Task 14622499
| Name | ParityModified-1647047381-18968-3-0_1 |
| Workunit | 11639500 |
| Created | 16 Apr 2022, 23:11:28 UTC |
| Sent | 16 Apr 2022, 23:11:51 UTC |
| Report deadline | 24 Apr 2022, 23:11:51 UTC |
| Received | 23 Apr 2022, 18:40:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 31 sec |
| CPU time | 47 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 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: 0.0311839 | val_loss: 0.0311814 | Time: 1386.55 ms
[2022-04-24 04:28:46 main:574] : INFO : Epoch 1543 | loss: 0.0311858 | val_loss: 0.031184 | Time: 1404.52 ms
[2022-04-24 04:28:47 main:574] : INFO : Epoch 1544 | loss: 0.031185 | val_loss: 0.0311834 | Time: 1414.85 ms
[2022-04-24 04:28:48 main:574] : INFO : Epoch 1545 | loss: 0.0311844 | val_loss: 0.0311835 | Time: 1399.84 ms
[2022-04-24 04:28:50 main:574] : INFO : Epoch 1546 | loss: 0.0311836 | val_loss: 0.0311829 | Time: 1423.43 ms
[2022-04-24 04:28:51 main:574] : INFO : Epoch 1547 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 1410.12 ms
[2022-04-24 04:28:53 main:574] : INFO : Epoch 1548 | loss: 0.0311842 | val_loss: 0.031182 | Time: 1404.15 ms
[2022-04-24 04:28:54 main:574] : INFO : Epoch 1549 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1415.81 ms
[2022-04-24 04:28:56 main:574] : INFO : Epoch 1550 | loss: 0.0311835 | val_loss: 0.0311822 | Time: 1401.47 ms
[2022-04-24 04:28:57 main:574] : INFO : Epoch 1551 | loss: 0.0311827 | val_loss: 0.031181 | Time: 1386.66 ms
[2022-04-24 04:28:58 main:574] : INFO : Epoch 1552 | loss: 0.0311823 | val_loss: 0.0311825 | Time: 1427.21 ms
[2022-04-24 04:29:00 main:574] : INFO : Epoch 1553 | loss: 0.0311827 | val_loss: 0.0311809 | Time: 1390.96 ms
[2022-04-24 04:29:01 main:574] : INFO : Epoch 1554 | loss: 0.031182 | val_loss: 0.0311807 | Time: 1375.51 ms
[2022-04-24 04:29:03 main:574] : INFO : Epoch 1555 | loss: 0.0311823 | val_loss: 0.0311809 | Time: 1368.77 ms
[2022-04-24 04:29:04 main:574] : INFO : Epoch 1556 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 1380.1 ms
[2022-04-24 04:29:05 main:574] : INFO : Epoch 1557 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 1373.91 ms
[2022-04-24 04:29:07 main:574] : INFO : Epoch 1558 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1410.05 ms
[2022-04-24 04:29:08 main:574] : INFO : Epoch 1559 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 1421.42 ms
[2022-04-24 04:29:10 main:574] : INFO : Epoch 1560 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 1420.41 ms
[2022-04-24 04:29:11 main:574] : INFO : Epoch 1561 | loss: 0.0311842 | val_loss: 0.0311827 | Time: 1413.91 ms
[2022-04-24 04:29:12 main:574] : INFO : Epoch 1562 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 1401.53 ms
[2022-04-24 04:29:14 main:574] : INFO : Epoch 1563 | loss: 0.0311819 | val_loss: 0.0311805 | Time: 1393.25 ms
[2022-04-24 04:29:15 main:574] : INFO : Epoch 1564 | loss: 0.0311819 | val_loss: 0.0311822 | Time: 1383.87 ms
[2022-04-24 04:29:17 main:574] : INFO : Epoch 1565 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 1418.03 ms
[2022-04-24 04:29:18 main:574] : INFO : Epoch 1566 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 1410.65 ms
[2022-04-24 04:29:19 main:574] : INFO : Epoch 1567 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 1376.53 ms
[2022-04-24 04:29:21 main:574] : INFO : Epoch 1568 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 1393.7 ms
[2022-04-24 04:29:22 main:574] : INFO : Epoch 1569 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 1433.89 ms
[2022-04-24 04:29:24 main:574] : INFO : Epoch 1570 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 1432.22 ms
[2022-04-24 04:29:25 main:574] : INFO : Epoch 1571 | loss: 0.0311813 | val_loss: 0.0311805 | Time: 1371.77 ms
[2022-04-24 04:29:27 main:574] : INFO : Epoch 1572 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 1409.11 ms
[2022-04-24 04:29:28 main:574] : INFO : Epoch 1573 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 1375.22 ms
[2022-04-24 04:29:29 main:574] : INFO : Epoch 1574 | loss: 0.0311809 | val_loss: 0.031182 | Time: 1387.08 ms
[2022-04-24 04:29:31 main:574] : INFO : Epoch 1575 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 1378.93 ms
[2022-04-24 04:29:32 main:574] : INFO : Epoch 1576 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 1401.78 ms
[2022-04-24 04:29:34 main:574] : INFO : Epoch 1577 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1434.97 ms
[2022-04-24 04:29:35 main:574] : INFO : Epoch 1578 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 1436.71 ms
[2022-04-24 04:29:36 main:574] : INFO : Epoch 1579 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 1391.76 ms
[2022-04-24 04:29:38 main:574] : INFO : Epoch 1580 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 1437.55 ms
[2022-04-24 04:29:39 main:574] : INFO : Epoch 1581 | loss: 0.0311807 | val_loss: 0.0311805 | Time: 1386.63 ms
[2022-04-24 04:29:41 main:574] : INFO : Epoch 1582 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 1422.89 ms
[2022-04-24 04:29:42 main:574] : INFO : Epoch 1583 | loss: 0.0311824 | val_loss: 0.0311837 | Time: 1463.67 ms
[2022-04-24 04:29:44 main:574] : INFO : Epoch 1584 | loss: 0.0311827 | val_loss: 0.0311803 | Time: 1399.34 ms
[2022-04-24 04:29:45 main:574] : INFO : Epoch 1585 | loss: 0.031183 | val_loss: 0.0311827 | Time: 1380.25 ms
[2022-04-24 04:29:46 main:574] : INFO : Epoch 1586 | loss: 0.031182 | val_loss: 0.0311799 | Time: 1391.02 ms
[2022-04-24 04:29:48 main:574] : INFO : Epoch 1587 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 1422.82 ms
[2022-04-24 04:29:49 main:574] : INFO : Epoch 1588 | loss: 0.0311827 | val_loss: 0.03118 | Time: 1466.24 ms
[2022-04-24 04:29:51 main:574] : INFO : Epoch 1589 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 1486.59 ms
[2022-04-24 04:29:52 main:574] : INFO : Epoch 1590 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 1372.88 ms
[2022-04-24 04:29:54 main:574] : INFO : Epoch 1591 | loss: 0.0311814 | val_loss: 0.0311897 | Time: 1406.06 ms
[2022-04-24 04:29:55 main:574] : INFO : Epoch 1592 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 1390.33 ms
[2022-04-24 04:29:56 main:574] : INFO : Epoch 1593 | loss: 0.031201 | val_loss: 0.0312015 | Time: 1427.78 ms
[2022-04-24 04:29:58 main:574] : INFO : Epoch 1594 | loss: 0.0311985 | val_loss: 0.0312005 | Time: 1379.08 ms
[2022-04-24 04:29:59 main:574] : INFO : Epoch 1595 | loss: 0.0311972 | val_loss: 0.0311994 | Time: 1398.44 ms
[2022-04-24 04:30:01 main:574] : INFO : Epoch 1596 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1392.04 ms
[2022-04-24 04:30:02 main:574] : INFO : Epoch 1597 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 1405.14 ms
[2022-04-24 04:30:03 main:574] : INFO : Epoch 1598 | loss: 0.0311956 | val_loss: 0.0311962 | Time: 1390.86 ms
[2022-04-24 04:30:05 main:574] : INFO : Epoch 1599 | loss: 0.0311948 | val_loss: 0.031197 | Time: 1368.65 ms
[2022-04-24 04:30:06 main:574] : INFO : Epoch 1600 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1444.91 ms
[2022-04-24 04:30:08 main:574] : INFO : Epoch 1601 | loss: 0.0311946 | val_loss: 0.0311975 | Time: 1400.28 ms
[2022-04-24 04:30:09 main:574] : INFO : Epoch 1602 | loss: 0.0311939 | val_loss: 0.0311938 | Time: 1393.93 ms
