Task 10212674
| Name | ParityModified-1639949436-27368-0_1 |
| Workunit | 7380884 |
| Created | 26 Dec 2021, 18:18:33 UTC |
| Sent | 26 Dec 2021, 18:42:59 UTC |
| Report deadline | 3 Jan 2022, 18:42:59 UTC |
| Received | 26 Dec 2021, 20:42:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 55 min 11 sec |
| CPU time | 54 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.031178 | val_loss: 0.0311978 | Time: 1612.47 ms
[2021-12-26 20:28:36 main:574] : INFO : Epoch 1543 | loss: 0.0311746 | val_loss: 0.0311947 | Time: 1614.99 ms
[2021-12-26 20:28:38 main:574] : INFO : Epoch 1544 | loss: 0.0311743 | val_loss: 0.0311928 | Time: 1620.48 ms
[2021-12-26 20:28:40 main:574] : INFO : Epoch 1545 | loss: 0.0311743 | val_loss: 0.0311931 | Time: 1621.62 ms
[2021-12-26 20:28:41 main:574] : INFO : Epoch 1546 | loss: 0.0311725 | val_loss: 0.0311924 | Time: 1620.2 ms
[2021-12-26 20:28:43 main:574] : INFO : Epoch 1547 | loss: 0.0311758 | val_loss: 0.0311938 | Time: 1618.84 ms
[2021-12-26 20:28:45 main:574] : INFO : Epoch 1548 | loss: 0.0311734 | val_loss: 0.0311938 | Time: 1616.22 ms
[2021-12-26 20:28:46 main:574] : INFO : Epoch 1549 | loss: 0.0311724 | val_loss: 0.0311947 | Time: 1615.49 ms
[2021-12-26 20:28:48 main:574] : INFO : Epoch 1550 | loss: 0.0311724 | val_loss: 0.031192 | Time: 1618.56 ms
[2021-12-26 20:28:49 main:574] : INFO : Epoch 1551 | loss: 0.0311725 | val_loss: 0.031192 | Time: 1608.88 ms
[2021-12-26 20:28:51 main:574] : INFO : Epoch 1552 | loss: 0.0311726 | val_loss: 0.0311929 | Time: 1608.56 ms
[2021-12-26 20:28:53 main:574] : INFO : Epoch 1553 | loss: 0.0311706 | val_loss: 0.0312008 | Time: 1615.25 ms
[2021-12-26 20:28:54 main:574] : INFO : Epoch 1554 | loss: 0.0311712 | val_loss: 0.0312021 | Time: 1611.54 ms
[2021-12-26 20:28:56 main:574] : INFO : Epoch 1555 | loss: 0.0311705 | val_loss: 0.0311986 | Time: 1603.73 ms
[2021-12-26 20:28:57 main:574] : INFO : Epoch 1556 | loss: 0.031173 | val_loss: 0.0311949 | Time: 1613.39 ms
[2021-12-26 20:28:59 main:574] : INFO : Epoch 1557 | loss: 0.031169 | val_loss: 0.0311981 | Time: 1616.38 ms
[2021-12-26 20:29:01 main:574] : INFO : Epoch 1558 | loss: 0.0311727 | val_loss: 0.0312097 | Time: 1610.33 ms
[2021-12-26 20:29:02 main:574] : INFO : Epoch 1559 | loss: 0.031173 | val_loss: 0.0312012 | Time: 1617.13 ms
[2021-12-26 20:29:04 main:574] : INFO : Epoch 1560 | loss: 0.0311733 | val_loss: 0.0311958 | Time: 1602.04 ms
[2021-12-26 20:29:06 main:574] : INFO : Epoch 1561 | loss: 0.0311699 | val_loss: 0.0311918 | Time: 1609.27 ms
[2021-12-26 20:29:07 main:574] : INFO : Epoch 1562 | loss: 0.0311703 | val_loss: 0.0312013 | Time: 1612.03 ms
[2021-12-26 20:29:09 main:574] : INFO : Epoch 1563 | loss: 0.0311709 | val_loss: 0.031192 | Time: 1617.36 ms
[2021-12-26 20:29:10 main:574] : INFO : Epoch 1564 | loss: 0.0311706 | val_loss: 0.031194 | Time: 1608.77 ms
[2021-12-26 20:29:12 main:574] : INFO : Epoch 1565 | loss: 0.0311726 | val_loss: 0.0311939 | Time: 1618.86 ms
[2021-12-26 20:29:14 main:574] : INFO : Epoch 1566 | loss: 0.0311733 | val_loss: 0.0311914 | Time: 1616.88 ms
[2021-12-26 20:29:15 main:574] : INFO : Epoch 1567 | loss: 0.0311742 | val_loss: 0.031194 | Time: 1613.96 ms
[2021-12-26 20:29:17 main:574] : INFO : Epoch 1568 | loss: 0.031172 | val_loss: 0.0311928 | Time: 1613.63 ms
[2021-12-26 20:29:18 main:574] : INFO : Epoch 1569 | loss: 0.0311704 | val_loss: 0.0311915 | Time: 1612.93 ms
[2021-12-26 20:29:20 main:574] : INFO : Epoch 1570 | loss: 0.0311723 | val_loss: 0.0312003 | Time: 1613.77 ms
[2021-12-26 20:29:22 main:574] : INFO : Epoch 1571 | loss: 0.0311742 | val_loss: 0.0311926 | Time: 1620.65 ms
[2021-12-26 20:29:23 main:574] : INFO : Epoch 1572 | loss: 0.0311749 | val_loss: 0.0311985 | Time: 1612.81 ms
[2021-12-26 20:29:25 main:574] : INFO : Epoch 1573 | loss: 0.0311729 | val_loss: 0.0311927 | Time: 1612.1 ms
[2021-12-26 20:29:27 main:574] : INFO : Epoch 1574 | loss: 0.0311722 | val_loss: 0.0311941 | Time: 1616.73 ms
[2021-12-26 20:29:28 main:574] : INFO : Epoch 1575 | loss: 0.0311705 | val_loss: 0.0311937 | Time: 1608.86 ms
[2021-12-26 20:29:30 main:574] : INFO : Epoch 1576 | loss: 0.0311724 | val_loss: 0.0311963 | Time: 1605.54 ms
[2021-12-26 20:29:31 main:574] : INFO : Epoch 1577 | loss: 0.0311708 | val_loss: 0.031191 | Time: 1614.31 ms
[2021-12-26 20:29:33 main:574] : INFO : Epoch 1578 | loss: 0.0311763 | val_loss: 0.0311982 | Time: 1606.17 ms
[2021-12-26 20:29:35 main:574] : INFO : Epoch 1579 | loss: 0.0311727 | val_loss: 0.0311942 | Time: 1616.44 ms
[2021-12-26 20:29:36 main:574] : INFO : Epoch 1580 | loss: 0.0311671 | val_loss: 0.0311915 | Time: 1610.49 ms
[2021-12-26 20:29:38 main:574] : INFO : Epoch 1581 | loss: 0.0311683 | val_loss: 0.0311925 | Time: 1613.25 ms
[2021-12-26 20:29:39 main:574] : INFO : Epoch 1582 | loss: 0.0311694 | val_loss: 0.0311903 | Time: 1615.52 ms
[2021-12-26 20:29:41 main:574] : INFO : Epoch 1583 | loss: 0.0311709 | val_loss: 0.0311965 | Time: 1616.79 ms
[2021-12-26 20:29:43 main:574] : INFO : Epoch 1584 | loss: 0.0311751 | val_loss: 0.0311948 | Time: 1617.64 ms
[2021-12-26 20:29:44 main:574] : INFO : Epoch 1585 | loss: 0.0311711 | val_loss: 0.0311925 | Time: 1612.4 ms
[2021-12-26 20:29:46 main:574] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.0311914 | Time: 1607.24 ms
[2021-12-26 20:29:48 main:574] : INFO : Epoch 1587 | loss: 0.0311724 | val_loss: 0.0311934 | Time: 1606.46 ms
[2021-12-26 20:29:49 main:574] : INFO : Epoch 1588 | loss: 0.031169 | val_loss: 0.0311948 | Time: 1606.74 ms
[2021-12-26 20:29:51 main:574] : INFO : Epoch 1589 | loss: 0.0311711 | val_loss: 0.0311924 | Time: 1598.02 ms
[2021-12-26 20:29:52 main:574] : INFO : Epoch 1590 | loss: 0.0311692 | val_loss: 0.0311948 | Time: 1609.42 ms
[2021-12-26 20:29:54 main:574] : INFO : Epoch 1591 | loss: 0.0311686 | val_loss: 0.0311923 | Time: 1608.56 ms
[2021-12-26 20:29:56 main:574] : INFO : Epoch 1592 | loss: 0.0311684 | val_loss: 0.0311944 | Time: 1614.9 ms
[2021-12-26 20:29:57 main:574] : INFO : Epoch 1593 | loss: 0.0311649 | val_loss: 0.0311958 | Time: 1606.19 ms
[2021-12-26 20:29:59 main:574] : INFO : Epoch 1594 | loss: 0.0311687 | val_loss: 0.0311925 | Time: 1613.05 ms
[2021-12-26 20:30:00 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0311958 | Time: 1616.35 ms
[2021-12-26 20:30:02 main:574] : INFO : Epoch 1596 | loss: 0.0311662 | val_loss: 0.0311928 | Time: 1616.33 ms
[2021-12-26 20:30:04 main:574] : INFO : Epoch 1597 | loss: 0.0311716 | val_loss: 0.0311989 | Time: 1622.31 ms
[2021-12-26 20:30:05 main:574] : INFO : Epoch 1598 | loss: 0.0311685 | val_loss: 0.0311938 | Time: 1623.03 ms
[2021-12-26 20:30:07 main:574] : INFO : Epoch 1599 | loss: 0.0311698 | val_loss: 0.0311951 | Time: 1627.85 ms
[2021-12-26 20:30:09 main:574] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311975 | Time: 1616.13 ms
[2021-12-26 20:30:10 main:574] : INFO : Epoch 1601 | loss: 0.0311655 | val_loss: 0.0311924 | Time: 1610.7 ms
[2021-12-26 20:30:12 main:574] : INFO : Epoch 1602 | loss: 0.0311663 | val_loss: 0.0311977 | Time: 1600.29 ms
[2021-12-26 20:30:13 main:574] : INFO : Epoch 1603 | loss: 0.0311713 | val_loss: 0.0311942 | Time: 1607.73 ms
