Task 14232912
| Name | ParityModified-1647045003-14992-3-0_0 |
| Workunit | 11291037 |
| Created | 2 Apr 2022, 6:42:57 UTC |
| Sent | 10 Apr 2022, 5:25:52 UTC |
| Report deadline | 18 Apr 2022, 5:25:52 UTC |
| Received | 10 Apr 2022, 7:16:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 48 min 34 sec |
| CPU time | 46 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311889 | val_loss: 0.0311967 | Time: 1385.82 ms
[2022-04-10 02:04:12 main:574] : INFO : Epoch 1543 | loss: 0.0311883 | val_loss: 0.0311963 | Time: 1396.96 ms
[2022-04-10 02:04:14 main:574] : INFO : Epoch 1544 | loss: 0.0311891 | val_loss: 0.031197 | Time: 1400.44 ms
[2022-04-10 02:04:15 main:574] : INFO : Epoch 1545 | loss: 0.0311891 | val_loss: 0.0311964 | Time: 1383.57 ms
[2022-04-10 02:04:16 main:574] : INFO : Epoch 1546 | loss: 0.0311899 | val_loss: 0.0312015 | Time: 1404.73 ms
[2022-04-10 02:04:18 main:574] : INFO : Epoch 1547 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 1381.39 ms
[2022-04-10 02:04:19 main:574] : INFO : Epoch 1548 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 1403.64 ms
[2022-04-10 02:04:21 main:574] : INFO : Epoch 1549 | loss: 0.031189 | val_loss: 0.0311968 | Time: 1388.75 ms
[2022-04-10 02:04:22 main:574] : INFO : Epoch 1550 | loss: 0.0311887 | val_loss: 0.0311955 | Time: 1392.53 ms
[2022-04-10 02:04:23 main:574] : INFO : Epoch 1551 | loss: 0.0311899 | val_loss: 0.0311958 | Time: 1405.77 ms
[2022-04-10 02:04:25 main:574] : INFO : Epoch 1552 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 1381.29 ms
[2022-04-10 02:04:26 main:574] : INFO : Epoch 1553 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 1404.21 ms
[2022-04-10 02:04:28 main:574] : INFO : Epoch 1554 | loss: 0.0311893 | val_loss: 0.0311961 | Time: 1387.97 ms
[2022-04-10 02:04:29 main:574] : INFO : Epoch 1555 | loss: 0.031188 | val_loss: 0.0311954 | Time: 1402.77 ms
[2022-04-10 02:04:30 main:574] : INFO : Epoch 1556 | loss: 0.0311897 | val_loss: 0.0312042 | Time: 1397.45 ms
[2022-04-10 02:04:32 main:574] : INFO : Epoch 1557 | loss: 0.0311913 | val_loss: 0.0312037 | Time: 1388.42 ms
[2022-04-10 02:04:33 main:574] : INFO : Epoch 1558 | loss: 0.0311935 | val_loss: 0.0312022 | Time: 1403.07 ms
[2022-04-10 02:04:35 main:574] : INFO : Epoch 1559 | loss: 0.0311944 | val_loss: 0.0312007 | Time: 1378.75 ms
[2022-04-10 02:04:36 main:574] : INFO : Epoch 1560 | loss: 0.0311933 | val_loss: 0.0312009 | Time: 1404.77 ms
[2022-04-10 02:04:38 main:574] : INFO : Epoch 1561 | loss: 0.0311927 | val_loss: 0.0312003 | Time: 1390.9 ms
[2022-04-10 02:04:39 main:574] : INFO : Epoch 1562 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 1392.07 ms
[2022-04-10 02:04:40 main:574] : INFO : Epoch 1563 | loss: 0.0311927 | val_loss: 0.0311992 | Time: 1400.9 ms
[2022-04-10 02:04:42 main:574] : INFO : Epoch 1564 | loss: 0.0311931 | val_loss: 0.0312044 | Time: 1382.81 ms
[2022-04-10 02:04:43 main:574] : INFO : Epoch 1565 | loss: 0.031195 | val_loss: 0.0312004 | Time: 1401.77 ms
[2022-04-10 02:04:45 main:574] : INFO : Epoch 1566 | loss: 0.0311929 | val_loss: 0.0312042 | Time: 1392.41 ms
[2022-04-10 02:04:46 main:574] : INFO : Epoch 1567 | loss: 0.031191 | val_loss: 0.0312001 | Time: 1402.15 ms
[2022-04-10 02:04:47 main:574] : INFO : Epoch 1568 | loss: 0.031191 | val_loss: 0.0311967 | Time: 1393.79 ms
[2022-04-10 02:04:49 main:574] : INFO : Epoch 1569 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 1391.29 ms
[2022-04-10 02:04:50 main:574] : INFO : Epoch 1570 | loss: 0.0311889 | val_loss: 0.031196 | Time: 1402.75 ms
[2022-04-10 02:04:52 main:574] : INFO : Epoch 1571 | loss: 0.0311891 | val_loss: 0.0311985 | Time: 1379.47 ms
[2022-04-10 02:04:53 main:574] : INFO : Epoch 1572 | loss: 0.0311895 | val_loss: 0.0311964 | Time: 1405.95 ms
[2022-04-10 02:04:54 main:574] : INFO : Epoch 1573 | loss: 0.0311894 | val_loss: 0.0311955 | Time: 1383.84 ms
[2022-04-10 02:04:56 main:574] : INFO : Epoch 1574 | loss: 0.0311883 | val_loss: 0.0311952 | Time: 1399.26 ms
[2022-04-10 02:04:57 main:574] : INFO : Epoch 1575 | loss: 0.0311883 | val_loss: 0.031197 | Time: 1396.53 ms
[2022-04-10 02:04:59 main:574] : INFO : Epoch 1576 | loss: 0.0311892 | val_loss: 0.0311981 | Time: 1378.75 ms
[2022-04-10 02:05:00 main:574] : INFO : Epoch 1577 | loss: 0.0311906 | val_loss: 0.0311963 | Time: 1402.31 ms
[2022-04-10 02:05:02 main:574] : INFO : Epoch 1578 | loss: 0.0311892 | val_loss: 0.0311979 | Time: 1384.95 ms
[2022-04-10 02:05:03 main:574] : INFO : Epoch 1579 | loss: 0.0311896 | val_loss: 0.0311994 | Time: 1403.05 ms
[2022-04-10 02:05:04 main:574] : INFO : Epoch 1580 | loss: 0.0311883 | val_loss: 0.031196 | Time: 1389.81 ms
[2022-04-10 02:05:06 main:574] : INFO : Epoch 1581 | loss: 0.0311888 | val_loss: 0.0312053 | Time: 1397.57 ms
[2022-04-10 02:05:07 main:574] : INFO : Epoch 1582 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 1398.98 ms
[2022-04-10 02:05:09 main:574] : INFO : Epoch 1583 | loss: 0.0311897 | val_loss: 0.0311966 | Time: 1383.84 ms
[2022-04-10 02:05:10 main:574] : INFO : Epoch 1584 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 1403.06 ms
[2022-04-10 02:05:11 main:574] : INFO : Epoch 1585 | loss: 0.0311899 | val_loss: 0.0311972 | Time: 1379.44 ms
[2022-04-10 02:05:13 main:574] : INFO : Epoch 1586 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 1403.03 ms
[2022-04-10 02:05:14 main:574] : INFO : Epoch 1587 | loss: 0.0311894 | val_loss: 0.0311969 | Time: 1386.6 ms
[2022-04-10 02:05:16 main:574] : INFO : Epoch 1588 | loss: 0.0311891 | val_loss: 0.0311976 | Time: 1393.97 ms
[2022-04-10 02:05:17 main:574] : INFO : Epoch 1589 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 1407.02 ms
[2022-04-10 02:05:19 main:574] : INFO : Epoch 1590 | loss: 0.0311899 | val_loss: 0.0311963 | Time: 1384.82 ms
[2022-04-10 02:05:20 main:574] : INFO : Epoch 1591 | loss: 0.0311886 | val_loss: 0.0311967 | Time: 1406.19 ms
[2022-04-10 02:05:21 main:574] : INFO : Epoch 1592 | loss: 0.0311889 | val_loss: 0.0311968 | Time: 1382.04 ms
[2022-04-10 02:05:23 main:574] : INFO : Epoch 1593 | loss: 0.0311885 | val_loss: 0.0311965 | Time: 1403.62 ms
[2022-04-10 02:05:24 main:574] : INFO : Epoch 1594 | loss: 0.03119 | val_loss: 0.0312029 | Time: 1395.35 ms
[2022-04-10 02:05:26 main:574] : INFO : Epoch 1595 | loss: 0.0311913 | val_loss: 0.031197 | Time: 1395.28 ms
[2022-04-10 02:05:27 main:574] : INFO : Epoch 1596 | loss: 0.0311908 | val_loss: 0.0311996 | Time: 1407.19 ms
[2022-04-10 02:05:28 main:574] : INFO : Epoch 1597 | loss: 0.0311913 | val_loss: 0.0311984 | Time: 1381.15 ms
[2022-04-10 02:05:30 main:574] : INFO : Epoch 1598 | loss: 0.0311922 | val_loss: 0.0311964 | Time: 1408.65 ms
[2022-04-10 02:05:31 main:574] : INFO : Epoch 1599 | loss: 0.0311896 | val_loss: 0.0311981 | Time: 1384.33 ms
[2022-04-10 02:05:33 main:574] : INFO : Epoch 1600 | loss: 0.0311893 | val_loss: 0.0311964 | Time: 1398.16 ms
[2022-04-10 02:05:34 main:574] : INFO : Epoch 1601 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 1396.23 ms
[2022-04-10 02:05:36 main:574] : INFO : Epoch 1602 | loss: 0.0311892 | val_loss: 0.0311973 | Time: 1388.34 ms
[2022-04-10 02:05:37 main:574] : INFO : Epoch 1603 | loss: 0.0311899 | val_loss: 0.0311966 | Time: 1403.61 ms
