Task 13066729
| Name | ParityModified-1647041958-6349-0_1 |
| Workunit | 10088571 |
| Created | 13 Mar 2022, 19:11:44 UTC |
| Sent | 13 Mar 2022, 20:00:29 UTC |
| Report deadline | 21 Mar 2022, 20:00:29 UTC |
| Received | 13 Mar 2022, 21:50:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 49 min 15 sec |
| CPU time | 46 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309889 | val_loss: 0.0313206 | Time: 1544.65 ms
[2022-03-13 13:37:34 main:574] : INFO : Epoch 1543 | loss: 0.0309895 | val_loss: 0.0313561 | Time: 1333.36 ms
[2022-03-13 13:37:35 main:574] : INFO : Epoch 1544 | loss: 0.0310096 | val_loss: 0.031361 | Time: 1323.23 ms
[2022-03-13 13:37:36 main:574] : INFO : Epoch 1545 | loss: 0.031002 | val_loss: 0.0312763 | Time: 1333.79 ms
[2022-03-13 13:37:38 main:574] : INFO : Epoch 1546 | loss: 0.0309986 | val_loss: 0.0313257 | Time: 1322.87 ms
[2022-03-13 13:37:39 main:574] : INFO : Epoch 1547 | loss: 0.0309906 | val_loss: 0.0313148 | Time: 1333.77 ms
[2022-03-13 13:37:40 main:574] : INFO : Epoch 1548 | loss: 0.0309952 | val_loss: 0.0313127 | Time: 1330.06 ms
[2022-03-13 13:37:42 main:574] : INFO : Epoch 1549 | loss: 0.0309888 | val_loss: 0.0313225 | Time: 1593.23 ms
[2022-03-13 13:37:43 main:574] : INFO : Epoch 1550 | loss: 0.0309938 | val_loss: 0.0312984 | Time: 1334.09 ms
[2022-03-13 13:37:45 main:574] : INFO : Epoch 1551 | loss: 0.0309981 | val_loss: 0.0312981 | Time: 1345.74 ms
[2022-03-13 13:37:53 main:574] : INFO : Epoch 1552 | loss: 0.0309931 | val_loss: 0.0313107 | Time: 7793.98 ms
[2022-03-13 13:37:54 main:574] : INFO : Epoch 1553 | loss: 0.030998 | val_loss: 0.0313536 | Time: 1328.43 ms
[2022-03-13 13:37:55 main:574] : INFO : Epoch 1554 | loss: 0.0309925 | val_loss: 0.0313177 | Time: 1329.35 ms
[2022-03-13 13:37:57 main:574] : INFO : Epoch 1555 | loss: 0.0309856 | val_loss: 0.0313725 | Time: 1332.02 ms
[2022-03-13 13:37:58 main:574] : INFO : Epoch 1556 | loss: 0.030992 | val_loss: 0.031292 | Time: 1322.53 ms
[2022-03-13 13:37:59 main:574] : INFO : Epoch 1557 | loss: 0.0309947 | val_loss: 0.031327 | Time: 1329.14 ms
[2022-03-13 13:38:01 main:574] : INFO : Epoch 1558 | loss: 0.0309891 | val_loss: 0.0313208 | Time: 1329.31 ms
[2022-03-13 13:38:02 main:574] : INFO : Epoch 1559 | loss: 0.0309918 | val_loss: 0.0313123 | Time: 1515.55 ms
[2022-03-13 13:38:03 main:574] : INFO : Epoch 1560 | loss: 0.030996 | val_loss: 0.0313231 | Time: 1359.51 ms
[2022-03-13 13:38:05 main:574] : INFO : Epoch 1561 | loss: 0.030994 | val_loss: 0.0313141 | Time: 1332.45 ms
[2022-03-13 13:38:06 main:574] : INFO : Epoch 1562 | loss: 0.030992 | val_loss: 0.0313398 | Time: 1322.06 ms
[2022-03-13 13:38:07 main:574] : INFO : Epoch 1563 | loss: 0.031002 | val_loss: 0.0313003 | Time: 1328.12 ms
[2022-03-13 13:38:09 main:574] : INFO : Epoch 1564 | loss: 0.0309926 | val_loss: 0.0313408 | Time: 1327.3 ms
[2022-03-13 13:38:10 main:574] : INFO : Epoch 1565 | loss: 0.0309918 | val_loss: 0.0312989 | Time: 1339.77 ms
[2022-03-13 13:38:12 main:574] : INFO : Epoch 1566 | loss: 0.030989 | val_loss: 0.0313308 | Time: 1503.49 ms
[2022-03-13 13:38:13 main:574] : INFO : Epoch 1567 | loss: 0.0309922 | val_loss: 0.0312951 | Time: 1381.66 ms
[2022-03-13 13:38:14 main:574] : INFO : Epoch 1568 | loss: 0.0309891 | val_loss: 0.0313229 | Time: 1332.52 ms
[2022-03-13 13:38:16 main:574] : INFO : Epoch 1569 | loss: 0.0309894 | val_loss: 0.0313126 | Time: 1329.8 ms
[2022-03-13 13:38:17 main:574] : INFO : Epoch 1570 | loss: 0.0309892 | val_loss: 0.0313603 | Time: 1329.44 ms
[2022-03-13 13:38:18 main:574] : INFO : Epoch 1571 | loss: 0.0309851 | val_loss: 0.0313235 | Time: 1336.61 ms
[2022-03-13 13:38:20 main:574] : INFO : Epoch 1572 | loss: 0.0309895 | val_loss: 0.0313145 | Time: 1329.11 ms
[2022-03-13 13:38:21 main:574] : INFO : Epoch 1573 | loss: 0.0309944 | val_loss: 0.0313118 | Time: 1427.16 ms
[2022-03-13 13:38:23 main:574] : INFO : Epoch 1574 | loss: 0.0310024 | val_loss: 0.0313246 | Time: 1490.89 ms
[2022-03-13 13:38:24 main:574] : INFO : Epoch 1575 | loss: 0.0309948 | val_loss: 0.0313173 | Time: 1329.74 ms
[2022-03-13 13:38:25 main:574] : INFO : Epoch 1576 | loss: 0.030988 | val_loss: 0.0313431 | Time: 1331.1 ms
[2022-03-13 13:38:27 main:574] : INFO : Epoch 1577 | loss: 0.0310014 | val_loss: 0.0313063 | Time: 1336.66 ms
[2022-03-13 13:38:28 main:574] : INFO : Epoch 1578 | loss: 0.0309992 | val_loss: 0.0313102 | Time: 1329.29 ms
[2022-03-13 13:38:29 main:574] : INFO : Epoch 1579 | loss: 0.0309948 | val_loss: 0.0313098 | Time: 1329.24 ms
[2022-03-13 13:38:31 main:574] : INFO : Epoch 1580 | loss: 0.0309873 | val_loss: 0.0313538 | Time: 1325.61 ms
[2022-03-13 13:38:32 main:574] : INFO : Epoch 1581 | loss: 0.0309939 | val_loss: 0.0313015 | Time: 1563.63 ms
[2022-03-13 13:38:33 main:574] : INFO : Epoch 1582 | loss: 0.03099 | val_loss: 0.0313074 | Time: 1341.83 ms
[2022-03-13 13:38:35 main:574] : INFO : Epoch 1583 | loss: 0.0309854 | val_loss: 0.0313134 | Time: 1323.27 ms
[2022-03-13 13:38:36 main:574] : INFO : Epoch 1584 | loss: 0.0309925 | val_loss: 0.0313418 | Time: 1322.29 ms
[2022-03-13 13:38:37 main:574] : INFO : Epoch 1585 | loss: 0.0310109 | val_loss: 0.0313601 | Time: 1329.35 ms
[2022-03-13 13:38:39 main:574] : INFO : Epoch 1586 | loss: 0.0310074 | val_loss: 0.0313489 | Time: 1328.84 ms
[2022-03-13 13:38:40 main:574] : INFO : Epoch 1587 | loss: 0.0309993 | val_loss: 0.0313244 | Time: 1323.31 ms
[2022-03-13 13:38:42 main:574] : INFO : Epoch 1588 | loss: 0.0309944 | val_loss: 0.0312984 | Time: 1653.4 ms
[2022-03-13 13:38:43 main:574] : INFO : Epoch 1589 | loss: 0.0309988 | val_loss: 0.0313169 | Time: 1351.33 ms
[2022-03-13 13:38:44 main:574] : INFO : Epoch 1590 | loss: 0.0309855 | val_loss: 0.0313579 | Time: 1322.92 ms
[2022-03-13 13:38:52 main:574] : INFO : Epoch 1591 | loss: 0.0309885 | val_loss: 0.0313399 | Time: 7343.13 ms
[2022-03-13 13:38:53 main:574] : INFO : Epoch 1592 | loss: 0.0309906 | val_loss: 0.0313018 | Time: 1365.65 ms
[2022-03-13 13:38:55 main:574] : INFO : Epoch 1593 | loss: 0.0309953 | val_loss: 0.0313178 | Time: 1336.95 ms
[2022-03-13 13:38:56 main:574] : INFO : Epoch 1594 | loss: 0.030995 | val_loss: 0.0313253 | Time: 1330.51 ms
[2022-03-13 13:38:57 main:574] : INFO : Epoch 1595 | loss: 0.0309925 | val_loss: 0.0312936 | Time: 1326.26 ms
[2022-03-13 13:38:59 main:574] : INFO : Epoch 1596 | loss: 0.0309949 | val_loss: 0.0313181 | Time: 1332.81 ms
[2022-03-13 13:39:00 main:574] : INFO : Epoch 1597 | loss: 0.0309993 | val_loss: 0.0313609 | Time: 1330.16 ms
[2022-03-13 13:39:01 main:574] : INFO : Epoch 1598 | loss: 0.0309839 | val_loss: 0.0313258 | Time: 1429.99 ms
[2022-03-13 13:39:03 main:574] : INFO : Epoch 1599 | loss: 0.0309929 | val_loss: 0.0313387 | Time: 1457.54 ms
[2022-03-13 13:39:04 main:574] : INFO : Epoch 1600 | loss: 0.0309938 | val_loss: 0.0313309 | Time: 1319.72 ms
[2022-03-13 13:39:05 main:574] : INFO : Epoch 1601 | loss: 0.0309928 | val_loss: 0.0313148 | Time: 1326.46 ms
[2022-03-13 13:39:07 main:574] : INFO : Epoch 1602 | loss: 0.0309936 | val_loss: 0.0313443 | Time: 1333.29 ms