[2021-12-26 20:30:15 main:574] : INFO : Epoch 1604 | loss: 0.031165 | val_loss: 0.0312058 | Time: 1605.58 ms
[2021-12-26 20:30:17 main:574] : INFO : Epoch 1605 | loss: 0.0311662 | val_loss: 0.0311932 | Time: 1604.59 ms
[2021-12-26 20:30:18 main:574] : INFO : Epoch 1606 | loss: 0.0311642 | val_loss: 0.0312053 | Time: 1598.69 ms
[2021-12-26 20:30:20 main:574] : INFO : Epoch 1607 | loss: 0.0311666 | val_loss: 0.0311913 | Time: 1609.55 ms
[2021-12-26 20:30:21 main:574] : INFO : Epoch 1608 | loss: 0.0311644 | val_loss: 0.0311988 | Time: 1612.09 ms
[2021-12-26 20:30:23 main:574] : INFO : Epoch 1609 | loss: 0.0311638 | val_loss: 0.0312016 | Time: 1614.68 ms
[2021-12-26 20:30:25 main:574] : INFO : Epoch 1610 | loss: 0.031164 | val_loss: 0.0311944 | Time: 1615.58 ms
[2021-12-26 20:30:26 main:574] : INFO : Epoch 1611 | loss: 0.0311718 | val_loss: 0.0311936 | Time: 1617.54 ms
[2021-12-26 20:30:28 main:574] : INFO : Epoch 1612 | loss: 0.0311717 | val_loss: 0.0311955 | Time: 1610.52 ms
[2021-12-26 20:30:30 main:574] : INFO : Epoch 1613 | loss: 0.0311691 | val_loss: 0.0311956 | Time: 1618.47 ms
[2021-12-26 20:30:31 main:574] : INFO : Epoch 1614 | loss: 0.0311683 | val_loss: 0.0312078 | Time: 1612.38 ms
[2021-12-26 20:30:33 main:574] : INFO : Epoch 1615 | loss: 0.0311754 | val_loss: 0.0311961 | Time: 1610.34 ms
[2021-12-26 20:30:34 main:574] : INFO : Epoch 1616 | loss: 0.0311671 | val_loss: 0.0311985 | Time: 1604.57 ms
[2021-12-26 20:30:36 main:574] : INFO : Epoch 1617 | loss: 0.0311646 | val_loss: 0.0311952 | Time: 1612.24 ms
[2021-12-26 20:30:38 main:574] : INFO : Epoch 1618 | loss: 0.0311661 | val_loss: 0.0312002 | Time: 1602.71 ms
[2021-12-26 20:30:39 main:574] : INFO : Epoch 1619 | loss: 0.031169 | val_loss: 0.031193 | Time: 1640.84 ms
[2021-12-26 20:30:41 main:574] : INFO : Epoch 1620 | loss: 0.0311693 | val_loss: 0.0311923 | Time: 1690.65 ms
[2021-12-26 20:30:43 main:574] : INFO : Epoch 1621 | loss: 0.0311658 | val_loss: 0.0311968 | Time: 1725.39 ms
[2021-12-26 20:30:44 main:574] : INFO : Epoch 1622 | loss: 0.0311686 | val_loss: 0.0311981 | Time: 1591.87 ms
[2021-12-26 20:30:46 main:574] : INFO : Epoch 1623 | loss: 0.0311771 | val_loss: 0.0311915 | Time: 1562.54 ms
[2021-12-26 20:30:47 main:574] : INFO : Epoch 1624 | loss: 0.0311808 | val_loss: 0.031213 | Time: 1566.41 ms
[2021-12-26 20:30:49 main:574] : INFO : Epoch 1625 | loss: 0.031182 | val_loss: 0.0312151 | Time: 1641.45 ms
[2021-12-26 20:30:51 main:574] : INFO : Epoch 1626 | loss: 0.0311852 | val_loss: 0.0311981 | Time: 1588.35 ms
[2021-12-26 20:30:52 main:574] : INFO : Epoch 1627 | loss: 0.0311727 | val_loss: 0.0311956 | Time: 1561.57 ms
[2021-12-26 20:30:54 main:574] : INFO : Epoch 1628 | loss: 0.0311719 | val_loss: 0.0312031 | Time: 1565.64 ms
[2021-12-26 20:30:55 main:574] : INFO : Epoch 1629 | loss: 0.0311717 | val_loss: 0.031198 | Time: 1560.48 ms
[2021-12-26 20:30:57 main:574] : INFO : Epoch 1630 | loss: 0.0311663 | val_loss: 0.0311954 | Time: 1558.85 ms
[2021-12-26 20:30:58 main:574] : INFO : Epoch 1631 | loss: 0.0311669 | val_loss: 0.0311934 | Time: 1556.06 ms
[2021-12-26 20:31:00 main:574] : INFO : Epoch 1632 | loss: 0.0311669 | val_loss: 0.0311966 | Time: 1561.6 ms
[2021-12-26 20:31:02 main:574] : INFO : Epoch 1633 | loss: 0.0311649 | val_loss: 0.0311971 | Time: 1551.98 ms
[2021-12-26 20:31:03 main:574] : INFO : Epoch 1634 | loss: 0.0311633 | val_loss: 0.031196 | Time: 1551.31 ms
[2021-12-26 20:31:05 main:574] : INFO : Epoch 1635 | loss: 0.0311642 | val_loss: 0.031196 | Time: 1570.29 ms
[2021-12-26 20:31:06 main:574] : INFO : Epoch 1636 | loss: 0.0311668 | val_loss: 0.0311913 | Time: 1570.38 ms
[2021-12-26 20:31:08 main:574] : INFO : Epoch 1637 | loss: 0.0311695 | val_loss: 0.0311887 | Time: 1573.29 ms
[2021-12-26 20:31:09 main:574] : INFO : Epoch 1638 | loss: 0.0311669 | val_loss: 0.031196 | Time: 1569.99 ms
[2021-12-26 20:31:11 main:574] : INFO : Epoch 1639 | loss: 0.0311652 | val_loss: 0.031204 | Time: 1567.62 ms
[2021-12-26 20:31:13 main:574] : INFO : Epoch 1640 | loss: 0.0311684 | val_loss: 0.0311923 | Time: 1562.48 ms
[2021-12-26 20:31:14 main:574] : INFO : Epoch 1641 | loss: 0.0311692 | val_loss: 0.0311924 | Time: 1549.74 ms
[2021-12-26 20:31:16 main:574] : INFO : Epoch 1642 | loss: 0.0311627 | val_loss: 0.0311937 | Time: 1549.99 ms
[2021-12-26 20:31:17 main:574] : INFO : Epoch 1643 | loss: 0.0311614 | val_loss: 0.0311954 | Time: 1546.64 ms
[2021-12-26 20:31:19 main:574] : INFO : Epoch 1644 | loss: 0.0311631 | val_loss: 0.031199 | Time: 1550.4 ms
[2021-12-26 20:31:20 main:574] : INFO : Epoch 1645 | loss: 0.0311669 | val_loss: 0.0311967 | Time: 1554.11 ms
[2021-12-26 20:31:22 main:574] : INFO : Epoch 1646 | loss: 0.0311682 | val_loss: 0.0311977 | Time: 1565.63 ms
[2021-12-26 20:31:23 main:574] : INFO : Epoch 1647 | loss: 0.0311676 | val_loss: 0.0312005 | Time: 1556.33 ms
[2021-12-26 20:31:25 main:574] : INFO : Epoch 1648 | loss: 0.0311629 | val_loss: 0.031197 | Time: 1565.45 ms
[2021-12-26 20:31:27 main:574] : INFO : Epoch 1649 | loss: 0.0311606 | val_loss: 0.0311968 | Time: 1555.65 ms
[2021-12-26 20:31:28 main:574] : INFO : Epoch 1650 | loss: 0.031169 | val_loss: 0.0311991 | Time: 1558.18 ms
[2021-12-26 20:31:30 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311958 | Time: 1564.9 ms
[2021-12-26 20:31:31 main:574] : INFO : Epoch 1652 | loss: 0.0311678 | val_loss: 0.0311937 | Time: 1552.06 ms
[2021-12-26 20:31:33 main:574] : INFO : Epoch 1653 | loss: 0.0311643 | val_loss: 0.0311926 | Time: 1567.55 ms
[2021-12-26 20:31:34 main:574] : INFO : Epoch 1654 | loss: 0.0311663 | val_loss: 0.0311933 | Time: 1562.52 ms
[2021-12-26 20:31:36 main:574] : INFO : Epoch 1655 | loss: 0.0311645 | val_loss: 0.0311972 | Time: 1559.17 ms
[2021-12-26 20:31:38 main:574] : INFO : Epoch 1656 | loss: 0.031165 | val_loss: 0.0311936 | Time: 1551.53 ms
[2021-12-26 20:31:39 main:574] : INFO : Epoch 1657 | loss: 0.0311672 | val_loss: 0.031197 | Time: 1557.1 ms
[2021-12-26 20:31:41 main:574] : INFO : Epoch 1658 | loss: 0.0311608 | val_loss: 0.0311949 | Time: 1564.17 ms
[2021-12-26 20:31:42 main:574] : INFO : Epoch 1659 | loss: 0.031165 | val_loss: 0.0311964 | Time: 1556.47 ms
[2021-12-26 20:31:44 main:574] : INFO : Epoch 1660 | loss: 0.0311615 | val_loss: 0.0311909 | Time: 1554.02 ms
[2021-12-26 20:31:45 main:574] : INFO : Epoch 1661 | loss: 0.0311598 | val_loss: 0.0312 | Time: 1551.91 ms
[2021-12-26 20:31:47 main:574] : INFO : Epoch 1662 | loss: 0.0311616 | val_loss: 0.031193 | Time: 1547.34 ms
[2021-12-26 20:31:48 main:574] : INFO : Epoch 1663 | loss: 0.0311621 | val_loss: 0.0311911 | Time: 1549.61 ms
[2021-12-26 20:31:50 main:574] : INFO : Epoch 1664 | loss: 0.0311631 | val_loss: 0.0311948 | Time: 1555.53 ms
[2021-12-26 20:31:52 main:574] : INFO : Epoch 1665 | loss: 0.0311688 | val_loss: 0.0311917 | Time: 1555.01 ms
[2021-12-26 20:31:53 main:574] : INFO : Epoch 1666 | loss: 0.0311675 | val_loss: 0.0311926 | Time: 1551.17 ms
[2021-12-26 20:31:55 main:574] : INFO : Epoch 1667 | loss: 0.031165 | val_loss: 0.0311883 | Time: 1560.18 ms
[2021-12-26 20:31:56 main:574] : INFO : Epoch 1668 | loss: 0.031166 | val_loss: 0.0311928 | Time: 1551.08 ms
