Task 14622523
| Name | ParityModified-1647041481-8899-2-0_1 |
| Workunit | 11422594 |
| Created | 17 Apr 2022, 1:28:22 UTC |
| Sent | 17 Apr 2022, 1:28:42 UTC |
| Report deadline | 25 Apr 2022, 1:28:42 UTC |
| Received | 23 Apr 2022, 23:35:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 37 sec |
| CPU time | 48 min |
| 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: 0.0311899 | val_loss: 0.0311934 | Time: 1414.16 ms
[2022-04-24 09:23:30 main:574] : INFO : Epoch 1543 | loss: 0.031189 | val_loss: 0.031196 | Time: 1412.44 ms
[2022-04-24 09:23:31 main:574] : INFO : Epoch 1544 | loss: 0.0311912 | val_loss: 0.0311934 | Time: 1408.98 ms
[2022-04-24 09:23:33 main:574] : INFO : Epoch 1545 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 1380.6 ms
[2022-04-24 09:23:34 main:574] : INFO : Epoch 1546 | loss: 0.0311887 | val_loss: 0.0311924 | Time: 1410.56 ms
[2022-04-24 09:23:36 main:574] : INFO : Epoch 1547 | loss: 0.031189 | val_loss: 0.0311945 | Time: 1410.83 ms
[2022-04-24 09:23:37 main:574] : INFO : Epoch 1548 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 1394.17 ms
[2022-04-24 09:23:39 main:574] : INFO : Epoch 1549 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 1447.24 ms
[2022-04-24 09:23:40 main:574] : INFO : Epoch 1550 | loss: 0.0311897 | val_loss: 0.0311928 | Time: 1384.85 ms
[2022-04-24 09:23:41 main:574] : INFO : Epoch 1551 | loss: 0.0311885 | val_loss: 0.0311928 | Time: 1400.92 ms
[2022-04-24 09:23:43 main:574] : INFO : Epoch 1552 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 1416.11 ms
[2022-04-24 09:23:44 main:574] : INFO : Epoch 1553 | loss: 0.031187 | val_loss: 0.0311933 | Time: 1428.23 ms
[2022-04-24 09:23:46 main:574] : INFO : Epoch 1554 | loss: 0.0311869 | val_loss: 0.0311918 | Time: 1450.86 ms
[2022-04-24 09:23:47 main:574] : INFO : Epoch 1555 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 1387.1 ms
[2022-04-24 09:23:49 main:574] : INFO : Epoch 1556 | loss: 0.0311862 | val_loss: 0.0311941 | Time: 1422.84 ms
[2022-04-24 09:23:50 main:574] : INFO : Epoch 1557 | loss: 0.0311859 | val_loss: 0.0311929 | Time: 1384.18 ms
[2022-04-24 09:23:51 main:574] : INFO : Epoch 1558 | loss: 0.0311852 | val_loss: 0.0311924 | Time: 1393.96 ms
[2022-04-24 09:23:53 main:574] : INFO : Epoch 1559 | loss: 0.0311851 | val_loss: 0.0311923 | Time: 1408.73 ms
[2022-04-24 09:23:54 main:574] : INFO : Epoch 1560 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 1412.92 ms
[2022-04-24 09:23:56 main:574] : INFO : Epoch 1561 | loss: 0.031185 | val_loss: 0.0311924 | Time: 1392.02 ms
[2022-04-24 09:23:57 main:574] : INFO : Epoch 1562 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 1382.53 ms
[2022-04-24 09:23:58 main:574] : INFO : Epoch 1563 | loss: 0.0311858 | val_loss: 0.0311947 | Time: 1394.18 ms
[2022-04-24 09:24:00 main:574] : INFO : Epoch 1564 | loss: 0.031186 | val_loss: 0.0311922 | Time: 1401.95 ms
[2022-04-24 09:24:01 main:574] : INFO : Epoch 1565 | loss: 0.0311855 | val_loss: 0.0311932 | Time: 1422.56 ms
[2022-04-24 09:24:03 main:574] : INFO : Epoch 1566 | loss: 0.0311861 | val_loss: 0.0311935 | Time: 1431.76 ms
[2022-04-24 09:24:04 main:574] : INFO : Epoch 1567 | loss: 0.0311857 | val_loss: 0.0311929 | Time: 1438.18 ms
[2022-04-24 09:24:06 main:574] : INFO : Epoch 1568 | loss: 0.0311859 | val_loss: 0.0311944 | Time: 1407.18 ms
[2022-04-24 09:24:07 main:574] : INFO : Epoch 1569 | loss: 0.0311862 | val_loss: 0.0311949 | Time: 1417.02 ms
[2022-04-24 09:24:08 main:574] : INFO : Epoch 1570 | loss: 0.0311854 | val_loss: 0.0311934 | Time: 1409.56 ms
[2022-04-24 09:24:10 main:574] : INFO : Epoch 1571 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 1438.1 ms
[2022-04-24 09:24:11 main:574] : INFO : Epoch 1572 | loss: 0.031184 | val_loss: 0.0311926 | Time: 1432.43 ms
[2022-04-24 09:24:13 main:574] : INFO : Epoch 1573 | loss: 0.0311839 | val_loss: 0.0311924 | Time: 1383.82 ms
[2022-04-24 09:24:14 main:574] : INFO : Epoch 1574 | loss: 0.031185 | val_loss: 0.0311924 | Time: 1416.65 ms
[2022-04-24 09:24:16 main:574] : INFO : Epoch 1575 | loss: 0.0311842 | val_loss: 0.0311913 | Time: 1420.93 ms
[2022-04-24 09:24:17 main:574] : INFO : Epoch 1576 | loss: 0.031185 | val_loss: 0.0311928 | Time: 1408.15 ms
[2022-04-24 09:24:18 main:574] : INFO : Epoch 1577 | loss: 0.0311838 | val_loss: 0.031192 | Time: 1435.11 ms
[2022-04-24 09:24:20 main:574] : INFO : Epoch 1578 | loss: 0.0311848 | val_loss: 0.0311924 | Time: 1432.14 ms
[2022-04-24 09:24:21 main:574] : INFO : Epoch 1579 | loss: 0.0311836 | val_loss: 0.0311928 | Time: 1425.35 ms
[2022-04-24 09:24:23 main:574] : INFO : Epoch 1580 | loss: 0.0311829 | val_loss: 0.0311918 | Time: 1421.02 ms
[2022-04-24 09:24:24 main:574] : INFO : Epoch 1581 | loss: 0.031183 | val_loss: 0.0311911 | Time: 1401.01 ms
[2022-04-24 09:24:25 main:574] : INFO : Epoch 1582 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 1386.96 ms
[2022-04-24 09:24:27 main:574] : INFO : Epoch 1583 | loss: 0.0311819 | val_loss: 0.0311925 | Time: 1408.15 ms
[2022-04-24 09:24:28 main:574] : INFO : Epoch 1584 | loss: 0.0311835 | val_loss: 0.0311914 | Time: 1403.39 ms
[2022-04-24 09:24:30 main:574] : INFO : Epoch 1585 | loss: 0.0311818 | val_loss: 0.0311921 | Time: 1439.54 ms
[2022-04-24 09:24:31 main:574] : INFO : Epoch 1586 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 1382.19 ms
[2022-04-24 09:24:33 main:574] : INFO : Epoch 1587 | loss: 0.0311822 | val_loss: 0.0311932 | Time: 1419.87 ms
[2022-04-24 09:24:34 main:574] : INFO : Epoch 1588 | loss: 0.0311837 | val_loss: 0.0311927 | Time: 1409.12 ms
[2022-04-24 09:24:35 main:574] : INFO : Epoch 1589 | loss: 0.0311852 | val_loss: 0.0311993 | Time: 1392.3 ms
[2022-04-24 09:24:37 main:574] : INFO : Epoch 1590 | loss: 0.031186 | val_loss: 0.0311985 | Time: 1398.21 ms
[2022-04-24 09:24:38 main:574] : INFO : Epoch 1591 | loss: 0.0311841 | val_loss: 0.0311909 | Time: 1404.37 ms
[2022-04-24 09:24:40 main:574] : INFO : Epoch 1592 | loss: 0.0311827 | val_loss: 0.0311911 | Time: 1426.08 ms
[2022-04-24 09:24:41 main:574] : INFO : Epoch 1593 | loss: 0.0311831 | val_loss: 0.0311967 | Time: 1379.3 ms
[2022-04-24 09:24:42 main:574] : INFO : Epoch 1594 | loss: 0.0311815 | val_loss: 0.0311931 | Time: 1415.38 ms
[2022-04-24 09:24:44 main:574] : INFO : Epoch 1595 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 1449.9 ms
[2022-04-24 09:24:45 main:574] : INFO : Epoch 1596 | loss: 0.0311828 | val_loss: 0.0311931 | Time: 1488.99 ms
[2022-04-24 09:24:47 main:574] : INFO : Epoch 1597 | loss: 0.0311819 | val_loss: 0.0311929 | Time: 1466.46 ms
[2022-04-24 09:24:48 main:574] : INFO : Epoch 1598 | loss: 0.031181 | val_loss: 0.0311923 | Time: 1396.88 ms
[2022-04-24 09:24:50 main:574] : INFO : Epoch 1599 | loss: 0.0311809 | val_loss: 0.0311943 | Time: 1405.83 ms
[2022-04-24 09:24:51 main:574] : INFO : Epoch 1600 | loss: 0.0311801 | val_loss: 0.0311935 | Time: 1465.3 ms
[2022-04-24 09:24:53 main:574] : INFO : Epoch 1601 | loss: 0.03118 | val_loss: 0.0311938 | Time: 1381.49 ms
[2022-04-24 09:24:54 main:574] : INFO : Epoch 1602 | loss: 0.0311798 | val_loss: 0.0311937 | Time: 1408.16 ms
