Task 10168687
| Name | ParityModified-1638635425-13122-3-0_0 |
| Workunit | 7536102 |
| Created | 25 Dec 2021, 5:12:16 UTC |
| Sent | 11 Jan 2022, 1:44:21 UTC |
| Report deadline | 19 Jan 2022, 1:44:21 UTC |
| Received | 11 Jan 2022, 16:51:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 12 sec |
| CPU time | 1 hours 38 min 54 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 | 2.52 GB |
| Peak swap size | 4.42 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: 0.031203 | val_loss: 0.0312083 | Time: 1570.01 ms
[2022-01-11 10:37:24 main:574] : INFO : Epoch 1543 | loss: 0.031203 | val_loss: 0.031209 | Time: 1606.52 ms
[2022-01-11 10:37:26 main:574] : INFO : Epoch 1544 | loss: 0.0312023 | val_loss: 0.0312046 | Time: 1501.27 ms
[2022-01-11 10:37:27 main:574] : INFO : Epoch 1545 | loss: 0.0312002 | val_loss: 0.0312024 | Time: 1522.22 ms
[2022-01-11 10:37:29 main:574] : INFO : Epoch 1546 | loss: 0.0312001 | val_loss: 0.0312043 | Time: 1593.06 ms
[2022-01-11 10:37:30 main:574] : INFO : Epoch 1547 | loss: 0.0311994 | val_loss: 0.0312029 | Time: 1577.68 ms
[2022-01-11 10:37:32 main:574] : INFO : Epoch 1548 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 1570.97 ms
[2022-01-11 10:37:33 main:574] : INFO : Epoch 1549 | loss: 0.0311978 | val_loss: 0.0312031 | Time: 1570.3 ms
[2022-01-11 10:37:35 main:574] : INFO : Epoch 1550 | loss: 0.0311987 | val_loss: 0.0312035 | Time: 1597.87 ms
[2022-01-11 10:37:37 main:574] : INFO : Epoch 1551 | loss: 0.0311985 | val_loss: 0.0312043 | Time: 1568.47 ms
[2022-01-11 10:37:38 main:574] : INFO : Epoch 1552 | loss: 0.0312016 | val_loss: 0.0312078 | Time: 1528.45 ms
[2022-01-11 10:37:40 main:574] : INFO : Epoch 1553 | loss: 0.0312019 | val_loss: 0.0312078 | Time: 1589.06 ms
[2022-01-11 10:37:41 main:574] : INFO : Epoch 1554 | loss: 0.0312018 | val_loss: 0.0312047 | Time: 1607.14 ms
[2022-01-11 10:37:43 main:574] : INFO : Epoch 1555 | loss: 0.0311988 | val_loss: 0.031204 | Time: 1533.39 ms
[2022-01-11 10:37:44 main:574] : INFO : Epoch 1556 | loss: 0.031197 | val_loss: 0.0312037 | Time: 1599.93 ms
[2022-01-11 10:37:46 main:574] : INFO : Epoch 1557 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 1568.07 ms
[2022-01-11 10:37:48 main:574] : INFO : Epoch 1558 | loss: 0.0311974 | val_loss: 0.0312071 | Time: 1613.71 ms
[2022-01-11 10:37:49 main:574] : INFO : Epoch 1559 | loss: 0.031197 | val_loss: 0.0312022 | Time: 1598.87 ms
[2022-01-11 10:37:51 main:574] : INFO : Epoch 1560 | loss: 0.0311982 | val_loss: 0.0312093 | Time: 1605.18 ms
[2022-01-11 10:37:52 main:574] : INFO : Epoch 1561 | loss: 0.0312 | val_loss: 0.0312027 | Time: 1592.29 ms
[2022-01-11 10:37:54 main:574] : INFO : Epoch 1562 | loss: 0.0311961 | val_loss: 0.031202 | Time: 1573.2 ms
[2022-01-11 10:37:56 main:574] : INFO : Epoch 1563 | loss: 0.0311952 | val_loss: 0.0312065 | Time: 1580.38 ms
[2022-01-11 10:37:57 main:574] : INFO : Epoch 1564 | loss: 0.0311953 | val_loss: 0.0312025 | Time: 1580.09 ms
[2022-01-11 10:37:59 main:574] : INFO : Epoch 1565 | loss: 0.0311944 | val_loss: 0.0312031 | Time: 1574.59 ms
[2022-01-11 10:38:00 main:574] : INFO : Epoch 1566 | loss: 0.0311943 | val_loss: 0.0312023 | Time: 1607.52 ms
[2022-01-11 10:38:02 main:574] : INFO : Epoch 1567 | loss: 0.0311954 | val_loss: 0.031202 | Time: 1614.39 ms
[2022-01-11 10:38:04 main:574] : INFO : Epoch 1568 | loss: 0.0311961 | val_loss: 0.0312084 | Time: 1574.39 ms
[2022-01-11 10:38:05 main:574] : INFO : Epoch 1569 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 1558.38 ms
[2022-01-11 10:38:07 main:574] : INFO : Epoch 1570 | loss: 0.0311933 | val_loss: 0.0312028 | Time: 1552.42 ms
[2022-01-11 10:38:08 main:574] : INFO : Epoch 1571 | loss: 0.0311941 | val_loss: 0.0312056 | Time: 1539.06 ms
[2022-01-11 10:38:10 main:574] : INFO : Epoch 1572 | loss: 0.0311939 | val_loss: 0.0312027 | Time: 1622.47 ms
[2022-01-11 10:38:11 main:574] : INFO : Epoch 1573 | loss: 0.0311941 | val_loss: 0.0312034 | Time: 1560.49 ms
[2022-01-11 10:38:13 main:574] : INFO : Epoch 1574 | loss: 0.0311932 | val_loss: 0.0312022 | Time: 1555.73 ms
[2022-01-11 10:38:15 main:574] : INFO : Epoch 1575 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 1530.24 ms
[2022-01-11 10:38:16 main:574] : INFO : Epoch 1576 | loss: 0.0311964 | val_loss: 0.031203 | Time: 1514.38 ms
[2022-01-11 10:38:18 main:574] : INFO : Epoch 1577 | loss: 0.0311931 | val_loss: 0.0312026 | Time: 1558.54 ms
[2022-01-11 10:38:19 main:574] : INFO : Epoch 1578 | loss: 0.0311929 | val_loss: 0.031206 | Time: 1574.58 ms
[2022-01-11 10:38:21 main:574] : INFO : Epoch 1579 | loss: 0.0311946 | val_loss: 0.0312043 | Time: 1578.5 ms
[2022-01-11 10:38:22 main:574] : INFO : Epoch 1580 | loss: 0.0311923 | val_loss: 0.0312018 | Time: 1601.41 ms
[2022-01-11 10:38:24 main:574] : INFO : Epoch 1581 | loss: 0.0311918 | val_loss: 0.0312022 | Time: 1567.8 ms
[2022-01-11 10:38:26 main:574] : INFO : Epoch 1582 | loss: 0.0311927 | val_loss: 0.0312019 | Time: 1578.95 ms
[2022-01-11 10:38:27 main:574] : INFO : Epoch 1583 | loss: 0.0311932 | val_loss: 0.0312032 | Time: 1541.6 ms
[2022-01-11 10:38:29 main:574] : INFO : Epoch 1584 | loss: 0.031192 | val_loss: 0.0312041 | Time: 1525.61 ms
[2022-01-11 10:38:30 main:574] : INFO : Epoch 1585 | loss: 0.0311926 | val_loss: 0.0312036 | Time: 1575.88 ms
[2022-01-11 10:38:32 main:574] : INFO : Epoch 1586 | loss: 0.0311916 | val_loss: 0.0312051 | Time: 1580.04 ms
[2022-01-11 10:38:33 main:574] : INFO : Epoch 1587 | loss: 0.0311934 | val_loss: 0.0312041 | Time: 1537.16 ms
[2022-01-11 10:38:35 main:574] : INFO : Epoch 1588 | loss: 0.0311946 | val_loss: 0.0312088 | Time: 1542.14 ms
[2022-01-11 10:38:36 main:574] : INFO : Epoch 1589 | loss: 0.031193 | val_loss: 0.0312017 | Time: 1569.52 ms
[2022-01-11 10:38:38 main:574] : INFO : Epoch 1590 | loss: 0.0311918 | val_loss: 0.0312035 | Time: 1561.29 ms
[2022-01-11 10:38:40 main:574] : INFO : Epoch 1591 | loss: 0.0311915 | val_loss: 0.0312027 | Time: 1599.46 ms
[2022-01-11 10:38:41 main:574] : INFO : Epoch 1592 | loss: 0.0311912 | val_loss: 0.031202 | Time: 1624.65 ms
[2022-01-11 10:38:43 main:574] : INFO : Epoch 1593 | loss: 0.0311916 | val_loss: 0.031204 | Time: 1600.97 ms
[2022-01-11 10:38:44 main:574] : INFO : Epoch 1594 | loss: 0.0311925 | val_loss: 0.0312015 | Time: 1590.92 ms
[2022-01-11 10:38:46 main:574] : INFO : Epoch 1595 | loss: 0.0311931 | val_loss: 0.0312028 | Time: 1562.63 ms
[2022-01-11 10:38:48 main:574] : INFO : Epoch 1596 | loss: 0.0311942 | val_loss: 0.0312029 | Time: 1550.94 ms
[2022-01-11 10:38:49 main:574] : INFO : Epoch 1597 | loss: 0.0311917 | val_loss: 0.0312022 | Time: 1556.59 ms
[2022-01-11 10:38:51 main:574] : INFO : Epoch 1598 | loss: 0.0311912 | val_loss: 0.0312042 | Time: 1557.13 ms
[2022-01-11 10:38:52 main:574] : INFO : Epoch 1599 | loss: 0.0311914 | val_loss: 0.0312019 | Time: 1541.04 ms
[2022-01-11 10:38:54 main:574] : INFO : Epoch 1600 | loss: 0.031191 | val_loss: 0.0312028 | Time: 1512.83 ms
[2022-01-11 10:38:55 main:574] : INFO : Epoch 1601 | loss: 0.0311914 | val_loss: 0.0312025 | Time: 1562.92 ms
