Task 10218059
| Name | ParityModified-1639947334-17012-1-0_0 |
| Workunit | 7581336 |
| Created | 26 Dec 2021, 23:57:34 UTC |
| Sent | 12 Jan 2022, 7:51:45 UTC |
| Report deadline | 20 Jan 2022, 7:51:45 UTC |
| Received | 13 Jan 2022, 6:25:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 59 sec |
| CPU time | 1 hours 40 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.57 GB |
| Peak swap size | 4.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311145 | val_loss: 0.0311937 | Time: 1608.26 ms
[2022-01-13 00:11:35 main:574] : INFO : Epoch 1543 | loss: 0.031117 | val_loss: 0.031196 | Time: 1561.6 ms
[2022-01-13 00:11:36 main:574] : INFO : Epoch 1544 | loss: 0.0311179 | val_loss: 0.0311914 | Time: 1615.11 ms
[2022-01-13 00:11:38 main:574] : INFO : Epoch 1545 | loss: 0.0311169 | val_loss: 0.0311956 | Time: 1591.93 ms
[2022-01-13 00:11:40 main:574] : INFO : Epoch 1546 | loss: 0.0311175 | val_loss: 0.0311959 | Time: 1621.42 ms
[2022-01-13 00:11:41 main:574] : INFO : Epoch 1547 | loss: 0.0311163 | val_loss: 0.0311916 | Time: 1610.55 ms
[2022-01-13 00:11:43 main:574] : INFO : Epoch 1548 | loss: 0.0311111 | val_loss: 0.0311928 | Time: 1615.77 ms
[2022-01-13 00:11:44 main:574] : INFO : Epoch 1549 | loss: 0.0311119 | val_loss: 0.0311907 | Time: 1595.6 ms
[2022-01-13 00:11:46 main:574] : INFO : Epoch 1550 | loss: 0.0311149 | val_loss: 0.0312036 | Time: 1536.69 ms
[2022-01-13 00:11:48 main:574] : INFO : Epoch 1551 | loss: 0.0311122 | val_loss: 0.0311905 | Time: 1569.45 ms
[2022-01-13 00:11:49 main:574] : INFO : Epoch 1552 | loss: 0.0311102 | val_loss: 0.031195 | Time: 1608.52 ms
[2022-01-13 00:11:51 main:574] : INFO : Epoch 1553 | loss: 0.0311103 | val_loss: 0.0311927 | Time: 1578.24 ms
[2022-01-13 00:11:52 main:574] : INFO : Epoch 1554 | loss: 0.0311112 | val_loss: 0.0312064 | Time: 1612.03 ms
[2022-01-13 00:11:54 main:574] : INFO : Epoch 1555 | loss: 0.0311072 | val_loss: 0.0311999 | Time: 1580.15 ms
[2022-01-13 00:11:56 main:574] : INFO : Epoch 1556 | loss: 0.0311103 | val_loss: 0.0312111 | Time: 1577.62 ms
[2022-01-13 00:11:57 main:574] : INFO : Epoch 1557 | loss: 0.0311098 | val_loss: 0.0311901 | Time: 1601.6 ms
[2022-01-13 00:11:59 main:574] : INFO : Epoch 1558 | loss: 0.0311148 | val_loss: 0.0312005 | Time: 1603.33 ms
[2022-01-13 00:12:00 main:574] : INFO : Epoch 1559 | loss: 0.0311138 | val_loss: 0.0311948 | Time: 1595.33 ms
[2022-01-13 00:12:02 main:574] : INFO : Epoch 1560 | loss: 0.0311098 | val_loss: 0.0311942 | Time: 1636.51 ms
[2022-01-13 00:12:04 main:574] : INFO : Epoch 1561 | loss: 0.0311105 | val_loss: 0.0312046 | Time: 1536.12 ms
[2022-01-13 00:12:05 main:574] : INFO : Epoch 1562 | loss: 0.0311049 | val_loss: 0.0311973 | Time: 1600.34 ms
[2022-01-13 00:12:07 main:574] : INFO : Epoch 1563 | loss: 0.0311045 | val_loss: 0.0312038 | Time: 1583.8 ms
[2022-01-13 00:12:08 main:574] : INFO : Epoch 1564 | loss: 0.0311059 | val_loss: 0.0312112 | Time: 1556.35 ms
[2022-01-13 00:12:10 main:574] : INFO : Epoch 1565 | loss: 0.0311095 | val_loss: 0.0311966 | Time: 1534.43 ms
[2022-01-13 00:12:11 main:574] : INFO : Epoch 1566 | loss: 0.0311077 | val_loss: 0.0311966 | Time: 1583.01 ms
[2022-01-13 00:12:13 main:574] : INFO : Epoch 1567 | loss: 0.0311112 | val_loss: 0.0312041 | Time: 1565.99 ms
[2022-01-13 00:12:15 main:574] : INFO : Epoch 1568 | loss: 0.0311124 | val_loss: 0.0311896 | Time: 1576.23 ms
[2022-01-13 00:12:16 main:574] : INFO : Epoch 1569 | loss: 0.0311124 | val_loss: 0.0311964 | Time: 1581.7 ms
[2022-01-13 00:12:18 main:574] : INFO : Epoch 1570 | loss: 0.03111 | val_loss: 0.0312012 | Time: 1578.6 ms
[2022-01-13 00:12:19 main:574] : INFO : Epoch 1571 | loss: 0.0311077 | val_loss: 0.0312004 | Time: 1581.81 ms
[2022-01-13 00:12:21 main:574] : INFO : Epoch 1572 | loss: 0.0311118 | val_loss: 0.0311918 | Time: 1594.2 ms
[2022-01-13 00:12:22 main:574] : INFO : Epoch 1573 | loss: 0.0311079 | val_loss: 0.0312054 | Time: 1589.03 ms
[2022-01-13 00:12:24 main:574] : INFO : Epoch 1574 | loss: 0.0311101 | val_loss: 0.0311882 | Time: 1590.92 ms
[2022-01-13 00:12:26 main:574] : INFO : Epoch 1575 | loss: 0.0311139 | val_loss: 0.0312016 | Time: 1570.66 ms
[2022-01-13 00:12:27 main:574] : INFO : Epoch 1576 | loss: 0.0311074 | val_loss: 0.0311999 | Time: 1572.24 ms
[2022-01-13 00:12:29 main:574] : INFO : Epoch 1577 | loss: 0.0311105 | val_loss: 0.0312068 | Time: 1597.4 ms
[2022-01-13 00:12:30 main:574] : INFO : Epoch 1578 | loss: 0.0311087 | val_loss: 0.0312004 | Time: 1578.4 ms
[2022-01-13 00:12:32 main:574] : INFO : Epoch 1579 | loss: 0.0311062 | val_loss: 0.0312054 | Time: 1610.58 ms
[2022-01-13 00:12:34 main:574] : INFO : Epoch 1580 | loss: 0.0311086 | val_loss: 0.0312107 | Time: 1606.81 ms
[2022-01-13 00:12:35 main:574] : INFO : Epoch 1581 | loss: 0.0311053 | val_loss: 0.0311968 | Time: 1608.94 ms
[2022-01-13 00:12:37 main:574] : INFO : Epoch 1582 | loss: 0.0311178 | val_loss: 0.0312032 | Time: 1579.63 ms
[2022-01-13 00:12:38 main:574] : INFO : Epoch 1583 | loss: 0.0311183 | val_loss: 0.0311963 | Time: 1618.43 ms
[2022-01-13 00:12:40 main:574] : INFO : Epoch 1584 | loss: 0.0311111 | val_loss: 0.0311994 | Time: 1576.51 ms
[2022-01-13 00:12:42 main:574] : INFO : Epoch 1585 | loss: 0.0311106 | val_loss: 0.0312035 | Time: 1578.09 ms
[2022-01-13 00:12:43 main:574] : INFO : Epoch 1586 | loss: 0.0311094 | val_loss: 0.0312066 | Time: 1597.2 ms
[2022-01-13 00:12:45 main:574] : INFO : Epoch 1587 | loss: 0.0311114 | val_loss: 0.0311929 | Time: 1609.74 ms
[2022-01-13 00:12:46 main:574] : INFO : Epoch 1588 | loss: 0.0311086 | val_loss: 0.0312012 | Time: 1620.89 ms
[2022-01-13 00:12:48 main:574] : INFO : Epoch 1589 | loss: 0.0311091 | val_loss: 0.0312013 | Time: 1638.07 ms
[2022-01-13 00:12:50 main:574] : INFO : Epoch 1590 | loss: 0.0311045 | val_loss: 0.0311979 | Time: 1652.79 ms
[2022-01-13 00:12:51 main:574] : INFO : Epoch 1591 | loss: 0.0311057 | val_loss: 0.0312062 | Time: 1608.19 ms
[2022-01-13 00:12:53 main:574] : INFO : Epoch 1592 | loss: 0.0311063 | val_loss: 0.0312111 | Time: 1534.05 ms
[2022-01-13 00:12:54 main:574] : INFO : Epoch 1593 | loss: 0.0311061 | val_loss: 0.031201 | Time: 1598.37 ms
[2022-01-13 00:12:56 main:574] : INFO : Epoch 1594 | loss: 0.0311098 | val_loss: 0.0312011 | Time: 1626.57 ms
[2022-01-13 00:12:58 main:574] : INFO : Epoch 1595 | loss: 0.0311099 | val_loss: 0.0311893 | Time: 1560.14 ms
[2022-01-13 00:12:59 main:574] : INFO : Epoch 1596 | loss: 0.0311096 | val_loss: 0.0312 | Time: 1669.14 ms
[2022-01-13 00:13:01 main:574] : INFO : Epoch 1597 | loss: 0.0311025 | val_loss: 0.0312179 | Time: 1592.02 ms
[2022-01-13 00:13:03 main:574] : INFO : Epoch 1598 | loss: 0.0311005 | val_loss: 0.0311982 | Time: 1634.77 ms
[2022-01-13 00:13:04 main:574] : INFO : Epoch 1599 | loss: 0.0311058 | val_loss: 0.0311988 | Time: 1572.55 ms
[2022-01-13 00:13:06 main:574] : INFO : Epoch 1600 | loss: 0.031101 | val_loss: 0.0312081 | Time: 1611.38 ms