[2021-12-26 20:31:58 main:574] : INFO : Epoch 1669 | loss: 0.0311635 | val_loss: 0.0311949 | Time: 1555.57 ms
[2021-12-26 20:31:59 main:574] : INFO : Epoch 1670 | loss: 0.0311663 | val_loss: 0.0311922 | Time: 1567.01 ms
[2021-12-26 20:32:01 main:574] : INFO : Epoch 1671 | loss: 0.0311655 | val_loss: 0.0311934 | Time: 1563.69 ms
[2021-12-26 20:32:02 main:574] : INFO : Epoch 1672 | loss: 0.0311648 | val_loss: 0.0311915 | Time: 1547.57 ms
[2021-12-26 20:32:04 main:574] : INFO : Epoch 1673 | loss: 0.0311641 | val_loss: 0.0311964 | Time: 1548.7 ms
[2021-12-26 20:32:06 main:574] : INFO : Epoch 1674 | loss: 0.0311658 | val_loss: 0.0311923 | Time: 1550.92 ms
[2021-12-26 20:32:07 main:574] : INFO : Epoch 1675 | loss: 0.0311642 | val_loss: 0.0311897 | Time: 1549.95 ms
[2021-12-26 20:32:09 main:574] : INFO : Epoch 1676 | loss: 0.031164 | val_loss: 0.0311925 | Time: 1564.03 ms
[2021-12-26 20:32:10 main:574] : INFO : Epoch 1677 | loss: 0.0311631 | val_loss: 0.0311958 | Time: 1552.64 ms
[2021-12-26 20:32:12 main:574] : INFO : Epoch 1678 | loss: 0.0311639 | val_loss: 0.0311936 | Time: 1559.42 ms
[2021-12-26 20:32:13 main:574] : INFO : Epoch 1679 | loss: 0.0311597 | val_loss: 0.0311936 | Time: 1554.6 ms
[2021-12-26 20:32:15 main:574] : INFO : Epoch 1680 | loss: 0.0311604 | val_loss: 0.0311897 | Time: 1561.6 ms
[2021-12-26 20:32:16 main:574] : INFO : Epoch 1681 | loss: 0.0311607 | val_loss: 0.0311946 | Time: 1560.7 ms
[2021-12-26 20:32:18 main:574] : INFO : Epoch 1682 | loss: 0.031162 | val_loss: 0.0311905 | Time: 1561.33 ms
[2021-12-26 20:32:20 main:574] : INFO : Epoch 1683 | loss: 0.0311592 | val_loss: 0.0311926 | Time: 1549.41 ms
[2021-12-26 20:32:21 main:574] : INFO : Epoch 1684 | loss: 0.0311593 | val_loss: 0.0311926 | Time: 1559.03 ms
[2021-12-26 20:32:23 main:574] : INFO : Epoch 1685 | loss: 0.0311601 | val_loss: 0.0311936 | Time: 1556.18 ms
[2021-12-26 20:32:24 main:574] : INFO : Epoch 1686 | loss: 0.0311597 | val_loss: 0.0311959 | Time: 1553.64 ms
[2021-12-26 20:32:26 main:574] : INFO : Epoch 1687 | loss: 0.0311614 | val_loss: 0.031192 | Time: 1560.7 ms
[2021-12-26 20:32:27 main:574] : INFO : Epoch 1688 | loss: 0.0311637 | val_loss: 0.0311927 | Time: 1555 ms
[2021-12-26 20:32:29 main:574] : INFO : Epoch 1689 | loss: 0.0311629 | val_loss: 0.0311936 | Time: 1554.62 ms
[2021-12-26 20:32:31 main:574] : INFO : Epoch 1690 | loss: 0.0311608 | val_loss: 0.0311927 | Time: 1555.04 ms
[2021-12-26 20:32:32 main:574] : INFO : Epoch 1691 | loss: 0.0311606 | val_loss: 0.0311958 | Time: 1548.55 ms
[2021-12-26 20:32:34 main:574] : INFO : Epoch 1692 | loss: 0.0311597 | val_loss: 0.0311904 | Time: 1555.78 ms
[2021-12-26 20:32:35 main:574] : INFO : Epoch 1693 | loss: 0.0311621 | val_loss: 0.0311943 | Time: 1563.3 ms
[2021-12-26 20:32:37 main:574] : INFO : Epoch 1694 | loss: 0.031171 | val_loss: 0.0311881 | Time: 1562.74 ms
[2021-12-26 20:32:38 main:574] : INFO : Epoch 1695 | loss: 0.0311727 | val_loss: 0.0312015 | Time: 1553.26 ms
[2021-12-26 20:32:40 main:574] : INFO : Epoch 1696 | loss: 0.0311769 | val_loss: 0.0312102 | Time: 1549.68 ms
[2021-12-26 20:32:41 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311971 | Time: 1560 ms
[2021-12-26 20:32:43 main:574] : INFO : Epoch 1698 | loss: 0.0311647 | val_loss: 0.0311933 | Time: 1544.49 ms
[2021-12-26 20:32:45 main:574] : INFO : Epoch 1699 | loss: 0.031163 | val_loss: 0.0311893 | Time: 1562.26 ms
[2021-12-26 20:32:46 main:574] : INFO : Epoch 1700 | loss: 0.0311654 | val_loss: 0.0311901 | Time: 1565.5 ms
[2021-12-26 20:32:48 main:574] : INFO : Epoch 1701 | loss: 0.0311663 | val_loss: 0.031188 | Time: 1554.59 ms
[2021-12-26 20:32:49 main:574] : INFO : Epoch 1702 | loss: 0.0311629 | val_loss: 0.0311866 | Time: 1560.59 ms
[2021-12-26 20:32:51 main:574] : INFO : Epoch 1703 | loss: 0.031165 | val_loss: 0.0311974 | Time: 1545.03 ms
[2021-12-26 20:32:52 main:574] : INFO : Epoch 1704 | loss: 0.0311679 | val_loss: 0.0311908 | Time: 1564.89 ms
[2021-12-26 20:32:54 main:574] : INFO : Epoch 1705 | loss: 0.0311637 | val_loss: 0.0311928 | Time: 1557.36 ms
[2021-12-26 20:32:55 main:574] : INFO : Epoch 1706 | loss: 0.0311604 | val_loss: 0.0311959 | Time: 1547.73 ms
[2021-12-26 20:32:57 main:574] : INFO : Epoch 1707 | loss: 0.0311599 | val_loss: 0.0311968 | Time: 1551.14 ms
[2021-12-26 20:32:59 main:574] : INFO : Epoch 1708 | loss: 0.0311582 | val_loss: 0.0311901 | Time: 1550.99 ms
[2021-12-26 20:33:00 main:574] : INFO : Epoch 1709 | loss: 0.0311584 | val_loss: 0.0311925 | Time: 1561.98 ms
[2021-12-26 20:33:02 main:574] : INFO : Epoch 1710 | loss: 0.0311609 | val_loss: 0.0311887 | Time: 1558.15 ms
[2021-12-26 20:33:03 main:574] : INFO : Epoch 1711 | loss: 0.031164 | val_loss: 0.0311876 | Time: 1552.5 ms
[2021-12-26 20:33:05 main:574] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311861 | Time: 1557.73 ms
[2021-12-26 20:33:06 main:574] : INFO : Epoch 1713 | loss: 0.0311604 | val_loss: 0.0311906 | Time: 1556.87 ms
[2021-12-26 20:33:08 main:574] : INFO : Epoch 1714 | loss: 0.0311602 | val_loss: 0.0311906 | Time: 1559.78 ms
[2021-12-26 20:33:09 main:574] : INFO : Epoch 1715 | loss: 0.0311606 | val_loss: 0.0311871 | Time: 1551.34 ms
[2021-12-26 20:33:11 main:574] : INFO : Epoch 1716 | loss: 0.0311654 | val_loss: 0.0311879 | Time: 1554.64 ms
[2021-12-26 20:33:13 main:574] : INFO : Epoch 1717 | loss: 0.031172 | val_loss: 0.0311892 | Time: 1553.25 ms
[2021-12-26 20:33:14 main:574] : INFO : Epoch 1718 | loss: 0.0311713 | val_loss: 0.0311885 | Time: 1556.78 ms
[2021-12-26 20:33:16 main:574] : INFO : Epoch 1719 | loss: 0.0311642 | val_loss: 0.0311935 | Time: 1566.47 ms
[2021-12-26 20:33:17 main:574] : INFO : Epoch 1720 | loss: 0.0311659 | val_loss: 0.0311916 | Time: 1555.19 ms
[2021-12-26 20:33:19 main:574] : INFO : Epoch 1721 | loss: 0.0311643 | val_loss: 0.0311942 | Time: 1554.71 ms
[2021-12-26 20:33:20 main:574] : INFO : Epoch 1722 | loss: 0.0311639 | val_loss: 0.0311887 | Time: 1554.92 ms
[2021-12-26 20:33:22 main:574] : INFO : Epoch 1723 | loss: 0.031164 | val_loss: 0.0311897 | Time: 1557.67 ms
[2021-12-26 20:33:24 main:574] : INFO : Epoch 1724 | loss: 0.0311633 | val_loss: 0.0311895 | Time: 1548.57 ms
[2021-12-26 20:33:25 main:574] : INFO : Epoch 1725 | loss: 0.0311629 | val_loss: 0.0311909 | Time: 1546.89 ms
[2021-12-26 20:33:27 main:574] : INFO : Epoch 1726 | loss: 0.0311629 | val_loss: 0.0311878 | Time: 1547.35 ms
[2021-12-26 20:33:28 main:574] : INFO : Epoch 1727 | loss: 0.0311598 | val_loss: 0.0311898 | Time: 1568.2 ms
[2021-12-26 20:33:30 main:574] : INFO : Epoch 1728 | loss: 0.0311588 | val_loss: 0.0311862 | Time: 1560.68 ms
[2021-12-26 20:33:31 main:574] : INFO : Epoch 1729 | loss: 0.0311584 | val_loss: 0.0311918 | Time: 1559.86 ms
[2021-12-26 20:33:33 main:574] : INFO : Epoch 1730 | loss: 0.0311598 | val_loss: 0.0311841 | Time: 1554 ms
[2021-12-26 20:33:34 main:574] : INFO : Epoch 1731 | loss: 0.0311635 | val_loss: 0.031183 | Time: 1545.06 ms
[2021-12-26 20:33:36 main:574] : INFO : Epoch 1732 | loss: 0.0311608 | val_loss: 0.0311883 | Time: 1550.93 ms
[2021-12-26 20:33:38 main:574] : INFO : Epoch 1733 | loss: 0.0311612 | val_loss: 0.0311895 | Time: 1559.68 ms