[2022-04-10 02:05:38 main:574] : INFO : Epoch 1604 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 1382.06 ms
[2022-04-10 02:05:40 main:574] : INFO : Epoch 1605 | loss: 0.0311904 | val_loss: 0.0311994 | Time: 1403.52 ms
[2022-04-10 02:05:41 main:574] : INFO : Epoch 1606 | loss: 0.0311901 | val_loss: 0.031199 | Time: 1397.26 ms
[2022-04-10 02:05:43 main:574] : INFO : Epoch 1607 | loss: 0.0311902 | val_loss: 0.0312002 | Time: 1398.2 ms
[2022-04-10 02:05:44 main:574] : INFO : Epoch 1608 | loss: 0.0311937 | val_loss: 0.0311976 | Time: 1400.11 ms
[2022-04-10 02:05:46 main:574] : INFO : Epoch 1609 | loss: 0.0311931 | val_loss: 0.0312003 | Time: 1389.68 ms
[2022-04-10 02:05:47 main:574] : INFO : Epoch 1610 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 1406.92 ms
[2022-04-10 02:05:48 main:574] : INFO : Epoch 1611 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 1379.89 ms
[2022-04-10 02:05:50 main:574] : INFO : Epoch 1612 | loss: 0.0311895 | val_loss: 0.0311951 | Time: 1404.9 ms
[2022-04-10 02:05:51 main:574] : INFO : Epoch 1613 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 1389.97 ms
[2022-04-10 02:05:53 main:574] : INFO : Epoch 1614 | loss: 0.031189 | val_loss: 0.0311952 | Time: 1397.38 ms
[2022-04-10 02:05:54 main:574] : INFO : Epoch 1615 | loss: 0.0311888 | val_loss: 0.0311956 | Time: 1402.54 ms
[2022-04-10 02:05:55 main:574] : INFO : Epoch 1616 | loss: 0.031189 | val_loss: 0.0311968 | Time: 1380.74 ms
[2022-04-10 02:05:57 main:574] : INFO : Epoch 1617 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 1409.71 ms
[2022-04-10 02:05:58 main:574] : INFO : Epoch 1618 | loss: 0.0311897 | val_loss: 0.0311992 | Time: 1379.74 ms
[2022-04-10 02:06:00 main:574] : INFO : Epoch 1619 | loss: 0.0311918 | val_loss: 0.0311965 | Time: 1406.27 ms
[2022-04-10 02:06:01 main:574] : INFO : Epoch 1620 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 1390.59 ms
[2022-04-10 02:06:03 main:574] : INFO : Epoch 1621 | loss: 0.0311961 | val_loss: 0.031201 | Time: 1400.59 ms
[2022-04-10 02:06:04 main:574] : INFO : Epoch 1622 | loss: 0.031193 | val_loss: 0.0311989 | Time: 1398.11 ms
[2022-04-10 02:06:05 main:574] : INFO : Epoch 1623 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 1382.28 ms
[2022-04-10 02:06:07 main:574] : INFO : Epoch 1624 | loss: 0.0311893 | val_loss: 0.0311958 | Time: 1403.62 ms
[2022-04-10 02:06:08 main:574] : INFO : Epoch 1625 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 1382.93 ms
[2022-04-10 02:06:10 main:574] : INFO : Epoch 1626 | loss: 0.0311897 | val_loss: 0.0311963 | Time: 1405.95 ms
[2022-04-10 02:06:11 main:574] : INFO : Epoch 1627 | loss: 0.03119 | val_loss: 0.0311964 | Time: 1394.48 ms
[2022-04-10 02:06:12 main:574] : INFO : Epoch 1628 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 1394.11 ms
[2022-04-10 02:06:14 main:574] : INFO : Epoch 1629 | loss: 0.0311885 | val_loss: 0.0311976 | Time: 1401.76 ms
[2022-04-10 02:06:15 main:574] : INFO : Epoch 1630 | loss: 0.031189 | val_loss: 0.0311957 | Time: 1384.69 ms
[2022-04-10 02:06:17 main:574] : INFO : Epoch 1631 | loss: 0.0311907 | val_loss: 0.031196 | Time: 1405.24 ms
[2022-04-10 02:06:18 main:574] : INFO : Epoch 1632 | loss: 0.031189 | val_loss: 0.0311954 | Time: 1385.1 ms
[2022-04-10 02:06:20 main:574] : INFO : Epoch 1633 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 1400.28 ms
[2022-04-10 02:06:21 main:574] : INFO : Epoch 1634 | loss: 0.0311885 | val_loss: 0.0311963 | Time: 1396.05 ms
[2022-04-10 02:06:22 main:574] : INFO : Epoch 1635 | loss: 0.0311882 | val_loss: 0.0311971 | Time: 1391.14 ms
[2022-04-10 02:06:24 main:574] : INFO : Epoch 1636 | loss: 0.0311909 | val_loss: 0.031196 | Time: 1408.43 ms
[2022-04-10 02:06:25 main:574] : INFO : Epoch 1637 | loss: 0.031189 | val_loss: 0.0312011 | Time: 1384.01 ms
[2022-04-10 02:06:27 main:574] : INFO : Epoch 1638 | loss: 0.03119 | val_loss: 0.0311989 | Time: 1405.93 ms
[2022-04-10 02:06:28 main:574] : INFO : Epoch 1639 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 1388.07 ms
[2022-04-10 02:06:29 main:574] : INFO : Epoch 1640 | loss: 0.0311883 | val_loss: 0.0312021 | Time: 1386.23 ms
[2022-04-10 02:06:31 main:574] : INFO : Epoch 1641 | loss: 0.0311892 | val_loss: 0.0311963 | Time: 1400.27 ms
[2022-04-10 02:06:32 main:574] : INFO : Epoch 1642 | loss: 0.0311883 | val_loss: 0.0311981 | Time: 1381.5 ms
[2022-04-10 02:06:34 main:574] : INFO : Epoch 1643 | loss: 0.0311897 | val_loss: 0.031196 | Time: 1410.37 ms
[2022-04-10 02:06:35 main:574] : INFO : Epoch 1644 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 1384.11 ms
[2022-04-10 02:06:36 main:574] : INFO : Epoch 1645 | loss: 0.0311895 | val_loss: 0.0311963 | Time: 1403.67 ms
[2022-04-10 02:06:38 main:574] : INFO : Epoch 1646 | loss: 0.0311891 | val_loss: 0.0311955 | Time: 1392.56 ms
[2022-04-10 02:06:39 main:574] : INFO : Epoch 1647 | loss: 0.0311883 | val_loss: 0.031195 | Time: 1391.05 ms
[2022-04-10 02:06:41 main:574] : INFO : Epoch 1648 | loss: 0.031188 | val_loss: 0.0311956 | Time: 1407.15 ms
[2022-04-10 02:06:42 main:574] : INFO : Epoch 1649 | loss: 0.031189 | val_loss: 0.0311964 | Time: 1381.54 ms
[2022-04-10 02:06:44 main:574] : INFO : Epoch 1650 | loss: 0.0311891 | val_loss: 0.0311983 | Time: 1406.37 ms
[2022-04-10 02:06:45 main:574] : INFO : Epoch 1651 | loss: 0.0311892 | val_loss: 0.0311952 | Time: 1387.26 ms
[2022-04-10 02:06:46 main:574] : INFO : Epoch 1652 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 1403.17 ms
[2022-04-10 02:06:48 main:574] : INFO : Epoch 1653 | loss: 0.0311878 | val_loss: 0.0311948 | Time: 1400.02 ms
[2022-04-10 02:06:49 main:574] : INFO : Epoch 1654 | loss: 0.0311892 | val_loss: 0.0311991 | Time: 1382.13 ms
[2022-04-10 02:06:51 main:574] : INFO : Epoch 1655 | loss: 0.0311875 | val_loss: 0.0311954 | Time: 1407.74 ms
[2022-04-10 02:06:52 main:574] : INFO : Epoch 1656 | loss: 0.0311876 | val_loss: 0.0311958 | Time: 1382.09 ms
[2022-04-10 02:06:53 main:574] : INFO : Epoch 1657 | loss: 0.0311881 | val_loss: 0.0311969 | Time: 1403.15 ms
[2022-04-10 02:06:55 main:574] : INFO : Epoch 1658 | loss: 0.0311872 | val_loss: 0.0311972 | Time: 1392.29 ms
[2022-04-10 02:06:56 main:574] : INFO : Epoch 1659 | loss: 0.0311873 | val_loss: 0.0311961 | Time: 1391.8 ms
[2022-04-10 02:06:58 main:574] : INFO : Epoch 1660 | loss: 0.031187 | val_loss: 0.0311953 | Time: 1404.41 ms
[2022-04-10 02:06:59 main:574] : INFO : Epoch 1661 | loss: 0.0311867 | val_loss: 0.0311966 | Time: 1384.64 ms
[2022-04-10 02:07:00 main:574] : INFO : Epoch 1662 | loss: 0.0311872 | val_loss: 0.0311947 | Time: 1402.06 ms
[2022-04-10 02:07:02 main:574] : INFO : Epoch 1663 | loss: 0.0311871 | val_loss: 0.0311964 | Time: 1382.62 ms
[2022-04-10 02:07:03 main:574] : INFO : Epoch 1664 | loss: 0.0311868 | val_loss: 0.031195 | Time: 1402.75 ms
[2022-04-10 02:07:05 main:574] : INFO : Epoch 1665 | loss: 0.0311873 | val_loss: 0.031195 | Time: 1393.58 ms
[2022-04-10 02:07:06 main:574] : INFO : Epoch 1666 | loss: 0.0311871 | val_loss: 0.0311984 | Time: 1390.63 ms
[2022-04-10 02:07:07 main:574] : INFO : Epoch 1667 | loss: 0.0311875 | val_loss: 0.0311957 | Time: 1403.61 ms