[2022-01-11 10:38:57 main:574] : INFO : Epoch 1602 | loss: 0.0311911 | val_loss: 0.031203 | Time: 1577.91 ms
[2022-01-11 10:38:58 main:574] : INFO : Epoch 1603 | loss: 0.0311911 | val_loss: 0.0312036 | Time: 1588.74 ms
[2022-01-11 10:39:00 main:574] : INFO : Epoch 1604 | loss: 0.0311913 | val_loss: 0.0312035 | Time: 1554.96 ms
[2022-01-11 10:39:02 main:574] : INFO : Epoch 1605 | loss: 0.0311912 | val_loss: 0.0312067 | Time: 1566.81 ms
[2022-01-11 10:39:03 main:574] : INFO : Epoch 1606 | loss: 0.0311918 | val_loss: 0.0312024 | Time: 1628.17 ms
[2022-01-11 10:39:05 main:574] : INFO : Epoch 1607 | loss: 0.0311924 | val_loss: 0.0312029 | Time: 1572.92 ms
[2022-01-11 10:39:06 main:574] : INFO : Epoch 1608 | loss: 0.0311915 | val_loss: 0.031205 | Time: 1589.93 ms
[2022-01-11 10:39:08 main:574] : INFO : Epoch 1609 | loss: 0.0311915 | val_loss: 0.0312028 | Time: 1635.32 ms
[2022-01-11 10:39:10 main:574] : INFO : Epoch 1610 | loss: 0.0311919 | val_loss: 0.0312051 | Time: 1601.38 ms
[2022-01-11 10:39:11 main:574] : INFO : Epoch 1611 | loss: 0.0311919 | val_loss: 0.0312027 | Time: 1551.81 ms
[2022-01-11 10:39:13 main:574] : INFO : Epoch 1612 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 1587.87 ms
[2022-01-11 10:39:14 main:574] : INFO : Epoch 1613 | loss: 0.0311932 | val_loss: 0.0312107 | Time: 1592.42 ms
[2022-01-11 10:39:16 main:574] : INFO : Epoch 1614 | loss: 0.0311949 | val_loss: 0.0312064 | Time: 1597.08 ms
[2022-01-11 10:39:17 main:574] : INFO : Epoch 1615 | loss: 0.0311925 | val_loss: 0.0312037 | Time: 1520.02 ms
[2022-01-11 10:39:19 main:574] : INFO : Epoch 1616 | loss: 0.0311898 | val_loss: 0.0312033 | Time: 1550.3 ms
[2022-01-11 10:39:21 main:574] : INFO : Epoch 1617 | loss: 0.0311897 | val_loss: 0.0312056 | Time: 1579.72 ms
[2022-01-11 10:39:22 main:574] : INFO : Epoch 1618 | loss: 0.0311911 | val_loss: 0.0312042 | Time: 1540.82 ms
[2022-01-11 10:39:24 main:574] : INFO : Epoch 1619 | loss: 0.0311897 | val_loss: 0.0312046 | Time: 1566.94 ms
[2022-01-11 10:39:25 main:574] : INFO : Epoch 1620 | loss: 0.031192 | val_loss: 0.0312051 | Time: 1634.23 ms
[2022-01-11 10:39:27 main:574] : INFO : Epoch 1621 | loss: 0.0311922 | val_loss: 0.0312038 | Time: 1621.28 ms
[2022-01-11 10:39:29 main:574] : INFO : Epoch 1622 | loss: 0.0311912 | val_loss: 0.031203 | Time: 1599.02 ms
[2022-01-11 10:39:30 main:574] : INFO : Epoch 1623 | loss: 0.0311906 | val_loss: 0.0312058 | Time: 1636.89 ms
[2022-01-11 10:39:32 main:574] : INFO : Epoch 1624 | loss: 0.0311905 | val_loss: 0.0312086 | Time: 1507.32 ms
[2022-01-11 10:39:33 main:574] : INFO : Epoch 1625 | loss: 0.0311936 | val_loss: 0.0312069 | Time: 1579.61 ms
[2022-01-11 10:39:35 main:574] : INFO : Epoch 1626 | loss: 0.0311924 | val_loss: 0.031203 | Time: 1552.13 ms
[2022-01-11 10:39:36 main:574] : INFO : Epoch 1627 | loss: 0.0311914 | val_loss: 0.0312063 | Time: 1564.64 ms
[2022-01-11 10:39:38 main:574] : INFO : Epoch 1628 | loss: 0.0311907 | val_loss: 0.0312023 | Time: 1581.64 ms
[2022-01-11 10:39:40 main:574] : INFO : Epoch 1629 | loss: 0.03119 | val_loss: 0.0312032 | Time: 1551.13 ms
[2022-01-11 10:39:41 main:574] : INFO : Epoch 1630 | loss: 0.0311903 | val_loss: 0.0312059 | Time: 1562.84 ms
[2022-01-11 10:39:43 main:574] : INFO : Epoch 1631 | loss: 0.0311915 | val_loss: 0.0312048 | Time: 1556.29 ms
[2022-01-11 10:39:44 main:574] : INFO : Epoch 1632 | loss: 0.0311917 | val_loss: 0.0312054 | Time: 1594.62 ms
[2022-01-11 10:39:46 main:574] : INFO : Epoch 1633 | loss: 0.0311945 | val_loss: 0.0312049 | Time: 1554.44 ms
[2022-01-11 10:39:47 main:574] : INFO : Epoch 1634 | loss: 0.0311923 | val_loss: 0.0312059 | Time: 1549.97 ms
[2022-01-11 10:39:49 main:574] : INFO : Epoch 1635 | loss: 0.031193 | val_loss: 0.0312039 | Time: 1567.6 ms
[2022-01-11 10:39:50 main:574] : INFO : Epoch 1636 | loss: 0.0311909 | val_loss: 0.0312057 | Time: 1521.16 ms
[2022-01-11 10:39:52 main:574] : INFO : Epoch 1637 | loss: 0.0311913 | val_loss: 0.031204 | Time: 1564.82 ms
[2022-01-11 10:39:54 main:574] : INFO : Epoch 1638 | loss: 0.0311918 | val_loss: 0.0312018 | Time: 1600 ms
[2022-01-11 10:39:55 main:574] : INFO : Epoch 1639 | loss: 0.0311934 | val_loss: 0.0312037 | Time: 1577.37 ms
[2022-01-11 10:39:57 main:574] : INFO : Epoch 1640 | loss: 0.0311905 | val_loss: 0.0312024 | Time: 1613.12 ms
[2022-01-11 10:39:58 main:574] : INFO : Epoch 1641 | loss: 0.0311915 | val_loss: 0.0312068 | Time: 1605 ms
[2022-01-11 10:40:00 main:574] : INFO : Epoch 1642 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 1498.18 ms
[2022-01-11 10:40:02 main:574] : INFO : Epoch 1643 | loss: 0.0311926 | val_loss: 0.0312022 | Time: 1544.07 ms
[2022-01-11 10:40:03 main:574] : INFO : Epoch 1644 | loss: 0.0311897 | val_loss: 0.0312036 | Time: 1578.86 ms
[2022-01-11 10:40:05 main:574] : INFO : Epoch 1645 | loss: 0.0311899 | val_loss: 0.0312031 | Time: 1608.13 ms
[2022-01-11 10:40:06 main:574] : INFO : Epoch 1646 | loss: 0.031191 | val_loss: 0.0312019 | Time: 1573.42 ms
[2022-01-11 10:40:08 main:574] : INFO : Epoch 1647 | loss: 0.0311898 | val_loss: 0.0312025 | Time: 1547.5 ms
[2022-01-11 10:40:09 main:574] : INFO : Epoch 1648 | loss: 0.0311922 | val_loss: 0.0312047 | Time: 1555.84 ms
[2022-01-11 10:40:11 main:574] : INFO : Epoch 1649 | loss: 0.0311918 | val_loss: 0.0312026 | Time: 1600.72 ms
[2022-01-11 10:40:13 main:574] : INFO : Epoch 1650 | loss: 0.031189 | val_loss: 0.0312013 | Time: 1579.95 ms
[2022-01-11 10:40:14 main:574] : INFO : Epoch 1651 | loss: 0.0311888 | val_loss: 0.0312022 | Time: 1536.43 ms
[2022-01-11 10:40:16 main:574] : INFO : Epoch 1652 | loss: 0.0311881 | val_loss: 0.0312026 | Time: 1555.46 ms
[2022-01-11 10:40:17 main:574] : INFO : Epoch 1653 | loss: 0.0311893 | val_loss: 0.0312052 | Time: 1533.21 ms
[2022-01-11 10:40:19 main:574] : INFO : Epoch 1654 | loss: 0.0311907 | val_loss: 0.0312074 | Time: 1550.08 ms
[2022-01-11 10:40:20 main:574] : INFO : Epoch 1655 | loss: 0.0311914 | val_loss: 0.0312017 | Time: 1547.48 ms
[2022-01-11 10:40:22 main:574] : INFO : Epoch 1656 | loss: 0.0311885 | val_loss: 0.0312016 | Time: 1571.4 ms
[2022-01-11 10:40:23 main:574] : INFO : Epoch 1657 | loss: 0.0311889 | val_loss: 0.0312031 | Time: 1602.99 ms
[2022-01-11 10:40:25 main:574] : INFO : Epoch 1658 | loss: 0.0311884 | val_loss: 0.0312027 | Time: 1561.33 ms
[2022-01-11 10:40:27 main:574] : INFO : Epoch 1659 | loss: 0.0311902 | val_loss: 0.031202 | Time: 1583.04 ms
[2022-01-11 10:40:28 main:574] : INFO : Epoch 1660 | loss: 0.0311895 | val_loss: 0.0312047 | Time: 1552.05 ms
[2022-01-11 10:40:30 main:574] : INFO : Epoch 1661 | loss: 0.0311919 | val_loss: 0.0312032 | Time: 1576.68 ms
[2022-01-11 10:40:31 main:574] : INFO : Epoch 1662 | loss: 0.0311929 | val_loss: 0.0312033 | Time: 1547.52 ms
[2022-01-11 10:40:33 main:574] : INFO : Epoch 1663 | loss: 0.0311891 | val_loss: 0.0312033 | Time: 1636.34 ms
[2022-01-11 10:40:35 main:574] : INFO : Epoch 1664 | loss: 0.0311896 | val_loss: 0.0312009 | Time: 1568.72 ms
[2022-01-11 10:40:36 main:574] : INFO : Epoch 1665 | loss: 0.0311888 | val_loss: 0.0312026 | Time: 1582.23 ms
[2022-01-11 10:40:38 main:574] : INFO : Epoch 1666 | loss: 0.0311898 | val_loss: 0.0312028 | Time: 1613.35 ms
