Task 7617228
| Name | ParityModified-1631728386-7969-3_0 |
| Workunit | 5271330 |
| Created | 27 Sep 2021, 0:14:59 UTC |
| Sent | 30 Sep 2021, 3:51:31 UTC |
| Report deadline | 7 Oct 2021, 3:51:31 UTC |
| Received | 30 Sep 2021, 17:25:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 55 min 33 sec |
| CPU time | 55 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 6 main:581] : INFO : Epoch 1538 | loss: 0.0310872 | val_loss: 0.0310999 | Time: 1609.69 ms [2021-09-30 13:05:48 main:581] : INFO : Epoch 1539 | loss: 0.0310847 | val_loss: 0.0311078 | Time: 1633.14 ms [2021-09-30 13:05:49 main:581] : INFO : Epoch 1540 | loss: 0.0310895 | val_loss: 0.031108 | Time: 1589.16 ms [2021-09-30 13:05:51 main:581] : INFO : Epoch 1541 | loss: 0.0310963 | val_loss: 0.031108 | Time: 1642.77 ms [2021-09-30 13:05:52 main:581] : INFO : Epoch 1542 | loss: 0.0310945 | val_loss: 0.0311031 | Time: 1645.68 ms [2021-09-30 13:05:54 main:581] : INFO : Epoch 1543 | loss: 0.0310895 | val_loss: 0.0311001 | Time: 1587.29 ms [2021-09-30 13:05:56 main:581] : INFO : Epoch 1544 | loss: 0.031089 | val_loss: 0.0311126 | Time: 1596.52 ms [2021-09-30 13:05:57 main:581] : INFO : Epoch 1545 | loss: 0.0310886 | val_loss: 0.0311061 | Time: 1573.09 ms [2021-09-30 13:05:59 main:581] : INFO : Epoch 1546 | loss: 0.0310942 | val_loss: 0.0311032 | Time: 1580.76 ms [2021-09-30 13:06:00 main:581] : INFO : Epoch 1547 | loss: 0.0310899 | val_loss: 0.0311087 | Time: 1587.53 ms [2021-09-30 13:06:02 main:581] : INFO : Epoch 1548 | loss: 0.0310887 | val_loss: 0.0311048 | Time: 1582.58 ms [2021-09-30 13:06:04 main:581] : INFO : Epoch 1549 | loss: 0.031087 | val_loss: 0.0311058 | Time: 1578.41 ms [2021-09-30 13:06:05 main:581] : INFO : Epoch 1550 | loss: 0.0310894 | val_loss: 0.0311122 | Time: 1582.79 ms [2021-09-30 13:06:07 main:581] : INFO : Epoch 1551 | loss: 0.0310874 | val_loss: 0.0311032 | Time: 1624.08 ms [2021-09-30 13:06:08 main:581] : INFO : Epoch 1552 | loss: 0.0310851 | val_loss: 0.0311006 | Time: 1600.39 ms [2021-09-30 13:06:10 main:581] : INFO : Epoch 1553 | loss: 0.0310807 | val_loss: 0.0311014 | Time: 1595.36 ms [2021-09-30 13:06:12 main:581] : INFO : Epoch 1554 | loss: 0.0310856 | val_loss: 0.0311038 | Time: 1611.87 ms [2021-09-30 13:06:13 main:581] : INFO : Epoch 1555 | loss: 0.0310857 | val_loss: 0.031111 | Time: 1598.14 ms [2021-09-30 13:06:15 main:581] : INFO : Epoch 1556 | loss: 0.0310916 | val_loss: 0.0311079 | Time: 1603.08 ms [2021-09-30 13:06:16 main:581] : INFO : Epoch 1557 | loss: 0.0310892 | val_loss: 0.0311178 | Time: 1615.49 ms [2021-09-30 13:06:18 main:581] : INFO : Epoch 1558 | loss: 0.0310977 | val_loss: 0.0311168 | Time: 1590.2 ms [2021-09-30 13:06:20 main:581] : INFO : Epoch 1559 | loss: 0.0310998 | val_loss: 0.0311102 | Time: 1601.19 ms [2021-09-30 13:06:21 main:581] : INFO : Epoch 1560 | loss: 0.0310931 | val_loss: 0.0311171 | Time: 1630.24 ms [2021-09-30 13:06:23 main:581] : INFO : Epoch 1561 | loss: 0.0310923 | val_loss: 0.0311057 | Time: 1611.51 ms [2021-09-30 13:06:24 main:581] : INFO : Epoch 1562 | loss: 0.0310924 | val_loss: 0.0311119 | Time: 1599.42 ms [2021-09-30 13:06:26 main:581] : INFO : Epoch 1563 | loss: 0.0310943 | val_loss: 0.031107 | Time: 1606.34 ms [2021-09-30 13:06:28 main:581] : INFO : Epoch 1564 | loss: 0.0310866 | val_loss: 0.0311058 | Time: 1646.8 ms [2021-09-30 13:06:29 main:581] : INFO : Epoch 1565 | loss: 0.0310843 | val_loss: 0.0311093 | Time: 1630.39 ms [2021-09-30 13:06:31 main:581] : INFO : Epoch 1566 | loss: 0.0310883 | val_loss: 0.0311068 | Time: 1608.74 ms [2021-09-30 13:06:33 main:581] : INFO : Epoch 1567 | loss: 0.0310841 | val_loss: 0.0311129 | Time: 1643.88 ms [2021-09-30 13:06:34 main:581] : INFO : Epoch 1568 | loss: 0.0310885 | val_loss: 0.0311085 | Time: 1657.28 ms [2021-09-30 13:06:36 main:581] : INFO : Epoch 1569 | loss: 0.0310846 | val_loss: 0.031109 | Time: 1623.55 ms [2021-09-30 13:06:37 main:581] : INFO : Epoch 1570 | loss: 0.0310831 | val_loss: 0.0311007 | Time: 1625.42 ms [2021-09-30 13:06:39 main:581] : INFO : Epoch 1571 | loss: 0.0310841 | val_loss: 0.0311025 | Time: 1613.73 ms [2021-09-30 13:06:41 main:581] : INFO : Epoch 1572 | loss: 0.0310814 | val_loss: 0.0311033 | Time: 1596.91 ms [2021-09-30 13:06:42 main:581] : INFO : Epoch 1573 | loss: 0.0310782 | val_loss: 0.0310996 | Time: 1596.75 ms [2021-09-30 13:06:44 main:581] : INFO : Epoch 1574 | loss: 0.0310812 | val_loss: 0.0310987 | Time: 1606.13 ms [2021-09-30 13:06:46 main:581] : INFO : Epoch 1575 | loss: 0.0310852 | val_loss: 0.031111 | Time: 1638.74 ms [2021-09-30 13:06:47 main:581] : INFO : Epoch 1576 | loss: 0.0310842 | val_loss: 0.0310999 | Time: 1607.72 ms [2021-09-30 13:06:49 main:581] : INFO : Epoch 1577 | loss: 0.0310867 | val_loss: 0.0310996 | Time: 1617.34 ms [2021-09-30 13:06:50 main:581] : INFO : Epoch 1578 | loss: 0.0310859 | val_loss: 0.0311009 | Time: 1599.13 ms [2021-09-30 13:06:52 main:581] : INFO : Epoch 1579 | loss: 0.0310866 | val_loss: 0.0311025 | Time: 1611.43 ms [2021-09-30 13:06:54 main:581] : INFO : Epoch 1580 | loss: 0.0310914 | val_loss: 0.0311106 | Time: 1604 ms [2021-09-30 13:06:55 main:581] : INFO : Epoch 1581 | loss: 0.0310862 | val_loss: 0.0311069 | Time: 1595.22 ms [2021-09-30 13:06:57 main:581] : INFO : Epoch 1582 | loss: 0.0310944 | val_loss: 0.0311032 | Time: 1656.42 ms [2021-09-30 13:06:58 main:581] : INFO : Epoch 1583 | loss: 0.0310871 | val_loss: 0.0311043 | Time: 1632.78 ms [2021-09-30 13:07:00 main:581] : INFO : Epoch 1584 | loss: 0.0310825 | val_loss: 0.0311046 | Time: 1611.69 ms [2021-09-30 13:07:02 main:581] : INFO : Epoch 1585 | loss: 0.0310854 | val_loss: 0.031108 | Time: 1629.9 ms [2021-09-30 13:07:03 main:581] : INFO : Epoch 1586 | loss: 0.0310823 | val_loss: 0.0311063 | Time: 1601.8 ms [2021-09-30 13:07:05 main:581] : INFO : Epoch 1587 | loss: 0.0310807 | val_loss: 0.0311132 | Time: 1617.03 ms [2021-09-30 13:07:07 main:581] : INFO : Epoch 1588 | loss: 0.0310802 | val_loss: 0.0310994 | Time: 1637.38 ms [2021-09-30 13:07:08 main:581] : INFO : Epoch 1589 | loss: 0.0310798 | val_loss: 0.0311 | Time: 1620.57 ms [2021-09-30 13:07:10 main:581] : INFO : Epoch 1590 | loss: 0.0310852 | val_loss: 0.0311037 | Time: 1622.93 ms [2021-09-30 13:07:11 main:581] : INFO : Epoch 1591 | loss: 0.0310807 | val_loss: 0.0311075 | Time: 1612.2 ms [2021-09-30 13:07:13 main:581] : INFO : Epoch 1592 | loss: 0.0310806 | val_loss: 0.0311023 | Time: 1635.55 ms [2021-09-30 13:07:15 main:581] : INFO : Epoch 1593 | loss: 0.0310734 | val_loss: 0.031116 | Time: 1591.49 ms [2021-09-30 13:07:16 main:581] : INFO : Epoch 1594 | loss: 0.031079 | val_loss: 0.0310981 | Time: 1616.03 ms [2021-09-30 13:07:18 main:581] : INFO : Epoch 1595 | loss: 0.0310787 | val_loss: 0.0310994 | Time: 1615.15 ms [2021-09-30 13:07:19 main:581] : INFO : Epoch 1596 | loss: 0.0310744 | val_loss: 0.0311051 | Time: 1614.78 ms [2021-09-30 13:07:21 main:581] : INFO : Epoch 1597 | loss: 0.0310884 | val_loss: 0.0311102 | Time: 1588.64 ms [2021-09-30 13:07:23 main:581] : INFO : Epoch 1598 | loss: 0.0310868 | val_loss: 0.0311002 | Time: 1630.89 ms [2021-09-30 13:07:24 main:581] : INFO : Epoch 1599 | loss: 0.0310856 | val_loss: 0.0311 | Time: 1607.51 ms [2021-09-30 13:07:26 main:581] : INFO : Epoch 1600 | loss: 0.0310788 | val_loss: 0.0310969 | Time: 1599.18 ms [2021-09-30 13:07:28 main:581] : INFO : Epoch 1601 | loss: 0.0310821 | val_loss: 0.0311069 | Time: 1618.24 ms [2021-09-30 13:07:29 main:581] : INFO : Epoch 1602 | loss: 0.0310892 | val_loss: 0.0311078 | Time: 1655.49 ms [2021-09-30 13:07:31 main:581] : INFO : Epoch 1603 | loss: 0.0310856 | val_loss: 0.0311012 | Time: 1628.31 ms [2021-09-30 13:07:32 main:581] : INFO : Epoch 1604 | loss: 0.0310818 | val_loss: 0.0310991 | Time: 1614.44 ms [2021-09-30 13:07:34 main:581] : INFO : Epoch 1605 | loss: 0.0310804 | val_loss: 0.0310987 | Time: 1612.26 ms [2021-09-30 13:07:36 main:581] : INFO : Epoch 1606 | loss: 0.0310887 | val_loss: 0.0311102 | Time: 1621.38 ms [2021-09-30 13:07:37 main:581] : INFO : Epoch 1607 | loss: 0.0310834 | val_loss: 0.0310952 | Time: 1626.51 ms [2021-09-30 13:07:39 main:581] : INFO : Epoch 1608 | loss: 0.0310792 | val_loss: 0.0311039 | Time: 1616.25 ms [2021-09-30 13:07:41 main:581] : INFO : Epoch 1609 | loss: 0.0310815 | val_loss: 0.0311074 | Time: 1633.95 ms [2021-09-30 13:07:42 main:581] : INFO : Epoch 1610 | loss: 0.0310894 | val_loss: 0.0311033 | Time: 1650.37 ms [2021-09-30 13:07:44 main:581] : INFO : Epoch 1611 | loss: 0.0310827 | val_loss: 0.0311179 | Time: 1619.32 ms [2021-09-30 13:07:45 main:581] : INFO : Epoch 1612 | loss: 0.0310817 | val_loss: 0.031098 | Time: 1648.52 ms [2021-09-30 13:07:47 main:581] : INFO : Epoch 1613 | loss: 0.0310748 | val_loss: 0.0310973 | Time: 1613.41 ms [2021-09-30 13:07:49 main:581] : INFO : Epoch 1614 | loss: 0.0310727 | val_loss: 0.0311036 | Time: 1640.03 ms [2021-09-30 13:07:50 main:581] : INFO : Epoch 1615 | loss: 0.0310837 | val_loss: 0.0311044 | Time: 1604.66 ms [2021-09-30 13:07:52 main:581] : INFO : Epoch 1616 | loss: 0.0310751 | val_loss: 0.031099 | Time: 1626.63 ms [2021-09-30 13:07:54 main:581] : INFO : Epoch 1617 | loss: 0.0310849 | val_loss: 0.0310988 | Time: 1580.76 ms [2021-09-30 13:07:55 main:581] : INFO : Epoch 1618 | loss: 0.0310807 | val_loss: 0.031101 | Time: 1616.44 ms [2021-09-30 13:07:57 main:581] : INFO : Epoch 1619 | loss: 0.0310751 | val_loss: 0.0310978 | Time: 1582.6 ms [2021-09-30 13:07:58 main:581] : INFO : Epoch 1620 | loss: 0.0310764 | val_loss: 0.0310941 | Time: 1649.99 ms [2021-09-30 13:08:00 main:581] : INFO : Epoch 1621 | loss: 0.0310747 | val_loss: 0.031096 | Time: 1634.17 ms [2021-09-30 13:08:02 main:581] : INFO : Epoch 1622 | loss: 0.0310817 | val_loss: 0.0311057 | Time: 1604.04 ms [2021-09-30 13:08:03 main:581] : INFO : Epoch 1623 | loss: 0.0310795 | val_loss: 0.0311014 | Time: 1647.75 ms [2021-09-30 13:08:05 main:581] : INFO : Epoch 1624 | loss: 0.0310753 | val_loss: 0.0311006 | Time: 1637.35 ms [2021-09-30 13:08:07 main:581] : INFO : Epoch 1625 | loss: 0.0310764 | val_loss: 0.0310997 | Time: 1661.39 ms [2021-09-30 13:08:08 main:581] : INFO : Epoch 1626 | loss: 0.0310756 | val_loss: 0.0310981 | Time: 1658.12 ms [2021-09-30 13:08:10 main:581] : INFO : Epoch 1627 | loss: 0.0310824 | val_loss: 0.0310963 | Time: 1656.06 ms [2021-09-30 13:08:12 main:581] : INFO : Epoch 1628 | loss: 0.0310814 | val_loss: 0.031118 | Time: 1641.41 ms [2021-09-30 13:08:13 main:581] : INFO : Epoch 1629 | loss: 0.0310777 | val_loss: 0.0311191 | Time: 1629.06 ms [2021-09-30 13:08:15 main:581] : INFO : Epoch 1630 | loss: 0.0310738 | val_loss: 0.0311055 | Time: 1630.47 ms [2021-09-30 13:08:16 main:581] : INFO : Epoch 1631 | loss: 0.0310716 | val_loss: 0.0311057 | Time: 1624.51 ms [2021-09-30 13:08:18 main:581] : INFO : Epoch 1632 | loss: 0.0310733 | val_loss: 0.0310996 | Time: 1658.51 ms [2021-09-30 13:08:20 main:581] : INFO : Epoch 1633 | loss: 0.0310725 | val_loss: 0.0310944 | Time: 1600.35 ms [2021-09-30 13:08:21 main:581] : INFO : Epoch 1634 | loss: 0.0310753 | val_loss: 0.0310983 | Time: 1636.9 ms [2021-09-30 13:08:23 main:581] : INFO : Epoch 1635 | loss: 0.0310863 | val_loss: 0.0311022 | Time: 1622.34 ms [2021-09-30 13:08:25 main:581] : INFO : Epoch 1636 | loss: 0.0310803 | val_loss: 0.0310954 | Time: 1593.58 ms [2021-09-30 13:08:26 main:581] : INFO : Epoch 1637 | loss: 0.0310771 | val_loss: 0.0311119 | Time: 1651.15 ms [2021-09-30 13:08:28 main:581] : INFO : Epoch 1638 | loss: 0.0310838 | val_loss: 0.0310925 | Time: 1647.02 ms [2021-09-30 13:08:29 main:581] : INFO : Epoch 1639 | loss: 0.0310798 | val_loss: 0.031102 | Time: 1601.11 ms [2021-09-30 13:08:31 main:581] : INFO : Epoch 1640 | loss: 0.0310749 | val_loss: 0.0310959 | Time: 1584.66 ms [2021-09-30 13:08:33 main:581] : INFO : Epoch 1641 | loss: 0.0310723 | val_loss: 0.0310925 | Time: 1618.35 ms [2021-09-30 13:08:34 main:581] : INFO : Epoch 1642 | loss: 0.0310682 | val_loss: 0.0310923 | Time: 1617.26 ms [2021-09-30 13:08:36 main:581] : INFO : Epoch 1643 | loss: 0.0310726 | val_loss: 0.0310886 | Time: 1628.5 ms [2021-09-30 13:08:37 main:581] : INFO : Epoch 1644 | loss: 0.0310751 | val_loss: 0.0311128 | Time: 1599.08 ms [2021-09-30 13:08:39 main:581] : INFO : Epoch 1645 | loss: 0.0310773 | val_loss: 0.031097 | Time: 1626.93 ms [2021-09-30 13:08:41 main:581] : INFO : Epoch 1646 | loss: 0.0310708 | val_loss: 0.0310976 | Time: 1630.56 ms [2021-09-30 13:08:42 main:581] : INFO : Epoch 1647 | loss: 0.0310686 | val_loss: 0.0310899 | Time: 1641.58 ms [2021-09-30 13:08:44 main:581] : INFO : Epoch 1648 | loss: 0.0310677 | val_loss: 0.0310924 | Time: 1625.9 ms [2021-09-30 13:08:46 main:581] : INFO : Epoch 1649 | loss: 0.031067 | val_loss: 0.0310993 | Time: 1628.67 ms [2021-09-30 13:08:47 main:581] : INFO : Epoch 1650 | loss: 0.0310669 | val_loss: 0.0310894 | Time: 1602.81 ms [2021-09-30 13:08:49 main:581] : INFO : Epoch 1651 | loss: 0.0310752 | val_loss: 0.0311249 | Time: 1581.98 ms [2021-09-30 13:08:50 main:581] : INFO : Epoch 1652 | loss: 0.0310869 | val_loss: 0.0311095 | Time: 1620.93 ms [2021-09-30 13:08:52 main:581] : INFO : Epoch 1653 | loss: 0.0310802 | val_loss: 0.0311205 | Time: 1643.98 ms [2021-09-30 13:08:54 main:581] : INFO : Epoch 1654 | loss: 0.0311168 | val_loss: 0.0311209 | Time: 1648.2 ms [2021-09-30 13:08:55 main:581] : INFO : Epoch 1655 | loss: 0.031117 | val_loss: 0.0311107 | Time: 1620.85 ms [2021-09-30 13:08:57 main:581] : INFO : Epoch 1656 | loss: 0.0311061 | val_loss: 0.0311116 | Time: 1616.84 ms [2021-09-30 13:08:59 main:581] : INFO : Epoch 1657 | loss: 0.0310982 | val_loss: 0.0311117 | Time: 1620.61 ms [2021-09-30 13:09:00 main:581] : INFO : Epoch 1658 | loss: 0.0310973 | val_loss: 0.0311041 | Time: 1606.25 ms [2021-09-30 13:09:02 main:581] : INFO : Epoch 1659 | loss: 0.0310928 | val_loss: 0.0311002 | Time: 1602.5 ms [2021-09-30 13:09:03 main:581] : INFO : Epoch 1660 | loss: 0.0310912 | val_loss: 0.031099 | Time: 1608.86 ms [2021-09-30 13:09:05 main:581] : INFO : Epoch 1661 | loss: 0.0310963 | val_loss: 0.0310991 | Time: 1596.19 ms [2021-09-30 13:09:07 main:581] : INFO : Epoch 1662 | loss: 0.0310923 | val_loss: 0.0310966 | Time: 1606.95 ms [2021-09-30 13:09:08 main:581] : INFO : Epoch 1663 | loss: 0.0310879 | val_loss: 0.0311066 | Time: 1605.95 