Task 7663264
| Name | ParityModified-1631728824-27041-2_1 |
| Workunit | 5233205 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:21:48 UTC |
| Report deadline | 5 Oct 2021, 2:21:48 UTC |
| Received | 2 Oct 2021, 9:01:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 995 |
| Run time | 55 min 43 sec |
| CPU time | 54 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,239.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0312065 | val_loss: 0.0312051 | Time: 1617.26 ms [2021-10-02 03:36:53 main:574] : INFO : Epoch 1543 | loss: 0.0312038 | val_loss: 0.0312023 | Time: 1624.82 ms [2021-10-02 03:36:55 main:574] : INFO : Epoch 1544 | loss: 0.0312032 | val_loss: 0.0312024 | Time: 1622.66 ms [2021-10-02 03:36:56 main:574] : INFO : Epoch 1545 | loss: 0.0312029 | val_loss: 0.0312023 | Time: 1627.18 ms [2021-10-02 03:36:58 main:574] : INFO : Epoch 1546 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 1619.93 ms [2021-10-02 03:37:00 main:574] : INFO : Epoch 1547 | loss: 0.0312036 | val_loss: 0.0312065 | Time: 1620.81 ms [2021-10-02 03:37:01 main:574] : INFO : Epoch 1548 | loss: 0.0312037 | val_loss: 0.0312019 | Time: 1633.44 ms [2021-10-02 03:37:03 main:574] : INFO : Epoch 1549 | loss: 0.0312012 | val_loss: 0.0311998 | Time: 1614.52 ms [2021-10-02 03:37:05 main:574] : INFO : Epoch 1550 | loss: 0.0312018 | val_loss: 0.0311999 | Time: 1609.39 ms [2021-10-02 03:37:06 main:574] : INFO : Epoch 1551 | loss: 0.0312034 | val_loss: 0.0312001 | Time: 1618.83 ms [2021-10-02 03:37:08 main:574] : INFO : Epoch 1552 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 1617.4 ms [2021-10-02 03:37:09 main:574] : INFO : Epoch 1553 | loss: 0.0312008 | val_loss: 0.0312007 | Time: 1618.32 ms [2021-10-02 03:37:11 main:574] : INFO : Epoch 1554 | loss: 0.0312009 | val_loss: 0.0311992 | Time: 1620.03 ms [2021-10-02 03:37:13 main:574] : INFO : Epoch 1555 | loss: 0.031199 | val_loss: 0.0311984 | Time: 1620.46 ms [2021-10-02 03:37:14 main:574] : INFO : Epoch 1556 | loss: 0.0311983 | val_loss: 0.0311979 | Time: 1624.26 ms [2021-10-02 03:37:16 main:574] : INFO : Epoch 1557 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 1623.23 ms [2021-10-02 03:37:18 main:574] : INFO : Epoch 1558 | loss: 0.0312001 | val_loss: 0.0311982 | Time: 1621.34 ms [2021-10-02 03:37:19 main:574] : INFO : Epoch 1559 | loss: 0.0311996 | val_loss: 0.0312007 | Time: 1621.05 ms [2021-10-02 03:37:21 main:574] : INFO : Epoch 1560 | loss: 0.0312016 | val_loss: 0.0311977 | Time: 1615.04 ms [2021-10-02 03:37:23 main:574] : INFO : Epoch 1561 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 1620.3 ms [2021-10-02 03:37:24 main:574] : INFO : Epoch 1562 | loss: 0.0311981 | val_loss: 0.0311978 | Time: 1617.07 ms [2021-10-02 03:37:26 main:574] : INFO : Epoch 1563 | loss: 0.0311973 | val_loss: 0.0311981 | Time: 1610.82 ms [2021-10-02 03:37:27 main:574] : INFO : Epoch 1564 | loss: 0.0311976 | val_loss: 0.0312026 | Time: 1615.04 ms [2021-10-02 03:37:29 main:574] : INFO : Epoch 1565 | loss: 0.031201 | val_loss: 0.0311989 | Time: 1617.51 ms [2021-10-02 03:37:31 main:574] : INFO : Epoch 1566 | loss: 0.0311982 | val_loss: 0.0311972 | Time: 1618.41 ms [2021-10-02 03:37:32 main:574] : INFO : Epoch 1567 | loss: 0.0311979 | val_loss: 0.0311964 | Time: 1615.96 ms [2021-10-02 03:37:34 main:574] : INFO : Epoch 1568 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 1612.7 ms [2021-10-02 03:37:35 main:574] : INFO : Epoch 1569 | loss: 0.031197 | val_loss: 0.031199 | Time: 1612.43 ms [2021-10-02 03:37:37 main:574] : INFO : Epoch 1570 | loss: 0.0311969 | val_loss: 0.0311956 | Time: 1613.37 ms [2021-10-02 03:37:39 main:574] : INFO : Epoch 1571 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 1615.51 ms [2021-10-02 03:37:40 main:574] : INFO : Epoch 1572 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 1615.81 ms [2021-10-02 03:37:42 main:574] : INFO : Epoch 1573 | loss: 0.0311964 | val_loss: 0.0311957 | Time: 1613.39 ms [2021-10-02 03:37:44 main:574] : INFO : Epoch 1574 | loss: 0.031195 | val_loss: 0.0311963 | Time: 1620.08 ms [2021-10-02 03:37:45 main:574] : INFO : Epoch 1575 | loss: 0.0311956 | val_loss: 0.0311953 | Time: 1611.13 ms [2021-10-02 03:37:47 main:574] : INFO : Epoch 1576 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 1610.08 ms [2021-10-02 03:37:48 main:574] : INFO : Epoch 1577 | loss: 0.0311949 | val_loss: 0.0311957 | Time: 1622.27 ms [2021-10-02 03:37:50 main:574] : INFO : Epoch 1578 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 1616.92 ms [2021-10-02 03:37:52 main:574] : INFO : Epoch 1579 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 1617.06 ms [2021-10-02 03:37:53 main:574] : INFO : Epoch 1580 | loss: 0.0311959 | val_loss: 0.0311953 | Time: 1617.37 ms [2021-10-02 03:37:55 main:574] : INFO : Epoch 1581 | loss: 0.0311956 | val_loss: 0.0311966 | Time: 1618.56 ms [2021-10-02 03:37:57 main:574] : INFO : Epoch 1582 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 1614.68 ms [2021-10-02 03:37:58 main:574] : INFO : Epoch 1583 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 1624.97 ms [2021-10-02 03:38:00 main:574] : INFO : Epoch 1584 | loss: 0.0311958 | val_loss: 0.0312006 | Time: 1621.04 ms [2021-10-02 03:38:01 main:574] : INFO : Epoch 1585 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 1622.31 ms [2021-10-02 03:38:03 main:574] : INFO : Epoch 1586 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 1617.74 ms [2021-10-02 03:38:05 main:574] : INFO : Epoch 1587 | loss: 0.0311939 | val_loss: 0.0311965 | Time: 1622.62 ms [2021-10-02 03:38:06 main:574] : INFO : Epoch 1588 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 1625.08 ms [2021-10-02 03:38:08 main:574] : INFO : Epoch 1589 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 1617.85 ms [2021-10-02 03:38:10 main:574] : INFO : Epoch 1590 | loss: 0.0311938 | val_loss: 0.0311954 | Time: 1614.02 ms [2021-10-02 03:38:11 main:574] : INFO : Epoch 1591 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 1622.77 ms [2021-10-02 03:38:13 main:574] : INFO : Epoch 1592 | loss: 0.0311927 | val_loss: 0.0311955 | Time: 1617.63 ms [2021-10-02 03:38:14 main:574] : INFO : Epoch 1593 | loss: 0.031192 | val_loss: 0.0311942 | Time: 1621.34 ms [2021-10-02 03:38:16 main:574] : INFO : Epoch 1594 | loss: 0.0311927 | val_loss: 0.0311945 | Time: 1613.82 ms [2021-10-02 03:38:18 main:574] : INFO : Epoch 1595 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 1622.36 ms [2021-10-02 03:38:19 main:574] : INFO : Epoch 1596 | loss: 0.0311929 | val_loss: 0.0311946 | Time: 1618.71 ms [2021-10-02 03:38:21 main:574] : INFO : Epoch 1597 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1613.49 ms [2021-10-02 03:38:23 main:574] : INFO : Epoch 1598 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 1622.78 ms [2021-10-02 03:38:24 main:574] : INFO : Epoch 1599 | loss: 0.031193 | val_loss: 0.0311941 | Time: 1613.68 ms [2021-10-02 03:38:26 main:574] : INFO : Epoch 1600 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 1619.51 ms [2021-10-02 03:38:27 main:574] : INFO : Epoch 1601 | loss: 0.0311904 | val_loss: 0.0311941 | Time: 1619.69 ms [2021-10-02 03:38:29 