[2022-01-11 10:40:39 main:574] : INFO : Epoch 1667 | loss: 0.0311916 | val_loss: 0.0312032 | Time: 1574.96 ms
[2022-01-11 10:40:41 main:574] : INFO : Epoch 1668 | loss: 0.03119 | val_loss: 0.0312035 | Time: 1611.66 ms
[2022-01-11 10:40:42 main:574] : INFO : Epoch 1669 | loss: 0.0311898 | val_loss: 0.0312019 | Time: 1570.05 ms
[2022-01-11 10:40:44 main:574] : INFO : Epoch 1670 | loss: 0.0311891 | val_loss: 0.0312009 | Time: 1557.01 ms
[2022-01-11 10:40:46 main:574] : INFO : Epoch 1671 | loss: 0.0311889 | val_loss: 0.0312015 | Time: 1536.65 ms
[2022-01-11 10:40:47 main:574] : INFO : Epoch 1672 | loss: 0.0311902 | val_loss: 0.0312018 | Time: 1557.73 ms
[2022-01-11 10:40:49 main:574] : INFO : Epoch 1673 | loss: 0.0311912 | val_loss: 0.0312039 | Time: 1550.2 ms
[2022-01-11 10:40:50 main:574] : INFO : Epoch 1674 | loss: 0.0311896 | val_loss: 0.0312016 | Time: 1578.35 ms
[2022-01-11 10:40:52 main:574] : INFO : Epoch 1675 | loss: 0.031189 | val_loss: 0.0312014 | Time: 1561.7 ms
[2022-01-11 10:40:53 main:574] : INFO : Epoch 1676 | loss: 0.0311897 | val_loss: 0.0312029 | Time: 1596.62 ms
[2022-01-11 10:40:55 main:574] : INFO : Epoch 1677 | loss: 0.0311889 | val_loss: 0.0312039 | Time: 1567.96 ms
[2022-01-11 10:40:57 main:574] : INFO : Epoch 1678 | loss: 0.0311889 | val_loss: 0.0311996 | Time: 1593.22 ms
[2022-01-11 10:40:58 main:574] : INFO : Epoch 1679 | loss: 0.0311886 | val_loss: 0.0312024 | Time: 1593.56 ms
[2022-01-11 10:41:00 main:574] : INFO : Epoch 1680 | loss: 0.0311892 | val_loss: 0.0312033 | Time: 1568.63 ms
[2022-01-11 10:41:01 main:574] : INFO : Epoch 1681 | loss: 0.0311898 | val_loss: 0.0312016 | Time: 1535.85 ms
[2022-01-11 10:41:03 main:574] : INFO : Epoch 1682 | loss: 0.03119 | val_loss: 0.031204 | Time: 1542.43 ms
[2022-01-11 10:41:04 main:574] : INFO : Epoch 1683 | loss: 0.0311941 | val_loss: 0.031204 | Time: 1519.81 ms
[2022-01-11 10:41:06 main:574] : INFO : Epoch 1684 | loss: 0.0311939 | val_loss: 0.0312037 | Time: 1558.24 ms
[2022-01-11 10:41:08 main:574] : INFO : Epoch 1685 | loss: 0.0311922 | val_loss: 0.0312025 | Time: 1575.94 ms
[2022-01-11 10:41:09 main:574] : INFO : Epoch 1686 | loss: 0.0311909 | val_loss: 0.0312023 | Time: 1564.81 ms
[2022-01-11 10:41:11 main:574] : INFO : Epoch 1687 | loss: 0.0311912 | val_loss: 0.0312047 | Time: 1580.16 ms
[2022-01-11 10:41:12 main:574] : INFO : Epoch 1688 | loss: 0.0311899 | val_loss: 0.0312038 | Time: 1552.97 ms
[2022-01-11 10:41:14 main:574] : INFO : Epoch 1689 | loss: 0.0311911 | val_loss: 0.0312055 | Time: 1550.14 ms
[2022-01-11 10:41:15 main:574] : INFO : Epoch 1690 | loss: 0.0311912 | val_loss: 0.031208 | Time: 1569.9 ms
[2022-01-11 10:41:17 main:574] : INFO : Epoch 1691 | loss: 0.0311941 | val_loss: 0.0312088 | Time: 1556.01 ms
[2022-01-11 10:41:18 main:574] : INFO : Epoch 1692 | loss: 0.0311928 | val_loss: 0.031204 | Time: 1587.59 ms
[2022-01-11 10:41:20 main:574] : INFO : Epoch 1693 | loss: 0.0311909 | val_loss: 0.0312021 | Time: 1559.96 ms
[2022-01-11 10:41:22 main:574] : INFO : Epoch 1694 | loss: 0.0311903 | val_loss: 0.0312018 | Time: 1590.92 ms
[2022-01-11 10:41:23 main:574] : INFO : Epoch 1695 | loss: 0.0311917 | val_loss: 0.0312018 | Time: 1536.73 ms
[2022-01-11 10:41:25 main:574] : INFO : Epoch 1696 | loss: 0.0311914 | val_loss: 0.0312014 | Time: 1570.59 ms
[2022-01-11 10:41:26 main:574] : INFO : Epoch 1697 | loss: 0.0311897 | val_loss: 0.0312046 | Time: 1609.01 ms
[2022-01-11 10:41:28 main:574] : INFO : Epoch 1698 | loss: 0.0311945 | val_loss: 0.0312028 | Time: 1583.87 ms
[2022-01-11 10:41:30 main:574] : INFO : Epoch 1699 | loss: 0.0311904 | val_loss: 0.0312018 | Time: 1612.28 ms
[2022-01-11 10:41:31 main:574] : INFO : Epoch 1700 | loss: 0.0311912 | val_loss: 0.0312024 | Time: 1543.96 ms
[2022-01-11 10:41:33 main:574] : INFO : Epoch 1701 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 1613.39 ms
[2022-01-11 10:41:34 main:574] : INFO : Epoch 1702 | loss: 0.0311898 | val_loss: 0.0312006 | Time: 1589.87 ms
[2022-01-11 10:41:36 main:574] : INFO : Epoch 1703 | loss: 0.0311906 | val_loss: 0.0312013 | Time: 1558.41 ms
[2022-01-11 10:41:37 main:574] : INFO : Epoch 1704 | loss: 0.0311886 | val_loss: 0.0312042 | Time: 1516.9 ms
[2022-01-11 10:41:39 main:574] : INFO : Epoch 1705 | loss: 0.0311893 | val_loss: 0.0312042 | Time: 1603.64 ms
[2022-01-11 10:41:41 main:574] : INFO : Epoch 1706 | loss: 0.03119 | val_loss: 0.0312016 | Time: 1591.61 ms
[2022-01-11 10:41:42 main:574] : INFO : Epoch 1707 | loss: 0.0311893 | val_loss: 0.031203 | Time: 1568.85 ms
[2022-01-11 10:41:44 main:574] : INFO : Epoch 1708 | loss: 0.0311912 | val_loss: 0.0312016 | Time: 1546.53 ms
[2022-01-11 10:41:45 main:574] : INFO : Epoch 1709 | loss: 0.0311908 | val_loss: 0.0312019 | Time: 1601.97 ms
[2022-01-11 10:41:47 main:574] : INFO : Epoch 1710 | loss: 0.0311887 | val_loss: 0.0312025 | Time: 1601.63 ms
[2022-01-11 10:41:49 main:574] : INFO : Epoch 1711 | loss: 0.0311888 | val_loss: 0.0312029 | Time: 1594.14 ms
[2022-01-11 10:41:50 main:574] : INFO : Epoch 1712 | loss: 0.0311894 | val_loss: 0.0312024 | Time: 1563.93 ms
[2022-01-11 10:41:52 main:574] : INFO : Epoch 1713 | loss: 0.0311891 | val_loss: 0.0312018 | Time: 1601.79 ms
[2022-01-11 10:41:53 main:574] : INFO : Epoch 1714 | loss: 0.0311888 | val_loss: 0.031206 | Time: 1584.6 ms
[2022-01-11 10:41:55 main:574] : INFO : Epoch 1715 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 1592.48 ms
[2022-01-11 10:41:56 main:574] : INFO : Epoch 1716 | loss: 0.0311877 | val_loss: 0.031201 | Time: 1604.64 ms
[2022-01-11 10:41:58 main:574] : INFO : Epoch 1717 | loss: 0.031189 | val_loss: 0.0312041 | Time: 1569.48 ms
[2022-01-11 10:42:00 main:574] : INFO : Epoch 1718 | loss: 0.031191 | val_loss: 0.0312007 | Time: 1589.78 ms
[2022-01-11 10:42:01 main:574] : INFO : Epoch 1719 | loss: 0.0311899 | val_loss: 0.0312013 | Time: 1548.38 ms
[2022-01-11 10:42:03 main:574] : INFO : Epoch 1720 | loss: 0.0311881 | val_loss: 0.031201 | Time: 1597.31 ms
[2022-01-11 10:42:04 main:574] : INFO : Epoch 1721 | loss: 0.031189 | val_loss: 0.0312029 | Time: 1574.16 ms
[2022-01-11 10:42:06 main:574] : INFO : Epoch 1722 | loss: 0.0311899 | val_loss: 0.0312074 | Time: 1563.92 ms
[2022-01-11 10:42:08 main:574] : INFO : Epoch 1723 | loss: 0.0311911 | val_loss: 0.031206 | Time: 1567.77 ms
[2022-01-11 10:42:09 main:574] : INFO : Epoch 1724 | loss: 0.0311905 | val_loss: 0.0312025 | Time: 1551.2 ms
[2022-01-11 10:42:11 main:574] : INFO : Epoch 1725 | loss: 0.0311893 | val_loss: 0.0312051 | Time: 1609.52 ms
[2022-01-11 10:42:12 main:574] : INFO : Epoch 1726 | loss: 0.0311906 | val_loss: 0.0312033 | Time: 1575.64 ms
[2022-01-11 10:42:14 main:574] : INFO : Epoch 1727 | loss: 0.0311887 | val_loss: 0.0312018 | Time: 1567.92 ms
[2022-01-11 10:42:15 main:574] : INFO : Epoch 1728 | loss: 0.0311877 | val_loss: 0.031203 | Time: 1597.99 ms
[2022-01-11 10:42:17 main:574] : INFO : Epoch 1729 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 1554.22 ms
[2022-01-11 10:42:19 main:574] : INFO : Epoch 1730 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 1566.94 ms