[2022-04-10 02:07:09 main:574] : INFO : Epoch 1668 | loss: 0.0311864 | val_loss: 0.0311953 | Time: 1380.02 ms
[2022-04-10 02:07:10 main:574] : INFO : Epoch 1669 | loss: 0.0311889 | val_loss: 0.0311958 | Time: 1404.52 ms
[2022-04-10 02:07:12 main:574] : INFO : Epoch 1670 | loss: 0.0311952 | val_loss: 0.031211 | Time: 1385.51 ms
[2022-04-10 02:07:13 main:574] : INFO : Epoch 1671 | loss: 0.0313237 | val_loss: 0.0314297 | Time: 1396.97 ms
[2022-04-10 02:07:15 main:574] : INFO : Epoch 1672 | loss: 0.0369539 | val_loss: 0.0321538 | Time: 1402.28 ms
[2022-04-10 02:07:16 main:574] : INFO : Epoch 1673 | loss: 0.107591 | val_loss: 0.0966609 | Time: 1391.57 ms
[2022-04-10 02:07:17 main:574] : INFO : Epoch 1674 | loss: 0.0702053 | val_loss: 0.0387947 | Time: 1402.06 ms
[2022-04-10 02:07:19 main:574] : INFO : Epoch 1675 | loss: 0.0349897 | val_loss: 0.0321774 | Time: 1386.31 ms
[2022-04-10 02:07:20 main:574] : INFO : Epoch 1676 | loss: 0.0318432 | val_loss: 0.0314413 | Time: 1404.48 ms
[2022-04-10 02:07:22 main:574] : INFO : Epoch 1677 | loss: 0.03137 | val_loss: 0.031325 | Time: 1389.1 ms
[2022-04-10 02:07:23 main:574] : INFO : Epoch 1678 | loss: 0.0312888 | val_loss: 0.0312703 | Time: 1397.35 ms
[2022-04-10 02:07:24 main:574] : INFO : Epoch 1679 | loss: 0.0312657 | val_loss: 0.031264 | Time: 1406.85 ms
[2022-04-10 02:07:26 main:574] : INFO : Epoch 1680 | loss: 0.0312573 | val_loss: 0.031252 | Time: 1388.19 ms
[2022-04-10 02:07:27 main:574] : INFO : Epoch 1681 | loss: 0.031252 | val_loss: 0.0312463 | Time: 1406.12 ms
[2022-04-10 02:07:29 main:574] : INFO : Epoch 1682 | loss: 0.0312472 | val_loss: 0.0312429 | Time: 1382.38 ms
[2022-04-10 02:07:30 main:574] : INFO : Epoch 1683 | loss: 0.0312429 | val_loss: 0.0312396 | Time: 1404.69 ms
[2022-04-10 02:07:32 main:574] : INFO : Epoch 1684 | loss: 0.0312401 | val_loss: 0.0312388 | Time: 1393.06 ms
[2022-04-10 02:07:33 main:574] : INFO : Epoch 1685 | loss: 0.0312409 | val_loss: 0.0312375 | Time: 1396.39 ms
[2022-04-10 02:07:34 main:574] : INFO : Epoch 1686 | loss: 0.0312377 | val_loss: 0.0312313 | Time: 1406.08 ms
[2022-04-10 02:07:36 main:574] : INFO : Epoch 1687 | loss: 0.0312332 | val_loss: 0.0312297 | Time: 1385.01 ms
[2022-04-10 02:07:37 main:574] : INFO : Epoch 1688 | loss: 0.031231 | val_loss: 0.0312296 | Time: 1405.38 ms
[2022-04-10 02:07:39 main:574] : INFO : Epoch 1689 | loss: 0.0312295 | val_loss: 0.0312264 | Time: 1383.72 ms
[2022-04-10 02:07:40 main:574] : INFO : Epoch 1690 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 1406.57 ms
[2022-04-10 02:07:41 main:574] : INFO : Epoch 1691 | loss: 0.0312256 | val_loss: 0.0312234 | Time: 1395.21 ms
[2022-04-10 02:07:43 main:574] : INFO : Epoch 1692 | loss: 0.0312223 | val_loss: 0.0312226 | Time: 1391.92 ms
[2022-04-10 02:07:44 main:574] : INFO : Epoch 1693 | loss: 0.0312208 | val_loss: 0.0312208 | Time: 1409.99 ms
[2022-04-10 02:07:46 main:574] : INFO : Epoch 1694 | loss: 0.0312192 | val_loss: 0.0312194 | Time: 1380.49 ms
[2022-04-10 02:07:47 main:574] : INFO : Epoch 1695 | loss: 0.0312177 | val_loss: 0.031217 | Time: 1407.79 ms
[2022-04-10 02:07:49 main:574] : INFO : Epoch 1696 | loss: 0.0312175 | val_loss: 0.0312162 | Time: 1383.3 ms
[2022-04-10 02:07:50 main:574] : INFO : Epoch 1697 | loss: 0.0312168 | val_loss: 0.031215 | Time: 1399.17 ms
[2022-04-10 02:07:51 main:574] : INFO : Epoch 1698 | loss: 0.0312159 | val_loss: 0.0312138 | Time: 1399.47 ms
[2022-04-10 02:07:53 main:574] : INFO : Epoch 1699 | loss: 0.0312147 | val_loss: 0.0312128 | Time: 1393.12 ms
[2022-04-10 02:07:54 main:574] : INFO : Epoch 1700 | loss: 0.0312141 | val_loss: 0.0312122 | Time: 1404.91 ms
[2022-04-10 02:07:56 main:574] : INFO : Epoch 1701 | loss: 0.0312131 | val_loss: 0.0312112 | Time: 1383.66 ms
[2022-04-10 02:07:57 main:574] : INFO : Epoch 1702 | loss: 0.0312117 | val_loss: 0.0312099 | Time: 1408.56 ms
[2022-04-10 02:07:58 main:574] : INFO : Epoch 1703 | loss: 0.0312112 | val_loss: 0.0312088 | Time: 1384.61 ms
[2022-04-10 02:08:00 main:574] : INFO : Epoch 1704 | loss: 0.0312104 | val_loss: 0.0312097 | Time: 1399.88 ms
[2022-04-10 02:08:01 main:574] : INFO : Epoch 1705 | loss: 0.0312095 | val_loss: 0.0312073 | Time: 1399.87 ms
[2022-04-10 02:08:03 main:574] : INFO : Epoch 1706 | loss: 0.0312082 | val_loss: 0.0312065 | Time: 1387.64 ms
[2022-04-10 02:08:04 main:574] : INFO : Epoch 1707 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1405.03 ms
[2022-04-10 02:08:06 main:574] : INFO : Epoch 1708 | loss: 0.0312069 | val_loss: 0.0312059 | Time: 1382.22 ms
[2022-04-10 02:08:07 main:574] : INFO : Epoch 1709 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 1399.5 ms
[2022-04-10 02:08:08 main:574] : INFO : Epoch 1710 | loss: 0.031206 | val_loss: 0.0312046 | Time: 1383.18 ms
[2022-04-10 02:08:10 main:574] : INFO : Epoch 1711 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 1390.49 ms
[2022-04-10 02:08:11 main:574] : INFO : Epoch 1712 | loss: 0.0312049 | val_loss: 0.0312038 | Time: 1405.07 ms
[2022-04-10 02:08:13 main:574] : INFO : Epoch 1713 | loss: 0.0312044 | val_loss: 0.0312034 | Time: 1387.73 ms
[2022-04-10 02:08:14 main:574] : INFO : Epoch 1714 | loss: 0.0312038 | val_loss: 0.0312031 | Time: 1407.46 ms
[2022-04-10 02:08:15 main:574] : INFO : Epoch 1715 | loss: 0.0312047 | val_loss: 0.0312033 | Time: 1380.69 ms
[2022-04-10 02:08:17 main:574] : INFO : Epoch 1716 | loss: 0.0312056 | val_loss: 0.0312045 | Time: 1405.63 ms
[2022-04-10 02:08:18 main:574] : INFO : Epoch 1717 | loss: 0.0312051 | val_loss: 0.0312025 | Time: 1394.61 ms
[2022-04-10 02:08:20 main:574] : INFO : Epoch 1718 | loss: 0.0312045 | val_loss: 0.0312023 | Time: 1394.05 ms
[2022-04-10 02:08:21 main:574] : INFO : Epoch 1719 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 1407.65 ms
[2022-04-10 02:08:23 main:574] : INFO : Epoch 1720 | loss: 0.0312037 | val_loss: 0.0312017 | Time: 1384.73 ms
[2022-04-10 02:08:24 main:574] : INFO : Epoch 1721 | loss: 0.0312034 | val_loss: 0.0312017 | Time: 1401.45 ms
[2022-04-10 02:08:25 main:574] : INFO : Epoch 1722 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1383.05 ms
[2022-04-10 02:08:27 main:574] : INFO : Epoch 1723 | loss: 0.0312027 | val_loss: 0.0312013 | Time: 1395.59 ms
[2022-04-10 02:08:28 main:574] : INFO : Epoch 1724 | loss: 0.0312023 | val_loss: 0.0312011 | Time: 1399.63 ms
[2022-04-10 02:08:30 main:574] : INFO : Epoch 1725 | loss: 0.031202 | val_loss: 0.0312004 | Time: 1392.61 ms
[2022-04-10 02:08:31 main:574] : INFO : Epoch 1726 | loss: 0.0312018 | val_loss: 0.0312004 | Time: 1406.48 ms
[2022-04-10 02:08:33 main:574] : INFO : Epoch 1727 | loss: 0.0312019 | val_loss: 0.0312004 | Time: 1388.03 ms
[2022-04-10 02:08:34 main:574] : INFO : Epoch 1728 | loss: 0.0312014 | val_loss: 0.0312 | Time: 1411.44 ms
[2022-04-10 02:08:35 main:574] : INFO : Epoch 1729 | loss: 0.0312014 | val_loss: 0.0311995 | Time: 1390.02 ms
[2022-04-10 02:08:37 main:574] : INFO : Epoch 1730 | loss: 0.031202 | val_loss: 0.0311999 | Time: 1396.23 ms
[2022-04-10 02:08:38 main:574] : INFO : Epoch 1731 | loss: 0.0312007 | val_loss: 0.0311997 | Time: 1397.12 ms
[2022-04-10 02:08:40 main:574] : INFO : Epoch 1732 | loss: 0.0312004 | val_loss: 0.0311992 | Time: 1391.34 ms
