Task 14535737
| Name | ParityModified-1647042532-5371-3-0_0 |
| Workunit | 11574297 |
| Created | 7 Apr 2022, 5:28:17 UTC |
| Sent | 10 Apr 2022, 22:39:31 UTC |
| Report deadline | 18 Apr 2022, 22:39:31 UTC |
| Received | 12 Apr 2022, 1:27:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13905 |
| Run time | 58 min 39 sec |
| CPU time | 53 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 1613.18 ms
[2022-04-11 19:44:14 main:574] : INFO : Epoch 1543 | loss: 0.0312039 | val_loss: 0.0312072 | Time: 1599.91 ms
[2022-04-11 19:44:15 main:574] : INFO : Epoch 1544 | loss: 0.0312073 | val_loss: 0.0312216 | Time: 1585.73 ms
[2022-04-11 19:44:17 main:574] : INFO : Epoch 1545 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 1589.39 ms
[2022-04-11 19:44:18 main:574] : INFO : Epoch 1546 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 1586.2 ms
[2022-04-11 19:44:20 main:574] : INFO : Epoch 1547 | loss: 0.0312025 | val_loss: 0.0312059 | Time: 1595.35 ms
[2022-04-11 19:44:22 main:574] : INFO : Epoch 1548 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 1626.23 ms
[2022-04-11 19:44:23 main:574] : INFO : Epoch 1549 | loss: 0.0312036 | val_loss: 0.031209 | Time: 1585.36 ms
[2022-04-11 19:44:25 main:574] : INFO : Epoch 1550 | loss: 0.0312013 | val_loss: 0.0312041 | Time: 1574.29 ms
[2022-04-11 19:44:26 main:574] : INFO : Epoch 1551 | loss: 0.0312016 | val_loss: 0.0312051 | Time: 1583.29 ms
[2022-04-11 19:44:28 main:574] : INFO : Epoch 1552 | loss: 0.0312004 | val_loss: 0.031203 | Time: 1599.9 ms
[2022-04-11 19:44:30 main:574] : INFO : Epoch 1553 | loss: 0.0311996 | val_loss: 0.0312028 | Time: 1612.64 ms
[2022-04-11 19:44:31 main:574] : INFO : Epoch 1554 | loss: 0.0312011 | val_loss: 0.031203 | Time: 1587.08 ms
[2022-04-11 19:44:33 main:574] : INFO : Epoch 1555 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 1610.75 ms
[2022-04-11 19:44:34 main:574] : INFO : Epoch 1556 | loss: 0.0312018 | val_loss: 0.0312051 | Time: 1580.03 ms
[2022-04-11 19:44:36 main:574] : INFO : Epoch 1557 | loss: 0.0312015 | val_loss: 0.0312032 | Time: 1595.37 ms
[2022-04-11 19:44:38 main:574] : INFO : Epoch 1558 | loss: 0.031199 | val_loss: 0.0312019 | Time: 1588.37 ms
[2022-04-11 19:44:39 main:574] : INFO : Epoch 1559 | loss: 0.0311991 | val_loss: 0.0312098 | Time: 1578.32 ms
[2022-04-11 19:44:41 main:574] : INFO : Epoch 1560 | loss: 0.0312036 | val_loss: 0.0312025 | Time: 1607.82 ms
[2022-04-11 19:44:42 main:574] : INFO : Epoch 1561 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1592.11 ms
[2022-04-11 19:44:44 main:574] : INFO : Epoch 1562 | loss: 0.0312 | val_loss: 0.0312029 | Time: 1584.35 ms
[2022-04-11 19:44:46 main:574] : INFO : Epoch 1563 | loss: 0.0311996 | val_loss: 0.0312055 | Time: 1603.5 ms
[2022-04-11 19:44:47 main:574] : INFO : Epoch 1564 | loss: 0.0311988 | val_loss: 0.0312007 | Time: 1604.33 ms
[2022-04-11 19:44:49 main:574] : INFO : Epoch 1565 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 1584.7 ms
[2022-04-11 19:44:50 main:574] : INFO : Epoch 1566 | loss: 0.0311979 | val_loss: 0.0312006 | Time: 1585.81 ms
[2022-04-11 19:44:52 main:574] : INFO : Epoch 1567 | loss: 0.0311981 | val_loss: 0.0312045 | Time: 1727.15 ms
[2022-04-11 19:44:54 main:574] : INFO : Epoch 1568 | loss: 0.0311993 | val_loss: 0.0312009 | Time: 1598.28 ms
[2022-04-11 19:44:55 main:574] : INFO : Epoch 1569 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 1595.15 ms
[2022-04-11 19:44:57 main:574] : INFO : Epoch 1570 | loss: 0.0312003 | val_loss: 0.0312036 | Time: 1668.17 ms
[2022-04-11 19:44:59 main:574] : INFO : Epoch 1571 | loss: 0.0311998 | val_loss: 0.0312028 | Time: 1597.42 ms
[2022-04-11 19:45:00 main:574] : INFO : Epoch 1572 | loss: 0.0311984 | val_loss: 0.0312032 | Time: 1603.08 ms
[2022-04-11 19:45:02 main:574] : INFO : Epoch 1573 | loss: 0.0311992 | val_loss: 0.0312105 | Time: 1600.17 ms
[2022-04-11 19:45:03 main:574] : INFO : Epoch 1574 | loss: 0.0311974 | val_loss: 0.0312022 | Time: 1625.64 ms
[2022-04-11 19:45:05 main:574] : INFO : Epoch 1575 | loss: 0.0311968 | val_loss: 0.0312009 | Time: 1587.3 ms
[2022-04-11 19:45:07 main:574] : INFO : Epoch 1576 | loss: 0.0311965 | val_loss: 0.0312007 | Time: 1608.61 ms
[2022-04-11 19:45:08 main:574] : INFO : Epoch 1577 | loss: 0.0311957 | val_loss: 0.0312 | Time: 1624.02 ms
[2022-04-11 19:45:10 main:574] : INFO : Epoch 1578 | loss: 0.0311973 | val_loss: 0.0312033 | Time: 1601.33 ms
[2022-04-11 19:45:11 main:574] : INFO : Epoch 1579 | loss: 0.0311985 | val_loss: 0.0312001 | Time: 1601.38 ms
[2022-04-11 19:45:13 main:574] : INFO : Epoch 1580 | loss: 0.0311973 | val_loss: 0.0312008 | Time: 1632.2 ms
[2022-04-11 19:45:15 main:574] : INFO : Epoch 1581 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 1595.7 ms
[2022-04-11 19:45:16 main:574] : INFO : Epoch 1582 | loss: 0.0311995 | val_loss: 0.0312056 | Time: 1606.79 ms
[2022-04-11 19:45:18 main:574] : INFO : Epoch 1583 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 1643.54 ms
[2022-04-11 19:45:19 main:574] : INFO : Epoch 1584 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 1596.63 ms
[2022-04-11 19:45:21 main:574] : INFO : Epoch 1585 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 1623.29 ms
[2022-04-11 19:45:23 main:574] : INFO : Epoch 1586 | loss: 0.0311979 | val_loss: 0.0312027 | Time: 1607.39 ms
[2022-04-11 19:45:24 main:574] : INFO : Epoch 1587 | loss: 0.0311958 | val_loss: 0.0312 | Time: 1594.15 ms
[2022-04-11 19:45:26 main:574] : INFO : Epoch 1588 | loss: 0.0311956 | val_loss: 0.0311998 | Time: 1590.99 ms
[2022-04-11 19:45:28 main:574] : INFO : Epoch 1589 | loss: 0.0311977 | val_loss: 0.0312001 | Time: 1597.22 ms
[2022-04-11 19:45:29 main:574] : INFO : Epoch 1590 | loss: 0.0311963 | val_loss: 0.0312052 | Time: 1611.01 ms
[2022-04-11 19:45:31 main:574] : INFO : Epoch 1591 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 1602.16 ms
[2022-04-11 19:45:32 main:574] : INFO : Epoch 1592 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 1591.46 ms
[2022-04-11 19:45:34 main:574] : INFO : Epoch 1593 | loss: 0.0311951 | val_loss: 0.0312002 | Time: 1588.39 ms
[2022-04-11 19:45:36 main:574] : INFO : Epoch 1594 | loss: 0.0311964 | val_loss: 0.0312002 | Time: 1583.24 ms
[2022-04-11 19:45:37 main:574] : INFO : Epoch 1595 | loss: 0.0311962 | val_loss: 0.0312 | Time: 1642 ms
[2022-04-11 19:45:39 main:574] : INFO : Epoch 1596 | loss: 0.0311955 | val_loss: 0.0312001 | Time: 1599.1 ms
[2022-04-11 19:45:40 main:574] : INFO : Epoch 1597 | loss: 0.0311973 | val_loss: 0.0311998 | Time: 1603.17 ms
[2022-04-11 19:45:42 main:574] : INFO : Epoch 1598 | loss: 0.0311979 | val_loss: 0.0312022 | Time: 1621.44 ms
[2022-04-11 19:45:44 main:574] : INFO : Epoch 1599 | loss: 0.0311987 | val_loss: 0.0311985 | Time: 1626.48 ms
[2022-04-11 19:45:45 main:574] : INFO : Epoch 1600 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 1602.4 ms
[2022-04-11 19:45:47 main:574] : INFO : Epoch 1601 | loss: 0.031199 | val_loss: 0.0312037 | Time: 1644.15 ms
[2022-04-11 19:45:49 main:574] : INFO : Epoch 1602 | loss: 0.0312059 | val_loss: 0.0312103 | Time: 1671.05 ms