[2022-01-13 00:13:07 main:574] : INFO : Epoch 1601 | loss: 0.0311003 | val_loss: 0.0312052 | Time: 1557.28 ms
[2022-01-13 00:13:09 main:574] : INFO : Epoch 1602 | loss: 0.031102 | val_loss: 0.0311949 | Time: 1558.01 ms
[2022-01-13 00:13:10 main:574] : INFO : Epoch 1603 | loss: 0.0311036 | val_loss: 0.0312036 | Time: 1519.6 ms
[2022-01-13 00:13:12 main:574] : INFO : Epoch 1604 | loss: 0.031105 | val_loss: 0.0311954 | Time: 1537.87 ms
[2022-01-13 00:13:14 main:574] : INFO : Epoch 1605 | loss: 0.0311106 | val_loss: 0.0312006 | Time: 1588.08 ms
[2022-01-13 00:13:15 main:574] : INFO : Epoch 1606 | loss: 0.0311112 | val_loss: 0.0311982 | Time: 1580.59 ms
[2022-01-13 00:13:17 main:574] : INFO : Epoch 1607 | loss: 0.0311055 | val_loss: 0.0312093 | Time: 1572.53 ms
[2022-01-13 00:13:18 main:574] : INFO : Epoch 1608 | loss: 0.031103 | val_loss: 0.0312128 | Time: 1605.43 ms
[2022-01-13 00:13:20 main:574] : INFO : Epoch 1609 | loss: 0.0311005 | val_loss: 0.0312014 | Time: 1620.26 ms
[2022-01-13 00:13:22 main:574] : INFO : Epoch 1610 | loss: 0.0310979 | val_loss: 0.0311985 | Time: 1613.76 ms
[2022-01-13 00:13:23 main:574] : INFO : Epoch 1611 | loss: 0.0311004 | val_loss: 0.0311977 | Time: 1611.24 ms
[2022-01-13 00:13:25 main:574] : INFO : Epoch 1612 | loss: 0.0311013 | val_loss: 0.0311989 | Time: 1602.5 ms
[2022-01-13 00:13:26 main:574] : INFO : Epoch 1613 | loss: 0.0311007 | val_loss: 0.0312052 | Time: 1591.99 ms
[2022-01-13 00:13:28 main:574] : INFO : Epoch 1614 | loss: 0.0311012 | val_loss: 0.0312013 | Time: 1580.83 ms
[2022-01-13 00:13:29 main:574] : INFO : Epoch 1615 | loss: 0.0311054 | val_loss: 0.0312054 | Time: 1562.72 ms
[2022-01-13 00:13:31 main:574] : INFO : Epoch 1616 | loss: 0.0311034 | val_loss: 0.0312058 | Time: 1616.27 ms
[2022-01-13 00:13:33 main:574] : INFO : Epoch 1617 | loss: 0.0310999 | val_loss: 0.0312013 | Time: 1619.15 ms
[2022-01-13 00:13:34 main:574] : INFO : Epoch 1618 | loss: 0.0311079 | val_loss: 0.0311998 | Time: 1626.1 ms
[2022-01-13 00:13:36 main:574] : INFO : Epoch 1619 | loss: 0.0311057 | val_loss: 0.0311953 | Time: 1592.51 ms
[2022-01-13 00:13:38 main:574] : INFO : Epoch 1620 | loss: 0.0311043 | val_loss: 0.0312148 | Time: 1572.27 ms
[2022-01-13 00:13:39 main:574] : INFO : Epoch 1621 | loss: 0.0311054 | val_loss: 0.0312108 | Time: 1609.61 ms
[2022-01-13 00:13:41 main:574] : INFO : Epoch 1622 | loss: 0.0311006 | val_loss: 0.0312004 | Time: 1572.12 ms
[2022-01-13 00:13:42 main:574] : INFO : Epoch 1623 | loss: 0.0310997 | val_loss: 0.0312053 | Time: 1590.63 ms
[2022-01-13 00:13:44 main:574] : INFO : Epoch 1624 | loss: 0.0311024 | val_loss: 0.0312055 | Time: 1579.62 ms
[2022-01-13 00:13:45 main:574] : INFO : Epoch 1625 | loss: 0.0311018 | val_loss: 0.031204 | Time: 1599.85 ms
[2022-01-13 00:13:47 main:574] : INFO : Epoch 1626 | loss: 0.0310997 | val_loss: 0.031204 | Time: 1605.44 ms
[2022-01-13 00:13:49 main:574] : INFO : Epoch 1627 | loss: 0.0311664 | val_loss: 0.0312131 | Time: 1585.02 ms
[2022-01-13 00:13:50 main:574] : INFO : Epoch 1628 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 1584.11 ms
[2022-01-13 00:13:52 main:574] : INFO : Epoch 1629 | loss: 0.031184 | val_loss: 0.0311839 | Time: 1612.68 ms
[2022-01-13 00:13:53 main:574] : INFO : Epoch 1630 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 1616.05 ms
[2022-01-13 00:13:55 main:574] : INFO : Epoch 1631 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 1628.21 ms
[2022-01-13 00:13:57 main:574] : INFO : Epoch 1632 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1611.92 ms
[2022-01-13 00:13:58 main:574] : INFO : Epoch 1633 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 1564.7 ms
[2022-01-13 00:14:00 main:574] : INFO : Epoch 1634 | loss: 0.0311622 | val_loss: 0.0311764 | Time: 1565.25 ms
[2022-01-13 00:14:02 main:574] : INFO : Epoch 1635 | loss: 0.0311606 | val_loss: 0.0311756 | Time: 1635.62 ms
[2022-01-13 00:14:03 main:574] : INFO : Epoch 1636 | loss: 0.0311599 | val_loss: 0.0311793 | Time: 1596.7 ms
[2022-01-13 00:14:05 main:574] : INFO : Epoch 1637 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 1622.46 ms
[2022-01-13 00:14:06 main:574] : INFO : Epoch 1638 | loss: 0.0311567 | val_loss: 0.0311791 | Time: 1588 ms
[2022-01-13 00:14:08 main:574] : INFO : Epoch 1639 | loss: 0.0311566 | val_loss: 0.0311802 | Time: 1612.29 ms
[2022-01-13 00:14:09 main:574] : INFO : Epoch 1640 | loss: 0.031155 | val_loss: 0.0311754 | Time: 1555.55 ms
[2022-01-13 00:14:11 main:574] : INFO : Epoch 1641 | loss: 0.0311545 | val_loss: 0.0311761 | Time: 1583.25 ms
[2022-01-13 00:14:13 main:574] : INFO : Epoch 1642 | loss: 0.0311527 | val_loss: 0.0311869 | Time: 1574.84 ms
[2022-01-13 00:14:14 main:574] : INFO : Epoch 1643 | loss: 0.0311527 | val_loss: 0.0311776 | Time: 1589.28 ms
[2022-01-13 00:14:16 main:574] : INFO : Epoch 1644 | loss: 0.0311509 | val_loss: 0.0311784 | Time: 1587.61 ms
[2022-01-13 00:14:17 main:574] : INFO : Epoch 1645 | loss: 0.0311508 | val_loss: 0.0311771 | Time: 1628.49 ms
[2022-01-13 00:14:19 main:574] : INFO : Epoch 1646 | loss: 0.0311499 | val_loss: 0.0311788 | Time: 1590.7 ms
[2022-01-13 00:14:21 main:574] : INFO : Epoch 1647 | loss: 0.0311497 | val_loss: 0.0311814 | Time: 1605.85 ms
[2022-01-13 00:14:22 main:574] : INFO : Epoch 1648 | loss: 0.0311529 | val_loss: 0.0311771 | Time: 1626.58 ms
[2022-01-13 00:14:24 main:574] : INFO : Epoch 1649 | loss: 0.0311506 | val_loss: 0.0311779 | Time: 1586.28 ms
[2022-01-13 00:14:26 main:574] : INFO : Epoch 1650 | loss: 0.0311503 | val_loss: 0.031176 | Time: 1627.7 ms
[2022-01-13 00:14:27 main:574] : INFO : Epoch 1651 | loss: 0.0311485 | val_loss: 0.0311797 | Time: 1618.24 ms
[2022-01-13 00:14:29 main:574] : INFO : Epoch 1652 | loss: 0.0311471 | val_loss: 0.031178 | Time: 1612.06 ms
[2022-01-13 00:14:30 main:574] : INFO : Epoch 1653 | loss: 0.0311455 | val_loss: 0.031182 | Time: 1607.71 ms
[2022-01-13 00:14:32 main:574] : INFO : Epoch 1654 | loss: 0.0311447 | val_loss: 0.0311819 | Time: 1644.65 ms
[2022-01-13 00:14:34 main:574] : INFO : Epoch 1655 | loss: 0.031144 | val_loss: 0.0311842 | Time: 1595.79 ms
[2022-01-13 00:14:35 main:574] : INFO : Epoch 1656 | loss: 0.0311477 | val_loss: 0.0311809 | Time: 1598.85 ms
[2022-01-13 00:14:37 main:574] : INFO : Epoch 1657 | loss: 0.0311459 | val_loss: 0.0311805 | Time: 1589.23 ms
[2022-01-13 00:14:38 main:574] : INFO : Epoch 1658 | loss: 0.0311436 | val_loss: 0.0311805 | Time: 1612.56 ms
[2022-01-13 00:14:40 main:574] : INFO : Epoch 1659 | loss: 0.0311412 | val_loss: 0.0311801 | Time: 1639.23 ms
[2022-01-13 00:14:42 main:574] : INFO : Epoch 1660 | loss: 0.0311432 | val_loss: 0.0311884 | Time: 1571.91 ms
[2022-01-13 00:14:43 main:574] : INFO : Epoch 1661 | loss: 0.031146 | val_loss: 0.0311883 | Time: 1533 ms
[2022-01-13 00:14:45 main:574] : INFO : Epoch 1662 | loss: 0.0311463 | val_loss: 0.0311811 | Time: 1591.47 ms