[2022-04-24 09:24:55 main:574] : INFO : Epoch 1603 | loss: 0.0311792 | val_loss: 0.0311943 | Time: 1404.79 ms
[2022-04-24 09:24:57 main:574] : INFO : Epoch 1604 | loss: 0.0311799 | val_loss: 0.0311924 | Time: 1365.5 ms
[2022-04-24 09:24:58 main:574] : INFO : Epoch 1605 | loss: 0.0311796 | val_loss: 0.0311939 | Time: 1384.61 ms
[2022-04-24 09:25:00 main:574] : INFO : Epoch 1606 | loss: 0.0311854 | val_loss: 0.0311996 | Time: 1385.93 ms
[2022-04-24 09:25:01 main:574] : INFO : Epoch 1607 | loss: 0.0311958 | val_loss: 0.0312011 | Time: 1441.99 ms
[2022-04-24 09:25:03 main:574] : INFO : Epoch 1608 | loss: 0.031198 | val_loss: 0.0312014 | Time: 1438.23 ms
[2022-04-24 09:25:04 main:574] : INFO : Epoch 1609 | loss: 0.0311984 | val_loss: 0.0312079 | Time: 1460.93 ms
[2022-04-24 09:25:05 main:574] : INFO : Epoch 1610 | loss: 0.0312073 | val_loss: 0.0312132 | Time: 1415.85 ms
[2022-04-24 09:25:07 main:574] : INFO : Epoch 1611 | loss: 0.0312109 | val_loss: 0.03121 | Time: 1433.35 ms
[2022-04-24 09:25:08 main:574] : INFO : Epoch 1612 | loss: 0.0312085 | val_loss: 0.0312095 | Time: 1406.43 ms
[2022-04-24 09:25:10 main:574] : INFO : Epoch 1613 | loss: 0.0312126 | val_loss: 0.0312116 | Time: 1444.14 ms
[2022-04-24 09:25:11 main:574] : INFO : Epoch 1614 | loss: 0.0312128 | val_loss: 0.031211 | Time: 1409.57 ms
[2022-04-24 09:25:13 main:574] : INFO : Epoch 1615 | loss: 0.0312109 | val_loss: 0.031213 | Time: 1384.74 ms
[2022-04-24 09:25:14 main:574] : INFO : Epoch 1616 | loss: 0.0312097 | val_loss: 0.0312083 | Time: 1407.74 ms
[2022-04-24 09:25:15 main:574] : INFO : Epoch 1617 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 1399.05 ms
[2022-04-24 09:25:17 main:574] : INFO : Epoch 1618 | loss: 0.0312086 | val_loss: 0.031208 | Time: 1398.69 ms
[2022-04-24 09:25:18 main:574] : INFO : Epoch 1619 | loss: 0.0312077 | val_loss: 0.0312065 | Time: 1399.39 ms
[2022-04-24 09:25:20 main:574] : INFO : Epoch 1620 | loss: 0.0312068 | val_loss: 0.0312062 | Time: 1382.56 ms
[2022-04-24 09:25:21 main:574] : INFO : Epoch 1621 | loss: 0.0312058 | val_loss: 0.0312058 | Time: 1405.85 ms
[2022-04-24 09:25:22 main:574] : INFO : Epoch 1622 | loss: 0.0312055 | val_loss: 0.0312053 | Time: 1394.21 ms
[2022-04-24 09:25:24 main:574] : INFO : Epoch 1623 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 1401.3 ms
[2022-04-24 09:25:25 main:574] : INFO : Epoch 1624 | loss: 0.0312045 | val_loss: 0.031205 | Time: 1429.26 ms
[2022-04-24 09:25:27 main:574] : INFO : Epoch 1625 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 1423.36 ms
[2022-04-24 09:25:28 main:574] : INFO : Epoch 1626 | loss: 0.0312034 | val_loss: 0.0312036 | Time: 1371.65 ms
[2022-04-24 09:25:30 main:574] : INFO : Epoch 1627 | loss: 0.0312035 | val_loss: 0.0312065 | Time: 1422.63 ms
[2022-04-24 09:25:31 main:574] : INFO : Epoch 1628 | loss: 0.0312045 | val_loss: 0.0312055 | Time: 1417.68 ms
[2022-04-24 09:25:32 main:574] : INFO : Epoch 1629 | loss: 0.0312035 | val_loss: 0.031205 | Time: 1405.88 ms
[2022-04-24 09:25:34 main:574] : INFO : Epoch 1630 | loss: 0.031204 | val_loss: 0.0312039 | Time: 1416.32 ms
[2022-04-24 09:25:35 main:574] : INFO : Epoch 1631 | loss: 0.0312044 | val_loss: 0.0312058 | Time: 1420.63 ms
[2022-04-24 09:25:37 main:574] : INFO : Epoch 1632 | loss: 0.0312114 | val_loss: 0.0312148 | Time: 1417.95 ms
[2022-04-24 09:25:38 main:574] : INFO : Epoch 1633 | loss: 0.0312124 | val_loss: 0.0312132 | Time: 1387.19 ms
[2022-04-24 09:25:39 main:574] : INFO : Epoch 1634 | loss: 0.0312121 | val_loss: 0.0312136 | Time: 1408.33 ms
[2022-04-24 09:25:41 main:574] : INFO : Epoch 1635 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 1427.3 ms
[2022-04-24 09:25:42 main:574] : INFO : Epoch 1636 | loss: 0.0312097 | val_loss: 0.0312124 | Time: 1417.35 ms
[2022-04-24 09:25:44 main:574] : INFO : Epoch 1637 | loss: 0.03121 | val_loss: 0.0312123 | Time: 1398.66 ms
[2022-04-24 09:25:45 main:574] : INFO : Epoch 1638 | loss: 0.0312102 | val_loss: 0.0312101 | Time: 1460.62 ms
[2022-04-24 09:25:47 main:574] : INFO : Epoch 1639 | loss: 0.0312108 | val_loss: 0.0312098 | Time: 1488.65 ms
[2022-04-24 09:25:48 main:574] : INFO : Epoch 1640 | loss: 0.031211 | val_loss: 0.0312107 | Time: 1429.06 ms
[2022-04-24 09:25:50 main:574] : INFO : Epoch 1641 | loss: 0.0312112 | val_loss: 0.031211 | Time: 1397.24 ms
[2022-04-24 09:25:51 main:574] : INFO : Epoch 1642 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 1431.29 ms
[2022-04-24 09:25:52 main:574] : INFO : Epoch 1643 | loss: 0.0312085 | val_loss: 0.0312081 | Time: 1435 ms
[2022-04-24 09:25:54 main:574] : INFO : Epoch 1644 | loss: 0.031207 | val_loss: 0.0312075 | Time: 1403.39 ms
[2022-04-24 09:25:55 main:574] : INFO : Epoch 1645 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 1430.32 ms
[2022-04-24 09:25:57 main:574] : INFO : Epoch 1646 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 1388.71 ms
[2022-04-24 09:25:58 main:574] : INFO : Epoch 1647 | loss: 0.0312066 | val_loss: 0.0312097 | Time: 1403.3 ms
[2022-04-24 09:26:00 main:574] : INFO : Epoch 1648 | loss: 0.0312076 | val_loss: 0.0312099 | Time: 1425.29 ms
[2022-04-24 09:26:01 main:574] : INFO : Epoch 1649 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1442.99 ms
[2022-04-24 09:26:02 main:574] : INFO : Epoch 1650 | loss: 0.0312094 | val_loss: 0.0312079 | Time: 1411.44 ms
[2022-04-24 09:26:04 main:574] : INFO : Epoch 1651 | loss: 0.0312076 | val_loss: 0.0312068 | Time: 1423.58 ms
[2022-04-24 09:26:05 main:574] : INFO : Epoch 1652 | loss: 0.0312066 | val_loss: 0.0312059 | Time: 1403.82 ms
[2022-04-24 09:26:07 main:574] : INFO : Epoch 1653 | loss: 0.0312071 | val_loss: 0.0312139 | Time: 1397.02 ms
[2022-04-24 09:26:08 main:574] : INFO : Epoch 1654 | loss: 0.0312108 | val_loss: 0.0312069 | Time: 1392.57 ms
[2022-04-24 09:26:09 main:574] : INFO : Epoch 1655 | loss: 0.031209 | val_loss: 0.0312103 | Time: 1436.61 ms
[2022-04-24 09:26:11 main:574] : INFO : Epoch 1656 | loss: 0.0312105 | val_loss: 0.0312068 | Time: 1422.39 ms
[2022-04-24 09:26:12 main:574] : INFO : Epoch 1657 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1419.12 ms
[2022-04-24 09:26:14 main:574] : INFO : Epoch 1658 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 1388.15 ms
[2022-04-24 09:26:15 main:574] : INFO : Epoch 1659 | loss: 0.0312046 | val_loss: 0.0312063 | Time: 1398.58 ms
[2022-04-24 09:26:17 main:574] : INFO : Epoch 1660 | loss: 0.0312037 | val_loss: 0.0312057 | Time: 1412.18 ms
[2022-04-24 09:26:18 main:574] : INFO : Epoch 1661 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 1438.71 ms
[2022-04-24 09:26:19 main:574] : INFO : Epoch 1662 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 1411.22 ms
[2022-04-24 09:26:21 main:574] : INFO : Epoch 1663 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 1422.22 ms
[2022-04-24 09:26:22 main:574] : INFO : Epoch 1664 | loss: 0.0312018 | val_loss: 0.0312042 | Time: 1402.6 ms
[2022-04-24 09:26:24 main:574] : INFO : Epoch 1665 | loss: 0.0312034 | val_loss: 0.0312072 | Time: 1372.44 ms
[2022-04-24 09:26:25 main:574] : INFO : Epoch 1666 | loss: 0.0312032 | val_loss: 0.031206 | Time: 1399.86 ms