ms [2021-09-30 13:09:10 main:581] : INFO : Epoch 1664 | loss: 0.03109 | val_loss: 0.0310925 | Time: 1639.72 ms [2021-09-30 13:09:11 main:581] : INFO : Epoch 1665 | loss: 0.0310858 | val_loss: 0.0310966 | Time: 1623.61 ms [2021-09-30 13:09:13 main:581] : INFO : Epoch 1666 | loss: 0.0310823 | val_loss: 0.0310943 | Time: 1645.02 ms [2021-09-30 13:09:15 main:581] : INFO : Epoch 1667 | loss: 0.0310869 | val_loss: 0.0310992 | Time: 1627.62 ms [2021-09-30 13:09:16 main:581] : INFO : Epoch 1668 | loss: 0.0310827 | val_loss: 0.031094 | Time: 1618.22 ms [2021-09-30 13:09:18 main:581] : INFO : Epoch 1669 | loss: 0.0310797 | val_loss: 0.0310978 | Time: 1585.76 ms [2021-09-30 13:09:20 main:581] : INFO : Epoch 1670 | loss: 0.0310769 | val_loss: 0.0310931 | Time: 1571.92 ms [2021-09-30 13:09:21 main:581] : INFO : Epoch 1671 | loss: 0.0310764 | val_loss: 0.0310955 | Time: 1604.99 ms [2021-09-30 13:09:23 main:581] : INFO : Epoch 1672 | loss: 0.0310772 | val_loss: 0.0310936 | Time: 1645.2 ms [2021-09-30 13:09:24 main:581] : INFO : Epoch 1673 | loss: 0.0310806 | val_loss: 0.0310951 | Time: 1589.8 ms [2021-09-30 13:09:26 main:581] : INFO : Epoch 1674 | loss: 0.0310878 | val_loss: 0.0311013 | Time: 1646.88 ms [2021-09-30 13:09:28 main:581] : INFO : Epoch 1675 | loss: 0.0310872 | val_loss: 0.0310946 | Time: 1636.07 ms [2021-09-30 13:09:29 main:581] : INFO : Epoch 1676 | loss: 0.0310778 | val_loss: 0.0310901 | Time: 1641.79 ms [2021-09-30 13:09:31 main:581] : INFO : Epoch 1677 | loss: 0.0310784 | val_loss: 0.0310972 | Time: 1591.29 ms [2021-09-30 13:09:33 main:581] : INFO : Epoch 1678 | loss: 0.0310811 | val_loss: 0.0310944 | Time: 1626.32 ms [2021-09-30 13:09:34 main:581] : INFO : Epoch 1679 | loss: 0.0310783 | val_loss: 0.0310916 | Time: 1596.49 ms [2021-09-30 13:09:36 main:581] : INFO : Epoch 1680 | loss: 0.0311041 | val_loss: 0.031147 | Time: 1628.57 ms [2021-09-30 13:09:37 main:581] : INFO : Epoch 1681 | loss: 0.0311483 | val_loss: 0.0311508 | Time: 1644.5 ms [2021-09-30 13:09:39 main:581] : INFO : Epoch 1682 | loss: 0.0311409 | val_loss: 0.0311489 | Time: 1618.06 ms [2021-09-30 13:09:41 main:581] : INFO : Epoch 1683 | loss: 0.031136 | val_loss: 0.0311421 | Time: 1609.13 ms [2021-09-30 13:09:42 main:581] : INFO : Epoch 1684 | loss: 0.0311354 | val_loss: 0.0311424 | Time: 1620.36 ms [2021-09-30 13:09:44 main:581] : INFO : Epoch 1685 | loss: 0.0311324 | val_loss: 0.0311335 | Time: 1610.27 ms [2021-09-30 13:09:45 main:581] : INFO : Epoch 1686 | loss: 0.0311306 | val_loss: 0.0311379 | Time: 1602.65 ms [2021-09-30 13:09:47 main:581] : INFO : Epoch 1687 | loss: 0.0311219 | val_loss: 0.0311226 | Time: 1625 ms [2021-09-30 13:09:49 main:581] : INFO : Epoch 1688 | loss: 0.031109 | val_loss: 0.0311122 | Time: 1642.93 ms [2021-09-30 13:09:50 main:581] : INFO : Epoch 1689 | loss: 0.0311025 | val_loss: 0.0311034 | Time: 1620 ms [2021-09-30 13:09:52 main:581] : INFO : Epoch 1690 | loss: 0.0311042 | val_loss: 0.0311056 | Time: 1609.52 ms [2021-09-30 13:09:54 main:581] : INFO : Epoch 1691 | loss: 0.0311058 | val_loss: 0.0311132 | Time: 1616.11 ms [2021-09-30 13:09:55 main:581] : INFO : Epoch 1692 | loss: 0.0311046 | val_loss: 0.0311098 | Time: 1604.77 ms [2021-09-30 13:09:57 main:581] : INFO : Epoch 1693 | loss: 0.0310964 | val_loss: 0.0311078 | Time: 1606.12 ms [2021-09-30 13:09:58 main:581] : INFO : Epoch 1694 | loss: 0.0310905 | val_loss: 0.0310912 | Time: 1605.11 ms [2021-09-30 13:10:00 main:581] : INFO : Epoch 1695 | loss: 0.0310903 | val_loss: 0.0310956 | Time: 1607.61 ms [2021-09-30 13:10:02 main:581] : INFO : Epoch 1696 | loss: 0.0310882 | val_loss: 0.0310937 | Time: 1611.02 ms [2021-09-30 13:10:03 main:581] : INFO : Epoch 1697 | loss: 0.0310875 | val_loss: 0.0311016 | Time: 1601.94 ms [2021-09-30 13:10:05 main:581] : INFO : Epoch 1698 | loss: 0.0310995 | val_loss: 0.0311136 | Time: 1614.95 ms [2021-09-30 13:10:06 main:581] : INFO : Epoch 1699 | loss: 0.0311074 | val_loss: 0.0311212 | Time: 1594.51 ms [2021-09-30 13:10:08 main:581] : INFO : Epoch 1700 | loss: 0.0311071 | val_loss: 0.0311141 | Time: 1646.13 ms [2021-09-30 13:10:10 main:581] : INFO : Epoch 1701 | loss: 0.0311023 | val_loss: 0.0311102 | Time: 1618.12 ms [2021-09-30 13:10:11 main:581] : INFO : Epoch 1702 | loss: 0.0310973 | val_loss: 0.0311046 | Time: 1614.19 ms [2021-09-30 13:10:13 main:581] : INFO : Epoch 1703 | loss: 0.0310975 | val_loss: 0.0311087 | Time: 1609.21 ms [2021-09-30 13:10:14 main:581] : INFO : Epoch 1704 | loss: 0.0310947 | val_loss: 0.0311155 | Time: 1573.82 ms [2021-09-30 13:10:16 main:581] : INFO : Epoch 1705 | loss: 0.0310948 | val_loss: 0.0310991 | Time: 1629.64 ms [2021-09-30 13:10:18 main:581] : INFO : Epoch 1706 | loss: 0.0310922 | val_loss: 0.0311018 | Time: 1612.91 ms [2021-09-30 13:10:19 main:581] : INFO : Epoch 1707 | loss: 0.0310901 | val_loss: 0.0311014 | Time: 1603.31 ms [2021-09-30 13:10:21 main:581] : INFO : Epoch 1708 | loss: 0.0310869 | val_loss: 0.0311005 | Time: 1649.44 ms [2021-09-30 13:10:23 main:581] : INFO : Epoch 1709 | loss: 0.0310851 | val_loss: 0.0311061 | Time: 1630.62 ms [2021-09-30 13:10:24 main:581] : INFO : Epoch 1710 | loss: 0.0310924 | val_loss: 0.0311041 | Time: 1647.08 ms [2021-09-30 13:10:26 main:581] : INFO : Epoch 1711 | loss: 0.0310891 | val_loss: 0.0311016 | Time: 1629.36 ms [2021-09-30 13:10:27 main:581] : INFO : Epoch 1712 | loss: 0.031086 | val_loss: 0.0310985 | Time: 1620.9 ms [2021-09-30 13:10:29 main:581] : INFO : Epoch 1713 | loss: 0.0310818 | val_loss: 0.0310997 | Time: 1629.15 ms [2021-09-30 13:10:31 main:581] : INFO : Epoch 1714 | loss: 0.0310837 | val_loss: 0.0310982 | Time: 1631.71 ms [2021-09-30 13:10:32 main:581] : INFO : Epoch 1715 | loss: 0.0310829 | val_loss: 0.0310963 | Time: 1648.92 ms [2021-09-30 13:10:34 main:581] : INFO : Epoch 1716 | loss: 0.031084 | val_loss: 0.0310982 | Time: 1615.01 ms [2021-09-30 13:10:36 main:581] : INFO : Epoch 1717 | loss: 0.0310883 | val_loss: 0.0310981 | Time: 1628.85 ms [2021-09-30 13:10:37 main:581] : INFO : Epoch 1718 | loss: 0.0310794 | val_loss: 0.0310999 | Time: 1627.71 ms [2021-09-30 13:10:39 main:581] : INFO : Epoch 1719 | loss: 0.0310809 | val_loss: 0.0310978 | Time: 1611.59 ms [2021-09-30 13:10:40 main:581] : INFO : Epoch 1720 | loss: 0.0310793 | val_loss: 0.0311049 | Time: 1612.71 ms [2021-09-30 13:10:42 main:581] : INFO : Epoch 1721 | loss: 0.0310846 | val_loss: 0.0311013 | Time: 1618.52 ms [2021-09-30 13:10:44 main:581] : INFO : Epoch 1722 | loss: 0.031077 | val_loss: 0.0311015 | Time: 1631.54 ms [2021-09-30 13:10:45 main:581] : INFO : Epoch 1723 | loss: 0.0310807 | val_loss: 0.031113 | Time: 1631.87 ms [2021-09-30 13:10:47 main:581] : INFO : Epoch 1724 | loss: 0.0310862 | val_loss: 0.031113 | Time: 1627.35 ms [2021-09-30 13:10:49 main:581] : INFO : Epoch 1725 | loss: 0.0310847 | val_loss: 0.0311065 | Time: 1616.97 ms [2021-09-30 13:10:50 main:581] : INFO : Epoch 1726 | loss: 0.031088 | val_loss: 0.0311022 | Time: 1621.39 ms [2021-09-30 13:10:52 main:581] : INFO : Epoch 1727 | loss: 0.0310862 | val_loss: 0.0311045 | Time: 1626.94 ms [2021-09-30 13:10:53 main:581] : INFO : Epoch 1728 | loss: 