[2022-01-13 00:14:46 main:574] : INFO : Epoch 1663 | loss: 0.0311414 | val_loss: 0.0311834 | Time: 1584.01 ms
[2022-01-13 00:14:48 main:574] : INFO : Epoch 1664 | loss: 0.0311414 | val_loss: 0.0311829 | Time: 1599.3 ms
[2022-01-13 00:14:50 main:574] : INFO : Epoch 1665 | loss: 0.0311383 | val_loss: 0.0311886 | Time: 1598.03 ms
[2022-01-13 00:14:51 main:574] : INFO : Epoch 1666 | loss: 0.0311382 | val_loss: 0.0311831 | Time: 1574.03 ms
[2022-01-13 00:14:53 main:574] : INFO : Epoch 1667 | loss: 0.0311392 | val_loss: 0.0311872 | Time: 1642.84 ms
[2022-01-13 00:14:54 main:574] : INFO : Epoch 1668 | loss: 0.0311368 | val_loss: 0.0311926 | Time: 1598.9 ms
[2022-01-13 00:14:56 main:574] : INFO : Epoch 1669 | loss: 0.0311368 | val_loss: 0.0311833 | Time: 1582.23 ms
[2022-01-13 00:14:58 main:574] : INFO : Epoch 1670 | loss: 0.0311359 | val_loss: 0.0311854 | Time: 1590.86 ms
[2022-01-13 00:14:59 main:574] : INFO : Epoch 1671 | loss: 0.0311368 | val_loss: 0.0311835 | Time: 1587.43 ms
[2022-01-13 00:15:01 main:574] : INFO : Epoch 1672 | loss: 0.0311369 | val_loss: 0.0311836 | Time: 1607.31 ms
[2022-01-13 00:15:02 main:574] : INFO : Epoch 1673 | loss: 0.0311395 | val_loss: 0.0311923 | Time: 1567.19 ms
[2022-01-13 00:15:04 main:574] : INFO : Epoch 1674 | loss: 0.0311409 | val_loss: 0.0311864 | Time: 1600.88 ms
[2022-01-13 00:15:06 main:574] : INFO : Epoch 1675 | loss: 0.0311425 | val_loss: 0.0311881 | Time: 1602.89 ms
[2022-01-13 00:15:07 main:574] : INFO : Epoch 1676 | loss: 0.0311406 | val_loss: 0.031186 | Time: 1568.32 ms
[2022-01-13 00:15:09 main:574] : INFO : Epoch 1677 | loss: 0.0311397 | val_loss: 0.0311907 | Time: 1629.23 ms
[2022-01-13 00:15:10 main:574] : INFO : Epoch 1678 | loss: 0.0311393 | val_loss: 0.0311874 | Time: 1568.65 ms
[2022-01-13 00:15:12 main:574] : INFO : Epoch 1679 | loss: 0.0311369 | val_loss: 0.0311865 | Time: 1599.2 ms
[2022-01-13 00:15:14 main:574] : INFO : Epoch 1680 | loss: 0.0311369 | val_loss: 0.0311881 | Time: 1589.19 ms
[2022-01-13 00:15:15 main:574] : INFO : Epoch 1681 | loss: 0.0311382 | val_loss: 0.0311926 | Time: 1606.21 ms
[2022-01-13 00:15:17 main:574] : INFO : Epoch 1682 | loss: 0.031139 | val_loss: 0.0311861 | Time: 1555.69 ms
[2022-01-13 00:15:18 main:574] : INFO : Epoch 1683 | loss: 0.0311367 | val_loss: 0.0311911 | Time: 1557.01 ms
[2022-01-13 00:15:20 main:574] : INFO : Epoch 1684 | loss: 0.0311348 | val_loss: 0.0311828 | Time: 1608.45 ms
[2022-01-13 00:15:21 main:574] : INFO : Epoch 1685 | loss: 0.0311351 | val_loss: 0.0311844 | Time: 1617.04 ms
[2022-01-13 00:15:23 main:574] : INFO : Epoch 1686 | loss: 0.0311332 | val_loss: 0.0311954 | Time: 1594.96 ms
[2022-01-13 00:15:25 main:574] : INFO : Epoch 1687 | loss: 0.0311336 | val_loss: 0.0311874 | Time: 1640.67 ms
[2022-01-13 00:15:26 main:574] : INFO : Epoch 1688 | loss: 0.0311349 | val_loss: 0.0311845 | Time: 1591.23 ms
[2022-01-13 00:15:28 main:574] : INFO : Epoch 1689 | loss: 0.0311356 | val_loss: 0.0311854 | Time: 1615.81 ms
[2022-01-13 00:15:30 main:574] : INFO : Epoch 1690 | loss: 0.0311353 | val_loss: 0.0311873 | Time: 1616.71 ms
[2022-01-13 00:15:31 main:574] : INFO : Epoch 1691 | loss: 0.0311353 | val_loss: 0.0311834 | Time: 1615.08 ms
[2022-01-13 00:15:33 main:574] : INFO : Epoch 1692 | loss: 0.0311356 | val_loss: 0.0311829 | Time: 1584.58 ms
[2022-01-13 00:15:34 main:574] : INFO : Epoch 1693 | loss: 0.0311364 | val_loss: 0.0311832 | Time: 1594.17 ms
[2022-01-13 00:15:36 main:574] : INFO : Epoch 1694 | loss: 0.0311469 | val_loss: 0.031187 | Time: 1603.16 ms
[2022-01-13 00:15:38 main:574] : INFO : Epoch 1695 | loss: 0.0311412 | val_loss: 0.031185 | Time: 1648.5 ms
[2022-01-13 00:15:39 main:574] : INFO : Epoch 1696 | loss: 0.0311396 | val_loss: 0.0311885 | Time: 1637.66 ms
[2022-01-13 00:15:41 main:574] : INFO : Epoch 1697 | loss: 0.0311394 | val_loss: 0.0311871 | Time: 1601.41 ms
[2022-01-13 00:15:42 main:574] : INFO : Epoch 1698 | loss: 0.0311343 | val_loss: 0.0311861 | Time: 1622.95 ms
[2022-01-13 00:15:44 main:574] : INFO : Epoch 1699 | loss: 0.0311334 | val_loss: 0.0311864 | Time: 1642.85 ms
[2022-01-13 00:15:46 main:574] : INFO : Epoch 1700 | loss: 0.0311342 | val_loss: 0.0311853 | Time: 1571.22 ms
[2022-01-13 00:15:47 main:574] : INFO : Epoch 1701 | loss: 0.0311403 | val_loss: 0.0311959 | Time: 1595.54 ms
[2022-01-13 00:15:49 main:574] : INFO : Epoch 1702 | loss: 0.0311373 | val_loss: 0.0311815 | Time: 1671.22 ms
[2022-01-13 00:15:51 main:574] : INFO : Epoch 1703 | loss: 0.0311334 | val_loss: 0.0311867 | Time: 1651.51 ms
[2022-01-13 00:15:52 main:574] : INFO : Epoch 1704 | loss: 0.0311323 | val_loss: 0.0311893 | Time: 1604.84 ms
[2022-01-13 00:15:54 main:574] : INFO : Epoch 1705 | loss: 0.0311345 | val_loss: 0.0311851 | Time: 1545.89 ms
[2022-01-13 00:15:55 main:574] : INFO : Epoch 1706 | loss: 0.0311342 | val_loss: 0.0311902 | Time: 1551.39 ms
[2022-01-13 00:15:57 main:574] : INFO : Epoch 1707 | loss: 0.0311316 | val_loss: 0.0311843 | Time: 1581.65 ms
[2022-01-13 00:15:58 main:574] : INFO : Epoch 1708 | loss: 0.0311301 | val_loss: 0.0311856 | Time: 1559.24 ms
[2022-01-13 00:16:00 main:574] : INFO : Epoch 1709 | loss: 0.0311323 | val_loss: 0.0311924 | Time: 1594.34 ms
[2022-01-13 00:16:02 main:574] : INFO : Epoch 1710 | loss: 0.0311356 | val_loss: 0.0311845 | Time: 1580.53 ms
[2022-01-13 00:16:03 main:574] : INFO : Epoch 1711 | loss: 0.0311295 | val_loss: 0.0311792 | Time: 1593.4 ms
[2022-01-13 00:16:05 main:574] : INFO : Epoch 1712 | loss: 0.0311277 | val_loss: 0.0311913 | Time: 1585.38 ms
[2022-01-13 00:16:06 main:574] : INFO : Epoch 1713 | loss: 0.0311347 | val_loss: 0.0311883 | Time: 1576.43 ms
[2022-01-13 00:16:08 main:574] : INFO : Epoch 1714 | loss: 0.0311307 | val_loss: 0.0311907 | Time: 1595.2 ms
[2022-01-13 00:16:10 main:574] : INFO : Epoch 1715 | loss: 0.0311264 | val_loss: 0.0311863 | Time: 1608.36 ms
[2022-01-13 00:16:11 main:574] : INFO : Epoch 1716 | loss: 0.0311243 | val_loss: 0.0311943 | Time: 1596.56 ms
[2022-01-13 00:16:13 main:574] : INFO : Epoch 1717 | loss: 0.031126 | val_loss: 0.0311897 | Time: 1572.41 ms
[2022-01-13 00:16:14 main:574] : INFO : Epoch 1718 | loss: 0.0311245 | val_loss: 0.0311907 | Time: 1571.73 ms
[2022-01-13 00:16:16 main:574] : INFO : Epoch 1719 | loss: 0.0311232 | val_loss: 0.0311927 | Time: 1539.2 ms
[2022-01-13 00:16:17 main:574] : INFO : Epoch 1720 | loss: 0.0311234 | val_loss: 0.0311892 | Time: 1576.4 ms
[2022-01-13 00:16:19 main:574] : INFO : Epoch 1721 | loss: 0.0311243 | val_loss: 0.0311953 | Time: 1594.26 ms
[2022-01-13 00:16:21 main:574] : INFO : Epoch 1722 | loss: 0.0311253 | val_loss: 0.0311907 | Time: 1574.23 ms
[2022-01-13 00:16:22 main:574] : INFO : Epoch 1723 | loss: 0.0311322 | val_loss: 0.0311859 | Time: 1579.72 ms
[2022-01-13 00:16:24 main:574] : INFO : Epoch 1724 | loss: 0.0311567 | val_loss: 0.0311845 | Time: 1553.31 ms
[2022-01-13 00:16:25 main:574] : INFO : Epoch 1725 | loss: 0.0311562 | val_loss: 0.0311811 | Time: 1559.96 ms