[2021-12-26 20:33:39 main:574] : INFO : Epoch 1734 | loss: 0.0311603 | val_loss: 0.0311874 | Time: 1558.89 ms
[2021-12-26 20:33:41 main:574] : INFO : Epoch 1735 | loss: 0.0311641 | val_loss: 0.0311855 | Time: 1566.87 ms
[2021-12-26 20:33:42 main:574] : INFO : Epoch 1736 | loss: 0.0311643 | val_loss: 0.0311863 | Time: 1557.01 ms
[2021-12-26 20:33:44 main:574] : INFO : Epoch 1737 | loss: 0.0311607 | val_loss: 0.0311885 | Time: 1552.32 ms
[2021-12-26 20:33:45 main:574] : INFO : Epoch 1738 | loss: 0.0311599 | val_loss: 0.0311852 | Time: 1560.17 ms
[2021-12-26 20:33:47 main:574] : INFO : Epoch 1739 | loss: 0.0311593 | val_loss: 0.0311902 | Time: 1552.92 ms
[2021-12-26 20:33:48 main:574] : INFO : Epoch 1740 | loss: 0.0311571 | val_loss: 0.031188 | Time: 1550.8 ms
[2021-12-26 20:33:50 main:574] : INFO : Epoch 1741 | loss: 0.0311623 | val_loss: 0.031197 | Time: 1550.3 ms
[2021-12-26 20:33:52 main:574] : INFO : Epoch 1742 | loss: 0.031196 | val_loss: 0.0311986 | Time: 1556.38 ms
[2021-12-26 20:33:53 main:574] : INFO : Epoch 1743 | loss: 0.0311974 | val_loss: 0.0311986 | Time: 1552.65 ms
[2021-12-26 20:33:55 main:574] : INFO : Epoch 1744 | loss: 0.0311905 | val_loss: 0.0311945 | Time: 1557 ms
[2021-12-26 20:33:56 main:574] : INFO : Epoch 1745 | loss: 0.0311864 | val_loss: 0.0311922 | Time: 1552.59 ms
[2021-12-26 20:33:58 main:574] : INFO : Epoch 1746 | loss: 0.0311831 | val_loss: 0.0311921 | Time: 1554.41 ms
[2021-12-26 20:33:59 main:574] : INFO : Epoch 1747 | loss: 0.0311831 | val_loss: 0.0311908 | Time: 1551.37 ms
[2021-12-26 20:34:01 main:574] : INFO : Epoch 1748 | loss: 0.0311849 | val_loss: 0.0311961 | Time: 1558.39 ms
[2021-12-26 20:34:02 main:574] : INFO : Epoch 1749 | loss: 0.0311833 | val_loss: 0.0311933 | Time: 1559.74 ms
[2021-12-26 20:34:04 main:574] : INFO : Epoch 1750 | loss: 0.0311797 | val_loss: 0.031188 | Time: 1553.01 ms
[2021-12-26 20:34:06 main:574] : INFO : Epoch 1751 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 1547.61 ms
[2021-12-26 20:34:07 main:574] : INFO : Epoch 1752 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 1548.71 ms
[2021-12-26 20:34:09 main:574] : INFO : Epoch 1753 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 1559.4 ms
[2021-12-26 20:34:10 main:574] : INFO : Epoch 1754 | loss: 0.0311726 | val_loss: 0.0311863 | Time: 1557.69 ms
[2021-12-26 20:34:12 main:574] : INFO : Epoch 1755 | loss: 0.0311715 | val_loss: 0.0311844 | Time: 1549.82 ms
[2021-12-26 20:34:13 main:574] : INFO : Epoch 1756 | loss: 0.0311714 | val_loss: 0.0311848 | Time: 1561.4 ms
[2021-12-26 20:34:15 main:574] : INFO : Epoch 1757 | loss: 0.0311704 | val_loss: 0.031185 | Time: 1552.44 ms
[2021-12-26 20:34:16 main:574] : INFO : Epoch 1758 | loss: 0.0311708 | val_loss: 0.0311843 | Time: 1554.87 ms
[2021-12-26 20:34:18 main:574] : INFO : Epoch 1759 | loss: 0.0311712 | val_loss: 0.031185 | Time: 1563.05 ms
[2021-12-26 20:34:20 main:574] : INFO : Epoch 1760 | loss: 0.0311691 | val_loss: 0.0311873 | Time: 1556.63 ms
[2021-12-26 20:34:21 main:574] : INFO : Epoch 1761 | loss: 0.0311677 | val_loss: 0.031183 | Time: 1554.91 ms
[2021-12-26 20:34:23 main:574] : INFO : Epoch 1762 | loss: 0.0311678 | val_loss: 0.0311869 | Time: 1552.66 ms
[2021-12-26 20:34:24 main:574] : INFO : Epoch 1763 | loss: 0.0311695 | val_loss: 0.0311841 | Time: 1560.55 ms
[2021-12-26 20:34:26 main:574] : INFO : Epoch 1764 | loss: 0.0311669 | val_loss: 0.0311824 | Time: 1555.11 ms
[2021-12-26 20:34:27 main:574] : INFO : Epoch 1765 | loss: 0.0311663 | val_loss: 0.0311876 | Time: 1552.1 ms
[2021-12-26 20:34:29 main:574] : INFO : Epoch 1766 | loss: 0.0311687 | val_loss: 0.0311843 | Time: 1556.5 ms
[2021-12-26 20:34:31 main:574] : INFO : Epoch 1767 | loss: 0.0311668 | val_loss: 0.031186 | Time: 1559.98 ms
[2021-12-26 20:34:32 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311876 | Time: 1553.12 ms
[2021-12-26 20:34:34 main:574] : INFO : Epoch 1769 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 1557.87 ms
[2021-12-26 20:34:35 main:574] : INFO : Epoch 1770 | loss: 0.0311702 | val_loss: 0.0311946 | Time: 1564.66 ms
[2021-12-26 20:34:37 main:574] : INFO : Epoch 1771 | loss: 0.0311652 | val_loss: 0.0311869 | Time: 1562.8 ms
[2021-12-26 20:34:38 main:574] : INFO : Epoch 1772 | loss: 0.0311644 | val_loss: 0.0311818 | Time: 1562.32 ms
[2021-12-26 20:34:40 main:574] : INFO : Epoch 1773 | loss: 0.0311662 | val_loss: 0.0311845 | Time: 1546.78 ms
[2021-12-26 20:34:41 main:574] : INFO : Epoch 1774 | loss: 0.0311633 | val_loss: 0.0311836 | Time: 1556.54 ms
[2021-12-26 20:34:43 main:574] : INFO : Epoch 1775 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 1554.27 ms
[2021-12-26 20:34:45 main:574] : INFO : Epoch 1776 | loss: 0.0311705 | val_loss: 0.0311901 | Time: 1539.07 ms
[2021-12-26 20:34:46 main:574] : INFO : Epoch 1777 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 1550.75 ms
[2021-12-26 20:34:48 main:574] : INFO : Epoch 1778 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 1555.57 ms
[2021-12-26 20:34:49 main:574] : INFO : Epoch 1779 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 1553.99 ms
[2021-12-26 20:34:51 main:574] : INFO : Epoch 1780 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 1567.72 ms
[2021-12-26 20:34:52 main:574] : INFO : Epoch 1781 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 1571.24 ms
[2021-12-26 20:34:54 main:574] : INFO : Epoch 1782 | loss: 0.0311683 | val_loss: 0.0311885 | Time: 1556.38 ms
[2021-12-26 20:34:55 main:574] : INFO : Epoch 1783 | loss: 0.0311698 | val_loss: 0.0311874 | Time: 1556.79 ms
[2021-12-26 20:34:57 main:574] : INFO : Epoch 1784 | loss: 0.031169 | val_loss: 0.0311818 | Time: 1555.84 ms
[2021-12-26 20:34:59 main:574] : INFO : Epoch 1785 | loss: 0.0311652 | val_loss: 0.0311796 | Time: 1565.8 ms
[2021-12-26 20:35:00 main:574] : INFO : Epoch 1786 | loss: 0.0311646 | val_loss: 0.0311816 | Time: 1570.72 ms
[2021-12-26 20:35:02 main:574] : INFO : Epoch 1787 | loss: 0.0311711 | val_loss: 0.0311885 | Time: 1559.21 ms
[2021-12-26 20:35:03 main:574] : INFO : Epoch 1788 | loss: 0.0311694 | val_loss: 0.0311937 | Time: 1567.97 ms
[2021-12-26 20:35:05 main:574] : INFO : Epoch 1789 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 1572.29 ms
[2021-12-26 20:35:06 main:574] : INFO : Epoch 1790 | loss: 0.0311655 | val_loss: 0.0311838 | Time: 1562.2 ms
[2021-12-26 20:35:08 main:574] : INFO : Epoch 1791 | loss: 0.0311633 | val_loss: 0.0311809 | Time: 1566.51 ms
[2021-12-26 20:35:10 main:574] : INFO : Epoch 1792 | loss: 0.0311631 | val_loss: 0.031179 | Time: 1562.85 ms
[2021-12-26 20:35:11 main:574] : INFO : Epoch 1793 | loss: 0.0311627 | val_loss: 0.0311775 | Time: 1565.36 ms
[2021-12-26 20:35:13 main:574] : INFO : Epoch 1794 | loss: 0.0311619 | val_loss: 0.0311826 | Time: 1548.62 ms
[2021-12-26 20:35:14 main:574] : INFO : Epoch 1795 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 1563.26 ms
[2021-12-26 20:35:16 main:574] : INFO : Epoch 1796 | loss: 0.0311608 | val_loss: 0.0311799 | Time: 1565.32 ms
[2021-12-26 20:35:17 main:574] : INFO : Epoch 1797 | loss: 0.0311629 | val_loss: 0.0311832 | Time: 1560.67 ms