[2022-03-13 13:39:08 main:574] : INFO : Epoch 1603 | loss: 0.0309929 | val_loss: 0.0313438 | Time: 1326.02 ms
[2022-03-13 13:39:09 main:574] : INFO : Epoch 1604 | loss: 0.0309936 | val_loss: 0.0313262 | Time: 1321.56 ms
[2022-03-13 13:39:11 main:574] : INFO : Epoch 1605 | loss: 0.0309871 | val_loss: 0.0313488 | Time: 1329.18 ms
[2022-03-13 13:39:12 main:574] : INFO : Epoch 1606 | loss: 0.0309828 | val_loss: 0.031344 | Time: 1512.24 ms
[2022-03-13 13:39:14 main:574] : INFO : Epoch 1607 | loss: 0.030984 | val_loss: 0.0312977 | Time: 1338.67 ms
[2022-03-13 13:39:15 main:574] : INFO : Epoch 1608 | loss: 0.0309893 | val_loss: 0.0313434 | Time: 1328.5 ms
[2022-03-13 13:39:16 main:574] : INFO : Epoch 1609 | loss: 0.0309912 | val_loss: 0.0313466 | Time: 1324.78 ms
[2022-03-13 13:39:18 main:574] : INFO : Epoch 1610 | loss: 0.0309934 | val_loss: 0.0313445 | Time: 1332.05 ms
[2022-03-13 13:39:19 main:574] : INFO : Epoch 1611 | loss: 0.030988 | val_loss: 0.0313414 | Time: 1328.65 ms
[2022-03-13 13:39:20 main:574] : INFO : Epoch 1612 | loss: 0.0309845 | val_loss: 0.0313264 | Time: 1327.99 ms
[2022-03-13 13:39:22 main:574] : INFO : Epoch 1613 | loss: 0.0309935 | val_loss: 0.0313276 | Time: 1508.01 ms
[2022-03-13 13:39:23 main:574] : INFO : Epoch 1614 | loss: 0.0309887 | val_loss: 0.0312967 | Time: 1388.2 ms
[2022-03-13 13:39:24 main:574] : INFO : Epoch 1615 | loss: 0.0309936 | val_loss: 0.0313402 | Time: 1326.01 ms
[2022-03-13 13:39:26 main:574] : INFO : Epoch 1616 | loss: 0.0309908 | val_loss: 0.0312904 | Time: 1333.73 ms
[2022-03-13 13:39:27 main:574] : INFO : Epoch 1617 | loss: 0.0309887 | val_loss: 0.0312808 | Time: 1327.7 ms
[2022-03-13 13:39:28 main:574] : INFO : Epoch 1618 | loss: 0.0309958 | val_loss: 0.0313341 | Time: 1321.74 ms
[2022-03-13 13:39:30 main:574] : INFO : Epoch 1619 | loss: 0.0310114 | val_loss: 0.0313192 | Time: 1325.24 ms
[2022-03-13 13:39:31 main:574] : INFO : Epoch 1620 | loss: 0.0309985 | val_loss: 0.0313388 | Time: 1417.36 ms
[2022-03-13 13:39:33 main:574] : INFO : Epoch 1621 | loss: 0.0309942 | val_loss: 0.0312854 | Time: 1480.87 ms
[2022-03-13 13:39:34 main:574] : INFO : Epoch 1622 | loss: 0.0309957 | val_loss: 0.0313292 | Time: 1327.7 ms
[2022-03-13 13:39:35 main:574] : INFO : Epoch 1623 | loss: 0.030993 | val_loss: 0.0313141 | Time: 1320.9 ms
[2022-03-13 13:39:37 main:574] : INFO : Epoch 1624 | loss: 0.0309913 | val_loss: 0.0313232 | Time: 1329.54 ms
[2022-03-13 13:39:38 main:574] : INFO : Epoch 1625 | loss: 0.0309896 | val_loss: 0.0312822 | Time: 1328.72 ms
[2022-03-13 13:39:39 main:574] : INFO : Epoch 1626 | loss: 0.0309933 | val_loss: 0.0313294 | Time: 1326.92 ms
[2022-03-13 13:39:41 main:574] : INFO : Epoch 1627 | loss: 0.0309895 | val_loss: 0.0313161 | Time: 1326.9 ms
[2022-03-13 13:39:42 main:574] : INFO : Epoch 1628 | loss: 0.0309852 | val_loss: 0.0313385 | Time: 1579.42 ms
[2022-03-13 13:39:44 main:574] : INFO : Epoch 1629 | loss: 0.0309829 | val_loss: 0.0313195 | Time: 1336.91 ms
[2022-03-13 13:39:45 main:574] : INFO : Epoch 1630 | loss: 0.0309915 | val_loss: 0.0313088 | Time: 1322.17 ms
[2022-03-13 13:39:47 main:574] : INFO : Epoch 1631 | loss: 0.0309917 | val_loss: 0.0312869 | Time: 1829.07 ms
[2022-03-13 13:39:53 main:574] : INFO : Epoch 1632 | loss: 0.0309946 | val_loss: 0.0313383 | Time: 1398.99 ms
[2022-03-13 13:39:54 main:574] : INFO : Epoch 1633 | loss: 0.0309842 | val_loss: 0.031332 | Time: 1330.13 ms
[2022-03-13 13:39:56 main:574] : INFO : Epoch 1634 | loss: 0.030993 | val_loss: 0.0312856 | Time: 1333.62 ms
[2022-03-13 13:39:57 main:574] : INFO : Epoch 1635 | loss: 0.0310046 | val_loss: 0.0313438 | Time: 1325.77 ms
[2022-03-13 13:39:58 main:574] : INFO : Epoch 1636 | loss: 0.0309936 | val_loss: 0.0313278 | Time: 1326.71 ms
[2022-03-13 13:40:00 main:574] : INFO : Epoch 1637 | loss: 0.0309879 | val_loss: 0.0313057 | Time: 1339.75 ms
[2022-03-13 13:40:01 main:574] : INFO : Epoch 1638 | loss: 0.0309863 | val_loss: 0.0313457 | Time: 1387.7 ms
[2022-03-13 13:40:03 main:574] : INFO : Epoch 1639 | loss: 0.0309866 | val_loss: 0.031326 | Time: 1674.34 ms
[2022-03-13 13:40:04 main:574] : INFO : Epoch 1640 | loss: 0.030996 | val_loss: 0.0313283 | Time: 1340.1 ms
[2022-03-13 13:40:06 main:574] : INFO : Epoch 1641 | loss: 0.030993 | val_loss: 0.0313111 | Time: 1335.48 ms
[2022-03-13 13:40:07 main:574] : INFO : Epoch 1642 | loss: 0.0309859 | val_loss: 0.0313043 | Time: 1326.85 ms
[2022-03-13 13:40:08 main:574] : INFO : Epoch 1643 | loss: 0.0309879 | val_loss: 0.0313037 | Time: 1325.64 ms
[2022-03-13 13:40:10 main:574] : INFO : Epoch 1644 | loss: 0.0309897 | val_loss: 0.0313421 | Time: 1330.68 ms
[2022-03-13 13:40:11 main:574] : INFO : Epoch 1645 | loss: 0.0309887 | val_loss: 0.0313246 | Time: 1337.99 ms
[2022-03-13 13:40:12 main:574] : INFO : Epoch 1646 | loss: 0.0309968 | val_loss: 0.0313238 | Time: 1521.81 ms
[2022-03-13 13:40:14 main:574] : INFO : Epoch 1647 | loss: 0.0309879 | val_loss: 0.031345 | Time: 1330.9 ms
[2022-03-13 13:40:15 main:574] : INFO : Epoch 1648 | loss: 0.0309906 | val_loss: 0.031362 | Time: 1330.82 ms
[2022-03-13 13:40:16 main:574] : INFO : Epoch 1649 | loss: 0.030999 | val_loss: 0.0313385 | Time: 1320.33 ms
[2022-03-13 13:40:18 main:574] : INFO : Epoch 1650 | loss: 0.0310022 | val_loss: 0.031295 | Time: 1327.71 ms
[2022-03-13 13:40:19 main:574] : INFO : Epoch 1651 | loss: 0.0309918 | val_loss: 0.0313094 | Time: 1331.78 ms
[2022-03-13 13:40:20 main:574] : INFO : Epoch 1652 | loss: 0.0309935 | val_loss: 0.0313276 | Time: 1330.16 ms
[2022-03-13 13:40:22 main:574] : INFO : Epoch 1653 | loss: 0.0309902 | val_loss: 0.0313129 | Time: 1534.2 ms
[2022-03-13 13:40:23 main:574] : INFO : Epoch 1654 | loss: 0.0309943 | val_loss: 0.0313507 | Time: 1350.06 ms
[2022-03-13 13:40:25 main:574] : INFO : Epoch 1655 | loss: 0.0309937 | val_loss: 0.0313018 | Time: 1324.56 ms
[2022-03-13 13:40:26 main:574] : INFO : Epoch 1656 | loss: 0.0310033 | val_loss: 0.0313072 | Time: 1328.94 ms
[2022-03-13 13:40:27 main:574] : INFO : Epoch 1657 | loss: 0.0309968 | val_loss: 0.0313359 | Time: 1319.51 ms
[2022-03-13 13:40:29 main:574] : INFO : Epoch 1658 | loss: 0.0309906 | val_loss: 0.0313287 | Time: 1330.25 ms
[2022-03-13 13:40:30 main:574] : INFO : Epoch 1659 | loss: 0.0309981 | val_loss: 0.0313271 | Time: 1333.24 ms
[2022-03-13 13:40:31 main:574] : INFO : Epoch 1660 | loss: 0.0310013 | val_loss: 0.0313397 | Time: 1443.75 ms
[2022-03-13 13:40:33 main:574] : INFO : Epoch 1661 | loss: 0.0309922 | val_loss: 0.0313479 | Time: 1461.53 ms
[2022-03-13 13:40:34 main:574] : INFO : Epoch 1662 | loss: 0.0309917 | val_loss: 0.0313087 | Time: 1324.41 ms
[2022-03-13 13:40:36 main:574] : INFO : Epoch 1663 | loss: 0.0309949 | val_loss: 0.031347 | Time: 1321.67 ms
[2022-03-13 13:40:37 main:574] : INFO : Epoch 1664 | loss: 0.0309946 | val_loss: 0.0313282 | Time: 1328.79 ms
[2022-03-13 13:40:38 main:574] : INFO : Epoch 1665 | loss: 0.0309946 | val_loss: 0.0313088 | Time: 1333.85 ms
[2022-03-13 13:40:40 main:574] : INFO : Epoch 1666 | loss: 0.0309887 | val_loss: 0.0313463 | Time: 1330.97 ms