[2022-01-13 00:16:27 main:574] : INFO : Epoch 1726 | loss: 0.0311496 | val_loss: 0.0311829 | Time: 1602.88 ms
[2022-01-13 00:16:29 main:574] : INFO : Epoch 1727 | loss: 0.0311434 | val_loss: 0.0311802 | Time: 1550.72 ms
[2022-01-13 00:16:30 main:574] : INFO : Epoch 1728 | loss: 0.0311381 | val_loss: 0.0311818 | Time: 1595.57 ms
[2022-01-13 00:16:32 main:574] : INFO : Epoch 1729 | loss: 0.0311358 | val_loss: 0.0311814 | Time: 1609.52 ms
[2022-01-13 00:16:33 main:574] : INFO : Epoch 1730 | loss: 0.0311359 | val_loss: 0.03118 | Time: 1556.78 ms
[2022-01-13 00:16:35 main:574] : INFO : Epoch 1731 | loss: 0.031136 | val_loss: 0.0311795 | Time: 1606.33 ms
[2022-01-13 00:16:36 main:574] : INFO : Epoch 1732 | loss: 0.0311428 | val_loss: 0.0311808 | Time: 1543.24 ms
[2022-01-13 00:16:38 main:574] : INFO : Epoch 1733 | loss: 0.0311376 | val_loss: 0.0311855 | Time: 1586.92 ms
[2022-01-13 00:16:40 main:574] : INFO : Epoch 1734 | loss: 0.0311304 | val_loss: 0.0311822 | Time: 1559.89 ms
[2022-01-13 00:16:41 main:574] : INFO : Epoch 1735 | loss: 0.0311312 | val_loss: 0.0311878 | Time: 1628.22 ms
[2022-01-13 00:16:43 main:574] : INFO : Epoch 1736 | loss: 0.0311267 | val_loss: 0.0311878 | Time: 1627.55 ms
[2022-01-13 00:16:44 main:574] : INFO : Epoch 1737 | loss: 0.0311559 | val_loss: 0.0311794 | Time: 1577.5 ms
[2022-01-13 00:16:46 main:574] : INFO : Epoch 1738 | loss: 0.0311584 | val_loss: 0.0311776 | Time: 1631.41 ms
[2022-01-13 00:16:48 main:574] : INFO : Epoch 1739 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1612.78 ms
[2022-01-13 00:16:49 main:574] : INFO : Epoch 1740 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 1584.71 ms
[2022-01-13 00:16:51 main:574] : INFO : Epoch 1741 | loss: 0.0311518 | val_loss: 0.0311773 | Time: 1606.05 ms
[2022-01-13 00:16:53 main:574] : INFO : Epoch 1742 | loss: 0.0311481 | val_loss: 0.0311757 | Time: 1635.39 ms
[2022-01-13 00:16:54 main:574] : INFO : Epoch 1743 | loss: 0.0311453 | val_loss: 0.0311766 | Time: 1618.36 ms
[2022-01-13 00:16:56 main:574] : INFO : Epoch 1744 | loss: 0.0311413 | val_loss: 0.0311789 | Time: 1645.44 ms
[2022-01-13 00:16:57 main:574] : INFO : Epoch 1745 | loss: 0.0311463 | val_loss: 0.0311808 | Time: 1568.2 ms
[2022-01-13 00:16:59 main:574] : INFO : Epoch 1746 | loss: 0.0311566 | val_loss: 0.0311772 | Time: 1597.04 ms
[2022-01-13 00:17:01 main:574] : INFO : Epoch 1747 | loss: 0.0311514 | val_loss: 0.0311769 | Time: 1595.54 ms
[2022-01-13 00:17:02 main:574] : INFO : Epoch 1748 | loss: 0.031148 | val_loss: 0.0311764 | Time: 1591.11 ms
[2022-01-13 00:17:04 main:574] : INFO : Epoch 1749 | loss: 0.0311434 | val_loss: 0.0311807 | Time: 1612.32 ms
[2022-01-13 00:17:05 main:574] : INFO : Epoch 1750 | loss: 0.0311407 | val_loss: 0.0311785 | Time: 1560.42 ms
[2022-01-13 00:17:07 main:574] : INFO : Epoch 1751 | loss: 0.0311392 | val_loss: 0.0311766 | Time: 1575.59 ms
[2022-01-13 00:17:08 main:574] : INFO : Epoch 1752 | loss: 0.0311381 | val_loss: 0.0311818 | Time: 1572.98 ms
[2022-01-13 00:17:10 main:574] : INFO : Epoch 1753 | loss: 0.0311355 | val_loss: 0.0311797 | Time: 1574.65 ms
[2022-01-13 00:17:12 main:574] : INFO : Epoch 1754 | loss: 0.0311338 | val_loss: 0.0311801 | Time: 1589.26 ms
[2022-01-13 00:17:13 main:574] : INFO : Epoch 1755 | loss: 0.0311332 | val_loss: 0.0311777 | Time: 1576.96 ms
[2022-01-13 00:17:15 main:574] : INFO : Epoch 1756 | loss: 0.0311305 | val_loss: 0.0311827 | Time: 1612.49 ms
[2022-01-13 00:17:16 main:574] : INFO : Epoch 1757 | loss: 0.03113 | val_loss: 0.0311814 | Time: 1561.99 ms
[2022-01-13 00:17:18 main:574] : INFO : Epoch 1758 | loss: 0.0311304 | val_loss: 0.0311828 | Time: 1603.53 ms
[2022-01-13 00:17:20 main:574] : INFO : Epoch 1759 | loss: 0.0311282 | val_loss: 0.0311831 | Time: 1551.38 ms
[2022-01-13 00:17:21 main:574] : INFO : Epoch 1760 | loss: 0.0311296 | val_loss: 0.0311845 | Time: 1577.34 ms
[2022-01-13 00:17:23 main:574] : INFO : Epoch 1761 | loss: 0.031128 | val_loss: 0.031188 | Time: 1552.47 ms
[2022-01-13 00:17:24 main:574] : INFO : Epoch 1762 | loss: 0.0311257 | val_loss: 0.0311893 | Time: 1594.66 ms
[2022-01-13 00:17:26 main:574] : INFO : Epoch 1763 | loss: 0.031129 | val_loss: 0.031195 | Time: 1551.41 ms
[2022-01-13 00:17:27 main:574] : INFO : Epoch 1764 | loss: 0.0311516 | val_loss: 0.0311741 | Time: 1609.21 ms
[2022-01-13 00:17:29 main:574] : INFO : Epoch 1765 | loss: 0.0311473 | val_loss: 0.0311791 | Time: 1560.53 ms
[2022-01-13 00:17:31 main:574] : INFO : Epoch 1766 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 1592.3 ms
[2022-01-13 00:17:32 main:574] : INFO : Epoch 1767 | loss: 0.0311367 | val_loss: 0.0311874 | Time: 1570.68 ms
[2022-01-13 00:17:34 main:574] : INFO : Epoch 1768 | loss: 0.0311367 | val_loss: 0.03118 | Time: 1559.62 ms
[2022-01-13 00:17:35 main:574] : INFO : Epoch 1769 | loss: 0.0311349 | val_loss: 0.031178 | Time: 1559.04 ms
[2022-01-13 00:17:37 main:574] : INFO : Epoch 1770 | loss: 0.0311324 | val_loss: 0.0311808 | Time: 1538.07 ms
[2022-01-13 00:17:38 main:574] : INFO : Epoch 1771 | loss: 0.0311314 | val_loss: 0.0311782 | Time: 1606.43 ms
[2022-01-13 00:17:40 main:574] : INFO : Epoch 1772 | loss: 0.0311305 | val_loss: 0.0311799 | Time: 1631.54 ms
[2022-01-13 00:17:42 main:574] : INFO : Epoch 1773 | loss: 0.0311269 | val_loss: 0.0311894 | Time: 1637.79 ms
[2022-01-13 00:17:43 main:574] : INFO : Epoch 1774 | loss: 0.031126 | val_loss: 0.0311816 | Time: 1586.43 ms
[2022-01-13 00:17:45 main:574] : INFO : Epoch 1775 | loss: 0.0311285 | val_loss: 0.0311871 | Time: 1647.07 ms
[2022-01-13 00:17:47 main:574] : INFO : Epoch 1776 | loss: 0.0311261 | val_loss: 0.0311868 | Time: 1564.36 ms
[2022-01-13 00:17:48 main:574] : INFO : Epoch 1777 | loss: 0.031125 | val_loss: 0.031183 | Time: 1615.4 ms
[2022-01-13 00:17:50 main:574] : INFO : Epoch 1778 | loss: 0.031123 | val_loss: 0.0311934 | Time: 1582.74 ms
[2022-01-13 00:17:51 main:574] : INFO : Epoch 1779 | loss: 0.0311232 | val_loss: 0.0311867 | Time: 1608.64 ms
[2022-01-13 00:17:53 main:574] : INFO : Epoch 1780 | loss: 0.0311232 | val_loss: 0.0311891 | Time: 1588.81 ms
[2022-01-13 00:17:55 main:574] : INFO : Epoch 1781 | loss: 0.0311206 | val_loss: 0.0311855 | Time: 1565.92 ms
[2022-01-13 00:17:56 main:574] : INFO : Epoch 1782 | loss: 0.0311224 | val_loss: 0.0311972 | Time: 1616.48 ms
[2022-01-13 00:17:58 main:574] : INFO : Epoch 1783 | loss: 0.031122 | val_loss: 0.0311842 | Time: 1635.73 ms
[2022-01-13 00:17:59 main:574] : INFO : Epoch 1784 | loss: 0.0311212 | val_loss: 0.0311927 | Time: 1617.46 ms
[2022-01-13 00:18:01 main:574] : INFO : Epoch 1785 | loss: 0.0311243 | val_loss: 0.0311799 | Time: 1631.23 ms
[2022-01-13 00:18:03 main:574] : INFO : Epoch 1786 | loss: 0.0311243 | val_loss: 0.0311789 | Time: 1633.82 ms
[2022-01-13 00:18:04 main:574] : INFO : Epoch 1787 | loss: 0.0311234 | val_loss: 0.0311845 | Time: 1563.44 ms