[2022-01-11 10:42:20 main:574] : INFO : Epoch 1731 | loss: 0.0311885 | val_loss: 0.0312015 | Time: 1569.92 ms
[2022-01-11 10:42:22 main:574] : INFO : Epoch 1732 | loss: 0.031187 | val_loss: 0.0312023 | Time: 1551.33 ms
[2022-01-11 10:42:23 main:574] : INFO : Epoch 1733 | loss: 0.031187 | val_loss: 0.0312013 | Time: 1553.68 ms
[2022-01-11 10:42:25 main:574] : INFO : Epoch 1734 | loss: 0.0311867 | val_loss: 0.0311999 | Time: 1542.57 ms
[2022-01-11 10:42:26 main:574] : INFO : Epoch 1735 | loss: 0.0311874 | val_loss: 0.0312015 | Time: 1549.26 ms
[2022-01-11 10:42:28 main:574] : INFO : Epoch 1736 | loss: 0.0311862 | val_loss: 0.0312005 | Time: 1545.53 ms
[2022-01-11 10:42:29 main:574] : INFO : Epoch 1737 | loss: 0.0311871 | val_loss: 0.0312014 | Time: 1561.94 ms
[2022-01-11 10:42:31 main:574] : INFO : Epoch 1738 | loss: 0.0311874 | val_loss: 0.0311995 | Time: 1518.41 ms
[2022-01-11 10:42:33 main:574] : INFO : Epoch 1739 | loss: 0.0311866 | val_loss: 0.0312012 | Time: 1589.8 ms
[2022-01-11 10:42:34 main:574] : INFO : Epoch 1740 | loss: 0.031187 | val_loss: 0.0311992 | Time: 1602.29 ms
[2022-01-11 10:42:36 main:574] : INFO : Epoch 1741 | loss: 0.0311889 | val_loss: 0.0312019 | Time: 1568.04 ms
[2022-01-11 10:42:37 main:574] : INFO : Epoch 1742 | loss: 0.0311915 | val_loss: 0.0312008 | Time: 1576.36 ms
[2022-01-11 10:42:39 main:574] : INFO : Epoch 1743 | loss: 0.0311898 | val_loss: 0.0312048 | Time: 1571.86 ms
[2022-01-11 10:42:40 main:574] : INFO : Epoch 1744 | loss: 0.0311898 | val_loss: 0.0312036 | Time: 1588.1 ms
[2022-01-11 10:42:42 main:574] : INFO : Epoch 1745 | loss: 0.0311914 | val_loss: 0.0312039 | Time: 1563.5 ms
[2022-01-11 10:42:44 main:574] : INFO : Epoch 1746 | loss: 0.0311902 | val_loss: 0.0312031 | Time: 1586.92 ms
[2022-01-11 10:42:45 main:574] : INFO : Epoch 1747 | loss: 0.0311879 | val_loss: 0.0312004 | Time: 1564.69 ms
[2022-01-11 10:42:47 main:574] : INFO : Epoch 1748 | loss: 0.0311876 | val_loss: 0.0311995 | Time: 1549.3 ms
[2022-01-11 10:42:48 main:574] : INFO : Epoch 1749 | loss: 0.0311868 | val_loss: 0.0311997 | Time: 1577.06 ms
[2022-01-11 10:42:50 main:574] : INFO : Epoch 1750 | loss: 0.031187 | val_loss: 0.0312023 | Time: 1595.51 ms
[2022-01-11 10:42:52 main:574] : INFO : Epoch 1751 | loss: 0.0311892 | val_loss: 0.0311998 | Time: 1581.89 ms
[2022-01-11 10:42:53 main:574] : INFO : Epoch 1752 | loss: 0.03119 | val_loss: 0.0312005 | Time: 1598.22 ms
[2022-01-11 10:42:55 main:574] : INFO : Epoch 1753 | loss: 0.0311877 | val_loss: 0.0312015 | Time: 1610.96 ms
[2022-01-11 10:42:56 main:574] : INFO : Epoch 1754 | loss: 0.0311871 | val_loss: 0.0312032 | Time: 1620.85 ms
[2022-01-11 10:42:58 main:574] : INFO : Epoch 1755 | loss: 0.0311869 | val_loss: 0.0312006 | Time: 1617.35 ms
[2022-01-11 10:43:00 main:574] : INFO : Epoch 1756 | loss: 0.0311891 | val_loss: 0.0312031 | Time: 1606.72 ms
[2022-01-11 10:43:01 main:574] : INFO : Epoch 1757 | loss: 0.0311872 | val_loss: 0.0312005 | Time: 1553.8 ms
[2022-01-11 10:43:03 main:574] : INFO : Epoch 1758 | loss: 0.0311869 | val_loss: 0.031201 | Time: 1579.15 ms
[2022-01-11 10:43:04 main:574] : INFO : Epoch 1759 | loss: 0.031187 | val_loss: 0.0312044 | Time: 1593.43 ms
[2022-01-11 10:43:06 main:574] : INFO : Epoch 1760 | loss: 0.0311893 | val_loss: 0.0312066 | Time: 1580.22 ms
[2022-01-11 10:43:08 main:574] : INFO : Epoch 1761 | loss: 0.0311884 | val_loss: 0.0312001 | Time: 1583.24 ms
[2022-01-11 10:43:09 main:574] : INFO : Epoch 1762 | loss: 0.0311863 | val_loss: 0.0312012 | Time: 1566.82 ms
[2022-01-11 10:43:11 main:574] : INFO : Epoch 1763 | loss: 0.031186 | val_loss: 0.0312002 | Time: 1610.64 ms
[2022-01-11 10:43:12 main:574] : INFO : Epoch 1764 | loss: 0.031186 | val_loss: 0.0312021 | Time: 1582.96 ms
[2022-01-11 10:43:14 main:574] : INFO : Epoch 1765 | loss: 0.0311867 | val_loss: 0.0312001 | Time: 1630.67 ms
[2022-01-11 10:43:15 main:574] : INFO : Epoch 1766 | loss: 0.0311864 | val_loss: 0.0312046 | Time: 1581.08 ms
[2022-01-11 10:43:17 main:574] : INFO : Epoch 1767 | loss: 0.0311872 | val_loss: 0.0312023 | Time: 1583.92 ms
[2022-01-11 10:43:19 main:574] : INFO : Epoch 1768 | loss: 0.0311864 | val_loss: 0.0312015 | Time: 1611.07 ms
[2022-01-11 10:43:20 main:574] : INFO : Epoch 1769 | loss: 0.031186 | val_loss: 0.0312016 | Time: 1572.15 ms
[2022-01-11 10:43:22 main:574] : INFO : Epoch 1770 | loss: 0.0311868 | val_loss: 0.0312015 | Time: 1590.22 ms
[2022-01-11 10:43:23 main:574] : INFO : Epoch 1771 | loss: 0.0311872 | val_loss: 0.0312016 | Time: 1560.74 ms
[2022-01-11 10:43:25 main:574] : INFO : Epoch 1772 | loss: 0.0311861 | val_loss: 0.0312013 | Time: 1575.93 ms
[2022-01-11 10:43:27 main:574] : INFO : Epoch 1773 | loss: 0.031186 | val_loss: 0.0311993 | Time: 1591.23 ms
[2022-01-11 10:43:28 main:574] : INFO : Epoch 1774 | loss: 0.0311871 | val_loss: 0.0312019 | Time: 1613.25 ms
[2022-01-11 10:43:30 main:574] : INFO : Epoch 1775 | loss: 0.0311859 | val_loss: 0.0312045 | Time: 1608.65 ms
[2022-01-11 10:43:31 main:574] : INFO : Epoch 1776 | loss: 0.0311867 | val_loss: 0.0311997 | Time: 1578.44 ms
[2022-01-11 10:43:33 main:574] : INFO : Epoch 1777 | loss: 0.0311874 | val_loss: 0.0312088 | Time: 1552.47 ms
[2022-01-11 10:43:35 main:574] : INFO : Epoch 1778 | loss: 0.0311887 | val_loss: 0.0312091 | Time: 1578.41 ms
[2022-01-11 10:43:36 main:574] : INFO : Epoch 1779 | loss: 0.0311871 | val_loss: 0.0312019 | Time: 1557.05 ms
[2022-01-11 10:43:38 main:574] : INFO : Epoch 1780 | loss: 0.0311865 | val_loss: 0.0312023 | Time: 1566.14 ms
[2022-01-11 10:43:39 main:574] : INFO : Epoch 1781 | loss: 0.0311867 | val_loss: 0.031201 | Time: 1495.61 ms
[2022-01-11 10:43:41 main:574] : INFO : Epoch 1782 | loss: 0.0311877 | val_loss: 0.0312022 | Time: 1594.57 ms
[2022-01-11 10:43:42 main:574] : INFO : Epoch 1783 | loss: 0.031187 | val_loss: 0.0312026 | Time: 1560.1 ms
[2022-01-11 10:43:44 main:574] : INFO : Epoch 1784 | loss: 0.0311875 | val_loss: 0.0312026 | Time: 1581.22 ms
[2022-01-11 10:43:45 main:574] : INFO : Epoch 1785 | loss: 0.0311913 | val_loss: 0.031209 | Time: 1593.33 ms
[2022-01-11 10:43:47 main:574] : INFO : Epoch 1786 | loss: 0.0311921 | val_loss: 0.0312029 | Time: 1591.53 ms
[2022-01-11 10:43:49 main:574] : INFO : Epoch 1787 | loss: 0.0311873 | val_loss: 0.0312012 | Time: 1579.94 ms
[2022-01-11 10:43:50 main:574] : INFO : Epoch 1788 | loss: 0.0311863 | val_loss: 0.0312068 | Time: 1603.58 ms
[2022-01-11 10:43:52 main:574] : INFO : Epoch 1789 | loss: 0.0311876 | val_loss: 0.0312026 | Time: 1612.05 ms
[2022-01-11 10:43:53 main:574] : INFO : Epoch 1790 | loss: 0.0311867 | val_loss: 0.0312019 | Time: 1596.77 ms
[2022-01-11 10:43:55 main:574] : INFO : Epoch 1791 | loss: 0.0311865 | val_loss: 0.0312 | Time: 1602.86 ms
[2022-01-11 10:43:57 main:574] : INFO : Epoch 1792 | loss: 0.0311846 | val_loss: 0.0311999 | Time: 1579.41 ms
[2022-01-11 10:43:58 main:574] : INFO : Epoch 1793 | loss: 0.031185 | val_loss: 0.0312018 | Time: 1611.59 ms
[2022-01-11 10:44:00 main:574] : INFO : Epoch 1794 | loss: 0.0311856 | val_loss: 0.0312006 | Time: 1599.16 ms
[2022-01-11 10:44:01 main:574] : INFO : Epoch 1795 | loss: 0.0311857 | val_loss: 0.0312034 | Time: 1582.73 ms