[2022-03-13 13:40:41 main:574] : INFO : Epoch 1667 | loss: 0.0309906 | val_loss: 0.0313004 | Time: 1349.88 ms
[2022-03-13 13:40:42 main:574] : INFO : Epoch 1668 | loss: 0.0309949 | val_loss: 0.0313329 | Time: 1517.26 ms
[2022-03-13 13:40:44 main:574] : INFO : Epoch 1669 | loss: 0.0309923 | val_loss: 0.0313521 | Time: 1336.76 ms
[2022-03-13 13:40:45 main:574] : INFO : Epoch 1670 | loss: 0.0309911 | val_loss: 0.0313319 | Time: 1330.01 ms
[2022-03-13 13:40:47 main:574] : INFO : Epoch 1671 | loss: 0.0309825 | val_loss: 0.031331 | Time: 1627.88 ms
[2022-03-13 13:40:53 main:574] : INFO : Epoch 1672 | loss: 0.0309774 | val_loss: 0.0313397 | Time: 1387.16 ms
[2022-03-13 13:40:54 main:574] : INFO : Epoch 1673 | loss: 0.0309885 | val_loss: 0.031305 | Time: 1328.48 ms
[2022-03-13 13:40:56 main:574] : INFO : Epoch 1674 | loss: 0.0309965 | val_loss: 0.0313371 | Time: 1330.61 ms
[2022-03-13 13:40:57 main:574] : INFO : Epoch 1675 | loss: 0.0310017 | val_loss: 0.0313646 | Time: 1328.43 ms
[2022-03-13 13:40:58 main:574] : INFO : Epoch 1676 | loss: 0.0310025 | val_loss: 0.0313009 | Time: 1322.56 ms
[2022-03-13 13:41:00 main:574] : INFO : Epoch 1677 | loss: 0.0309962 | val_loss: 0.0313193 | Time: 1324.85 ms
[2022-03-13 13:41:01 main:574] : INFO : Epoch 1678 | loss: 0.0309977 | val_loss: 0.03132 | Time: 1374.2 ms
[2022-03-13 13:41:03 main:574] : INFO : Epoch 1679 | loss: 0.0309911 | val_loss: 0.0313022 | Time: 1540.69 ms
[2022-03-13 13:41:04 main:574] : INFO : Epoch 1680 | loss: 0.0309904 | val_loss: 0.0313235 | Time: 1320.72 ms
[2022-03-13 13:41:05 main:574] : INFO : Epoch 1681 | loss: 0.0309902 | val_loss: 0.0313118 | Time: 1322.14 ms
[2022-03-13 13:41:07 main:574] : INFO : Epoch 1682 | loss: 0.0309945 | val_loss: 0.0313311 | Time: 1326.24 ms
[2022-03-13 13:41:08 main:574] : INFO : Epoch 1683 | loss: 0.0309871 | val_loss: 0.0312879 | Time: 1325.41 ms
[2022-03-13 13:41:09 main:574] : INFO : Epoch 1684 | loss: 0.0309943 | val_loss: 0.0312857 | Time: 1329.99 ms
[2022-03-13 13:41:11 main:574] : INFO : Epoch 1685 | loss: 0.0309962 | val_loss: 0.031336 | Time: 1327.42 ms
[2022-03-13 13:41:12 main:574] : INFO : Epoch 1686 | loss: 0.0309897 | val_loss: 0.0313381 | Time: 1555.65 ms
[2022-03-13 13:41:14 main:574] : INFO : Epoch 1687 | loss: 0.0309868 | val_loss: 0.0313383 | Time: 1343.46 ms
[2022-03-13 13:41:15 main:574] : INFO : Epoch 1688 | loss: 0.0309929 | val_loss: 0.0313134 | Time: 1329.52 ms
[2022-03-13 13:41:16 main:574] : INFO : Epoch 1689 | loss: 0.030994 | val_loss: 0.0313263 | Time: 1332.22 ms
[2022-03-13 13:41:18 main:574] : INFO : Epoch 1690 | loss: 0.0309956 | val_loss: 0.0313249 | Time: 1327.26 ms
[2022-03-13 13:41:19 main:574] : INFO : Epoch 1691 | loss: 0.0310068 | val_loss: 0.0313277 | Time: 1331.15 ms
[2022-03-13 13:41:20 main:574] : INFO : Epoch 1692 | loss: 0.0309934 | val_loss: 0.0313231 | Time: 1339.31 ms
[2022-03-13 13:41:22 main:574] : INFO : Epoch 1693 | loss: 0.0309957 | val_loss: 0.0313153 | Time: 1462.81 ms
[2022-03-13 13:41:23 main:574] : INFO : Epoch 1694 | loss: 0.0309875 | val_loss: 0.031327 | Time: 1409.88 ms
[2022-03-13 13:41:24 main:574] : INFO : Epoch 1695 | loss: 0.0309911 | val_loss: 0.0313405 | Time: 1332.91 ms
[2022-03-13 13:41:26 main:574] : INFO : Epoch 1696 | loss: 0.0309907 | val_loss: 0.0313514 | Time: 1326.55 ms
[2022-03-13 13:41:27 main:574] : INFO : Epoch 1697 | loss: 0.0309916 | val_loss: 0.0313212 | Time: 1326.8 ms
[2022-03-13 13:41:28 main:574] : INFO : Epoch 1698 | loss: 0.0309965 | val_loss: 0.0313122 | Time: 1326.67 ms
[2022-03-13 13:41:30 main:574] : INFO : Epoch 1699 | loss: 0.0309967 | val_loss: 0.0313134 | Time: 1334.69 ms
[2022-03-13 13:41:31 main:574] : INFO : Epoch 1700 | loss: 0.0309933 | val_loss: 0.031323 | Time: 1373.98 ms
[2022-03-13 13:41:33 main:574] : INFO : Epoch 1701 | loss: 0.0309942 | val_loss: 0.0313388 | Time: 1520.9 ms
[2022-03-13 13:41:34 main:574] : INFO : Epoch 1702 | loss: 0.0309962 | val_loss: 0.0313148 | Time: 1338.01 ms
[2022-03-13 13:41:35 main:574] : INFO : Epoch 1703 | loss: 0.0310043 | val_loss: 0.0313011 | Time: 1326.44 ms
[2022-03-13 13:41:37 main:574] : INFO : Epoch 1704 | loss: 0.0309926 | val_loss: 0.031312 | Time: 1321.45 ms
[2022-03-13 13:41:38 main:574] : INFO : Epoch 1705 | loss: 0.0310005 | val_loss: 0.0312987 | Time: 1331.99 ms
[2022-03-13 13:41:39 main:574] : INFO : Epoch 1706 | loss: 0.0309991 | val_loss: 0.0313227 | Time: 1333.37 ms
[2022-03-13 13:41:41 main:574] : INFO : Epoch 1707 | loss: 0.0309952 | val_loss: 0.0313194 | Time: 1332.06 ms
[2022-03-13 13:41:42 main:574] : INFO : Epoch 1708 | loss: 0.03099 | val_loss: 0.0313087 | Time: 1577.14 ms
[2022-03-13 13:41:44 main:574] : INFO : Epoch 1709 | loss: 0.0309897 | val_loss: 0.031359 | Time: 1342.73 ms
[2022-03-13 13:41:45 main:574] : INFO : Epoch 1710 | loss: 0.0309911 | val_loss: 0.0313146 | Time: 1336.44 ms
[2022-03-13 13:41:47 main:574] : INFO : Epoch 1711 | loss: 0.0309945 | val_loss: 0.0313109 | Time: 1507.47 ms
[2022-03-13 13:41:49 main:574] : INFO : Epoch 1712 | loss: 0.0309938 | val_loss: 0.0313524 | Time: 2134.88 ms
[2022-03-13 13:41:51 main:574] : INFO : Epoch 1713 | loss: 0.0310015 | val_loss: 0.0313078 | Time: 2317.27 ms
[2022-03-13 13:41:53 main:574] : INFO : Epoch 1714 | loss: 0.0309907 | val_loss: 0.0313227 | Time: 1653.25 ms
[2022-03-13 13:41:54 main:574] : INFO : Epoch 1715 | loss: 0.030981 | val_loss: 0.0313297 | Time: 1339.7 ms
[2022-03-13 13:41:55 main:574] : INFO : Epoch 1716 | loss: 0.030986 | val_loss: 0.0313322 | Time: 1340.93 ms
[2022-03-13 13:41:57 main:574] : INFO : Epoch 1717 | loss: 0.0309907 | val_loss: 0.0313623 | Time: 1331.83 ms
[2022-03-13 13:41:58 main:574] : INFO : Epoch 1718 | loss: 0.030985 | val_loss: 0.0313071 | Time: 1335.16 ms
[2022-03-13 13:41:59 main:574] : INFO : Epoch 1719 | loss: 0.0309874 | val_loss: 0.0313039 | Time: 1326.49 ms
[2022-03-13 13:42:01 main:574] : INFO : Epoch 1720 | loss: 0.0310009 | val_loss: 0.0312999 | Time: 1331.36 ms
[2022-03-13 13:42:02 main:574] : INFO : Epoch 1721 | loss: 0.0309963 | val_loss: 0.0313381 | Time: 1579.3 ms
[2022-03-13 13:42:04 main:574] : INFO : Epoch 1722 | loss: 0.0309838 | val_loss: 0.0312988 | Time: 1349.71 ms
[2022-03-13 13:42:05 main:574] : INFO : Epoch 1723 | loss: 0.0309805 | val_loss: 0.0313239 | Time: 1339.15 ms
[2022-03-13 13:42:06 main:574] : INFO : Epoch 1724 | loss: 0.0309832 | val_loss: 0.0313128 | Time: 1331.21 ms
[2022-03-13 13:42:08 main:574] : INFO : Epoch 1725 | loss: 0.0309821 | val_loss: 0.0313328 | Time: 1337.64 ms
[2022-03-13 13:42:09 main:574] : INFO : Epoch 1726 | loss: 0.0309876 | val_loss: 0.0313175 | Time: 1332.89 ms
[2022-03-13 13:42:10 main:574] : INFO : Epoch 1727 | loss: 0.0309949 | val_loss: 0.0313444 | Time: 1324.61 ms
[2022-03-13 13:42:12 main:574] : INFO : Epoch 1728 | loss: 0.0309887 | val_loss: 0.0313056 | Time: 1484.7 ms
[2022-03-13 13:42:13 main:574] : INFO : Epoch 1729 | loss: 0.0309943 | val_loss: 0.031343 | Time: 1405.19 ms
[2022-03-13 13:42:15 main:574] : INFO : Epoch 1730 | loss: 0.0309884 | val_loss: 0.031315 | Time: 1331.29 ms
[2022-03-13 13:42:16 main:574] : INFO : Epoch 1731 | loss: 0.0309808 | val_loss: 0.0313157 | Time: 1327.9 ms