[2022-01-13 00:18:06 main:574] : INFO : Epoch 1788 | loss: 0.0311199 | val_loss: 0.0311869 | Time: 1585.83 ms
[2022-01-13 00:18:07 main:574] : INFO : Epoch 1789 | loss: 0.0311193 | val_loss: 0.031192 | Time: 1591.87 ms
[2022-01-13 00:18:09 main:574] : INFO : Epoch 1790 | loss: 0.0311208 | val_loss: 0.0311958 | Time: 1592.05 ms
[2022-01-13 00:18:11 main:574] : INFO : Epoch 1791 | loss: 0.0311186 | val_loss: 0.0311839 | Time: 1628.89 ms
[2022-01-13 00:18:12 main:574] : INFO : Epoch 1792 | loss: 0.0311161 | val_loss: 0.0311838 | Time: 1571.65 ms
[2022-01-13 00:18:14 main:574] : INFO : Epoch 1793 | loss: 0.0311172 | val_loss: 0.0311898 | Time: 1622.54 ms
[2022-01-13 00:18:15 main:574] : INFO : Epoch 1794 | loss: 0.0311164 | val_loss: 0.0312 | Time: 1620.24 ms
[2022-01-13 00:18:17 main:574] : INFO : Epoch 1795 | loss: 0.0311215 | val_loss: 0.0311946 | Time: 1557.34 ms
[2022-01-13 00:18:19 main:574] : INFO : Epoch 1796 | loss: 0.0311305 | val_loss: 0.0311814 | Time: 1585.9 ms
[2022-01-13 00:18:20 main:574] : INFO : Epoch 1797 | loss: 0.031126 | val_loss: 0.0311835 | Time: 1640.04 ms
[2022-01-13 00:18:22 main:574] : INFO : Epoch 1798 | loss: 0.0311214 | val_loss: 0.031186 | Time: 1582.52 ms
[2022-01-13 00:18:23 main:574] : INFO : Epoch 1799 | loss: 0.0311197 | val_loss: 0.0311924 | Time: 1588.46 ms
[2022-01-13 00:18:25 main:574] : INFO : Epoch 1800 | loss: 0.0311176 | val_loss: 0.0311917 | Time: 1578.48 ms
[2022-01-13 00:18:27 main:574] : INFO : Epoch 1801 | loss: 0.0311157 | val_loss: 0.0311882 | Time: 1620.26 ms
[2022-01-13 00:18:28 main:574] : INFO : Epoch 1802 | loss: 0.0311138 | val_loss: 0.0311938 | Time: 1615.55 ms
[2022-01-13 00:18:30 main:574] : INFO : Epoch 1803 | loss: 0.0311141 | val_loss: 0.0311966 | Time: 1582.09 ms
[2022-01-13 00:18:31 main:574] : INFO : Epoch 1804 | loss: 0.0311171 | val_loss: 0.0311891 | Time: 1595.76 ms
[2022-01-13 00:18:33 main:574] : INFO : Epoch 1805 | loss: 0.0311244 | val_loss: 0.0311825 | Time: 1609.04 ms
[2022-01-13 00:18:35 main:574] : INFO : Epoch 1806 | loss: 0.0311233 | val_loss: 0.0311944 | Time: 1672.56 ms
[2022-01-13 00:18:36 main:574] : INFO : Epoch 1807 | loss: 0.031117 | val_loss: 0.031192 | Time: 1585.5 ms
[2022-01-13 00:18:38 main:574] : INFO : Epoch 1808 | loss: 0.0311147 | val_loss: 0.0311954 | Time: 1581.65 ms
[2022-01-13 00:18:39 main:574] : INFO : Epoch 1809 | loss: 0.0311157 | val_loss: 0.0311904 | Time: 1583.82 ms
[2022-01-13 00:18:41 main:574] : INFO : Epoch 1810 | loss: 0.031112 | val_loss: 0.0311855 | Time: 1558.07 ms
[2022-01-13 00:18:43 main:574] : INFO : Epoch 1811 | loss: 0.0311147 | val_loss: 0.0311924 | Time: 1583.98 ms
[2022-01-13 00:18:44 main:574] : INFO : Epoch 1812 | loss: 0.0311139 | val_loss: 0.0311914 | Time: 1590.09 ms
[2022-01-13 00:18:46 main:574] : INFO : Epoch 1813 | loss: 0.031112 | val_loss: 0.0311879 | Time: 1656.91 ms
[2022-01-13 00:18:48 main:574] : INFO : Epoch 1814 | loss: 0.0311159 | val_loss: 0.0311895 | Time: 1627.5 ms
[2022-01-13 00:18:49 main:574] : INFO : Epoch 1815 | loss: 0.0311129 | val_loss: 0.0311864 | Time: 1555.14 ms
[2022-01-13 00:18:51 main:574] : INFO : Epoch 1816 | loss: 0.0311124 | val_loss: 0.0311835 | Time: 1608.5 ms
[2022-01-13 00:18:52 main:574] : INFO : Epoch 1817 | loss: 0.0311141 | val_loss: 0.0311979 | Time: 1558.69 ms
[2022-01-13 00:18:54 main:574] : INFO : Epoch 1818 | loss: 0.0311181 | val_loss: 0.031188 | Time: 1617.39 ms
[2022-01-13 00:18:55 main:574] : INFO : Epoch 1819 | loss: 0.0311187 | val_loss: 0.031185 | Time: 1600.67 ms
[2022-01-13 00:18:57 main:574] : INFO : Epoch 1820 | loss: 0.0311167 | val_loss: 0.0311881 | Time: 1650.75 ms
[2022-01-13 00:18:59 main:574] : INFO : Epoch 1821 | loss: 0.0311156 | val_loss: 0.0311874 | Time: 1593.52 ms
[2022-01-13 00:19:00 main:574] : INFO : Epoch 1822 | loss: 0.0311144 | val_loss: 0.0311855 | Time: 1554.98 ms
[2022-01-13 00:19:02 main:574] : INFO : Epoch 1823 | loss: 0.0311118 | val_loss: 0.0311926 | Time: 1606.81 ms
[2022-01-13 00:19:03 main:574] : INFO : Epoch 1824 | loss: 0.0311138 | val_loss: 0.0311947 | Time: 1581.2 ms
[2022-01-13 00:19:05 main:574] : INFO : Epoch 1825 | loss: 0.0311107 | val_loss: 0.0311951 | Time: 1588.19 ms
[2022-01-13 00:19:07 main:574] : INFO : Epoch 1826 | loss: 0.0311076 | val_loss: 0.0312065 | Time: 1571.23 ms
[2022-01-13 00:19:08 main:574] : INFO : Epoch 1827 | loss: 0.0311091 | val_loss: 0.0311927 | Time: 1593.19 ms
[2022-01-13 00:19:10 main:574] : INFO : Epoch 1828 | loss: 0.03111 | val_loss: 0.031201 | Time: 1620.93 ms
[2022-01-13 00:19:11 main:574] : INFO : Epoch 1829 | loss: 0.0311058 | val_loss: 0.0311955 | Time: 1540.2 ms
[2022-01-13 00:19:13 main:574] : INFO : Epoch 1830 | loss: 0.0311055 | val_loss: 0.0311968 | Time: 1603.84 ms
[2022-01-13 00:19:15 main:574] : INFO : Epoch 1831 | loss: 0.0311088 | val_loss: 0.0312053 | Time: 1607.47 ms
[2022-01-13 00:19:16 main:574] : INFO : Epoch 1832 | loss: 0.031113 | val_loss: 0.0311947 | Time: 1612.16 ms
[2022-01-13 00:19:18 main:574] : INFO : Epoch 1833 | loss: 0.0311108 | val_loss: 0.0311999 | Time: 1588.4 ms
[2022-01-13 00:19:19 main:574] : INFO : Epoch 1834 | loss: 0.0311086 | val_loss: 0.0311926 | Time: 1618.41 ms
[2022-01-13 00:19:21 main:574] : INFO : Epoch 1835 | loss: 0.0311124 | val_loss: 0.0311955 | Time: 1578.03 ms
[2022-01-13 00:19:23 main:574] : INFO : Epoch 1836 | loss: 0.031111 | val_loss: 0.0311995 | Time: 1569.87 ms
[2022-01-13 00:19:24 main:574] : INFO : Epoch 1837 | loss: 0.0311123 | val_loss: 0.031184 | Time: 1557.27 ms
[2022-01-13 00:19:26 main:574] : INFO : Epoch 1838 | loss: 0.0311127 | val_loss: 0.0311874 | Time: 1576.9 ms
[2022-01-13 00:19:27 main:574] : INFO : Epoch 1839 | loss: 0.0311071 | val_loss: 0.0311929 | Time: 1567.53 ms
[2022-01-13 00:19:29 main:574] : INFO : Epoch 1840 | loss: 0.0311037 | val_loss: 0.0311946 | Time: 1633.24 ms
[2022-01-13 00:19:31 main:574] : INFO : Epoch 1841 | loss: 0.0311036 | val_loss: 0.0311912 | Time: 1640.68 ms
[2022-01-13 00:19:32 main:574] : INFO : Epoch 1842 | loss: 0.0311067 | val_loss: 0.0311899 | Time: 1610.26 ms
[2022-01-13 00:19:34 main:574] : INFO : Epoch 1843 | loss: 0.0311083 | val_loss: 0.0311927 | Time: 1607.02 ms
[2022-01-13 00:19:35 main:574] : INFO : Epoch 1844 | loss: 0.0311055 | val_loss: 0.0311997 | Time: 1597.25 ms
[2022-01-13 00:19:37 main:574] : INFO : Epoch 1845 | loss: 0.0311062 | val_loss: 0.0311908 | Time: 1558.96 ms
[2022-01-13 00:19:39 main:574] : INFO : Epoch 1846 | loss: 0.031108 | val_loss: 0.0311891 | Time: 1576.77 ms
[2022-01-13 00:19:40 main:574] : INFO : Epoch 1847 | loss: 0.0311052 | val_loss: 0.0311947 | Time: 1603.62 ms
[2022-01-13 00:19:42 main:574] : INFO : Epoch 1848 | loss: 0.0311154 | val_loss: 0.0311883 | Time: 1606.46 ms
[2022-01-13 00:19:43 main:574] : INFO : Epoch 1849 | loss: 0.0311153 | val_loss: 0.0311937 | Time: 1615.94 ms