[2022-04-24 04:30:11 main:574] : INFO : Epoch 1603 | loss: 0.0311928 | val_loss: 0.0311936 | Time: 1419.2 ms
[2022-04-24 04:30:12 main:574] : INFO : Epoch 1604 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 1392.38 ms
[2022-04-24 04:30:13 main:574] : INFO : Epoch 1605 | loss: 0.0311916 | val_loss: 0.0311921 | Time: 1385.04 ms
[2022-04-24 04:30:15 main:574] : INFO : Epoch 1606 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 1408.11 ms
[2022-04-24 04:30:16 main:574] : INFO : Epoch 1607 | loss: 0.0311924 | val_loss: 0.0311979 | Time: 1427.46 ms
[2022-04-24 04:30:18 main:574] : INFO : Epoch 1608 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 1403.35 ms
[2022-04-24 04:30:19 main:574] : INFO : Epoch 1609 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1409.88 ms
[2022-04-24 04:30:20 main:574] : INFO : Epoch 1610 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 1400.35 ms
[2022-04-24 04:30:22 main:574] : INFO : Epoch 1611 | loss: 0.0311884 | val_loss: 0.0311901 | Time: 1361.31 ms
[2022-04-24 04:30:23 main:574] : INFO : Epoch 1612 | loss: 0.0311882 | val_loss: 0.0311892 | Time: 1399.15 ms
[2022-04-24 04:30:25 main:574] : INFO : Epoch 1613 | loss: 0.0311878 | val_loss: 0.0311887 | Time: 1430.86 ms
[2022-04-24 04:30:26 main:574] : INFO : Epoch 1614 | loss: 0.031187 | val_loss: 0.0311888 | Time: 1476.96 ms
[2022-04-24 04:30:28 main:574] : INFO : Epoch 1615 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 1430.74 ms
[2022-04-24 04:30:29 main:574] : INFO : Epoch 1616 | loss: 0.0311888 | val_loss: 0.0311899 | Time: 1421.02 ms
[2022-04-24 04:30:30 main:574] : INFO : Epoch 1617 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 1409.52 ms
[2022-04-24 04:30:32 main:574] : INFO : Epoch 1618 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 1428.86 ms
[2022-04-24 04:30:33 main:574] : INFO : Epoch 1619 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 1379.27 ms
[2022-04-24 04:30:35 main:574] : INFO : Epoch 1620 | loss: 0.031187 | val_loss: 0.0311884 | Time: 1406.98 ms
[2022-04-24 04:30:36 main:574] : INFO : Epoch 1621 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 1397.03 ms
[2022-04-24 04:30:37 main:574] : INFO : Epoch 1622 | loss: 0.0311855 | val_loss: 0.0311881 | Time: 1415.32 ms
[2022-04-24 04:30:39 main:574] : INFO : Epoch 1623 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 1414.04 ms
[2022-04-24 04:30:40 main:574] : INFO : Epoch 1624 | loss: 0.0311859 | val_loss: 0.0311885 | Time: 1405.29 ms
[2022-04-24 04:30:42 main:574] : INFO : Epoch 1625 | loss: 0.0311847 | val_loss: 0.0311885 | Time: 1443.07 ms
[2022-04-24 04:30:43 main:574] : INFO : Epoch 1626 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 1455.53 ms
[2022-04-24 04:30:45 main:574] : INFO : Epoch 1627 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 1407.56 ms
[2022-04-24 04:30:46 main:574] : INFO : Epoch 1628 | loss: 0.031183 | val_loss: 0.0311844 | Time: 1389.46 ms
[2022-04-24 04:30:47 main:574] : INFO : Epoch 1629 | loss: 0.0311834 | val_loss: 0.0311826 | Time: 1384.63 ms
[2022-04-24 04:30:49 main:574] : INFO : Epoch 1630 | loss: 0.031185 | val_loss: 0.0311848 | Time: 1382.23 ms
[2022-04-24 04:30:50 main:574] : INFO : Epoch 1631 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 1433.49 ms
[2022-04-24 04:30:52 main:574] : INFO : Epoch 1632 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1393.6 ms
[2022-04-24 04:30:53 main:574] : INFO : Epoch 1633 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 1392.77 ms
[2022-04-24 04:30:54 main:574] : INFO : Epoch 1634 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 1379.3 ms
[2022-04-24 04:30:56 main:574] : INFO : Epoch 1635 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 1382.57 ms
[2022-04-24 04:30:57 main:574] : INFO : Epoch 1636 | loss: 0.0311802 | val_loss: 0.031181 | Time: 1387.91 ms
[2022-04-24 04:30:59 main:574] : INFO : Epoch 1637 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1409.64 ms
[2022-04-24 04:31:00 main:574] : INFO : Epoch 1638 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 1378.55 ms
[2022-04-24 04:31:01 main:574] : INFO : Epoch 1639 | loss: 0.03118 | val_loss: 0.0311829 | Time: 1379.56 ms
[2022-04-24 04:31:03 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311825 | Time: 1420.62 ms
[2022-04-24 04:31:04 main:574] : INFO : Epoch 1641 | loss: 0.031179 | val_loss: 0.031181 | Time: 1382.88 ms
[2022-04-24 04:31:06 main:574] : INFO : Epoch 1642 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 1398.54 ms
[2022-04-24 04:31:07 main:574] : INFO : Epoch 1643 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 1403.41 ms
[2022-04-24 04:31:09 main:574] : INFO : Epoch 1644 | loss: 0.0311776 | val_loss: 0.0311811 | Time: 1411.04 ms
[2022-04-24 04:31:10 main:574] : INFO : Epoch 1645 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 1415.99 ms
[2022-04-24 04:31:11 main:574] : INFO : Epoch 1646 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 1396.17 ms
[2022-04-24 04:31:13 main:574] : INFO : Epoch 1647 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 1399.69 ms
[2022-04-24 04:31:14 main:574] : INFO : Epoch 1648 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 1429.63 ms
[2022-04-24 04:31:16 main:574] : INFO : Epoch 1649 | loss: 0.0311797 | val_loss: 0.031183 | Time: 1394.65 ms
[2022-04-24 04:31:17 main:574] : INFO : Epoch 1650 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 1469.18 ms
[2022-04-24 04:31:19 main:574] : INFO : Epoch 1651 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 1419.08 ms
[2022-04-24 04:31:20 main:574] : INFO : Epoch 1652 | loss: 0.0311787 | val_loss: 0.0311793 | Time: 1410.88 ms
[2022-04-24 04:31:21 main:574] : INFO : Epoch 1653 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 1402.63 ms
[2022-04-24 04:31:23 main:574] : INFO : Epoch 1654 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 1382.06 ms
[2022-04-24 04:31:24 main:574] : INFO : Epoch 1655 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 1379.59 ms
[2022-04-24 04:31:26 main:574] : INFO : Epoch 1656 | loss: 0.0311768 | val_loss: 0.031179 | Time: 1430.67 ms
[2022-04-24 04:31:27 main:574] : INFO : Epoch 1657 | loss: 0.0311777 | val_loss: 0.031179 | Time: 1409.07 ms
[2022-04-24 04:31:28 main:574] : INFO : Epoch 1658 | loss: 0.03118 | val_loss: 0.0311827 | Time: 1418.11 ms
[2022-04-24 04:31:30 main:574] : INFO : Epoch 1659 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1403.31 ms
[2022-04-24 04:31:31 main:574] : INFO : Epoch 1660 | loss: 0.031178 | val_loss: 0.031183 | Time: 1418.76 ms
[2022-04-24 04:31:33 main:574] : INFO : Epoch 1661 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1412.84 ms
[2022-04-24 04:31:34 main:574] : INFO : Epoch 1662 | loss: 0.031177 | val_loss: 0.0311797 | Time: 1406.68 ms
[2022-04-24 04:31:35 main:574] : INFO : Epoch 1663 | loss: 0.031177 | val_loss: 0.0311793 | Time: 1391.49 ms
[2022-04-24 04:31:37 main:574] : INFO : Epoch 1664 | loss: 0.0311754 | val_loss: 0.031178 | Time: 1385.77 ms
[2022-04-24 04:31:38 main:574] : INFO : Epoch 1665 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 1413.52 ms
[2022-04-24 04:31:40 main:574] : INFO : Epoch 1666 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 1367.71 ms