[2022-04-24 09:26:27 main:574] : INFO : Epoch 1667 | loss: 0.0312058 | val_loss: 0.0312074 | Time: 1414.74 ms
[2022-04-24 09:26:28 main:574] : INFO : Epoch 1668 | loss: 0.0312053 | val_loss: 0.0312066 | Time: 1396.44 ms
[2022-04-24 09:26:29 main:574] : INFO : Epoch 1669 | loss: 0.0312062 | val_loss: 0.0312046 | Time: 1400.05 ms
[2022-04-24 09:26:31 main:574] : INFO : Epoch 1670 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1432.66 ms
[2022-04-24 09:26:32 main:574] : INFO : Epoch 1671 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 1424.68 ms
[2022-04-24 09:26:34 main:574] : INFO : Epoch 1672 | loss: 0.0312064 | val_loss: 0.0312138 | Time: 1405.82 ms
[2022-04-24 09:26:35 main:574] : INFO : Epoch 1673 | loss: 0.0312043 | val_loss: 0.0312045 | Time: 1432.57 ms
[2022-04-24 09:26:37 main:574] : INFO : Epoch 1674 | loss: 0.0312031 | val_loss: 0.0312075 | Time: 1442.37 ms
[2022-04-24 09:26:38 main:574] : INFO : Epoch 1675 | loss: 0.0312025 | val_loss: 0.0312104 | Time: 1411.82 ms
[2022-04-24 09:26:39 main:574] : INFO : Epoch 1676 | loss: 0.0312058 | val_loss: 0.031207 | Time: 1400.13 ms
[2022-04-24 09:26:41 main:574] : INFO : Epoch 1677 | loss: 0.0312069 | val_loss: 0.031208 | Time: 1385.01 ms
[2022-04-24 09:26:42 main:574] : INFO : Epoch 1678 | loss: 0.031206 | val_loss: 0.0312064 | Time: 1452.54 ms
[2022-04-24 09:26:44 main:574] : INFO : Epoch 1679 | loss: 0.0312047 | val_loss: 0.0312055 | Time: 1397.38 ms
[2022-04-24 09:26:45 main:574] : INFO : Epoch 1680 | loss: 0.0312034 | val_loss: 0.0312061 | Time: 1441.8 ms
[2022-04-24 09:26:47 main:574] : INFO : Epoch 1681 | loss: 0.0312021 | val_loss: 0.0312032 | Time: 1425.54 ms
[2022-04-24 09:26:48 main:574] : INFO : Epoch 1682 | loss: 0.0312013 | val_loss: 0.0312045 | Time: 1423.11 ms
[2022-04-24 09:26:49 main:574] : INFO : Epoch 1683 | loss: 0.0312012 | val_loss: 0.0312032 | Time: 1411.26 ms
[2022-04-24 09:26:51 main:574] : INFO : Epoch 1684 | loss: 0.0312011 | val_loss: 0.0312047 | Time: 1415.29 ms
[2022-04-24 09:26:52 main:574] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0312023 | Time: 1442.13 ms
[2022-04-24 09:26:54 main:574] : INFO : Epoch 1686 | loss: 0.0312005 | val_loss: 0.0312044 | Time: 1374.92 ms
[2022-04-24 09:26:55 main:574] : INFO : Epoch 1687 | loss: 0.0312028 | val_loss: 0.0312029 | Time: 1433.34 ms
[2022-04-24 09:26:57 main:574] : INFO : Epoch 1688 | loss: 0.031201 | val_loss: 0.0312025 | Time: 1417.56 ms
[2022-04-24 09:26:58 main:574] : INFO : Epoch 1689 | loss: 0.0312008 | val_loss: 0.0312018 | Time: 1410.54 ms
[2022-04-24 09:26:59 main:574] : INFO : Epoch 1690 | loss: 0.0311989 | val_loss: 0.0312024 | Time: 1400.22 ms
[2022-04-24 09:27:01 main:574] : INFO : Epoch 1691 | loss: 0.0311991 | val_loss: 0.0312026 | Time: 1401.96 ms
[2022-04-24 09:27:02 main:574] : INFO : Epoch 1692 | loss: 0.0311992 | val_loss: 0.0312012 | Time: 1438.11 ms
[2022-04-24 09:27:04 main:574] : INFO : Epoch 1693 | loss: 0.0311991 | val_loss: 0.0312025 | Time: 1416.51 ms
[2022-04-24 09:27:05 main:574] : INFO : Epoch 1694 | loss: 0.0311985 | val_loss: 0.031204 | Time: 1419.54 ms
[2022-04-24 09:27:07 main:574] : INFO : Epoch 1695 | loss: 0.0311982 | val_loss: 0.0312017 | Time: 1421.47 ms
[2022-04-24 09:27:08 main:574] : INFO : Epoch 1696 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 1391.44 ms
[2022-04-24 09:27:09 main:574] : INFO : Epoch 1697 | loss: 0.031197 | val_loss: 0.031201 | Time: 1410.68 ms
[2022-04-24 09:27:11 main:574] : INFO : Epoch 1698 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 1409.07 ms
[2022-04-24 09:27:12 main:574] : INFO : Epoch 1699 | loss: 0.031199 | val_loss: 0.0312024 | Time: 1429.49 ms
[2022-04-24 09:27:14 main:574] : INFO : Epoch 1700 | loss: 0.031203 | val_loss: 0.0312028 | Time: 1375.42 ms
[2022-04-24 09:27:15 main:574] : INFO : Epoch 1701 | loss: 0.0312008 | val_loss: 0.0312016 | Time: 1420.21 ms
[2022-04-24 09:27:16 main:574] : INFO : Epoch 1702 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1403.01 ms
[2022-04-24 09:27:18 main:574] : INFO : Epoch 1703 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 1388.66 ms
[2022-04-24 09:27:19 main:574] : INFO : Epoch 1704 | loss: 0.0312009 | val_loss: 0.0312026 | Time: 1389.5 ms
[2022-04-24 09:27:21 main:574] : INFO : Epoch 1705 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 1403.99 ms
[2022-04-24 09:27:22 main:574] : INFO : Epoch 1706 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 1421.19 ms
[2022-04-24 09:27:23 main:574] : INFO : Epoch 1707 | loss: 0.0311991 | val_loss: 0.0312017 | Time: 1400.45 ms
[2022-04-24 09:27:25 main:574] : INFO : Epoch 1708 | loss: 0.0311984 | val_loss: 0.0311996 | Time: 1434.38 ms
[2022-04-24 09:27:26 main:574] : INFO : Epoch 1709 | loss: 0.0311974 | val_loss: 0.0312 | Time: 1398.74 ms
[2022-04-24 09:27:28 main:574] : INFO : Epoch 1710 | loss: 0.0311974 | val_loss: 0.0312018 | Time: 1420.69 ms
[2022-04-24 09:27:29 main:574] : INFO : Epoch 1711 | loss: 0.0311978 | val_loss: 0.0312004 | Time: 1421.5 ms
[2022-04-24 09:27:31 main:574] : INFO : Epoch 1712 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 1393.64 ms
[2022-04-24 09:27:32 main:574] : INFO : Epoch 1713 | loss: 0.0311962 | val_loss: 0.0312002 | Time: 1417.71 ms
[2022-04-24 09:27:33 main:574] : INFO : Epoch 1714 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 1422.6 ms
[2022-04-24 09:27:35 main:574] : INFO : Epoch 1715 | loss: 0.0311954 | val_loss: 0.0311995 | Time: 1423.73 ms
[2022-04-24 09:27:36 main:574] : INFO : Epoch 1716 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 1415.45 ms
[2022-04-24 09:27:38 main:574] : INFO : Epoch 1717 | loss: 0.0311978 | val_loss: 0.0312007 | Time: 1394.68 ms
[2022-04-24 09:27:39 main:574] : INFO : Epoch 1718 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 1424.49 ms
[2022-04-24 09:27:41 main:574] : INFO : Epoch 1719 | loss: 0.0311954 | val_loss: 0.0311999 | Time: 1408.53 ms
[2022-04-24 09:27:42 main:574] : INFO : Epoch 1720 | loss: 0.0311948 | val_loss: 0.031199 | Time: 1403.99 ms
[2022-04-24 09:27:43 main:574] : INFO : Epoch 1721 | loss: 0.0311939 | val_loss: 0.0311984 | Time: 1411.87 ms
[2022-04-24 09:27:45 main:574] : INFO : Epoch 1722 | loss: 0.0311947 | val_loss: 0.0311982 | Time: 1430.6 ms
[2022-04-24 09:27:46 main:574] : INFO : Epoch 1723 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 1465.33 ms
[2022-04-24 09:27:48 main:574] : INFO : Epoch 1724 | loss: 0.0311936 | val_loss: 0.0311988 | Time: 1407.23 ms
[2022-04-24 09:27:49 main:574] : INFO : Epoch 1725 | loss: 0.0311958 | val_loss: 0.0311984 | Time: 1426.18 ms
[2022-04-24 09:27:51 main:574] : INFO : Epoch 1726 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 1408.12 ms
[2022-04-24 09:27:52 main:574] : INFO : Epoch 1727 | loss: 0.0311946 | val_loss: 0.0311971 | Time: 1396.68 ms
[2022-04-24 09:27:53 main:574] : INFO : Epoch 1728 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 1425.68 ms
[2022-04-24 09:27:55 main:574] : INFO : Epoch 1729 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 1435.26 ms
[2022-04-24 09:27:56 main:574] : INFO : Epoch 1730 | loss: 0.031194 | val_loss: 0.0311985 | Time: 1400.34 ms