[2021-12-26 20:35:19 main:574] : INFO : Epoch 1798 | loss: 0.0311625 | val_loss: 0.0311805 | Time: 1567.22 ms
[2021-12-26 20:35:21 main:574] : INFO : Epoch 1799 | loss: 0.0311629 | val_loss: 0.0311814 | Time: 1582.51 ms
[2021-12-26 20:35:22 main:574] : INFO : Epoch 1800 | loss: 0.0311607 | val_loss: 0.0311829 | Time: 1561.15 ms
[2021-12-26 20:35:24 main:574] : INFO : Epoch 1801 | loss: 0.0311628 | val_loss: 0.0311817 | Time: 1559.56 ms
[2021-12-26 20:35:25 main:574] : INFO : Epoch 1802 | loss: 0.0311601 | val_loss: 0.0311802 | Time: 1594.64 ms
[2021-12-26 20:35:27 main:574] : INFO : Epoch 1803 | loss: 0.0311578 | val_loss: 0.0311818 | Time: 1570.58 ms
[2021-12-26 20:35:28 main:574] : INFO : Epoch 1804 | loss: 0.0311605 | val_loss: 0.0311811 | Time: 1582.82 ms
[2021-12-26 20:35:30 main:574] : INFO : Epoch 1805 | loss: 0.0311577 | val_loss: 0.0311895 | Time: 1559.33 ms
[2021-12-26 20:35:32 main:574] : INFO : Epoch 1806 | loss: 0.031162 | val_loss: 0.0311863 | Time: 1559.42 ms
[2021-12-26 20:35:33 main:574] : INFO : Epoch 1807 | loss: 0.0311598 | val_loss: 0.0311863 | Time: 1597.16 ms
[2021-12-26 20:35:35 main:574] : INFO : Epoch 1808 | loss: 0.0311574 | val_loss: 0.0311819 | Time: 1556.1 ms
[2021-12-26 20:35:36 main:574] : INFO : Epoch 1809 | loss: 0.0311585 | val_loss: 0.0311836 | Time: 1597.76 ms
[2021-12-26 20:35:38 main:574] : INFO : Epoch 1810 | loss: 0.031159 | val_loss: 0.0311828 | Time: 1622.93 ms
[2021-12-26 20:35:40 main:574] : INFO : Epoch 1811 | loss: 0.0311584 | val_loss: 0.0311797 | Time: 1584.51 ms
[2021-12-26 20:35:41 main:574] : INFO : Epoch 1812 | loss: 0.0311596 | val_loss: 0.0311851 | Time: 1568.92 ms
[2021-12-26 20:35:43 main:574] : INFO : Epoch 1813 | loss: 0.0311586 | val_loss: 0.0311811 | Time: 1606.59 ms
[2021-12-26 20:35:44 main:574] : INFO : Epoch 1814 | loss: 0.0311547 | val_loss: 0.0311832 | Time: 1565.6 ms
[2021-12-26 20:35:46 main:574] : INFO : Epoch 1815 | loss: 0.031156 | val_loss: 0.0311878 | Time: 1559.48 ms
[2021-12-26 20:35:47 main:574] : INFO : Epoch 1816 | loss: 0.0311573 | val_loss: 0.0311819 | Time: 1562.03 ms
[2021-12-26 20:35:49 main:574] : INFO : Epoch 1817 | loss: 0.0311555 | val_loss: 0.0311878 | Time: 1568.14 ms
[2021-12-26 20:35:51 main:574] : INFO : Epoch 1818 | loss: 0.0311568 | val_loss: 0.0311814 | Time: 1564.11 ms
[2021-12-26 20:35:52 main:574] : INFO : Epoch 1819 | loss: 0.0311569 | val_loss: 0.0311795 | Time: 1563.3 ms
[2021-12-26 20:35:54 main:574] : INFO : Epoch 1820 | loss: 0.0311581 | val_loss: 0.0311851 | Time: 1587.69 ms
[2021-12-26 20:35:55 main:574] : INFO : Epoch 1821 | loss: 0.0311566 | val_loss: 0.0311839 | Time: 1584.76 ms
[2021-12-26 20:35:57 main:574] : INFO : Epoch 1822 | loss: 0.0311545 | val_loss: 0.0311869 | Time: 1566.63 ms
[2021-12-26 20:35:58 main:574] : INFO : Epoch 1823 | loss: 0.0311531 | val_loss: 0.0311815 | Time: 1565.71 ms
[2021-12-26 20:36:00 main:574] : INFO : Epoch 1824 | loss: 0.0311529 | val_loss: 0.0311822 | Time: 1554.76 ms
[2021-12-26 20:36:02 main:574] : INFO : Epoch 1825 | loss: 0.0311545 | val_loss: 0.0311841 | Time: 1581.22 ms
[2021-12-26 20:36:03 main:574] : INFO : Epoch 1826 | loss: 0.0311521 | val_loss: 0.0311846 | Time: 1557.17 ms
[2021-12-26 20:36:05 main:574] : INFO : Epoch 1827 | loss: 0.0311538 | val_loss: 0.0311881 | Time: 1588.26 ms
[2021-12-26 20:36:06 main:574] : INFO : Epoch 1828 | loss: 0.0311536 | val_loss: 0.0311868 | Time: 1559.62 ms
[2021-12-26 20:36:08 main:574] : INFO : Epoch 1829 | loss: 0.0311524 | val_loss: 0.0311822 | Time: 1568.69 ms
[2021-12-26 20:36:09 main:574] : INFO : Epoch 1830 | loss: 0.0311516 | val_loss: 0.0311846 | Time: 1594.59 ms
[2021-12-26 20:36:11 main:574] : INFO : Epoch 1831 | loss: 0.0311517 | val_loss: 0.0311843 | Time: 1590.33 ms
[2021-12-26 20:36:13 main:574] : INFO : Epoch 1832 | loss: 0.0311527 | val_loss: 0.0311808 | Time: 1590 ms
[2021-12-26 20:36:14 main:574] : INFO : Epoch 1833 | loss: 0.0311518 | val_loss: 0.0311802 | Time: 1585.95 ms
[2021-12-26 20:36:16 main:574] : INFO : Epoch 1834 | loss: 0.0311522 | val_loss: 0.031185 | Time: 1579.23 ms
[2021-12-26 20:36:17 main:574] : INFO : Epoch 1835 | loss: 0.0311569 | val_loss: 0.031179 | Time: 1551.57 ms
[2021-12-26 20:36:19 main:574] : INFO : Epoch 1836 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 1555.69 ms
[2021-12-26 20:36:20 main:574] : INFO : Epoch 1837 | loss: 0.03116 | val_loss: 0.03118 | Time: 1564.01 ms
[2021-12-26 20:36:22 main:574] : INFO : Epoch 1838 | loss: 0.0311578 | val_loss: 0.031179 | Time: 1580.48 ms
[2021-12-26 20:36:24 main:574] : INFO : Epoch 1839 | loss: 0.0311553 | val_loss: 0.0311835 | Time: 1585.47 ms
[2021-12-26 20:36:25 main:574] : INFO : Epoch 1840 | loss: 0.0311524 | val_loss: 0.0311833 | Time: 1584.73 ms
[2021-12-26 20:36:27 main:574] : INFO : Epoch 1841 | loss: 0.0311538 | val_loss: 0.0311877 | Time: 1590.16 ms
[2021-12-26 20:36:28 main:574] : INFO : Epoch 1842 | loss: 0.0311589 | val_loss: 0.0311826 | Time: 1556 ms
[2021-12-26 20:36:30 main:574] : INFO : Epoch 1843 | loss: 0.0311538 | val_loss: 0.0311792 | Time: 1563.02 ms
[2021-12-26 20:36:32 main:574] : INFO : Epoch 1844 | loss: 0.0311529 | val_loss: 0.0311882 | Time: 1584.71 ms
[2021-12-26 20:36:33 main:574] : INFO : Epoch 1845 | loss: 0.0311559 | val_loss: 0.0311836 | Time: 1568.45 ms
[2021-12-26 20:36:35 main:574] : INFO : Epoch 1846 | loss: 0.0311555 | val_loss: 0.0311859 | Time: 1567.47 ms
[2021-12-26 20:36:36 main:574] : INFO : Epoch 1847 | loss: 0.0311559 | val_loss: 0.0311889 | Time: 1554.08 ms
[2021-12-26 20:36:38 main:574] : INFO : Epoch 1848 | loss: 0.0311538 | val_loss: 0.0311809 | Time: 1552.39 ms
[2021-12-26 20:36:39 main:574] : INFO : Epoch 1849 | loss: 0.0311627 | val_loss: 0.0312091 | Time: 1574.98 ms
[2021-12-26 20:36:41 main:574] : INFO : Epoch 1850 | loss: 0.0321037 | val_loss: 0.034405 | Time: 1567.56 ms
[2021-12-26 20:36:43 main:574] : INFO : Epoch 1851 | loss: 0.0321048 | val_loss: 0.031287 | Time: 1557.97 ms
[2021-12-26 20:36:44 main:574] : INFO : Epoch 1852 | loss: 0.031279 | val_loss: 0.0312172 | Time: 1561.32 ms
[2021-12-26 20:36:46 main:574] : INFO : Epoch 1853 | loss: 0.0312043 | val_loss: 0.0311896 | Time: 1579.19 ms
[2021-12-26 20:36:47 main:574] : INFO : Epoch 1854 | loss: 0.0311908 | val_loss: 0.0311839 | Time: 1564.55 ms
[2021-12-26 20:36:49 main:574] : INFO : Epoch 1855 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 1558.45 ms
[2021-12-26 20:36:51 main:574] : INFO : Epoch 1856 | loss: 0.0311777 | val_loss: 0.031181 | Time: 1607.4 ms
[2021-12-26 20:36:52 main:574] : INFO : Epoch 1857 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 1593.8 ms
[2021-12-26 20:36:54 main:574] : INFO : Epoch 1858 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 1554.67 ms
[2021-12-26 20:36:55 main:574] : INFO : Epoch 1859 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1559.49 ms
[2021-12-26 20:36:57 main:574] : INFO : Epoch 1860 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 1545.59 ms
[2021-12-26 20:36:58 main:574] : INFO : Epoch 1861 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 1563.49 ms