[2022-04-11 19:45:50 main:574] : INFO : Epoch 1603 | loss: 0.0312128 | val_loss: 0.0312102 | Time: 1605.7 ms
[2022-04-11 19:45:52 main:574] : INFO : Epoch 1604 | loss: 0.0312098 | val_loss: 0.0312084 | Time: 1575.62 ms
[2022-04-11 19:45:53 main:574] : INFO : Epoch 1605 | loss: 0.0312093 | val_loss: 0.0312079 | Time: 1584.25 ms
[2022-04-11 19:45:55 main:574] : INFO : Epoch 1606 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 1595.16 ms
[2022-04-11 19:45:57 main:574] : INFO : Epoch 1607 | loss: 0.0312069 | val_loss: 0.0312083 | Time: 1596.44 ms
[2022-04-11 19:45:58 main:574] : INFO : Epoch 1608 | loss: 0.0312067 | val_loss: 0.0312069 | Time: 1612.13 ms
[2022-04-11 19:46:00 main:574] : INFO : Epoch 1609 | loss: 0.0312071 | val_loss: 0.0312139 | Time: 1588.88 ms
[2022-04-11 19:46:01 main:574] : INFO : Epoch 1610 | loss: 0.0312078 | val_loss: 0.0312136 | Time: 1581.39 ms
[2022-04-11 19:46:03 main:574] : INFO : Epoch 1611 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 1581.66 ms
[2022-04-11 19:46:05 main:574] : INFO : Epoch 1612 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 1589.84 ms
[2022-04-11 19:46:06 main:574] : INFO : Epoch 1613 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 1584.33 ms
[2022-04-11 19:46:08 main:574] : INFO : Epoch 1614 | loss: 0.0312042 | val_loss: 0.0312053 | Time: 1617.11 ms
[2022-04-11 19:46:09 main:574] : INFO : Epoch 1615 | loss: 0.031207 | val_loss: 0.0312128 | Time: 1596.36 ms
[2022-04-11 19:46:11 main:574] : INFO : Epoch 1616 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 1572.34 ms
[2022-04-11 19:46:12 main:574] : INFO : Epoch 1617 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 1586.51 ms
[2022-04-11 19:46:14 main:574] : INFO : Epoch 1618 | loss: 0.0312016 | val_loss: 0.0312046 | Time: 1587.99 ms
[2022-04-11 19:46:16 main:574] : INFO : Epoch 1619 | loss: 0.0312026 | val_loss: 0.0312132 | Time: 1585.32 ms
[2022-04-11 19:46:17 main:574] : INFO : Epoch 1620 | loss: 0.0312028 | val_loss: 0.0312046 | Time: 1624.8 ms
[2022-04-11 19:46:19 main:574] : INFO : Epoch 1621 | loss: 0.0312016 | val_loss: 0.0312041 | Time: 1624.4 ms
[2022-04-11 19:46:21 main:574] : INFO : Epoch 1622 | loss: 0.0312006 | val_loss: 0.0312037 | Time: 1625.68 ms
[2022-04-11 19:46:22 main:574] : INFO : Epoch 1623 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 1587.07 ms
[2022-04-11 19:46:24 main:574] : INFO : Epoch 1624 | loss: 0.0312013 | val_loss: 0.0312115 | Time: 1602.16 ms
[2022-04-11 19:46:25 main:574] : INFO : Epoch 1625 | loss: 0.0312033 | val_loss: 0.0312059 | Time: 1582.82 ms
[2022-04-11 19:46:27 main:574] : INFO : Epoch 1626 | loss: 0.0312016 | val_loss: 0.0312028 | Time: 1703.28 ms
[2022-04-11 19:46:29 main:574] : INFO : Epoch 1627 | loss: 0.0312026 | val_loss: 0.0312031 | Time: 1632.95 ms
[2022-04-11 19:46:30 main:574] : INFO : Epoch 1628 | loss: 0.0312015 | val_loss: 0.031205 | Time: 1585.83 ms
[2022-04-11 19:46:32 main:574] : INFO : Epoch 1629 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 1591.11 ms
[2022-04-11 19:46:33 main:574] : INFO : Epoch 1630 | loss: 0.031202 | val_loss: 0.0312031 | Time: 1585.14 ms
[2022-04-11 19:46:35 main:574] : INFO : Epoch 1631 | loss: 0.0312 | val_loss: 0.0312051 | Time: 1581.2 ms
[2022-04-11 19:46:37 main:574] : INFO : Epoch 1632 | loss: 0.0312023 | val_loss: 0.0312028 | Time: 1592.8 ms
[2022-04-11 19:46:38 main:574] : INFO : Epoch 1633 | loss: 0.0311992 | val_loss: 0.031203 | Time: 1615.72 ms
[2022-04-11 19:46:40 main:574] : INFO : Epoch 1634 | loss: 0.0311996 | val_loss: 0.0312048 | Time: 1572.92 ms
[2022-04-11 19:46:41 main:574] : INFO : Epoch 1635 | loss: 0.0312009 | val_loss: 0.0312021 | Time: 1584.01 ms
[2022-04-11 19:46:43 main:574] : INFO : Epoch 1636 | loss: 0.0312003 | val_loss: 0.0312017 | Time: 1590.89 ms
[2022-04-11 19:46:45 main:574] : INFO : Epoch 1637 | loss: 0.0312054 | val_loss: 0.031205 | Time: 1595.23 ms
[2022-04-11 19:46:46 main:574] : INFO : Epoch 1638 | loss: 0.0312018 | val_loss: 0.0312049 | Time: 1575.94 ms
[2022-04-11 19:46:48 main:574] : INFO : Epoch 1639 | loss: 0.0311995 | val_loss: 0.0312019 | Time: 1589.47 ms
[2022-04-11 19:46:49 main:574] : INFO : Epoch 1640 | loss: 0.031198 | val_loss: 0.0312018 | Time: 1603.68 ms
[2022-04-11 19:46:51 main:574] : INFO : Epoch 1641 | loss: 0.0311982 | val_loss: 0.0312017 | Time: 1580.34 ms
[2022-04-11 19:46:53 main:574] : INFO : Epoch 1642 | loss: 0.0311984 | val_loss: 0.0312124 | Time: 1583.7 ms
[2022-04-11 19:46:54 main:574] : INFO : Epoch 1643 | loss: 0.0312063 | val_loss: 0.0312124 | Time: 1594.45 ms
[2022-04-11 19:46:56 main:574] : INFO : Epoch 1644 | loss: 0.0312023 | val_loss: 0.0312024 | Time: 1602.47 ms
[2022-04-11 19:46:57 main:574] : INFO : Epoch 1645 | loss: 0.0312006 | val_loss: 0.0312066 | Time: 1589.51 ms
[2022-04-11 19:46:59 main:574] : INFO : Epoch 1646 | loss: 0.0311992 | val_loss: 0.031208 | Time: 1617.63 ms
[2022-04-11 19:47:01 main:574] : INFO : Epoch 1647 | loss: 0.031201 | val_loss: 0.0312031 | Time: 1591.95 ms
[2022-04-11 19:47:02 main:574] : INFO : Epoch 1648 | loss: 0.0311984 | val_loss: 0.0312066 | Time: 1590.39 ms
[2022-04-11 19:47:04 main:574] : INFO : Epoch 1649 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 1593.02 ms
[2022-04-11 19:47:05 main:574] : INFO : Epoch 1650 | loss: 0.0311985 | val_loss: 0.0312011 | Time: 1588.58 ms
[2022-04-11 19:47:07 main:574] : INFO : Epoch 1651 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 1626.9 ms
[2022-04-11 19:47:09 main:574] : INFO : Epoch 1652 | loss: 0.0311981 | val_loss: 0.0312007 | Time: 1627.48 ms
[2022-04-11 19:47:10 main:574] : INFO : Epoch 1653 | loss: 0.0311975 | val_loss: 0.0312019 | Time: 1606.09 ms
[2022-04-11 19:47:12 main:574] : INFO : Epoch 1654 | loss: 0.0311974 | val_loss: 0.0312011 | Time: 1596.62 ms
[2022-04-11 19:47:13 main:574] : INFO : Epoch 1655 | loss: 0.0311986 | val_loss: 0.0312023 | Time: 1582.91 ms
[2022-04-11 19:47:15 main:574] : INFO : Epoch 1656 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 1627.97 ms
[2022-04-11 19:47:17 main:574] : INFO : Epoch 1657 | loss: 0.0311994 | val_loss: 0.0312003 | Time: 1606.52 ms
[2022-04-11 19:47:18 main:574] : INFO : Epoch 1658 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 1574.88 ms
[2022-04-11 19:47:20 main:574] : INFO : Epoch 1659 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 1614.85 ms
[2022-04-11 19:47:21 main:574] : INFO : Epoch 1660 | loss: 0.0311981 | val_loss: 0.0312027 | Time: 1586.04 ms
[2022-04-11 19:47:23 main:574] : INFO : Epoch 1661 | loss: 0.0311985 | val_loss: 0.0312017 | Time: 1590.35 ms
[2022-04-11 19:47:25 main:574] : INFO : Epoch 1662 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 1593.34 ms
[2022-04-11 19:47:26 main:574] : INFO : Epoch 1663 | loss: 0.0312026 | val_loss: 0.0312101 | Time: 1590.01 ms
[2022-04-11 19:47:28 main:574] : INFO : Epoch 1664 | loss: 0.0312046 | val_loss: 0.0312048 | Time: 1604.5 ms
[2022-04-11 19:47:30 main:574] : INFO : Epoch 1665 | loss: 0.0311991 | val_loss: 0.0312011 | Time: 1593.07 ms
[2022-04-11 19:47:31 main:574] : INFO : Epoch 1666 | loss: 0.0311974 | val_loss: 0.0312008 | Time: 1603.17 ms