0.0310825 | val_loss: 0.0311105 | Time: 1621.83 ms [2021-09-30 13:10:55 main:581] : INFO : Epoch 1729 | loss: 0.0310843 | val_loss: 0.0311018 | Time: 1626.15 ms [2021-09-30 13:10:57 main:581] : INFO : Epoch 1730 | loss: 0.0310786 | val_loss: 0.0311091 | Time: 1644.86 ms [2021-09-30 13:10:58 main:581] : INFO : Epoch 1731 | loss: 0.0310798 | val_loss: 0.0311025 | Time: 1670.65 ms [2021-09-30 13:11:00 main:581] : INFO : Epoch 1732 | loss: 0.0310792 | val_loss: 0.0311076 | Time: 1642.94 ms [2021-09-30 13:11:02 main:581] : INFO : Epoch 1733 | loss: 0.031103 | val_loss: 0.0311067 | Time: 1636.94 ms [2021-09-30 13:11:03 main:581] : INFO : Epoch 1734 | loss: 0.0310909 | val_loss: 0.0311018 | Time: 1664.14 ms [2021-09-30 13:11:05 main:581] : INFO : Epoch 1735 | loss: 0.0310891 | val_loss: 0.0311231 | Time: 1629.51 ms [2021-09-30 13:11:07 main:581] : INFO : Epoch 1736 | loss: 0.0310923 | val_loss: 0.0310994 | Time: 1641.59 ms [2021-09-30 13:11:08 main:581] : INFO : Epoch 1737 | loss: 0.0310824 | val_loss: 0.0310966 | Time: 1657.31 ms [2021-09-30 13:11:10 main:581] : INFO : Epoch 1738 | loss: 0.0310808 | val_loss: 0.0310993 | Time: 1614.78 ms [2021-09-30 13:11:12 main:581] : INFO : Epoch 1739 | loss: 0.0310916 | val_loss: 0.0310978 | Time: 1608.15 ms [2021-09-30 13:11:13 main:581] : INFO : Epoch 1740 | loss: 0.0310893 | val_loss: 0.0311031 | Time: 1620.16 ms [2021-09-30 13:11:15 main:581] : INFO : Epoch 1741 | loss: 0.031132 | val_loss: 0.0311368 | Time: 1626.84 ms [2021-09-30 13:11:16 main:581] : INFO : Epoch 1742 | loss: 0.0311402 | val_loss: 0.0311406 | Time: 1622.73 ms [2021-09-30 13:11:18 main:581] : INFO : Epoch 1743 | loss: 0.0311386 | val_loss: 0.0311414 | Time: 1647 ms [2021-09-30 13:11:20 main:581] : INFO : Epoch 1744 | loss: 0.0311325 | val_loss: 0.0311287 | Time: 1648.63 ms [2021-09-30 13:11:21 main:581] : INFO : Epoch 1745 | loss: 0.031125 | val_loss: 0.0311254 | Time: 1600.38 ms [2021-09-30 13:11:23 main:581] : INFO : Epoch 1746 | loss: 0.0311196 | val_loss: 0.0311329 | Time: 1643.64 ms [2021-09-30 13:11:25 main:581] : INFO : Epoch 1747 | loss: 0.031117 | val_loss: 0.0311274 | Time: 1624.97 ms [2021-09-30 13:11:26 main:581] : INFO : Epoch 1748 | loss: 0.0311149 | val_loss: 0.0311237 | Time: 1621.33 ms [2021-09-30 13:11:28 main:581] : INFO : Epoch 1749 | loss: 0.0311121 | val_loss: 0.0311218 | Time: 1639.24 ms [2021-09-30 13:11:29 main:581] : INFO : Epoch 1750 | loss: 0.0311206 | val_loss: 0.0311344 | Time: 1609.94 ms [2021-09-30 13:11:31 main:581] : INFO : Epoch 1751 | loss: 0.0311259 | val_loss: 0.0311263 | Time: 1634.02 ms [2021-09-30 13:11:33 main:581] : INFO : Epoch 1752 | loss: 0.031124 | val_loss: 0.0311298 | Time: 1641.43 ms [2021-09-30 13:11:34 main:581] : INFO : Epoch 1753 | loss: 0.0311201 | val_loss: 0.0311266 | Time: 1665.15 ms [2021-09-30 13:11:36 main:581] : INFO : Epoch 1754 | loss: 0.0311178 | val_loss: 0.0311268 | Time: 1632.54 ms [2021-09-30 13:11:38 main:581] : INFO : Epoch 1755 | loss: 0.031114 | val_loss: 0.0311333 | Time: 1637.78 ms [2021-09-30 13:11:39 main:581] : INFO : Epoch 1756 | loss: 0.0311065 | val_loss: 0.0311146 | Time: 1635.67 ms [2021-09-30 13:11:41 main:581] : INFO : Epoch 1757 | loss: 0.0311031 | val_loss: 0.0311133 | Time: 1645.16 ms [2021-09-30 13:11:43 main:581] : INFO : Epoch 1758 | loss: 0.0311025 | val_loss: 0.0311215 | Time: 1645.69 ms [2021-09-30 13:11:44 main:581] : INFO : Epoch 1759 | loss: 0.0311017 | val_loss: 0.0311211 | Time: 1611.41 ms [2021-09-30 13:11:46 main:581] : INFO : Epoch 1760 | loss: 0.0311005 | val_loss: 0.031111 | Time: 1616.12 ms [2021-09-30 13:11:47 main:581] : INFO : Epoch 1761 | loss: 0.0310992 | val_loss: 0.0311124 | Time: 1649.08 ms [2021-09-30 13:11:49 main:581] : INFO : Epoch 1762 | loss: 0.0311032 | val_loss: 0.0311121 | Time: 1639.67 ms [2021-09-30 13:11:51 main:581] : INFO : Epoch 1763 | loss: 0.0311019 | val_loss: 0.0311161 | Time: 1665 ms [2021-09-30 13:11:52 main:581] : INFO : Epoch 1764 | loss: 0.031101 | val_loss: 0.0311108 | Time: 1659.63 ms [2021-09-30 13:11:54 main:581] : INFO : Epoch 1765 | loss: 0.0311045 | val_loss: 0.0311336 | Time: 1618.46 ms [2021-09-30 13:11:56 main:581] : INFO : Epoch 1766 | loss: 0.031123 | val_loss: 0.0311388 | Time: 1649.28 ms [2021-09-30 13:11:57 main:581] : INFO : Epoch 1767 | loss: 0.031125 | val_loss: 0.0311422 | Time: 1639.82 ms [2021-09-30 13:11:59 main:581] : INFO : Epoch 1768 | loss: 0.0311308 | val_loss: 0.0311366 | Time: 1659.11 ms [2021-09-30 13:12:01 main:581] : INFO : Epoch 1769 | loss: 0.0311233 | val_loss: 0.0311273 | Time: 1617.26 ms [2021-09-30 13:12:02 main:581] : INFO : Epoch 1770 | loss: 0.0311188 | val_loss: 0.0311259 | Time: 1601.1 ms [2021-09-30 13:12:04 main:581] : INFO : Epoch 1771 | loss: 0.031117 | val_loss: 0.0311334 | Time: 1673.52 ms [2021-09-30 13:12:06 main:581] : INFO : Epoch 1772 | loss: 0.0311176 | val_loss: 0.0311213 | Time: 1621.28 ms [2021-09-30 13:12:07 main:581] : INFO : Epoch 1773 | loss: 0.0311083 | val_loss: 0.0311226 | Time: 1674.57 ms [2021-09-30 13:12:09 main:581] : INFO : Epoch 1774 | loss: 0.0311055 | val_loss: 0.0311177 | Time: 1672.27 ms [2021-09-30 13:12:10 main:581] : INFO : Epoch 1775 | loss: 0.0311064 | val_loss: 0.0311265 | Time: 1619.99 ms [2021-09-30 13:12:12 main:581] : INFO : Epoch 1776 | loss: 0.0311088 | val_loss: 0.0311173 | Time: 1628.91 ms [2021-09-30 13:12:14 main:581] : INFO : Epoch 1777 | loss: 0.0311045 | val_loss: 0.031115 | Time: 1614 ms [2021-09-30 13:12:15 main:581] : INFO : Epoch 1778 | loss: 0.0311017 | val_loss: 0.031115 | Time: 1641.29 ms [2021-09-30 13:12:17 main:581] : INFO : Epoch 1779 | loss: 0.0311023 | val_loss: 0.031112 | Time: 1630.58 ms [2021-09-30 13:12:19 main:581] : INFO : Epoch 1780 | loss: 0.0310972 | val_loss: 0.0311127 | Time: 1600.41 ms [2021-09-30 13:12:20 main:581] : INFO : Epoch 1781 | loss: 0.0310975 | val_loss: 0.0311191 | Time: 1638.36 ms [2021-09-30 13:12:22 main:581] : INFO : Epoch 1782 | loss: 0.0310954 | val_loss: 0.0311143 | Time: 1590.17 ms [2021-09-30 13:12:23 main:581] : INFO : Epoch 1783 | loss: 0.031098 | val_loss: 0.031124 | Time: 1613 ms [2021-09-30 13:12:25 main:581] : INFO : Epoch 1784 | loss: 0.0310964 | val_loss: 0.0311113 | Time: 1635.83 ms [2021-09-30 13:12:27 main:581] : INFO : Epoch 1785 | loss: 0.0310952 | val_loss: 0.0311146 | Time: 1585.07 ms [2021-09-30 13:12:28 main:581] : INFO : Epoch 1786 | loss: 0.0310986 | val_loss: 0.0311087 | Time: 1632.93 ms [2021-09-30 13:12:30 main:581] : INFO : Epoch 1787 | loss: 0.0310915 | val_loss: 0.031107 | Time: 1615.94 ms [2021-09-30 13:12:32 main:581] : INFO : Epoch 1788 | loss: 0.0310904 | val_loss: 0.0311095 | Time: 1621.7 ms [2021-09-30 13:12:33 main:581] : INFO : Epoch 1789 | loss: 0.0310904 | val_loss: 0.0311094 | Time: 1636.31 ms [2021-09-30 13:12:35 main:581] : INFO : Epoch 1790 | loss: 0.0311008 | val_loss: 0.0311152 | Time: 1631.45 ms [2021-09-30 13:12:36 main:581] : INFO : Epoch 1791 | loss: 0.0310998 | val_loss: 0.0311147 | Time: 1648.88 ms [2021-09-30 13:12:38 main:581] : INFO : Epoch 1792 | loss: 0.0310952 | val_loss: 0.0311107 | Time: 1629.36 ms [2021-09-30 13:12:40 