main:574] : INFO : Epoch 1602 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 1621.36 ms [2021-10-02 03:38:31 main:574] : INFO : Epoch 1603 | loss: 0.0311929 | val_loss: 0.0311983 | Time: 1620.07 ms [2021-10-02 03:38:32 main:574] : INFO : Epoch 1604 | loss: 0.0311913 | val_loss: 0.0311922 | Time: 1629.4 ms [2021-10-02 03:38:34 main:574] : INFO : Epoch 1605 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 1624.01 ms [2021-10-02 03:38:36 main:574] : INFO : Epoch 1606 | loss: 0.0311907 | val_loss: 0.0311922 | Time: 1621.29 ms [2021-10-02 03:38:37 main:574] : INFO : Epoch 1607 | loss: 0.0311906 | val_loss: 0.0311965 | Time: 1615.04 ms [2021-10-02 03:38:39 main:574] : INFO : Epoch 1608 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 1620.1 ms [2021-10-02 03:38:40 main:574] : INFO : Epoch 1609 | loss: 0.0311908 | val_loss: 0.0312048 | Time: 1622.34 ms [2021-10-02 03:38:42 main:574] : INFO : Epoch 1610 | loss: 0.0311915 | val_loss: 0.0311928 | Time: 1614.82 ms [2021-10-02 03:38:44 main:574] : INFO : Epoch 1611 | loss: 0.03119 | val_loss: 0.0311933 | Time: 1621.42 ms [2021-10-02 03:38:45 main:574] : INFO : Epoch 1612 | loss: 0.0311891 | val_loss: 0.0311934 | Time: 1618.79 ms [2021-10-02 03:38:47 main:574] : INFO : Epoch 1613 | loss: 0.0311893 | val_loss: 0.0311942 | Time: 1613.25 ms [2021-10-02 03:38:49 main:574] : INFO : Epoch 1614 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 1621.18 ms [2021-10-02 03:38:50 main:574] : INFO : Epoch 1615 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 1619.1 ms [2021-10-02 03:38:52 main:574] : INFO : Epoch 1616 | loss: 0.0311928 | val_loss: 0.0312081 | Time: 1622.32 ms [2021-10-02 03:38:53 main:574] : INFO : Epoch 1617 | loss: 0.0311911 | val_loss: 0.0311969 | Time: 1619.66 ms [2021-10-02 03:38:55 main:574] : INFO : Epoch 1618 | loss: 0.0311898 | val_loss: 0.0311971 | Time: 1621.58 ms [2021-10-02 03:38:57 main:574] : INFO : Epoch 1619 | loss: 0.0311906 | val_loss: 0.0311935 | Time: 1617.92 ms [2021-10-02 03:38:58 main:574] : INFO : Epoch 1620 | loss: 0.0311912 | val_loss: 0.0311966 | Time: 1613.19 ms [2021-10-02 03:39:00 main:574] : INFO : Epoch 1621 | loss: 0.0311929 | val_loss: 0.0311938 | Time: 1618.65 ms [2021-10-02 03:39:02 main:574] : INFO : Epoch 1622 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 1610.75 ms [2021-10-02 03:39:03 main:574] : INFO : Epoch 1623 | loss: 0.0311895 | val_loss: 0.0311949 | Time: 1616.54 ms [2021-10-02 03:39:05 main:574] : INFO : Epoch 1624 | loss: 0.0311889 | val_loss: 0.0311961 | Time: 1621.22 ms [2021-10-02 03:39:06 main:574] : INFO : Epoch 1625 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 1613.25 ms [2021-10-02 03:39:08 main:574] : INFO : Epoch 1626 | loss: 0.0311902 | val_loss: 0.0312018 | Time: 1618.51 ms [2021-10-02 03:39:10 main:574] : INFO : Epoch 1627 | loss: 0.03119 | val_loss: 0.031196 | Time: 1616.75 ms [2021-10-02 03:39:11 main:574] : INFO : Epoch 1628 | loss: 0.0311872 | val_loss: 0.0311944 | Time: 1617.53 ms [2021-10-02 03:39:13 main:574] : INFO : Epoch 1629 | loss: 0.0311881 | val_loss: 0.0311952 | Time: 1616.34 ms [2021-10-02 03:39:15 main:574] : INFO : Epoch 1630 | loss: 0.0311914 | val_loss: 0.0311971 | Time: 1620.32 ms [2021-10-02 03:39:16 main:574] : INFO : Epoch 1631 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 1616.19 ms [2021-10-02 03:39:18 main:574] : INFO : Epoch 1632 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 1623.36 ms [2021-10-02 03:39:19 main:574] : INFO : Epoch 1633 | loss: 0.031188 | val_loss: 0.0311935 | Time: 1618.13 ms [2021-10-02 03:39:21 main:574] : INFO : Epoch 1634 | loss: 0.0311889 | val_loss: 0.0311997 | Time: 1616.64 ms [2021-10-02 03:39:23 main:574] : INFO : Epoch 1635 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 1617.42 ms [2021-10-02 03:39:24 main:574] : INFO : Epoch 1636 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 1620.17 ms [2021-10-02 03:39:26 main:574] : INFO : Epoch 1637 | loss: 0.0311893 | val_loss: 0.0312023 | Time: 1615.64 ms [2021-10-02 03:39:28 main:574] : INFO : Epoch 1638 | loss: 0.0311894 | val_loss: 0.0311953 | Time: 1621.94 ms [2021-10-02 03:39:29 main:574] : INFO : Epoch 1639 | loss: 0.0311877 | val_loss: 0.0311931 | Time: 1614.61 ms [2021-10-02 03:39:31 main:574] : INFO : Epoch 1640 | loss: 0.031186 | val_loss: 0.0311934 | Time: 1618.15 ms [2021-10-02 03:39:32 main:574] : INFO : Epoch 1641 | loss: 0.0311865 | val_loss: 0.0311938 | Time: 1617.24 ms [2021-10-02 03:39:34 main:574] : INFO : Epoch 1642 | loss: 0.0311868 | val_loss: 0.0311937 | Time: 1617.34 ms [2021-10-02 03:39:36 main:574] : INFO : Epoch 1643 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 1617.72 ms [2021-10-02 03:39:37 main:574] : INFO : Epoch 1644 | loss: 0.0311866 | val_loss: 0.0311955 | Time: 1612.7 ms [2021-10-02 03:39:39 main:574] : INFO : Epoch 1645 | loss: 0.0311953 | val_loss: 0.0312163 | Time: 1621.43 ms [2021-10-02 03:39:41 main:574] : INFO : Epoch 1646 | loss: 0.0311915 | val_loss: 0.0311963 | Time: 1620.9 ms [2021-10-02 03:39:42 main:574] : INFO : Epoch 1647 | loss: 0.0311873 | val_loss: 0.0311943 | Time: 1618.07 ms [2021-10-02 03:39:44 main:574] : INFO : Epoch 1648 | loss: 0.0311889 | val_loss: 0.0311956 | Time: 1625.26 ms [2021-10-02 03:39:45 main:574] : INFO : Epoch 1649 | loss: 0.0311877 | val_loss: 0.0311955 | Time: 1613.3 ms [2021-10-02 03:39:47 main:574] : INFO : Epoch 1650 | loss: 0.0311897 | val_loss: 0.0311984 | Time: 1618.35 ms [2021-10-02 03:39:49 main:574] : INFO : Epoch 1651 | loss: 0.0311877 | val_loss: 0.0311943 | Time: 1623.77 ms [2021-10-02 03:39:50 main:574] : INFO : Epoch 1652 | loss: 0.0311894 | val_loss: 0.0312143 | Time: 1630.51 ms [2021-10-02 03:39:52 main:574] : INFO : Epoch 1653 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 1618.43 ms [2021-10-02 03:39:54 main:574] : INFO : Epoch 1654 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1622.15 ms [2021-10-02 03:39:55 main:574] : INFO : Epoch 1655 | loss: 0.0311946 | val_loss: 0.0312215 | Time: 1614.55 ms [2021-10-02 03:39:57 main:574] : INFO : Epoch 1656 | loss: 0.0311953 | val_loss: 0.0312079 | Time: 1613.37 ms [2021-10-02 03:39:58 main:574] : INFO : Epoch 1657 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 1615.9 ms [2021-10-02 03:40:00 main:574] : INFO : Epoch 1658 | loss: 0.0311854 | val_loss: 0.031196 | Time: 1614.46 ms [2021-10-02 03:40:02 main:574] : INFO : Epoch 1659 | loss: 0.0311879 | val_loss: 0.0311951 | Time: 1616.6 ms [2021-10-02 03:40:03 main:574] : INFO : Epoch 1660 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 1611.7 ms [2021-10-02 03:40:05 main:574] : INFO : Epoch 1661 | loss: 0.0311895 | val_loss: 0.0311991 | Time: 1615.9 ms [2021-10-02 03:40:07 main:574] : INFO : Epoch 1662 | loss: 0.0311866 | val_loss: 0.0312037 | Time: 1619.93 ms [2021-10-02 03:40:08 main:574] : INFO : Epoch 1663 | loss: 0.0311917 | val_loss: 0.031198 | Time: 1616.06 ms [2021-10-02 03:40:10 main:574] : INFO : Epoch 1664 | loss: 0.0311868 | val_loss: 0.0311961 | Time: 1629.72 ms [2021-10-02 03:40:11 main:574] : INFO : Epoch 1665 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 1634.27 ms [2021-10-02 