[2022-04-11 19:47:33 main:574] : INFO : Epoch 1667 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 1577.98 ms
[2022-04-11 19:47:34 main:574] : INFO : Epoch 1668 | loss: 0.0311976 | val_loss: 0.0312011 | Time: 1606.63 ms
[2022-04-11 19:47:36 main:574] : INFO : Epoch 1669 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 1669.85 ms
[2022-04-11 19:47:38 main:574] : INFO : Epoch 1670 | loss: 0.0311976 | val_loss: 0.0312002 | Time: 1601.5 ms
[2022-04-11 19:47:39 main:574] : INFO : Epoch 1671 | loss: 0.0311983 | val_loss: 0.0312003 | Time: 1590.76 ms
[2022-04-11 19:47:41 main:574] : INFO : Epoch 1672 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 1599.59 ms
[2022-04-11 19:47:42 main:574] : INFO : Epoch 1673 | loss: 0.0312031 | val_loss: 0.0312077 | Time: 1602.95 ms
[2022-04-11 19:47:44 main:574] : INFO : Epoch 1674 | loss: 0.0312057 | val_loss: 0.0312061 | Time: 1624.09 ms
[2022-04-11 19:47:46 main:574] : INFO : Epoch 1675 | loss: 0.0312003 | val_loss: 0.031202 | Time: 1599.88 ms
[2022-04-11 19:47:47 main:574] : INFO : Epoch 1676 | loss: 0.0311996 | val_loss: 0.0312007 | Time: 1593.03 ms
[2022-04-11 19:47:49 main:574] : INFO : Epoch 1677 | loss: 0.0311992 | val_loss: 0.0312003 | Time: 1574.48 ms
[2022-04-11 19:47:50 main:574] : INFO : Epoch 1678 | loss: 0.0311989 | val_loss: 0.0312003 | Time: 1572.91 ms
[2022-04-11 19:47:52 main:574] : INFO : Epoch 1679 | loss: 0.0312002 | val_loss: 0.031204 | Time: 1602.16 ms
[2022-04-11 19:47:54 main:574] : INFO : Epoch 1680 | loss: 0.0311984 | val_loss: 0.0312001 | Time: 1582.39 ms
[2022-04-11 19:47:55 main:574] : INFO : Epoch 1681 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 1621.58 ms
[2022-04-11 19:47:57 main:574] : INFO : Epoch 1682 | loss: 0.0311969 | val_loss: 0.0312054 | Time: 1596.43 ms
[2022-04-11 19:47:58 main:574] : INFO : Epoch 1683 | loss: 0.0311977 | val_loss: 0.0312025 | Time: 1580.21 ms
[2022-04-11 19:48:00 main:574] : INFO : Epoch 1684 | loss: 0.0311981 | val_loss: 0.0311988 | Time: 1590.58 ms
[2022-04-11 19:48:02 main:574] : INFO : Epoch 1685 | loss: 0.0311971 | val_loss: 0.0312023 | Time: 1585.19 ms
[2022-04-11 19:48:03 main:574] : INFO : Epoch 1686 | loss: 0.0311982 | val_loss: 0.0311988 | Time: 1574.45 ms
[2022-04-11 19:48:05 main:574] : INFO : Epoch 1687 | loss: 0.0311975 | val_loss: 0.0311989 | Time: 1729.43 ms
[2022-04-11 19:48:07 main:574] : INFO : Epoch 1688 | loss: 0.0312017 | val_loss: 0.0312121 | Time: 1592.89 ms
[2022-04-11 19:48:08 main:574] : INFO : Epoch 1689 | loss: 0.0311973 | val_loss: 0.0312027 | Time: 1575.6 ms
[2022-04-11 19:48:10 main:574] : INFO : Epoch 1690 | loss: 0.0311985 | val_loss: 0.0311989 | Time: 1585.05 ms
[2022-04-11 19:48:11 main:574] : INFO : Epoch 1691 | loss: 0.0311972 | val_loss: 0.0311992 | Time: 1596.46 ms
[2022-04-11 19:48:13 main:574] : INFO : Epoch 1692 | loss: 0.0311967 | val_loss: 0.0312003 | Time: 1573.9 ms
[2022-04-11 19:48:15 main:574] : INFO : Epoch 1693 | loss: 0.0311967 | val_loss: 0.0311992 | Time: 1589.8 ms
[2022-04-11 19:48:16 main:574] : INFO : Epoch 1694 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 1582.17 ms
[2022-04-11 19:48:18 main:574] : INFO : Epoch 1695 | loss: 0.0311971 | val_loss: 0.0312026 | Time: 1596.09 ms
[2022-04-11 19:48:19 main:574] : INFO : Epoch 1696 | loss: 0.0311999 | val_loss: 0.0312002 | Time: 1572.39 ms
[2022-04-11 19:48:21 main:574] : INFO : Epoch 1697 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 1585.85 ms
[2022-04-11 19:48:22 main:574] : INFO : Epoch 1698 | loss: 0.0311989 | val_loss: 0.0312005 | Time: 1584.72 ms
[2022-04-11 19:48:24 main:574] : INFO : Epoch 1699 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 1592.5 ms
[2022-04-11 19:48:26 main:574] : INFO : Epoch 1700 | loss: 0.0311959 | val_loss: 0.0312009 | Time: 1601.39 ms
[2022-04-11 19:48:27 main:574] : INFO : Epoch 1701 | loss: 0.0311959 | val_loss: 0.0312019 | Time: 1581.3 ms
[2022-04-11 19:48:29 main:574] : INFO : Epoch 1702 | loss: 0.0312019 | val_loss: 0.0312018 | Time: 1595.74 ms
[2022-04-11 19:48:30 main:574] : INFO : Epoch 1703 | loss: 0.0311978 | val_loss: 0.0311993 | Time: 1584.43 ms
[2022-04-11 19:48:32 main:574] : INFO : Epoch 1704 | loss: 0.0311958 | val_loss: 0.0311984 | Time: 1598.79 ms
[2022-04-11 19:48:34 main:574] : INFO : Epoch 1705 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 1747.86 ms
[2022-04-11 19:48:35 main:574] : INFO : Epoch 1706 | loss: 0.031199 | val_loss: 0.0311987 | Time: 1589.37 ms
[2022-04-11 19:48:37 main:574] : INFO : Epoch 1707 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 1604.95 ms
[2022-04-11 19:48:39 main:574] : INFO : Epoch 1708 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 1608.15 ms
[2022-04-11 19:48:40 main:574] : INFO : Epoch 1709 | loss: 0.0311986 | val_loss: 0.0312018 | Time: 1574.97 ms
[2022-04-11 19:48:42 main:574] : INFO : Epoch 1710 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 1574.73 ms
[2022-04-11 19:48:44 main:574] : INFO : Epoch 1711 | loss: 0.0311963 | val_loss: 0.0311985 | Time: 1834.19 ms
[2022-04-11 19:48:45 main:574] : INFO : Epoch 1712 | loss: 0.0311984 | val_loss: 0.0312085 | Time: 1607.7 ms
[2022-04-11 19:48:47 main:574] : INFO : Epoch 1713 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 1594.83 ms
[2022-04-11 19:48:48 main:574] : INFO : Epoch 1714 | loss: 0.0311982 | val_loss: 0.0312087 | Time: 1588.78 ms
[2022-04-11 19:48:50 main:574] : INFO : Epoch 1715 | loss: 0.0312061 | val_loss: 0.0312144 | Time: 1592.94 ms
[2022-04-11 19:48:52 main:574] : INFO : Epoch 1716 | loss: 0.031201 | val_loss: 0.0312151 | Time: 1608.47 ms
[2022-04-11 19:48:53 main:574] : INFO : Epoch 1717 | loss: 0.0312111 | val_loss: 0.0312043 | Time: 1628.05 ms
[2022-04-11 19:48:55 main:574] : INFO : Epoch 1718 | loss: 0.0312009 | val_loss: 0.0312031 | Time: 1594.18 ms
[2022-04-11 19:48:56 main:574] : INFO : Epoch 1719 | loss: 0.0311977 | val_loss: 0.0311988 | Time: 1617.9 ms
[2022-04-11 19:48:58 main:574] : INFO : Epoch 1720 | loss: 0.0311967 | val_loss: 0.031204 | Time: 1595.86 ms
[2022-04-11 19:49:00 main:574] : INFO : Epoch 1721 | loss: 0.0311988 | val_loss: 0.0312009 | Time: 1572.12 ms
[2022-04-11 19:49:01 main:574] : INFO : Epoch 1722 | loss: 0.0311966 | val_loss: 0.031203 | Time: 1586.89 ms
[2022-04-11 19:49:03 main:574] : INFO : Epoch 1723 | loss: 0.0311966 | val_loss: 0.031198 | Time: 1604.64 ms
[2022-04-11 19:49:04 main:574] : INFO : Epoch 1724 | loss: 0.031195 | val_loss: 0.0312105 | Time: 1588.57 ms
[2022-04-11 19:49:06 main:574] : INFO : Epoch 1725 | loss: 0.0311993 | val_loss: 0.0312066 | Time: 1600.16 ms
[2022-04-11 19:49:08 main:574] : INFO : Epoch 1726 | loss: 0.0312007 | val_loss: 0.0312047 | Time: 1591.99 ms
[2022-04-11 19:49:09 main:574] : INFO : Epoch 1727 | loss: 0.0311991 | val_loss: 0.031203 | Time: 1584.39 ms
[2022-04-11 19:49:11 main:574] : INFO : Epoch 1728 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 1596.54 ms
[2022-04-11 19:49:12 main:574] : INFO : Epoch 1729 | loss: 0.031198 | val_loss: 0.031204 | Time: 1591.47 ms
[2022-04-11 19:49:14 main:574] : INFO : Epoch 1730 | loss: 0.0311989 | val_loss: 0.0311983 | Time: 1582.82 ms
[2022-04-11 19:49:16 main:574] : INFO : Epoch 1731 | loss: 0.0312009 | val_loss: 0.0312072 | Time: 1596.76 ms