main:581] : INFO : Epoch 1793 | loss: 0.0310917 | val_loss: 0.0311101 | Time: 1657.29 ms [2021-09-30 13:12:41 main:581] : INFO : Epoch 1794 | loss: 0.0310922 | val_loss: 0.0311123 | Time: 1608.28 ms [2021-09-30 13:12:43 main:581] : INFO : Epoch 1795 | loss: 0.031095 | val_loss: 0.0311043 | Time: 1627.82 ms [2021-09-30 13:12:45 main:581] : INFO : Epoch 1796 | loss: 0.0310918 | val_loss: 0.0311041 | Time: 1618.53 ms [2021-09-30 13:12:46 main:581] : INFO : Epoch 1797 | loss: 0.0311034 | val_loss: 0.0311176 | Time: 1630.86 ms [2021-09-30 13:12:48 main:581] : INFO : Epoch 1798 | loss: 0.0311125 | val_loss: 0.0311285 | Time: 1643.55 ms [2021-09-30 13:12:50 main:581] : INFO : Epoch 1799 | loss: 0.0311122 | val_loss: 0.0311214 | Time: 1644.9 ms [2021-09-30 13:12:51 main:581] : INFO : Epoch 1800 | loss: 0.0311052 | val_loss: 0.031113 | Time: 1623.89 ms [2021-09-30 13:12:53 main:581] : INFO : Epoch 1801 | loss: 0.0311039 | val_loss: 0.0311117 | Time: 1637.28 ms [2021-09-30 13:12:54 main:581] : INFO : Epoch 1802 | loss: 0.0311048 | val_loss: 0.0311266 | Time: 1628.62 ms [2021-09-30 13:12:56 main:581] : INFO : Epoch 1803 | loss: 0.0311059 | val_loss: 0.0311078 | Time: 1637.41 ms [2021-09-30 13:12:58 main:581] : INFO : Epoch 1804 | loss: 0.0310975 | val_loss: 0.031109 | Time: 1609.08 ms [2021-09-30 13:12:59 main:581] : INFO : Epoch 1805 | loss: 0.0310969 | val_loss: 0.0311056 | Time: 1609.95 ms [2021-09-30 13:13:01 main:581] : INFO : Epoch 1806 | loss: 0.0310937 | val_loss: 0.0311034 | Time: 1609.26 ms [2021-09-30 13:13:03 main:581] : INFO : Epoch 1807 | loss: 0.031093 | val_loss: 0.0311054 | Time: 1645.1 ms [2021-09-30 13:13:04 main:581] : INFO : Epoch 1808 | loss: 0.0310921 | val_loss: 0.0311062 | Time: 1617.33 ms [2021-09-30 13:13:06 main:581] : INFO : Epoch 1809 | loss: 0.0310962 | val_loss: 0.0311038 | Time: 1591.43 ms [2021-09-30 13:13:07 main:581] : INFO : Epoch 1810 | loss: 0.0310921 | val_loss: 0.031107 | Time: 1609.93 ms [2021-09-30 13:13:09 main:581] : INFO : Epoch 1811 | loss: 0.0310929 | val_loss: 0.0311174 | Time: 1649.25 ms [2021-09-30 13:13:11 main:581] : INFO : Epoch 1812 | loss: 0.0311058 | val_loss: 0.0311049 | Time: 1608.96 ms [2021-09-30 13:13:12 main:581] : INFO : Epoch 1813 | loss: 0.0310938 | val_loss: 0.0311049 | Time: 1609.93 ms [2021-09-30 13:13:14 main:581] : INFO : Epoch 1814 | loss: 0.0310965 | val_loss: 0.0311055 | Time: 1650.06 ms [2021-09-30 13:13:15 main:581] : INFO : Epoch 1815 | loss: 0.0311005 | val_loss: 0.0311124 | Time: 1625.13 ms [2021-09-30 13:13:17 main:581] : INFO : Epoch 1816 | loss: 0.0310893 | val_loss: 0.0311034 | Time: 1643.43 ms [2021-09-30 13:13:19 main:581] : INFO : Epoch 1817 | loss: 0.031089 | val_loss: 0.0311047 | Time: 1634.39 ms [2021-09-30 13:13:20 main:581] : INFO : Epoch 1818 | loss: 0.031089 | val_loss: 0.0311021 | Time: 1611.81 ms [2021-09-30 13:13:22 main:581] : INFO : Epoch 1819 | loss: 0.0310893 | val_loss: 0.0311034 | Time: 1622.28 ms [2021-09-30 13:13:24 main:581] : INFO : Epoch 1820 | loss: 0.0310858 | val_loss: 0.0311037 | Time: 1621.95 ms [2021-09-30 13:13:25 main:581] : INFO : Epoch 1821 | loss: 0.0310869 | val_loss: 0.0311042 | Time: 1642.74 ms [2021-09-30 13:13:27 main:581] : INFO : Epoch 1822 | loss: 0.0310848 | val_loss: 0.031104 | Time: 1647.76 ms [2021-09-30 13:13:29 main:581] : INFO : Epoch 1823 | loss: 0.0310879 | val_loss: 0.031115 | Time: 1633.83 ms [2021-09-30 13:13:30 main:581] : INFO : Epoch 1824 | loss: 0.0310874 | val_loss: 0.0311019 | Time: 1657.13 ms [2021-09-30 13:13:32 main:581] : INFO : Epoch 1825 | loss: 0.0310861 | val_loss: 0.0310998 | Time: 1639.36 ms [2021-09-30 13:13:33 main:581] : INFO : Epoch 1826 | loss: 0.0310838 | val_loss: 0.0311084 | Time: 1663.51 ms [2021-09-30 13:13:35 main:581] : INFO : Epoch 1827 | loss: 0.0310829 | val_loss: 0.0311014 | Time: 1623.9 ms [2021-09-30 13:13:37 main:581] : INFO : Epoch 1828 | loss: 0.0310857 | val_loss: 0.0310983 | Time: 1615.68 ms [2021-09-30 13:13:38 main:581] : INFO : Epoch 1829 | loss: 0.0310888 | val_loss: 0.0311336 | Time: 1655.04 ms [2021-09-30 13:13:40 main:581] : INFO : Epoch 1830 | loss: 0.0310994 | val_loss: 0.0311156 | Time: 1599.89 ms [2021-09-30 13:13:42 main:581] : INFO : Epoch 1831 | loss: 0.0310924 | val_loss: 0.0311054 | Time: 1621.5 ms [2021-09-30 13:13:43 main:581] : INFO : Epoch 1832 | loss: 0.0310858 | val_loss: 0.0311111 | Time: 1630.4 ms [2021-09-30 13:13:45 main:581] : INFO : Epoch 1833 | loss: 0.0310885 | val_loss: 0.0311182 | Time: 1626.25 ms [2021-09-30 13:13:46 main:581] : INFO : Epoch 1834 | loss: 0.031091 | val_loss: 0.0311089 | Time: 1593.38 ms [2021-09-30 13:13:48 main:581] : INFO : Epoch 1835 | loss: 0.0310807 | val_loss: 0.0310983 | Time: 1604.41 ms [2021-09-30 13:13:50 main:581] : INFO : Epoch 1836 | loss: 0.0310776 | val_loss: 0.0310996 | Time: 1640.37 ms [2021-09-30 13:13:51 main:581] : INFO : Epoch 1837 | loss: 0.0310823 | val_loss: 0.0310973 | Time: 1627.8 ms [2021-09-30 13:13:53 main:581] : INFO : Epoch 1838 | loss: 0.0310817 | val_loss: 0.0311007 | Time: 1628.53 ms [2021-09-30 13:13:55 main:581] : INFO : Epoch 1839 | loss: 0.0310829 | val_loss: 0.0311074 | Time: 1634.3 ms [2021-09-30 13:13:56 main:581] : INFO : Epoch 1840 | loss: 0.0310883 | val_loss: 0.0311064 | Time: 1632.15 ms [2021-09-30 13:13:58 main:581] : INFO : Epoch 1841 | loss: 0.0310835 | val_loss: 0.0311073 | Time: 1619.69 ms [2021-09-30 13:13:59 main:581] : INFO : Epoch 1842 | loss: 0.0310844 | val_loss: 0.0311313 | Time: 1624.64 ms [2021-09-30 13:14:01 main:581] : INFO : Epoch 1843 | loss: 0.03108 | val_loss: 0.0310926 | Time: 1642.41 ms [2021-09-30 13:14:03 main:581] : INFO : Epoch 1844 | loss: 0.0310764 | val_loss: 0.0310962 | Time: 1640.33 ms [2021-09-30 13:14:04 main:581] : INFO : Epoch 1845 | loss: 0.0310761 | val_loss: 0.0311038 | Time: 1616.16 ms [2021-09-30 13:14:06 main:581] : INFO : Epoch 1846 | loss: 0.0310827 | val_loss: 0.0311011 | Time: 1596.17 ms [2021-09-30 13:14:08 main:581] : INFO : Epoch 1847 | loss: 0.0310766 | val_loss: 0.0310951 | Time: 1619.11 ms [2021-09-30 13:14:09 main:581] : INFO : Epoch 1848 | loss: 0.0310736 | val_loss: 0.0310994 | Time: 1616.26 ms [2021-09-30 13:14:11 main:581] : INFO : Epoch 1849 | loss: 0.0310788 | val_loss: 0.031096 | Time: 1598.17 ms [2021-09-30 13:14:12 main:581] : INFO : Epoch 1850 | loss: 0.0310766 | val_loss: 0.0310933 | Time: 1611.67 ms [2021-09-30 13:14:14 main:581] : INFO : Epoch 1851 | loss: 0.031077 | val_loss: 0.0310949 | Time: 1614.61 ms [2021-09-30 13:14:16 main:581] : INFO : Epoch 1852 | loss: 0.0310828 | val_loss: 0.0310883 | Time: 1660.1 ms [2021-09-30 13:14:17 main:581] : INFO : Epoch 1853 | loss: 0.0310806 | val_loss: 0.0310916 | Time: 1626.56 ms [2021-09-30 13:14:19 main:581] : INFO : Epoch 1854 | loss: 0.0310765 | val_loss: 0.0310957 | Time: 1632.57 ms [2021-09-30 13:14:21 main:581] : INFO : Epoch 1855 | loss: 0.0310808 | val_loss: 0.0311065 | Time: 1662.59 ms [2021-09-30 13:14:22 main:581] : INFO : Epoch 1856 | loss: 0.0310753 | val_loss: 0.0310918 | Time: 1612.34 ms [2021-09-30 13:14:24 main:581] : INFO : Epoch 1857 | loss: 0.0310745 | val_loss: 0.0310996 | Time: 1627.23 ms [2021-09-30 13:14:25 main:581] : INFO : Epoch 1858 | loss: 0.0310742 | val_loss: 0.031092 | Time: 1631.79 ms [2021-09-30 13:14:27 main:581] : INFO : Epoch 1859 | loss: 0.0310808 | val_loss: 0.0310954 | Time: 1619.97 ms [2021-09-30 13:14:29 main:581] : INFO : Epoch 1860 | loss: 0.0310802 | val_loss: 0.031103 | Time: 1616.5 ms [2021-09-30 13:14:30 main:581] : INFO : Epoch 1861 | loss: 0.0310828 | val_loss: 0.0311058 | Time: 1627.02 ms [2021-09-30 13:14:32 main:581] : INFO : Epoch 1862 | loss: 0.0310774 | val_loss: 0.0311135 | Time: 1647.1 ms [2021-09-30 13:14:34 main:581] : INFO : Epoch 1863 | loss: 0.0310875 | val_loss: 0.0310939 | Time: 1643.19 ms [2021-09-30 13:14:35 main:581] : INFO : Epoch 1864 | loss: 0.0310856 | val_loss: 0.0310933 | Time: 1659.25 ms [2021-09-30 13:14:37 main:581] : INFO : Epoch 1865 | loss: 0.0310844 | val_loss: 0.0310957 | Time: 1640.83 ms [2021-09-30 13:14:39 main:581] : INFO : Epoch 1866 | loss: 0.0310781 | val_loss: 0.031094 | Time: 1647.18 ms [2021-09-30 13:14:40 main:581] : INFO : Epoch 1867 | loss: 0.0310823 | val_loss: 0.0311013 | Time: 1635.85 ms [2021-09-30 13:14:42 main:581] : INFO : Epoch 1868 | loss: 0.0310789 | val_loss: 0.0310941 | Time: 1643.97 ms [2021-09-30 13:14:43 main:581] : INFO : Epoch 1869 | loss: 0.0310761 | val_loss: 0.031096 | Time: 1619.45 ms [2021-09-30 13:14:45 main:581] : INFO : Epoch 1870 | loss: 0.0310763 | val_loss: 0.0310962 | Time: 1584.07 ms [2021-09-30 13:14:47 main:581] : INFO : Epoch 1871 | loss: 0.0310781 | val_loss: 0.0310963 | Time: 1637.15 ms [2021-09-30 13:14:48 main:581] : INFO : Epoch 1872 | loss: 0.0310758 | val_loss: 0.0311007 | Time: 1633.81 ms [2021-09-30 13:14:50 main:581] : INFO : Epoch 1873 | loss: 0.0310745 | val_loss: 0.0310924 | Time: 1634.59 ms [2021-09-30 13:14:52 main:581] : INFO : Epoch 1874 | loss: 0.0310738 | val_loss: 0.0311045 | Time: 1594.43 ms [2021-09-30 13:14:53 main:581] : INFO : Epoch 1875 | loss: 0.0310741 | val_loss: 0.0310907 | Time: 1594.01 ms [2021-09-30 13:14:55 main:581] : INFO : Epoch 1876 | loss: 0.0310741 | val_loss: 0.0311048 | Time: 1602.9 ms [2021-09-30 13:14:56 main:581] : INFO : Epoch 1877 | loss: 0.0310778 | val_loss: 0.0310926 | Time: 1616.61 ms [2021-09-30 13:14:58 main:581] : INFO : Epoch 1878 | loss: 0.0310753 | val_loss: 0.03109 | Time: 1633.38 ms [2021-09-30 13:15:00 main:581] : INFO : Epoch 1879 | loss: 0.0310758 | val_loss: 0.0310999 | Time: 1644.14 ms [2021-09-30 13:15:01 main:581] : INFO : Epoch 1880 | loss: 0.031089 | val_loss: 0.031106 | Time: 1633.4 ms [2021-09-30 13:15:03 main:581] : INFO : Epoch 1881 | loss: 0.0310892 | val_loss: 0.0311018 | Time: 1679.59 ms [2021-09-30 13:15:05 main:581] : INFO : Epoch 1882 | loss: 0.031079 | val_loss: 0.0310908 | Time: 1633.01 ms [2021-09-30 13:15:06 main:581] : INFO : Epoch 1883 | loss: 0.031074 | val_loss: 0.0310928 | Time: 1652.81 ms [2021-09-30 13:15:08 main:581] : INFO : Epoch 1884 | loss: 0.0310723 | val_loss: 0.031087 | Time: 1635.25 ms [2021-09-30 13:15:10 main:581] : INFO : Epoch 1885 | loss: 0.0310766 | val_loss: 0.0310929 | Time: 1648.17 ms [2021-09-30 13:15:11 main:581] : INFO : Epoch 1886 | loss: 0.0310783 | val_loss: 0.0310948 | Time: 1665.61 ms [2021-09-30 13:15:13 main:581] : INFO : Epoch 1887 | loss: 0.0310716 | val_loss: 0.0310932 | Time: 1605.55 ms [2021-09-30 13:15:15 main:581] : INFO : Epoch 1888 | loss: 0.0310712 | val_loss: 0.0310971 | Time: 1678.86 ms [2021-09-30 13:15:16 main:581] : INFO : Epoch 1889 | loss: 0.0310726 | val_loss: 0.0311008 | Time: 1642.33 ms [2021-09-30 13:15:18 main:581] : INFO : Epoch 1890 | loss: 0.0310729 | val_loss: 0.0310959 | Time: 1642.55 ms [2021-09-30 13:15:19 main:581] : INFO : Epoch 1891 | loss: 0.031075 | val_loss: 0.0310906 | Time: 1660.94 ms [2021-09-30 13:15:21 main:581] : INFO : Epoch 1892 | loss: 0.031074 | val_loss: 0.0310977 | Time: 1642.88 ms [2021-09-30 13:15:23 main:581] : INFO : Epoch 1893 | loss: 0.0310757 | val_loss: 0.0310921 | Time: 1604.27 ms [2021-09-30 13:15:24 main:581] : INFO : Epoch 1894 | loss: 0.0310725 | val_loss: 0.0310918 | Time: 1590.94 ms [2021-09-30 13:15:26 main:581] : INFO : Epoch 1895 | loss: 0.0310734 | val_loss: 0.0310919 | Time: 1609.04 ms [2021-09-30 13:15:28 main:581] : INFO : Epoch 1896 | loss: 0.0310786 | val_loss: 0.0310946 | Time: 1664.94 ms [2021-09-30 13:15:29 main:581] : INFO : Epoch 1897 | loss: 0.0310745 | val_loss: 0.0311024 | Time: 1642.63 ms [2021-09-30 13:15:31 main:581] : INFO : Epoch 1898 | loss: 0.0310759 | val_loss: 0.0310981 | Time: 1616.18 ms [2021-09-30 13:15:32 main:581] : INFO : Epoch 1899 | loss: 0.0310729 | val_loss: 0.031104 | Time: 1600.67 ms [2021-09-30 13:15:34 main:581] : INFO : Epoch 1900 | loss: 0.0310722 | val_loss: 0.0310984 | Time: 1600.36 ms [2021-09-30 13:15:36 main:581] : INFO : Epoch 1901 | loss: 0.0310694 | val_loss: 0.0310927 | Time: 1645.74 ms [2021-09-30 13:15:37 main:581] : INFO : Epoch 1902 | loss: 0.0310639 | val_loss: 0.0310956 | Time: 1607.87 ms [2021-09-30 13:15:39 main:581] : INFO : Epoch 1903 | loss: 0.031067 | val_loss: 0.0310956 | Time: 1642.73 ms [2021-09-30 13:15:41 main:581] : INFO : Epoch 1904 | loss: 0.0310706 | val_loss: 0.0310946 | Time: 1667.62 ms [2021-09-30 13:15:42 main:581] : INFO : Epoch 1905 | loss: 0.031067 | val_loss: 0.0310931 | Time: 1651.06 ms [2021-09-30 13:15:44 main:581] : INFO : Epoch 1906 | loss: 0.0310694 | val_loss: 0.0311048 | Time: 1596.41 ms [2021-09-30 13:15:45 main:581] : INFO : Epoch 1907 | loss: 0.0310709 | val_loss: 0.0310949 | Time: 1615.99 ms [2021-09-30 13:15:47 main:581] : INFO : Epoch 1908 | loss: 0.0310769 | val_loss: 0.0311037 | Time: 1609.09 ms [2021-09-30 13:15:49 main:581] : INFO : Epoch 1909 | loss: 0.0310783 | val_loss: 0.0311007 | Time: 1602.46 ms [2021-09-30 13:15:50 main:581] : INFO : Epoch 1910 | loss: 0.0310707 | val_loss: 0.0311039 | Time: 1628.19 ms [2021-09-30 13:15:52 main:581] : INFO : Epoch 1911 | loss: 0.031068 | val_loss: 0.0310907 | Time: 1680.71 ms [2021-09-30 13:15:54 main:581] : INFO : Epoch 1912 | loss: 0.0310653 | val_loss: 0.031098 | Time: 1633.16 ms [2021-09-30 13:15:55 main:581] : INFO : Epoch 1913 | loss: 0.0310704 | val_loss: 0.0311023 | Time: 1621.6 ms [2021-09-30 13:15:57 main:581] : INFO : Epoch 1914 | loss: 0.0310652 | val_loss: 0.0310862 | Time: 1611.82 ms [2021-09-30 13:15:58 main:581] : INFO : Epoch 1915 | loss: 0.0310668 | val_loss: 0.031101 | Time: 1612.9 ms [2021-09-30 13:16:00 main:581] : INFO : Epoch 1916 | loss: 0.031068 | val_loss: 0.0310971 | Time: 1605.42 ms [2021-09-30 13:16:02 main:581] : INFO : Epoch 1917 | loss: 0.0310865 | val_loss: 0.0311251 | Time: 1607.18 ms [2021-09-30 13:16:03 main:581] : INFO : Epoch 1918 | loss: 0.031073 | val_loss: 0.0311068 | Time: 1657.11 ms [2021-09-30 13:16:05 main:581] : INFO : Epoch 1919 | loss: 0.0310751 | val_loss: 0.0311045 | Time: 1654.62 ms [2021-09-30 13:16:07 main:581] : INFO : Epoch 1920 | loss: 0.0310831 | val_loss: 0.0311074 | Time: 1649.27 ms [2021-09-30 13:16:08 main:581] : INFO : Epoch 1921 | loss: 0.0310853 | val_loss: 0.031096 | Time: 1594.95 ms [2021-09-30 13:16:10 main:581] : INFO : Epoch 1922 | loss: 0.0310785 | val_loss: 0.0310954 | Time: 1638.7 ms [2021-09-30 13:16:12 main:581] : INFO : Epoch 1923 | loss: 0.0310772 | val_loss: 0.0310961 | Time: 1638.26 ms [2021-09-30 13:16:13 main:581] : INFO : Epoch 1924 | loss: 0.0310741 | val_loss: 0.0310956 | Time: 1637.87 ms [2021-09-30 13:16:15 main:581] : INFO : Epoch 1925 | loss: 0.0310731 | val_loss: 0.0310978 | Time: 1621.83 ms [2021-09-30 13:16:16 main:581] : INFO : Epoch 1926 | loss: 0.0310736 | val_loss: 0.0310996 | Time: 1633.42 ms [2021-09-30 13:16:18 main:581] : INFO : Epoch 1927 | loss: 0.0310798 | val_loss: 0.0310979 | Time: 1643.48 ms [2021-09-30 13:16:20 main:581] : INFO : Epoch 1928 | loss: 0.0310815 | val_loss: 0.031103 | Time: 1622.75 ms [2021-09-30 13:16:21 main:581] : INFO : Epoch 1929 | loss: 0.0310852 | val_loss: 0.0310961 | Time: 1606.01 ms [2021-09-30 13:16:23 main:581] : INFO : Epoch 1930 | loss: 0.0310793 | val_loss: 0.0310967 | Time: 1634.6 ms [2021-09-30 13:16:25 main:581] : INFO : Epoch 1931 | loss: 0.0310822 | val_loss: 0.0311022 | Time: 1657.95 ms [2021-09-30 13:16:26 main:581] : INFO : Epoch 1932 | loss: 0.0310849 | val_loss: 0.031109 | Time: 1651.51 ms [2021-09-30 13:16:28 main:581] : INFO : Epoch 1933 | loss: 0.0310878 | val_loss: 0.0311077 | Time: 1633.99 ms [2021-09-30 13:16:30 main:581] : INFO : Epoch 1934 | loss: 0.0310864 | val_loss: 0.0310986 | Time: 1663.08 ms [2021-09-30 13:16:31 main:581] : INFO : Epoch 1935 | loss: 0.031081 | val_loss: 0.0311049 | Time: 1602.44 ms [2021-09-30 13:16:33 main:581] : INFO : Epoch 1936 | loss: 0.0310766 | val_loss: 0.0310961 | Time: 1594.77 ms [2021-09-30 13:16:34 main:581] : INFO : Epoch 1937 | loss: 0.031076 | val_loss: 0.0311102 | Time: 1596.4 ms [2021-09-30 13:16:36 main:581] : INFO : Epoch 1938 | loss: 0.0310795 | val_loss: 0.0311067 | Time: 1639.4 ms [2021-09-30 13:16:38 main:581] : INFO : Epoch 1939 | loss: 0.0310812 | val_loss: 0.0311105 | Time: 1614.23 ms [2021-09-30 13:16:39 main:581] : INFO : Epoch 1940 | loss: 0.0310767 | val_loss: 0.0310859 | Time: 1658.98 ms [2021-09-30 13:16:41 main:581] : INFO : Epoch 1941 | loss: 0.0310735 | val_loss: 0.0310914 | Time: 1610.8 ms [2021-09-30 13:16:42 main:581] : INFO : Epoch 1942 | loss: 0.0310702 | val_loss: 0.0310897 | Time: 1600.5 ms [2021-09-30 13:16:44 main:581] : INFO : Epoch 1943 | loss: 0.0310674 | val_loss: 0.0310937 | Time: 1692.84 ms [2021-09-30 13:16:46 main:581] : INFO : Epoch 1944 | loss: 0.0310677 | val_loss: 0.0310922 | Time: 1621.56 ms [2021-09-30 13:16:47 main:581] : INFO : Epoch 1945 | loss: 0.0310653 | val_loss: 0.0310971 | Time: 1656.19 ms [2021-09-30 13:16:49 main:581] : INFO : Epoch 1946 | loss: 0.0310659 | val_loss: 0.0310887 | Time: 1670.14 ms [2021-09-30 13:16:51 main:581] : INFO : Epoch 1947 | loss: 0.0310632 | val_loss: 0.031084 | Time: 1628.29 ms [2021-09-30 13:16:52 main:581] : INFO : Epoch 1948 | loss: 0.0310656 | val_loss: 0.031085 | Time: 1607.35 ms [2021-09-30 13:16:54 main:581] : INFO : Epoch 1949 | loss: 0.0310619 | val_loss: 0.0310873 | Time: 1620.96 ms [2021-09-30 13:16:56 main:581] : INFO : Epoch 1950 | loss: 0.0310652 | val_loss: 0.0310878 | Time: 1646.2 ms [2021-09-30 13:16:57 main:581] : INFO : Epoch 1951 | loss: 0.0310666 | val_loss: 0.0310866 | Time: 1640.56 ms [2021-09-30 13:16:59 main:581] : INFO : Epoch 1952 | loss: 0.031074 | val_loss: 0.0310993 | Time: 1623.23 ms [2021-09-30 13:17:00 main:581] : INFO : Epoch 1953 | loss: 0.0310766 | val_loss: 0.0310913 | Time: 1631.47 ms [2021-09-30 13:17:02 main:581] : INFO : Epoch 1954 | loss: 0.0310783 | val_loss: 0.0310968 | Time: 1663.47 ms [2021-09-30 13:17:04 main:581] : INFO : Epoch 1955 | loss: 0.0310879 | val_loss: 0.0311021 | Time: 1631.98 ms [2021-09-30 13:17:05 main:581] : INFO : Epoch 1956 | loss: 0.0310905 | val_loss: 0.0311003 | Time: 1633.18 ms [2021-09-30 13:17:07 main:581] : INFO : Epoch 1957 | loss: 0.0310829 | val_loss: 0.0310972 | Time: 1629.71 ms [2021-09-30 13:17:09 main:581] : INFO : Epoch 1958 | loss: 0.0310804 | val_loss: 0.0310975 | Time: 1652.37 ms [2021-09-30 13:17:10 main:581] : INFO : Epoch 1959 | loss: 0.031082 | val_loss: 0.0311159 | Time: 1620.67 ms [2021-09-30 13:17:12 main:581] : INFO : Epoch 1960 | loss: 0.0310788 | val_loss: 0.0311047 | Time: 1587.27 ms [2021-09-30 13:17:13 main:581] : INFO : Epoch 1961 | loss: 0.0310784 | val_loss: 0.0310951 | Time: 1580.74 ms [2021-09-30 13:17:15 main:581] : INFO : Epoch 1962 | loss: 0.031076 | val_loss: 0.0310976 | Time: 1577.17 ms [2021-09-30 13:17:17 main:581] : INFO : Epoch 1963 | loss: 0.0310787 | val_loss: 0.0310956 | Time: 1601.83 ms [2021-09-30 13:17:18 main:581] : INFO : Epoch 1964 | loss: 0.0310723 | val_loss: 0.0310955 | Time: 1599.59 ms [2021-09-30 13:17:20 main:581] : INFO : Epoch 1965 | loss: 0.0310722 | val_loss: 0.0310958 | Time: 1589.91 ms [2021-09-30 13:17:21 main:581] : INFO : Epoch 1966 | loss: 0.0310725 | val_loss: 0.0310964 | Time: 1600.33 ms [2021-09-30 13:17:23 main:581] : INFO : Epoch 1967 | loss: 0.0310736 | val_loss: 0.0310899 | Time: 1609.4 ms [2021-09-30 13:17:25 main:581] : INFO : Epoch 1968 | loss: 0.0310814 | val_loss: 0.0310973 | Time: 1598.23 ms [2021-09-30 13:17:26 main:581] : INFO : Epoch 1969 | loss: 0.0310872 | val_loss: 0.0310975 | Time: 1593.18 ms [2021-09-30 13:17:28 main:581] : INFO : Epoch 1970 | loss: 0.0310725 | val_loss: 0.031096 | Time: 1626.95 ms [2021-09-30 13:17:30 main:581] : INFO : Epoch 1971 | loss: 0.0310701 | val_loss: 0.0310906 | Time: 1658.15 ms [2021-09-30 13:17:31 main:581] : INFO : Epoch 1972 | loss: 0.0310656 | val_loss: 0.031088 | Time: 1646.18 ms [2021-09-30 13:17:33 main:581] : INFO : Epoch 1973 | loss: 0.0310714 | val_loss: 0.0310901 | Time: 1634.72 ms [2021-09-30 13:17:34 main:581] : INFO : Epoch 1974 | loss: 0.0310738 | val_loss: 0.0310935 | Time: 1614.39 ms [2021-09-30 13:17:36 main:581] : INFO : Epoch 1975 | loss: 0.0310771 | val_loss: 0.0310993 | Time: 1643.5 ms [2021-09-30 13:17:38 main:581] : INFO : Epoch 1976 | loss: 0.0310829 | val_loss: 0.0311194 | Time: 1615.45 ms [2021-09-30 13:17:39 main:581] : INFO : Epoch 1977 | loss: 0.0310889 | val_loss: 0.0310992 | Time: 1642.61 ms [2021-09-30 13:17:41 main:581] : INFO : Epoch 1978 | loss: 0.0310788 | val_loss: 0.0310965 | Time: 1613.36 ms [2021-09-30 13:17:43 main:581] : INFO : Epoch 1979 | loss: 0.0310777 | val_loss: 0.0310932 | Time: 1642.25 ms [2021-09-30 13:17:44 main:581] : INFO : Epoch 1980 | loss: 0.031081 | val_loss: 0.0311034 | Time: 1625.17 ms [2021-09-30 13:17:46 main:581] : INFO : Epoch 1981 | loss: 0.0310817 | val_loss: 0.0310978 | Time: 1626.29 ms [2021-09-30 13:17:47 main:581] : INFO : Epoch 1982 | loss: 0.0310732 | val_loss: 0.0310954 | Time: 1624.52 ms [2021-09-30 13:17:49 main:581] : INFO : Epoch 1983 | loss: 0.0310692 | val_loss: 0.0310928 | Time: 1640.25 ms [2021-09-30 13:17:51 main:581] : INFO : Epoch 1984 | loss: 0.0310678 | val_loss: 0.0310914 | Time: 1604.41 ms [2021-09-30 13:17:52 main:581] : INFO : Epoch 1985 | loss: 0.0310658 | val_loss: 0.0310934 | Time: 1608.31 ms [2021-09-30 13:17:54 main:581] : INFO : Epoch 1986 | loss: 0.0310675 | val_loss: 0.0310913 | Time: 1632.11 ms [2021-09-30 