03:40:13 main:574] : INFO : Epoch 1666 | loss: 0.0311853 | val_loss: 0.0311973 | Time: 1618.09 ms [2021-10-02 03:40:15 main:574] : INFO : Epoch 1667 | loss: 0.0311869 | val_loss: 0.0312128 | Time: 1622.27 ms [2021-10-02 03:40:16 main:574] : INFO : Epoch 1668 | loss: 0.0311914 | val_loss: 0.0311944 | Time: 1617.96 ms [2021-10-02 03:40:18 main:574] : INFO : Epoch 1669 | loss: 0.0311876 | val_loss: 0.0311969 | Time: 1618.14 ms [2021-10-02 03:40:20 main:574] : INFO : Epoch 1670 | loss: 0.0311855 | val_loss: 0.0311959 | Time: 1615.45 ms [2021-10-02 03:40:21 main:574] : INFO : Epoch 1671 | loss: 0.0311855 | val_loss: 0.031196 | Time: 1622.12 ms [2021-10-02 03:40:23 main:574] : INFO : Epoch 1672 | loss: 0.0311855 | val_loss: 0.0311952 | Time: 1622.33 ms [2021-10-02 03:40:24 main:574] : INFO : Epoch 1673 | loss: 0.0311843 | val_loss: 0.0311952 | Time: 1618.16 ms [2021-10-02 03:40:26 main:574] : INFO : Epoch 1674 | loss: 0.0311851 | val_loss: 0.0311965 | Time: 1626.95 ms [2021-10-02 03:40:28 main:574] : INFO : Epoch 1675 | loss: 0.0311926 | val_loss: 0.031203 | Time: 1617.98 ms [2021-10-02 03:40:29 main:574] : INFO : Epoch 1676 | loss: 0.031191 | val_loss: 0.0312016 | Time: 1615.09 ms [2021-10-02 03:40:31 main:574] : INFO : Epoch 1677 | loss: 0.0311892 | val_loss: 0.0311955 | Time: 1628.57 ms [2021-10-02 03:40:33 main:574] : INFO : Epoch 1678 | loss: 0.0311846 | val_loss: 0.0311965 | Time: 1621.01 ms [2021-10-02 03:40:34 main:574] : INFO : Epoch 1679 | loss: 0.0311851 | val_loss: 0.0311954 | Time: 1618.45 ms [2021-10-02 03:40:36 main:574] : INFO : Epoch 1680 | loss: 0.0311866 | val_loss: 0.0311984 | Time: 1615.59 ms [2021-10-02 03:40:37 main:574] : INFO : Epoch 1681 | loss: 0.0311889 | val_loss: 0.0311998 | Time: 1613.35 ms [2021-10-02 03:40:39 main:574] : INFO : Epoch 1682 | loss: 0.0311857 | val_loss: 0.0311965 | Time: 1617.71 ms [2021-10-02 03:40:41 main:574] : INFO : Epoch 1683 | loss: 0.0311846 | val_loss: 0.0312032 | Time: 1619.19 ms [2021-10-02 03:40:42 main:574] : INFO : Epoch 1684 | loss: 0.0311859 | val_loss: 0.0311953 | Time: 1620.98 ms [2021-10-02 03:40:44 main:574] : INFO : Epoch 1685 | loss: 0.0311848 | val_loss: 0.0311997 | Time: 1616.71 ms [2021-10-02 03:40:46 main:574] : INFO : Epoch 1686 | loss: 0.0311873 | val_loss: 0.0311976 | Time: 1616.13 ms [2021-10-02 03:40:47 main:574] : INFO : Epoch 1687 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 1622.53 ms [2021-10-02 03:40:49 main:574] : INFO : Epoch 1688 | loss: 0.0311855 | val_loss: 0.0312094 | Time: 1620.73 ms [2021-10-02 03:40:50 main:574] : INFO : Epoch 1689 | loss: 0.0311898 | val_loss: 0.031198 | Time: 1663.72 ms [2021-10-02 03:40:52 main:574] : INFO : Epoch 1690 | loss: 0.0311867 | val_loss: 0.0311996 | Time: 1620.37 ms [2021-10-02 03:40:54 main:574] : INFO : Epoch 1691 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 1619.47 ms [2021-10-02 03:40:55 main:574] : INFO : Epoch 1692 | loss: 0.0311858 | val_loss: 0.031194 | Time: 1617.6 ms [2021-10-02 03:40:57 main:574] : INFO : Epoch 1693 | loss: 0.0311856 | val_loss: 0.031194 | Time: 1614.49 ms [2021-10-02 03:40:59 main:574] : INFO : Epoch 1694 | loss: 0.0311847 | val_loss: 0.0312018 | Time: 1617.19 ms [2021-10-02 03:41:00 main:574] : INFO : Epoch 1695 | loss: 0.0311879 | val_loss: 0.0311968 | Time: 1621.59 ms [2021-10-02 03:41:02 main:574] : INFO : Epoch 1696 | loss: 0.0311856 | val_loss: 0.0311949 | Time: 1617.93 ms [2021-10-02 03:41:03 main:574] : INFO : Epoch 1697 | loss: 0.0311861 | val_loss: 0.0312004 | Time: 1612.41 ms [2021-10-02 03:41:05 main:574] : INFO : Epoch 1698 | loss: 0.031188 | val_loss: 0.0312034 | Time: 1620.45 ms [2021-10-02 03:41:07 main:574] : INFO : Epoch 1699 | loss: 0.0311852 | val_loss: 0.0311953 | Time: 1622.51 ms [2021-10-02 03:41:08 main:574] : INFO : Epoch 1700 | loss: 0.031184 | val_loss: 0.0312043 | Time: 1620.87 ms [2021-10-02 03:41:10 main:574] : INFO : Epoch 1701 | loss: 0.0311858 | val_loss: 0.0311976 | Time: 1624.24 ms [2021-10-02 03:41:12 main:574] : INFO : Epoch 1702 | loss: 0.0311838 | val_loss: 0.0311979 | Time: 1618.87 ms [2021-10-02 03:41:13 main:574] : INFO : Epoch 1703 | loss: 0.0311837 | val_loss: 0.0311971 | Time: 1616.1 ms [2021-10-02 03:41:15 main:574] : INFO : Epoch 1704 | loss: 0.0311833 | val_loss: 0.0311963 | Time: 1618.71 ms [2021-10-02 03:41:16 main:574] : INFO : Epoch 1705 | loss: 0.0311869 | val_loss: 0.0311951 | Time: 1620.23 ms [2021-10-02 03:41:18 main:574] : INFO : Epoch 1706 | loss: 0.0311857 | val_loss: 0.0311993 | Time: 1616.93 ms [2021-10-02 03:41:20 main:574] : INFO : Epoch 1707 | loss: 0.0311858 | val_loss: 0.031196 | Time: 1616.39 ms [2021-10-02 03:41:21 main:574] : INFO : Epoch 1708 | loss: 0.0311844 | val_loss: 0.0311948 | Time: 1623.38 ms [2021-10-02 03:41:23 main:574] : INFO : Epoch 1709 | loss: 0.0311877 | val_loss: 0.0312095 | Time: 1620.25 ms [2021-10-02 03:41:25 main:574] : INFO : Epoch 1710 | loss: 0.0311855 | val_loss: 0.0311956 | Time: 1616.03 ms [2021-10-02 03:41:26 main:574] : INFO : Epoch 1711 | loss: 0.0311847 | val_loss: 0.0311951 | Time: 1623.09 ms [2021-10-02 03:41:28 main:574] : INFO : Epoch 1712 | loss: 0.0311846 | val_loss: 0.0311994 | Time: 1619.87 ms [2021-10-02 03:41:29 main:574] : INFO : Epoch 1713 | loss: 0.031187 | val_loss: 0.0311978 | Time: 1617.89 ms [2021-10-02 03:41:31 main:574] : INFO : Epoch 1714 | loss: 0.031183 | val_loss: 0.0311994 | Time: 1622.22 ms [2021-10-02 03:41:33 main:574] : INFO : Epoch 1715 | loss: 0.0311846 | val_loss: 0.0311973 | Time: 1613.89 ms [2021-10-02 03:41:34 main:574] : INFO : Epoch 1716 | loss: 0.0311833 | val_loss: 0.031195 | Time: 1618.73 ms [2021-10-02 03:41:36 main:574] : INFO : Epoch 1717 | loss: 0.0311836 | val_loss: 0.0311958 | Time: 1620.45 ms [2021-10-02 03:41:38 main:574] : INFO : Epoch 1718 | loss: 0.0311822 | val_loss: 0.0311969 | Time: 1619.14 ms [2021-10-02 03:41:39 main:574] : INFO : Epoch 1719 | loss: 0.0311856 | val_loss: 0.0311964 | Time: 1618.67 ms [2021-10-02 03:41:41 main:574] : INFO : Epoch 1720 | loss: 0.0311827 | val_loss: 0.0311983 | Time: 1620.52 ms [2021-10-02 03:41:42 main:574] : INFO : Epoch 1721 | loss: 0.0311849 | val_loss: 0.0312018 | Time: 1617.46 ms [2021-10-02 03:41:44 main:574] : INFO : Epoch 1722 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 1617.83 ms [2021-10-02 03:41:46 main:574] : INFO : Epoch 1723 | loss: 0.031184 | val_loss: 0.031196 | Time: 1615.67 ms [2021-10-02 03:41:47 main:574] : INFO : Epoch 1724 | loss: 0.0311819 | val_loss: 0.0311991 | Time: 1618.36 ms [2021-10-02 03:41:49 main:574] : INFO : Epoch 1725 | loss: 0.0311841 | val_loss: 0.0311995 | Time: 1619.77 ms [2021-10-02 03:41:51 main:574] : INFO : Epoch 1726 | loss: 0.0311822 | val_loss: 0.0311951 | Time: 1613.94 ms [2021-10-02 03:41:52 main:574] : INFO : Epoch 1727 | loss: 0.031183 | val_loss: 0.0311994 | Time: 1623.04 ms [2021-10-02 03:41:54 main:574] : INFO : Epoch 1728 | loss: 0.0311814 | val_loss: 0.0311988 | Time: 1613.75 ms [2021-10-02 03:41:55 main:574] : INFO : Epoch 1729 | loss: 0.0311821 | val_loss: 0.031197 | Time: 1617.03 ms [2021-10-02 03:41:57 main:574] : INFO : Epoch 1730 | loss: 0.031185 | val_loss: 0.0312057 | Time: 1624.01 ms [2021-10-02 03:41:59 main:574] : INFO : Epoch 1731 | loss: 0.0311833 | val_loss: 0.0311964 | Time: 1618.71 ms [2021-10-02 03:42:00 main:574] : INFO : Epoch 1732 | loss: 0.0311837 | val_loss: 0.0312101 | Time: 1616.81 ms [2021-10-02 03:42:02 main:574] : INFO : Epoch 1733 | loss: 0.0311854 | val_loss: 0.0311977 | Time: 1616.5 ms [2021-10-02 03:42:04 main:574] : INFO : Epoch 1734 | loss: 0.0311851 | val_loss: 0.0311981 | Time: 1616.07 ms [2021-10-02 03:42:05 main:574] : INFO : Epoch 1735 | loss: 0.031183 | val_loss: 0.0311981 | Time: 1620.13 ms [2021-10-02 03:42:07 main:574] : INFO : Epoch 1736 | loss: 0.0311825 | val_loss: 0.0311963 | Time: 1618.96 ms [2021-10-02 03:42:08 main:574] : INFO : Epoch 1737 | loss: 0.0311843 | val_loss: 0.0311933 | Time: 1615.54 ms [2021-10-02 03:42:10 main:574] : INFO : Epoch 1738 | loss: 0.0311858 | val_loss: 0.0311951 | Time: 1636.54 ms [2021-10-02 03:42:12 main:574] : INFO : Epoch 1739 | loss: 0.0311855 | val_loss: 0.0312058 | Time: 1669.32 ms [2021-10-02 03:42:13 main:574] : INFO : Epoch 1740 | loss: 0.0311861 | val_loss: 0.0311961 | Time: 1637.5 ms [2021-10-02 03:42:15 main:574] : INFO : Epoch 1741 | loss: 0.0311835 | val_loss: 0.031198 | Time: 1629.65 ms [2021-10-02 03:42:17 main:574] : INFO : Epoch 1742 | loss: 0.0311825 | val_loss: 0.0311959 | Time: 1665.27 ms [2021-10-02 03:42:18 main:574] : INFO : Epoch 1743 | loss: 0.0311849 | val_loss: 0.0311951 | Time: 1622.66 ms [2021-10-02 03:42:20 main:574] : INFO : Epoch 1744 | loss: 0.0311858 | val_loss: 0.0312032 | Time: 1614.94 ms [2021-10-02 03:42:22 main:574] : INFO : Epoch 1745 | loss: 0.031188 | val_loss: 0.0311973 | Time: 1616.23 ms [2021-10-02 03:42:23 main:574] : INFO : Epoch 1746 | loss: 0.0311879 | val_loss: 0.0311942 | Time: 1616.03 ms [2021-10-02 03:42:25 main:574] : INFO : Epoch 1747 | loss: 0.0311847 | val_loss: 0.0311936 | Time: 1616.28 ms [2021-10-02 03:42:26 main:574] : INFO : Epoch 1748 | loss: 0.0311856 | val_loss: 0.0311935 | Time: 1612.53 ms [2021-10-02 03:42:28 main:574] : INFO : Epoch 1749 | loss: 0.0311869 | val_loss: 0.0312081 | Time: 1622.85 ms [2021-10-02 03:42:30 main:574] : INFO : Epoch 1750 | loss: 0.031186 | val_loss: 0.0311931 | Time: 1616.87 ms [2021-10-02 03:42:31 main:574] : INFO : Epoch 1751 | loss: 0.0311844 | val_loss: 0.0311961 | Time: 1623.45 ms [2021-10-02 03:42:33 main:574] : INFO : Epoch 1752 | loss: 0.0311884 | val_loss: 0.0311961 | Time: 1617.49 ms [2021-10-02 03:42:35 main:574] : INFO : Epoch 1753 | loss: 0.0311844 | val_loss: 0.0311927 | Time: 1621.86 ms [2021-10-02 03:42:36 main:574] : INFO : Epoch 1754 | loss: 0.0311836 | val_loss: 0.0311987 | Time: 1617.49 ms [2021-10-02 03:42:38 main:574] : INFO : Epoch 1755 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1619.17 ms [2021-10-02 03:42:39 main:574] : INFO : Epoch 1756 | loss: 0.031187 | val_loss: 0.0312042 | Time: 1614.48 ms [2021-10-02 03:42:41 main:574] : INFO : Epoch 1757 | loss: 0.0311857 | val_loss: 0.0311997 | Time: 1615.66 ms [2021-10-02 03:42:43 main:574] : INFO : Epoch 1758 | loss: 0.031187 | val_loss: 0.0311959 | Time: 1614.8 ms [2021-10-02 03:42:44 main:574] : INFO : Epoch 1759 | loss: 0.0311861 | val_loss: 0.0311985 | Time: 1619.28 ms [2021-10-02 03:42:46 main:574] : INFO : Epoch 1760 | loss: 0.0311858 | val_loss: 0.031202 | Time: 1624.76 ms [2021-10-02 03:42:48 main:574] : INFO : Epoch 1761 | loss: 0.0311854 | val_loss: 0.031213 | Time: 1620.61 ms [2021-10-02 03:42:49 main:574] : INFO : Epoch 1762 | loss: 0.0311877 | val_loss: 0.0311964 | Time: 1611.64 ms [2021-10-02 03:42:51 main:574] : INFO : Epoch 1763 | loss: 0.0311851 | val_loss: 0.0311977 | Time: 1616.05 ms [2021-10-02 03:42:52 main:574] : INFO : Epoch 1764 | loss: 0.0311825 | val_loss: 0.0311953 | Time: 1614.41 ms [2021-10-02 03:42:54 main:574] : INFO : Epoch 1765 | loss: 0.0311832 | val_loss: 0.0311975 | Time: 1619.28 ms [2021-10-02 03:42:56 main:574] : INFO : Epoch 1766 | loss: 0.0311852 | val_loss: 0.0311979 | Time: 1616.84 ms [2021-10-02 03:42:57 main:574] : INFO : Epoch 1767 | loss: 0.0311841 | val_loss: 0.0311943 | Time: 1630.67 ms [2021-10-02 03:42:59 main:574] : INFO : Epoch 1768 | loss: 0.0311829 | val_loss: 0.0311971 | Time: 1619.85 ms [2021-10-02 03:43:01 main:574] : INFO : Epoch 1769 | loss: 0.0311822 | val_loss: 0.0311961 | Time: 1621.99 ms [2021-10-02 03:43:02 main:574] : INFO : Epoch 1770 | loss: 0.0311887 | val_loss: 0.0311989 | Time: 1622.25 ms [2021-10-02 03:43:04 main:574] : INFO : Epoch 1771 | loss: 0.0311868 | val_loss: 0.0311974 | Time: 1617.9 ms [2021-10-02 03:43:05 main:574] : INFO : Epoch 1772 | loss: 0.0311848 | val_loss: 0.0311993 | Time: 1624.93 ms [2021-10-02 03:43:07 main:574] : INFO : Epoch 1773 | loss: 0.0311841 | val_loss: 0.0311987 | Time: 1610.03 ms [2021-10-02 03:43:09 main:574] : INFO : Epoch 1774 | loss: 0.031187 | val_loss: 0.031196 | Time: 1617.99 ms [2021-10-02 03:43:10 main:574] : INFO : Epoch 1775 | loss: 0.0311936 | val_loss: 0.0312005 | Time: 1617.39 ms [2021-10-02 03:43:12 main:574] : INFO : Epoch 1776 | loss: 0.0311907 | val_loss: 0.0312025 | Time: 1622.08 ms [2021-10-02 03:43:14 main:574] : INFO : Epoch 1777 | loss: 0.0311925 | val_loss: 0.0312032 | Time: 1615.42 ms [2021-10-02 03:43:15 main:574] : INFO : Epoch 1778 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 1621.48 ms [2021-10-02 03:43:17 main:574] : INFO : Epoch 1779 | loss: 0.0311844 | val_loss: 0.0311933 | Time: 1618.04 ms [2021-10-02 03:43:18 main:574] : INFO : Epoch 1780 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 1619.92 ms [2021-10-02 03:43:20 main:574] : INFO : Epoch 1781 | loss: 0.0311838 | val_loss: 0.0311916 | Time: 1610.81 ms [2021-10-02 03:43:22 main:574] : INFO : Epoch 1782 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 1618.28 ms [2021-10-02 03:43:23 main:574] : INFO : Epoch 1783 | loss: 0.031186 | val_loss: 0.0311958 | Time: 1615.76 ms [2021-10-02 03:43:25 main:574] : INFO : Epoch 1784 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 1625.33 ms [2021-10-02 03:43:27 main:574] : INFO : Epoch 1785 | loss: 0.0311851 | val_loss: 0.0311959 | Time: 1619.55 ms [2021-10-02 03:43:28 main:574] : INFO : Epoch 1786 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 1615.16 ms [2021-10-02 03:43:30 main:574] : INFO : Epoch 1787 | loss: 0.0311846 | val_loss: 0.0311957 | Time: 1611.56 ms [2021-10-02 03:43:31 main:574] : INFO : Epoch 1788 | loss: 0.0311855 | val_loss: 0.0311958 | Time: 1609.54 ms [2021-10-02 03:43:33 main:574] : INFO : Epoch 1789 | loss: 0.0311854 | val_loss: 0.0312 | Time: 1619.24 ms [2021-10-02 03:43:35 main:574] : INFO : Epoch 1790 | loss: 0.0311867 | val_loss: 0.0312053 | Time: 1613.93 ms [2021-10-02 03:43:36 main:574] : INFO : Epoch 1791 | loss: 0.0311811 | val_loss: 0.031194 | Time: 1614.32 ms [2021-10-02 03:43:38 main:574] : INFO : Epoch 1792 | loss: 0.03118 | val_loss: 0.0311995 | Time: 1616.72 ms [2021-10-02 03:43:40 main:574] : INFO : Epoch 1793 | loss: 0.0311848 | val_loss: 0.0311977 | Time: 1620.36 ms [2021-10-02 03:43:41 main:574] : INFO : Epoch 1794 | loss: 0.0311809 | val_loss: 0.0312059 | Time: 1617.56 ms [2021-10-02 03:43:43 main:574] : INFO : Epoch 1795 | loss: 0.031182 | val_loss: 0.0311942 | Time: 1623.35 ms [2021-10-02 03:43:44 main:574] : INFO : Epoch 1796 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 1620.97 ms [2021-10-02 03:43:46 main:574] : INFO : Epoch 1797 | loss: 0.0311918 | val_loss: 0.0311987 | Time: 1617.83 ms [2021-10-02 03:43:48 main:574] : INFO : Epoch 1798 | loss: 0.0311891 | val_loss: 0.0311975 | Time: 1613.09 ms [2021-10-02 03:43:49 main:574] : INFO : Epoch 1799 | loss: 0.0311885 | val_loss: 0.0311979 | Time: 1614.12 ms [2021-10-02 03:43:51 main:574] : INFO : Epoch 1800 | loss: 0.0311843 | val_loss: 0.0311936 | Time: 1614.17 ms [2021-10-02 03:43:53 main:574] : INFO : Epoch 1801 | loss: 0.0311846 | val_loss: 0.0311939 | Time: 1614.47 ms [2021-10-02 03:43:54 main:574] : INFO : Epoch 1802 | loss: 0.0311814 | val_loss: 0.0311941 | Time: 1615.84 ms [2021-10-02 03:43:56 main:574] : INFO : Epoch 1803 | loss: 0.0311852 | val_loss: 0.0311946 | Time: 1613.7 ms [2021-10-02 03:43:57 main:574] : INFO : Epoch 1804 | loss: 0.0311815 | val_loss: 0.0312001 | Time: 1620.54 ms [2021-10-02 03:43:59 main:574] : INFO : Epoch 1805 | loss: 0.0311841 | val_loss: 0.0311955 | Time: 1617.71 ms [2021-10-02 03:44:01 main:574] : INFO : Epoch 1806 | loss: 0.0311843 | val_loss: 0.0311949 | Time: 1616.41 ms [2021-10-02 03:44:02 main:574] : INFO : Epoch 1807 | loss: 0.0311815 | val_loss: 0.0311943 | Time: 1617.99 ms [2021-10-02 03:44:04 main:574] : INFO : Epoch 1808 | loss: 0.0311822 | val_loss: 0.031193 | Time: 1611.86 ms [2021-10-02 03:44:05 main:574] : INFO : Epoch 1809 | loss: 0.0311815 | val_loss: 0.0311911 | Time: 1621.58 ms [2021-10-02 03:44:07 main:574] : INFO : Epoch 1810 | loss: 0.0311813 | val_loss: 0.0312033 | Time: 1618.7 ms [2021-10-02 03:44:09 main:574] : INFO : Epoch 1811 | loss: 0.0311849 | val_loss: 0.0311961 | Time: 1613.11 ms [2021-10-02 03:44:10 main:574] : INFO : Epoch 1812 | loss: 0.0311817 | val_loss: 0.0311935 | Time: 1614.47 ms [2021-10-02 03:44:12 main:574] : INFO : Epoch 1813 | loss: 0.0311813 | val_loss: 0.0311925 | Time: 1618.32 ms [2021-10-02 03:44:14 main:574] : INFO : Epoch 1814 | loss: 0.0311802 | val_loss: 0.0311923 | Time: 1613.54 ms [2021-10-02 03:44:15 main:574] : INFO : Epoch 1815 | loss: 0.0311804 | val_loss: 0.0311934 | Time: 1616.82 ms [2021-10-02 03:44:17 main:574] : INFO : Epoch 1816 | loss: 0.0311799 | val_loss: 0.0311941 | Time: 1620.52 ms [2021-10-02 03:44:18 main:574] : INFO : Epoch 1817 | loss: 0.0311835 | val_loss: 0.031198 | Time: 1620.91 ms [2021-10-02 03:44:20 main:574] : INFO : Epoch 1818 | loss: 0.0311836 | val_loss: 0.031196 | Time: 1623.81 ms [2021-10-02 03:44:22 main:574] : INFO : Epoch 1819 | loss: 0.031187 | val_loss: 0.0311979 | Time: 1612.96 ms [2021-10-02 03:44:23 main:574] : INFO : Epoch 1820 | loss: 0.031192 | val_loss: 0.031206 | Time: 1657.01 ms [2021-10-02 03:44:25 main:574] : INFO : Epoch 1821 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 1615.09 ms [2021-10-02 03:44:27 main:574] : INFO : Epoch 1822 | loss: 0.0311816 | val_loss: 0.0311985 | Time: 1616.29 ms [2021-10-02 03:44:28 main:574] : INFO : Epoch 1823 | loss: 0.0311816 | val_loss: 0.0311925 | Time: 1617.04 ms [2021-10-02 03:44:30 main:574] : INFO : Epoch 1824 | loss: 0.0311793 | val_loss: 0.031194 | Time: 1619.14 ms [2021-10-02 03:44:32 main:574] : INFO : Epoch 1825 | loss: 0.0311781 | val_loss: 0.031192 | Time: 1623.25 ms [2021-10-02 03:44:33 main:574] : INFO : Epoch 1826 | loss: 0.0311787 | val_loss: 0.0311951 | Time: 1619.11 ms [2021-10-02 03:44:35 main:574] : INFO : Epoch 1827 | loss: 0.0311778 | val_loss: 0.0311975 | Time: 1618.42 ms [2021-10-02 03:44:36 main:574] : INFO : Epoch 1828 | loss: 0.0311776 | val_loss: 0.031195 | Time: 1622 ms [2021-10-02 03:44:38 main:574] : INFO : Epoch 1829 | loss: 0.0311808 | val_loss: 0.0312045 | Time: 1619.66 ms [2021-10-02 03:44:40 main:574] : INFO : Epoch 1830 | loss: 0.0311811 | val_loss: 0.0311946 | Time: 1616.66 ms [2021-10-02 03:44:41 main:574] : INFO : Epoch 1831 | loss: 0.0311895 | val_loss: 0.0312046 | Time: 1618.5 ms [2021-10-02 03:44:43 main:574] : INFO : Epoch 1832 | loss: 0.0311912 | val_loss: 0.0312024 | Time: 1624.54 ms [2021-10-02 03:44:45 main:574] : INFO : Epoch 1833 | loss: 0.0311844 | val_loss: 0.031195 | Time: 1621.01 ms [2021-10-02 03:44:46 main:574] : INFO : Epoch 1834 | loss: 0.0311851 | val_loss: 0.0311962 | Time: 1618.75 ms [2021-10-02 03:44:48 main:574] : INFO : Epoch 1835 | loss: 0.0311854 | val_loss: 0.0311938 | Time: 1618.03 ms [2021-10-02 03:44:49 main:574] : INFO : Epoch 1836 | loss: 0.0311825 | val_loss: 0.0311931 | Time: 1617.79 ms [2021-10-02 03:44:51 main:574] : INFO : Epoch 1837 | loss: 0.0311817 | val_loss: 0.0311931 | Time: 1612.38 ms [2021-10-02 03:44:53 main:574] : INFO : Epoch 1838 | loss: 0.0311815 | val_loss: 0.0311968 | Time: 1607.8 ms [2021-10-02 03:44:54 main:574] : INFO : Epoch 1839 | loss: 0.0311853 | val_loss: 0.0311957 | Time: 1626.15 ms [2021-10-02 03:44:56 main:574] : INFO : Epoch 1840 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 1616.39 ms [2021-10-02 03:44:57 main:574] : INFO : Epoch 1841 | loss: 0.0311819 | val_loss: 0.0311934 | Time: 1616.56 ms [2021-10-02 03:44:59 main:574] : INFO : Epoch 1842 | loss: 0.0311802 | val_loss: 0.0311912 | Time: 1617.35 ms [2021-10-02 03:45:01 main:574] : INFO : Epoch 1843 | loss: 0.0311793 | val_loss: 0.0311908 | Time: 1619.96 ms [2021-10-02 03:45:02 main:574] : INFO : Epoch 1844 | loss: 0.0311818 | val_loss: 0.031193 | Time: 1616.37 ms [2021-10-02 03:45:04 main:574] : INFO : Epoch 1845 | loss: 0.031182 | val_loss: 0.0311954 | Time: 1619.46 ms [2021-10-02 03:45:06 main:574] : INFO : Epoch 1846 | loss: 0.031182 | val_loss: 0.0311919 | Time: 1625.75 ms [2021-10-02 03:45:07 main:574] : INFO : Epoch 1847 | loss: 0.0311787 | val_loss: 0.031192 | Time: 1619.59 ms [2021-10-02 03:45:09 main:574] : INFO : Epoch 1848 | loss: 0.0311785 | val_loss: 0.031195 | Time: 1623.01 ms [2021-10-02 03:45:11 main:574] : INFO : Epoch 1849 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 1620.44 ms [2021-10-02 03:45:12 main:574] : INFO : Epoch 1850 | loss: 0.0311825 | val_loss: 0.0311927 | Time: 1618.24 ms [2021-10-02 03:45:14 main:574] : INFO : Epoch 1851 | loss: 0.0311849 | val_loss: 0.0312002 | Time: 1607.13 ms [2021-10-02 03:45:15 main:574] : INFO : Epoch 1852 | loss: 0.0311859 | val_loss: 0.0311933 | Time: 1615.72 ms [2021-10-02 03:45:17 main:574] : INFO : Epoch 1853 | loss: 0.0311838 | val_loss: 0.0311951 | Time: 1617.48 ms [2021-10-02 03:45:19 main:574] : INFO : Epoch 1854 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 1615.11 ms [2021-10-02 03:45:20 main:574] : INFO : Epoch 1855 | loss: 0.0311832 | val_loss: 0.0311917 | Time: 1613.53 ms [2021-10-02 03:45:22 main:574] : INFO : Epoch 1856 | loss: 0.0311844 | val_loss: 0.0311931 | Time: 1614.88 ms [2021-10-02 03:45:23 main:574] : INFO : Epoch 1857 | loss: 0.0311861 | val_loss: 0.0312075 | Time: 1624.94 ms [2021-10-02 03:45:25 main:574] : INFO : Epoch 1858 | loss: 0.0311889 | val_loss: 0.0311941 | Time: 1614.11 ms [2021-10-02 03:45:27 main:574] : INFO : Epoch 1859 | loss: 0.0311851 | val_loss: 0.0311948 | Time: 1614.2 