[2022-04-24 09:27:58 main:574] : INFO : Epoch 1731 | loss: 0.0311941 | val_loss: 0.031197 | Time: 1389.89 ms
[2022-04-24 09:27:59 main:574] : INFO : Epoch 1732 | loss: 0.0311941 | val_loss: 0.0311964 | Time: 1394.45 ms
[2022-04-24 09:28:01 main:574] : INFO : Epoch 1733 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 1446.54 ms
[2022-04-24 09:28:02 main:574] : INFO : Epoch 1734 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 1413.08 ms
[2022-04-24 09:28:03 main:574] : INFO : Epoch 1735 | loss: 0.0311931 | val_loss: 0.0311978 | Time: 1429.2 ms
[2022-04-24 09:28:05 main:574] : INFO : Epoch 1736 | loss: 0.031192 | val_loss: 0.0311977 | Time: 1408.02 ms
[2022-04-24 09:28:06 main:574] : INFO : Epoch 1737 | loss: 0.031192 | val_loss: 0.0311983 | Time: 1411.6 ms
[2022-04-24 09:28:08 main:574] : INFO : Epoch 1738 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 1387.24 ms
[2022-04-24 09:28:09 main:574] : INFO : Epoch 1739 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1407.35 ms
[2022-04-24 09:28:11 main:574] : INFO : Epoch 1740 | loss: 0.0311924 | val_loss: 0.0311986 | Time: 1403.29 ms
[2022-04-24 09:28:12 main:574] : INFO : Epoch 1741 | loss: 0.0311931 | val_loss: 0.031197 | Time: 1390.58 ms
[2022-04-24 09:28:13 main:574] : INFO : Epoch 1742 | loss: 0.0311918 | val_loss: 0.0311983 | Time: 1422.74 ms
[2022-04-24 09:28:15 main:574] : INFO : Epoch 1743 | loss: 0.031191 | val_loss: 0.0311987 | Time: 1401.92 ms
[2022-04-24 09:28:16 main:574] : INFO : Epoch 1744 | loss: 0.0311915 | val_loss: 0.0311991 | Time: 1376.58 ms
[2022-04-24 09:28:18 main:574] : INFO : Epoch 1745 | loss: 0.0311914 | val_loss: 0.0311975 | Time: 1403.43 ms
[2022-04-24 09:28:19 main:574] : INFO : Epoch 1746 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 1416.8 ms
[2022-04-24 09:28:20 main:574] : INFO : Epoch 1747 | loss: 0.0311913 | val_loss: 0.0311975 | Time: 1389.54 ms
[2022-04-24 09:28:22 main:574] : INFO : Epoch 1748 | loss: 0.031191 | val_loss: 0.031197 | Time: 1391.56 ms
[2022-04-24 09:28:23 main:574] : INFO : Epoch 1749 | loss: 0.0311906 | val_loss: 0.031198 | Time: 1387.46 ms
[2022-04-24 09:28:25 main:574] : INFO : Epoch 1750 | loss: 0.0311906 | val_loss: 0.0311979 | Time: 1385.02 ms
[2022-04-24 09:28:26 main:574] : INFO : Epoch 1751 | loss: 0.0311903 | val_loss: 0.0311971 | Time: 1412.22 ms
[2022-04-24 09:28:28 main:574] : INFO : Epoch 1752 | loss: 0.0311902 | val_loss: 0.0311979 | Time: 1439.68 ms
[2022-04-24 09:28:29 main:574] : INFO : Epoch 1753 | loss: 0.0311911 | val_loss: 0.0311966 | Time: 1401.56 ms
[2022-04-24 09:28:30 main:574] : INFO : Epoch 1754 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 1427 ms
[2022-04-24 09:28:32 main:574] : INFO : Epoch 1755 | loss: 0.0311906 | val_loss: 0.0311971 | Time: 1430.53 ms
[2022-04-24 09:28:33 main:574] : INFO : Epoch 1756 | loss: 0.0311914 | val_loss: 0.0311968 | Time: 1398 ms
[2022-04-24 09:28:35 main:574] : INFO : Epoch 1757 | loss: 0.0311934 | val_loss: 0.031198 | Time: 1413.77 ms
[2022-04-24 09:28:36 main:574] : INFO : Epoch 1758 | loss: 0.0311939 | val_loss: 0.0312031 | Time: 1419.36 ms
[2022-04-24 09:28:37 main:574] : INFO : Epoch 1759 | loss: 0.0311961 | val_loss: 0.0311955 | Time: 1409.39 ms
[2022-04-24 09:28:39 main:574] : INFO : Epoch 1760 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 1407.39 ms
[2022-04-24 09:28:40 main:574] : INFO : Epoch 1761 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 1409.52 ms
[2022-04-24 09:28:42 main:574] : INFO : Epoch 1762 | loss: 0.0311984 | val_loss: 0.0311985 | Time: 1391.12 ms
[2022-04-24 09:28:43 main:574] : INFO : Epoch 1763 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 1399.85 ms
[2022-04-24 09:28:45 main:574] : INFO : Epoch 1764 | loss: 0.0312 | val_loss: 0.0312019 | Time: 1451.1 ms
[2022-04-24 09:28:46 main:574] : INFO : Epoch 1765 | loss: 0.0311986 | val_loss: 0.0312011 | Time: 1469.11 ms
[2022-04-24 09:28:48 main:574] : INFO : Epoch 1766 | loss: 0.0311974 | val_loss: 0.0312 | Time: 1404.72 ms
[2022-04-24 09:28:49 main:574] : INFO : Epoch 1767 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 1401.52 ms
[2022-04-24 09:28:50 main:574] : INFO : Epoch 1768 | loss: 0.0311963 | val_loss: 0.031202 | Time: 1421.36 ms
[2022-04-24 09:28:52 main:574] : INFO : Epoch 1769 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 1403.55 ms
[2022-04-24 09:28:53 main:574] : INFO : Epoch 1770 | loss: 0.0311961 | val_loss: 0.031202 | Time: 1405.38 ms
[2022-04-24 09:28:55 main:574] : INFO : Epoch 1771 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 1447.13 ms
[2022-04-24 09:28:56 main:574] : INFO : Epoch 1772 | loss: 0.0311981 | val_loss: 0.0312069 | Time: 1383.98 ms
[2022-04-24 09:28:57 main:574] : INFO : Epoch 1773 | loss: 0.031196 | val_loss: 0.0312011 | Time: 1400.51 ms
[2022-04-24 09:28:59 main:574] : INFO : Epoch 1774 | loss: 0.0311953 | val_loss: 0.0311996 | Time: 1409.4 ms
[2022-04-24 09:29:00 main:574] : INFO : Epoch 1775 | loss: 0.0311965 | val_loss: 0.0312029 | Time: 1396.7 ms
[2022-04-24 09:29:02 main:574] : INFO : Epoch 1776 | loss: 0.0311987 | val_loss: 0.0312052 | Time: 1419.38 ms
[2022-04-24 09:29:03 main:574] : INFO : Epoch 1777 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 1412.02 ms
[2022-04-24 09:29:05 main:574] : INFO : Epoch 1778 | loss: 0.0312022 | val_loss: 0.0312103 | Time: 1437.65 ms
[2022-04-24 09:29:06 main:574] : INFO : Epoch 1779 | loss: 0.0312103 | val_loss: 0.0312107 | Time: 1435.57 ms
[2022-04-24 09:29:07 main:574] : INFO : Epoch 1780 | loss: 0.0312124 | val_loss: 0.0312117 | Time: 1409.39 ms
[2022-04-24 09:29:09 main:574] : INFO : Epoch 1781 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 1394.72 ms
[2022-04-24 09:29:10 main:574] : INFO : Epoch 1782 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 1414.83 ms
[2022-04-24 09:29:12 main:574] : INFO : Epoch 1783 | loss: 0.0312072 | val_loss: 0.0312071 | Time: 1364.59 ms
[2022-04-24 09:29:13 main:574] : INFO : Epoch 1784 | loss: 0.0312071 | val_loss: 0.0312101 | Time: 1386.31 ms
[2022-04-24 09:29:14 main:574] : INFO : Epoch 1785 | loss: 0.0312079 | val_loss: 0.0312099 | Time: 1417.31 ms
[2022-04-24 09:29:16 main:574] : INFO : Epoch 1786 | loss: 0.0312049 | val_loss: 0.0312061 | Time: 1392.07 ms
[2022-04-24 09:29:17 main:574] : INFO : Epoch 1787 | loss: 0.0312031 | val_loss: 0.0312064 | Time: 1397.15 ms
[2022-04-24 09:29:19 main:574] : INFO : Epoch 1788 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 1401.12 ms
[2022-04-24 09:29:20 main:574] : INFO : Epoch 1789 | loss: 0.0312042 | val_loss: 0.0312071 | Time: 1388.71 ms
[2022-04-24 09:29:22 main:574] : INFO : Epoch 1790 | loss: 0.0312021 | val_loss: 0.0312064 | Time: 1407.53 ms
[2022-04-24 09:29:23 main:574] : INFO : Epoch 1791 | loss: 0.0312018 | val_loss: 0.0312056 | Time: 1395.1 ms
[2022-04-24 09:29:24 main:574] : INFO : Epoch 1792 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 1420.67 ms
[2022-04-24 09:29:26 main:574] : INFO : Epoch 1793 | loss: 0.0312011 | val_loss: 0.0312044 | Time: 1407.59 ms
[2022-04-24 09:29:27 main:574] : INFO : Epoch 1794 | loss: 0.0312031 | val_loss: 0.0312072 | Time: 1392.14 ms