[2022-01-11 10:44:03 main:574] : INFO : Epoch 1796 | loss: 0.0311861 | val_loss: 0.0311998 | Time: 1618.1 ms
[2022-01-11 10:44:05 main:574] : INFO : Epoch 1797 | loss: 0.0311856 | val_loss: 0.031201 | Time: 1616.83 ms
[2022-01-11 10:44:06 main:574] : INFO : Epoch 1798 | loss: 0.0311848 | val_loss: 0.0312004 | Time: 1581.83 ms
[2022-01-11 10:44:08 main:574] : INFO : Epoch 1799 | loss: 0.0311863 | val_loss: 0.0312029 | Time: 1583.77 ms
[2022-01-11 10:44:09 main:574] : INFO : Epoch 1800 | loss: 0.0311857 | val_loss: 0.031201 | Time: 1601.47 ms
[2022-01-11 10:44:11 main:574] : INFO : Epoch 1801 | loss: 0.0311853 | val_loss: 0.031203 | Time: 1543.69 ms
[2022-01-11 10:44:13 main:574] : INFO : Epoch 1802 | loss: 0.0311871 | val_loss: 0.0312047 | Time: 1582.41 ms
[2022-01-11 10:44:14 main:574] : INFO : Epoch 1803 | loss: 0.0311857 | val_loss: 0.0312021 | Time: 1588.17 ms
[2022-01-11 10:44:16 main:574] : INFO : Epoch 1804 | loss: 0.0311847 | val_loss: 0.0312051 | Time: 1613.29 ms
[2022-01-11 10:44:17 main:574] : INFO : Epoch 1805 | loss: 0.0311866 | val_loss: 0.0312002 | Time: 1560.35 ms
[2022-01-11 10:44:19 main:574] : INFO : Epoch 1806 | loss: 0.0311844 | val_loss: 0.0312001 | Time: 1610.69 ms
[2022-01-11 10:44:21 main:574] : INFO : Epoch 1807 | loss: 0.0311842 | val_loss: 0.0311996 | Time: 1591.12 ms
[2022-01-11 10:44:22 main:574] : INFO : Epoch 1808 | loss: 0.0311855 | val_loss: 0.0312058 | Time: 1590 ms
[2022-01-11 10:44:24 main:574] : INFO : Epoch 1809 | loss: 0.0311861 | val_loss: 0.0312029 | Time: 1569.98 ms
[2022-01-11 10:44:25 main:574] : INFO : Epoch 1810 | loss: 0.0311856 | val_loss: 0.0312007 | Time: 1546.46 ms
[2022-01-11 10:44:27 main:574] : INFO : Epoch 1811 | loss: 0.0311863 | val_loss: 0.0312057 | Time: 1612.76 ms
[2022-01-11 10:44:28 main:574] : INFO : Epoch 1812 | loss: 0.0311878 | val_loss: 0.0312024 | Time: 1557.48 ms
[2022-01-11 10:44:30 main:574] : INFO : Epoch 1813 | loss: 0.0311862 | val_loss: 0.0312028 | Time: 1577.95 ms
[2022-01-11 10:44:32 main:574] : INFO : Epoch 1814 | loss: 0.0311847 | val_loss: 0.0311999 | Time: 1620.61 ms
[2022-01-11 10:44:33 main:574] : INFO : Epoch 1815 | loss: 0.0311842 | val_loss: 0.0311996 | Time: 1614.43 ms
[2022-01-11 10:44:35 main:574] : INFO : Epoch 1816 | loss: 0.0311841 | val_loss: 0.0311996 | Time: 1581.89 ms
[2022-01-11 10:44:37 main:574] : INFO : Epoch 1817 | loss: 0.0311852 | val_loss: 0.0312015 | Time: 1628.32 ms
[2022-01-11 10:44:38 main:574] : INFO : Epoch 1818 | loss: 0.0311849 | val_loss: 0.0311997 | Time: 1581.07 ms
[2022-01-11 10:44:40 main:574] : INFO : Epoch 1819 | loss: 0.0311842 | val_loss: 0.0312029 | Time: 1561.67 ms
[2022-01-11 10:44:41 main:574] : INFO : Epoch 1820 | loss: 0.0311854 | val_loss: 0.031206 | Time: 1578.51 ms
[2022-01-11 10:44:43 main:574] : INFO : Epoch 1821 | loss: 0.0311867 | val_loss: 0.0312057 | Time: 1599.87 ms
[2022-01-11 10:44:44 main:574] : INFO : Epoch 1822 | loss: 0.0311887 | val_loss: 0.031207 | Time: 1602.71 ms
[2022-01-11 10:44:46 main:574] : INFO : Epoch 1823 | loss: 0.0311874 | val_loss: 0.0312025 | Time: 1564.12 ms
[2022-01-11 10:44:48 main:574] : INFO : Epoch 1824 | loss: 0.0311853 | val_loss: 0.031202 | Time: 1629.64 ms
[2022-01-11 10:44:49 main:574] : INFO : Epoch 1825 | loss: 0.0311851 | val_loss: 0.0312015 | Time: 1616.71 ms
[2022-01-11 10:44:51 main:574] : INFO : Epoch 1826 | loss: 0.0311839 | val_loss: 0.0312012 | Time: 1546.98 ms
[2022-01-11 10:44:52 main:574] : INFO : Epoch 1827 | loss: 0.0311847 | val_loss: 0.0312014 | Time: 1586.45 ms
[2022-01-11 10:44:54 main:574] : INFO : Epoch 1828 | loss: 0.0311847 | val_loss: 0.0311992 | Time: 1609.53 ms
[2022-01-11 10:44:56 main:574] : INFO : Epoch 1829 | loss: 0.0311842 | val_loss: 0.0312 | Time: 1552.15 ms
[2022-01-11 10:44:57 main:574] : INFO : Epoch 1830 | loss: 0.031185 | val_loss: 0.0312066 | Time: 1568.22 ms
[2022-01-11 10:44:59 main:574] : INFO : Epoch 1831 | loss: 0.0311845 | val_loss: 0.0312001 | Time: 1593.4 ms
[2022-01-11 10:45:00 main:574] : INFO : Epoch 1832 | loss: 0.031184 | val_loss: 0.0312001 | Time: 1576.57 ms
[2022-01-11 10:45:02 main:574] : INFO : Epoch 1833 | loss: 0.0311851 | val_loss: 0.0312043 | Time: 1591.74 ms
[2022-01-11 10:45:03 main:574] : INFO : Epoch 1834 | loss: 0.0311859 | val_loss: 0.0312011 | Time: 1568.59 ms
[2022-01-11 10:45:05 main:574] : INFO : Epoch 1835 | loss: 0.0311838 | val_loss: 0.031202 | Time: 1564.23 ms
[2022-01-11 10:45:07 main:574] : INFO : Epoch 1836 | loss: 0.0311843 | val_loss: 0.0311992 | Time: 1588.55 ms
[2022-01-11 10:45:08 main:574] : INFO : Epoch 1837 | loss: 0.0311849 | val_loss: 0.0312023 | Time: 1618.17 ms
[2022-01-11 10:45:10 main:574] : INFO : Epoch 1838 | loss: 0.0311851 | val_loss: 0.0312018 | Time: 1588.34 ms
[2022-01-11 10:45:11 main:574] : INFO : Epoch 1839 | loss: 0.0311858 | val_loss: 0.0312004 | Time: 1622.92 ms
[2022-01-11 10:45:13 main:574] : INFO : Epoch 1840 | loss: 0.0311886 | val_loss: 0.0311999 | Time: 1575.12 ms
[2022-01-11 10:45:15 main:574] : INFO : Epoch 1841 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 1566.25 ms
[2022-01-11 10:45:16 main:574] : INFO : Epoch 1842 | loss: 0.0311898 | val_loss: 0.0312005 | Time: 1609.93 ms
[2022-01-11 10:45:18 main:574] : INFO : Epoch 1843 | loss: 0.031188 | val_loss: 0.0312005 | Time: 1600.59 ms
[2022-01-11 10:45:20 main:574] : INFO : Epoch 1844 | loss: 0.0311864 | val_loss: 0.0311989 | Time: 1643.85 ms
[2022-01-11 10:45:21 main:574] : INFO : Epoch 1845 | loss: 0.031186 | val_loss: 0.0312002 | Time: 1585.74 ms
[2022-01-11 10:45:23 main:574] : INFO : Epoch 1846 | loss: 0.0311882 | val_loss: 0.0312036 | Time: 1601.02 ms
[2022-01-11 10:45:24 main:574] : INFO : Epoch 1847 | loss: 0.0311869 | val_loss: 0.0312009 | Time: 1548.39 ms
[2022-01-11 10:45:26 main:574] : INFO : Epoch 1848 | loss: 0.0311854 | val_loss: 0.0311989 | Time: 1547 ms
[2022-01-11 10:45:27 main:574] : INFO : Epoch 1849 | loss: 0.0311849 | val_loss: 0.0311994 | Time: 1585.2 ms
[2022-01-11 10:45:29 main:574] : INFO : Epoch 1850 | loss: 0.0311846 | val_loss: 0.0311989 | Time: 1574.46 ms
[2022-01-11 10:45:31 main:574] : INFO : Epoch 1851 | loss: 0.0311856 | val_loss: 0.0312035 | Time: 1564.72 ms
[2022-01-11 10:45:32 main:574] : INFO : Epoch 1852 | loss: 0.0311853 | val_loss: 0.0311994 | Time: 1605.07 ms
[2022-01-11 10:45:34 main:574] : INFO : Epoch 1853 | loss: 0.0311845 | val_loss: 0.0312003 | Time: 1602.98 ms
[2022-01-11 10:45:35 main:574] : INFO : Epoch 1854 | loss: 0.0311849 | val_loss: 0.0311995 | Time: 1581.67 ms
[2022-01-11 10:45:37 main:574] : INFO : Epoch 1855 | loss: 0.0311849 | val_loss: 0.0312004 | Time: 1567.03 ms
[2022-01-11 10:45:38 main:574] : INFO : Epoch 1856 | loss: 0.0311847 | val_loss: 0.0311987 | Time: 1536.29 ms
[2022-01-11 10:45:40 main:574] : INFO : Epoch 1857 | loss: 0.031186 | val_loss: 0.0311992 | Time: 1578.33 ms
[2022-01-11 10:45:42 main:574] : INFO : Epoch 1858 | loss: 0.0311858 | val_loss: 0.0312038 | Time: 1597.69 ms
[2022-01-11 10:45:43 main:574] : INFO : Epoch 1859 | loss: 0.0311863 | val_loss: 0.0311998 | Time: 1569.18 ms