ms [2021-10-02 03:45:28 main:574] : INFO : Epoch 1860 | loss: 0.0311836 | val_loss: 0.0311946 | Time: 1620.16 ms [2021-10-02 03:45:30 main:574] : INFO : Epoch 1861 | loss: 0.0311823 | val_loss: 0.0311942 | Time: 1614.51 ms [2021-10-02 03:45:32 main:574] : INFO : Epoch 1862 | loss: 0.0311887 | val_loss: 0.0312008 | Time: 1606.11 ms [2021-10-02 03:45:33 main:574] : INFO : Epoch 1863 | loss: 0.0311889 | val_loss: 0.0311975 | Time: 1621.59 ms [2021-10-02 03:45:35 main:574] : INFO : Epoch 1864 | loss: 0.0311829 | val_loss: 0.0311957 | Time: 1616.78 ms [2021-10-02 03:45:36 main:574] : INFO : Epoch 1865 | loss: 0.0311836 | val_loss: 0.0311928 | Time: 1613.34 ms [2021-10-02 03:45:38 main:574] : INFO : Epoch 1866 | loss: 0.0311809 | val_loss: 0.0311943 | Time: 1612.67 ms [2021-10-02 03:45:40 main:574] : INFO : Epoch 1867 | loss: 0.0311813 | val_loss: 0.0311958 | Time: 1616.7 ms [2021-10-02 03:45:41 main:574] : INFO : Epoch 1868 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 1615.65 ms [2021-10-02 03:45:43 main:574] : INFO : Epoch 1869 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1621.84 ms [2021-10-02 03:45:45 main:574] : INFO : Epoch 1870 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 1611.24 ms [2021-10-02 03:45:46 main:574] : INFO : Epoch 1871 | loss: 0.0311863 | val_loss: 0.031191 | Time: 1614.41 ms [2021-10-02 03:45:48 main:574] : INFO : Epoch 1872 | loss: 0.031186 | val_loss: 0.0311892 | Time: 1614.45 ms [2021-10-02 03:45:49 main:574] : INFO : Epoch 1873 | loss: 0.031185 | val_loss: 0.0311877 | Time: 1628.49 ms [2021-10-02 03:45:51 main:574] : INFO : Epoch 1874 | loss: 0.0311844 | val_loss: 0.0311896 | Time: 1615.77 ms [2021-10-02 03:45:53 main:574] : INFO : Epoch 1875 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 1614 ms [2021-10-02 03:45:54 main:574] : INFO : Epoch 1876 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 1617.9 ms [2021-10-02 03:45:56 main:574] : INFO : Epoch 1877 | loss: 0.0311874 | val_loss: 0.031196 | Time: 1614.41 ms [2021-10-02 03:45:58 main:574] : INFO : Epoch 1878 | loss: 0.0311899 | val_loss: 0.0311886 | Time: 1614.75 ms [2021-10-02 03:45:59 main:574] : INFO : Epoch 1879 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 1618.06 ms [2021-10-02 03:46:01 main:574] : INFO : Epoch 1880 | loss: 0.031183 | val_loss: 0.0311871 | Time: 1615.91 ms [2021-10-02 03:46:02 main:574] : INFO : Epoch 1881 | loss: 0.0311827 | val_loss: 0.031196 | Time: 1611.51 ms [2021-10-02 03:46:04 main:574] : INFO : Epoch 1882 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 1616.68 ms [2021-10-02 03:46:06 main:574] : INFO : Epoch 1883 | loss: 0.03119 | val_loss: 0.0311899 | Time: 1624.94 ms [2021-10-02 03:46:07 main:574] : INFO : Epoch 1884 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 1617.26 ms [2021-10-02 03:46:09 main:574] : INFO : Epoch 1885 | loss: 0.0311855 | val_loss: 0.0311878 | Time: 1615.17 ms [2021-10-02 03:46:11 main:574] : INFO : Epoch 1886 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 1616.06 ms [2021-10-02 03:46:12 main:574] : INFO : Epoch 1887 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 1611.6 ms [2021-10-02 03:46:14 main:574] : INFO : Epoch 1888 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1625.28 ms [2021-10-02 03:46:15 main:574] : INFO : Epoch 1889 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 1618.98 ms [2021-10-02 03:46:17 main:574] : INFO : Epoch 1890 | loss: 0.031183 | val_loss: 0.0311869 | Time: 1622.42 ms [2021-10-02 03:46:19 main:574] : INFO : Epoch 1891 | loss: 0.0311838 | val_loss: 0.0311862 | Time: 1621.68 ms [2021-10-02 03:46:20 main:574] : INFO : Epoch 1892 | loss: 0.0311836 | val_loss: 0.0311924 | Time: 1616.17 ms [2021-10-02 03:46:22 main:574] : INFO : Epoch 1893 | loss: 0.031184 | val_loss: 0.0312048 | Time: 1618.98 ms [2021-10-02 03:46:24 main:574] : INFO : Epoch 1894 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 1626.68 ms [2021-10-02 03:46:25 main:574] : INFO : Epoch 1895 | loss: 0.0311807 | val_loss: 0.0311917 | Time: 1621.83 ms [2021-10-02 03:46:27 main:574] : INFO : Epoch 1896 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 1612.92 ms [2021-10-02 03:46:28 main:574] : INFO : Epoch 1897 | loss: 0.0311803 | val_loss: 0.0311873 | Time: 1620.53 ms [2021-10-02 03:46:30 main:574] : INFO : Epoch 1898 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 1621.19 ms [2021-10-02 03:46:32 main:574] : INFO : Epoch 1899 | loss: 0.0311812 | val_loss: 0.031189 | Time: 1614.71 ms [2021-10-02 03:46:33 main:574] : INFO : Epoch 1900 | loss: 0.0311807 | val_loss: 0.0311893 | Time: 1626.93 ms [2021-10-02 03:46:35 main:574] : INFO : Epoch 1901 | loss: 0.031182 | val_loss: 0.0311884 | Time: 1622.65 ms [2021-10-02 03:46:37 main:574] : INFO : Epoch 1902 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 1618.34 ms [2021-10-02 03:46:38 main:574] : INFO : Epoch 1903 | loss: 0.0311811 | val_loss: 0.031187 | Time: 1615.08 ms [2021-10-02 03:46:40 main:574] : INFO : Epoch 1904 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 1614.99 ms [2021-10-02 03:46:41 main:574] : INFO : Epoch 1905 | loss: 0.0311832 | val_loss: 0.0311918 | Time: 1615.5 ms [2021-10-02 03:46:43 main:574] : INFO : Epoch 1906 | loss: 0.0311814 | val_loss: 0.0311875 | Time: 1616.9 ms [2021-10-02 03:46:45 main:574] : INFO : Epoch 1907 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 1628.26 ms [2021-10-02 03:46:46 main:574] : INFO : Epoch 1908 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 1619.19 ms [2021-10-02 03:46:48 main:574] : INFO : Epoch 1909 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 1618.88 ms [2021-10-02 03:46:50 main:574] : INFO : Epoch 1910 | loss: 0.0311811 | val_loss: 0.0311912 | Time: 1617.55 ms [2021-10-02 03:46:51 main:574] : INFO : Epoch 1911 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 1612.75 ms [2021-10-02 03:46:53 main:574] : INFO : Epoch 1912 | loss: 0.0311808 | val_loss: 0.0311951 | Time: 1617.53 ms [2021-10-02 03:46:54 main:574] : INFO : Epoch 1913 | loss: 0.03118 | val_loss: 0.0312012 | Time: 1615.23 ms [2021-10-02 03:46:56 main:574] : INFO : Epoch 1914 | loss: 0.0311827 | val_loss: 0.031186 | Time: 1619.22 ms [2021-10-02 03:46:58 main:574] : INFO : Epoch 1915 | loss: 0.0311807 | val_loss: 0.0311907 | Time: 1615.7 ms [2021-10-02 03:46:59 main:574] : INFO : Epoch 1916 | loss: 0.0311849 | val_loss: 0.0312002 | Time: 1615.76 ms [2021-10-02 03:47:01 main:574] : INFO : Epoch 1917 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1618.69 ms [2021-10-02 03:47:03 main:574] : INFO : Epoch 1918 | loss: 0.0311791 | val_loss: 0.031188 | Time: 1612.29 ms [2021-10-02 03:47:04 main:574] : INFO : Epoch 1919 | loss: 0.0311815 | val_loss: 0.031189 | Time: 1616.88 ms [2021-10-02 03:47:06 main:574] : INFO : Epoch 1920 | loss: 0.0311805 | val_loss: 0.0311884 | Time: 1613.8 ms [2021-10-02 03:47:07 main:574] : INFO : Epoch 1921 | loss: 0.0311774 | val_loss: 0.0311925 | Time: 1622.67 ms [2021-10-02 03:47:09 main:574] : INFO : Epoch 1922 | loss: 0.0311912 | val_loss: 0.0311904 | Time: 1618.36 ms [2021-10-02 03:47:11 main:574] : INFO : Epoch 1923 | loss: 0.0311821 | val_loss: 