[2021-12-26 20:37:00 main:574] : INFO : Epoch 1862 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 1594.14 ms
[2021-12-26 20:37:02 main:574] : INFO : Epoch 1863 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 1593.13 ms
[2021-12-26 20:37:03 main:574] : INFO : Epoch 1864 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 1562.65 ms
[2021-12-26 20:37:05 main:574] : INFO : Epoch 1865 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 1555.47 ms
[2021-12-26 20:37:06 main:574] : INFO : Epoch 1866 | loss: 0.0311701 | val_loss: 0.0311831 | Time: 1564.96 ms
[2021-12-26 20:37:08 main:574] : INFO : Epoch 1867 | loss: 0.0311767 | val_loss: 0.0311783 | Time: 1548.85 ms
[2021-12-26 20:37:09 main:574] : INFO : Epoch 1868 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 1574.74 ms
[2021-12-26 20:37:11 main:574] : INFO : Epoch 1869 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1551.25 ms
[2021-12-26 20:37:13 main:574] : INFO : Epoch 1870 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1581.53 ms
[2021-12-26 20:37:14 main:574] : INFO : Epoch 1871 | loss: 0.031172 | val_loss: 0.0311762 | Time: 1554.11 ms
[2021-12-26 20:37:16 main:574] : INFO : Epoch 1872 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 1551.67 ms
[2021-12-26 20:37:17 main:574] : INFO : Epoch 1873 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 1552.39 ms
[2021-12-26 20:37:19 main:574] : INFO : Epoch 1874 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 1550.25 ms
[2021-12-26 20:37:20 main:574] : INFO : Epoch 1875 | loss: 0.0311697 | val_loss: 0.0311821 | Time: 1595.13 ms
[2021-12-26 20:37:22 main:574] : INFO : Epoch 1876 | loss: 0.031165 | val_loss: 0.0311774 | Time: 1573 ms
[2021-12-26 20:37:24 main:574] : INFO : Epoch 1877 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1581.35 ms
[2021-12-26 20:37:25 main:574] : INFO : Epoch 1878 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1598.21 ms
[2021-12-26 20:37:27 main:574] : INFO : Epoch 1879 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 1566.6 ms
[2021-12-26 20:37:28 main:574] : INFO : Epoch 1880 | loss: 0.031162 | val_loss: 0.0311759 | Time: 1560.92 ms
[2021-12-26 20:37:30 main:574] : INFO : Epoch 1881 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 1659.9 ms
[2021-12-26 20:37:32 main:574] : INFO : Epoch 1882 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 1620.87 ms
[2021-12-26 20:37:33 main:574] : INFO : Epoch 1883 | loss: 0.031161 | val_loss: 0.0311788 | Time: 1592.26 ms
[2021-12-26 20:37:35 main:574] : INFO : Epoch 1884 | loss: 0.0311623 | val_loss: 0.0311806 | Time: 1607.99 ms
[2021-12-26 20:37:36 main:574] : INFO : Epoch 1885 | loss: 0.0311614 | val_loss: 0.0311726 | Time: 1556.96 ms
[2021-12-26 20:37:38 main:574] : INFO : Epoch 1886 | loss: 0.031158 | val_loss: 0.0311766 | Time: 1563.71 ms
[2021-12-26 20:37:39 main:574] : INFO : Epoch 1887 | loss: 0.03116 | val_loss: 0.0311744 | Time: 1569.46 ms
[2021-12-26 20:37:41 main:574] : INFO : Epoch 1888 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 1586.29 ms
[2021-12-26 20:37:43 main:574] : INFO : Epoch 1889 | loss: 0.0311589 | val_loss: 0.0311733 | Time: 1569.62 ms
[2021-12-26 20:37:44 main:574] : INFO : Epoch 1890 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 1625.05 ms
[2021-12-26 20:37:46 main:574] : INFO : Epoch 1891 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 1575.08 ms
[2021-12-26 20:37:47 main:574] : INFO : Epoch 1892 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 1562.42 ms
[2021-12-26 20:37:49 main:574] : INFO : Epoch 1893 | loss: 0.031162 | val_loss: 0.0311708 | Time: 1612.68 ms
[2021-12-26 20:37:51 main:574] : INFO : Epoch 1894 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1546.07 ms
[2021-12-26 20:37:52 main:574] : INFO : Epoch 1895 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1548.36 ms
[2021-12-26 20:37:54 main:574] : INFO : Epoch 1896 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 1568.15 ms
[2021-12-26 20:37:55 main:574] : INFO : Epoch 1897 | loss: 0.0311611 | val_loss: 0.0311763 | Time: 1555.62 ms
[2021-12-26 20:37:57 main:574] : INFO : Epoch 1898 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 1554.06 ms
[2021-12-26 20:37:58 main:574] : INFO : Epoch 1899 | loss: 0.0311577 | val_loss: 0.0311705 | Time: 1565.32 ms
[2021-12-26 20:38:00 main:574] : INFO : Epoch 1900 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 1554.77 ms
[2021-12-26 20:38:01 main:574] : INFO : Epoch 1901 | loss: 0.0311588 | val_loss: 0.0311759 | Time: 1555.78 ms
[2021-12-26 20:38:03 main:574] : INFO : Epoch 1902 | loss: 0.0311567 | val_loss: 0.0311723 | Time: 1561.72 ms
[2021-12-26 20:38:05 main:574] : INFO : Epoch 1903 | loss: 0.0311555 | val_loss: 0.0311727 | Time: 1563.41 ms
[2021-12-26 20:38:06 main:574] : INFO : Epoch 1904 | loss: 0.0311571 | val_loss: 0.031173 | Time: 1567.11 ms
[2021-12-26 20:38:08 main:574] : INFO : Epoch 1905 | loss: 0.0311562 | val_loss: 0.0311742 | Time: 1555.46 ms
[2021-12-26 20:38:09 main:574] : INFO : Epoch 1906 | loss: 0.0311579 | val_loss: 0.0311729 | Time: 1555.18 ms
[2021-12-26 20:38:11 main:574] : INFO : Epoch 1907 | loss: 0.0311589 | val_loss: 0.0311712 | Time: 1551.17 ms
[2021-12-26 20:38:12 main:574] : INFO : Epoch 1908 | loss: 0.0311565 | val_loss: 0.0311711 | Time: 1547.45 ms
[2021-12-26 20:38:14 main:574] : INFO : Epoch 1909 | loss: 0.0311578 | val_loss: 0.0311783 | Time: 1559.39 ms
[2021-12-26 20:38:16 main:574] : INFO : Epoch 1910 | loss: 0.0311582 | val_loss: 0.031179 | Time: 1559.12 ms
[2021-12-26 20:38:17 main:574] : INFO : Epoch 1911 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 1559.92 ms
[2021-12-26 20:38:19 main:574] : INFO : Epoch 1912 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 1550.34 ms
[2021-12-26 20:38:20 main:574] : INFO : Epoch 1913 | loss: 0.031157 | val_loss: 0.031173 | Time: 1545.56 ms
[2021-12-26 20:38:22 main:574] : INFO : Epoch 1914 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 1548.88 ms
[2021-12-26 20:38:23 main:574] : INFO : Epoch 1915 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 1564.87 ms
[2021-12-26 20:38:25 main:574] : INFO : Epoch 1916 | loss: 0.0311664 | val_loss: 0.0311712 | Time: 1585.19 ms
[2021-12-26 20:38:26 main:574] : INFO : Epoch 1917 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 1587.03 ms
[2021-12-26 20:38:28 main:574] : INFO : Epoch 1918 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 1593.39 ms
[2021-12-26 20:38:30 main:574] : INFO : Epoch 1919 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 1559.25 ms
[2021-12-26 20:38:31 main:574] : INFO : Epoch 1920 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 1567.44 ms
[2021-12-26 20:38:33 main:574] : INFO : Epoch 1921 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 1568.05 ms
[2021-12-26 20:38:34 main:574] : INFO : Epoch 1922 | loss: 0.0311578 | val_loss: 0.0311729 | Time: 1552.15 ms
[2021-12-26 20:38:36 main:574] : INFO : Epoch 1923 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1545.43 ms
[2021-12-26 20:38:37 main:574] : INFO : Epoch 1924 | loss: 0.0311591 | val_loss: 0.0311775 | Time: 1559.29 ms