[2022-04-10 02:08:41 main:574] : INFO : Epoch 1733 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 1404.68 ms
[2022-04-10 02:08:42 main:574] : INFO : Epoch 1734 | loss: 0.0312006 | val_loss: 0.0311988 | Time: 1383.59 ms
[2022-04-10 02:08:44 main:574] : INFO : Epoch 1735 | loss: 0.0312006 | val_loss: 0.0311987 | Time: 1419.7 ms
[2022-04-10 02:08:45 main:574] : INFO : Epoch 1736 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 1387.82 ms
[2022-04-10 02:08:47 main:574] : INFO : Epoch 1737 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 1397.08 ms
[2022-04-10 02:08:48 main:574] : INFO : Epoch 1738 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 1398.93 ms
[2022-04-10 02:08:50 main:574] : INFO : Epoch 1739 | loss: 0.0311994 | val_loss: 0.0311985 | Time: 1386.5 ms
[2022-04-10 02:08:51 main:574] : INFO : Epoch 1740 | loss: 0.0311994 | val_loss: 0.0311991 | Time: 1404.27 ms
[2022-04-10 02:08:52 main:574] : INFO : Epoch 1741 | loss: 0.031199 | val_loss: 0.0311981 | Time: 1384.04 ms
[2022-04-10 02:08:54 main:574] : INFO : Epoch 1742 | loss: 0.0311988 | val_loss: 0.0311983 | Time: 1407.59 ms
[2022-04-10 02:08:55 main:574] : INFO : Epoch 1743 | loss: 0.0311987 | val_loss: 0.0311979 | Time: 1391.39 ms
[2022-04-10 02:08:57 main:574] : INFO : Epoch 1744 | loss: 0.0311984 | val_loss: 0.0311987 | Time: 1394.66 ms
[2022-04-10 02:08:58 main:574] : INFO : Epoch 1745 | loss: 0.0311986 | val_loss: 0.0311984 | Time: 1402.19 ms
[2022-04-10 02:08:59 main:574] : INFO : Epoch 1746 | loss: 0.0311982 | val_loss: 0.0311976 | Time: 1382.15 ms
[2022-04-10 02:09:01 main:574] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.0311977 | Time: 1404.92 ms
[2022-04-10 02:09:02 main:574] : INFO : Epoch 1748 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 1384.1 ms
[2022-04-10 02:09:04 main:574] : INFO : Epoch 1749 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 1402.23 ms
[2022-04-10 02:09:05 main:574] : INFO : Epoch 1750 | loss: 0.0311975 | val_loss: 0.0311972 | Time: 1393.09 ms
[2022-04-10 02:09:06 main:574] : INFO : Epoch 1751 | loss: 0.0311987 | val_loss: 0.0311973 | Time: 1381 ms
[2022-04-10 02:09:08 main:574] : INFO : Epoch 1752 | loss: 0.0311981 | val_loss: 0.0311972 | Time: 1403.68 ms
[2022-04-10 02:09:09 main:574] : INFO : Epoch 1753 | loss: 0.0311974 | val_loss: 0.0311972 | Time: 1382.35 ms
[2022-04-10 02:09:11 main:574] : INFO : Epoch 1754 | loss: 0.0311977 | val_loss: 0.0311986 | Time: 1406.25 ms
[2022-04-10 02:09:12 main:574] : INFO : Epoch 1755 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 1389.78 ms
[2022-04-10 02:09:13 main:574] : INFO : Epoch 1756 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 1399.16 ms
[2022-04-10 02:09:15 main:574] : INFO : Epoch 1757 | loss: 0.0311968 | val_loss: 0.0311971 | Time: 1400.95 ms
[2022-04-10 02:09:16 main:574] : INFO : Epoch 1758 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 1383.93 ms
[2022-04-10 02:09:18 main:574] : INFO : Epoch 1759 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 1406.97 ms
[2022-04-10 02:09:19 main:574] : INFO : Epoch 1760 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 1381 ms
[2022-04-10 02:09:21 main:574] : INFO : Epoch 1761 | loss: 0.0311965 | val_loss: 0.0311966 | Time: 1402.84 ms
[2022-04-10 02:09:22 main:574] : INFO : Epoch 1762 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 1393.46 ms
[2022-04-10 02:09:23 main:574] : INFO : Epoch 1763 | loss: 0.0311967 | val_loss: 0.0311968 | Time: 1396.32 ms
[2022-04-10 02:09:25 main:574] : INFO : Epoch 1764 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 1403.91 ms
[2022-04-10 02:09:26 main:574] : INFO : Epoch 1765 | loss: 0.0311966 | val_loss: 0.0311965 | Time: 1379.79 ms
[2022-04-10 02:09:28 main:574] : INFO : Epoch 1766 | loss: 0.0311963 | val_loss: 0.0311964 | Time: 1404.8 ms
[2022-04-10 02:09:29 main:574] : INFO : Epoch 1767 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 1382.7 ms
[2022-04-10 02:09:30 main:574] : INFO : Epoch 1768 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 1404.45 ms
[2022-04-10 02:09:32 main:574] : INFO : Epoch 1769 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1395.24 ms
[2022-04-10 02:09:33 main:574] : INFO : Epoch 1770 | loss: 0.0311959 | val_loss: 0.0311961 | Time: 1390.44 ms
[2022-04-10 02:09:35 main:574] : INFO : Epoch 1771 | loss: 0.0311956 | val_loss: 0.0311966 | Time: 1406.53 ms
[2022-04-10 02:09:36 main:574] : INFO : Epoch 1772 | loss: 0.0311955 | val_loss: 0.0311957 | Time: 1376.75 ms
[2022-04-10 02:09:38 main:574] : INFO : Epoch 1773 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 1404.55 ms
[2022-04-10 02:09:39 main:574] : INFO : Epoch 1774 | loss: 0.0311951 | val_loss: 0.0311952 | Time: 1385.62 ms
[2022-04-10 02:09:40 main:574] : INFO : Epoch 1775 | loss: 0.0311955 | val_loss: 0.0311953 | Time: 1401.64 ms
[2022-04-10 02:09:42 main:574] : INFO : Epoch 1776 | loss: 0.0311963 | val_loss: 0.0311956 | Time: 1394.81 ms
[2022-04-10 02:09:43 main:574] : INFO : Epoch 1777 | loss: 0.031195 | val_loss: 0.031195 | Time: 1389.54 ms
[2022-04-10 02:09:45 main:574] : INFO : Epoch 1778 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 1412.15 ms
[2022-04-10 02:09:46 main:574] : INFO : Epoch 1779 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 1398.84 ms
[2022-04-10 02:09:48 main:574] : INFO : Epoch 1780 | loss: 0.0311946 | val_loss: 0.031195 | Time: 1405.54 ms
[2022-04-10 02:09:49 main:574] : INFO : Epoch 1781 | loss: 0.0311946 | val_loss: 0.0311953 | Time: 1389.76 ms
[2022-04-10 02:09:50 main:574] : INFO : Epoch 1782 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 1401.11 ms
[2022-04-10 02:09:52 main:574] : INFO : Epoch 1783 | loss: 0.0311944 | val_loss: 0.0311955 | Time: 1398.89 ms
[2022-04-10 02:09:53 main:574] : INFO : Epoch 1784 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 1384.53 ms
[2022-04-10 02:09:55 main:574] : INFO : Epoch 1785 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 1410.01 ms
[2022-04-10 02:09:56 main:574] : INFO : Epoch 1786 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 1377.49 ms
[2022-04-10 02:09:57 main:574] : INFO : Epoch 1787 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 1407.54 ms
[2022-04-10 02:09:59 main:574] : INFO : Epoch 1788 | loss: 0.0311938 | val_loss: 0.031195 | Time: 1398.16 ms
[2022-04-10 02:10:00 main:574] : INFO : Epoch 1789 | loss: 0.0311937 | val_loss: 0.0311954 | Time: 1400.46 ms
[2022-04-10 02:10:02 main:574] : INFO : Epoch 1790 | loss: 0.031194 | val_loss: 0.0311957 | Time: 1401.02 ms
[2022-04-10 02:10:03 main:574] : INFO : Epoch 1791 | loss: 0.0311937 | val_loss: 0.0311954 | Time: 1389.85 ms
[2022-04-10 02:10:05 main:574] : INFO : Epoch 1792 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 1407.56 ms
[2022-04-10 02:10:06 main:574] : INFO : Epoch 1793 | loss: 0.0311945 | val_loss: 0.0311934 | Time: 1380.09 ms
[2022-04-10 02:10:07 main:574] : INFO : Epoch 1794 | loss: 0.0311937 | val_loss: 0.0311934 | Time: 1406.19 ms
[2022-04-10 02:10:09 main:574] : INFO : Epoch 1795 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 1393.64 ms
[2022-04-10 02:10:10 main:574] : INFO : Epoch 1796 | loss: 0.0311939 | val_loss: 0.0311941 | Time: 1394.29 ms