[2022-03-13 13:42:17 main:574] : INFO : Epoch 1732 | loss: 0.0309865 | val_loss: 0.0313388 | Time: 1328.99 ms
[2022-03-13 13:42:19 main:574] : INFO : Epoch 1733 | loss: 0.0309877 | val_loss: 0.0313164 | Time: 1326.34 ms
[2022-03-13 13:42:20 main:574] : INFO : Epoch 1734 | loss: 0.0309936 | val_loss: 0.0313119 | Time: 1338.17 ms
[2022-03-13 13:42:21 main:574] : INFO : Epoch 1735 | loss: 0.0309963 | val_loss: 0.0313136 | Time: 1360.48 ms
[2022-03-13 13:42:23 main:574] : INFO : Epoch 1736 | loss: 0.0309901 | val_loss: 0.0313276 | Time: 1500.26 ms
[2022-03-13 13:42:24 main:574] : INFO : Epoch 1737 | loss: 0.0309898 | val_loss: 0.0313047 | Time: 1332.54 ms
[2022-03-13 13:42:25 main:574] : INFO : Epoch 1738 | loss: 0.0309872 | val_loss: 0.0313459 | Time: 1330.52 ms
[2022-03-13 13:42:27 main:574] : INFO : Epoch 1739 | loss: 0.0309938 | val_loss: 0.0313248 | Time: 1327.89 ms
[2022-03-13 13:42:28 main:574] : INFO : Epoch 1740 | loss: 0.0309942 | val_loss: 0.0313565 | Time: 1329.53 ms
[2022-03-13 13:42:29 main:574] : INFO : Epoch 1741 | loss: 0.0309891 | val_loss: 0.0313094 | Time: 1328.4 ms
[2022-03-13 13:42:31 main:574] : INFO : Epoch 1742 | loss: 0.0309875 | val_loss: 0.0313407 | Time: 1329.26 ms
[2022-03-13 13:42:32 main:574] : INFO : Epoch 1743 | loss: 0.0309911 | val_loss: 0.0313085 | Time: 1550.75 ms
[2022-03-13 13:42:34 main:574] : INFO : Epoch 1744 | loss: 0.0309919 | val_loss: 0.0313179 | Time: 1352.23 ms
[2022-03-13 13:42:35 main:574] : INFO : Epoch 1745 | loss: 0.0309869 | val_loss: 0.0313227 | Time: 1326.55 ms
[2022-03-13 13:42:36 main:574] : INFO : Epoch 1746 | loss: 0.030982 | val_loss: 0.0313333 | Time: 1329.51 ms
[2022-03-13 13:42:38 main:574] : INFO : Epoch 1747 | loss: 0.0309905 | val_loss: 0.0312858 | Time: 1327.91 ms
[2022-03-13 13:42:39 main:574] : INFO : Epoch 1748 | loss: 0.0309928 | val_loss: 0.0313412 | Time: 1329.93 ms
[2022-03-13 13:42:40 main:574] : INFO : Epoch 1749 | loss: 0.0309936 | val_loss: 0.0313438 | Time: 1331.7 ms
[2022-03-13 13:42:42 main:574] : INFO : Epoch 1750 | loss: 0.0309925 | val_loss: 0.0312881 | Time: 1486.54 ms
[2022-03-13 13:42:43 main:574] : INFO : Epoch 1751 | loss: 0.030988 | val_loss: 0.0313482 | Time: 1399.21 ms
[2022-03-13 13:42:45 main:574] : INFO : Epoch 1752 | loss: 0.0309867 | val_loss: 0.0313203 | Time: 1328.59 ms
[2022-03-13 13:42:46 main:574] : INFO : Epoch 1753 | loss: 0.0309886 | val_loss: 0.0313505 | Time: 1379.76 ms
[2022-03-13 13:42:48 main:574] : INFO : Epoch 1754 | loss: 0.0309865 | val_loss: 0.0313256 | Time: 2207.56 ms
[2022-03-13 13:42:51 main:574] : INFO : Epoch 1755 | loss: 0.0309882 | val_loss: 0.0313055 | Time: 2461.53 ms
[2022-03-13 13:42:53 main:574] : INFO : Epoch 1756 | loss: 0.030993 | val_loss: 0.0312992 | Time: 1841.67 ms
[2022-03-13 13:42:54 main:574] : INFO : Epoch 1757 | loss: 0.0309915 | val_loss: 0.0313375 | Time: 1324.9 ms
[2022-03-13 13:42:55 main:574] : INFO : Epoch 1758 | loss: 0.0309867 | val_loss: 0.0313199 | Time: 1322.98 ms
[2022-03-13 13:42:57 main:574] : INFO : Epoch 1759 | loss: 0.030987 | val_loss: 0.0313128 | Time: 1327.31 ms
[2022-03-13 13:42:58 main:574] : INFO : Epoch 1760 | loss: 0.0309878 | val_loss: 0.0313463 | Time: 1326.82 ms
[2022-03-13 13:42:59 main:574] : INFO : Epoch 1761 | loss: 0.0309923 | val_loss: 0.0313305 | Time: 1326.22 ms
[2022-03-13 13:43:01 main:574] : INFO : Epoch 1762 | loss: 0.0309909 | val_loss: 0.0313152 | Time: 1321.99 ms
[2022-03-13 13:43:02 main:574] : INFO : Epoch 1763 | loss: 0.0309928 | val_loss: 0.03133 | Time: 1505.38 ms
[2022-03-13 13:43:03 main:574] : INFO : Epoch 1764 | loss: 0.030991 | val_loss: 0.0313154 | Time: 1365.24 ms
[2022-03-13 13:43:05 main:574] : INFO : Epoch 1765 | loss: 0.0309837 | val_loss: 0.0313293 | Time: 1334.97 ms
[2022-03-13 13:43:06 main:574] : INFO : Epoch 1766 | loss: 0.0309813 | val_loss: 0.0313425 | Time: 1334.31 ms
[2022-03-13 13:43:07 main:574] : INFO : Epoch 1767 | loss: 0.0309848 | val_loss: 0.0313328 | Time: 1325.96 ms
[2022-03-13 13:43:09 main:574] : INFO : Epoch 1768 | loss: 0.0309989 | val_loss: 0.0313239 | Time: 1334.13 ms
[2022-03-13 13:43:10 main:574] : INFO : Epoch 1769 | loss: 0.0310053 | val_loss: 0.0313108 | Time: 1324.3 ms
[2022-03-13 13:43:11 main:574] : INFO : Epoch 1770 | loss: 0.030988 | val_loss: 0.0313153 | Time: 1385.21 ms
[2022-03-13 13:43:13 main:574] : INFO : Epoch 1771 | loss: 0.0309856 | val_loss: 0.0313232 | Time: 1521.79 ms
[2022-03-13 13:43:14 main:574] : INFO : Epoch 1772 | loss: 0.0309874 | val_loss: 0.031286 | Time: 1327.77 ms
[2022-03-13 13:43:16 main:574] : INFO : Epoch 1773 | loss: 0.0309988 | val_loss: 0.0313445 | Time: 1331.26 ms
[2022-03-13 13:43:17 main:574] : INFO : Epoch 1774 | loss: 0.0310031 | val_loss: 0.0313216 | Time: 1330.36 ms
[2022-03-13 13:43:18 main:574] : INFO : Epoch 1775 | loss: 0.0309883 | val_loss: 0.0313528 | Time: 1329.88 ms
[2022-03-13 13:43:20 main:574] : INFO : Epoch 1776 | loss: 0.0309881 | val_loss: 0.0313446 | Time: 1334.37 ms
[2022-03-13 13:43:21 main:574] : INFO : Epoch 1777 | loss: 0.0309955 | val_loss: 0.031314 | Time: 1326.77 ms
[2022-03-13 13:43:23 main:574] : INFO : Epoch 1778 | loss: 0.0309832 | val_loss: 0.0313457 | Time: 1593.2 ms
[2022-03-13 13:43:24 main:574] : INFO : Epoch 1779 | loss: 0.0309844 | val_loss: 0.0312875 | Time: 1334.86 ms
[2022-03-13 13:43:25 main:574] : INFO : Epoch 1780 | loss: 0.0309979 | val_loss: 0.0313079 | Time: 1329.38 ms
[2022-03-13 13:43:27 main:574] : INFO : Epoch 1781 | loss: 0.0309991 | val_loss: 0.0313281 | Time: 1319.56 ms
[2022-03-13 13:43:28 main:574] : INFO : Epoch 1782 | loss: 0.0309922 | val_loss: 0.0312916 | Time: 1324.5 ms
[2022-03-13 13:43:29 main:574] : INFO : Epoch 1783 | loss: 0.0309874 | val_loss: 0.0313589 | Time: 1333.04 ms
[2022-03-13 13:43:31 main:574] : INFO : Epoch 1784 | loss: 0.0309921 | val_loss: 0.0312986 | Time: 1323.21 ms
[2022-03-13 13:43:32 main:574] : INFO : Epoch 1785 | loss: 0.0309918 | val_loss: 0.0313439 | Time: 1658.51 ms
[2022-03-13 13:43:34 main:574] : INFO : Epoch 1786 | loss: 0.0309879 | val_loss: 0.0313325 | Time: 1351.43 ms
[2022-03-13 13:43:35 main:574] : INFO : Epoch 1787 | loss: 0.0309832 | val_loss: 0.0313558 | Time: 1322.82 ms
[2022-03-13 13:43:36 main:574] : INFO : Epoch 1788 | loss: 0.0309913 | val_loss: 0.0313203 | Time: 1321.28 ms
[2022-03-13 13:43:38 main:574] : INFO : Epoch 1789 | loss: 0.0309955 | val_loss: 0.0313131 | Time: 1325.51 ms
[2022-03-13 13:43:39 main:574] : INFO : Epoch 1790 | loss: 0.0309905 | val_loss: 0.0313355 | Time: 1326.92 ms
[2022-03-13 13:43:40 main:574] : INFO : Epoch 1791 | loss: 0.0309882 | val_loss: 0.031338 | Time: 1322.47 ms
[2022-03-13 13:43:42 main:574] : INFO : Epoch 1792 | loss: 0.0309843 | val_loss: 0.031317 | Time: 1421.04 ms
[2022-03-13 13:43:43 main:574] : INFO : Epoch 1793 | loss: 0.03099 | val_loss: 0.0313359 | Time: 1615.31 ms
[2022-03-13 13:43:45 main:574] : INFO : Epoch 1794 | loss: 0.0309813 | val_loss: 0.0313099 | Time: 1328.5 ms
[2022-03-13 13:43:46 main:574] : INFO : Epoch 1795 | loss: 0.0309875 | val_loss: 0.0313066 | Time: 1329.9 ms
