 ms [2021-11-02 04:11:03 main:574] : INFO : Epoch 1899 | loss: 0.0311724 | val_loss: 0.0311878 | Time: 1508.77 ms [2021-11-02 04:11:05 main:574] : INFO : Epoch 1900 | loss: 0.0311699 | val_loss: 0.0311908 | Time: 1610.38 ms [2021-11-02 04:11:06 main:574] : INFO : Epoch 1901 | loss: 0.031169 | val_loss: 0.0311873 | Time: 1565.83 ms [2021-11-02 04:11:08 main:574] : INFO : Epoch 1902 | loss: 0.0311723 | val_loss: 0.0311963 | Time: 1582.16 ms [2021-11-02 04:11:10 main:574] : INFO : Epoch 1903 | loss: 0.0311822 | val_loss: 0.0311974 | Time: 1520.34 ms [2021-11-02 04:11:11 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 1554.83 ms [2021-11-02 04:11:13 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 1524.82 ms [2021-11-02 04:11:15 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 1524.52 ms [2021-11-02 04:11:16 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 1498.81 ms [2021-11-02 04:11:18 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 1559.57 ms [2021-11-02 04:11:20 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 1503.97 ms [2021-11-02 04:11:22 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 1559.5 ms [2021-11-02 04:11:23 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 1522.33 ms [2021-11-02 04:11:25 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 1498.31 ms [2021-11-02 04:11:26 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 1537.09 ms [2021-11-02 04:11:28 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 1556.1 ms [2021-11-02 04:11:30 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 1531.5 ms [2021-11-02 04:11:32 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 1575.58 ms [2021-11-02 04:11:33 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 1555.29 ms [2021-11-02 04:11:35 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 1531.36 ms [2021-11-02 04:11:37 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 1550.37 ms [2021-11-02 04:11:38 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 1594.14 ms [2021-11-02 04:11:40 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 1569.58 ms [2021-11-02 04:11:42 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 1585.59 ms [2021-11-02 04:11:43 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 1508.44 ms [2021-11-02 04:11:45 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 1542.79 ms [2021-11-02 04:11:47 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 1570.44 ms [2021-11-02 04:11:48 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 1560.66 ms [2021-11-02 04:11:50 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 1487.86 ms [2021-11-02 04:11:52 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 1558.83 ms [2021-11-02 04:11:54 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 1507.13 ms [2021-11-02 04:11:55 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 1534.33 ms [2021-11-02 04:11:57 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 1552.14 ms [2021-11-02 04:11:59 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 1531.86 ms [2021-11-02 04:12:00 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1545.57 ms [2021-11-02 04:12:02 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 1588.2 ms [2021-11-02 04:12:04 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 1561.91 ms [2021-11-02 04:12:05 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1664.32 ms [2021-11-02 04:12:07 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 1624.52 ms [2021-11-02 04:12:09 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 1679.87 ms [2021-11-02 04:12:11 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1579 ms [2021-11-02 04:12:12 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1549.78 ms [2021-11-02 04:12:14 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1581.46 ms [2021-11-02 04:12:16 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1638.5 ms [2021-11-02 04:12:18 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1535.48 ms [2021-11-02 04:12:19 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1637.58 ms [2021-11-02 04:12:21 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1544.16 ms [2021-11-02 04:12:23 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1593.97 ms [2021-11-02 04:12:24 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1551.32 ms [2021-11-02 04:12:26 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1503.27 ms [2021-11-02 04:12:27 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1529.85 ms [2021-11-02 04:12:29 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1578.53 ms [2021-11-02 04:12:31 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1502.68 ms [2021-11-02 04:12:32 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1594.35 ms [2021-11-02 04:12:34 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1551.58 ms [2021-11-02 04:12:36 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1667.2 ms [2021-11-02 04:12:37 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1510.52 ms [2021-11-02 04:12:39 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1539.87 ms [2021-11-02 04:12:41 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1549.4 ms [2021-11-02 04:12:42 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1557.98 ms [2021-11-02 04:12:44 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1577.69 ms [2021-11-02 04:12:46 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1577.05 ms [2021-11-02 04:12:47 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1551.61 ms [2021-11-02 04:12:49 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1551.56 ms [2021-11-02 04:12:51 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1526.33 ms [2021-11-02 04:12:52 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1529.31 ms [2021-11-02 04:12:54 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1516.97 ms [2021-11-02 04:12:56 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1536.92 ms [2021-11-02 04:12:57 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1578 ms [2021-11-02 04:12:59 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1528.06 ms [2021-11-02 04:13:01 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1511.33 ms [2021-11-02 04:13:02 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1544.38 ms [2021-11-02 04:13:04 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1557.33 ms [2021-11-02 04:13:06 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1534.88 ms [2021-11-02 04:13:07 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1577.12 ms [2021-11-02 04:13:09 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1513.26 