13:17:56 main:581] : INFO : Epoch 1987 | loss: 0.0310695 | val_loss: 0.031103 | Time: 1669.87 ms [2021-09-30 13:17:57 main:581] : INFO : Epoch 1988 | loss: 0.0310782 | val_loss: 0.0310909 | Time: 1615.26 ms [2021-09-30 13:17:59 main:581] : INFO : Epoch 1989 | loss: 0.0310747 | val_loss: 0.0311039 | Time: 1653.97 ms [2021-09-30 13:18:01 main:581] : INFO : Epoch 1990 | loss: 0.0310685 | val_loss: 0.0310969 | Time: 1637.54 ms [2021-09-30 13:18:02 main:581] : INFO : Epoch 1991 | loss: 0.0310672 | val_loss: 0.031096 | Time: 1605.07 ms [2021-09-30 13:18:04 main:581] : INFO : Epoch 1992 | loss: 0.0310656 | val_loss: 0.0310983 | Time: 1611.44 ms [2021-09-30 13:18:05 main:581] : INFO : Epoch 1993 | loss: 0.0310726 | val_loss: 0.031096 | Time: 1647.96 ms [2021-09-30 13:18:07 main:581] : INFO : Epoch 1994 | loss: 0.0310684 | val_loss: 0.0310937 | Time: 1635.78 ms [2021-09-30 13:18:09 main:581] : INFO : Epoch 1995 | loss: 0.0310667 | val_loss: 0.0310883 | Time: 1648.85 ms [2021-09-30 13:18:10 main:581] : INFO : Epoch 1996 | loss: 0.0310625 | val_loss: 0.0310887 | Time: 1633.91 ms [2021-09-30 13:18:12 main:581] : INFO : Epoch 1997 | loss: 0.0310708 | val_loss: 0.0311059 | Time: 1633.53 ms [2021-09-30 13:18:14 main:581] : INFO : Epoch 1998 | loss: 0.0310697 | val_loss: 0.0310909 | Time: 1623.83 ms [2021-09-30 13:18:15 main:581] : INFO : Epoch 1999 | loss: 0.031082 | val_loss: 0.0311033 | Time: 1646.12 ms [2021-09-30 13:18:17 main:581] : INFO : Epoch 2000 | loss: 0.0310788 | val_loss: 0.0311137 | Time: 1657.42 ms [2021-09-30 13:18:19 main:581] : INFO : Epoch 2001 | loss: 0.0310762 | val_loss: 0.0310966 | Time: 1648.07 ms [2021-09-30 13:18:20 main:581] : INFO : Epoch 2002 | loss: 0.0310684 | val_loss: 0.031098 | Time: 1630.04 ms [2021-09-30 13:18:22 main:581] : INFO : Epoch 2003 | loss: 0.0310619 | val_loss: 0.0310923 | Time: 1609.66 ms [2021-09-30 13:18:23 main:581] : INFO : Epoch 2004 | loss: 0.0310596 | val_loss: 0.0310888 | Time: 1597.06 ms [2021-09-30 13:18:25 main:581] : INFO : Epoch 2005 | loss: 0.0310598 | val_loss: 0.0310957 | Time: 1621.59 ms [2021-09-30 13:18:27 main:581] : INFO : Epoch 2006 | loss: 0.0310572 | val_loss: 0.0310948 | Time: 1621.82 ms [2021-09-30 13:18:28 main:581] : INFO : Epoch 2007 | loss: 0.0310566 | val_loss: 0.031091 | Time: 1633.66 ms [2021-09-30 13:18:30 main:581] : INFO : Epoch 2008 | loss: 0.0310584 | val_loss: 0.0310965 | Time: 1605.97 ms [2021-09-30 13:18:31 main:581] : INFO : Epoch 2009 | loss: 0.0310575 | val_loss: 0.0310926 | Time: 1593.72 ms [2021-09-30 13:18:33 main:581] : INFO : Epoch 2010 | loss: 0.0310603 | val_loss: 0.031088 | Time: 1648.46 ms [2021-09-30 13:18:35 main:581] : INFO : Epoch 2011 | loss: 0.0310564 | val_loss: 0.0310953 | Time: 1638.51 ms [2021-09-30 13:18:36 main:581] : INFO : Epoch 2012 | loss: 0.0310614 | val_loss: 0.0311032 | Time: 1639.07 ms [2021-09-30 13:18:38 main:581] : INFO : Epoch 2013 | loss: 0.0310581 | val_loss: 0.0310904 | Time: 1632.81 ms [2021-09-30 13:18:40 main:581] : INFO : Epoch 2014 | loss: 0.0310554 | val_loss: 0.0311033 | Time: 1619.4 ms [2021-09-30 13:18:41 main:581] : INFO : Epoch 2015 | loss: 0.0310617 | val_loss: 0.0311021 | Time: 1600.25 ms [2021-09-30 13:18:43 main:581] : INFO : Epoch 2016 | loss: 0.0310764 | val_loss: 0.031102 | Time: 1613.62 ms [2021-09-30 13:18:44 main:581] : INFO : Epoch 2017 | loss: 0.031076 | val_loss: 0.031119 | Time: 1633.12 ms [2021-09-30 13:18:46 main:581] : INFO : Epoch 2018 | loss: 0.0310699 | val_loss: 0.0310928 | Time: 1638.55 ms [2021-09-30 13:18:48 main:581] : INFO : Epoch 2019 | loss: 0.0310702 | val_loss: 0.0310926 | Time: 1652.03 ms [2021-09-30 13:18:49 main:581] : INFO : Epoch 2020 | loss: 0.0310757 | val_loss: 0.0310938 | Time: 1598.33 ms [2021-09-30 13:18:51 main:581] : INFO : Epoch 2021 | loss: 0.0310855 | val_loss: 0.0311147 | Time: 1623.55 ms [2021-09-30 13:18:53 main:581] : INFO : Epoch 2022 | loss: 0.0310862 | val_loss: 0.0311003 | Time: 1648.78 ms [2021-09-30 13:18:54 main:581] : INFO : Epoch 2023 | loss: 0.0310822 | val_loss: 0.0310939 | Time: 1615.64 ms [2021-09-30 13:18:56 main:581] : INFO : Epoch 2024 | loss: 0.0310732 | val_loss: 0.0310879 | Time: 1643.95 ms [2021-09-30 13:18:58 main:581] : INFO : Epoch 2025 | loss: 0.0310697 | val_loss: 0.0310912 | Time: 1652.33 ms [2021-09-30 13:18:59 main:581] : INFO : Epoch 2026 | loss: 0.0310781 | val_loss: 0.0310956 | Time: 1625.13 ms [2021-09-30 13:19:01 main:581] : INFO : Epoch 2027 | loss: 0.0310688 | val_loss: 0.0310997 | Time: 1636.99 ms [2021-09-30 13:19:02 main:581] : INFO : Epoch 2028 | loss: 0.0310716 | val_loss: 0.0310934 | Time: 1598.73 ms [2021-09-30 13:19:04 main:581] : INFO : Epoch 2029 | loss: 0.0310786 | val_loss: 0.0310971 | Time: 1622.38 ms [2021-09-30 13:19:06 main:581] : INFO : Epoch 2030 | loss: 0.0310765 | val_loss: 0.0310932 | Time: 1640.89 ms [2021-09-30 13:19:07 main:581] : INFO : Epoch 2031 | loss: 0.0310678 | val_loss: 0.0310934 | Time: 1626.21 ms [2021-09-30 13:19:09 main:581] : INFO : Epoch 2032 | loss: 0.0310723 | val_loss: 0.0310903 | Time: 1617.56 ms [2021-09-30 13:19:11 main:581] : INFO : Epoch 2033 | loss: 0.0310775 | val_loss: 0.0310927 | Time: 1642.56 ms [2021-09-30 13:19:12 main:581] : INFO : Epoch 2034 | loss: 0.031072 | val_loss: 0.0310892 | Time: 1609.23 ms [2021-09-30 13:19:14 main:581] : INFO : Epoch 2035 | loss: 0.0310704 | val_loss: 0.0310954 | Time: 1618.42 ms [2021-09-30 13:19:15 main:581] : INFO : Epoch 2036 | loss: 0.0310699 | val_loss: 0.0310921 | Time: 1615.26 ms [2021-09-30 13:19:17 main:581] : INFO : Epoch 2037 | loss: 0.0310688 | val_loss: 0.0310956 | Time: 1624.73 ms [2021-09-30 13:19:19 main:581] : INFO : Epoch 2038 | loss: 0.0310731 | val_loss: 0.0310931 | Time: 1606.62 ms [2021-09-30 13:19:20 main:581] : INFO : Epoch 2039 | loss: 0.031076 | val_loss: 0.0310929 | Time: 1608.62 ms [2021-09-30 13:19:22 main:581] : INFO : Epoch 2040 | loss: 0.031075 | val_loss: 0.0310936 | Time: 1647.71 ms [2021-09-30 13:19:24 main:581] : INFO : Epoch 2041 | loss: 0.0310831 | val_loss: 0.0311192 | Time: 1629.46 ms [2021-09-30 13:19:25 main:581] : INFO : Epoch 2042 | loss: 0.0311048 | val_loss: 0.0311146 | Time: 1628.15 ms [2021-09-30 13:19:27 main:581] : INFO : Epoch 2043 | loss: 0.0311078 | val_loss: 0.0311237 | Time: 1653.87 ms [2021-09-30 13:19:28 main:581] : INFO : Epoch 2044 | loss: 0.0311062 | val_loss: 0.0311144 | Time: 1606.28 ms [2021-09-30 13:19:30 main:581] : INFO : Epoch 2045 | loss: 0.0311038 | val_loss: 0.0311176 | Time: 1621.24 ms [2021-09-30 13:19:32 main:581] : INFO : Epoch 2046 | loss: 0.0311008 | val_loss: 0.0311089 | Time: 1656.22 ms [2021-09-30 13:19:33 main:581] : INFO : Epoch 2047 | loss: 0.0311039 | val_loss: 0.0311242 | Time: 1639.27 ms [2021-09-30 13:19:35 main:581] : INFO : Epoch 2048 | loss: 0.0311019 | val_loss: 0.0311091 | Time: 1582.81 ms [2021-09-30 13:19:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311091 [2021-09-30 13:19:35 main:610] : INFO : Saving end state to config to file [2021-09-30 13:19:35 main:615] : INFO : Success, exiting.. 13:19:35 (2274675): 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)