[2022-03-13 13:43:47 main:574] : INFO : Epoch 1796 | loss: 0.030994 | val_loss: 0.0313366 | Time: 1569.11 ms
[2022-03-13 13:43:53 main:574] : INFO : Epoch 1797 | loss: 0.0309828 | val_loss: 0.0313041 | Time: 1398.61 ms
[2022-03-13 13:43:55 main:574] : INFO : Epoch 1798 | loss: 0.030984 | val_loss: 0.0313432 | Time: 1327.93 ms
[2022-03-13 13:43:56 main:574] : INFO : Epoch 1799 | loss: 0.0309906 | val_loss: 0.0313193 | Time: 1332.59 ms
[2022-03-13 13:43:57 main:574] : INFO : Epoch 1800 | loss: 0.0309894 | val_loss: 0.0313363 | Time: 1330.1 ms
[2022-03-13 13:43:59 main:574] : INFO : Epoch 1801 | loss: 0.0309889 | val_loss: 0.0312923 | Time: 1329.36 ms
[2022-03-13 13:44:00 main:574] : INFO : Epoch 1802 | loss: 0.0309926 | val_loss: 0.0313475 | Time: 1321.66 ms
[2022-03-13 13:44:01 main:574] : INFO : Epoch 1803 | loss: 0.0309948 | val_loss: 0.0313087 | Time: 1376.57 ms
[2022-03-13 13:44:03 main:574] : INFO : Epoch 1804 | loss: 0.0309851 | val_loss: 0.0313219 | Time: 1490.28 ms
[2022-03-13 13:44:04 main:574] : INFO : Epoch 1805 | loss: 0.0309844 | val_loss: 0.031367 | Time: 1336.07 ms
[2022-03-13 13:44:06 main:574] : INFO : Epoch 1806 | loss: 0.0309832 | val_loss: 0.0313204 | Time: 1330.33 ms
[2022-03-13 13:44:07 main:574] : INFO : Epoch 1807 | loss: 0.0309853 | val_loss: 0.031336 | Time: 1320.82 ms
[2022-03-13 13:44:08 main:574] : INFO : Epoch 1808 | loss: 0.0309855 | val_loss: 0.0313513 | Time: 1333.83 ms
[2022-03-13 13:44:10 main:574] : INFO : Epoch 1809 | loss: 0.0309929 | val_loss: 0.031291 | Time: 1327.15 ms
[2022-03-13 13:44:11 main:574] : INFO : Epoch 1810 | loss: 0.0309868 | val_loss: 0.0313211 | Time: 1327.66 ms
[2022-03-13 13:44:12 main:574] : INFO : Epoch 1811 | loss: 0.0309882 | val_loss: 0.0313369 | Time: 1573.09 ms
[2022-03-13 13:44:14 main:574] : INFO : Epoch 1812 | loss: 0.0309956 | val_loss: 0.0313154 | Time: 1346.59 ms
[2022-03-13 13:44:15 main:574] : INFO : Epoch 1813 | loss: 0.0309892 | val_loss: 0.03134 | Time: 1338.86 ms
[2022-03-13 13:44:17 main:574] : INFO : Epoch 1814 | loss: 0.0309852 | val_loss: 0.0313271 | Time: 1344.34 ms
[2022-03-13 13:44:18 main:574] : INFO : Epoch 1815 | loss: 0.0309869 | val_loss: 0.0313253 | Time: 1330.07 ms
[2022-03-13 13:44:19 main:574] : INFO : Epoch 1816 | loss: 0.030988 | val_loss: 0.0313309 | Time: 1330.26 ms
[2022-03-13 13:44:21 main:574] : INFO : Epoch 1817 | loss: 0.0309869 | val_loss: 0.0313263 | Time: 1319.98 ms
[2022-03-13 13:44:22 main:574] : INFO : Epoch 1818 | loss: 0.0309867 | val_loss: 0.0313384 | Time: 1569.34 ms
[2022-03-13 13:44:24 main:574] : INFO : Epoch 1819 | loss: 0.0309912 | val_loss: 0.031331 | Time: 1402.27 ms
[2022-03-13 13:44:25 main:574] : INFO : Epoch 1820 | loss: 0.0309893 | val_loss: 0.0313254 | Time: 1343.78 ms
[2022-03-13 13:44:26 main:574] : INFO : Epoch 1821 | loss: 0.0309926 | val_loss: 0.0313211 | Time: 1335.17 ms
[2022-03-13 13:44:28 main:574] : INFO : Epoch 1822 | loss: 0.0309898 | val_loss: 0.031349 | Time: 1344.8 ms
[2022-03-13 13:44:29 main:574] : INFO : Epoch 1823 | loss: 0.0309852 | val_loss: 0.0313295 | Time: 1325.13 ms
[2022-03-13 13:44:30 main:574] : INFO : Epoch 1824 | loss: 0.0309916 | val_loss: 0.0313173 | Time: 1339.17 ms
[2022-03-13 13:44:32 main:574] : INFO : Epoch 1825 | loss: 0.0309893 | val_loss: 0.0313149 | Time: 1434.77 ms
[2022-03-13 13:44:33 main:574] : INFO : Epoch 1826 | loss: 0.0309829 | val_loss: 0.0313084 | Time: 1495.98 ms
[2022-03-13 13:44:34 main:574] : INFO : Epoch 1827 | loss: 0.0309941 | val_loss: 0.0313241 | Time: 1325.98 ms
[2022-03-13 13:44:36 main:574] : INFO : Epoch 1828 | loss: 0.0309955 | val_loss: 0.0313133 | Time: 1332.82 ms
[2022-03-13 13:44:37 main:574] : INFO : Epoch 1829 | loss: 0.0309985 | val_loss: 0.0313309 | Time: 1325.32 ms
[2022-03-13 13:44:38 main:574] : INFO : Epoch 1830 | loss: 0.0309813 | val_loss: 0.0313223 | Time: 1322.61 ms
[2022-03-13 13:44:40 main:574] : INFO : Epoch 1831 | loss: 0.0309811 | val_loss: 0.0313541 | Time: 1329.52 ms
[2022-03-13 13:44:41 main:574] : INFO : Epoch 1832 | loss: 0.0309957 | val_loss: 0.0313053 | Time: 1343.22 ms
[2022-03-13 13:44:43 main:574] : INFO : Epoch 1833 | loss: 0.0309874 | val_loss: 0.031318 | Time: 1636.5 ms
[2022-03-13 13:44:44 main:574] : INFO : Epoch 1834 | loss: 0.0309881 | val_loss: 0.0313497 | Time: 1322.86 ms
[2022-03-13 13:44:45 main:574] : INFO : Epoch 1835 | loss: 0.0309882 | val_loss: 0.0313159 | Time: 1321.65 ms
[2022-03-13 13:44:47 main:574] : INFO : Epoch 1836 | loss: 0.0309848 | val_loss: 0.0313323 | Time: 1355.57 ms
[2022-03-13 13:44:49 main:574] : INFO : Epoch 1837 | loss: 0.0309912 | val_loss: 0.0313145 | Time: 2094.3 ms
[2022-03-13 13:44:51 main:574] : INFO : Epoch 1838 | loss: 0.031001 | val_loss: 0.0313126 | Time: 2246.57 ms
[2022-03-13 13:44:53 main:574] : INFO : Epoch 1839 | loss: 0.0309892 | val_loss: 0.0313677 | Time: 1782.61 ms
[2022-03-13 13:44:54 main:574] : INFO : Epoch 1840 | loss: 0.0309922 | val_loss: 0.0313665 | Time: 1322.66 ms
[2022-03-13 13:44:56 main:574] : INFO : Epoch 1841 | loss: 0.0310015 | val_loss: 0.0313046 | Time: 1324.54 ms
[2022-03-13 13:44:57 main:574] : INFO : Epoch 1842 | loss: 0.0310004 | val_loss: 0.0313016 | Time: 1318.11 ms
[2022-03-13 13:44:58 main:574] : INFO : Epoch 1843 | loss: 0.0309969 | val_loss: 0.0313115 | Time: 1326 ms
[2022-03-13 13:45:00 main:574] : INFO : Epoch 1844 | loss: 0.0309929 | val_loss: 0.0313394 | Time: 1327.87 ms
[2022-03-13 13:45:01 main:574] : INFO : Epoch 1845 | loss: 0.0309851 | val_loss: 0.0313349 | Time: 1333.25 ms
[2022-03-13 13:45:02 main:574] : INFO : Epoch 1846 | loss: 0.0309913 | val_loss: 0.0313504 | Time: 1558.86 ms
[2022-03-13 13:45:04 main:574] : INFO : Epoch 1847 | loss: 0.0309977 | val_loss: 0.0313048 | Time: 1364.54 ms
[2022-03-13 13:45:05 main:574] : INFO : Epoch 1848 | loss: 0.0309903 | val_loss: 0.0313627 | Time: 1332.84 ms
[2022-03-13 13:45:07 main:574] : INFO : Epoch 1849 | loss: 0.0309858 | val_loss: 0.0313348 | Time: 1334.47 ms
[2022-03-13 13:45:08 main:574] : INFO : Epoch 1850 | loss: 0.0309872 | val_loss: 0.0313356 | Time: 1335.11 ms
[2022-03-13 13:45:09 main:574] : INFO : Epoch 1851 | loss: 0.0309916 | val_loss: 0.0313535 | Time: 1330.79 ms
[2022-03-13 13:45:11 main:574] : INFO : Epoch 1852 | loss: 0.0309879 | val_loss: 0.0313262 | Time: 1335.43 ms
[2022-03-13 13:45:12 main:574] : INFO : Epoch 1853 | loss: 0.0309905 | val_loss: 0.0313377 | Time: 1518.77 ms
[2022-03-13 13:45:14 main:574] : INFO : Epoch 1854 | loss: 0.0309875 | val_loss: 0.031303 | Time: 1431.64 ms
[2022-03-13 13:45:15 main:574] : INFO : Epoch 1855 | loss: 0.0310005 | val_loss: 0.0312941 | Time: 1326.14 ms
[2022-03-13 13:45:16 main:574] : INFO : Epoch 1856 | loss: 0.0309928 | val_loss: 0.0313315 | Time: 1326.39 ms
[2022-03-13 13:45:18 main:574] : INFO : Epoch 1857 | loss: 0.0309905 | val_loss: 0.0312879 | Time: 1325.88 ms
[2022-03-13 13:45:19 main:574] : INFO : Epoch 1858 | loss: 0.0309902 | val_loss: 0.031361 | Time: 1330.1 ms
[2022-03-13 13:45:20 main:574] : INFO : Epoch 1859 | loss: 0.0309801 | val_loss: 0.0313174 | Time: 1328.65 ms