[2022-04-10 02:10:12 main:574] : INFO : Epoch 1797 | loss: 0.0311937 | val_loss: 0.0311925 | Time: 1405.25 ms
[2022-04-10 02:10:13 main:574] : INFO : Epoch 1798 | loss: 0.031193 | val_loss: 0.0311923 | Time: 1384.62 ms
[2022-04-10 02:10:15 main:574] : INFO : Epoch 1799 | loss: 0.0311933 | val_loss: 0.0311922 | Time: 1406.43 ms
[2022-04-10 02:10:16 main:574] : INFO : Epoch 1800 | loss: 0.0311925 | val_loss: 0.0311922 | Time: 1382.83 ms
[2022-04-10 02:10:17 main:574] : INFO : Epoch 1801 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 1403.69 ms
[2022-04-10 02:10:19 main:574] : INFO : Epoch 1802 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 1393.44 ms
[2022-04-10 02:10:20 main:574] : INFO : Epoch 1803 | loss: 0.031192 | val_loss: 0.0311934 | Time: 1396.75 ms
[2022-04-10 02:10:22 main:574] : INFO : Epoch 1804 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1407.95 ms
[2022-04-10 02:10:23 main:574] : INFO : Epoch 1805 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 1378.69 ms
[2022-04-10 02:10:24 main:574] : INFO : Epoch 1806 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 1406.58 ms
[2022-04-10 02:10:26 main:574] : INFO : Epoch 1807 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 1382.42 ms
[2022-04-10 02:10:27 main:574] : INFO : Epoch 1808 | loss: 0.0311918 | val_loss: 0.0311929 | Time: 1403.76 ms
[2022-04-10 02:10:29 main:574] : INFO : Epoch 1809 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 1395.28 ms
[2022-04-10 02:10:30 main:574] : INFO : Epoch 1810 | loss: 0.031192 | val_loss: 0.031193 | Time: 1381.18 ms
[2022-04-10 02:10:32 main:574] : INFO : Epoch 1811 | loss: 0.031192 | val_loss: 0.0311917 | Time: 1405.69 ms
[2022-04-10 02:10:33 main:574] : INFO : Epoch 1812 | loss: 0.031191 | val_loss: 0.0311918 | Time: 1382.89 ms
[2022-04-10 02:10:34 main:574] : INFO : Epoch 1813 | loss: 0.0311912 | val_loss: 0.0311927 | Time: 1405.71 ms
[2022-04-10 02:10:36 main:574] : INFO : Epoch 1814 | loss: 0.0311915 | val_loss: 0.0311915 | Time: 1385.85 ms
[2022-04-10 02:10:37 main:574] : INFO : Epoch 1815 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1401.16 ms
[2022-04-10 02:10:39 main:574] : INFO : Epoch 1816 | loss: 0.0311916 | val_loss: 0.0311926 | Time: 1396.49 ms
[2022-04-10 02:10:40 main:574] : INFO : Epoch 1817 | loss: 0.0311915 | val_loss: 0.031192 | Time: 1395.85 ms
[2022-04-10 02:10:42 main:574] : INFO : Epoch 1818 | loss: 0.0311916 | val_loss: 0.0311916 | Time: 1403.88 ms
[2022-04-10 02:10:43 main:574] : INFO : Epoch 1819 | loss: 0.031191 | val_loss: 0.0311943 | Time: 1381.93 ms
[2022-04-10 02:10:44 main:574] : INFO : Epoch 1820 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 1413.37 ms
[2022-04-10 02:10:46 main:574] : INFO : Epoch 1821 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 1395.68 ms
[2022-04-10 02:10:47 main:574] : INFO : Epoch 1822 | loss: 0.0311913 | val_loss: 0.0311917 | Time: 1407.68 ms
[2022-04-10 02:10:49 main:574] : INFO : Epoch 1823 | loss: 0.0311918 | val_loss: 0.0311935 | Time: 1402.29 ms
[2022-04-10 02:10:50 main:574] : INFO : Epoch 1824 | loss: 0.031192 | val_loss: 0.031191 | Time: 1385.19 ms
[2022-04-10 02:10:52 main:574] : INFO : Epoch 1825 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 1403.09 ms
[2022-04-10 02:10:53 main:574] : INFO : Epoch 1826 | loss: 0.0311909 | val_loss: 0.031191 | Time: 1379.95 ms
[2022-04-10 02:10:54 main:574] : INFO : Epoch 1827 | loss: 0.0311913 | val_loss: 0.0311914 | Time: 1407.95 ms
[2022-04-10 02:10:56 main:574] : INFO : Epoch 1828 | loss: 0.0311908 | val_loss: 0.0311911 | Time: 1389.86 ms
[2022-04-10 02:10:57 main:574] : INFO : Epoch 1829 | loss: 0.0311917 | val_loss: 0.0311912 | Time: 1396.45 ms
[2022-04-10 02:10:59 main:574] : INFO : Epoch 1830 | loss: 0.0311911 | val_loss: 0.0311914 | Time: 1402.15 ms
[2022-04-10 02:11:00 main:574] : INFO : Epoch 1831 | loss: 0.0311914 | val_loss: 0.031192 | Time: 1383.9 ms
[2022-04-10 02:11:01 main:574] : INFO : Epoch 1832 | loss: 0.031192 | val_loss: 0.031192 | Time: 1403.49 ms
[2022-04-10 02:11:03 main:574] : INFO : Epoch 1833 | loss: 0.0311913 | val_loss: 0.031191 | Time: 1382.05 ms
[2022-04-10 02:11:04 main:574] : INFO : Epoch 1834 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 1402.8 ms
[2022-04-10 02:11:06 main:574] : INFO : Epoch 1835 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 1393.36 ms
[2022-04-10 02:11:07 main:574] : INFO : Epoch 1836 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 1397.98 ms
[2022-04-10 02:11:08 main:574] : INFO : Epoch 1837 | loss: 0.0311912 | val_loss: 0.031195 | Time: 1403.76 ms
[2022-04-10 02:11:10 main:574] : INFO : Epoch 1838 | loss: 0.0311921 | val_loss: 0.0311949 | Time: 1379.57 ms
[2022-04-10 02:11:11 main:574] : INFO : Epoch 1839 | loss: 0.0311907 | val_loss: 0.0311926 | Time: 1405.6 ms
[2022-04-10 02:11:13 main:574] : INFO : Epoch 1840 | loss: 0.031191 | val_loss: 0.0311904 | Time: 1385.77 ms
[2022-04-10 02:11:14 main:574] : INFO : Epoch 1841 | loss: 0.0311899 | val_loss: 0.0311906 | Time: 1401.3 ms
[2022-04-10 02:11:15 main:574] : INFO : Epoch 1842 | loss: 0.0311901 | val_loss: 0.0311949 | Time: 1399.82 ms
[2022-04-10 02:11:17 main:574] : INFO : Epoch 1843 | loss: 0.0311936 | val_loss: 0.0311921 | Time: 1389.94 ms
[2022-04-10 02:11:18 main:574] : INFO : Epoch 1844 | loss: 0.0311921 | val_loss: 0.0311909 | Time: 1406.73 ms
[2022-04-10 02:11:20 main:574] : INFO : Epoch 1845 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 1380.82 ms
[2022-04-10 02:11:21 main:574] : INFO : Epoch 1846 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 1405.32 ms
[2022-04-10 02:11:23 main:574] : INFO : Epoch 1847 | loss: 0.03119 | val_loss: 0.0311911 | Time: 1390.76 ms
[2022-04-10 02:11:24 main:574] : INFO : Epoch 1848 | loss: 0.0311901 | val_loss: 0.0311908 | Time: 1396.02 ms
[2022-04-10 02:11:25 main:574] : INFO : Epoch 1849 | loss: 0.0311897 | val_loss: 0.0311905 | Time: 1401.87 ms
[2022-04-10 02:11:27 main:574] : INFO : Epoch 1850 | loss: 0.0311901 | val_loss: 0.0311908 | Time: 1382.56 ms
[2022-04-10 02:11:28 main:574] : INFO : Epoch 1851 | loss: 0.0311914 | val_loss: 0.0311925 | Time: 1405.94 ms
[2022-04-10 02:11:30 main:574] : INFO : Epoch 1852 | loss: 0.0311905 | val_loss: 0.0311904 | Time: 1379.7 ms
[2022-04-10 02:11:31 main:574] : INFO : Epoch 1853 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 1404.93 ms
[2022-04-10 02:11:32 main:574] : INFO : Epoch 1854 | loss: 0.03119 | val_loss: 0.0311918 | Time: 1393.37 ms
[2022-04-10 02:11:34 main:574] : INFO : Epoch 1855 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 1397.79 ms
[2022-04-10 02:11:35 main:574] : INFO : Epoch 1856 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 1400.62 ms
[2022-04-10 02:11:37 main:574] : INFO : Epoch 1857 | loss: 0.0311899 | val_loss: 0.0311906 | Time: 1379.1 ms
[2022-04-10 02:11:38 main:574] : INFO : Epoch 1858 | loss: 0.0311901 | val_loss: 0.0311912 | Time: 1397.05 ms
[2022-04-10 02:11:39 main:574] : INFO : Epoch 1859 | loss: 0.0311898 | val_loss: 0.0311912 | Time: 1390.04 ms
[2022-04-10 02:11:41 main:574] : INFO : Epoch 1860 | loss: 0.0311892 | val_loss: 0.031192 | Time: 1400.16 ms