[2022-04-24 09:29:29 main:574] : INFO : Epoch 1795 | loss: 0.0312009 | val_loss: 0.0312073 | Time: 1399.63 ms
[2022-04-24 09:29:30 main:574] : INFO : Epoch 1796 | loss: 0.0312008 | val_loss: 0.0312067 | Time: 1413.35 ms
[2022-04-24 09:29:32 main:574] : INFO : Epoch 1797 | loss: 0.0311998 | val_loss: 0.0312059 | Time: 1422.65 ms
[2022-04-24 09:29:33 main:574] : INFO : Epoch 1798 | loss: 0.0311998 | val_loss: 0.0312095 | Time: 1401.94 ms
[2022-04-24 09:29:34 main:574] : INFO : Epoch 1799 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 1455.32 ms
[2022-04-24 09:29:36 main:574] : INFO : Epoch 1800 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 1383.37 ms
[2022-04-24 09:29:37 main:574] : INFO : Epoch 1801 | loss: 0.031199 | val_loss: 0.0312062 | Time: 1398.6 ms
[2022-04-24 09:29:39 main:574] : INFO : Epoch 1802 | loss: 0.0311996 | val_loss: 0.0312053 | Time: 1412.98 ms
[2022-04-24 09:29:40 main:574] : INFO : Epoch 1803 | loss: 0.0311995 | val_loss: 0.031206 | Time: 1405.88 ms
[2022-04-24 09:29:41 main:574] : INFO : Epoch 1804 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 1427.42 ms
[2022-04-24 09:29:43 main:574] : INFO : Epoch 1805 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 1404.88 ms
[2022-04-24 09:29:44 main:574] : INFO : Epoch 1806 | loss: 0.0311996 | val_loss: 0.0312087 | Time: 1448.55 ms
[2022-04-24 09:29:46 main:574] : INFO : Epoch 1807 | loss: 0.0312006 | val_loss: 0.031206 | Time: 1418.13 ms
[2022-04-24 09:29:47 main:574] : INFO : Epoch 1808 | loss: 0.0311994 | val_loss: 0.0312047 | Time: 1407.65 ms
[2022-04-24 09:29:49 main:574] : INFO : Epoch 1809 | loss: 0.0311985 | val_loss: 0.0312049 | Time: 1412.86 ms
[2022-04-24 09:29:50 main:574] : INFO : Epoch 1810 | loss: 0.0311986 | val_loss: 0.0312056 | Time: 1412.37 ms
[2022-04-24 09:29:51 main:574] : INFO : Epoch 1811 | loss: 0.0311988 | val_loss: 0.0312062 | Time: 1431.66 ms
[2022-04-24 09:29:53 main:574] : INFO : Epoch 1812 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 1390.46 ms
[2022-04-24 09:29:54 main:574] : INFO : Epoch 1813 | loss: 0.0311981 | val_loss: 0.0312085 | Time: 1396.1 ms
[2022-04-24 09:29:56 main:574] : INFO : Epoch 1814 | loss: 0.0311983 | val_loss: 0.0312052 | Time: 1417.02 ms
[2022-04-24 09:29:57 main:574] : INFO : Epoch 1815 | loss: 0.0311984 | val_loss: 0.031205 | Time: 1429.58 ms
[2022-04-24 09:29:59 main:574] : INFO : Epoch 1816 | loss: 0.031199 | val_loss: 0.0312059 | Time: 1386.2 ms
[2022-04-24 09:30:00 main:574] : INFO : Epoch 1817 | loss: 0.0311978 | val_loss: 0.0312052 | Time: 1427.2 ms
[2022-04-24 09:30:01 main:574] : INFO : Epoch 1818 | loss: 0.0311981 | val_loss: 0.0312063 | Time: 1388.03 ms
[2022-04-24 09:30:03 main:574] : INFO : Epoch 1819 | loss: 0.0311973 | val_loss: 0.0312062 | Time: 1430.89 ms
[2022-04-24 09:30:04 main:574] : INFO : Epoch 1820 | loss: 0.031198 | val_loss: 0.0312071 | Time: 1420.77 ms
[2022-04-24 09:30:06 main:574] : INFO : Epoch 1821 | loss: 0.0311971 | val_loss: 0.0312046 | Time: 1414.35 ms
[2022-04-24 09:30:07 main:574] : INFO : Epoch 1822 | loss: 0.0311986 | val_loss: 0.0312073 | Time: 1400.66 ms
[2022-04-24 09:30:08 main:574] : INFO : Epoch 1823 | loss: 0.0311992 | val_loss: 0.0312095 | Time: 1389.44 ms
[2022-04-24 09:30:10 main:574] : INFO : Epoch 1824 | loss: 0.0312035 | val_loss: 0.0312085 | Time: 1414.56 ms
[2022-04-24 09:30:11 main:574] : INFO : Epoch 1825 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 1393.25 ms
[2022-04-24 09:30:13 main:574] : INFO : Epoch 1826 | loss: 0.0312034 | val_loss: 0.0312076 | Time: 1412.81 ms
[2022-04-24 09:30:14 main:574] : INFO : Epoch 1827 | loss: 0.0312026 | val_loss: 0.0312069 | Time: 1439.57 ms
[2022-04-24 09:30:16 main:574] : INFO : Epoch 1828 | loss: 0.0312022 | val_loss: 0.0312086 | Time: 1424.03 ms
[2022-04-24 09:30:17 main:574] : INFO : Epoch 1829 | loss: 0.0312022 | val_loss: 0.0312054 | Time: 1400.11 ms
[2022-04-24 09:30:18 main:574] : INFO : Epoch 1830 | loss: 0.0312008 | val_loss: 0.0312052 | Time: 1421.04 ms
[2022-04-24 09:30:20 main:574] : INFO : Epoch 1831 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 1428.28 ms
[2022-04-24 09:30:21 main:574] : INFO : Epoch 1832 | loss: 0.0312003 | val_loss: 0.0312122 | Time: 1408.33 ms
[2022-04-24 09:30:23 main:574] : INFO : Epoch 1833 | loss: 0.0312003 | val_loss: 0.0312072 | Time: 1392.84 ms
[2022-04-24 09:30:24 main:574] : INFO : Epoch 1834 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 1374.41 ms
[2022-04-24 09:30:26 main:574] : INFO : Epoch 1835 | loss: 0.0312025 | val_loss: 0.031206 | Time: 1408.09 ms
[2022-04-24 09:30:27 main:574] : INFO : Epoch 1836 | loss: 0.0312029 | val_loss: 0.031205 | Time: 1396.76 ms
[2022-04-24 09:30:28 main:574] : INFO : Epoch 1837 | loss: 0.0312023 | val_loss: 0.0312093 | Time: 1376.75 ms
[2022-04-24 09:30:30 main:574] : INFO : Epoch 1838 | loss: 0.0312027 | val_loss: 0.0312056 | Time: 1418.01 ms
[2022-04-24 09:30:31 main:574] : INFO : Epoch 1839 | loss: 0.0312003 | val_loss: 0.0312045 | Time: 1448.16 ms
[2022-04-24 09:30:33 main:574] : INFO : Epoch 1840 | loss: 0.0312002 | val_loss: 0.0312046 | Time: 1420.42 ms
[2022-04-24 09:30:34 main:574] : INFO : Epoch 1841 | loss: 0.0312003 | val_loss: 0.031205 | Time: 1392.84 ms
[2022-04-24 09:30:35 main:574] : INFO : Epoch 1842 | loss: 0.0311995 | val_loss: 0.031203 | Time: 1371.91 ms
[2022-04-24 09:30:37 main:574] : INFO : Epoch 1843 | loss: 0.0312001 | val_loss: 0.0312051 | Time: 1402.27 ms
[2022-04-24 09:30:38 main:574] : INFO : Epoch 1844 | loss: 0.0312017 | val_loss: 0.0312069 | Time: 1395.22 ms
[2022-04-24 09:30:40 main:574] : INFO : Epoch 1845 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 1417.24 ms
[2022-04-24 09:30:41 main:574] : INFO : Epoch 1846 | loss: 0.0312012 | val_loss: 0.0312051 | Time: 1384.43 ms
[2022-04-24 09:30:42 main:574] : INFO : Epoch 1847 | loss: 0.0312013 | val_loss: 0.0312076 | Time: 1373.26 ms
[2022-04-24 09:30:44 main:574] : INFO : Epoch 1848 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 1425.77 ms
[2022-04-24 09:30:45 main:574] : INFO : Epoch 1849 | loss: 0.0312005 | val_loss: 0.0312051 | Time: 1438.23 ms
[2022-04-24 09:30:47 main:574] : INFO : Epoch 1850 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 1425.9 ms
[2022-04-24 09:30:48 main:574] : INFO : Epoch 1851 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 1411.17 ms
[2022-04-24 09:30:50 main:574] : INFO : Epoch 1852 | loss: 0.0311985 | val_loss: 0.031204 | Time: 1394.52 ms
[2022-04-24 09:30:51 main:574] : INFO : Epoch 1853 | loss: 0.0311986 | val_loss: 0.0312033 | Time: 1397.81 ms
[2022-04-24 09:30:52 main:574] : INFO : Epoch 1854 | loss: 0.0311996 | val_loss: 0.0312065 | Time: 1386.74 ms
[2022-04-24 09:30:54 main:574] : INFO : Epoch 1855 | loss: 0.0311987 | val_loss: 0.0312034 | Time: 1424.49 ms
[2022-04-24 09:30:55 main:574] : INFO : Epoch 1856 | loss: 0.0311996 | val_loss: 0.0312045 | Time: 1402.55 ms
[2022-04-24 09:30:57 main:574] : INFO : Epoch 1857 | loss: 0.031202 | val_loss: 0.0312052 | Time: 1396 ms
[2022-04-24 09:30:58 main:574] : INFO : Epoch 1858 | loss: 0.0311999 | val_loss: 0.031206 | Time: 1435.23 ms