[2022-04-24 04:31:41 main:574] : INFO : Epoch 1667 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1377.69 ms
[2022-04-24 04:31:43 main:574] : INFO : Epoch 1668 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 1421.81 ms
[2022-04-24 04:31:44 main:574] : INFO : Epoch 1669 | loss: 0.0311764 | val_loss: 0.03118 | Time: 1411.18 ms
[2022-04-24 04:31:45 main:574] : INFO : Epoch 1670 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 1390.9 ms
[2022-04-24 04:31:47 main:574] : INFO : Epoch 1671 | loss: 0.0311761 | val_loss: 0.031181 | Time: 1416.96 ms
[2022-04-24 04:31:48 main:574] : INFO : Epoch 1672 | loss: 0.031176 | val_loss: 0.0311793 | Time: 1400.7 ms
[2022-04-24 04:31:50 main:574] : INFO : Epoch 1673 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1420.13 ms
[2022-04-24 04:31:51 main:574] : INFO : Epoch 1674 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1412.1 ms
[2022-04-24 04:31:52 main:574] : INFO : Epoch 1675 | loss: 0.0311795 | val_loss: 0.031182 | Time: 1397.15 ms
[2022-04-24 04:31:54 main:574] : INFO : Epoch 1676 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 1408.43 ms
[2022-04-24 04:31:55 main:574] : INFO : Epoch 1677 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 1420.29 ms
[2022-04-24 04:31:57 main:574] : INFO : Epoch 1678 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1394.47 ms
[2022-04-24 04:31:58 main:574] : INFO : Epoch 1679 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1392.76 ms
[2022-04-24 04:31:59 main:574] : INFO : Epoch 1680 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1408.88 ms
[2022-04-24 04:32:01 main:574] : INFO : Epoch 1681 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 1413.9 ms
[2022-04-24 04:32:02 main:574] : INFO : Epoch 1682 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 1423.45 ms
[2022-04-24 04:32:04 main:574] : INFO : Epoch 1683 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 1407.99 ms
[2022-04-24 04:32:05 main:574] : INFO : Epoch 1684 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 1398.73 ms
[2022-04-24 04:32:07 main:574] : INFO : Epoch 1685 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 1416.03 ms
[2022-04-24 04:32:08 main:574] : INFO : Epoch 1686 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1393.74 ms
[2022-04-24 04:32:09 main:574] : INFO : Epoch 1687 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 1389.26 ms
[2022-04-24 04:32:11 main:574] : INFO : Epoch 1688 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1399.25 ms
[2022-04-24 04:32:12 main:574] : INFO : Epoch 1689 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 1422.83 ms
[2022-04-24 04:32:14 main:574] : INFO : Epoch 1690 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 1394.83 ms
[2022-04-24 04:32:15 main:574] : INFO : Epoch 1691 | loss: 0.031176 | val_loss: 0.0311808 | Time: 1423.32 ms
[2022-04-24 04:32:16 main:574] : INFO : Epoch 1692 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 1378.47 ms
[2022-04-24 04:32:18 main:574] : INFO : Epoch 1693 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 1408.96 ms
[2022-04-24 04:32:19 main:574] : INFO : Epoch 1694 | loss: 0.031174 | val_loss: 0.0311801 | Time: 1398.77 ms
[2022-04-24 04:32:21 main:574] : INFO : Epoch 1695 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 1405.85 ms
[2022-04-24 04:32:22 main:574] : INFO : Epoch 1696 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1400.27 ms
[2022-04-24 04:32:24 main:574] : INFO : Epoch 1697 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1391.47 ms
[2022-04-24 04:32:25 main:574] : INFO : Epoch 1698 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 1395.26 ms
[2022-04-24 04:32:26 main:574] : INFO : Epoch 1699 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1419.04 ms
[2022-04-24 04:32:28 main:574] : INFO : Epoch 1700 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 1415.28 ms
[2022-04-24 04:32:29 main:574] : INFO : Epoch 1701 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1420.85 ms
[2022-04-24 04:32:31 main:574] : INFO : Epoch 1702 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1422.13 ms
[2022-04-24 04:32:32 main:574] : INFO : Epoch 1703 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 1418.13 ms
[2022-04-24 04:32:33 main:574] : INFO : Epoch 1704 | loss: 0.0311743 | val_loss: 0.0311794 | Time: 1420.2 ms
[2022-04-24 04:32:35 main:574] : INFO : Epoch 1705 | loss: 0.0311732 | val_loss: 0.031179 | Time: 1384.04 ms
[2022-04-24 04:32:36 main:574] : INFO : Epoch 1706 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 1403.39 ms
[2022-04-24 04:32:38 main:574] : INFO : Epoch 1707 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 1364.94 ms
[2022-04-24 04:32:39 main:574] : INFO : Epoch 1708 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 1398.83 ms
[2022-04-24 04:32:41 main:574] : INFO : Epoch 1709 | loss: 0.0311747 | val_loss: 0.0311794 | Time: 1456.31 ms
[2022-04-24 04:32:42 main:574] : INFO : Epoch 1710 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 1474.69 ms
[2022-04-24 04:32:44 main:574] : INFO : Epoch 1711 | loss: 0.0311728 | val_loss: 0.031182 | Time: 1449.73 ms
[2022-04-24 04:32:45 main:574] : INFO : Epoch 1712 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 1396.98 ms
[2022-04-24 04:32:46 main:574] : INFO : Epoch 1713 | loss: 0.0311745 | val_loss: 0.0311835 | Time: 1402.89 ms
[2022-04-24 04:32:48 main:574] : INFO : Epoch 1714 | loss: 0.031177 | val_loss: 0.0311813 | Time: 1408.11 ms
[2022-04-24 04:32:49 main:574] : INFO : Epoch 1715 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 1409.45 ms
[2022-04-24 04:32:51 main:574] : INFO : Epoch 1716 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 1428.66 ms
[2022-04-24 04:32:52 main:574] : INFO : Epoch 1717 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 1424.74 ms
[2022-04-24 04:32:53 main:574] : INFO : Epoch 1718 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 1377.21 ms
[2022-04-24 04:32:55 main:574] : INFO : Epoch 1719 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1418.35 ms
[2022-04-24 04:32:56 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 1398.08 ms
[2022-04-24 04:32:58 main:574] : INFO : Epoch 1721 | loss: 0.031172 | val_loss: 0.0311777 | Time: 1383.95 ms
[2022-04-24 04:32:59 main:574] : INFO : Epoch 1722 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 1392.48 ms
[2022-04-24 04:33:00 main:574] : INFO : Epoch 1723 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1412.43 ms
[2022-04-24 04:33:02 main:574] : INFO : Epoch 1724 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 1387.78 ms
[2022-04-24 04:33:03 main:574] : INFO : Epoch 1725 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 1397.45 ms
[2022-04-24 04:33:05 main:574] : INFO : Epoch 1726 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 1440.19 ms
[2022-04-24 04:33:06 main:574] : INFO : Epoch 1727 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 1418.28 ms
[2022-04-24 04:33:08 main:574] : INFO : Epoch 1728 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1408.28 ms
[2022-04-24 04:33:09 main:574] : INFO : Epoch 1729 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1364.09 ms
[2022-04-24 04:33:10 main:574] : INFO : Epoch 1730 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 1425.32 ms