[2022-04-11 19:49:17 main:574] : INFO : Epoch 1732 | loss: 0.0311982 | val_loss: 0.0311991 | Time: 1602.63 ms
[2022-04-11 19:49:19 main:574] : INFO : Epoch 1733 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 1604.62 ms
[2022-04-11 19:49:20 main:574] : INFO : Epoch 1734 | loss: 0.0311953 | val_loss: 0.0311976 | Time: 1600.27 ms
[2022-04-11 19:49:22 main:574] : INFO : Epoch 1735 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 1591.2 ms
[2022-04-11 19:49:24 main:574] : INFO : Epoch 1736 | loss: 0.0311964 | val_loss: 0.0311975 | Time: 1587.17 ms
[2022-04-11 19:49:25 main:574] : INFO : Epoch 1737 | loss: 0.031195 | val_loss: 0.0311977 | Time: 1598.81 ms
[2022-04-11 19:49:27 main:574] : INFO : Epoch 1738 | loss: 0.0311946 | val_loss: 0.031198 | Time: 1597.23 ms
[2022-04-11 19:49:28 main:574] : INFO : Epoch 1739 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 1595.76 ms
[2022-04-11 19:49:30 main:574] : INFO : Epoch 1740 | loss: 0.0311984 | val_loss: 0.0311987 | Time: 1592.98 ms
[2022-04-11 19:49:32 main:574] : INFO : Epoch 1741 | loss: 0.0311956 | val_loss: 0.031201 | Time: 1605.82 ms
[2022-04-11 19:49:33 main:574] : INFO : Epoch 1742 | loss: 0.031197 | val_loss: 0.0311977 | Time: 1600.32 ms
[2022-04-11 19:49:35 main:574] : INFO : Epoch 1743 | loss: 0.0311978 | val_loss: 0.0311981 | Time: 1608.56 ms
[2022-04-11 19:49:36 main:574] : INFO : Epoch 1744 | loss: 0.0311986 | val_loss: 0.0312005 | Time: 1591.31 ms
[2022-04-11 19:49:38 main:574] : INFO : Epoch 1745 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 1592.75 ms
[2022-04-11 19:49:40 main:574] : INFO : Epoch 1746 | loss: 0.031196 | val_loss: 0.0312005 | Time: 1599.98 ms
[2022-04-11 19:49:41 main:574] : INFO : Epoch 1747 | loss: 0.0311963 | val_loss: 0.0312004 | Time: 1593.29 ms
[2022-04-11 19:49:43 main:574] : INFO : Epoch 1748 | loss: 0.0311955 | val_loss: 0.0311983 | Time: 1608.86 ms
[2022-04-11 19:49:44 main:574] : INFO : Epoch 1749 | loss: 0.0311959 | val_loss: 0.0311981 | Time: 1582.85 ms
[2022-04-11 19:49:46 main:574] : INFO : Epoch 1750 | loss: 0.031196 | val_loss: 0.0311994 | Time: 1612.08 ms
[2022-04-11 19:49:48 main:574] : INFO : Epoch 1751 | loss: 0.0311944 | val_loss: 0.031202 | Time: 1596.05 ms
[2022-04-11 19:49:49 main:574] : INFO : Epoch 1752 | loss: 0.0311964 | val_loss: 0.0312002 | Time: 1592.09 ms
[2022-04-11 19:49:51 main:574] : INFO : Epoch 1753 | loss: 0.0311954 | val_loss: 0.0311978 | Time: 1573.22 ms
[2022-04-11 19:49:52 main:574] : INFO : Epoch 1754 | loss: 0.0311946 | val_loss: 0.0311976 | Time: 1569.87 ms
[2022-04-11 19:49:54 main:574] : INFO : Epoch 1755 | loss: 0.0311938 | val_loss: 0.0311983 | Time: 1587.29 ms
[2022-04-11 19:49:56 main:574] : INFO : Epoch 1756 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 1631.32 ms
[2022-04-11 19:49:57 main:574] : INFO : Epoch 1757 | loss: 0.0311951 | val_loss: 0.0312 | Time: 1602.87 ms
[2022-04-11 19:49:59 main:574] : INFO : Epoch 1758 | loss: 0.0311945 | val_loss: 0.0311999 | Time: 1595.73 ms
[2022-04-11 19:50:00 main:574] : INFO : Epoch 1759 | loss: 0.0311952 | val_loss: 0.0312025 | Time: 1581.82 ms
[2022-04-11 19:50:02 main:574] : INFO : Epoch 1760 | loss: 0.0312005 | val_loss: 0.031213 | Time: 1567.87 ms
[2022-04-11 19:50:04 main:574] : INFO : Epoch 1761 | loss: 0.0311992 | val_loss: 0.0311993 | Time: 1599.23 ms
[2022-04-11 19:50:05 main:574] : INFO : Epoch 1762 | loss: 0.0311948 | val_loss: 0.0311997 | Time: 1580.65 ms
[2022-04-11 19:50:07 main:574] : INFO : Epoch 1763 | loss: 0.0311946 | val_loss: 0.0311981 | Time: 1591.81 ms
[2022-04-11 19:50:08 main:574] : INFO : Epoch 1764 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 1596.19 ms
[2022-04-11 19:50:10 main:574] : INFO : Epoch 1765 | loss: 0.0311982 | val_loss: 0.031202 | Time: 1596.93 ms
[2022-04-11 19:50:12 main:574] : INFO : Epoch 1766 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 1590.53 ms
[2022-04-11 19:50:13 main:574] : INFO : Epoch 1767 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 1591.74 ms
[2022-04-11 19:50:15 main:574] : INFO : Epoch 1768 | loss: 0.0311941 | val_loss: 0.0311989 | Time: 1585.89 ms
[2022-04-11 19:50:16 main:574] : INFO : Epoch 1769 | loss: 0.0311929 | val_loss: 0.0311987 | Time: 1574.31 ms
[2022-04-11 19:50:18 main:574] : INFO : Epoch 1770 | loss: 0.031194 | val_loss: 0.0312018 | Time: 1613.24 ms
[2022-04-11 19:50:20 main:574] : INFO : Epoch 1771 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 1648.25 ms
[2022-04-11 19:50:21 main:574] : INFO : Epoch 1772 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 1599.9 ms
[2022-04-11 19:50:23 main:574] : INFO : Epoch 1773 | loss: 0.0311936 | val_loss: 0.0312035 | Time: 1589.02 ms
[2022-04-11 19:50:24 main:574] : INFO : Epoch 1774 | loss: 0.0311938 | val_loss: 0.0311991 | Time: 1618.24 ms
[2022-04-11 19:50:26 main:574] : INFO : Epoch 1775 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 1562.04 ms
[2022-04-11 19:50:28 main:574] : INFO : Epoch 1776 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 1584.48 ms
[2022-04-11 19:50:29 main:574] : INFO : Epoch 1777 | loss: 0.0311957 | val_loss: 0.0311982 | Time: 1586.02 ms
[2022-04-11 19:50:31 main:574] : INFO : Epoch 1778 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 1590.06 ms
[2022-04-11 19:50:32 main:574] : INFO : Epoch 1779 | loss: 0.0311925 | val_loss: 0.0311986 | Time: 1590.62 ms
[2022-04-11 19:50:34 main:574] : INFO : Epoch 1780 | loss: 0.0311929 | val_loss: 0.0311981 | Time: 1621.75 ms
[2022-04-11 19:50:36 main:574] : INFO : Epoch 1781 | loss: 0.0311941 | val_loss: 0.0312031 | Time: 1595.17 ms
[2022-04-11 19:50:37 main:574] : INFO : Epoch 1782 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 1582.84 ms
[2022-04-11 19:50:39 main:574] : INFO : Epoch 1783 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 1586.04 ms
[2022-04-11 19:50:40 main:574] : INFO : Epoch 1784 | loss: 0.0311925 | val_loss: 0.0311977 | Time: 1591.89 ms
[2022-04-11 19:50:42 main:574] : INFO : Epoch 1785 | loss: 0.031195 | val_loss: 0.0312001 | Time: 1584.05 ms
[2022-04-11 19:50:44 main:574] : INFO : Epoch 1786 | loss: 0.031194 | val_loss: 0.0311978 | Time: 1585.87 ms
[2022-04-11 19:50:45 main:574] : INFO : Epoch 1787 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 1598.38 ms
[2022-04-11 19:50:47 main:574] : INFO : Epoch 1788 | loss: 0.0311958 | val_loss: 0.0311986 | Time: 1645.6 ms
[2022-04-11 19:50:48 main:574] : INFO : Epoch 1789 | loss: 0.0311943 | val_loss: 0.031197 | Time: 1606.74 ms
[2022-04-11 19:50:50 main:574] : INFO : Epoch 1790 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 1735.86 ms
[2022-04-11 19:50:52 main:574] : INFO : Epoch 1791 | loss: 0.0311923 | val_loss: 0.031198 | Time: 1574.04 ms
[2022-04-11 19:50:53 main:574] : INFO : Epoch 1792 | loss: 0.0311926 | val_loss: 0.0312011 | Time: 1603.94 ms
[2022-04-11 19:50:55 main:574] : INFO : Epoch 1793 | loss: 0.0311939 | val_loss: 0.0312029 | Time: 1591.54 ms
[2022-04-11 19:50:57 main:574] : INFO : Epoch 1794 | loss: 0.0311953 | val_loss: 0.0312025 | Time: 1575.48 ms
[2022-04-11 19:50:58 main:574] : INFO : Epoch 1795 | loss: 0.0311944 | val_loss: 0.0312021 | Time: 1583.63 ms