[2022-03-13 13:45:22 main:574] : INFO : Epoch 1860 | loss: 0.0309799 | val_loss: 0.0313227 | Time: 1351.83 ms
[2022-03-13 13:45:23 main:574] : INFO : Epoch 1861 | loss: 0.0309891 | val_loss: 0.0313424 | Time: 1523.1 ms
[2022-03-13 13:45:24 main:574] : INFO : Epoch 1862 | loss: 0.0309859 | val_loss: 0.0313244 | Time: 1337.68 ms
[2022-03-13 13:45:26 main:574] : INFO : Epoch 1863 | loss: 0.0309865 | val_loss: 0.031301 | Time: 1328.03 ms
[2022-03-13 13:45:27 main:574] : INFO : Epoch 1864 | loss: 0.0309904 | val_loss: 0.0313355 | Time: 1328.85 ms
[2022-03-13 13:45:28 main:574] : INFO : Epoch 1865 | loss: 0.0309923 | val_loss: 0.0313219 | Time: 1329.38 ms
[2022-03-13 13:45:30 main:574] : INFO : Epoch 1866 | loss: 0.0309924 | val_loss: 0.0313151 | Time: 1335 ms
[2022-03-13 13:45:31 main:574] : INFO : Epoch 1867 | loss: 0.0309926 | val_loss: 0.0313298 | Time: 1331.57 ms
[2022-03-13 13:45:33 main:574] : INFO : Epoch 1868 | loss: 0.030986 | val_loss: 0.0313121 | Time: 1478.64 ms
[2022-03-13 13:45:34 main:574] : INFO : Epoch 1869 | loss: 0.0309874 | val_loss: 0.0313103 | Time: 1355.94 ms
[2022-03-13 13:45:35 main:574] : INFO : Epoch 1870 | loss: 0.03099 | val_loss: 0.031318 | Time: 1332.22 ms
[2022-03-13 13:45:37 main:574] : INFO : Epoch 1871 | loss: 0.0309946 | val_loss: 0.0313209 | Time: 1326.53 ms
[2022-03-13 13:45:38 main:574] : INFO : Epoch 1872 | loss: 0.0309862 | val_loss: 0.0313325 | Time: 1330.78 ms
[2022-03-13 13:45:39 main:574] : INFO : Epoch 1873 | loss: 0.0309875 | val_loss: 0.0313359 | Time: 1327.35 ms
[2022-03-13 13:45:41 main:574] : INFO : Epoch 1874 | loss: 0.0310009 | val_loss: 0.0312715 | Time: 1331.47 ms
[2022-03-13 13:45:42 main:574] : INFO : Epoch 1875 | loss: 0.0310014 | val_loss: 0.031303 | Time: 1425.34 ms
[2022-03-13 13:45:43 main:574] : INFO : Epoch 1876 | loss: 0.030996 | val_loss: 0.0313668 | Time: 1469.91 ms
[2022-03-13 13:45:45 main:574] : INFO : Epoch 1877 | loss: 0.0309967 | val_loss: 0.0313053 | Time: 1332.16 ms
[2022-03-13 13:45:46 main:574] : INFO : Epoch 1878 | loss: 0.0309894 | val_loss: 0.0312654 | Time: 1324.66 ms
[2022-03-13 13:45:52 main:574] : INFO : Epoch 1879 | loss: 0.0309918 | val_loss: 0.0312819 | Time: 6083.59 ms
[2022-03-13 13:45:54 main:574] : INFO : Epoch 1880 | loss: 0.0309963 | val_loss: 0.0313187 | Time: 1389.02 ms
[2022-03-13 13:45:55 main:574] : INFO : Epoch 1881 | loss: 0.0309941 | val_loss: 0.0313083 | Time: 1326.29 ms
[2022-03-13 13:45:56 main:574] : INFO : Epoch 1882 | loss: 0.0309896 | val_loss: 0.0313266 | Time: 1327.28 ms
[2022-03-13 13:45:58 main:574] : INFO : Epoch 1883 | loss: 0.0309877 | val_loss: 0.0312782 | Time: 1321.05 ms
[2022-03-13 13:45:59 main:574] : INFO : Epoch 1884 | loss: 0.0310004 | val_loss: 0.0313338 | Time: 1329.28 ms
[2022-03-13 13:46:00 main:574] : INFO : Epoch 1885 | loss: 0.0309945 | val_loss: 0.0313074 | Time: 1336.36 ms
[2022-03-13 13:46:02 main:574] : INFO : Epoch 1886 | loss: 0.0309845 | val_loss: 0.0313163 | Time: 1387.64 ms
[2022-03-13 13:46:03 main:574] : INFO : Epoch 1887 | loss: 0.0309954 | val_loss: 0.0313502 | Time: 1593.44 ms
[2022-03-13 13:46:05 main:574] : INFO : Epoch 1888 | loss: 0.0309945 | val_loss: 0.0313002 | Time: 1334.64 ms
[2022-03-13 13:46:06 main:574] : INFO : Epoch 1889 | loss: 0.0309943 | val_loss: 0.0313291 | Time: 1329.8 ms
[2022-03-13 13:46:07 main:574] : INFO : Epoch 1890 | loss: 0.0309915 | val_loss: 0.0313253 | Time: 1338.81 ms
[2022-03-13 13:46:09 main:574] : INFO : Epoch 1891 | loss: 0.0309832 | val_loss: 0.0313221 | Time: 1330.13 ms
[2022-03-13 13:46:10 main:574] : INFO : Epoch 1892 | loss: 0.0309836 | val_loss: 0.0313027 | Time: 1329.08 ms
[2022-03-13 13:46:11 main:574] : INFO : Epoch 1893 | loss: 0.0309913 | val_loss: 0.0313303 | Time: 1352.66 ms
[2022-03-13 13:46:13 main:574] : INFO : Epoch 1894 | loss: 0.0310007 | val_loss: 0.0313225 | Time: 1583.19 ms
[2022-03-13 13:46:14 main:574] : INFO : Epoch 1895 | loss: 0.030992 | val_loss: 0.0313553 | Time: 1329.38 ms
[2022-03-13 13:46:16 main:574] : INFO : Epoch 1896 | loss: 0.0309854 | val_loss: 0.0313277 | Time: 1332.73 ms
[2022-03-13 13:46:17 main:574] : INFO : Epoch 1897 | loss: 0.0309935 | val_loss: 0.0313193 | Time: 1344.08 ms
[2022-03-13 13:46:18 main:574] : INFO : Epoch 1898 | loss: 0.0309904 | val_loss: 0.0313117 | Time: 1336.97 ms
[2022-03-13 13:46:20 main:574] : INFO : Epoch 1899 | loss: 0.0309973 | val_loss: 0.0313032 | Time: 1333.67 ms
[2022-03-13 13:46:21 main:574] : INFO : Epoch 1900 | loss: 0.0309956 | val_loss: 0.0312995 | Time: 1344.33 ms
[2022-03-13 13:46:23 main:574] : INFO : Epoch 1901 | loss: 0.0309999 | val_loss: 0.0312978 | Time: 1686.86 ms
[2022-03-13 13:46:24 main:574] : INFO : Epoch 1902 | loss: 0.0309951 | val_loss: 0.0313491 | Time: 1358.01 ms
[2022-03-13 13:46:25 main:574] : INFO : Epoch 1903 | loss: 0.030997 | val_loss: 0.0313252 | Time: 1345.78 ms
[2022-03-13 13:46:27 main:574] : INFO : Epoch 1904 | loss: 0.030995 | val_loss: 0.0313309 | Time: 1333.05 ms
[2022-03-13 13:46:28 main:574] : INFO : Epoch 1905 | loss: 0.0309836 | val_loss: 0.0313275 | Time: 1329.19 ms
[2022-03-13 13:46:29 main:574] : INFO : Epoch 1906 | loss: 0.0309873 | val_loss: 0.0313445 | Time: 1322.19 ms
[2022-03-13 13:46:31 main:574] : INFO : Epoch 1907 | loss: 0.0309823 | val_loss: 0.031363 | Time: 1324.41 ms
[2022-03-13 13:46:32 main:574] : INFO : Epoch 1908 | loss: 0.0309953 | val_loss: 0.0312967 | Time: 1516.29 ms
[2022-03-13 13:46:34 main:574] : INFO : Epoch 1909 | loss: 0.0309933 | val_loss: 0.0313274 | Time: 1384.44 ms
[2022-03-13 13:46:35 main:574] : INFO : Epoch 1910 | loss: 0.030997 | val_loss: 0.0313115 | Time: 1325.88 ms
[2022-03-13 13:46:36 main:574] : INFO : Epoch 1911 | loss: 0.030993 | val_loss: 0.031347 | Time: 1323.31 ms
[2022-03-13 13:46:38 main:574] : INFO : Epoch 1912 | loss: 0.0309878 | val_loss: 0.0313052 | Time: 1332.03 ms
[2022-03-13 13:46:39 main:574] : INFO : Epoch 1913 | loss: 0.0309896 | val_loss: 0.031331 | Time: 1327.75 ms
[2022-03-13 13:46:40 main:574] : INFO : Epoch 1914 | loss: 0.0309873 | val_loss: 0.0312928 | Time: 1337.85 ms
[2022-03-13 13:46:42 main:574] : INFO : Epoch 1915 | loss: 0.0309921 | val_loss: 0.0313122 | Time: 1358.62 ms
[2022-03-13 13:46:43 main:574] : INFO : Epoch 1916 | loss: 0.0309901 | val_loss: 0.0313236 | Time: 1529.2 ms
[2022-03-13 13:46:44 main:574] : INFO : Epoch 1917 | loss: 0.0309887 | val_loss: 0.0313233 | Time: 1332.45 ms
[2022-03-13 13:46:46 main:574] : INFO : Epoch 1918 | loss: 0.0309846 | val_loss: 0.03133 | Time: 1338.65 ms
[2022-03-13 13:46:47 main:574] : INFO : Epoch 1919 | loss: 0.0309943 | val_loss: 0.0313027 | Time: 1341.65 ms
[2022-03-13 13:46:49 main:574] : INFO : Epoch 1920 | loss: 0.0309874 | val_loss: 0.0313042 | Time: 1790.25 ms
[2022-03-13 13:46:54 main:574] : INFO : Epoch 1921 | loss: 0.0309892 | val_loss: 0.03136 | Time: 1413.54 ms
[2022-03-13 13:46:55 main:574] : INFO : Epoch 1922 | loss: 0.0309889 | val_loss: 0.0313042 | Time: 1328.52 ms
[2022-03-13 13:46:56 main:574] : INFO : Epoch 1923 | loss: 0.0309896 | val_loss: 0.0312961 | Time: 1328.34 ms