[2022-04-24 04:33:12 main:574] : INFO : Epoch 1731 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1412.34 ms
[2022-04-24 04:33:13 main:574] : INFO : Epoch 1732 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 1375.19 ms
[2022-04-24 04:33:15 main:574] : INFO : Epoch 1733 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 1417.91 ms
[2022-04-24 04:33:16 main:574] : INFO : Epoch 1734 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 1390.82 ms
[2022-04-24 04:33:17 main:574] : INFO : Epoch 1735 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 1370.28 ms
[2022-04-24 04:33:19 main:574] : INFO : Epoch 1736 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 1413.79 ms
[2022-04-24 04:33:20 main:574] : INFO : Epoch 1737 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1401.08 ms
[2022-04-24 04:33:22 main:574] : INFO : Epoch 1738 | loss: 0.0311723 | val_loss: 0.031182 | Time: 1404.62 ms
[2022-04-24 04:33:23 main:574] : INFO : Epoch 1739 | loss: 0.0311712 | val_loss: 0.0311807 | Time: 1431.87 ms
[2022-04-24 04:33:25 main:574] : INFO : Epoch 1740 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 1394.35 ms
[2022-04-24 04:33:26 main:574] : INFO : Epoch 1741 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 1416.09 ms
[2022-04-24 04:33:27 main:574] : INFO : Epoch 1742 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1408.19 ms
[2022-04-24 04:33:29 main:574] : INFO : Epoch 1743 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1375.99 ms
[2022-04-24 04:33:30 main:574] : INFO : Epoch 1744 | loss: 0.031175 | val_loss: 0.0311825 | Time: 1374.71 ms
[2022-04-24 04:33:32 main:574] : INFO : Epoch 1745 | loss: 0.0311733 | val_loss: 0.0311784 | Time: 1388.4 ms
[2022-04-24 04:33:33 main:574] : INFO : Epoch 1746 | loss: 0.0311732 | val_loss: 0.031178 | Time: 1412.63 ms
[2022-04-24 04:33:34 main:574] : INFO : Epoch 1747 | loss: 0.0311717 | val_loss: 0.0311785 | Time: 1423.21 ms
[2022-04-24 04:33:36 main:574] : INFO : Epoch 1748 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1440.13 ms
[2022-04-24 04:33:37 main:574] : INFO : Epoch 1749 | loss: 0.031171 | val_loss: 0.0311788 | Time: 1437.88 ms
[2022-04-24 04:33:39 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1388.81 ms
[2022-04-24 04:33:40 main:574] : INFO : Epoch 1751 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 1396.62 ms
[2022-04-24 04:33:42 main:574] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 1417.86 ms
[2022-04-24 04:33:43 main:574] : INFO : Epoch 1753 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 1435.73 ms
[2022-04-24 04:33:44 main:574] : INFO : Epoch 1754 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 1410.7 ms
[2022-04-24 04:33:46 main:574] : INFO : Epoch 1755 | loss: 0.0311701 | val_loss: 0.0311788 | Time: 1382.39 ms
[2022-04-24 04:33:47 main:574] : INFO : Epoch 1756 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 1413.59 ms
[2022-04-24 04:33:49 main:574] : INFO : Epoch 1757 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1413.04 ms
[2022-04-24 04:33:50 main:574] : INFO : Epoch 1758 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 1391.59 ms
[2022-04-24 04:33:51 main:574] : INFO : Epoch 1759 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1402.53 ms
[2022-04-24 04:33:53 main:574] : INFO : Epoch 1760 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 1398.13 ms
[2022-04-24 04:33:54 main:574] : INFO : Epoch 1761 | loss: 0.0311715 | val_loss: 0.0311789 | Time: 1380.18 ms
[2022-04-24 04:33:56 main:574] : INFO : Epoch 1762 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1419.74 ms
[2022-04-24 04:33:57 main:574] : INFO : Epoch 1763 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1389.24 ms
[2022-04-24 04:33:59 main:574] : INFO : Epoch 1764 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 1412.48 ms
[2022-04-24 04:34:00 main:574] : INFO : Epoch 1765 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1401.25 ms
[2022-04-24 04:34:01 main:574] : INFO : Epoch 1766 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 1429.41 ms
[2022-04-24 04:34:03 main:574] : INFO : Epoch 1767 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1419.43 ms
[2022-04-24 04:34:04 main:574] : INFO : Epoch 1768 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 1410.66 ms
[2022-04-24 04:34:06 main:574] : INFO : Epoch 1769 | loss: 0.031171 | val_loss: 0.0311792 | Time: 1387.64 ms
[2022-04-24 04:34:07 main:574] : INFO : Epoch 1770 | loss: 0.0311713 | val_loss: 0.03118 | Time: 1410.48 ms
[2022-04-24 04:34:08 main:574] : INFO : Epoch 1771 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 1377.76 ms
[2022-04-24 04:34:10 main:574] : INFO : Epoch 1772 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1383.72 ms
[2022-04-24 04:34:11 main:574] : INFO : Epoch 1773 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 1397.55 ms
[2022-04-24 04:34:13 main:574] : INFO : Epoch 1774 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 1392.77 ms
[2022-04-24 04:34:14 main:574] : INFO : Epoch 1775 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 1412.59 ms
[2022-04-24 04:34:16 main:574] : INFO : Epoch 1776 | loss: 0.0311731 | val_loss: 0.0311907 | Time: 1428.55 ms
[2022-04-24 04:34:17 main:574] : INFO : Epoch 1777 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1426.44 ms
[2022-04-24 04:34:18 main:574] : INFO : Epoch 1778 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 1425.61 ms
[2022-04-24 04:34:20 main:574] : INFO : Epoch 1779 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 1430.53 ms
[2022-04-24 04:34:21 main:574] : INFO : Epoch 1780 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 1375.97 ms
[2022-04-24 04:34:23 main:574] : INFO : Epoch 1781 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 1435.17 ms
[2022-04-24 04:34:24 main:574] : INFO : Epoch 1782 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 1405.73 ms
[2022-04-24 04:34:26 main:574] : INFO : Epoch 1783 | loss: 0.0311731 | val_loss: 0.0311795 | Time: 1424.46 ms
[2022-04-24 04:34:27 main:574] : INFO : Epoch 1784 | loss: 0.0311721 | val_loss: 0.0311855 | Time: 1412.69 ms
[2022-04-24 04:34:28 main:574] : INFO : Epoch 1785 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1410.09 ms
[2022-04-24 04:34:30 main:574] : INFO : Epoch 1786 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 1374.56 ms
[2022-04-24 04:34:31 main:574] : INFO : Epoch 1787 | loss: 0.0311725 | val_loss: 0.03118 | Time: 1407.47 ms
[2022-04-24 04:34:33 main:574] : INFO : Epoch 1788 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 1411.51 ms
[2022-04-24 04:34:34 main:574] : INFO : Epoch 1789 | loss: 0.031172 | val_loss: 0.0311812 | Time: 1394.17 ms
[2022-04-24 04:34:35 main:574] : INFO : Epoch 1790 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 1395.23 ms
[2022-04-24 04:34:37 main:574] : INFO : Epoch 1791 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 1451.66 ms
[2022-04-24 04:34:38 main:574] : INFO : Epoch 1792 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 1404.19 ms
[2022-04-24 04:34:40 main:574] : INFO : Epoch 1793 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 1385.31 ms