[2022-01-11 10:45:45 main:574] : INFO : Epoch 1860 | loss: 0.0311853 | val_loss: 0.0311992 | Time: 1548.13 ms
[2022-01-11 10:45:46 main:574] : INFO : Epoch 1861 | loss: 0.0311842 | val_loss: 0.0311982 | Time: 1606.97 ms
[2022-01-11 10:45:48 main:574] : INFO : Epoch 1862 | loss: 0.0311843 | val_loss: 0.0311984 | Time: 1605.38 ms
[2022-01-11 10:45:50 main:574] : INFO : Epoch 1863 | loss: 0.0311847 | val_loss: 0.0312023 | Time: 1615.73 ms
[2022-01-11 10:45:51 main:574] : INFO : Epoch 1864 | loss: 0.0311846 | val_loss: 0.0312003 | Time: 1570.61 ms
[2022-01-11 10:45:53 main:574] : INFO : Epoch 1865 | loss: 0.0311849 | val_loss: 0.0311989 | Time: 1608.52 ms
[2022-01-11 10:45:54 main:574] : INFO : Epoch 1866 | loss: 0.0311853 | val_loss: 0.0311989 | Time: 1546.39 ms
[2022-01-11 10:45:56 main:574] : INFO : Epoch 1867 | loss: 0.0311839 | val_loss: 0.0311998 | Time: 1587.08 ms
[2022-01-11 10:45:57 main:574] : INFO : Epoch 1868 | loss: 0.0311889 | val_loss: 0.0312048 | Time: 1599.23 ms
[2022-01-11 10:45:59 main:574] : INFO : Epoch 1869 | loss: 0.0318295 | val_loss: 0.0547615 | Time: 1573.75 ms
[2022-01-11 10:46:01 main:574] : INFO : Epoch 1870 | loss: 0.039865 | val_loss: 0.0451715 | Time: 1589.75 ms
[2022-01-11 10:46:02 main:574] : INFO : Epoch 1871 | loss: 0.0356119 | val_loss: 0.0329583 | Time: 1582.39 ms
[2022-01-11 10:46:04 main:574] : INFO : Epoch 1872 | loss: 0.0319112 | val_loss: 0.0314194 | Time: 1585.6 ms
[2022-01-11 10:46:05 main:574] : INFO : Epoch 1873 | loss: 0.0313439 | val_loss: 0.031301 | Time: 1598.47 ms
[2022-01-11 10:46:07 main:574] : INFO : Epoch 1874 | loss: 0.0312688 | val_loss: 0.0312532 | Time: 1590.72 ms
[2022-01-11 10:46:09 main:574] : INFO : Epoch 1875 | loss: 0.0312528 | val_loss: 0.0312501 | Time: 1604.44 ms
[2022-01-11 10:46:10 main:574] : INFO : Epoch 1876 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 1609.46 ms
[2022-01-11 10:46:12 main:574] : INFO : Epoch 1877 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1551.26 ms
[2022-01-11 10:46:13 main:574] : INFO : Epoch 1878 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1571.35 ms
[2022-01-11 10:46:15 main:574] : INFO : Epoch 1879 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 1601.81 ms
[2022-01-11 10:46:17 main:574] : INFO : Epoch 1880 | loss: 0.0312428 | val_loss: 0.0312411 | Time: 1546.55 ms
[2022-01-11 10:46:18 main:574] : INFO : Epoch 1881 | loss: 0.0312409 | val_loss: 0.0312395 | Time: 1602.26 ms
[2022-01-11 10:46:20 main:574] : INFO : Epoch 1882 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1603.32 ms
[2022-01-11 10:46:21 main:574] : INFO : Epoch 1883 | loss: 0.0312368 | val_loss: 0.0312345 | Time: 1601.27 ms
[2022-01-11 10:46:23 main:574] : INFO : Epoch 1884 | loss: 0.0312338 | val_loss: 0.0312316 | Time: 1558.18 ms
[2022-01-11 10:46:24 main:574] : INFO : Epoch 1885 | loss: 0.0312311 | val_loss: 0.0312289 | Time: 1542.15 ms
[2022-01-11 10:46:26 main:574] : INFO : Epoch 1886 | loss: 0.0312285 | val_loss: 0.0312266 | Time: 1567.6 ms
[2022-01-11 10:46:28 main:574] : INFO : Epoch 1887 | loss: 0.0312266 | val_loss: 0.0312234 | Time: 1556.15 ms
[2022-01-11 10:46:29 main:574] : INFO : Epoch 1888 | loss: 0.031223 | val_loss: 0.0312202 | Time: 1547.91 ms
[2022-01-11 10:46:31 main:574] : INFO : Epoch 1889 | loss: 0.0312203 | val_loss: 0.0312177 | Time: 1514.67 ms
[2022-01-11 10:46:32 main:574] : INFO : Epoch 1890 | loss: 0.0312182 | val_loss: 0.0312168 | Time: 1530.14 ms
[2022-01-11 10:46:34 main:574] : INFO : Epoch 1891 | loss: 0.0312167 | val_loss: 0.0312146 | Time: 1550.57 ms
[2022-01-11 10:46:35 main:574] : INFO : Epoch 1892 | loss: 0.0312156 | val_loss: 0.0312138 | Time: 1576.07 ms
[2022-01-11 10:46:37 main:574] : INFO : Epoch 1893 | loss: 0.0312137 | val_loss: 0.0312118 | Time: 1579.69 ms
[2022-01-11 10:46:39 main:574] : INFO : Epoch 1894 | loss: 0.0312116 | val_loss: 0.0312079 | Time: 1600.27 ms
[2022-01-11 10:46:40 main:574] : INFO : Epoch 1895 | loss: 0.0312096 | val_loss: 0.0312083 | Time: 1608.33 ms
[2022-01-11 10:46:42 main:574] : INFO : Epoch 1896 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 1588.21 ms
[2022-01-11 10:46:43 main:574] : INFO : Epoch 1897 | loss: 0.0312067 | val_loss: 0.0312064 | Time: 1559.85 ms
[2022-01-11 10:46:45 main:574] : INFO : Epoch 1898 | loss: 0.0312064 | val_loss: 0.0312054 | Time: 1582.42 ms
[2022-01-11 10:46:46 main:574] : INFO : Epoch 1899 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 1593.79 ms
[2022-01-11 10:46:48 main:574] : INFO : Epoch 1900 | loss: 0.0312062 | val_loss: 0.031206 | Time: 1566.29 ms
[2022-01-11 10:46:50 main:574] : INFO : Epoch 1901 | loss: 0.0312057 | val_loss: 0.0312054 | Time: 1549.39 ms
[2022-01-11 10:46:51 main:574] : INFO : Epoch 1902 | loss: 0.0312055 | val_loss: 0.0312059 | Time: 1566.47 ms
[2022-01-11 10:46:53 main:574] : INFO : Epoch 1903 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 1593.81 ms
[2022-01-11 10:46:54 main:574] : INFO : Epoch 1904 | loss: 0.0312046 | val_loss: 0.0312044 | Time: 1601.91 ms
[2022-01-11 10:46:56 main:574] : INFO : Epoch 1905 | loss: 0.0312047 | val_loss: 0.0312053 | Time: 1631.16 ms
[2022-01-11 10:46:58 main:574] : INFO : Epoch 1906 | loss: 0.0312052 | val_loss: 0.0312041 | Time: 1613.33 ms
[2022-01-11 10:46:59 main:574] : INFO : Epoch 1907 | loss: 0.031205 | val_loss: 0.0312041 | Time: 1619.93 ms
[2022-01-11 10:47:01 main:574] : INFO : Epoch 1908 | loss: 0.031205 | val_loss: 0.0312057 | Time: 1565.51 ms
[2022-01-11 10:47:02 main:574] : INFO : Epoch 1909 | loss: 0.0312041 | val_loss: 0.031204 | Time: 1538.9 ms
[2022-01-11 10:47:04 main:574] : INFO : Epoch 1910 | loss: 0.0312037 | val_loss: 0.0312037 | Time: 1628.06 ms
[2022-01-11 10:47:06 main:574] : INFO : Epoch 1911 | loss: 0.0312052 | val_loss: 0.0312041 | Time: 1587.2 ms
[2022-01-11 10:47:07 main:574] : INFO : Epoch 1912 | loss: 0.0312043 | val_loss: 0.0312043 | Time: 1639.19 ms
[2022-01-11 10:47:09 main:574] : INFO : Epoch 1913 | loss: 0.0312046 | val_loss: 0.0312039 | Time: 1589.24 ms
[2022-01-11 10:47:10 main:574] : INFO : Epoch 1914 | loss: 0.0312042 | val_loss: 0.031206 | Time: 1591.83 ms
[2022-01-11 10:47:12 main:574] : INFO : Epoch 1915 | loss: 0.0312065 | val_loss: 0.0312075 | Time: 1635.78 ms
[2022-01-11 10:47:14 main:574] : INFO : Epoch 1916 | loss: 0.0312064 | val_loss: 0.0312063 | Time: 1572.27 ms
[2022-01-11 10:47:15 main:574] : INFO : Epoch 1917 | loss: 0.0312074 | val_loss: 0.0312142 | Time: 1562.66 ms
[2022-01-11 10:47:17 main:574] : INFO : Epoch 1918 | loss: 0.0312066 | val_loss: 0.0312052 | Time: 1552.65 ms
[2022-01-11 10:47:18 main:574] : INFO : Epoch 1919 | loss: 0.0312038 | val_loss: 0.0312073 | Time: 1542.26 ms
[2022-01-11 10:47:20 main:574] : INFO : Epoch 1920 | loss: 0.0312038 | val_loss: 0.031205 | Time: 1562.09 ms
[2022-01-11 10:47:21 main:574] : INFO : Epoch 1921 | loss: 0.0312029 | val_loss: 0.031205 | Time: 1575.11 ms
[2022-01-11 10:47:23 main:574] : INFO : Epoch 1922 | loss: 0.0312018 | val_loss: 0.0312065 | Time: 1607.31 ms
[2022-01-11 10:47:25 main:574] : INFO : Epoch 1923 | loss: 0.0312011 | val_loss: 0.0312057 | Time: 1595.62 ms