[2022-04-10 02:11:42 main:574] : INFO : Epoch 1861 | loss: 0.03119 | val_loss: 0.0311921 | Time: 1400.08 ms
[2022-04-10 02:11:44 main:574] : INFO : Epoch 1862 | loss: 0.0311919 | val_loss: 0.0311925 | Time: 1389.37 ms
[2022-04-10 02:11:45 main:574] : INFO : Epoch 1863 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 1413.27 ms
[2022-04-10 02:11:46 main:574] : INFO : Epoch 1864 | loss: 0.0311899 | val_loss: 0.0311906 | Time: 1387.82 ms
[2022-04-10 02:11:48 main:574] : INFO : Epoch 1865 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 1403.8 ms
[2022-04-10 02:11:49 main:574] : INFO : Epoch 1866 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 1396.79 ms
[2022-04-10 02:11:51 main:574] : INFO : Epoch 1867 | loss: 0.0311891 | val_loss: 0.031191 | Time: 1392.21 ms
[2022-04-10 02:11:52 main:574] : INFO : Epoch 1868 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 1405.54 ms
[2022-04-10 02:11:54 main:574] : INFO : Epoch 1869 | loss: 0.0311887 | val_loss: 0.0311906 | Time: 1380.32 ms
[2022-04-10 02:11:55 main:574] : INFO : Epoch 1870 | loss: 0.0311896 | val_loss: 0.0311911 | Time: 1405.34 ms
[2022-04-10 02:11:56 main:574] : INFO : Epoch 1871 | loss: 0.0311885 | val_loss: 0.0311905 | Time: 1381.38 ms
[2022-04-10 02:11:58 main:574] : INFO : Epoch 1872 | loss: 0.0311885 | val_loss: 0.0311916 | Time: 1396.81 ms
[2022-04-10 02:11:59 main:574] : INFO : Epoch 1873 | loss: 0.0311894 | val_loss: 0.0311928 | Time: 1395.42 ms
[2022-04-10 02:12:01 main:574] : INFO : Epoch 1874 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1391.31 ms
[2022-04-10 02:12:02 main:574] : INFO : Epoch 1875 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 1404.83 ms
[2022-04-10 02:12:03 main:574] : INFO : Epoch 1876 | loss: 0.03119 | val_loss: 0.0311923 | Time: 1384.56 ms
[2022-04-10 02:12:05 main:574] : INFO : Epoch 1877 | loss: 0.0311909 | val_loss: 0.031192 | Time: 1405.68 ms
[2022-04-10 02:12:06 main:574] : INFO : Epoch 1878 | loss: 0.0311905 | val_loss: 0.0311914 | Time: 1387.87 ms
[2022-04-10 02:12:08 main:574] : INFO : Epoch 1879 | loss: 0.031192 | val_loss: 0.0311957 | Time: 1402.66 ms
[2022-04-10 02:12:09 main:574] : INFO : Epoch 1880 | loss: 0.0311911 | val_loss: 0.0311901 | Time: 1404.52 ms
[2022-04-10 02:12:10 main:574] : INFO : Epoch 1881 | loss: 0.0311912 | val_loss: 0.031199 | Time: 1386.73 ms
[2022-04-10 02:12:12 main:574] : INFO : Epoch 1882 | loss: 0.0311908 | val_loss: 0.0311911 | Time: 1404.03 ms
[2022-04-10 02:12:13 main:574] : INFO : Epoch 1883 | loss: 0.0311893 | val_loss: 0.0311907 | Time: 1383.66 ms
[2022-04-10 02:12:15 main:574] : INFO : Epoch 1884 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 1411.42 ms
[2022-04-10 02:12:16 main:574] : INFO : Epoch 1885 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 1391.23 ms
[2022-04-10 02:12:17 main:574] : INFO : Epoch 1886 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 1391.91 ms
[2022-04-10 02:12:19 main:574] : INFO : Epoch 1887 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 1401.05 ms
[2022-04-10 02:12:20 main:574] : INFO : Epoch 1888 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 1380.3 ms
[2022-04-10 02:12:22 main:574] : INFO : Epoch 1889 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 1405.69 ms
[2022-04-10 02:12:23 main:574] : INFO : Epoch 1890 | loss: 0.0311886 | val_loss: 0.0311953 | Time: 1383.22 ms
[2022-04-10 02:12:24 main:574] : INFO : Epoch 1891 | loss: 0.0311909 | val_loss: 0.0311949 | Time: 1400.1 ms
[2022-04-10 02:12:26 main:574] : INFO : Epoch 1892 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 1398.31 ms
[2022-04-10 02:12:27 main:574] : INFO : Epoch 1893 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 1392.86 ms
[2022-04-10 02:12:29 main:574] : INFO : Epoch 1894 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 1401.81 ms
[2022-04-10 02:12:30 main:574] : INFO : Epoch 1895 | loss: 0.0311874 | val_loss: 0.0311938 | Time: 1381.96 ms
[2022-04-10 02:12:32 main:574] : INFO : Epoch 1896 | loss: 0.0311903 | val_loss: 0.0311904 | Time: 1403.81 ms
[2022-04-10 02:12:33 main:574] : INFO : Epoch 1897 | loss: 0.0311889 | val_loss: 0.031193 | Time: 1390.41 ms
[2022-04-10 02:12:34 main:574] : INFO : Epoch 1898 | loss: 0.0311893 | val_loss: 0.0311915 | Time: 1395.88 ms
[2022-04-10 02:12:36 main:574] : INFO : Epoch 1899 | loss: 0.031191 | val_loss: 0.0311965 | Time: 1402.6 ms
[2022-04-10 02:12:37 main:574] : INFO : Epoch 1900 | loss: 0.0311891 | val_loss: 0.0311886 | Time: 1380.66 ms
[2022-04-10 02:12:39 main:574] : INFO : Epoch 1901 | loss: 0.0311879 | val_loss: 0.0311892 | Time: 1403.15 ms
[2022-04-10 02:12:40 main:574] : INFO : Epoch 1902 | loss: 0.0311882 | val_loss: 0.0311892 | Time: 1383.53 ms
[2022-04-10 02:12:41 main:574] : INFO : Epoch 1903 | loss: 0.0311897 | val_loss: 0.0311961 | Time: 1405.42 ms
[2022-04-10 02:12:43 main:574] : INFO : Epoch 1904 | loss: 0.0311908 | val_loss: 0.0311897 | Time: 1398.9 ms
[2022-04-10 02:12:44 main:574] : INFO : Epoch 1905 | loss: 0.0311965 | val_loss: 0.0311935 | Time: 1398.14 ms
[2022-04-10 02:12:46 main:574] : INFO : Epoch 1906 | loss: 0.0311924 | val_loss: 0.0311885 | Time: 1404.88 ms
[2022-04-10 02:12:47 main:574] : INFO : Epoch 1907 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 1390.79 ms
[2022-04-10 02:12:48 main:574] : INFO : Epoch 1908 | loss: 0.031188 | val_loss: 0.0311889 | Time: 1409.25 ms
[2022-04-10 02:12:50 main:574] : INFO : Epoch 1909 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 1387.95 ms
[2022-04-10 02:12:51 main:574] : INFO : Epoch 1910 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 1395.61 ms
[2022-04-10 02:12:53 main:574] : INFO : Epoch 1911 | loss: 0.0311874 | val_loss: 0.0311877 | Time: 1400.11 ms
[2022-04-10 02:12:54 main:574] : INFO : Epoch 1912 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 1388.16 ms
[2022-04-10 02:12:55 main:574] : INFO : Epoch 1913 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 1402.94 ms
[2022-04-10 02:12:57 main:574] : INFO : Epoch 1914 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1382.82 ms
[2022-04-10 02:12:58 main:574] : INFO : Epoch 1915 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 1404.06 ms
[2022-04-10 02:13:00 main:574] : INFO : Epoch 1916 | loss: 0.0311875 | val_loss: 0.0311927 | Time: 1388.31 ms
[2022-04-10 02:13:01 main:574] : INFO : Epoch 1917 | loss: 0.0311878 | val_loss: 0.03119 | Time: 1391.22 ms
[2022-04-10 02:13:02 main:574] : INFO : Epoch 1918 | loss: 0.0311899 | val_loss: 0.031191 | Time: 1405.23 ms
[2022-04-10 02:13:04 main:574] : INFO : Epoch 1919 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 1383.11 ms
[2022-04-10 02:13:05 main:574] : INFO : Epoch 1920 | loss: 0.0311904 | val_loss: 0.0311896 | Time: 1408.49 ms
[2022-04-10 02:13:07 main:574] : INFO : Epoch 1921 | loss: 0.0311907 | val_loss: 0.0311876 | Time: 1382.12 ms
[2022-04-10 02:13:08 main:574] : INFO : Epoch 1922 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 1403.78 ms
[2022-04-10 02:13:10 main:574] : INFO : Epoch 1923 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 1394.97 ms
[2022-04-10 02:13:11 main:574] : INFO : Epoch 1924 | loss: 0.031187 | val_loss: 0.0311873 | Time: 1393.75 ms