[2022-04-24 04:34:41 main:574] : INFO : Epoch 1794 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1388.69 ms
[2022-04-24 04:34:43 main:574] : INFO : Epoch 1795 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 1436.66 ms
[2022-04-24 04:34:44 main:574] : INFO : Epoch 1796 | loss: 0.0311742 | val_loss: 0.03118 | Time: 1413.88 ms
[2022-04-24 04:34:45 main:574] : INFO : Epoch 1797 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 1402.82 ms
[2022-04-24 04:34:47 main:574] : INFO : Epoch 1798 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1412.99 ms
[2022-04-24 04:34:48 main:574] : INFO : Epoch 1799 | loss: 0.0311749 | val_loss: 0.0311816 | Time: 1419.39 ms
[2022-04-24 04:34:50 main:574] : INFO : Epoch 1800 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 1413.82 ms
[2022-04-24 04:34:51 main:574] : INFO : Epoch 1801 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 1475.33 ms
[2022-04-24 04:34:53 main:574] : INFO : Epoch 1802 | loss: 0.031175 | val_loss: 0.0311815 | Time: 1385.29 ms
[2022-04-24 04:34:54 main:574] : INFO : Epoch 1803 | loss: 0.0311742 | val_loss: 0.031179 | Time: 1397.63 ms
[2022-04-24 04:34:55 main:574] : INFO : Epoch 1804 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 1397.62 ms
[2022-04-24 04:34:57 main:574] : INFO : Epoch 1805 | loss: 0.0311738 | val_loss: 0.031179 | Time: 1425.07 ms
[2022-04-24 04:34:58 main:574] : INFO : Epoch 1806 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 1395.61 ms
[2022-04-24 04:35:00 main:574] : INFO : Epoch 1807 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 1435.5 ms
[2022-04-24 04:35:01 main:574] : INFO : Epoch 1808 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 1400.38 ms
[2022-04-24 04:35:03 main:574] : INFO : Epoch 1809 | loss: 0.0311839 | val_loss: 0.0311823 | Time: 1435.25 ms
[2022-04-24 04:35:04 main:574] : INFO : Epoch 1810 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 1380.28 ms
[2022-04-24 04:35:05 main:574] : INFO : Epoch 1811 | loss: 0.0311828 | val_loss: 0.0311933 | Time: 1389.42 ms
[2022-04-24 04:35:07 main:574] : INFO : Epoch 1812 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 1411.58 ms
[2022-04-24 04:35:08 main:574] : INFO : Epoch 1813 | loss: 0.0311833 | val_loss: 0.03118 | Time: 1421.92 ms
[2022-04-24 04:35:10 main:574] : INFO : Epoch 1814 | loss: 0.0311821 | val_loss: 0.0311848 | Time: 1408.53 ms
[2022-04-24 04:35:11 main:574] : INFO : Epoch 1815 | loss: 0.0311815 | val_loss: 0.0311795 | Time: 1370.67 ms
[2022-04-24 04:35:12 main:574] : INFO : Epoch 1816 | loss: 0.031178 | val_loss: 0.0311784 | Time: 1400.63 ms
[2022-04-24 04:35:14 main:574] : INFO : Epoch 1817 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 1398.13 ms
[2022-04-24 04:35:15 main:574] : INFO : Epoch 1818 | loss: 0.031177 | val_loss: 0.031179 | Time: 1369.44 ms
[2022-04-24 04:35:17 main:574] : INFO : Epoch 1819 | loss: 0.0311781 | val_loss: 0.0311821 | Time: 1414.62 ms
[2022-04-24 04:35:18 main:574] : INFO : Epoch 1820 | loss: 0.0311771 | val_loss: 0.031181 | Time: 1401.35 ms
[2022-04-24 04:35:19 main:574] : INFO : Epoch 1821 | loss: 0.0311781 | val_loss: 0.031178 | Time: 1411.26 ms
[2022-04-24 04:35:21 main:574] : INFO : Epoch 1822 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 1393.47 ms
[2022-04-24 04:35:22 main:574] : INFO : Epoch 1823 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 1376.26 ms
[2022-04-24 04:35:24 main:574] : INFO : Epoch 1824 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 1415.28 ms
[2022-04-24 04:35:25 main:574] : INFO : Epoch 1825 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 1429.64 ms
[2022-04-24 04:35:27 main:574] : INFO : Epoch 1826 | loss: 0.0311775 | val_loss: 0.031177 | Time: 1416.79 ms
[2022-04-24 04:35:28 main:574] : INFO : Epoch 1827 | loss: 0.031174 | val_loss: 0.0311771 | Time: 1382.49 ms
[2022-04-24 04:35:29 main:574] : INFO : Epoch 1828 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1395.55 ms
[2022-04-24 04:35:31 main:574] : INFO : Epoch 1829 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 1405.94 ms
[2022-04-24 04:35:32 main:574] : INFO : Epoch 1830 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1386.26 ms
[2022-04-24 04:35:34 main:574] : INFO : Epoch 1831 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 1412.27 ms
[2022-04-24 04:35:35 main:574] : INFO : Epoch 1832 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 1427.26 ms
[2022-04-24 04:35:36 main:574] : INFO : Epoch 1833 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 1411.96 ms
[2022-04-24 04:35:38 main:574] : INFO : Epoch 1834 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1392.96 ms
[2022-04-24 04:35:39 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1420.95 ms
[2022-04-24 04:35:41 main:574] : INFO : Epoch 1836 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 1427.23 ms
[2022-04-24 04:35:42 main:574] : INFO : Epoch 1837 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1420.96 ms
[2022-04-24 04:35:44 main:574] : INFO : Epoch 1838 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 1449.29 ms
[2022-04-24 04:35:45 main:574] : INFO : Epoch 1839 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 1376.44 ms
[2022-04-24 04:35:46 main:574] : INFO : Epoch 1840 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 1382.9 ms
[2022-04-24 04:35:48 main:574] : INFO : Epoch 1841 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 1418.54 ms
[2022-04-24 04:35:49 main:574] : INFO : Epoch 1842 | loss: 0.031176 | val_loss: 0.0311797 | Time: 1423.56 ms
[2022-04-24 04:35:51 main:574] : INFO : Epoch 1843 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 1424.94 ms
[2022-04-24 04:35:52 main:574] : INFO : Epoch 1844 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 1394.21 ms
[2022-04-24 04:35:53 main:574] : INFO : Epoch 1845 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1376.61 ms
[2022-04-24 04:35:55 main:574] : INFO : Epoch 1846 | loss: 0.0311764 | val_loss: 0.031181 | Time: 1442.68 ms
[2022-04-24 04:35:56 main:574] : INFO : Epoch 1847 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1388.76 ms
[2022-04-24 04:35:58 main:574] : INFO : Epoch 1848 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 1378.26 ms
[2022-04-24 04:35:59 main:574] : INFO : Epoch 1849 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1415.42 ms
[2022-04-24 04:36:01 main:574] : INFO : Epoch 1850 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 1387.36 ms
[2022-04-24 04:36:02 main:574] : INFO : Epoch 1851 | loss: 0.03118 | val_loss: 0.0311814 | Time: 1369.3 ms
[2022-04-24 04:36:03 main:574] : INFO : Epoch 1852 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1436.27 ms
[2022-04-24 04:36:05 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 1385.75 ms
[2022-04-24 04:36:06 main:574] : INFO : Epoch 1854 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1388.27 ms
[2022-04-24 04:36:08 main:574] : INFO : Epoch 1855 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 1388.79 ms
[2022-04-24 04:36:09 main:574] : INFO : Epoch 1856 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1410.63 ms
[2022-04-24 04:36:10 main:574] : INFO : Epoch 1857 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1387.9 ms
[2022-04-24 04:36:12 main:574] : INFO : Epoch 1858 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1404.36 ms