0.0311871 | Time: 1626.55 ms [2021-10-02 03:47:12 main:574] : INFO : Epoch 1924 | loss: 0.0311789 | val_loss: 0.0311893 | Time: 1617.86 ms [2021-10-02 03:47:14 main:574] : INFO : Epoch 1925 | loss: 0.0311835 | val_loss: 0.0311898 | Time: 1626.65 ms [2021-10-02 03:47:16 main:574] : INFO : Epoch 1926 | loss: 0.0311823 | val_loss: 0.0311867 | Time: 1616.84 ms [2021-10-02 03:47:17 main:574] : INFO : Epoch 1927 | loss: 0.0311789 | val_loss: 0.0311878 | Time: 1615.76 ms [2021-10-02 03:47:19 main:574] : INFO : Epoch 1928 | loss: 0.0311793 | val_loss: 0.0311872 | Time: 1627.37 ms [2021-10-02 03:47:20 main:574] : INFO : Epoch 1929 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 1612.52 ms [2021-10-02 03:47:22 main:574] : INFO : Epoch 1930 | loss: 0.0311781 | val_loss: 0.0311877 | Time: 1629.09 ms [2021-10-02 03:47:24 main:574] : INFO : Epoch 1931 | loss: 0.0311788 | val_loss: 0.0311964 | Time: 1616.32 ms [2021-10-02 03:47:25 main:574] : INFO : Epoch 1932 | loss: 0.0311821 | val_loss: 0.0311914 | Time: 1618.95 ms [2021-10-02 03:47:27 main:574] : INFO : Epoch 1933 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 1610.02 ms [2021-10-02 03:47:29 main:574] : INFO : Epoch 1934 | loss: 0.031185 | val_loss: 0.0311943 | Time: 1616.4 ms [2021-10-02 03:47:30 main:574] : INFO : Epoch 1935 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 1614.63 ms [2021-10-02 03:47:32 main:574] : INFO : Epoch 1936 | loss: 0.0311835 | val_loss: 0.0311901 | Time: 1620.48 ms [2021-10-02 03:47:33 main:574] : INFO : Epoch 1937 | loss: 0.0311835 | val_loss: 0.0311883 | Time: 1615.79 ms [2021-10-02 03:47:35 main:574] : INFO : Epoch 1938 | loss: 0.0311783 | val_loss: 0.0311889 | Time: 1621.47 ms [2021-10-02 03:47:37 main:574] : INFO : Epoch 1939 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 1620.14 ms [2021-10-02 03:47:38 main:574] : INFO : Epoch 1940 | loss: 0.0311808 | val_loss: 0.0311925 | Time: 1620.5 ms [2021-10-02 03:47:40 main:574] : INFO : Epoch 1941 | loss: 0.031184 | val_loss: 0.0311894 | Time: 1616.82 ms [2021-10-02 03:47:41 main:574] : INFO : Epoch 1942 | loss: 0.0311795 | val_loss: 0.0311886 | Time: 1617.64 ms [2021-10-02 03:47:43 main:574] : INFO : Epoch 1943 | loss: 0.0311804 | val_loss: 0.0311873 | Time: 1622.26 ms [2021-10-02 03:47:45 main:574] : INFO : Epoch 1944 | loss: 0.0311789 | val_loss: 0.0311857 | Time: 1612.65 ms [2021-10-02 03:47:46 main:574] : INFO : Epoch 1945 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1617.18 ms [2021-10-02 03:47:48 main:574] : INFO : Epoch 1946 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 1614.5 ms [2021-10-02 03:47:50 main:574] : INFO : Epoch 1947 | loss: 0.031182 | val_loss: 0.0311857 | Time: 1630.19 ms [2021-10-02 03:47:51 main:574] : INFO : Epoch 1948 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 1646.32 ms [2021-10-02 03:47:53 main:574] : INFO : Epoch 1949 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 1854.93 ms [2021-10-02 03:47:55 main:574] : INFO : Epoch 1950 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 1648.1 ms [2021-10-02 03:47:56 main:574] : INFO : Epoch 1951 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 1613.36 ms [2021-10-02 03:47:58 main:574] : INFO : Epoch 1952 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 1621.29 ms [2021-10-02 03:48:00 main:574] : INFO : Epoch 1953 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 1615.24 ms [2021-10-02 03:48:01 main:574] : INFO : Epoch 1954 | loss: 0.0311802 | val_loss: 0.0311887 | Time: 1617.27 ms [2021-10-02 03:48:03 main:574] : INFO : Epoch 1955 | loss: 0.0311798 | val_loss: 0.0311842 | Time: 1622.87 ms [2021-10-02 03:48:05 main:574] : INFO : Epoch 1956 | loss: 0.0311795 | val_loss: 0.0311906 | Time: 1613.69 ms [2021-10-02 03:48:06 main:574] : INFO : Epoch 1957 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 1608.5 ms [2021-10-02 03:48:08 main:574] : INFO : Epoch 1958 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 1612.08 ms [2021-10-02 03:48:09 main:574] : INFO : Epoch 1959 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 1620.29 ms [2021-10-02 03:48:11 main:574] : INFO : Epoch 1960 | loss: 0.0311771 | val_loss: 0.0311894 | Time: 1614.36 ms [2021-10-02 03:48:13 main:574] : INFO : Epoch 1961 | loss: 0.0311769 | val_loss: 0.0311903 | Time: 1615.67 ms [2021-10-02 03:48:14 main:574] : INFO : Epoch 1962 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 1619.19 ms [2021-10-02 03:48:16 main:574] : INFO : Epoch 1963 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 1620.32 ms [2021-10-02 03:48:18 main:574] : INFO : Epoch 1964 | loss: 0.0311749 | val_loss: 0.0311896 | Time: 1611.67 ms [2021-10-02 03:48:19 main:574] : INFO : Epoch 1965 | loss: 0.0311761 | val_loss: 0.0311861 | Time: 1634.02 ms [2021-10-02 03:48:21 main:574] : INFO : Epoch 1966 | loss: 0.031177 | val_loss: 0.031184 | Time: 1612.84 ms [2021-10-02 03:48:22 main:574] : INFO : Epoch 1967 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1619.74 ms [2021-10-02 03:48:24 main:574] : INFO : Epoch 1968 | loss: 0.0311781 | val_loss: 0.0311971 | Time: 1616.94 ms [2021-10-02 03:48:26 main:574] : INFO : Epoch 1969 | loss: 0.0311802 | val_loss: 0.0311933 | Time: 1613.69 ms [2021-10-02 03:48:27 main:574] : INFO : Epoch 1970 | loss: 0.0311763 | val_loss: 0.0311894 | Time: 1614.19 ms [2021-10-02 03:48:29 main:574] : INFO : Epoch 1971 | loss: 0.031177 | val_loss: 0.0311857 | Time: 1628.82 ms [2021-10-02 03:48:31 main:574] : INFO : Epoch 1972 | loss: 0.0311759 | val_loss: 0.0311937 | Time: 1619.95 ms [2021-10-02 03:48:32 main:574] : INFO : Epoch 1973 | loss: 0.031177 | val_loss: 0.0311853 | Time: 1621.35 ms [2021-10-02 03:48:34 main:574] : INFO : Epoch 1974 | loss: 0.0311737 | val_loss: 0.0311851 | Time: 1612.81 ms [2021-10-02 03:48:35 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311861 | Time: 1617.89 ms [2021-10-02 03:48:37 main:574] : INFO : Epoch 1976 | loss: 0.031176 | val_loss: 0.0311849 | Time: 1613.63 ms [2021-10-02 03:48:39 main:574] : INFO : Epoch 1977 | loss: 0.0311792 | val_loss: 0.0311946 | Time: 1618.82 ms [2021-10-02 03:48:40 main:574] : INFO : Epoch 1978 | loss: 0.0311789 | val_loss: 0.0311902 | Time: 1613.9 ms [2021-10-02 03:48:42 main:574] : INFO : Epoch 1979 | loss: 0.0311784 | val_loss: 0.0311902 | Time: 1624.09 ms [2021-10-02 03:48:44 main:574] : INFO : Epoch 1980 | loss: 0.0311755 | val_loss: 0.0311857 | Time: 1617.44 ms [2021-10-02 03:48:45 main:574] : INFO : Epoch 1981 | loss: 0.0311763 | val_loss: 0.0311852 | Time: 1617.71 ms [2021-10-02 03:48:47 main:574] : INFO : Epoch 1982 | loss: 0.0311801 | val_loss: 0.0311886 | Time: 1627.29 ms [2021-10-02 03:48:48 main:574] : INFO : Epoch 1983 | loss: 0.0311789 | val_loss: 0.0311881 | Time: 1611.78 ms [2021-10-02 03:48:50 main:574] : INFO : Epoch 1984 | loss: 0.0311771 | val_loss: 0.0311882 | Time: 1618.82 ms [2021-10-02 03:48:52 main:574] : INFO : Epoch 1985 | loss: 0.0311806 | val_loss: 0.0311927 | Time: 1615.1 ms [2021-10-02 03:48:53 main:574] : INFO : Epoch 1986 | loss: 0.0311837 | val_loss: 0.0311932 | Time: 1614.27 ms [2021-10-02 03:48:55 main:574] : INFO : Epoch 1987 | loss: 0.0311833 | val_loss: 0.0312067 | Time: 1622.59 ms [2021-10-02 03:48:57 main:574] : INFO : Epoch 1988 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 1622.92 ms [2021-10-02 03:48:58 main:574] : INFO : Epoch 1989 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 1760.63 ms [2021-10-02 03:49:00 main:574] : INFO : Epoch 1990 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 1623.45 ms [2021-10-02 03:49:02 main:574] : INFO : Epoch 1991 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 2393.99 ms [2021-10-02 03:49:04 main:574] : INFO : Epoch 1992 | loss: 0.0311771 | val_loss: 0.0311875 | Time: 1616.2 ms [2021-10-02 03:49:06 main:574] : INFO : Epoch 1993 | loss: 0.0311746 | val_loss: 0.03119 | Time: 1614.48 ms [2021-10-02 03:49:07 main:574] : INFO : Epoch 1994 | loss: 0.0311804 | val_loss: 0.0311904 | Time: 1619.4 ms [2021-10-02 03:49:09 main:574] : INFO : Epoch 1995 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 1616.12 ms [2021-10-02 03:49:10 main:574] : INFO : Epoch 1996 | loss: 0.0311732 | val_loss: 0.03119 | Time: 1614.7 ms [2021-10-02 03:49:12 main:574] : INFO : Epoch 1997 | loss: 0.0311735 | val_loss: 0.0311855 | Time: 1619.57 ms [2021-10-02 03:49:14 main:574] : INFO : Epoch 1998 | loss: 0.031173 | val_loss: 0.0311869 | Time: 1617.5 ms [2021-10-02 03:49:15 main:574] : INFO : Epoch 1999 | loss: 0.031176 | val_loss: 0.0311947 | Time: 1614.19 ms [2021-10-02 03:49:17 main:574] : INFO : Epoch 2000 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 1620.69 ms [2021-10-02 03:49:19 main:574] : INFO : Epoch 2001 | loss: 0.0311718 | val_loss: 0.0311888 | Time: 1631.38 ms [2021-10-02 03:49:20 main:574] : INFO : Epoch 2002 | loss: 0.0311737 | val_loss: 0.0311968 | Time: 1613.58 ms [2021-10-02 03:49:22 main:574] : INFO : Epoch 2003 | loss: 0.0311722 | val_loss: 0.0311847 | Time: 1621.26 ms [2021-10-02 03:49:23 main:574] : INFO : Epoch 2004 | loss: 0.0311732 | val_loss: 0.0311888 | Time: 1619.38 ms [2021-10-02 03:49:25 main:574] : INFO : Epoch 2005 | loss: 0.0311726 | val_loss: 0.0311897 | Time: 1617.29 ms [2021-10-02 03:49:27 main:574] : INFO : Epoch 2006 | loss: 0.0311745 | val_loss: 0.0311874 | Time: 1618.8 ms [2021-10-02 03:49:28 main:574] : INFO : Epoch 2007 | loss: 0.0311727 | val_loss: 0.0312015 | Time: 1619.3 ms [2021-10-02 03:49:30 main:574] : INFO : Epoch 2008 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 1625.32 ms [2021-10-02 03:49:32 main:574] : INFO : Epoch 2009 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 1611.68 ms [2021-10-02 03:49:33 main:574] : INFO : Epoch 2010 | loss: 0.0311742 | val_loss: 0.0311942 | Time: 1616.48 ms [2021-10-02 03:49:35 main:574] : INFO : Epoch 2011 | loss: 0.0311764 | val_loss: 0.0311897 | Time: 1613.8 ms [2021-10-02 03:49:36 main:574] : INFO : Epoch 2012 | loss: 0.0311752 | val_loss: 0.0311895 | Time: 1617.61 ms [2021-10-02 03:49:38 main:574] : INFO : Epoch 2013 | loss: 0.031177 | val_loss: 0.0311863 | Time: 1617.32 ms [2021-10-02 03:49:40 main:574] : INFO : Epoch 2014 | loss: 0.0311723 | val_loss: 0.0311876 | Time: 1626.37 ms [2021-10-02 03:49:41 main:574] : INFO : Epoch 2015 | loss: 0.0311773 | val_loss: 0.0311902 | Time: 1613.04 ms [2021-10-02 03:49:43 main:574] : INFO : Epoch 2016 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 1618.45 ms [2021-10-02 03:49:45 main:574] : INFO : Epoch 2017 | loss: 0.0311778 | val_loss: 0.0311892 | Time: 1619.38 ms [2021-10-02 03:49:46 main:574] : INFO : Epoch 2018 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 1618.67 ms [2021-10-02 03:49:48 main:574] : INFO : Epoch 2019 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 1618.64 ms [2021-10-02 03:49:49 main:574] : INFO : Epoch 2020 | loss: 0.0311771 | val_loss: 0.0311881 | Time: 1614.35 ms [2021-10-02 03:49:51 main:574] : INFO : Epoch 2021 | loss: 0.0311731 | val_loss: 0.0311863 | Time: 1615.56 ms [2021-10-02 03:49:53 main:574] : INFO : Epoch 2022 | loss: 0.0311737 | val_loss: 0.0311873 | Time: 1612.92 ms [2021-10-02 03:49:54 main:574] : INFO : Epoch 2023 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 1613.63 ms [2021-10-02 03:49:56 main:574] : INFO : Epoch 2024 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 1620.5 ms [2021-10-02 03:49:58 main:574] : INFO : Epoch 2025 | loss: 0.0311761 | val_loss: 0.0311896 | Time: 1614.97 ms [2021-10-02 03:49:59 main:574] : INFO : Epoch 2026 | loss: 0.0311716 | val_loss: 0.0311907 | Time: 1621.18 ms [2021-10-02 03:50:01 main:574] : INFO : Epoch 2027 | loss: 0.0311719 | val_loss: 0.0311882 | Time: 1618.31 ms [2021-10-02 03:50:02 main:574] : INFO : Epoch 2028 | loss: 0.0311727 | val_loss: 0.0311856 | Time: 1620.46 ms [2021-10-02 03:50:04 main:574] : INFO : Epoch 2029 | loss: 0.0311717 | val_loss: 0.031187 | Time: 1620.92 ms [2021-10-02 03:50:06 main:574] : INFO : Epoch 2030 | loss: 0.0311712 | val_loss: 0.0311888 | Time: 1614.45 ms [2021-10-02 03:50:07 main:574] : INFO : Epoch 2031 | loss: 0.0311747 | val_loss: 0.0311964 | Time: 1616.13 ms [2021-10-02 03:50:09 main:574] : INFO : Epoch 2032 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 1615.53 ms [2021-10-02 03:50:10 main:574] : INFO : Epoch 2033 | loss: 0.0311703 | val_loss: 0.0311851 | Time: 1617.96 ms [2021-10-02 03:50:12 main:574] : INFO : Epoch 2034 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 1615.75 ms [2021-10-02 03:50:14 main:574] : INFO : Epoch 2035 | loss: 0.0311726 | val_loss: 0.0311875 | Time: 1618.86 ms [2021-10-02 03:50:15 main:574] : INFO : Epoch 2036 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 1620.02 ms [2021-10-02 03:50:17 main:574] : INFO : Epoch 2037 | loss: 0.0311737 | val_loss: 0.0311915 | Time: 1622.46 ms [2021-10-02 03:50:19 main:574] : INFO : Epoch 2038 | loss: 0.0311764 | val_loss: 0.0311932 | Time: 1627.32 ms [2021-10-02 03:50:20 main:574] : INFO : Epoch 2039 | loss: 0.0311751 | val_loss: 0.0311827 | Time: 1613.62 ms [2021-10-02 03:50:22 main:574] : INFO : Epoch 2040 | loss: 0.0311907 | val_loss: 0.0311926 | Time: 1616.07 ms [2021-10-02 03:50:23 main:574] : INFO : Epoch 2041 | loss: 0.0311762 | val_loss: 0.0311889 | Time: 1619.58 ms [2021-10-02 03:50:25 main:574] : INFO : Epoch 2042 | loss: 0.0311709 | val_loss: 0.0311866 | Time: 1624.92 ms [2021-10-02 03:50:27 main:574] : INFO : Epoch 2043 | loss: 0.0311717 | val_loss: 0.0311988 | Time: 1615.54 ms [2021-10-02 03:50:28 main:574] : INFO : Epoch 2044 | loss: 0.0311736 | val_loss: 0.0311895 | Time: 1626.04 ms [2021-10-02 03:50:30 main:574] : INFO : Epoch 2045 | loss: 0.0311729 | val_loss: 0.0311845 | Time: 1611.63 ms [2021-10-02 03:50:32 main:574] : INFO : Epoch 2046 | loss: 0.0311696 | val_loss: 0.0311873 | Time: 1608.96 ms [2021-10-02 03:50:33 main:574] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311868 | Time: 1616.39 ms [2021-10-02 03:50:35 main:574] : INFO : Epoch 2048 | loss: 0.0311709 | val_loss: 0.0311863 | Time: 1613.83 ms [2021-10-02 03:50:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311863 [2021-10-02 03:50:35 main:603] : INFO : Saving end state to config to file [2021-10-02 03:50:35 main:608] : INFO : Success, exiting.. 03:50:35 (15880): 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)