[2021-12-26 20:38:39 main:574] : INFO : Epoch 1925 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 1563.29 ms
[2021-12-26 20:38:41 main:574] : INFO : Epoch 1926 | loss: 0.0311531 | val_loss: 0.03117 | Time: 1557.75 ms
[2021-12-26 20:38:42 main:574] : INFO : Epoch 1927 | loss: 0.0311514 | val_loss: 0.0311704 | Time: 1552.19 ms
[2021-12-26 20:38:44 main:574] : INFO : Epoch 1928 | loss: 0.0311519 | val_loss: 0.0311719 | Time: 1541.73 ms
[2021-12-26 20:38:45 main:574] : INFO : Epoch 1929 | loss: 0.0311553 | val_loss: 0.0311749 | Time: 1557.74 ms
[2021-12-26 20:38:47 main:574] : INFO : Epoch 1930 | loss: 0.0311556 | val_loss: 0.0311756 | Time: 1576.87 ms
[2021-12-26 20:38:48 main:574] : INFO : Epoch 1931 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 1547.38 ms
[2021-12-26 20:38:50 main:574] : INFO : Epoch 1932 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 1553.36 ms
[2021-12-26 20:38:51 main:574] : INFO : Epoch 1933 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 1554.45 ms
[2021-12-26 20:38:53 main:574] : INFO : Epoch 1934 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 1563.49 ms
[2021-12-26 20:38:55 main:574] : INFO : Epoch 1935 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1584.67 ms
[2021-12-26 20:38:56 main:574] : INFO : Epoch 1936 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 1553.93 ms
[2021-12-26 20:38:58 main:574] : INFO : Epoch 1937 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 1552.26 ms
[2021-12-26 20:38:59 main:574] : INFO : Epoch 1938 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 1560.97 ms
[2021-12-26 20:39:01 main:574] : INFO : Epoch 1939 | loss: 0.0311604 | val_loss: 0.0311791 | Time: 1556.04 ms
[2021-12-26 20:39:02 main:574] : INFO : Epoch 1940 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 1550.31 ms
[2021-12-26 20:39:04 main:574] : INFO : Epoch 1941 | loss: 0.0311567 | val_loss: 0.031174 | Time: 1557.64 ms
[2021-12-26 20:39:06 main:574] : INFO : Epoch 1942 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 1580.88 ms
[2021-12-26 20:39:07 main:574] : INFO : Epoch 1943 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 1552.42 ms
[2021-12-26 20:39:09 main:574] : INFO : Epoch 1944 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1541.28 ms
[2021-12-26 20:39:10 main:574] : INFO : Epoch 1945 | loss: 0.031156 | val_loss: 0.0311719 | Time: 1550.92 ms
[2021-12-26 20:39:12 main:574] : INFO : Epoch 1946 | loss: 0.0311602 | val_loss: 0.0311769 | Time: 1555.06 ms
[2021-12-26 20:39:13 main:574] : INFO : Epoch 1947 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 1556.17 ms
[2021-12-26 20:39:15 main:574] : INFO : Epoch 1948 | loss: 0.0311667 | val_loss: 0.0311697 | Time: 1551.16 ms
[2021-12-26 20:39:16 main:574] : INFO : Epoch 1949 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 1552.86 ms
[2021-12-26 20:39:18 main:574] : INFO : Epoch 1950 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 1546.19 ms
[2021-12-26 20:39:20 main:574] : INFO : Epoch 1951 | loss: 0.031161 | val_loss: 0.0311694 | Time: 1554.68 ms
[2021-12-26 20:39:21 main:574] : INFO : Epoch 1952 | loss: 0.0311594 | val_loss: 0.0311698 | Time: 1549.85 ms
[2021-12-26 20:39:23 main:574] : INFO : Epoch 1953 | loss: 0.0311555 | val_loss: 0.0311716 | Time: 1556.26 ms
[2021-12-26 20:39:24 main:574] : INFO : Epoch 1954 | loss: 0.0311577 | val_loss: 0.0311774 | Time: 1545.15 ms
[2021-12-26 20:39:26 main:574] : INFO : Epoch 1955 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 1563.11 ms
[2021-12-26 20:39:27 main:574] : INFO : Epoch 1956 | loss: 0.0311573 | val_loss: 0.0311769 | Time: 1612.59 ms
[2021-12-26 20:39:29 main:574] : INFO : Epoch 1957 | loss: 0.0311547 | val_loss: 0.0311809 | Time: 1590.74 ms
[2021-12-26 20:39:31 main:574] : INFO : Epoch 1958 | loss: 0.0311592 | val_loss: 0.0311775 | Time: 1566.52 ms
[2021-12-26 20:39:32 main:574] : INFO : Epoch 1959 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 1564.62 ms
[2021-12-26 20:39:34 main:574] : INFO : Epoch 1960 | loss: 0.0311528 | val_loss: 0.0311771 | Time: 1555.46 ms
[2021-12-26 20:39:35 main:574] : INFO : Epoch 1961 | loss: 0.031151 | val_loss: 0.0311722 | Time: 1571.59 ms
[2021-12-26 20:39:37 main:574] : INFO : Epoch 1962 | loss: 0.0311489 | val_loss: 0.0311716 | Time: 1588.25 ms
[2021-12-26 20:39:38 main:574] : INFO : Epoch 1963 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 1601.75 ms
[2021-12-26 20:39:40 main:574] : INFO : Epoch 1964 | loss: 0.0311553 | val_loss: 0.031173 | Time: 1555.15 ms
[2021-12-26 20:39:42 main:574] : INFO : Epoch 1965 | loss: 0.0311516 | val_loss: 0.031171 | Time: 1545.95 ms
[2021-12-26 20:39:43 main:574] : INFO : Epoch 1966 | loss: 0.0311497 | val_loss: 0.0311741 | Time: 1552.72 ms
[2021-12-26 20:39:45 main:574] : INFO : Epoch 1967 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 1561.98 ms
[2021-12-26 20:39:46 main:574] : INFO : Epoch 1968 | loss: 0.0311549 | val_loss: 0.0311801 | Time: 1573.63 ms
[2021-12-26 20:39:48 main:574] : INFO : Epoch 1969 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 1552.69 ms
[2021-12-26 20:39:49 main:574] : INFO : Epoch 1970 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1547.04 ms
[2021-12-26 20:39:51 main:574] : INFO : Epoch 1971 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 1554.53 ms
[2021-12-26 20:39:53 main:574] : INFO : Epoch 1972 | loss: 0.0311536 | val_loss: 0.0311763 | Time: 1559.78 ms
[2021-12-26 20:39:54 main:574] : INFO : Epoch 1973 | loss: 0.0311578 | val_loss: 0.031175 | Time: 1590.16 ms
[2021-12-26 20:39:56 main:574] : INFO : Epoch 1974 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 1562.81 ms
[2021-12-26 20:39:57 main:574] : INFO : Epoch 1975 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 1556.77 ms
[2021-12-26 20:39:59 main:574] : INFO : Epoch 1976 | loss: 0.0311551 | val_loss: 0.031173 | Time: 1549.66 ms
[2021-12-26 20:40:00 main:574] : INFO : Epoch 1977 | loss: 0.0311595 | val_loss: 0.0311762 | Time: 1555.93 ms
[2021-12-26 20:40:02 main:574] : INFO : Epoch 1978 | loss: 0.0311564 | val_loss: 0.0311736 | Time: 1550.24 ms
[2021-12-26 20:40:03 main:574] : INFO : Epoch 1979 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 1550.97 ms
[2021-12-26 20:40:05 main:574] : INFO : Epoch 1980 | loss: 0.0311551 | val_loss: 0.0311756 | Time: 1553.4 ms
[2021-12-26 20:40:07 main:574] : INFO : Epoch 1981 | loss: 0.0311526 | val_loss: 0.0311697 | Time: 1564.3 ms
[2021-12-26 20:40:08 main:574] : INFO : Epoch 1982 | loss: 0.0311498 | val_loss: 0.0311729 | Time: 1548.91 ms
[2021-12-26 20:40:10 main:574] : INFO : Epoch 1983 | loss: 0.0311616 | val_loss: 0.0311859 | Time: 1567.44 ms
[2021-12-26 20:40:11 main:574] : INFO : Epoch 1984 | loss: 0.0311833 | val_loss: 0.031185 | Time: 1554.56 ms
[2021-12-26 20:40:13 main:574] : INFO : Epoch 1985 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 1550.91 ms
[2021-12-26 20:40:14 main:574] : INFO : Epoch 1986 | loss: 0.031172 | val_loss: 0.0311787 | Time: 1557 ms
[2021-12-26 20:40:16 main:574] : INFO : Epoch 1987 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 1557.54 ms