[2022-04-24 04:36:13 main:574] : INFO : Epoch 1859 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 1401.35 ms
[2022-04-24 04:36:15 main:574] : INFO : Epoch 1860 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 1414.85 ms
[2022-04-24 04:36:16 main:574] : INFO : Epoch 1861 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 1417.46 ms
[2022-04-24 04:36:18 main:574] : INFO : Epoch 1862 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1413.18 ms
[2022-04-24 04:36:19 main:574] : INFO : Epoch 1863 | loss: 0.0311719 | val_loss: 0.031178 | Time: 1432.75 ms
[2022-04-24 04:36:20 main:574] : INFO : Epoch 1864 | loss: 0.0311726 | val_loss: 0.0311783 | Time: 1365.34 ms
[2022-04-24 04:36:22 main:574] : INFO : Epoch 1865 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1410.42 ms
[2022-04-24 04:36:23 main:574] : INFO : Epoch 1866 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 1407.46 ms
[2022-04-24 04:36:25 main:574] : INFO : Epoch 1867 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1411.89 ms
[2022-04-24 04:36:26 main:574] : INFO : Epoch 1868 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 1393 ms
[2022-04-24 04:36:27 main:574] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1408.2 ms
[2022-04-24 04:36:29 main:574] : INFO : Epoch 1870 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 1428.05 ms
[2022-04-24 04:36:30 main:574] : INFO : Epoch 1871 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 1440.72 ms
[2022-04-24 04:36:32 main:574] : INFO : Epoch 1872 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 1410.42 ms
[2022-04-24 04:36:33 main:574] : INFO : Epoch 1873 | loss: 0.0311725 | val_loss: 0.031179 | Time: 1386.62 ms
[2022-04-24 04:36:35 main:574] : INFO : Epoch 1874 | loss: 0.0311725 | val_loss: 0.0311815 | Time: 1413.6 ms
[2022-04-24 04:36:36 main:574] : INFO : Epoch 1875 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 1394.53 ms
[2022-04-24 04:36:37 main:574] : INFO : Epoch 1876 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1410.23 ms
[2022-04-24 04:36:39 main:574] : INFO : Epoch 1877 | loss: 0.031172 | val_loss: 0.0311778 | Time: 1405 ms
[2022-04-24 04:36:40 main:574] : INFO : Epoch 1878 | loss: 0.031172 | val_loss: 0.0311806 | Time: 1427.35 ms
[2022-04-24 04:36:42 main:574] : INFO : Epoch 1879 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1425.33 ms
[2022-04-24 04:36:43 main:574] : INFO : Epoch 1880 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1436.25 ms
[2022-04-24 04:36:45 main:574] : INFO : Epoch 1881 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1395.54 ms
[2022-04-24 04:36:46 main:574] : INFO : Epoch 1882 | loss: 0.031172 | val_loss: 0.0311782 | Time: 1375.93 ms
[2022-04-24 04:36:47 main:574] : INFO : Epoch 1883 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 1418.5 ms
[2022-04-24 04:36:49 main:574] : INFO : Epoch 1884 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 1400.56 ms
[2022-04-24 04:36:50 main:574] : INFO : Epoch 1885 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 1427.01 ms
[2022-04-24 04:36:52 main:574] : INFO : Epoch 1886 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 1415.7 ms
[2022-04-24 04:36:53 main:574] : INFO : Epoch 1887 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 1385.92 ms
[2022-04-24 04:36:54 main:574] : INFO : Epoch 1888 | loss: 0.0311746 | val_loss: 0.031179 | Time: 1388.66 ms
[2022-04-24 04:36:56 main:574] : INFO : Epoch 1889 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1403.08 ms
[2022-04-24 04:36:57 main:574] : INFO : Epoch 1890 | loss: 0.0312166 | val_loss: 0.0314638 | Time: 1360.12 ms
[2022-04-24 04:36:59 main:574] : INFO : Epoch 1891 | loss: 0.0365312 | val_loss: 0.0379237 | Time: 1401.6 ms
[2022-04-24 04:37:00 main:574] : INFO : Epoch 1892 | loss: 0.0335193 | val_loss: 0.0314321 | Time: 1376.97 ms
[2022-04-24 04:37:01 main:574] : INFO : Epoch 1893 | loss: 0.031384 | val_loss: 0.0312672 | Time: 1406.29 ms
[2022-04-24 04:37:03 main:574] : INFO : Epoch 1894 | loss: 0.0312239 | val_loss: 0.0312026 | Time: 1398.77 ms
[2022-04-24 04:37:04 main:574] : INFO : Epoch 1895 | loss: 0.0311937 | val_loss: 0.0311872 | Time: 1407.79 ms
[2022-04-24 04:37:06 main:574] : INFO : Epoch 1896 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 1399.2 ms
[2022-04-24 04:37:07 main:574] : INFO : Epoch 1897 | loss: 0.031184 | val_loss: 0.0311902 | Time: 1425.57 ms
[2022-04-24 04:37:09 main:574] : INFO : Epoch 1898 | loss: 0.031185 | val_loss: 0.0311822 | Time: 1438.57 ms
[2022-04-24 04:37:10 main:574] : INFO : Epoch 1899 | loss: 0.031183 | val_loss: 0.0311822 | Time: 1397.97 ms
[2022-04-24 04:37:11 main:574] : INFO : Epoch 1900 | loss: 0.0311821 | val_loss: 0.0311813 | Time: 1401.88 ms
[2022-04-24 04:37:13 main:574] : INFO : Epoch 1901 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 1395.48 ms
[2022-04-24 04:37:14 main:574] : INFO : Epoch 1902 | loss: 0.0311798 | val_loss: 0.0311794 | Time: 1396.65 ms
[2022-04-24 04:37:16 main:574] : INFO : Epoch 1903 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 1380.37 ms
[2022-04-24 04:37:17 main:574] : INFO : Epoch 1904 | loss: 0.03118 | val_loss: 0.0311796 | Time: 1399.35 ms
[2022-04-24 04:37:18 main:574] : INFO : Epoch 1905 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 1408.93 ms
[2022-04-24 04:37:20 main:574] : INFO : Epoch 1906 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1403.34 ms
[2022-04-24 04:37:21 main:574] : INFO : Epoch 1907 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 1391.43 ms
[2022-04-24 04:37:23 main:574] : INFO : Epoch 1908 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 1380.24 ms
[2022-04-24 04:37:24 main:574] : INFO : Epoch 1909 | loss: 0.031179 | val_loss: 0.0311798 | Time: 1412.3 ms
[2022-04-24 04:37:25 main:574] : INFO : Epoch 1910 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 1348.13 ms
[2022-04-24 04:37:27 main:574] : INFO : Epoch 1911 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 1367.28 ms
[2022-04-24 04:37:28 main:574] : INFO : Epoch 1912 | loss: 0.0311779 | val_loss: 0.031178 | Time: 1409.34 ms
[2022-04-24 04:37:30 main:574] : INFO : Epoch 1913 | loss: 0.0311778 | val_loss: 0.0311775 | Time: 1412.59 ms
[2022-04-24 04:37:31 main:574] : INFO : Epoch 1914 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 1406.84 ms
[2022-04-24 04:37:32 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 1408.6 ms
[2022-04-24 04:37:34 main:574] : INFO : Epoch 1916 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 1395.65 ms
[2022-04-24 04:37:35 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1375.03 ms
[2022-04-24 04:37:37 main:574] : INFO : Epoch 1918 | loss: 0.0311768 | val_loss: 0.031178 | Time: 1398.91 ms
[2022-04-24 04:37:38 main:574] : INFO : Epoch 1919 | loss: 0.0311768 | val_loss: 0.0311768 | Time: 1405.33 ms
[2022-04-24 04:37:39 main:574] : INFO : Epoch 1920 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 1435.79 ms
[2022-04-24 04:37:41 main:574] : INFO : Epoch 1921 | loss: 0.0311767 | val_loss: 0.0311787 | Time: 1432.07 ms
[2022-04-24 04:37:42 main:574] : INFO : Epoch 1922 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1404.86 ms