[2022-04-11 19:51:00 main:574] : INFO : Epoch 1796 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 1619.19 ms
[2022-04-11 19:51:01 main:574] : INFO : Epoch 1797 | loss: 0.0311969 | val_loss: 0.0312102 | Time: 1581.67 ms
[2022-04-11 19:51:03 main:574] : INFO : Epoch 1798 | loss: 0.031195 | val_loss: 0.0312026 | Time: 1587.26 ms
[2022-04-11 19:51:05 main:574] : INFO : Epoch 1799 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 1589.37 ms
[2022-04-11 19:51:06 main:574] : INFO : Epoch 1800 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 1591.26 ms
[2022-04-11 19:51:08 main:574] : INFO : Epoch 1801 | loss: 0.031193 | val_loss: 0.0312009 | Time: 1598.6 ms
[2022-04-11 19:51:09 main:574] : INFO : Epoch 1802 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 1593.19 ms
[2022-04-11 19:51:11 main:574] : INFO : Epoch 1803 | loss: 0.0311939 | val_loss: 0.0312046 | Time: 1595.74 ms
[2022-04-11 19:51:12 main:574] : INFO : Epoch 1804 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 1584.32 ms
[2022-04-11 19:51:14 main:574] : INFO : Epoch 1805 | loss: 0.0311985 | val_loss: 0.0312011 | Time: 1593.08 ms
[2022-04-11 19:51:16 main:574] : INFO : Epoch 1806 | loss: 0.0311951 | val_loss: 0.0311988 | Time: 1595.35 ms
[2022-04-11 19:51:17 main:574] : INFO : Epoch 1807 | loss: 0.0311927 | val_loss: 0.031201 | Time: 1586.86 ms
[2022-04-11 19:51:19 main:574] : INFO : Epoch 1808 | loss: 0.0311932 | val_loss: 0.0312026 | Time: 1614.62 ms
[2022-04-11 19:51:21 main:574] : INFO : Epoch 1809 | loss: 0.0311932 | val_loss: 0.0311976 | Time: 1605.75 ms
[2022-04-11 19:51:22 main:574] : INFO : Epoch 1810 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 1577.9 ms
[2022-04-11 19:51:24 main:574] : INFO : Epoch 1811 | loss: 0.0311944 | val_loss: 0.0311992 | Time: 1607.2 ms
[2022-04-11 19:51:25 main:574] : INFO : Epoch 1812 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 1601.19 ms
[2022-04-11 19:51:27 main:574] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0311978 | Time: 1605.88 ms
[2022-04-11 19:51:28 main:574] : INFO : Epoch 1814 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 1583.25 ms
[2022-04-11 19:51:30 main:574] : INFO : Epoch 1815 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 1626.04 ms
[2022-04-11 19:51:32 main:574] : INFO : Epoch 1816 | loss: 0.0311949 | val_loss: 0.0311995 | Time: 1579.37 ms
[2022-04-11 19:51:33 main:574] : INFO : Epoch 1817 | loss: 0.0311943 | val_loss: 0.031203 | Time: 1595.69 ms
[2022-04-11 19:51:35 main:574] : INFO : Epoch 1818 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 1587.1 ms
[2022-04-11 19:51:36 main:574] : INFO : Epoch 1819 | loss: 0.0311927 | val_loss: 0.0311979 | Time: 1585.49 ms
[2022-04-11 19:51:38 main:574] : INFO : Epoch 1820 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 1585.08 ms
[2022-04-11 19:51:40 main:574] : INFO : Epoch 1821 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 1574.13 ms
[2022-04-11 19:51:41 main:574] : INFO : Epoch 1822 | loss: 0.0311951 | val_loss: 0.0311996 | Time: 1628.2 ms
[2022-04-11 19:51:43 main:574] : INFO : Epoch 1823 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 1576.2 ms
[2022-04-11 19:51:44 main:574] : INFO : Epoch 1824 | loss: 0.0311951 | val_loss: 0.031201 | Time: 1607.09 ms
[2022-04-11 19:51:46 main:574] : INFO : Epoch 1825 | loss: 0.0311932 | val_loss: 0.0312004 | Time: 1578.91 ms
[2022-04-11 19:51:48 main:574] : INFO : Epoch 1826 | loss: 0.0311946 | val_loss: 0.0311991 | Time: 1570.98 ms
[2022-04-11 19:51:49 main:574] : INFO : Epoch 1827 | loss: 0.0311938 | val_loss: 0.0311972 | Time: 1598.64 ms
[2022-04-11 19:51:51 main:574] : INFO : Epoch 1828 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1595.83 ms
[2022-04-11 19:51:52 main:574] : INFO : Epoch 1829 | loss: 0.0311989 | val_loss: 0.0311985 | Time: 1602.31 ms
[2022-04-11 19:51:54 main:574] : INFO : Epoch 1830 | loss: 0.0311933 | val_loss: 0.0311971 | Time: 1584.31 ms
[2022-04-11 19:51:56 main:574] : INFO : Epoch 1831 | loss: 0.0311925 | val_loss: 0.0311972 | Time: 1583.02 ms
[2022-04-11 19:51:57 main:574] : INFO : Epoch 1832 | loss: 0.0311919 | val_loss: 0.031198 | Time: 1576.34 ms
[2022-04-11 19:51:59 main:574] : INFO : Epoch 1833 | loss: 0.0311924 | val_loss: 0.0311976 | Time: 1574.27 ms
[2022-04-11 19:52:00 main:574] : INFO : Epoch 1834 | loss: 0.0311931 | val_loss: 0.0312038 | Time: 1595.35 ms
[2022-04-11 19:52:02 main:574] : INFO : Epoch 1835 | loss: 0.0311966 | val_loss: 0.0312019 | Time: 1593.36 ms
[2022-04-11 19:52:04 main:574] : INFO : Epoch 1836 | loss: 0.0311953 | val_loss: 0.0311984 | Time: 1590.82 ms
[2022-04-11 19:52:05 main:574] : INFO : Epoch 1837 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 1584.91 ms
[2022-04-11 19:52:07 main:574] : INFO : Epoch 1838 | loss: 0.0311947 | val_loss: 0.0312033 | Time: 1596.33 ms
[2022-04-11 19:52:08 main:574] : INFO : Epoch 1839 | loss: 0.031192 | val_loss: 0.0312002 | Time: 1611.09 ms
[2022-04-11 19:52:10 main:574] : INFO : Epoch 1840 | loss: 0.0311919 | val_loss: 0.0311978 | Time: 1625.7 ms
[2022-04-11 19:52:12 main:574] : INFO : Epoch 1841 | loss: 0.0311935 | val_loss: 0.0311977 | Time: 1594.15 ms
[2022-04-11 19:52:13 main:574] : INFO : Epoch 1842 | loss: 0.0311935 | val_loss: 0.0312029 | Time: 1587.28 ms
[2022-04-11 19:52:15 main:574] : INFO : Epoch 1843 | loss: 0.0311943 | val_loss: 0.0312024 | Time: 1579.26 ms
[2022-04-11 19:52:16 main:574] : INFO : Epoch 1844 | loss: 0.0311966 | val_loss: 0.0312034 | Time: 1615.22 ms
[2022-04-11 19:52:18 main:574] : INFO : Epoch 1845 | loss: 0.0311939 | val_loss: 0.0312041 | Time: 1603.93 ms
[2022-04-11 19:52:20 main:574] : INFO : Epoch 1846 | loss: 0.0311928 | val_loss: 0.0311993 | Time: 1603.95 ms
[2022-04-11 19:52:21 main:574] : INFO : Epoch 1847 | loss: 0.0311933 | val_loss: 0.0312009 | Time: 1584.26 ms
[2022-04-11 19:52:23 main:574] : INFO : Epoch 1848 | loss: 0.0311939 | val_loss: 0.0312002 | Time: 1588.62 ms
[2022-04-11 19:52:24 main:574] : INFO : Epoch 1849 | loss: 0.0311934 | val_loss: 0.0312002 | Time: 1606.04 ms
[2022-04-11 19:52:26 main:574] : INFO : Epoch 1850 | loss: 0.0311931 | val_loss: 0.031201 | Time: 1587.55 ms
[2022-04-11 19:52:28 main:574] : INFO : Epoch 1851 | loss: 0.0311941 | val_loss: 0.0312003 | Time: 1584.71 ms
[2022-04-11 19:52:29 main:574] : INFO : Epoch 1852 | loss: 0.0311936 | val_loss: 0.0312023 | Time: 1589.32 ms
[2022-04-11 19:52:31 main:574] : INFO : Epoch 1853 | loss: 0.0311933 | val_loss: 0.0312003 | Time: 1583.65 ms
[2022-04-11 19:52:32 main:574] : INFO : Epoch 1854 | loss: 0.0311957 | val_loss: 0.0311996 | Time: 1578.14 ms
[2022-04-11 19:52:34 main:574] : INFO : Epoch 1855 | loss: 0.0311952 | val_loss: 0.0311996 | Time: 1593.34 ms
[2022-04-11 19:52:36 main:574] : INFO : Epoch 1856 | loss: 0.031194 | val_loss: 0.0312029 | Time: 1604.86 ms
[2022-04-11 19:52:37 main:574] : INFO : Epoch 1857 | loss: 0.0311925 | val_loss: 0.0312061 | Time: 1574.96 ms
[2022-04-11 19:52:39 main:574] : INFO : Epoch 1858 | loss: 0.0311933 | val_loss: 0.0312055 | Time: 1563.46 ms
[2022-04-11 19:52:40 main:574] : INFO : Epoch 1859 | loss: 0.0311933 | val_loss: 0.0311999 | Time: 1488.33 ms