[2022-01-13 00:19:45 main:574] : INFO : Epoch 1850 | loss: 0.0311087 | val_loss: 0.0312026 | Time: 1579.11 ms
[2022-01-13 00:19:47 main:574] : INFO : Epoch 1851 | loss: 0.0311075 | val_loss: 0.0312009 | Time: 1592.96 ms
[2022-01-13 00:19:48 main:574] : INFO : Epoch 1852 | loss: 0.0311068 | val_loss: 0.0312025 | Time: 1638.84 ms
[2022-01-13 00:19:50 main:574] : INFO : Epoch 1853 | loss: 0.0311056 | val_loss: 0.0311949 | Time: 1617.14 ms
[2022-01-13 00:19:51 main:574] : INFO : Epoch 1854 | loss: 0.0311009 | val_loss: 0.031193 | Time: 1590.57 ms
[2022-01-13 00:19:53 main:574] : INFO : Epoch 1855 | loss: 0.0311056 | val_loss: 0.0311973 | Time: 1574.59 ms
[2022-01-13 00:19:55 main:574] : INFO : Epoch 1856 | loss: 0.0311056 | val_loss: 0.0311958 | Time: 1585.61 ms
[2022-01-13 00:19:56 main:574] : INFO : Epoch 1857 | loss: 0.0311023 | val_loss: 0.031206 | Time: 1605.6 ms
[2022-01-13 00:19:58 main:574] : INFO : Epoch 1858 | loss: 0.0311045 | val_loss: 0.0311932 | Time: 1600.24 ms
[2022-01-13 00:19:59 main:574] : INFO : Epoch 1859 | loss: 0.031107 | val_loss: 0.0311979 | Time: 1590.64 ms
[2022-01-13 00:20:01 main:574] : INFO : Epoch 1860 | loss: 0.0312034 | val_loss: 0.0313175 | Time: 1563.89 ms
[2022-01-13 00:20:03 main:574] : INFO : Epoch 1861 | loss: 0.0313649 | val_loss: 0.0317043 | Time: 1557.9 ms
[2022-01-13 00:20:04 main:574] : INFO : Epoch 1862 | loss: 0.0323817 | val_loss: 0.0315526 | Time: 1567.42 ms
[2022-01-13 00:20:06 main:574] : INFO : Epoch 1863 | loss: 0.0365327 | val_loss: 0.033796 | Time: 1581.64 ms
[2022-01-13 00:20:07 main:574] : INFO : Epoch 1864 | loss: 0.033176 | val_loss: 0.0315712 | Time: 1530.07 ms
[2022-01-13 00:20:09 main:574] : INFO : Epoch 1865 | loss: 0.0314643 | val_loss: 0.0313146 | Time: 1562.21 ms
[2022-01-13 00:20:10 main:574] : INFO : Epoch 1866 | loss: 0.0312891 | val_loss: 0.0312683 | Time: 1586.88 ms
[2022-01-13 00:20:12 main:574] : INFO : Epoch 1867 | loss: 0.03126 | val_loss: 0.0312566 | Time: 1575.59 ms
[2022-01-13 00:20:14 main:574] : INFO : Epoch 1868 | loss: 0.0312542 | val_loss: 0.0312532 | Time: 1578.56 ms
[2022-01-13 00:20:15 main:574] : INFO : Epoch 1869 | loss: 0.0312526 | val_loss: 0.0312525 | Time: 1560.8 ms
[2022-01-13 00:20:17 main:574] : INFO : Epoch 1870 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 1588.79 ms
[2022-01-13 00:20:18 main:574] : INFO : Epoch 1871 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1595.08 ms
[2022-01-13 00:20:20 main:574] : INFO : Epoch 1872 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1560.02 ms
[2022-01-13 00:20:21 main:574] : INFO : Epoch 1873 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 1613.15 ms
[2022-01-13 00:20:23 main:574] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1588.25 ms
[2022-01-13 00:20:25 main:574] : INFO : Epoch 1875 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1587.73 ms
[2022-01-13 00:20:26 main:574] : INFO : Epoch 1876 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1618.67 ms
[2022-01-13 00:20:28 main:574] : INFO : Epoch 1877 | loss: 0.031251 | val_loss: 0.031251 | Time: 1564.7 ms
[2022-01-13 00:20:29 main:574] : INFO : Epoch 1878 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1554.7 ms
[2022-01-13 00:20:31 main:574] : INFO : Epoch 1879 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1564.75 ms
[2022-01-13 00:20:32 main:574] : INFO : Epoch 1880 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1547.36 ms
[2022-01-13 00:20:34 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1634.7 ms
[2022-01-13 00:20:36 main:574] : INFO : Epoch 1882 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1643.69 ms
[2022-01-13 00:20:37 main:574] : INFO : Epoch 1883 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1623.63 ms
[2022-01-13 00:20:39 main:574] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1594.23 ms
[2022-01-13 00:20:41 main:574] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1590.51 ms
[2022-01-13 00:20:42 main:574] : INFO : Epoch 1886 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1614.72 ms
[2022-01-13 00:20:44 main:574] : INFO : Epoch 1887 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1589.22 ms
[2022-01-13 00:20:45 main:574] : INFO : Epoch 1888 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1619.16 ms
[2022-01-13 00:20:47 main:574] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1674.63 ms
[2022-01-13 00:20:49 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1579.2 ms
[2022-01-13 00:20:50 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1618.71 ms
[2022-01-13 00:20:52 main:574] : INFO : Epoch 1892 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1634.81 ms
[2022-01-13 00:20:54 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1598.1 ms
[2022-01-13 00:20:55 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1633.48 ms
[2022-01-13 00:20:57 main:574] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1572.53 ms
[2022-01-13 00:20:58 main:574] : INFO : Epoch 1896 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1556.05 ms
[2022-01-13 00:21:00 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1588.65 ms
[2022-01-13 00:21:01 main:574] : INFO : Epoch 1898 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1582.28 ms
[2022-01-13 00:21:03 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1577.56 ms
[2022-01-13 00:21:05 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1552.04 ms
[2022-01-13 00:21:06 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1608.86 ms
[2022-01-13 00:21:08 main:574] : INFO : Epoch 1902 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1595.79 ms
[2022-01-13 00:21:09 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1599.08 ms
[2022-01-13 00:21:11 main:574] : INFO : Epoch 1904 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1553.85 ms
[2022-01-13 00:21:13 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1576.47 ms
[2022-01-13 00:21:14 main:574] : INFO : Epoch 1906 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1554.89 ms
[2022-01-13 00:21:16 main:574] : INFO : Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1617.81 ms
[2022-01-13 00:21:17 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1565.44 ms
[2022-01-13 00:21:19 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1630.48 ms
[2022-01-13 00:21:21 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1584.74 ms
[2022-01-13 00:21:22 main:574] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1582.97 ms
[2022-01-13 00:21:24 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1571.02 ms
[2022-01-13 00:21:25 main:574] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1569.68 ms
[2022-01-13 00:21:27 main:574] : INFO : Epoch 1914 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1580.9 ms
[2022-01-13 00:21:28 main:574] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1608.03 ms
[2022-01-13 00:21:30 main:574] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1571.18 ms