[2022-04-10 02:13:12 main:574] : INFO : Epoch 1925 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 1405.01 ms
[2022-04-10 02:13:14 main:574] : INFO : Epoch 1926 | loss: 0.0311872 | val_loss: 0.0311937 | Time: 1384.74 ms
[2022-04-10 02:13:15 main:574] : INFO : Epoch 1927 | loss: 0.0311887 | val_loss: 0.0311885 | Time: 1405.6 ms
[2022-04-10 02:13:17 main:574] : INFO : Epoch 1928 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 1387.38 ms
[2022-04-10 02:13:18 main:574] : INFO : Epoch 1929 | loss: 0.0311896 | val_loss: 0.0311906 | Time: 1400.3 ms
[2022-04-10 02:13:19 main:574] : INFO : Epoch 1930 | loss: 0.0311907 | val_loss: 0.0311895 | Time: 1400.84 ms
[2022-04-10 02:13:21 main:574] : INFO : Epoch 1931 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 1390.29 ms
[2022-04-10 02:13:22 main:574] : INFO : Epoch 1932 | loss: 0.0311885 | val_loss: 0.0311872 | Time: 1404.64 ms
[2022-04-10 02:13:24 main:574] : INFO : Epoch 1933 | loss: 0.0311888 | val_loss: 0.0311922 | Time: 1378.49 ms
[2022-04-10 02:13:25 main:574] : INFO : Epoch 1934 | loss: 0.031191 | val_loss: 0.0311911 | Time: 1406.07 ms
[2022-04-10 02:13:26 main:574] : INFO : Epoch 1935 | loss: 0.0311879 | val_loss: 0.0311877 | Time: 1390.78 ms
[2022-04-10 02:13:28 main:574] : INFO : Epoch 1936 | loss: 0.031188 | val_loss: 0.0311881 | Time: 1394.73 ms
[2022-04-10 02:13:29 main:574] : INFO : Epoch 1937 | loss: 0.031189 | val_loss: 0.0311893 | Time: 1403.08 ms
[2022-04-10 02:13:31 main:574] : INFO : Epoch 1938 | loss: 0.0311892 | val_loss: 0.03119 | Time: 1381.05 ms
[2022-04-10 02:13:32 main:574] : INFO : Epoch 1939 | loss: 0.031187 | val_loss: 0.0311884 | Time: 1405.5 ms
[2022-04-10 02:13:34 main:574] : INFO : Epoch 1940 | loss: 0.0311864 | val_loss: 0.031188 | Time: 1380.92 ms
[2022-04-10 02:13:35 main:574] : INFO : Epoch 1941 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 1405.92 ms
[2022-04-10 02:13:36 main:574] : INFO : Epoch 1942 | loss: 0.0311903 | val_loss: 0.0311899 | Time: 1392.73 ms
[2022-04-10 02:13:38 main:574] : INFO : Epoch 1943 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 1394.77 ms
[2022-04-10 02:13:39 main:574] : INFO : Epoch 1944 | loss: 0.0311869 | val_loss: 0.0311877 | Time: 1414.43 ms
[2022-04-10 02:13:41 main:574] : INFO : Epoch 1945 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 1384.1 ms
[2022-04-10 02:13:42 main:574] : INFO : Epoch 1946 | loss: 0.031188 | val_loss: 0.0311896 | Time: 1407.23 ms
[2022-04-10 02:13:44 main:574] : INFO : Epoch 1947 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 1391.57 ms
[2022-04-10 02:13:45 main:574] : INFO : Epoch 1948 | loss: 0.0311885 | val_loss: 0.0311933 | Time: 1403.51 ms
[2022-04-10 02:13:46 main:574] : INFO : Epoch 1949 | loss: 0.0311899 | val_loss: 0.0311979 | Time: 1414.77 ms
[2022-04-10 02:13:48 main:574] : INFO : Epoch 1950 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 1394.56 ms
[2022-04-10 02:13:49 main:574] : INFO : Epoch 1951 | loss: 0.031189 | val_loss: 0.031196 | Time: 1403.81 ms
[2022-04-10 02:13:51 main:574] : INFO : Epoch 1952 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 1383.63 ms
[2022-04-10 02:13:52 main:574] : INFO : Epoch 1953 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1404.21 ms
[2022-04-10 02:13:53 main:574] : INFO : Epoch 1954 | loss: 0.0311871 | val_loss: 0.0311891 | Time: 1384.42 ms
[2022-04-10 02:13:55 main:574] : INFO : Epoch 1955 | loss: 0.0311885 | val_loss: 0.0311876 | Time: 1400.33 ms
[2022-04-10 02:13:56 main:574] : INFO : Epoch 1956 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 1396.77 ms
[2022-04-10 02:13:58 main:574] : INFO : Epoch 1957 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 1388.71 ms
[2022-04-10 02:13:59 main:574] : INFO : Epoch 1958 | loss: 0.0311889 | val_loss: 0.0311872 | Time: 1405.4 ms
[2022-04-10 02:14:01 main:574] : INFO : Epoch 1959 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 1380.41 ms
[2022-04-10 02:14:02 main:574] : INFO : Epoch 1960 | loss: 0.0311889 | val_loss: 0.0311872 | Time: 1407.29 ms
[2022-04-10 02:14:03 main:574] : INFO : Epoch 1961 | loss: 0.0311883 | val_loss: 0.0311869 | Time: 1390.35 ms
[2022-04-10 02:14:05 main:574] : INFO : Epoch 1962 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 1400.77 ms
[2022-04-10 02:14:06 main:574] : INFO : Epoch 1963 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 1404.45 ms
[2022-04-10 02:14:08 main:574] : INFO : Epoch 1964 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 1382.84 ms
[2022-04-10 02:14:09 main:574] : INFO : Epoch 1965 | loss: 0.0311874 | val_loss: 0.0311869 | Time: 1407.31 ms
[2022-04-10 02:14:10 main:574] : INFO : Epoch 1966 | loss: 0.0311863 | val_loss: 0.0311856 | Time: 1378.51 ms
[2022-04-10 02:14:12 main:574] : INFO : Epoch 1967 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 1403.51 ms
[2022-04-10 02:14:13 main:574] : INFO : Epoch 1968 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 1391.8 ms
[2022-04-10 02:14:15 main:574] : INFO : Epoch 1969 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 1392.56 ms
[2022-04-10 02:14:16 main:574] : INFO : Epoch 1970 | loss: 0.0311892 | val_loss: 0.031196 | Time: 1406.32 ms
[2022-04-10 02:14:17 main:574] : INFO : Epoch 1971 | loss: 0.0311884 | val_loss: 0.0311868 | Time: 1384.2 ms
[2022-04-10 02:14:19 main:574] : INFO : Epoch 1972 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 1408.18 ms
[2022-04-10 02:14:20 main:574] : INFO : Epoch 1973 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1384.52 ms
[2022-04-10 02:14:22 main:574] : INFO : Epoch 1974 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 1400.11 ms
[2022-04-10 02:14:23 main:574] : INFO : Epoch 1975 | loss: 0.0311913 | val_loss: 0.0311908 | Time: 1400.24 ms
[2022-04-10 02:14:25 main:574] : INFO : Epoch 1976 | loss: 0.0311885 | val_loss: 0.0311859 | Time: 1392.18 ms
[2022-04-10 02:14:26 main:574] : INFO : Epoch 1977 | loss: 0.0311854 | val_loss: 0.0311899 | Time: 1407.36 ms
[2022-04-10 02:14:27 main:574] : INFO : Epoch 1978 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 1382.91 ms
[2022-04-10 02:14:29 main:574] : INFO : Epoch 1979 | loss: 0.0311887 | val_loss: 0.0311861 | Time: 1405.01 ms
[2022-04-10 02:14:30 main:574] : INFO : Epoch 1980 | loss: 0.031185 | val_loss: 0.0311866 | Time: 1388.3 ms
[2022-04-10 02:14:32 main:574] : INFO : Epoch 1981 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 1396.16 ms
[2022-04-10 02:14:33 main:574] : INFO : Epoch 1982 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 1399.3 ms
[2022-04-10 02:14:34 main:574] : INFO : Epoch 1983 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 1385.23 ms
[2022-04-10 02:14:36 main:574] : INFO : Epoch 1984 | loss: 0.0311872 | val_loss: 0.0311856 | Time: 1404.25 ms
[2022-04-10 02:14:37 main:574] : INFO : Epoch 1985 | loss: 0.0311861 | val_loss: 0.031187 | Time: 1380.51 ms
[2022-04-10 02:14:39 main:574] : INFO : Epoch 1986 | loss: 0.0311851 | val_loss: 0.0311877 | Time: 1406.12 ms
[2022-04-10 02:14:40 main:574] : INFO : Epoch 1987 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 1391.8 ms