[2022-04-24 09:31:00 main:574] : INFO : Epoch 1859 | loss: 0.0312003 | val_loss: 0.031205 | Time: 1401.6 ms
[2022-04-24 09:31:01 main:574] : INFO : Epoch 1860 | loss: 0.0312001 | val_loss: 0.0312057 | Time: 1398.41 ms
[2022-04-24 09:31:02 main:574] : INFO : Epoch 1861 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 1406.81 ms
[2022-04-24 09:31:04 main:574] : INFO : Epoch 1862 | loss: 0.0311992 | val_loss: 0.0312036 | Time: 1404.13 ms
[2022-04-24 09:31:05 main:574] : INFO : Epoch 1863 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 1412.14 ms
[2022-04-24 09:31:07 main:574] : INFO : Epoch 1864 | loss: 0.0311996 | val_loss: 0.0312048 | Time: 1446.57 ms
[2022-04-24 09:31:08 main:574] : INFO : Epoch 1865 | loss: 0.0311995 | val_loss: 0.0312047 | Time: 1371.59 ms
[2022-04-24 09:31:09 main:574] : INFO : Epoch 1866 | loss: 0.031199 | val_loss: 0.0312061 | Time: 1424.43 ms
[2022-04-24 09:31:11 main:574] : INFO : Epoch 1867 | loss: 0.0311985 | val_loss: 0.0312035 | Time: 1433.68 ms
[2022-04-24 09:31:12 main:574] : INFO : Epoch 1868 | loss: 0.0311987 | val_loss: 0.0312041 | Time: 1396.05 ms
[2022-04-24 09:31:14 main:574] : INFO : Epoch 1869 | loss: 0.031199 | val_loss: 0.0312036 | Time: 1397.77 ms
[2022-04-24 09:31:15 main:574] : INFO : Epoch 1870 | loss: 0.0311988 | val_loss: 0.031205 | Time: 1390.17 ms
[2022-04-24 09:31:17 main:574] : INFO : Epoch 1871 | loss: 0.0311992 | val_loss: 0.0312037 | Time: 1435.45 ms
[2022-04-24 09:31:18 main:574] : INFO : Epoch 1872 | loss: 0.0311984 | val_loss: 0.0312032 | Time: 1415.47 ms
[2022-04-24 09:31:19 main:574] : INFO : Epoch 1873 | loss: 0.0311984 | val_loss: 0.031204 | Time: 1390.48 ms
[2022-04-24 09:31:21 main:574] : INFO : Epoch 1874 | loss: 0.0311987 | val_loss: 0.0312045 | Time: 1396.06 ms
[2022-04-24 09:31:22 main:574] : INFO : Epoch 1875 | loss: 0.0311985 | val_loss: 0.0312046 | Time: 1400.01 ms
[2022-04-24 09:31:24 main:574] : INFO : Epoch 1876 | loss: 0.0311984 | val_loss: 0.0312067 | Time: 1444.24 ms
[2022-04-24 09:31:25 main:574] : INFO : Epoch 1877 | loss: 0.0312001 | val_loss: 0.03121 | Time: 1416.41 ms
[2022-04-24 09:31:27 main:574] : INFO : Epoch 1878 | loss: 0.0312138 | val_loss: 0.0313252 | Time: 1448.13 ms
[2022-04-24 09:31:28 main:574] : INFO : Epoch 1879 | loss: 0.0316214 | val_loss: 0.031338 | Time: 1433.13 ms
[2022-04-24 09:31:29 main:574] : INFO : Epoch 1880 | loss: 0.0312758 | val_loss: 0.0312219 | Time: 1391.14 ms
[2022-04-24 09:31:31 main:574] : INFO : Epoch 1881 | loss: 0.031213 | val_loss: 0.0312109 | Time: 1431.74 ms
[2022-04-24 09:31:32 main:574] : INFO : Epoch 1882 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1420.71 ms
[2022-04-24 09:31:34 main:574] : INFO : Epoch 1883 | loss: 0.0311995 | val_loss: 0.0312042 | Time: 1388.92 ms
[2022-04-24 09:31:35 main:574] : INFO : Epoch 1884 | loss: 0.0311998 | val_loss: 0.0312039 | Time: 1465.45 ms
[2022-04-24 09:31:37 main:574] : INFO : Epoch 1885 | loss: 0.0311976 | val_loss: 0.0312038 | Time: 1400.81 ms
[2022-04-24 09:31:38 main:574] : INFO : Epoch 1886 | loss: 0.0311977 | val_loss: 0.0312035 | Time: 1416.88 ms
[2022-04-24 09:31:39 main:574] : INFO : Epoch 1887 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 1410.74 ms
[2022-04-24 09:31:41 main:574] : INFO : Epoch 1888 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 1394.41 ms
[2022-04-24 09:31:42 main:574] : INFO : Epoch 1889 | loss: 0.0311972 | val_loss: 0.0312035 | Time: 1421.32 ms
[2022-04-24 09:31:44 main:574] : INFO : Epoch 1890 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 1420.17 ms
[2022-04-24 09:31:45 main:574] : INFO : Epoch 1891 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 1460.14 ms
[2022-04-24 09:31:47 main:574] : INFO : Epoch 1892 | loss: 0.031196 | val_loss: 0.0312026 | Time: 1449.94 ms
[2022-04-24 09:31:48 main:574] : INFO : Epoch 1893 | loss: 0.031196 | val_loss: 0.0312066 | Time: 1421.76 ms
[2022-04-24 09:31:50 main:574] : INFO : Epoch 1894 | loss: 0.0311965 | val_loss: 0.0312026 | Time: 1436.23 ms
[2022-04-24 09:31:51 main:574] : INFO : Epoch 1895 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 1441.96 ms
[2022-04-24 09:31:52 main:574] : INFO : Epoch 1896 | loss: 0.0311966 | val_loss: 0.0312043 | Time: 1437.49 ms
[2022-04-24 09:31:54 main:574] : INFO : Epoch 1897 | loss: 0.0311962 | val_loss: 0.0312042 | Time: 1391.58 ms
[2022-04-24 09:31:55 main:574] : INFO : Epoch 1898 | loss: 0.0311969 | val_loss: 0.0312039 | Time: 1416.12 ms
[2022-04-24 09:31:57 main:574] : INFO : Epoch 1899 | loss: 0.0311969 | val_loss: 0.0312034 | Time: 1408.18 ms
[2022-04-24 09:31:58 main:574] : INFO : Epoch 1900 | loss: 0.0311961 | val_loss: 0.0312036 | Time: 1422.57 ms
[2022-04-24 09:32:00 main:574] : INFO : Epoch 1901 | loss: 0.0311966 | val_loss: 0.0312036 | Time: 1420.14 ms
[2022-04-24 09:32:01 main:574] : INFO : Epoch 1902 | loss: 0.0311964 | val_loss: 0.031204 | Time: 1421.55 ms
[2022-04-24 09:32:02 main:574] : INFO : Epoch 1903 | loss: 0.0311966 | val_loss: 0.0312071 | Time: 1423.54 ms
[2022-04-24 09:32:04 main:574] : INFO : Epoch 1904 | loss: 0.0311969 | val_loss: 0.0312042 | Time: 1392.52 ms
[2022-04-24 09:32:05 main:574] : INFO : Epoch 1905 | loss: 0.0311976 | val_loss: 0.0312055 | Time: 1398.79 ms
[2022-04-24 09:32:07 main:574] : INFO : Epoch 1906 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 1420.33 ms
[2022-04-24 09:32:08 main:574] : INFO : Epoch 1907 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 1381.46 ms
[2022-04-24 09:32:09 main:574] : INFO : Epoch 1908 | loss: 0.0312042 | val_loss: 0.031205 | Time: 1417.39 ms
[2022-04-24 09:32:11 main:574] : INFO : Epoch 1909 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 1383.93 ms
[2022-04-24 09:32:12 main:574] : INFO : Epoch 1910 | loss: 0.0312023 | val_loss: 0.0312059 | Time: 1406.22 ms
[2022-04-24 09:32:14 main:574] : INFO : Epoch 1911 | loss: 0.0312021 | val_loss: 0.0312038 | Time: 1407.98 ms
[2022-04-24 09:32:15 main:574] : INFO : Epoch 1912 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1415.85 ms
[2022-04-24 09:32:17 main:574] : INFO : Epoch 1913 | loss: 0.031201 | val_loss: 0.031204 | Time: 1426.36 ms
[2022-04-24 09:32:18 main:574] : INFO : Epoch 1914 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 1436.62 ms
[2022-04-24 09:32:19 main:574] : INFO : Epoch 1915 | loss: 0.0312003 | val_loss: 0.0312047 | Time: 1412.97 ms
[2022-04-24 09:32:21 main:574] : INFO : Epoch 1916 | loss: 0.0311998 | val_loss: 0.0312036 | Time: 1427.59 ms
[2022-04-24 09:32:22 main:574] : INFO : Epoch 1917 | loss: 0.0311993 | val_loss: 0.0312043 | Time: 1436.46 ms
[2022-04-24 09:32:24 main:574] : INFO : Epoch 1918 | loss: 0.0311995 | val_loss: 0.0312042 | Time: 1396.54 ms
[2022-04-24 09:32:25 main:574] : INFO : Epoch 1919 | loss: 0.0312006 | val_loss: 0.0312064 | Time: 1431.8 ms
[2022-04-24 09:32:27 main:574] : INFO : Epoch 1920 | loss: 0.0312005 | val_loss: 0.0312072 | Time: 1414.85 ms
[2022-04-24 09:32:28 main:574] : INFO : Epoch 1921 | loss: 0.0312004 | val_loss: 0.0312049 | Time: 1437.65 ms
[2022-04-24 09:32:29 main:574] : INFO : Epoch 1922 | loss: 0.0312003 | val_loss: 0.0312072 | Time: 1417.05 ms