[2022-01-11 10:47:26 main:574] : INFO : Epoch 1924 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 1613.62 ms
[2022-01-11 10:47:28 main:574] : INFO : Epoch 1925 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 1551.41 ms
[2022-01-11 10:47:29 main:574] : INFO : Epoch 1926 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 1599.21 ms
[2022-01-11 10:47:31 main:574] : INFO : Epoch 1927 | loss: 0.0311992 | val_loss: 0.031205 | Time: 1523.61 ms
[2022-01-11 10:47:32 main:574] : INFO : Epoch 1928 | loss: 0.0312004 | val_loss: 0.031203 | Time: 1529.28 ms
[2022-01-11 10:47:34 main:574] : INFO : Epoch 1929 | loss: 0.0311989 | val_loss: 0.0312029 | Time: 1521.05 ms
[2022-01-11 10:47:36 main:574] : INFO : Epoch 1930 | loss: 0.0311994 | val_loss: 0.0312063 | Time: 1581.66 ms
[2022-01-11 10:47:37 main:574] : INFO : Epoch 1931 | loss: 0.0312001 | val_loss: 0.0312046 | Time: 1585.08 ms
[2022-01-11 10:47:39 main:574] : INFO : Epoch 1932 | loss: 0.0311996 | val_loss: 0.0312039 | Time: 1582.66 ms
[2022-01-11 10:47:40 main:574] : INFO : Epoch 1933 | loss: 0.0311986 | val_loss: 0.031203 | Time: 1588.32 ms
[2022-01-11 10:47:42 main:574] : INFO : Epoch 1934 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 1539.26 ms
[2022-01-11 10:47:43 main:574] : INFO : Epoch 1935 | loss: 0.0311988 | val_loss: 0.0312083 | Time: 1548.23 ms
[2022-01-11 10:47:45 main:574] : INFO : Epoch 1936 | loss: 0.0312009 | val_loss: 0.0312082 | Time: 1578.94 ms
[2022-01-11 10:47:47 main:574] : INFO : Epoch 1937 | loss: 0.0312014 | val_loss: 0.0312045 | Time: 1594.61 ms
[2022-01-11 10:47:48 main:574] : INFO : Epoch 1938 | loss: 0.0311991 | val_loss: 0.0312031 | Time: 1561.75 ms
[2022-01-11 10:47:50 main:574] : INFO : Epoch 1939 | loss: 0.0311978 | val_loss: 0.0312023 | Time: 1609.64 ms
[2022-01-11 10:47:51 main:574] : INFO : Epoch 1940 | loss: 0.031199 | val_loss: 0.0312063 | Time: 1618.97 ms
[2022-01-11 10:47:53 main:574] : INFO : Epoch 1941 | loss: 0.0312 | val_loss: 0.0312032 | Time: 1603.56 ms
[2022-01-11 10:47:55 main:574] : INFO : Epoch 1942 | loss: 0.0311993 | val_loss: 0.0312104 | Time: 1637.68 ms
[2022-01-11 10:47:56 main:574] : INFO : Epoch 1943 | loss: 0.0311994 | val_loss: 0.0312059 | Time: 1582.5 ms
[2022-01-11 10:47:58 main:574] : INFO : Epoch 1944 | loss: 0.0311986 | val_loss: 0.0312033 | Time: 1602.43 ms
[2022-01-11 10:47:59 main:574] : INFO : Epoch 1945 | loss: 0.0311986 | val_loss: 0.0312049 | Time: 1584.68 ms
[2022-01-11 10:48:01 main:574] : INFO : Epoch 1946 | loss: 0.0311978 | val_loss: 0.0312049 | Time: 1571.69 ms
[2022-01-11 10:48:03 main:574] : INFO : Epoch 1947 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 1567.35 ms
[2022-01-11 10:48:04 main:574] : INFO : Epoch 1948 | loss: 0.0311971 | val_loss: 0.031203 | Time: 1613.18 ms
[2022-01-11 10:48:06 main:574] : INFO : Epoch 1949 | loss: 0.0311984 | val_loss: 0.031205 | Time: 1617.83 ms
[2022-01-11 10:48:07 main:574] : INFO : Epoch 1950 | loss: 0.031198 | val_loss: 0.0312052 | Time: 1578.72 ms
[2022-01-11 10:48:09 main:574] : INFO : Epoch 1951 | loss: 0.0311997 | val_loss: 0.0312049 | Time: 1596.33 ms
[2022-01-11 10:48:11 main:574] : INFO : Epoch 1952 | loss: 0.0311973 | val_loss: 0.0312029 | Time: 1572.78 ms
[2022-01-11 10:48:12 main:574] : INFO : Epoch 1953 | loss: 0.0311985 | val_loss: 0.0312024 | Time: 1576.92 ms
[2022-01-11 10:48:14 main:574] : INFO : Epoch 1954 | loss: 0.0311972 | val_loss: 0.031203 | Time: 1563.57 ms
[2022-01-11 10:48:15 main:574] : INFO : Epoch 1955 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 1583.02 ms
[2022-01-11 10:48:17 main:574] : INFO : Epoch 1956 | loss: 0.031197 | val_loss: 0.0312036 | Time: 1647.84 ms
[2022-01-11 10:48:18 main:574] : INFO : Epoch 1957 | loss: 0.0311981 | val_loss: 0.0312031 | Time: 1591.67 ms
[2022-01-11 10:48:20 main:574] : INFO : Epoch 1958 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 1602.46 ms
[2022-01-11 10:48:22 main:574] : INFO : Epoch 1959 | loss: 0.0311965 | val_loss: 0.0312023 | Time: 1619.88 ms
[2022-01-11 10:48:23 main:574] : INFO : Epoch 1960 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 1625.28 ms
[2022-01-11 10:48:25 main:574] : INFO : Epoch 1961 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 1586.05 ms
[2022-01-11 10:48:27 main:574] : INFO : Epoch 1962 | loss: 0.0311972 | val_loss: 0.0312022 | Time: 1589.62 ms
[2022-01-11 10:48:28 main:574] : INFO : Epoch 1963 | loss: 0.031196 | val_loss: 0.0312028 | Time: 1582.08 ms
[2022-01-11 10:48:30 main:574] : INFO : Epoch 1964 | loss: 0.0311964 | val_loss: 0.0312029 | Time: 1627.25 ms
[2022-01-11 10:48:31 main:574] : INFO : Epoch 1965 | loss: 0.0311963 | val_loss: 0.0312027 | Time: 1620.1 ms
[2022-01-11 10:48:33 main:574] : INFO : Epoch 1966 | loss: 0.0311959 | val_loss: 0.0312019 | Time: 1619.02 ms
[2022-01-11 10:48:35 main:574] : INFO : Epoch 1967 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 1540.77 ms
[2022-01-11 10:48:36 main:574] : INFO : Epoch 1968 | loss: 0.0311961 | val_loss: 0.0312031 | Time: 1600.24 ms
[2022-01-11 10:48:38 main:574] : INFO : Epoch 1969 | loss: 0.031196 | val_loss: 0.0312019 | Time: 1620.89 ms
[2022-01-11 10:48:39 main:574] : INFO : Epoch 1970 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 1580.71 ms
[2022-01-11 10:48:41 main:574] : INFO : Epoch 1971 | loss: 0.0311961 | val_loss: 0.0312019 | Time: 1631.09 ms
[2022-01-11 10:48:43 main:574] : INFO : Epoch 1972 | loss: 0.0311952 | val_loss: 0.031203 | Time: 1583.73 ms
[2022-01-11 10:48:44 main:574] : INFO : Epoch 1973 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 1587.09 ms
[2022-01-11 10:48:46 main:574] : INFO : Epoch 1974 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 1560.81 ms
[2022-01-11 10:48:47 main:574] : INFO : Epoch 1975 | loss: 0.0311961 | val_loss: 0.0312017 | Time: 1566.33 ms
[2022-01-11 10:48:49 main:574] : INFO : Epoch 1976 | loss: 0.0311955 | val_loss: 0.0312018 | Time: 1580.13 ms
[2022-01-11 10:48:50 main:574] : INFO : Epoch 1977 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 1603.69 ms
[2022-01-11 10:48:52 main:574] : INFO : Epoch 1978 | loss: 0.0311971 | val_loss: 0.0312046 | Time: 1622.31 ms
[2022-01-11 10:48:54 main:574] : INFO : Epoch 1979 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 1579.98 ms
[2022-01-11 10:48:55 main:574] : INFO : Epoch 1980 | loss: 0.0311954 | val_loss: 0.031203 | Time: 1606.77 ms
[2022-01-11 10:48:57 main:574] : INFO : Epoch 1981 | loss: 0.0311969 | val_loss: 0.0312052 | Time: 1577.38 ms
[2022-01-11 10:48:58 main:574] : INFO : Epoch 1982 | loss: 0.0311971 | val_loss: 0.031202 | Time: 1579.16 ms
[2022-01-11 10:49:00 main:574] : INFO : Epoch 1983 | loss: 0.0311967 | val_loss: 0.0312023 | Time: 1582.23 ms
[2022-01-11 10:49:02 main:574] : INFO : Epoch 1984 | loss: 0.0311973 | val_loss: 0.031205 | Time: 1638.6 ms
[2022-01-11 10:49:03 main:574] : INFO : Epoch 1985 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 1565.74 ms
[2022-01-11 10:49:05 main:574] : INFO : Epoch 1986 | loss: 0.0311954 | val_loss: 0.031202 | Time: 1607.99 ms
[2022-01-11 10:49:06 main:574] : INFO : Epoch 1987 | loss: 0.0311955 | val_loss: 0.0312027 | Time: 1614.43 ms