[2022-01-13 00:21:32 main:574] : INFO : Epoch 1917 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1556.72 ms
[2022-01-13 00:21:33 main:574] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1612.73 ms
[2022-01-13 00:21:35 main:574] : INFO : Epoch 1919 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1584.18 ms
[2022-01-13 00:21:36 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1617.3 ms
[2022-01-13 00:21:38 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1589.46 ms
[2022-01-13 00:21:40 main:574] : INFO : Epoch 1922 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1545.7 ms
[2022-01-13 00:21:41 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1576.89 ms
[2022-01-13 00:21:43 main:574] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1580.15 ms
[2022-01-13 00:21:44 main:574] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1576.85 ms
[2022-01-13 00:21:46 main:574] : INFO : Epoch 1926 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1564.03 ms
[2022-01-13 00:21:47 main:574] : INFO : Epoch 1927 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1638.99 ms
[2022-01-13 00:21:49 main:574] : INFO : Epoch 1928 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1638.61 ms
[2022-01-13 00:21:51 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1608.6 ms
[2022-01-13 00:21:52 main:574] : INFO : Epoch 1930 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1570.64 ms
[2022-01-13 00:21:54 main:574] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1629.22 ms
[2022-01-13 00:21:56 main:574] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1640.09 ms
[2022-01-13 00:21:57 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1618.82 ms
[2022-01-13 00:21:59 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1580.34 ms
[2022-01-13 00:22:00 main:574] : INFO : Epoch 1935 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1636.21 ms
[2022-01-13 00:22:02 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1613.64 ms
[2022-01-13 00:22:04 main:574] : INFO : Epoch 1937 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1576.67 ms
[2022-01-13 00:22:05 main:574] : INFO : Epoch 1938 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1606.6 ms
[2022-01-13 00:22:07 main:574] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1595.2 ms
[2022-01-13 00:22:08 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1639.92 ms
[2022-01-13 00:22:10 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1555.59 ms
[2022-01-13 00:22:12 main:574] : INFO : Epoch 1942 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1626.52 ms
[2022-01-13 00:22:13 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1562 ms
[2022-01-13 00:22:15 main:574] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1581.15 ms
[2022-01-13 00:22:16 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1606.02 ms
[2022-01-13 00:22:18 main:574] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1579.61 ms
[2022-01-13 00:22:20 main:574] : INFO : Epoch 1947 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1589.36 ms
[2022-01-13 00:22:21 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1600.44 ms
[2022-01-13 00:22:23 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1596.51 ms
[2022-01-13 00:22:24 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1573.59 ms
[2022-01-13 00:22:26 main:574] : INFO : Epoch 1951 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1593.6 ms
[2022-01-13 00:22:28 main:574] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1559.4 ms
[2022-01-13 00:22:29 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1590.68 ms
[2022-01-13 00:22:31 main:574] : INFO : Epoch 1954 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1636.54 ms
[2022-01-13 00:22:32 main:574] : INFO : Epoch 1955 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1587.85 ms
[2022-01-13 00:22:34 main:574] : INFO : Epoch 1956 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1604.7 ms
[2022-01-13 00:22:36 main:574] : INFO : Epoch 1957 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1606.88 ms
[2022-01-13 00:22:37 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1580.59 ms
[2022-01-13 00:22:39 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1571.46 ms
[2022-01-13 00:22:40 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1545.29 ms
[2022-01-13 00:22:42 main:574] : INFO : Epoch 1961 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1625.27 ms
[2022-01-13 00:22:43 main:574] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1591.78 ms
[2022-01-13 00:22:45 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1592.51 ms
[2022-01-13 00:22:47 main:574] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1588.26 ms
[2022-01-13 00:22:48 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1598.67 ms
[2022-01-13 00:22:50 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1622.19 ms
[2022-01-13 00:22:51 main:574] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1567.1 ms
[2022-01-13 00:22:53 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1590.96 ms
[2022-01-13 00:22:55 main:574] : INFO : Epoch 1969 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1594.24 ms
[2022-01-13 00:22:56 main:574] : INFO : Epoch 1970 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1583.99 ms
[2022-01-13 00:22:58 main:574] : INFO : Epoch 1971 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1554.29 ms
[2022-01-13 00:22:59 main:574] : INFO : Epoch 1972 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1630.62 ms
[2022-01-13 00:23:01 main:574] : INFO : Epoch 1973 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1597.76 ms
[2022-01-13 00:23:03 main:574] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1601.19 ms
[2022-01-13 00:23:04 main:574] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1577.56 ms
[2022-01-13 00:23:06 main:574] : INFO : Epoch 1976 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1611.07 ms
[2022-01-13 00:23:07 main:574] : INFO : Epoch 1977 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1606.45 ms
[2022-01-13 00:23:09 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1590.64 ms
[2022-01-13 00:23:11 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1616.36 ms
[2022-01-13 00:23:12 main:574] : INFO : Epoch 1980 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1642.43 ms
[2022-01-13 00:23:14 main:574] : INFO : Epoch 1981 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1618.07 ms
[2022-01-13 00:23:15 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1565.4 ms
[2022-01-13 00:23:17 main:574] : INFO : Epoch 1983 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1564.18 ms
[2022-01-13 00:23:19 main:574] : INFO : Epoch 1984 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1625.44 ms
[2022-01-13 00:23:20 main:574] : INFO : Epoch 1985 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1645.54 ms