[2022-04-24 09:32:31 main:574] : INFO : Epoch 1923 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 1410.95 ms
[2022-04-24 09:32:32 main:574] : INFO : Epoch 1924 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 1448.95 ms
[2022-04-24 09:32:34 main:574] : INFO : Epoch 1925 | loss: 0.0311981 | val_loss: 0.031205 | Time: 1418.82 ms
[2022-04-24 09:32:35 main:574] : INFO : Epoch 1926 | loss: 0.0311985 | val_loss: 0.0312041 | Time: 1467.29 ms
[2022-04-24 09:32:37 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0312033 | Time: 1420.96 ms
[2022-04-24 09:32:38 main:574] : INFO : Epoch 1928 | loss: 0.0311971 | val_loss: 0.0312031 | Time: 1418.38 ms
[2022-04-24 09:32:40 main:574] : INFO : Epoch 1929 | loss: 0.0311973 | val_loss: 0.0312041 | Time: 1406.41 ms
[2022-04-24 09:32:41 main:574] : INFO : Epoch 1930 | loss: 0.0312007 | val_loss: 0.0312109 | Time: 1422.54 ms
[2022-04-24 09:32:42 main:574] : INFO : Epoch 1931 | loss: 0.0312102 | val_loss: 0.0312105 | Time: 1403.04 ms
[2022-04-24 09:32:44 main:574] : INFO : Epoch 1932 | loss: 0.0312117 | val_loss: 0.0312104 | Time: 1411.95 ms
[2022-04-24 09:32:45 main:574] : INFO : Epoch 1933 | loss: 0.0312111 | val_loss: 0.0312097 | Time: 1440.5 ms
[2022-04-24 09:32:47 main:574] : INFO : Epoch 1934 | loss: 0.031209 | val_loss: 0.0312081 | Time: 1443.99 ms
[2022-04-24 09:32:48 main:574] : INFO : Epoch 1935 | loss: 0.0312061 | val_loss: 0.0312092 | Time: 1417.3 ms
[2022-04-24 09:32:50 main:574] : INFO : Epoch 1936 | loss: 0.0312054 | val_loss: 0.0312085 | Time: 1397.42 ms
[2022-04-24 09:32:51 main:574] : INFO : Epoch 1937 | loss: 0.0312049 | val_loss: 0.0312075 | Time: 1402.41 ms
[2022-04-24 09:32:52 main:574] : INFO : Epoch 1938 | loss: 0.0312045 | val_loss: 0.0312077 | Time: 1385.48 ms
[2022-04-24 09:32:54 main:574] : INFO : Epoch 1939 | loss: 0.031204 | val_loss: 0.0312067 | Time: 1374.31 ms
[2022-04-24 09:32:55 main:574] : INFO : Epoch 1940 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 1419.39 ms
[2022-04-24 09:32:57 main:574] : INFO : Epoch 1941 | loss: 0.031204 | val_loss: 0.031207 | Time: 1375.7 ms
[2022-04-24 09:32:58 main:574] : INFO : Epoch 1942 | loss: 0.0312054 | val_loss: 0.0312069 | Time: 1415.66 ms
[2022-04-24 09:32:59 main:574] : INFO : Epoch 1943 | loss: 0.0312045 | val_loss: 0.0312095 | Time: 1423.31 ms
[2022-04-24 09:33:01 main:574] : INFO : Epoch 1944 | loss: 0.0312047 | val_loss: 0.0312062 | Time: 1415.54 ms
[2022-04-24 09:33:02 main:574] : INFO : Epoch 1945 | loss: 0.0312033 | val_loss: 0.0312073 | Time: 1387.32 ms
[2022-04-24 09:33:04 main:574] : INFO : Epoch 1946 | loss: 0.0312024 | val_loss: 0.0312063 | Time: 1359.85 ms
[2022-04-24 09:33:05 main:574] : INFO : Epoch 1947 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 1409.83 ms
[2022-04-24 09:33:07 main:574] : INFO : Epoch 1948 | loss: 0.0312016 | val_loss: 0.0312067 | Time: 1422.02 ms
[2022-04-24 09:33:08 main:574] : INFO : Epoch 1949 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 1418.2 ms
[2022-04-24 09:33:09 main:574] : INFO : Epoch 1950 | loss: 0.0312018 | val_loss: 0.031206 | Time: 1412.18 ms
[2022-04-24 09:33:11 main:574] : INFO : Epoch 1951 | loss: 0.0312014 | val_loss: 0.0312099 | Time: 1418.69 ms
[2022-04-24 09:33:12 main:574] : INFO : Epoch 1952 | loss: 0.0312025 | val_loss: 0.0312083 | Time: 1428.65 ms
[2022-04-24 09:33:14 main:574] : INFO : Epoch 1953 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 1377.55 ms
[2022-04-24 09:33:15 main:574] : INFO : Epoch 1954 | loss: 0.0312018 | val_loss: 0.0312055 | Time: 1388.91 ms
[2022-04-24 09:33:16 main:574] : INFO : Epoch 1955 | loss: 0.0312009 | val_loss: 0.0312061 | Time: 1405.89 ms
[2022-04-24 09:33:18 main:574] : INFO : Epoch 1956 | loss: 0.0312008 | val_loss: 0.0312067 | Time: 1405.33 ms
[2022-04-24 09:33:19 main:574] : INFO : Epoch 1957 | loss: 0.0312008 | val_loss: 0.0312062 | Time: 1407.46 ms
[2022-04-24 09:33:21 main:574] : INFO : Epoch 1958 | loss: 0.0312033 | val_loss: 0.031208 | Time: 1380.83 ms
[2022-04-24 09:33:22 main:574] : INFO : Epoch 1959 | loss: 0.031201 | val_loss: 0.0312071 | Time: 1410.77 ms
[2022-04-24 09:33:23 main:574] : INFO : Epoch 1960 | loss: 0.0312003 | val_loss: 0.0312066 | Time: 1408.83 ms
[2022-04-24 09:33:25 main:574] : INFO : Epoch 1961 | loss: 0.0312009 | val_loss: 0.031207 | Time: 1373.96 ms
[2022-04-24 09:33:26 main:574] : INFO : Epoch 1962 | loss: 0.0312009 | val_loss: 0.0312068 | Time: 1401.4 ms
[2022-04-24 09:33:28 main:574] : INFO : Epoch 1963 | loss: 0.0312003 | val_loss: 0.0312055 | Time: 1422.67 ms
[2022-04-24 09:33:29 main:574] : INFO : Epoch 1964 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 1443.22 ms
[2022-04-24 09:33:31 main:574] : INFO : Epoch 1965 | loss: 0.0311998 | val_loss: 0.0312092 | Time: 1430.31 ms
[2022-04-24 09:33:32 main:574] : INFO : Epoch 1966 | loss: 0.0312013 | val_loss: 0.0312064 | Time: 1409.98 ms
[2022-04-24 09:33:33 main:574] : INFO : Epoch 1967 | loss: 0.0311992 | val_loss: 0.0312058 | Time: 1398.5 ms
[2022-04-24 09:33:35 main:574] : INFO : Epoch 1968 | loss: 0.0311997 | val_loss: 0.0312057 | Time: 1365.66 ms
[2022-04-24 09:33:36 main:574] : INFO : Epoch 1969 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 1367.07 ms
[2022-04-24 09:33:38 main:574] : INFO : Epoch 1970 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1447.8 ms
[2022-04-24 09:33:39 main:574] : INFO : Epoch 1971 | loss: 0.0312 | val_loss: 0.0312053 | Time: 1473.97 ms
[2022-04-24 09:33:41 main:574] : INFO : Epoch 1972 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 1425.78 ms
[2022-04-24 09:33:42 main:574] : INFO : Epoch 1973 | loss: 0.0311994 | val_loss: 0.0312066 | Time: 1427.93 ms
[2022-04-24 09:33:43 main:574] : INFO : Epoch 1974 | loss: 0.0311984 | val_loss: 0.0312067 | Time: 1412.08 ms
[2022-04-24 09:33:45 main:574] : INFO : Epoch 1975 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 1454 ms
[2022-04-24 09:33:46 main:574] : INFO : Epoch 1976 | loss: 0.0311982 | val_loss: 0.0312068 | Time: 1465.47 ms
[2022-04-24 09:33:48 main:574] : INFO : Epoch 1977 | loss: 0.0312002 | val_loss: 0.0312149 | Time: 1420.1 ms
[2022-04-24 09:33:49 main:574] : INFO : Epoch 1978 | loss: 0.0311991 | val_loss: 0.0312099 | Time: 1461.3 ms
[2022-04-24 09:33:51 main:574] : INFO : Epoch 1979 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 1418.34 ms
[2022-04-24 09:33:52 main:574] : INFO : Epoch 1980 | loss: 0.0311975 | val_loss: 0.0312067 | Time: 1395.91 ms
[2022-04-24 09:33:54 main:574] : INFO : Epoch 1981 | loss: 0.0311977 | val_loss: 0.0312059 | Time: 1399.91 ms
[2022-04-24 09:33:55 main:574] : INFO : Epoch 1982 | loss: 0.0311979 | val_loss: 0.0312059 | Time: 1410.64 ms
[2022-04-24 09:33:56 main:574] : INFO : Epoch 1983 | loss: 0.0311974 | val_loss: 0.0312061 | Time: 1397.54 ms
[2022-04-24 09:33:58 main:574] : INFO : Epoch 1984 | loss: 0.0311972 | val_loss: 0.0312051 | Time: 1416.09 ms
[2022-04-24 09:33:59 main:574] : INFO : Epoch 1985 | loss: 0.0311972 | val_loss: 0.0312061 | Time: 1400.14 ms
[2022-04-24 09:34:01 main:574] : INFO : Epoch 1986 | loss: 0.0311985 | val_loss: 0.0312062 | Time: 1368.64 ms