[2022-04-24 04:37:44 main:574] : INFO : Epoch 1923 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 1434.54 ms
[2022-04-24 04:37:45 main:574] : INFO : Epoch 1924 | loss: 0.0311756 | val_loss: 0.031179 | Time: 1417.18 ms
[2022-04-24 04:37:47 main:574] : INFO : Epoch 1925 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 1385.32 ms
[2022-04-24 04:37:48 main:574] : INFO : Epoch 1926 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 1435.62 ms
[2022-04-24 04:37:50 main:574] : INFO : Epoch 1927 | loss: 0.0311784 | val_loss: 0.0311795 | Time: 1399 ms
[2022-04-24 04:37:51 main:574] : INFO : Epoch 1928 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 1424.25 ms
[2022-04-24 04:37:52 main:574] : INFO : Epoch 1929 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 1410.58 ms
[2022-04-24 04:37:54 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 1401.42 ms
[2022-04-24 04:37:55 main:574] : INFO : Epoch 1931 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 1358.95 ms
[2022-04-24 04:37:57 main:574] : INFO : Epoch 1932 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 1380.21 ms
[2022-04-24 04:37:58 main:574] : INFO : Epoch 1933 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1386.69 ms
[2022-04-24 04:37:59 main:574] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 1450.15 ms
[2022-04-24 04:38:01 main:574] : INFO : Epoch 1935 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 1427.52 ms
[2022-04-24 04:38:02 main:574] : INFO : Epoch 1936 | loss: 0.0311756 | val_loss: 0.0311749 | Time: 1409.77 ms
[2022-04-24 04:38:04 main:574] : INFO : Epoch 1937 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 1402.39 ms
[2022-04-24 04:38:05 main:574] : INFO : Epoch 1938 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 1395.87 ms
[2022-04-24 04:38:06 main:574] : INFO : Epoch 1939 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 1349.7 ms
[2022-04-24 04:38:08 main:574] : INFO : Epoch 1940 | loss: 0.031175 | val_loss: 0.031177 | Time: 1397.18 ms
[2022-04-24 04:38:09 main:574] : INFO : Epoch 1941 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1398.7 ms
[2022-04-24 04:38:11 main:574] : INFO : Epoch 1942 | loss: 0.031176 | val_loss: 0.0311765 | Time: 1397.54 ms
[2022-04-24 04:38:12 main:574] : INFO : Epoch 1943 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 1430.6 ms
[2022-04-24 04:38:14 main:574] : INFO : Epoch 1944 | loss: 0.0311767 | val_loss: 0.0311756 | Time: 1381.51 ms
[2022-04-24 04:38:15 main:574] : INFO : Epoch 1945 | loss: 0.0311761 | val_loss: 0.0311758 | Time: 1415.09 ms
[2022-04-24 04:38:16 main:574] : INFO : Epoch 1946 | loss: 0.0311754 | val_loss: 0.0311751 | Time: 1384 ms
[2022-04-24 04:38:18 main:574] : INFO : Epoch 1947 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 1361.28 ms
[2022-04-24 04:38:19 main:574] : INFO : Epoch 1948 | loss: 0.0311766 | val_loss: 0.0311777 | Time: 1380.11 ms
[2022-04-24 04:38:21 main:574] : INFO : Epoch 1949 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 1458.32 ms
[2022-04-24 04:38:22 main:574] : INFO : Epoch 1950 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 1457.54 ms
[2022-04-24 04:38:24 main:574] : INFO : Epoch 1951 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 1472.97 ms
[2022-04-24 04:38:25 main:574] : INFO : Epoch 1952 | loss: 0.0311773 | val_loss: 0.0311768 | Time: 1432.61 ms
[2022-04-24 04:38:26 main:574] : INFO : Epoch 1953 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 1420.69 ms
[2022-04-24 04:38:28 main:574] : INFO : Epoch 1954 | loss: 0.0311793 | val_loss: 0.031177 | Time: 1424.15 ms
[2022-04-24 04:38:29 main:574] : INFO : Epoch 1955 | loss: 0.0311771 | val_loss: 0.0311757 | Time: 1403.45 ms
[2022-04-24 04:38:31 main:574] : INFO : Epoch 1956 | loss: 0.031177 | val_loss: 0.0311758 | Time: 1427.39 ms
[2022-04-24 04:38:32 main:574] : INFO : Epoch 1957 | loss: 0.0311769 | val_loss: 0.0311764 | Time: 1412.68 ms
[2022-04-24 04:38:33 main:574] : INFO : Epoch 1958 | loss: 0.0311769 | val_loss: 0.0311761 | Time: 1387.89 ms
[2022-04-24 04:38:35 main:574] : INFO : Epoch 1959 | loss: 0.031177 | val_loss: 0.0311755 | Time: 1353.78 ms
[2022-04-24 04:38:36 main:574] : INFO : Epoch 1960 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 1422.02 ms
[2022-04-24 04:38:38 main:574] : INFO : Epoch 1961 | loss: 0.0311763 | val_loss: 0.0311751 | Time: 1440.63 ms
[2022-04-24 04:38:39 main:574] : INFO : Epoch 1962 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 1464.91 ms
[2022-04-24 04:38:41 main:574] : INFO : Epoch 1963 | loss: 0.0311776 | val_loss: 0.0311756 | Time: 1429.91 ms
[2022-04-24 04:38:42 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.0311757 | Time: 1464.4 ms
[2022-04-24 04:38:44 main:574] : INFO : Epoch 1965 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 1419.22 ms
[2022-04-24 04:38:45 main:574] : INFO : Epoch 1966 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 1420.83 ms
[2022-04-24 04:38:46 main:574] : INFO : Epoch 1967 | loss: 0.0311755 | val_loss: 0.0311757 | Time: 1390.9 ms
[2022-04-24 04:38:48 main:574] : INFO : Epoch 1968 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 1392.43 ms
[2022-04-24 04:38:49 main:574] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311751 | Time: 1424.93 ms
[2022-04-24 04:38:51 main:574] : INFO : Epoch 1970 | loss: 0.0311746 | val_loss: 0.0311749 | Time: 1416.27 ms
[2022-04-24 04:38:52 main:574] : INFO : Epoch 1971 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 1410.85 ms
[2022-04-24 04:38:54 main:574] : INFO : Epoch 1972 | loss: 0.0311752 | val_loss: 0.031178 | Time: 1372.26 ms
[2022-04-24 04:38:55 main:574] : INFO : Epoch 1973 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 1428.49 ms
[2022-04-24 04:38:56 main:574] : INFO : Epoch 1974 | loss: 0.0311748 | val_loss: 0.0311751 | Time: 1393.79 ms
[2022-04-24 04:38:58 main:574] : INFO : Epoch 1975 | loss: 0.0311743 | val_loss: 0.0311751 | Time: 1362.61 ms
[2022-04-24 04:38:59 main:574] : INFO : Epoch 1976 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 1415.65 ms
[2022-04-24 04:39:01 main:574] : INFO : Epoch 1977 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 1398.99 ms
[2022-04-24 04:39:02 main:574] : INFO : Epoch 1978 | loss: 0.0311749 | val_loss: 0.0311755 | Time: 1437.23 ms
[2022-04-24 04:39:03 main:574] : INFO : Epoch 1979 | loss: 0.0311749 | val_loss: 0.031175 | Time: 1381.16 ms
[2022-04-24 04:39:05 main:574] : INFO : Epoch 1980 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 1401.78 ms
[2022-04-24 04:39:06 main:574] : INFO : Epoch 1981 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 1382.78 ms
[2022-04-24 04:39:08 main:574] : INFO : Epoch 1982 | loss: 0.0311772 | val_loss: 0.031179 | Time: 1407.15 ms
[2022-04-24 04:39:09 main:574] : INFO : Epoch 1983 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 1398.63 ms
[2022-04-24 04:39:10 main:574] : INFO : Epoch 1984 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1418.92 ms
[2022-04-24 04:39:12 main:574] : INFO : Epoch 1985 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1424.53 ms
[2022-04-24 04:39:13 main:574] : INFO : Epoch 1986 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1427.46 ms
[2022-04-24 04:39:15 main:574] : INFO : Epoch 1987 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 1398.89 ms