ms [2021-11-02 04:13:11 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1513.55 ms [2021-11-02 04:13:12 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1506.58 ms [2021-11-02 04:13:14 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1541.57 ms [2021-11-02 04:13:16 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1638.93 ms [2021-11-02 04:13:18 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1534.79 ms [2021-11-02 04:13:19 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1615.1 ms [2021-11-02 04:13:21 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1532.15 ms [2021-11-02 04:13:23 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1534.43 ms [2021-11-02 04:13:24 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1549.79 ms [2021-11-02 04:13:26 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1643.71 ms [2021-11-02 04:13:28 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1545.46 ms [2021-11-02 04:13:30 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1602.3 ms [2021-11-02 04:13:31 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1514.82 ms [2021-11-02 04:13:33 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1525.97 ms [2021-11-02 04:13:34 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1563.21 ms [2021-11-02 04:13:36 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1532.5 ms [2021-11-02 04:13:38 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1545.31 ms [2021-11-02 04:13:40 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1539.38 ms [2021-11-02 04:13:41 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1581.7 ms [2021-11-02 04:13:43 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1570.3 ms [2021-11-02 04:13:45 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1578.79 ms [2021-11-02 04:13:46 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1550.39 ms [2021-11-02 04:13:48 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1559.65 ms [2021-11-02 04:13:50 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1530.22 ms [2021-11-02 04:13:52 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1527.06 ms [2021-11-02 04:13:53 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1567.04 ms [2021-11-02 04:13:55 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1593.02 ms [2021-11-02 04:13:57 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1555.94 ms [2021-11-02 04:13:58 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1698.17 ms [2021-11-02 04:14:00 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1524.91 ms [2021-11-02 04:14:02 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1574.21 ms [2021-11-02 04:14:03 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1661.22 ms [2021-11-02 04:14:05 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1539.68 ms [2021-11-02 04:14:07 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1533.63 ms [2021-11-02 04:14:08 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1606.75 ms [2021-11-02 04:14:10 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1680.99 ms [2021-11-02 04:14:12 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1550.17 ms [2021-11-02 04:14:13 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1508.55 ms [2021-11-02 04:14:15 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1543.89 ms [2021-11-02 04:14:17 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1565.02 ms [2021-11-02 04:14:18 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1533.85 ms [2021-11-02 04:14:20 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1502.63 ms [2021-11-02 04:14:22 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1536.24 ms [2021-11-02 04:14:23 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1537.81 ms [2021-11-02 04:14:25 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1584.53 ms [2021-11-02 04:14:27 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1541.36 ms [2021-11-02 04:14:29 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1544.61 ms [2021-11-02 04:14:30 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1545.85 ms [2021-11-02 04:14:32 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1543.47 ms [2021-11-02 04:14:34 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1573.6 ms [2021-11-02 04:14:35 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1546.93 ms [2021-11-02 04:14:37 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1496.86 ms [2021-11-02 04:14:39 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1533.84 ms [2021-11-02 04:14:40 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1535.77 ms [2021-11-02 04:14:42 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1531.17 ms [2021-11-02 04:14:44 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1502.87 ms [2021-11-02 04:14:45 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1545.76 ms [2021-11-02 04:14:47 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1554.82 ms [2021-11-02 04:14:49 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1545.39 ms [2021-11-02 04:14:50 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1554.39 ms [2021-11-02 04:14:52 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1501.29 ms [2021-11-02 04:14:54 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1614.98 ms [2021-11-02 04:14:55 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1613.94 ms [2021-11-02 04:14:57 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1515.09 ms [2021-11-02 04:14:59 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1638.57 ms [2021-11-02 04:15:00 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1539.84 ms [2021-11-02 04:15:02 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1603.08 ms [2021-11-02 04:15:04 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1569.86 ms [2021-11-02 04:15:05 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1583.88 ms [2021-11-02 04:15:07 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1522.64 ms [2021-11-02 04:15:09 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1519.93 ms [2021-11-02 04:15:10 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1519.85 ms [2021-11-02 04:15:12 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1521.59 ms [2021-11-02 04:15:13 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1567.77 ms [2021-11-02 04:15:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-11-02 04:15:14 main:603] : INFO : Saving end state to config to file [2021-11-02 04:15:14 main:608] : INFO : Success, exiting.. 04:15:14 (20832): 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)