[2022-04-11 19:52:42 main:574] : INFO : Epoch 1860 | loss: 0.0311937 | val_loss: 0.0312028 | Time: 1491.85 ms
[2022-04-11 19:52:43 main:574] : INFO : Epoch 1861 | loss: 0.0311984 | val_loss: 0.0312038 | Time: 1544.7 ms
[2022-04-11 19:52:45 main:574] : INFO : Epoch 1862 | loss: 0.0312 | val_loss: 0.0312044 | Time: 1617.91 ms
[2022-04-11 19:52:46 main:574] : INFO : Epoch 1863 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 1592.86 ms
[2022-04-11 19:52:48 main:574] : INFO : Epoch 1864 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 1581.2 ms
[2022-04-11 19:52:50 main:574] : INFO : Epoch 1865 | loss: 0.0311983 | val_loss: 0.0312003 | Time: 1589.99 ms
[2022-04-11 19:52:51 main:574] : INFO : Epoch 1866 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 1597.4 ms
[2022-04-11 19:52:53 main:574] : INFO : Epoch 1867 | loss: 0.0311957 | val_loss: 0.0312013 | Time: 1580.44 ms
[2022-04-11 19:52:54 main:574] : INFO : Epoch 1868 | loss: 0.0311994 | val_loss: 0.0312111 | Time: 1598.39 ms
[2022-04-11 19:52:56 main:574] : INFO : Epoch 1869 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 1580.85 ms
[2022-04-11 19:52:58 main:574] : INFO : Epoch 1870 | loss: 0.0311988 | val_loss: 0.0312005 | Time: 1599.73 ms
[2022-04-11 19:52:59 main:574] : INFO : Epoch 1871 | loss: 0.0311959 | val_loss: 0.0312018 | Time: 1567.73 ms
[2022-04-11 19:53:01 main:574] : INFO : Epoch 1872 | loss: 0.0311952 | val_loss: 0.0311992 | Time: 1595.91 ms
[2022-04-11 19:53:02 main:574] : INFO : Epoch 1873 | loss: 0.0311955 | val_loss: 0.0311994 | Time: 1596.46 ms
[2022-04-11 19:53:04 main:574] : INFO : Epoch 1874 | loss: 0.0311943 | val_loss: 0.0312018 | Time: 1594.49 ms
[2022-04-11 19:53:06 main:574] : INFO : Epoch 1875 | loss: 0.0311942 | val_loss: 0.0311999 | Time: 1584.3 ms
[2022-04-11 19:53:07 main:574] : INFO : Epoch 1876 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 1591.33 ms
[2022-04-11 19:53:09 main:574] : INFO : Epoch 1877 | loss: 0.0311949 | val_loss: 0.0311994 | Time: 1570.45 ms
[2022-04-11 19:53:10 main:574] : INFO : Epoch 1878 | loss: 0.0311933 | val_loss: 0.0311995 | Time: 1614.09 ms
[2022-04-11 19:53:12 main:574] : INFO : Epoch 1879 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 1714.39 ms
[2022-04-11 19:53:14 main:574] : INFO : Epoch 1880 | loss: 0.0311944 | val_loss: 0.0312003 | Time: 1595.55 ms
[2022-04-11 19:53:15 main:574] : INFO : Epoch 1881 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 1575.37 ms
[2022-04-11 19:53:17 main:574] : INFO : Epoch 1882 | loss: 0.0311939 | val_loss: 0.0312 | Time: 1616.03 ms
[2022-04-11 19:53:18 main:574] : INFO : Epoch 1883 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 1589.92 ms
[2022-04-11 19:53:20 main:574] : INFO : Epoch 1884 | loss: 0.0311939 | val_loss: 0.0312028 | Time: 1593.56 ms
[2022-04-11 19:53:22 main:574] : INFO : Epoch 1885 | loss: 0.0311941 | val_loss: 0.0312012 | Time: 1598.9 ms
[2022-04-11 19:53:23 main:574] : INFO : Epoch 1886 | loss: 0.0311933 | val_loss: 0.0312057 | Time: 1593.74 ms
[2022-04-11 19:53:25 main:574] : INFO : Epoch 1887 | loss: 0.0311933 | val_loss: 0.0312022 | Time: 1613.77 ms
[2022-04-11 19:53:27 main:574] : INFO : Epoch 1888 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 1594.53 ms
[2022-04-11 19:53:28 main:574] : INFO : Epoch 1889 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 1577.32 ms
[2022-04-11 19:53:30 main:574] : INFO : Epoch 1890 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 1618.63 ms
[2022-04-11 19:53:31 main:574] : INFO : Epoch 1891 | loss: 0.0311933 | val_loss: 0.0312014 | Time: 1599.56 ms
[2022-04-11 19:53:33 main:574] : INFO : Epoch 1892 | loss: 0.0311959 | val_loss: 0.0312138 | Time: 1605.18 ms
[2022-04-11 19:53:35 main:574] : INFO : Epoch 1893 | loss: 0.0311967 | val_loss: 0.0311989 | Time: 1594.99 ms
[2022-04-11 19:53:36 main:574] : INFO : Epoch 1894 | loss: 0.031201 | val_loss: 0.0312144 | Time: 1600.3 ms
[2022-04-11 19:53:38 main:574] : INFO : Epoch 1895 | loss: 0.0312013 | val_loss: 0.0312018 | Time: 1606.61 ms
[2022-04-11 19:53:39 main:574] : INFO : Epoch 1896 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 1599.36 ms
[2022-04-11 19:53:41 main:574] : INFO : Epoch 1897 | loss: 0.0311948 | val_loss: 0.0312028 | Time: 1586.93 ms
[2022-04-11 19:53:43 main:574] : INFO : Epoch 1898 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 1588.17 ms
[2022-04-11 19:53:44 main:574] : INFO : Epoch 1899 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 1641.65 ms
[2022-04-11 19:53:46 main:574] : INFO : Epoch 1900 | loss: 0.0311935 | val_loss: 0.0312009 | Time: 1597.58 ms
[2022-04-11 19:53:47 main:574] : INFO : Epoch 1901 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 1611.24 ms
[2022-04-11 19:53:49 main:574] : INFO : Epoch 1902 | loss: 0.0311952 | val_loss: 0.0312031 | Time: 1583.19 ms
[2022-04-11 19:53:51 main:574] : INFO : Epoch 1903 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 1601.76 ms
[2022-04-11 19:53:52 main:574] : INFO : Epoch 1904 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 1586.05 ms
[2022-04-11 19:53:54 main:574] : INFO : Epoch 1905 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 1595.64 ms
[2022-04-11 19:53:55 main:574] : INFO : Epoch 1906 | loss: 0.0311947 | val_loss: 0.031199 | Time: 1627.62 ms
[2022-04-11 19:53:57 main:574] : INFO : Epoch 1907 | loss: 0.0311948 | val_loss: 0.0311999 | Time: 1607.56 ms
[2022-04-11 19:53:59 main:574] : INFO : Epoch 1908 | loss: 0.0311943 | val_loss: 0.0312043 | Time: 1583.95 ms
[2022-04-11 19:54:00 main:574] : INFO : Epoch 1909 | loss: 0.031196 | val_loss: 0.0311997 | Time: 1615.63 ms
[2022-04-11 19:54:02 main:574] : INFO : Epoch 1910 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 1579.8 ms
[2022-04-11 19:54:03 main:574] : INFO : Epoch 1911 | loss: 0.0311974 | val_loss: 0.031212 | Time: 1609.87 ms
[2022-04-11 19:54:05 main:574] : INFO : Epoch 1912 | loss: 0.0311984 | val_loss: 0.0312058 | Time: 1610.39 ms
[2022-04-11 19:54:07 main:574] : INFO : Epoch 1913 | loss: 0.0312033 | val_loss: 0.031206 | Time: 1591.28 ms
[2022-04-11 19:54:08 main:574] : INFO : Epoch 1914 | loss: 0.0312033 | val_loss: 0.0312044 | Time: 1617.89 ms
[2022-04-11 19:54:10 main:574] : INFO : Epoch 1915 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 1602.11 ms
[2022-04-11 19:54:11 main:574] : INFO : Epoch 1916 | loss: 0.0312007 | val_loss: 0.0312046 | Time: 1605.93 ms
[2022-04-11 19:54:13 main:574] : INFO : Epoch 1917 | loss: 0.0312006 | val_loss: 0.0312052 | Time: 1589.13 ms
[2022-04-11 19:54:15 main:574] : INFO : Epoch 1918 | loss: 0.0312003 | val_loss: 0.031203 | Time: 1598.39 ms
[2022-04-11 19:54:16 main:574] : INFO : Epoch 1919 | loss: 0.0312003 | val_loss: 0.0312076 | Time: 1575.67 ms
[2022-04-11 19:54:18 main:574] : INFO : Epoch 1920 | loss: 0.0311998 | val_loss: 0.0312039 | Time: 1608.62 ms
[2022-04-11 19:54:20 main:574] : INFO : Epoch 1921 | loss: 0.0312001 | val_loss: 0.0312047 | Time: 1639.57 ms
[2022-04-11 19:54:21 main:574] : INFO : Epoch 1922 | loss: 0.0311996 | val_loss: 0.0312087 | Time: 1593.72 ms