[2022-03-13 13:46:58 main:574] : INFO : Epoch 1924 | loss: 0.0309963 | val_loss: 0.0313335 | Time: 1328.56 ms
[2022-03-13 13:46:59 main:574] : INFO : Epoch 1925 | loss: 0.0310053 | val_loss: 0.0313382 | Time: 1331.17 ms
[2022-03-13 13:47:00 main:574] : INFO : Epoch 1926 | loss: 0.0309907 | val_loss: 0.0313731 | Time: 1328.7 ms
[2022-03-13 13:47:02 main:574] : INFO : Epoch 1927 | loss: 0.0309896 | val_loss: 0.0312915 | Time: 1351.16 ms
[2022-03-13 13:47:03 main:574] : INFO : Epoch 1928 | loss: 0.031056 | val_loss: 0.031377 | Time: 1524.23 ms
[2022-03-13 13:47:05 main:574] : INFO : Epoch 1929 | loss: 0.033671 | val_loss: 0.0327161 | Time: 1325.82 ms
[2022-03-13 13:47:06 main:574] : INFO : Epoch 1930 | loss: 0.0322651 | val_loss: 0.0314024 | Time: 1336.3 ms
[2022-03-13 13:47:07 main:574] : INFO : Epoch 1931 | loss: 0.0313759 | val_loss: 0.0313028 | Time: 1331.94 ms
[2022-03-13 13:47:09 main:574] : INFO : Epoch 1932 | loss: 0.0312726 | val_loss: 0.0312572 | Time: 1332.31 ms
[2022-03-13 13:47:10 main:574] : INFO : Epoch 1933 | loss: 0.0312548 | val_loss: 0.0312511 | Time: 1332.04 ms
[2022-03-13 13:47:11 main:574] : INFO : Epoch 1934 | loss: 0.0312508 | val_loss: 0.0312491 | Time: 1331.68 ms
[2022-03-13 13:47:13 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 1572.73 ms
[2022-03-13 13:47:14 main:574] : INFO : Epoch 1936 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1364.22 ms
[2022-03-13 13:47:16 main:574] : INFO : Epoch 1937 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1331.29 ms
[2022-03-13 13:47:17 main:574] : INFO : Epoch 1938 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1333.4 ms
[2022-03-13 13:47:18 main:574] : INFO : Epoch 1939 | loss: 0.0312477 | val_loss: 0.031248 | Time: 1333.01 ms
[2022-03-13 13:47:20 main:574] : INFO : Epoch 1940 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1324.24 ms
[2022-03-13 13:47:21 main:574] : INFO : Epoch 1941 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1336.98 ms
[2022-03-13 13:47:22 main:574] : INFO : Epoch 1942 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 1556.06 ms
[2022-03-13 13:47:24 main:574] : INFO : Epoch 1943 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1387.7 ms
[2022-03-13 13:47:25 main:574] : INFO : Epoch 1944 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 1334.44 ms
[2022-03-13 13:47:26 main:574] : INFO : Epoch 1945 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 1328.45 ms
[2022-03-13 13:47:28 main:574] : INFO : Epoch 1946 | loss: 0.0312418 | val_loss: 0.0312404 | Time: 1331.33 ms
[2022-03-13 13:47:29 main:574] : INFO : Epoch 1947 | loss: 0.0312404 | val_loss: 0.0312378 | Time: 1326.83 ms
[2022-03-13 13:47:30 main:574] : INFO : Epoch 1948 | loss: 0.031239 | val_loss: 0.031237 | Time: 1329.91 ms
[2022-03-13 13:47:32 main:574] : INFO : Epoch 1949 | loss: 0.0312372 | val_loss: 0.0312339 | Time: 1451.04 ms
[2022-03-13 13:47:34 main:574] : INFO : Epoch 1950 | loss: 0.0312341 | val_loss: 0.0312343 | Time: 1569.21 ms
[2022-03-13 13:47:35 main:574] : INFO : Epoch 1951 | loss: 0.0312329 | val_loss: 0.0312347 | Time: 1330.37 ms
[2022-03-13 13:47:36 main:574] : INFO : Epoch 1952 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 1331.19 ms
[2022-03-13 13:47:38 main:574] : INFO : Epoch 1953 | loss: 0.0312262 | val_loss: 0.0312244 | Time: 1329.69 ms
[2022-03-13 13:47:39 main:574] : INFO : Epoch 1954 | loss: 0.0312227 | val_loss: 0.0312265 | Time: 1324.89 ms
[2022-03-13 13:47:40 main:574] : INFO : Epoch 1955 | loss: 0.0312232 | val_loss: 0.0312465 | Time: 1338.07 ms
[2022-03-13 13:47:42 main:574] : INFO : Epoch 1956 | loss: 0.031232 | val_loss: 0.0312217 | Time: 1350.62 ms
[2022-03-13 13:47:43 main:574] : INFO : Epoch 1957 | loss: 0.0312187 | val_loss: 0.0312186 | Time: 1622.78 ms
[2022-03-13 13:47:45 main:574] : INFO : Epoch 1958 | loss: 0.031217 | val_loss: 0.0312138 | Time: 1328.79 ms
[2022-03-13 13:47:46 main:574] : INFO : Epoch 1959 | loss: 0.0312128 | val_loss: 0.0312139 | Time: 1333.23 ms
[2022-03-13 13:47:47 main:574] : INFO : Epoch 1960 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 1330.17 ms
[2022-03-13 13:47:49 main:574] : INFO : Epoch 1961 | loss: 0.0312088 | val_loss: 0.0312128 | Time: 1579.24 ms
[2022-03-13 13:47:51 main:574] : INFO : Epoch 1962 | loss: 0.0312086 | val_loss: 0.0312123 | Time: 2373.43 ms
[2022-03-13 13:47:53 main:574] : INFO : Epoch 1963 | loss: 0.0312049 | val_loss: 0.0312131 | Time: 1867.24 ms
[2022-03-13 13:47:54 main:574] : INFO : Epoch 1964 | loss: 0.0312048 | val_loss: 0.0312056 | Time: 1327.39 ms
[2022-03-13 13:47:56 main:574] : INFO : Epoch 1965 | loss: 0.0312029 | val_loss: 0.0312048 | Time: 1332.34 ms
[2022-03-13 13:47:57 main:574] : INFO : Epoch 1966 | loss: 0.0312028 | val_loss: 0.0312054 | Time: 1331.21 ms
[2022-03-13 13:47:58 main:574] : INFO : Epoch 1967 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1324.52 ms
[2022-03-13 13:48:00 main:574] : INFO : Epoch 1968 | loss: 0.0312033 | val_loss: 0.0312028 | Time: 1325.74 ms
[2022-03-13 13:48:01 main:574] : INFO : Epoch 1969 | loss: 0.0312057 | val_loss: 0.0312167 | Time: 1322.95 ms
[2022-03-13 13:48:03 main:574] : INFO : Epoch 1970 | loss: 0.0312055 | val_loss: 0.0312018 | Time: 1534.02 ms
[2022-03-13 13:48:04 main:574] : INFO : Epoch 1971 | loss: 0.0312061 | val_loss: 0.0312087 | Time: 1381.09 ms
[2022-03-13 13:48:05 main:574] : INFO : Epoch 1972 | loss: 0.0312068 | val_loss: 0.0312057 | Time: 1328.27 ms
[2022-03-13 13:48:07 main:574] : INFO : Epoch 1973 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 1328.33 ms
[2022-03-13 13:48:08 main:574] : INFO : Epoch 1974 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 1328.97 ms
[2022-03-13 13:48:09 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0311984 | Time: 1324.52 ms
[2022-03-13 13:48:11 main:574] : INFO : Epoch 1976 | loss: 0.031197 | val_loss: 0.0311985 | Time: 1326.36 ms
[2022-03-13 13:48:12 main:574] : INFO : Epoch 1977 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 1408.48 ms
[2022-03-13 13:48:13 main:574] : INFO : Epoch 1978 | loss: 0.0311956 | val_loss: 0.0312107 | Time: 1455.57 ms
[2022-03-13 13:48:15 main:574] : INFO : Epoch 1979 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 1331.38 ms
[2022-03-13 13:48:16 main:574] : INFO : Epoch 1980 | loss: 0.0311941 | val_loss: 0.0311951 | Time: 1332.37 ms
[2022-03-13 13:48:17 main:574] : INFO : Epoch 1981 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 1330.07 ms
[2022-03-13 13:48:19 main:574] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 1326.47 ms
[2022-03-13 13:48:20 main:574] : INFO : Epoch 1983 | loss: 0.0311935 | val_loss: 0.0312156 | Time: 1327.44 ms
[2022-03-13 13:48:21 main:574] : INFO : Epoch 1984 | loss: 0.0311956 | val_loss: 0.0312046 | Time: 1335.72 ms
[2022-03-13 13:48:23 main:574] : INFO : Epoch 1985 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 1682.34 ms
[2022-03-13 13:48:25 main:574] : INFO : Epoch 1986 | loss: 0.0311885 | val_loss: 0.0311962 | Time: 1332.18 ms
[2022-03-13 13:48:26 main:574] : INFO : Epoch 1987 | loss: 0.0311868 | val_loss: 0.0311939 | Time: 1331.08 ms