[2022-04-10 02:14:41 main:574] : INFO : Epoch 1988 | loss: 0.0311886 | val_loss: 0.0311907 | Time: 1394.23 ms
[2022-04-10 02:14:43 main:574] : INFO : Epoch 1989 | loss: 0.0311865 | val_loss: 0.0311879 | Time: 1405.18 ms
[2022-04-10 02:14:44 main:574] : INFO : Epoch 1990 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 1388.45 ms
[2022-04-10 02:14:46 main:574] : INFO : Epoch 1991 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 1407.02 ms
[2022-04-10 02:14:47 main:574] : INFO : Epoch 1992 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 1376.33 ms
[2022-04-10 02:14:48 main:574] : INFO : Epoch 1993 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 1399.54 ms
[2022-04-10 02:14:50 main:574] : INFO : Epoch 1994 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 1396.83 ms
[2022-04-10 02:14:51 main:574] : INFO : Epoch 1995 | loss: 0.0311846 | val_loss: 0.0311862 | Time: 1386.66 ms
[2022-04-10 02:14:53 main:574] : INFO : Epoch 1996 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 1405.49 ms
[2022-04-10 02:14:54 main:574] : INFO : Epoch 1997 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 1380.8 ms
[2022-04-10 02:14:56 main:574] : INFO : Epoch 1998 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 1403.73 ms
[2022-04-10 02:14:57 main:574] : INFO : Epoch 1999 | loss: 0.0311862 | val_loss: 0.0311917 | Time: 1389.46 ms
[2022-04-10 02:14:58 main:574] : INFO : Epoch 2000 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 1397.54 ms
[2022-04-10 02:15:00 main:574] : INFO : Epoch 2001 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 1400.53 ms
[2022-04-10 02:15:01 main:574] : INFO : Epoch 2002 | loss: 0.0311872 | val_loss: 0.0311921 | Time: 1387.87 ms
[2022-04-10 02:15:03 main:574] : INFO : Epoch 2003 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 1403.73 ms
[2022-04-10 02:15:04 main:574] : INFO : Epoch 2004 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 1383.87 ms
[2022-04-10 02:15:06 main:574] : INFO : Epoch 2005 | loss: 0.0311853 | val_loss: 0.0311926 | Time: 1409.56 ms
[2022-04-10 02:15:07 main:574] : INFO : Epoch 2006 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 1393.66 ms
[2022-04-10 02:15:08 main:574] : INFO : Epoch 2007 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 1399.51 ms
[2022-04-10 02:15:10 main:574] : INFO : Epoch 2008 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 1402.63 ms
[2022-04-10 02:15:11 main:574] : INFO : Epoch 2009 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 1386.29 ms
[2022-04-10 02:15:13 main:574] : INFO : Epoch 2010 | loss: 0.0311847 | val_loss: 0.0311852 | Time: 1403.99 ms
[2022-04-10 02:15:14 main:574] : INFO : Epoch 2011 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 1383.18 ms
[2022-04-10 02:15:15 main:574] : INFO : Epoch 2012 | loss: 0.0311843 | val_loss: 0.0311893 | Time: 1401.84 ms
[2022-04-10 02:15:17 main:574] : INFO : Epoch 2013 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 1394.72 ms
[2022-04-10 02:15:18 main:574] : INFO : Epoch 2014 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 1390.36 ms
[2022-04-10 02:15:20 main:574] : INFO : Epoch 2015 | loss: 0.031183 | val_loss: 0.0311859 | Time: 1403.56 ms
[2022-04-10 02:15:21 main:574] : INFO : Epoch 2016 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 1379.73 ms
[2022-04-10 02:15:23 main:574] : INFO : Epoch 2017 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1405.8 ms
[2022-04-10 02:15:24 main:574] : INFO : Epoch 2018 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1377.78 ms
[2022-04-10 02:15:25 main:574] : INFO : Epoch 2019 | loss: 0.0311824 | val_loss: 0.031185 | Time: 1404.46 ms
[2022-04-10 02:15:27 main:574] : INFO : Epoch 2020 | loss: 0.031183 | val_loss: 0.0311864 | Time: 1392.62 ms
[2022-04-10 02:15:28 main:574] : INFO : Epoch 2021 | loss: 0.0311854 | val_loss: 0.0311846 | Time: 1386.66 ms
[2022-04-10 02:15:30 main:574] : INFO : Epoch 2022 | loss: 0.031183 | val_loss: 0.0311858 | Time: 1405.92 ms
[2022-04-10 02:15:31 main:574] : INFO : Epoch 2023 | loss: 0.0311841 | val_loss: 0.031187 | Time: 1379.69 ms
[2022-04-10 02:15:33 main:574] : INFO : Epoch 2024 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 1403.84 ms
[2022-04-10 02:15:34 main:574] : INFO : Epoch 2025 | loss: 0.0311829 | val_loss: 0.0311878 | Time: 1384.39 ms
[2022-04-10 02:15:35 main:574] : INFO : Epoch 2026 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 1399.02 ms
[2022-04-10 02:15:37 main:574] : INFO : Epoch 2027 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1396.28 ms
[2022-04-10 02:15:38 main:574] : INFO : Epoch 2028 | loss: 0.0311844 | val_loss: 0.0311856 | Time: 1384.63 ms
[2022-04-10 02:15:40 main:574] : INFO : Epoch 2029 | loss: 0.0311839 | val_loss: 0.0311904 | Time: 1404.93 ms
[2022-04-10 02:15:41 main:574] : INFO : Epoch 2030 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 1386.63 ms
[2022-04-10 02:15:42 main:574] : INFO : Epoch 2031 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1403.84 ms
[2022-04-10 02:15:44 main:574] : INFO : Epoch 2032 | loss: 0.031184 | val_loss: 0.031186 | Time: 1389.53 ms
[2022-04-10 02:15:45 main:574] : INFO : Epoch 2033 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 1395.46 ms
[2022-04-10 02:15:47 main:574] : INFO : Epoch 2034 | loss: 0.031185 | val_loss: 0.0311887 | Time: 1399.32 ms
[2022-04-10 02:15:48 main:574] : INFO : Epoch 2035 | loss: 0.0311834 | val_loss: 0.0311881 | Time: 1386.99 ms
[2022-04-10 02:15:49 main:574] : INFO : Epoch 2036 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 1403.49 ms
[2022-04-10 02:15:51 main:574] : INFO : Epoch 2037 | loss: 0.031183 | val_loss: 0.0311848 | Time: 1382.29 ms
[2022-04-10 02:15:52 main:574] : INFO : Epoch 2038 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 1402.21 ms
[2022-04-10 02:15:54 main:574] : INFO : Epoch 2039 | loss: 0.031187 | val_loss: 0.0312013 | Time: 1390.15 ms
[2022-04-10 02:15:55 main:574] : INFO : Epoch 2040 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 1394.82 ms
[2022-04-10 02:15:57 main:574] : INFO : Epoch 2041 | loss: 0.031185 | val_loss: 0.0311851 | Time: 1404.18 ms
[2022-04-10 02:15:58 main:574] : INFO : Epoch 2042 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 1384.1 ms
[2022-04-10 02:15:59 main:574] : INFO : Epoch 2043 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 1396.76 ms
[2022-04-10 02:16:01 main:574] : INFO : Epoch 2044 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 1384.01 ms
[2022-04-10 02:16:02 main:574] : INFO : Epoch 2045 | loss: 0.031183 | val_loss: 0.0311851 | Time: 1400.8 ms
[2022-04-10 02:16:04 main:574] : INFO : Epoch 2046 | loss: 0.0311829 | val_loss: 0.031185 | Time: 1392.33 ms
[2022-04-10 02:16:05 main:574] : INFO : Epoch 2047 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 1390.3 ms
[2022-04-10 02:16:07 main:574] : INFO : Epoch 2048 | loss: 0.0311843 | val_loss: 0.0311882 | Time: 1404.6 ms
[2022-04-10 02:16:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311882
[2022-04-10 02:16:07 main:603] : INFO : Saving end state to config to file
[2022-04-10 02:16:07 main:608] : INFO : Success, exiting..
02:16:07 (12856): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)