[2022-04-11 19:54:23 main:574] : INFO : Epoch 1923 | loss: 0.0312004 | val_loss: 0.0312037 | Time: 1597.95 ms
[2022-04-11 19:54:24 main:574] : INFO : Epoch 1924 | loss: 0.0311999 | val_loss: 0.0312035 | Time: 1607.72 ms
[2022-04-11 19:54:26 main:574] : INFO : Epoch 1925 | loss: 0.0311993 | val_loss: 0.0312078 | Time: 1588.55 ms
[2022-04-11 19:54:28 main:574] : INFO : Epoch 1926 | loss: 0.0312007 | val_loss: 0.0312045 | Time: 1597.11 ms
[2022-04-11 19:54:29 main:574] : INFO : Epoch 1927 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 1572.4 ms
[2022-04-11 19:54:31 main:574] : INFO : Epoch 1928 | loss: 0.031199 | val_loss: 0.0312034 | Time: 1601.71 ms
[2022-04-11 19:54:32 main:574] : INFO : Epoch 1929 | loss: 0.0311985 | val_loss: 0.0312031 | Time: 1599.95 ms
[2022-04-11 19:54:34 main:574] : INFO : Epoch 1930 | loss: 0.0312012 | val_loss: 0.0312092 | Time: 1592.5 ms
[2022-04-11 19:54:36 main:574] : INFO : Epoch 1931 | loss: 0.0311999 | val_loss: 0.0312044 | Time: 1596.06 ms
[2022-04-11 19:54:37 main:574] : INFO : Epoch 1932 | loss: 0.0311976 | val_loss: 0.0312028 | Time: 1700.29 ms
[2022-04-11 19:54:39 main:574] : INFO : Epoch 1933 | loss: 0.0311975 | val_loss: 0.0312045 | Time: 1620.57 ms
[2022-04-11 19:54:40 main:574] : INFO : Epoch 1934 | loss: 0.0311973 | val_loss: 0.0312031 | Time: 1593.63 ms
[2022-04-11 19:54:42 main:574] : INFO : Epoch 1935 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 1569.61 ms
[2022-04-11 19:54:44 main:574] : INFO : Epoch 1936 | loss: 0.0311994 | val_loss: 0.0312029 | Time: 1617.65 ms
[2022-04-11 19:54:45 main:574] : INFO : Epoch 1937 | loss: 0.0311976 | val_loss: 0.0312028 | Time: 1582.4 ms
[2022-04-11 19:54:47 main:574] : INFO : Epoch 1938 | loss: 0.0311962 | val_loss: 0.0312076 | Time: 1582.61 ms
[2022-04-11 19:54:48 main:574] : INFO : Epoch 1939 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 1598.36 ms
[2022-04-11 19:54:50 main:574] : INFO : Epoch 1940 | loss: 0.0311967 | val_loss: 0.0312025 | Time: 1589.49 ms
[2022-04-11 19:54:52 main:574] : INFO : Epoch 1941 | loss: 0.0311965 | val_loss: 0.031206 | Time: 1599.94 ms
[2022-04-11 19:54:53 main:574] : INFO : Epoch 1942 | loss: 0.0312 | val_loss: 0.0312104 | Time: 1625.36 ms
[2022-04-11 19:54:55 main:574] : INFO : Epoch 1943 | loss: 0.031198 | val_loss: 0.031203 | Time: 1568.91 ms
[2022-04-11 19:54:56 main:574] : INFO : Epoch 1944 | loss: 0.0311956 | val_loss: 0.0312032 | Time: 1583.16 ms
[2022-04-11 19:54:58 main:574] : INFO : Epoch 1945 | loss: 0.0311962 | val_loss: 0.0312025 | Time: 1638.26 ms
[2022-04-11 19:55:00 main:574] : INFO : Epoch 1946 | loss: 0.0311955 | val_loss: 0.0312033 | Time: 1590.13 ms
[2022-04-11 19:55:01 main:574] : INFO : Epoch 1947 | loss: 0.0312004 | val_loss: 0.0312117 | Time: 1597.05 ms
[2022-04-11 19:55:03 main:574] : INFO : Epoch 1948 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 1566.52 ms
[2022-04-11 19:55:04 main:574] : INFO : Epoch 1949 | loss: 0.0311973 | val_loss: 0.0312036 | Time: 1595.54 ms
[2022-04-11 19:55:06 main:574] : INFO : Epoch 1950 | loss: 0.0311953 | val_loss: 0.0312055 | Time: 1582.7 ms
[2022-04-11 19:55:07 main:574] : INFO : Epoch 1951 | loss: 0.0311958 | val_loss: 0.031203 | Time: 1495.09 ms
[2022-04-11 19:55:09 main:574] : INFO : Epoch 1952 | loss: 0.031195 | val_loss: 0.0312053 | Time: 1478.5 ms
[2022-04-11 19:55:10 main:574] : INFO : Epoch 1953 | loss: 0.031196 | val_loss: 0.0312064 | Time: 1493.86 ms
[2022-04-11 19:55:12 main:574] : INFO : Epoch 1954 | loss: 0.0312006 | val_loss: 0.0312216 | Time: 1488.76 ms
[2022-04-11 19:55:13 main:574] : INFO : Epoch 1955 | loss: 0.0323883 | val_loss: 0.0385876 | Time: 1505.11 ms
[2022-04-11 19:55:15 main:574] : INFO : Epoch 1956 | loss: 0.0328008 | val_loss: 0.031655 | Time: 1499.27 ms
[2022-04-11 19:55:17 main:574] : INFO : Epoch 1957 | loss: 0.0313808 | val_loss: 0.0312975 | Time: 1629 ms
[2022-04-11 19:55:18 main:574] : INFO : Epoch 1958 | loss: 0.0312696 | val_loss: 0.0312461 | Time: 1593.32 ms
[2022-04-11 19:55:20 main:574] : INFO : Epoch 1959 | loss: 0.0312438 | val_loss: 0.0312381 | Time: 1618.02 ms
[2022-04-11 19:55:21 main:574] : INFO : Epoch 1960 | loss: 0.0312305 | val_loss: 0.0312247 | Time: 1614.56 ms
[2022-04-11 19:55:23 main:574] : INFO : Epoch 1961 | loss: 0.0312182 | val_loss: 0.0312152 | Time: 1607.55 ms
[2022-04-11 19:55:25 main:574] : INFO : Epoch 1962 | loss: 0.0312102 | val_loss: 0.0312114 | Time: 1599.52 ms
[2022-04-11 19:55:26 main:574] : INFO : Epoch 1963 | loss: 0.0312133 | val_loss: 0.0312217 | Time: 1576.12 ms
[2022-04-11 19:55:28 main:574] : INFO : Epoch 1964 | loss: 0.0312087 | val_loss: 0.0312084 | Time: 1570.16 ms
[2022-04-11 19:55:29 main:574] : INFO : Epoch 1965 | loss: 0.0312049 | val_loss: 0.0312073 | Time: 1586.97 ms
[2022-04-11 19:55:31 main:574] : INFO : Epoch 1966 | loss: 0.0312059 | val_loss: 0.0312226 | Time: 1597.55 ms
[2022-04-11 19:55:33 main:574] : INFO : Epoch 1967 | loss: 0.0312079 | val_loss: 0.0312097 | Time: 1587.52 ms
[2022-04-11 19:55:34 main:574] : INFO : Epoch 1968 | loss: 0.0312075 | val_loss: 0.0312064 | Time: 1600.49 ms
[2022-04-11 19:55:36 main:574] : INFO : Epoch 1969 | loss: 0.0312062 | val_loss: 0.0312057 | Time: 1574.06 ms
[2022-04-11 19:55:37 main:574] : INFO : Epoch 1970 | loss: 0.0312037 | val_loss: 0.0312057 | Time: 1566.59 ms
[2022-04-11 19:55:39 main:574] : INFO : Epoch 1971 | loss: 0.031203 | val_loss: 0.0312054 | Time: 1582.74 ms
[2022-04-11 19:55:41 main:574] : INFO : Epoch 1972 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 1583.32 ms
[2022-04-11 19:55:42 main:574] : INFO : Epoch 1973 | loss: 0.0312031 | val_loss: 0.0312093 | Time: 1591.08 ms
[2022-04-11 19:55:44 main:574] : INFO : Epoch 1974 | loss: 0.0312055 | val_loss: 0.0312077 | Time: 1599.93 ms
[2022-04-11 19:55:45 main:574] : INFO : Epoch 1975 | loss: 0.0312016 | val_loss: 0.0312058 | Time: 1581.04 ms
[2022-04-11 19:55:47 main:574] : INFO : Epoch 1976 | loss: 0.0312015 | val_loss: 0.0312134 | Time: 1637.4 ms
[2022-04-11 19:55:49 main:574] : INFO : Epoch 1977 | loss: 0.0312069 | val_loss: 0.0312142 | Time: 1622.54 ms
[2022-04-11 19:55:50 main:574] : INFO : Epoch 1978 | loss: 0.0312027 | val_loss: 0.0312061 | Time: 1592.25 ms
[2022-04-11 19:55:52 main:574] : INFO : Epoch 1979 | loss: 0.0312005 | val_loss: 0.0312045 | Time: 1584.59 ms
[2022-04-11 19:55:53 main:574] : INFO : Epoch 1980 | loss: 0.031201 | val_loss: 0.0312039 | Time: 1589.16 ms
[2022-04-11 19:55:55 main:574] : INFO : Epoch 1981 | loss: 0.0312 | val_loss: 0.0312068 | Time: 1597.36 ms
[2022-04-11 19:55:57 main:574] : INFO : Epoch 1982 | loss: 0.0312002 | val_loss: 0.0312038 | Time: 1627.33 ms
[2022-04-11 19:55:58 main:574] : INFO : Epoch 1983 | loss: 0.0311983 | val_loss: 0.0312032 | Time: 1589.98 ms
[2022-04-11 19:56:00 main:574] : INFO : Epoch 1984 | loss: 0.0311988 | val_loss: 0.0312053 | Time: 1615.59 ms
[2022-04-11 19:56:01 main:574] : INFO : Epoch 1985 | loss: 0.0312019 | val_loss: 0.0312024 | Time: 1590.36 ms
[2022-04-11 19:56:03 main:574] : INFO : Epoch 1986 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 1595.36 ms
[2022-04-11 19:56:05 main:574] : INFO : Epoch 1987 | loss: 0.0312007 | val_loss: 0.0312058 | Time: 1583.49 ms