[2022-04-24 04:39:16 main:574] : INFO : Epoch 1988 | loss: 0.0311818 | val_loss: 0.0311776 | Time: 1376.99 ms
[2022-04-24 04:39:18 main:574] : INFO : Epoch 1989 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 1404.63 ms
[2022-04-24 04:39:19 main:574] : INFO : Epoch 1990 | loss: 0.0311793 | val_loss: 0.0311765 | Time: 1394.7 ms
[2022-04-24 04:39:20 main:574] : INFO : Epoch 1991 | loss: 0.0311782 | val_loss: 0.031178 | Time: 1385.64 ms
[2022-04-24 04:39:22 main:574] : INFO : Epoch 1992 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 1420.02 ms
[2022-04-24 04:39:23 main:574] : INFO : Epoch 1993 | loss: 0.0311779 | val_loss: 0.0311771 | Time: 1435.95 ms
[2022-04-24 04:39:25 main:574] : INFO : Epoch 1994 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 1410.01 ms
[2022-04-24 04:39:26 main:574] : INFO : Epoch 1995 | loss: 0.0311763 | val_loss: 0.0311761 | Time: 1413.49 ms
[2022-04-24 04:39:27 main:574] : INFO : Epoch 1996 | loss: 0.031176 | val_loss: 0.0311764 | Time: 1394.83 ms
[2022-04-24 04:39:29 main:574] : INFO : Epoch 1997 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 1416.27 ms
[2022-04-24 04:39:30 main:574] : INFO : Epoch 1998 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 1386.21 ms
[2022-04-24 04:39:32 main:574] : INFO : Epoch 1999 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 1417.35 ms
[2022-04-24 04:39:33 main:574] : INFO : Epoch 2000 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1396.72 ms
[2022-04-24 04:39:35 main:574] : INFO : Epoch 2001 | loss: 0.031177 | val_loss: 0.0311829 | Time: 1403.97 ms
[2022-04-24 04:39:36 main:574] : INFO : Epoch 2002 | loss: 0.031178 | val_loss: 0.0311772 | Time: 1394.08 ms
[2022-04-24 04:39:37 main:574] : INFO : Epoch 2003 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1400.18 ms
[2022-04-24 04:39:39 main:574] : INFO : Epoch 2004 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 1386.21 ms
[2022-04-24 04:39:40 main:574] : INFO : Epoch 2005 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 1399.69 ms
[2022-04-24 04:39:42 main:574] : INFO : Epoch 2006 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 1409.26 ms
[2022-04-24 04:39:43 main:574] : INFO : Epoch 2007 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 1432.43 ms
[2022-04-24 04:39:44 main:574] : INFO : Epoch 2008 | loss: 0.0311764 | val_loss: 0.0311771 | Time: 1408.37 ms
[2022-04-24 04:39:46 main:574] : INFO : Epoch 2009 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1397.69 ms
[2022-04-24 04:39:47 main:574] : INFO : Epoch 2010 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1407.73 ms
[2022-04-24 04:39:49 main:574] : INFO : Epoch 2011 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 1405.58 ms
[2022-04-24 04:39:50 main:574] : INFO : Epoch 2012 | loss: 0.0311743 | val_loss: 0.0311773 | Time: 1392.7 ms
[2022-04-24 04:39:51 main:574] : INFO : Epoch 2013 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 1383.6 ms
[2022-04-24 04:39:53 main:574] : INFO : Epoch 2014 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1457.4 ms
[2022-04-24 04:39:54 main:574] : INFO : Epoch 2015 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 1407.13 ms
[2022-04-24 04:39:56 main:574] : INFO : Epoch 2016 | loss: 0.0311733 | val_loss: 0.031178 | Time: 1394.67 ms
[2022-04-24 04:39:57 main:574] : INFO : Epoch 2017 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 1392.71 ms
[2022-04-24 04:39:59 main:574] : INFO : Epoch 2018 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 1393.38 ms
[2022-04-24 04:40:00 main:574] : INFO : Epoch 2019 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 1412.64 ms
[2022-04-24 04:40:01 main:574] : INFO : Epoch 2020 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1431.03 ms
[2022-04-24 04:40:03 main:574] : INFO : Epoch 2021 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 1417.25 ms
[2022-04-24 04:40:04 main:574] : INFO : Epoch 2022 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 1394.33 ms
[2022-04-24 04:40:06 main:574] : INFO : Epoch 2023 | loss: 0.0311749 | val_loss: 0.0311779 | Time: 1413.95 ms
[2022-04-24 04:40:07 main:574] : INFO : Epoch 2024 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 1418.38 ms
[2022-04-24 04:40:09 main:574] : INFO : Epoch 2025 | loss: 0.0311766 | val_loss: 0.0311777 | Time: 1424.14 ms
[2022-04-24 04:40:10 main:574] : INFO : Epoch 2026 | loss: 0.031176 | val_loss: 0.0311805 | Time: 1379.05 ms
[2022-04-24 04:40:11 main:574] : INFO : Epoch 2027 | loss: 0.0311759 | val_loss: 0.031178 | Time: 1384.98 ms
[2022-04-24 04:40:13 main:574] : INFO : Epoch 2028 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 1386.15 ms
[2022-04-24 04:40:14 main:574] : INFO : Epoch 2029 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 1394.24 ms
[2022-04-24 04:40:16 main:574] : INFO : Epoch 2030 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 1390.27 ms
[2022-04-24 04:40:17 main:574] : INFO : Epoch 2031 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 1416.49 ms
[2022-04-24 04:40:18 main:574] : INFO : Epoch 2032 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 1407.98 ms
[2022-04-24 04:40:20 main:574] : INFO : Epoch 2033 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1411.28 ms
[2022-04-24 04:40:21 main:574] : INFO : Epoch 2034 | loss: 0.0311754 | val_loss: 0.0311765 | Time: 1430.39 ms
[2022-04-24 04:40:23 main:574] : INFO : Epoch 2035 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 1410.97 ms
[2022-04-24 04:40:24 main:574] : INFO : Epoch 2036 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 1399.35 ms
[2022-04-24 04:40:26 main:574] : INFO : Epoch 2037 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 1424.19 ms
[2022-04-24 04:40:27 main:574] : INFO : Epoch 2038 | loss: 0.0311741 | val_loss: 0.031176 | Time: 1387.71 ms
[2022-04-24 04:40:28 main:574] : INFO : Epoch 2039 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 1401.54 ms
[2022-04-24 04:40:30 main:574] : INFO : Epoch 2040 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 1391.7 ms
[2022-04-24 04:40:31 main:574] : INFO : Epoch 2041 | loss: 0.0311731 | val_loss: 0.031177 | Time: 1403.96 ms
[2022-04-24 04:40:33 main:574] : INFO : Epoch 2042 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 1401.34 ms
[2022-04-24 04:40:34 main:574] : INFO : Epoch 2043 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 1398.28 ms
[2022-04-24 04:40:35 main:574] : INFO : Epoch 2044 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 1403.66 ms
[2022-04-24 04:40:37 main:574] : INFO : Epoch 2045 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1409.08 ms
[2022-04-24 04:40:38 main:574] : INFO : Epoch 2046 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 1407.91 ms
[2022-04-24 04:40:40 main:574] : INFO : Epoch 2047 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1399.94 ms
[2022-04-24 04:40:41 main:574] : INFO : Epoch 2048 | loss: 0.0311731 | val_loss: 0.031176 | Time: 1406.43 ms
[2022-04-24 04:40:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031176
[2022-04-24 04:40:41 main:603] : INFO : Saving end state to config to file
[2022-04-24 04:40:41 main:608] : INFO : Success, exiting..
04:40:41 (68832): 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)