[2022-01-11 10:49:08 main:574] : INFO : Epoch 1988 | loss: 0.0311959 | val_loss: 0.0312016 | Time: 1593.93 ms
[2022-01-11 10:49:10 main:574] : INFO : Epoch 1989 | loss: 0.0311949 | val_loss: 0.0312042 | Time: 1588.37 ms
[2022-01-11 10:49:11 main:574] : INFO : Epoch 1990 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 1559.79 ms
[2022-01-11 10:49:13 main:574] : INFO : Epoch 1991 | loss: 0.0311961 | val_loss: 0.0312019 | Time: 1574.48 ms
[2022-01-11 10:49:14 main:574] : INFO : Epoch 1992 | loss: 0.0311954 | val_loss: 0.0312015 | Time: 1576.73 ms
[2022-01-11 10:49:16 main:574] : INFO : Epoch 1993 | loss: 0.0311977 | val_loss: 0.0312057 | Time: 1555.89 ms
[2022-01-11 10:49:18 main:574] : INFO : Epoch 1994 | loss: 0.0311963 | val_loss: 0.0312018 | Time: 1587.31 ms
[2022-01-11 10:49:19 main:574] : INFO : Epoch 1995 | loss: 0.0311956 | val_loss: 0.0312034 | Time: 1616.28 ms
[2022-01-11 10:49:21 main:574] : INFO : Epoch 1996 | loss: 0.0311951 | val_loss: 0.031204 | Time: 1628.25 ms
[2022-01-11 10:49:22 main:574] : INFO : Epoch 1997 | loss: 0.031195 | val_loss: 0.0312021 | Time: 1554.06 ms
[2022-01-11 10:49:24 main:574] : INFO : Epoch 1998 | loss: 0.0311966 | val_loss: 0.0312045 | Time: 1573.07 ms
[2022-01-11 10:49:26 main:574] : INFO : Epoch 1999 | loss: 0.0311955 | val_loss: 0.0312034 | Time: 1633.48 ms
[2022-01-11 10:49:27 main:574] : INFO : Epoch 2000 | loss: 0.0311944 | val_loss: 0.0312017 | Time: 1590.76 ms
[2022-01-11 10:49:29 main:574] : INFO : Epoch 2001 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 1552.67 ms
[2022-01-11 10:49:30 main:574] : INFO : Epoch 2002 | loss: 0.0311949 | val_loss: 0.031203 | Time: 1610.67 ms
[2022-01-11 10:49:32 main:574] : INFO : Epoch 2003 | loss: 0.0311962 | val_loss: 0.0312035 | Time: 1595.56 ms
[2022-01-11 10:49:33 main:574] : INFO : Epoch 2004 | loss: 0.0311938 | val_loss: 0.0312016 | Time: 1570.51 ms
[2022-01-11 10:49:35 main:574] : INFO : Epoch 2005 | loss: 0.0311938 | val_loss: 0.0312026 | Time: 1621.67 ms
[2022-01-11 10:49:37 main:574] : INFO : Epoch 2006 | loss: 0.0311944 | val_loss: 0.0312025 | Time: 1572.67 ms
[2022-01-11 10:49:38 main:574] : INFO : Epoch 2007 | loss: 0.031194 | val_loss: 0.0312028 | Time: 1597.83 ms
[2022-01-11 10:49:40 main:574] : INFO : Epoch 2008 | loss: 0.0311937 | val_loss: 0.0312018 | Time: 1586.35 ms
[2022-01-11 10:49:41 main:574] : INFO : Epoch 2009 | loss: 0.0311942 | val_loss: 0.0312016 | Time: 1553.93 ms
[2022-01-11 10:49:43 main:574] : INFO : Epoch 2010 | loss: 0.0311939 | val_loss: 0.0312033 | Time: 1603.14 ms
[2022-01-11 10:49:45 main:574] : INFO : Epoch 2011 | loss: 0.0311955 | val_loss: 0.0312024 | Time: 1618.81 ms
[2022-01-11 10:49:46 main:574] : INFO : Epoch 2012 | loss: 0.0311942 | val_loss: 0.0312013 | Time: 1593.42 ms
[2022-01-11 10:49:48 main:574] : INFO : Epoch 2013 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 1631.07 ms
[2022-01-11 10:49:50 main:574] : INFO : Epoch 2014 | loss: 0.0311938 | val_loss: 0.0312027 | Time: 1627.04 ms
[2022-01-11 10:49:51 main:574] : INFO : Epoch 2015 | loss: 0.0311937 | val_loss: 0.031201 | Time: 1657.8 ms
[2022-01-11 10:49:53 main:574] : INFO : Epoch 2016 | loss: 0.0311943 | val_loss: 0.0312025 | Time: 1626.77 ms
[2022-01-11 10:49:54 main:574] : INFO : Epoch 2017 | loss: 0.0311943 | val_loss: 0.0312028 | Time: 1632.74 ms
[2022-01-11 10:49:56 main:574] : INFO : Epoch 2018 | loss: 0.0311946 | val_loss: 0.0312013 | Time: 1604.99 ms
[2022-01-11 10:49:58 main:574] : INFO : Epoch 2019 | loss: 0.0311943 | val_loss: 0.0312101 | Time: 1565.26 ms
[2022-01-11 10:49:59 main:574] : INFO : Epoch 2020 | loss: 0.0311956 | val_loss: 0.0312015 | Time: 1597.84 ms
[2022-01-11 10:50:01 main:574] : INFO : Epoch 2021 | loss: 0.0311937 | val_loss: 0.0312028 | Time: 1555.26 ms
[2022-01-11 10:50:02 main:574] : INFO : Epoch 2022 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 1582.48 ms
[2022-01-11 10:50:04 main:574] : INFO : Epoch 2023 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 1585.33 ms
[2022-01-11 10:50:06 main:574] : INFO : Epoch 2024 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 1563.91 ms
[2022-01-11 10:50:07 main:574] : INFO : Epoch 2025 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 1571.05 ms
[2022-01-11 10:50:09 main:574] : INFO : Epoch 2026 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 1609.96 ms
[2022-01-11 10:50:10 main:574] : INFO : Epoch 2027 | loss: 0.0311943 | val_loss: 0.0312012 | Time: 1586.71 ms
[2022-01-11 10:50:12 main:574] : INFO : Epoch 2028 | loss: 0.0311947 | val_loss: 0.0312009 | Time: 1585.33 ms
[2022-01-11 10:50:13 main:574] : INFO : Epoch 2029 | loss: 0.0311958 | val_loss: 0.0312061 | Time: 1579.26 ms
[2022-01-11 10:50:15 main:574] : INFO : Epoch 2030 | loss: 0.0311961 | val_loss: 0.031201 | Time: 1608.74 ms
[2022-01-11 10:50:17 main:574] : INFO : Epoch 2031 | loss: 0.0311938 | val_loss: 0.0312081 | Time: 1586.25 ms
[2022-01-11 10:50:18 main:574] : INFO : Epoch 2032 | loss: 0.0311952 | val_loss: 0.0312022 | Time: 1609.18 ms
[2022-01-11 10:50:20 main:574] : INFO : Epoch 2033 | loss: 0.0311958 | val_loss: 0.0312027 | Time: 1585.36 ms
[2022-01-11 10:50:21 main:574] : INFO : Epoch 2034 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 1538.74 ms
[2022-01-11 10:50:23 main:574] : INFO : Epoch 2035 | loss: 0.0311971 | val_loss: 0.0312028 | Time: 1596.63 ms
[2022-01-11 10:50:25 main:574] : INFO : Epoch 2036 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 1563.68 ms
[2022-01-11 10:50:26 main:574] : INFO : Epoch 2037 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 1583.53 ms
[2022-01-11 10:50:28 main:574] : INFO : Epoch 2038 | loss: 0.0311934 | val_loss: 0.0312026 | Time: 1578.38 ms
[2022-01-11 10:50:29 main:574] : INFO : Epoch 2039 | loss: 0.0311938 | val_loss: 0.0312033 | Time: 1553.88 ms
[2022-01-11 10:50:31 main:574] : INFO : Epoch 2040 | loss: 0.031196 | val_loss: 0.031202 | Time: 1563.51 ms
[2022-01-11 10:50:32 main:574] : INFO : Epoch 2041 | loss: 0.0311938 | val_loss: 0.0312049 | Time: 1580.92 ms
[2022-01-11 10:50:34 main:574] : INFO : Epoch 2042 | loss: 0.0311934 | val_loss: 0.0312022 | Time: 1553.9 ms
[2022-01-11 10:50:36 main:574] : INFO : Epoch 2043 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 1560.42 ms
[2022-01-11 10:50:37 main:574] : INFO : Epoch 2044 | loss: 0.031194 | val_loss: 0.0312017 | Time: 1570.66 ms
[2022-01-11 10:50:39 main:574] : INFO : Epoch 2045 | loss: 0.0311948 | val_loss: 0.0312025 | Time: 1567.67 ms
[2022-01-11 10:50:40 main:574] : INFO : Epoch 2046 | loss: 0.0311935 | val_loss: 0.031201 | Time: 1634.99 ms
[2022-01-11 10:50:42 main:574] : INFO : Epoch 2047 | loss: 0.0311953 | val_loss: 0.0312028 | Time: 1548.05 ms
[2022-01-11 10:50:43 main:574] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312057 | Time: 1593.37 ms
[2022-01-11 10:50:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312057
[2022-01-11 10:50:43 main:603] : INFO : Saving end state to config to file
[2022-01-11 10:50:43 main:608] : INFO : Success, exiting..
10:50:43 (1484): 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)