[2022-04-24 09:34:02 main:574] : INFO : Epoch 1987 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 1404.73 ms
[2022-04-24 09:34:03 main:574] : INFO : Epoch 1988 | loss: 0.0311973 | val_loss: 0.0312075 | Time: 1375.5 ms
[2022-04-24 09:34:05 main:574] : INFO : Epoch 1989 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 1416.92 ms
[2022-04-24 09:34:06 main:574] : INFO : Epoch 1990 | loss: 0.0311984 | val_loss: 0.0312066 | Time: 1430.64 ms
[2022-04-24 09:34:08 main:574] : INFO : Epoch 1991 | loss: 0.0311975 | val_loss: 0.031206 | Time: 1394.69 ms
[2022-04-24 09:34:09 main:574] : INFO : Epoch 1992 | loss: 0.0311973 | val_loss: 0.0312058 | Time: 1417.05 ms
[2022-04-24 09:34:10 main:574] : INFO : Epoch 1993 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 1386.82 ms
[2022-04-24 09:34:12 main:574] : INFO : Epoch 1994 | loss: 0.0311969 | val_loss: 0.0312053 | Time: 1393.75 ms
[2022-04-24 09:34:13 main:574] : INFO : Epoch 1995 | loss: 0.0311968 | val_loss: 0.0312053 | Time: 1407.75 ms
[2022-04-24 09:34:15 main:574] : INFO : Epoch 1996 | loss: 0.0311973 | val_loss: 0.0312056 | Time: 1443.67 ms
[2022-04-24 09:34:16 main:574] : INFO : Epoch 1997 | loss: 0.0311971 | val_loss: 0.0312079 | Time: 1422.01 ms
[2022-04-24 09:34:18 main:574] : INFO : Epoch 1998 | loss: 0.0311974 | val_loss: 0.0312069 | Time: 1415.78 ms
[2022-04-24 09:34:19 main:574] : INFO : Epoch 1999 | loss: 0.0311983 | val_loss: 0.0312058 | Time: 1427.44 ms
[2022-04-24 09:34:20 main:574] : INFO : Epoch 2000 | loss: 0.031198 | val_loss: 0.0312061 | Time: 1374.63 ms
[2022-04-24 09:34:22 main:574] : INFO : Epoch 2001 | loss: 0.0311961 | val_loss: 0.0312055 | Time: 1430.88 ms
[2022-04-24 09:34:23 main:574] : INFO : Epoch 2002 | loss: 0.0311969 | val_loss: 0.0312104 | Time: 1421.05 ms
[2022-04-24 09:34:25 main:574] : INFO : Epoch 2003 | loss: 0.0312004 | val_loss: 0.0312063 | Time: 1398.61 ms
[2022-04-24 09:34:26 main:574] : INFO : Epoch 2004 | loss: 0.0311989 | val_loss: 0.0312063 | Time: 1442.19 ms
[2022-04-24 09:34:28 main:574] : INFO : Epoch 2005 | loss: 0.0311993 | val_loss: 0.0312065 | Time: 1435.58 ms
[2022-04-24 09:34:29 main:574] : INFO : Epoch 2006 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 1388.82 ms
[2022-04-24 09:34:30 main:574] : INFO : Epoch 2007 | loss: 0.0311985 | val_loss: 0.0312061 | Time: 1390.29 ms
[2022-04-24 09:34:32 main:574] : INFO : Epoch 2008 | loss: 0.0312012 | val_loss: 0.0312103 | Time: 1391.16 ms
[2022-04-24 09:34:33 main:574] : INFO : Epoch 2009 | loss: 0.0311997 | val_loss: 0.0312061 | Time: 1385.65 ms
[2022-04-24 09:34:35 main:574] : INFO : Epoch 2010 | loss: 0.0311972 | val_loss: 0.0312056 | Time: 1416.39 ms
[2022-04-24 09:34:36 main:574] : INFO : Epoch 2011 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 1391.26 ms
[2022-04-24 09:34:37 main:574] : INFO : Epoch 2012 | loss: 0.0311971 | val_loss: 0.0312078 | Time: 1374.04 ms
[2022-04-24 09:34:39 main:574] : INFO : Epoch 2013 | loss: 0.0311981 | val_loss: 0.0312058 | Time: 1374.54 ms
[2022-04-24 09:34:40 main:574] : INFO : Epoch 2014 | loss: 0.0311997 | val_loss: 0.0312086 | Time: 1418.58 ms
[2022-04-24 09:34:42 main:574] : INFO : Epoch 2015 | loss: 0.0311971 | val_loss: 0.0312084 | Time: 1457.88 ms
[2022-04-24 09:34:43 main:574] : INFO : Epoch 2016 | loss: 0.0311973 | val_loss: 0.0312061 | Time: 1404.41 ms
[2022-04-24 09:34:45 main:574] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0312077 | Time: 1449.84 ms
[2022-04-24 09:34:46 main:574] : INFO : Epoch 2018 | loss: 0.0311975 | val_loss: 0.0312082 | Time: 1447.43 ms
[2022-04-24 09:34:47 main:574] : INFO : Epoch 2019 | loss: 0.0311967 | val_loss: 0.0312109 | Time: 1404.99 ms
[2022-04-24 09:34:49 main:574] : INFO : Epoch 2020 | loss: 0.0311988 | val_loss: 0.0312079 | Time: 1460.75 ms
[2022-04-24 09:34:50 main:574] : INFO : Epoch 2021 | loss: 0.0311967 | val_loss: 0.0312074 | Time: 1398.94 ms
[2022-04-24 09:34:52 main:574] : INFO : Epoch 2022 | loss: 0.0311953 | val_loss: 0.031207 | Time: 1436.07 ms
[2022-04-24 09:34:53 main:574] : INFO : Epoch 2023 | loss: 0.0311961 | val_loss: 0.0312062 | Time: 1394.18 ms
[2022-04-24 09:34:55 main:574] : INFO : Epoch 2024 | loss: 0.0311957 | val_loss: 0.0312067 | Time: 1431.59 ms
[2022-04-24 09:34:56 main:574] : INFO : Epoch 2025 | loss: 0.0311951 | val_loss: 0.0312057 | Time: 1419.93 ms
[2022-04-24 09:34:57 main:574] : INFO : Epoch 2026 | loss: 0.0311955 | val_loss: 0.0312059 | Time: 1379.02 ms
[2022-04-24 09:34:59 main:574] : INFO : Epoch 2027 | loss: 0.0311956 | val_loss: 0.0312065 | Time: 1393.54 ms
[2022-04-24 09:35:00 main:574] : INFO : Epoch 2028 | loss: 0.0311954 | val_loss: 0.0312061 | Time: 1390.88 ms
[2022-04-24 09:35:02 main:574] : INFO : Epoch 2029 | loss: 0.0311956 | val_loss: 0.0312099 | Time: 1391.48 ms
[2022-04-24 09:35:03 main:574] : INFO : Epoch 2030 | loss: 0.031195 | val_loss: 0.0312062 | Time: 1397.81 ms
[2022-04-24 09:35:05 main:574] : INFO : Epoch 2031 | loss: 0.0311949 | val_loss: 0.0312061 | Time: 1418.5 ms
[2022-04-24 09:35:06 main:574] : INFO : Epoch 2032 | loss: 0.031196 | val_loss: 0.0312066 | Time: 1403.33 ms
[2022-04-24 09:35:07 main:574] : INFO : Epoch 2033 | loss: 0.0311949 | val_loss: 0.0312075 | Time: 1403.68 ms
[2022-04-24 09:35:09 main:574] : INFO : Epoch 2034 | loss: 0.0311976 | val_loss: 0.0312115 | Time: 1353.37 ms
[2022-04-24 09:35:10 main:574] : INFO : Epoch 2035 | loss: 0.0311963 | val_loss: 0.0312071 | Time: 1400.91 ms
[2022-04-24 09:35:11 main:574] : INFO : Epoch 2036 | loss: 0.0311947 | val_loss: 0.0312059 | Time: 1368.42 ms
[2022-04-24 09:35:13 main:574] : INFO : Epoch 2037 | loss: 0.0311947 | val_loss: 0.0312067 | Time: 1389.17 ms
[2022-04-24 09:35:14 main:574] : INFO : Epoch 2038 | loss: 0.0311961 | val_loss: 0.0312063 | Time: 1391.31 ms
[2022-04-24 09:35:16 main:574] : INFO : Epoch 2039 | loss: 0.0311953 | val_loss: 0.0312049 | Time: 1381.02 ms
[2022-04-24 09:35:17 main:574] : INFO : Epoch 2040 | loss: 0.0311944 | val_loss: 0.0312063 | Time: 1412.18 ms
[2022-04-24 09:35:18 main:574] : INFO : Epoch 2041 | loss: 0.0311945 | val_loss: 0.0312068 | Time: 1398.31 ms
[2022-04-24 09:35:20 main:574] : INFO : Epoch 2042 | loss: 0.0311947 | val_loss: 0.0312068 | Time: 1396.91 ms
[2022-04-24 09:35:21 main:574] : INFO : Epoch 2043 | loss: 0.0311956 | val_loss: 0.0312077 | Time: 1378.13 ms
[2022-04-24 09:35:23 main:574] : INFO : Epoch 2044 | loss: 0.0311947 | val_loss: 0.031209 | Time: 1420.89 ms
[2022-04-24 09:35:24 main:574] : INFO : Epoch 2045 | loss: 0.0311953 | val_loss: 0.0312093 | Time: 1414.7 ms
[2022-04-24 09:35:26 main:574] : INFO : Epoch 2046 | loss: 0.031195 | val_loss: 0.0312073 | Time: 1388.05 ms
[2022-04-24 09:35:27 main:574] : INFO : Epoch 2047 | loss: 0.0311943 | val_loss: 0.0312062 | Time: 1396.6 ms
[2022-04-24 09:35:28 main:574] : INFO : Epoch 2048 | loss: 0.0311939 | val_loss: 0.0312064 | Time: 1413.58 ms
[2022-04-24 09:35:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312064
[2022-04-24 09:35:28 main:603] : INFO : Saving end state to config to file
[2022-04-24 09:35:28 main:608] : INFO : Success, exiting..
09:35:28 (78060): 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)