[2022-03-13 13:48:27 main:574] : INFO : Epoch 1988 | loss: 0.0311899 | val_loss: 0.0312049 | Time: 1319.06 ms
[2022-03-13 13:48:28 main:574] : INFO : Epoch 1989 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 1334.15 ms
[2022-03-13 13:48:30 main:574] : INFO : Epoch 1990 | loss: 0.0311872 | val_loss: 0.0312006 | Time: 1327.4 ms
[2022-03-13 13:48:31 main:574] : INFO : Epoch 1991 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 1328.28 ms
[2022-03-13 13:48:33 main:574] : INFO : Epoch 1992 | loss: 0.0311864 | val_loss: 0.0311929 | Time: 1605.24 ms
[2022-03-13 13:48:34 main:574] : INFO : Epoch 1993 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 1326.43 ms
[2022-03-13 13:48:35 main:574] : INFO : Epoch 1994 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 1330 ms
[2022-03-13 13:48:37 main:574] : INFO : Epoch 1995 | loss: 0.0311855 | val_loss: 0.0311959 | Time: 1319.41 ms
[2022-03-13 13:48:38 main:574] : INFO : Epoch 1996 | loss: 0.0311858 | val_loss: 0.0311929 | Time: 1328.68 ms
[2022-03-13 13:48:39 main:574] : INFO : Epoch 1997 | loss: 0.0311839 | val_loss: 0.0311913 | Time: 1327.45 ms
[2022-03-13 13:48:41 main:574] : INFO : Epoch 1998 | loss: 0.031183 | val_loss: 0.0311899 | Time: 1329.65 ms
[2022-03-13 13:48:42 main:574] : INFO : Epoch 1999 | loss: 0.0311852 | val_loss: 0.0311915 | Time: 1491.71 ms
[2022-03-13 13:48:44 main:574] : INFO : Epoch 2000 | loss: 0.031183 | val_loss: 0.0311915 | Time: 1470.19 ms
[2022-03-13 13:48:45 main:574] : INFO : Epoch 2001 | loss: 0.031183 | val_loss: 0.0311944 | Time: 1335.28 ms
[2022-03-13 13:48:46 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 1337.56 ms
[2022-03-13 13:48:48 main:574] : INFO : Epoch 2003 | loss: 0.0311816 | val_loss: 0.0311891 | Time: 1337.88 ms
[2022-03-13 13:48:53 main:574] : INFO : Epoch 2004 | loss: 0.0311827 | val_loss: 0.03119 | Time: 5670.18 ms
[2022-03-13 13:48:55 main:574] : INFO : Epoch 2005 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 1336.52 ms
[2022-03-13 13:48:56 main:574] : INFO : Epoch 2006 | loss: 0.0311839 | val_loss: 0.0311888 | Time: 1343.58 ms
[2022-03-13 13:48:57 main:574] : INFO : Epoch 2007 | loss: 0.0311815 | val_loss: 0.0311973 | Time: 1345.39 ms
[2022-03-13 13:48:59 main:574] : INFO : Epoch 2008 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 1328.23 ms
[2022-03-13 13:49:00 main:574] : INFO : Epoch 2009 | loss: 0.0311889 | val_loss: 0.0311994 | Time: 1324.52 ms
[2022-03-13 13:49:01 main:574] : INFO : Epoch 2010 | loss: 0.0311828 | val_loss: 0.0311894 | Time: 1324.4 ms
[2022-03-13 13:49:03 main:574] : INFO : Epoch 2011 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 1569.08 ms
[2022-03-13 13:49:04 main:574] : INFO : Epoch 2012 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 1351.94 ms
[2022-03-13 13:49:06 main:574] : INFO : Epoch 2013 | loss: 0.0311907 | val_loss: 0.0311905 | Time: 1326.55 ms
[2022-03-13 13:49:07 main:574] : INFO : Epoch 2014 | loss: 0.0311823 | val_loss: 0.0311943 | Time: 1328.1 ms
[2022-03-13 13:49:08 main:574] : INFO : Epoch 2015 | loss: 0.0311842 | val_loss: 0.0311925 | Time: 1336.78 ms
[2022-03-13 13:49:10 main:574] : INFO : Epoch 2016 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 1326.89 ms
[2022-03-13 13:49:11 main:574] : INFO : Epoch 2017 | loss: 0.0311794 | val_loss: 0.0311884 | Time: 1339.54 ms
[2022-03-13 13:49:13 main:574] : INFO : Epoch 2018 | loss: 0.0311817 | val_loss: 0.031203 | Time: 1548.25 ms
[2022-03-13 13:49:14 main:574] : INFO : Epoch 2019 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 1403.28 ms
[2022-03-13 13:49:15 main:574] : INFO : Epoch 2020 | loss: 0.0311776 | val_loss: 0.0311885 | Time: 1326.07 ms
[2022-03-13 13:49:17 main:574] : INFO : Epoch 2021 | loss: 0.0311785 | val_loss: 0.0311902 | Time: 1329.58 ms
[2022-03-13 13:49:18 main:574] : INFO : Epoch 2022 | loss: 0.0311801 | val_loss: 0.0311944 | Time: 1336.29 ms
[2022-03-13 13:49:19 main:574] : INFO : Epoch 2023 | loss: 0.0311774 | val_loss: 0.03119 | Time: 1322.19 ms
[2022-03-13 13:49:21 main:574] : INFO : Epoch 2024 | loss: 0.031176 | val_loss: 0.0311897 | Time: 1332.34 ms
[2022-03-13 13:49:22 main:574] : INFO : Epoch 2025 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 1397.91 ms
[2022-03-13 13:49:24 main:574] : INFO : Epoch 2026 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1496.58 ms
[2022-03-13 13:49:25 main:574] : INFO : Epoch 2027 | loss: 0.0311751 | val_loss: 0.0311877 | Time: 1333.45 ms
[2022-03-13 13:49:26 main:574] : INFO : Epoch 2028 | loss: 0.0311753 | val_loss: 0.0311881 | Time: 1322.62 ms
[2022-03-13 13:49:28 main:574] : INFO : Epoch 2029 | loss: 0.0311753 | val_loss: 0.0311903 | Time: 1331.66 ms
[2022-03-13 13:49:29 main:574] : INFO : Epoch 2030 | loss: 0.0311761 | val_loss: 0.031191 | Time: 1327.64 ms
[2022-03-13 13:49:30 main:574] : INFO : Epoch 2031 | loss: 0.0311749 | val_loss: 0.0311873 | Time: 1328.48 ms
[2022-03-13 13:49:32 main:574] : INFO : Epoch 2032 | loss: 0.0311779 | val_loss: 0.031191 | Time: 1344.84 ms
[2022-03-13 13:49:33 main:574] : INFO : Epoch 2033 | loss: 0.031176 | val_loss: 0.0311897 | Time: 1561.4 ms
[2022-03-13 13:49:34 main:574] : INFO : Epoch 2034 | loss: 0.0311732 | val_loss: 0.0311881 | Time: 1337.8 ms
[2022-03-13 13:49:36 main:574] : INFO : Epoch 2035 | loss: 0.0311725 | val_loss: 0.0311856 | Time: 1341.42 ms
[2022-03-13 13:49:37 main:574] : INFO : Epoch 2036 | loss: 0.0311739 | val_loss: 0.0311901 | Time: 1347.31 ms
[2022-03-13 13:49:39 main:574] : INFO : Epoch 2037 | loss: 0.0311742 | val_loss: 0.0311861 | Time: 1327.1 ms
[2022-03-13 13:49:40 main:574] : INFO : Epoch 2038 | loss: 0.0311712 | val_loss: 0.0311873 | Time: 1329.53 ms
[2022-03-13 13:49:41 main:574] : INFO : Epoch 2039 | loss: 0.0311716 | val_loss: 0.0311864 | Time: 1336.44 ms
[2022-03-13 13:49:43 main:574] : INFO : Epoch 2040 | loss: 0.031172 | val_loss: 0.0311908 | Time: 1509.3 ms
[2022-03-13 13:49:44 main:574] : INFO : Epoch 2041 | loss: 0.0311714 | val_loss: 0.0311848 | Time: 1355.58 ms
[2022-03-13 13:49:45 main:574] : INFO : Epoch 2042 | loss: 0.0311703 | val_loss: 0.0311867 | Time: 1320.09 ms
[2022-03-13 13:49:47 main:574] : INFO : Epoch 2043 | loss: 0.0311744 | val_loss: 0.0311945 | Time: 1332.17 ms
[2022-03-13 13:49:48 main:574] : INFO : Epoch 2044 | loss: 0.0311738 | val_loss: 0.0311861 | Time: 1341.6 ms
[2022-03-13 13:49:50 main:574] : INFO : Epoch 2045 | loss: 0.0311702 | val_loss: 0.0311854 | Time: 1811.12 ms
[2022-03-13 13:49:54 main:574] : INFO : Epoch 2046 | loss: 0.03117 | val_loss: 0.0311886 | Time: 1386.98 ms
[2022-03-13 13:49:55 main:574] : INFO : Epoch 2047 | loss: 0.031168 | val_loss: 0.0311866 | Time: 1338.05 ms
[2022-03-13 13:49:57 main:574] : INFO : Epoch 2048 | loss: 0.0311716 | val_loss: 0.0311842 | Time: 1331.27 ms
[2022-03-13 13:49:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842
[2022-03-13 13:49:57 main:603] : INFO : Saving end state to config to file
[2022-03-13 13:49:57 main:608] : INFO : Success, exiting..
13:49:57 (13280): 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)