[2022-04-11 19:56:06 main:574] : INFO : Epoch 1988 | loss: 0.0311993 | val_loss: 0.0312027 | Time: 1603.74 ms
[2022-04-11 19:56:08 main:574] : INFO : Epoch 1989 | loss: 0.0311987 | val_loss: 0.0312025 | Time: 1613.17 ms
[2022-04-11 19:56:09 main:574] : INFO : Epoch 1990 | loss: 0.0311997 | val_loss: 0.0312022 | Time: 1608.07 ms
[2022-04-11 19:56:11 main:574] : INFO : Epoch 1991 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 1579.67 ms
[2022-04-11 19:56:13 main:574] : INFO : Epoch 1992 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 1613.7 ms
[2022-04-11 19:56:14 main:574] : INFO : Epoch 1993 | loss: 0.0312005 | val_loss: 0.0312058 | Time: 1600.94 ms
[2022-04-11 19:56:16 main:574] : INFO : Epoch 1994 | loss: 0.0312001 | val_loss: 0.0312048 | Time: 1753.54 ms
[2022-04-11 19:56:18 main:574] : INFO : Epoch 1995 | loss: 0.0311985 | val_loss: 0.0312019 | Time: 1601.88 ms
[2022-04-11 19:56:19 main:574] : INFO : Epoch 1996 | loss: 0.0311976 | val_loss: 0.0312033 | Time: 1584.09 ms
[2022-04-11 19:56:21 main:574] : INFO : Epoch 1997 | loss: 0.0311974 | val_loss: 0.0312044 | Time: 1607.26 ms
[2022-04-11 19:56:22 main:574] : INFO : Epoch 1998 | loss: 0.0311985 | val_loss: 0.0312015 | Time: 1603.65 ms
[2022-04-11 19:56:24 main:574] : INFO : Epoch 1999 | loss: 0.0311974 | val_loss: 0.0312022 | Time: 1566.14 ms
[2022-04-11 19:56:26 main:574] : INFO : Epoch 2000 | loss: 0.0311975 | val_loss: 0.0312056 | Time: 1595.94 ms
[2022-04-11 19:56:27 main:574] : INFO : Epoch 2001 | loss: 0.0311983 | val_loss: 0.031202 | Time: 1600.31 ms
[2022-04-11 19:56:29 main:574] : INFO : Epoch 2002 | loss: 0.0311979 | val_loss: 0.0312018 | Time: 1596.12 ms
[2022-04-11 19:56:30 main:574] : INFO : Epoch 2003 | loss: 0.0311959 | val_loss: 0.0312021 | Time: 1600.58 ms
[2022-04-11 19:56:32 main:574] : INFO : Epoch 2004 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 1596.55 ms
[2022-04-11 19:56:34 main:574] : INFO : Epoch 2005 | loss: 0.0311961 | val_loss: 0.031203 | Time: 1579.76 ms
[2022-04-11 19:56:35 main:574] : INFO : Epoch 2006 | loss: 0.0311972 | val_loss: 0.0312027 | Time: 1622.91 ms
[2022-04-11 19:56:37 main:574] : INFO : Epoch 2007 | loss: 0.0312004 | val_loss: 0.0312038 | Time: 1594.87 ms
[2022-04-11 19:56:38 main:574] : INFO : Epoch 2008 | loss: 0.0311996 | val_loss: 0.0312045 | Time: 1579.77 ms
[2022-04-11 19:56:40 main:574] : INFO : Epoch 2009 | loss: 0.0311995 | val_loss: 0.0312 | Time: 1630.57 ms
[2022-04-11 19:56:42 main:574] : INFO : Epoch 2010 | loss: 0.031196 | val_loss: 0.0312 | Time: 1578.81 ms
[2022-04-11 19:56:43 main:574] : INFO : Epoch 2011 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 1582.62 ms
[2022-04-11 19:56:45 main:574] : INFO : Epoch 2012 | loss: 0.0311962 | val_loss: 0.0312033 | Time: 1599.85 ms
[2022-04-11 19:56:46 main:574] : INFO : Epoch 2013 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 1585.24 ms
[2022-04-11 19:56:48 main:574] : INFO : Epoch 2014 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 1588.72 ms
[2022-04-11 19:56:50 main:574] : INFO : Epoch 2015 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 1592.01 ms
[2022-04-11 19:56:51 main:574] : INFO : Epoch 2016 | loss: 0.0311966 | val_loss: 0.0311997 | Time: 1594 ms
[2022-04-11 19:56:53 main:574] : INFO : Epoch 2017 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 1586.29 ms
[2022-04-11 19:56:54 main:574] : INFO : Epoch 2018 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 1578.81 ms
[2022-04-11 19:56:56 main:574] : INFO : Epoch 2019 | loss: 0.0311952 | val_loss: 0.0312002 | Time: 1622.17 ms
[2022-04-11 19:56:58 main:574] : INFO : Epoch 2020 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 1629.61 ms
[2022-04-11 19:56:59 main:574] : INFO : Epoch 2021 | loss: 0.0311953 | val_loss: 0.031199 | Time: 1571.33 ms
[2022-04-11 19:57:01 main:574] : INFO : Epoch 2022 | loss: 0.0311951 | val_loss: 0.0311998 | Time: 1590.59 ms
[2022-04-11 19:57:02 main:574] : INFO : Epoch 2023 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 1596.57 ms
[2022-04-11 19:57:04 main:574] : INFO : Epoch 2024 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 1580.27 ms
[2022-04-11 19:57:06 main:574] : INFO : Epoch 2025 | loss: 0.031197 | val_loss: 0.0312117 | Time: 1594.7 ms
[2022-04-11 19:57:07 main:574] : INFO : Epoch 2026 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 1570.79 ms
[2022-04-11 19:57:09 main:574] : INFO : Epoch 2027 | loss: 0.0311958 | val_loss: 0.0312003 | Time: 1568.89 ms
[2022-04-11 19:57:10 main:574] : INFO : Epoch 2028 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 1593.9 ms
[2022-04-11 19:57:12 main:574] : INFO : Epoch 2029 | loss: 0.0312008 | val_loss: 0.0312054 | Time: 1609.43 ms
[2022-04-11 19:57:13 main:574] : INFO : Epoch 2030 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 1590.64 ms
[2022-04-11 19:57:15 main:574] : INFO : Epoch 2031 | loss: 0.0311948 | val_loss: 0.0311996 | Time: 1605.52 ms
[2022-04-11 19:57:17 main:574] : INFO : Epoch 2032 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 1587.28 ms
[2022-04-11 19:57:18 main:574] : INFO : Epoch 2033 | loss: 0.031194 | val_loss: 0.0311998 | Time: 1597.05 ms
[2022-04-11 19:57:20 main:574] : INFO : Epoch 2034 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 1598.06 ms
[2022-04-11 19:57:21 main:574] : INFO : Epoch 2035 | loss: 0.0311955 | val_loss: 0.0312006 | Time: 1592.88 ms
[2022-04-11 19:57:23 main:574] : INFO : Epoch 2036 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 1565.57 ms
[2022-04-11 19:57:25 main:574] : INFO : Epoch 2037 | loss: 0.0311939 | val_loss: 0.0311997 | Time: 1572.83 ms
[2022-04-11 19:57:26 main:574] : INFO : Epoch 2038 | loss: 0.0311941 | val_loss: 0.0312002 | Time: 1617.13 ms
[2022-04-11 19:57:28 main:574] : INFO : Epoch 2039 | loss: 0.0311953 | val_loss: 0.031203 | Time: 1577.1 ms
[2022-04-11 19:57:29 main:574] : INFO : Epoch 2040 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 1602.61 ms
[2022-04-11 19:57:31 main:574] : INFO : Epoch 2041 | loss: 0.0311936 | val_loss: 0.0312019 | Time: 1632 ms
[2022-04-11 19:57:33 main:574] : INFO : Epoch 2042 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 1570.54 ms
[2022-04-11 19:57:34 main:574] : INFO : Epoch 2043 | loss: 0.0311937 | val_loss: 0.0312052 | Time: 1595.91 ms
[2022-04-11 19:57:36 main:574] : INFO : Epoch 2044 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 1601.66 ms
[2022-04-11 19:57:37 main:574] : INFO : Epoch 2045 | loss: 0.0311958 | val_loss: 0.0312006 | Time: 1572.78 ms
[2022-04-11 19:57:39 main:574] : INFO : Epoch 2046 | loss: 0.0311983 | val_loss: 0.0312122 | Time: 1604.98 ms
[2022-04-11 19:57:41 main:574] : INFO : Epoch 2047 | loss: 0.0311988 | val_loss: 0.0312 | Time: 1589.15 ms
[2022-04-11 19:57:42 main:574] : INFO : Epoch 2048 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 1575.08 ms
[2022-04-11 19:57:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311992
[2022-04-11 19:57:42 main:603] : INFO : Saving end state to config to file
[2022-04-11 19:57:42 main:608] : INFO : Success, exiting..
19:57:42 (8188): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)