[2022-01-13 00:23:22 main:574] : INFO : Epoch 1986 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1568.27 ms
[2022-01-13 00:23:24 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1593.04 ms
[2022-01-13 00:23:25 main:574] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1576.38 ms
[2022-01-13 00:23:27 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1588.25 ms
[2022-01-13 00:23:28 main:574] : INFO : Epoch 1990 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1591.08 ms
[2022-01-13 00:23:30 main:574] : INFO : Epoch 1991 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1647.53 ms
[2022-01-13 00:23:32 main:574] : INFO : Epoch 1992 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1625.07 ms
[2022-01-13 00:23:33 main:574] : INFO : Epoch 1993 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1587.33 ms
[2022-01-13 00:23:35 main:574] : INFO : Epoch 1994 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1600.41 ms
[2022-01-13 00:23:36 main:574] : INFO : Epoch 1995 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1573.84 ms
[2022-01-13 00:23:38 main:574] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1613.1 ms
[2022-01-13 00:23:40 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1616.61 ms
[2022-01-13 00:23:41 main:574] : INFO : Epoch 1998 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1576.96 ms
[2022-01-13 00:23:43 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1644.26 ms
[2022-01-13 00:23:44 main:574] : INFO : Epoch 2000 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1623.87 ms
[2022-01-13 00:23:46 main:574] : INFO : Epoch 2001 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1589.3 ms
[2022-01-13 00:23:48 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1612.78 ms
[2022-01-13 00:23:49 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1618.3 ms
[2022-01-13 00:23:51 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1604.59 ms
[2022-01-13 00:23:52 main:574] : INFO : Epoch 2005 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1570.81 ms
[2022-01-13 00:23:54 main:574] : INFO : Epoch 2006 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1600.84 ms
[2022-01-13 00:23:56 main:574] : INFO : Epoch 2007 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1634.89 ms
[2022-01-13 00:23:57 main:574] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1625.82 ms
[2022-01-13 00:23:59 main:574] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1651.99 ms
[2022-01-13 00:24:01 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1573.95 ms
[2022-01-13 00:24:02 main:574] : INFO : Epoch 2011 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1643.23 ms
[2022-01-13 00:24:04 main:574] : INFO : Epoch 2012 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1567.23 ms
[2022-01-13 00:24:05 main:574] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1571.33 ms
[2022-01-13 00:24:07 main:574] : INFO : Epoch 2014 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1636.66 ms
[2022-01-13 00:24:09 main:574] : INFO : Epoch 2015 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1620.26 ms
[2022-01-13 00:24:10 main:574] : INFO : Epoch 2016 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1600.06 ms
[2022-01-13 00:24:12 main:574] : INFO : Epoch 2017 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1586.44 ms
[2022-01-13 00:24:13 main:574] : INFO : Epoch 2018 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1619.42 ms
[2022-01-13 00:24:15 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1627.42 ms
[2022-01-13 00:24:17 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1603.59 ms
[2022-01-13 00:24:18 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1634.41 ms
[2022-01-13 00:24:20 main:574] : INFO : Epoch 2022 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1593.87 ms
[2022-01-13 00:24:21 main:574] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1584.77 ms
[2022-01-13 00:24:23 main:574] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1590.09 ms
[2022-01-13 00:24:25 main:574] : INFO : Epoch 2025 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1591.99 ms
[2022-01-13 00:24:26 main:574] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1573.84 ms
[2022-01-13 00:24:28 main:574] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1559.99 ms
[2022-01-13 00:24:29 main:574] : INFO : Epoch 2028 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1597.42 ms
[2022-01-13 00:24:31 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1610.93 ms
[2022-01-13 00:24:33 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1583.68 ms
[2022-01-13 00:24:34 main:574] : INFO : Epoch 2031 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1622.92 ms
[2022-01-13 00:24:36 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1622.87 ms
[2022-01-13 00:24:37 main:574] : INFO : Epoch 2033 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1583.4 ms
[2022-01-13 00:24:39 main:574] : INFO : Epoch 2034 | loss: 0.0312521 | val_loss: 0.0312532 | Time: 1564.87 ms
[2022-01-13 00:24:41 main:574] : INFO : Epoch 2035 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1578.09 ms
[2022-01-13 00:24:42 main:574] : INFO : Epoch 2036 | loss: 0.0312513 | val_loss: 0.0312527 | Time: 1584.83 ms
[2022-01-13 00:24:44 main:574] : INFO : Epoch 2037 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1638.21 ms
[2022-01-13 00:24:45 main:574] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1570.58 ms
[2022-01-13 00:24:47 main:574] : INFO : Epoch 2039 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1622.47 ms
[2022-01-13 00:24:49 main:574] : INFO : Epoch 2040 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1636.82 ms
[2022-01-13 00:24:50 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1579.21 ms
[2022-01-13 00:24:52 main:574] : INFO : Epoch 2042 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1609.37 ms
[2022-01-13 00:24:53 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1635.04 ms
[2022-01-13 00:24:55 main:574] : INFO : Epoch 2044 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1618.56 ms
[2022-01-13 00:24:57 main:574] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1602.57 ms
[2022-01-13 00:24:58 main:574] : INFO : Epoch 2046 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1597.16 ms
[2022-01-13 00:25:00 main:574] : INFO : Epoch 2047 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1610.15 ms
[2022-01-13 00:25:01 main:574] : INFO : Epoch 2048 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 1624.92 ms
[2022-01-13 00:25:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312526
[2022-01-13 00:25:02 main:603] : INFO : Saving end state to config to file
[2022-01-13 00:25:02 main:608] : INFO : Success, exiting..
00:25:02 (12388): 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)