[2021-12-26 20:40:17 main:574] : INFO : Epoch 1988 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 1561.46 ms
[2021-12-26 20:40:19 main:574] : INFO : Epoch 1989 | loss: 0.0311692 | val_loss: 0.0311718 | Time: 1555.26 ms
[2021-12-26 20:40:21 main:574] : INFO : Epoch 1990 | loss: 0.031166 | val_loss: 0.0311733 | Time: 1567.29 ms
[2021-12-26 20:40:22 main:574] : INFO : Epoch 1991 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1560.23 ms
[2021-12-26 20:40:24 main:574] : INFO : Epoch 1992 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 1560.56 ms
[2021-12-26 20:40:25 main:574] : INFO : Epoch 1993 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 1561.37 ms
[2021-12-26 20:40:27 main:574] : INFO : Epoch 1994 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1567.33 ms
[2021-12-26 20:40:28 main:574] : INFO : Epoch 1995 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 1555.45 ms
[2021-12-26 20:40:30 main:574] : INFO : Epoch 1996 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 1552.58 ms
[2021-12-26 20:40:32 main:574] : INFO : Epoch 1997 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 1547.02 ms
[2021-12-26 20:40:33 main:574] : INFO : Epoch 1998 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 1558.92 ms
[2021-12-26 20:40:35 main:574] : INFO : Epoch 1999 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 1560.1 ms
[2021-12-26 20:40:36 main:574] : INFO : Epoch 2000 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 1552.72 ms
[2021-12-26 20:40:38 main:574] : INFO : Epoch 2001 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 1561.21 ms
[2021-12-26 20:40:39 main:574] : INFO : Epoch 2002 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1558.06 ms
[2021-12-26 20:40:41 main:574] : INFO : Epoch 2003 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 1564.73 ms
[2021-12-26 20:40:42 main:574] : INFO : Epoch 2004 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 1556.2 ms
[2021-12-26 20:40:44 main:574] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 1555.74 ms
[2021-12-26 20:40:46 main:574] : INFO : Epoch 2006 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 1561.27 ms
[2021-12-26 20:40:47 main:574] : INFO : Epoch 2007 | loss: 0.0311603 | val_loss: 0.0311751 | Time: 1559.61 ms
[2021-12-26 20:40:49 main:574] : INFO : Epoch 2008 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 1557.01 ms
[2021-12-26 20:40:50 main:574] : INFO : Epoch 2009 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 1557.59 ms
[2021-12-26 20:40:52 main:574] : INFO : Epoch 2010 | loss: 0.0311595 | val_loss: 0.0311829 | Time: 1558.8 ms
[2021-12-26 20:40:53 main:574] : INFO : Epoch 2011 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 1550.95 ms
[2021-12-26 20:40:55 main:574] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1544.94 ms
[2021-12-26 20:40:57 main:574] : INFO : Epoch 2013 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1555.06 ms
[2021-12-26 20:40:58 main:574] : INFO : Epoch 2014 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 1561.67 ms
[2021-12-26 20:41:00 main:574] : INFO : Epoch 2015 | loss: 0.0311536 | val_loss: 0.0311673 | Time: 1562.55 ms
[2021-12-26 20:41:01 main:574] : INFO : Epoch 2016 | loss: 0.0311556 | val_loss: 0.0311733 | Time: 1558.01 ms
[2021-12-26 20:41:03 main:574] : INFO : Epoch 2017 | loss: 0.0311554 | val_loss: 0.0311696 | Time: 1557.44 ms
[2021-12-26 20:41:04 main:574] : INFO : Epoch 2018 | loss: 0.0311539 | val_loss: 0.0311667 | Time: 1555.86 ms
[2021-12-26 20:41:06 main:574] : INFO : Epoch 2019 | loss: 0.0311533 | val_loss: 0.0311699 | Time: 1569.01 ms
[2021-12-26 20:41:07 main:574] : INFO : Epoch 2020 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 1586.98 ms
[2021-12-26 20:41:09 main:574] : INFO : Epoch 2021 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 1571.79 ms
[2021-12-26 20:41:11 main:574] : INFO : Epoch 2022 | loss: 0.0311559 | val_loss: 0.0311727 | Time: 1561.78 ms
[2021-12-26 20:41:12 main:574] : INFO : Epoch 2023 | loss: 0.0311545 | val_loss: 0.03117 | Time: 1553.11 ms
[2021-12-26 20:41:14 main:574] : INFO : Epoch 2024 | loss: 0.031154 | val_loss: 0.0311675 | Time: 1559.01 ms
[2021-12-26 20:41:15 main:574] : INFO : Epoch 2025 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 1554.5 ms
[2021-12-26 20:41:17 main:574] : INFO : Epoch 2026 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 1548.69 ms
[2021-12-26 20:41:18 main:574] : INFO : Epoch 2027 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 1555.16 ms
[2021-12-26 20:41:20 main:574] : INFO : Epoch 2028 | loss: 0.031157 | val_loss: 0.031167 | Time: 1573.51 ms
[2021-12-26 20:41:22 main:574] : INFO : Epoch 2029 | loss: 0.0311578 | val_loss: 0.031166 | Time: 1555.96 ms
[2021-12-26 20:41:23 main:574] : INFO : Epoch 2030 | loss: 0.0311571 | val_loss: 0.0311747 | Time: 1561.52 ms
[2021-12-26 20:41:25 main:574] : INFO : Epoch 2031 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 1560 ms
[2021-12-26 20:41:26 main:574] : INFO : Epoch 2032 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 1572.39 ms
[2021-12-26 20:41:28 main:574] : INFO : Epoch 2033 | loss: 0.0311492 | val_loss: 0.031166 | Time: 1558.48 ms
[2021-12-26 20:41:29 main:574] : INFO : Epoch 2034 | loss: 0.0311493 | val_loss: 0.0311678 | Time: 1552.27 ms
[2021-12-26 20:41:31 main:574] : INFO : Epoch 2035 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 1562.98 ms
[2021-12-26 20:41:32 main:574] : INFO : Epoch 2036 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 1562 ms
[2021-12-26 20:41:34 main:574] : INFO : Epoch 2037 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 1558.38 ms
[2021-12-26 20:41:36 main:574] : INFO : Epoch 2038 | loss: 0.0311542 | val_loss: 0.0311676 | Time: 1554.22 ms
[2021-12-26 20:41:37 main:574] : INFO : Epoch 2039 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 1552.85 ms
[2021-12-26 20:41:39 main:574] : INFO : Epoch 2040 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 1543.78 ms
[2021-12-26 20:41:40 main:574] : INFO : Epoch 2041 | loss: 0.0311553 | val_loss: 0.0311685 | Time: 1548.67 ms
[2021-12-26 20:41:42 main:574] : INFO : Epoch 2042 | loss: 0.0311498 | val_loss: 0.0311729 | Time: 1548.44 ms
[2021-12-26 20:41:43 main:574] : INFO : Epoch 2043 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 1554.51 ms
[2021-12-26 20:41:45 main:574] : INFO : Epoch 2044 | loss: 0.0311504 | val_loss: 0.0311704 | Time: 1563.01 ms
[2021-12-26 20:41:46 main:574] : INFO : Epoch 2045 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 1561.43 ms
[2021-12-26 20:41:48 main:574] : INFO : Epoch 2046 | loss: 0.0311481 | val_loss: 0.031171 | Time: 1569.39 ms
[2021-12-26 20:41:50 main:574] : INFO : Epoch 2047 | loss: 0.0311474 | val_loss: 0.0311713 | Time: 1567.55 ms
[2021-12-26 20:41:51 main:574] : INFO : Epoch 2048 | loss: 0.0311502 | val_loss: 0.0311778 | Time: 1554.91 ms
[2021-12-26 20:41:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311778
[2021-12-26 20:41:51 main:603] : INFO : Saving end state to config to file
[2021-12-26 20:41:51 main:608] : INFO : Success, exiting..
20:41:51 (9252): 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)