Task 12539241
| Name | ParityModified-1645993764-22333-1-0_0 |
| Workunit | 9702490 |
| Created | 4 Mar 2022, 14:09:02 UTC |
| Sent | 7 Mar 2022, 14:57:49 UTC |
| Report deadline | 15 Mar 2022, 14:57:49 UTC |
| Received | 7 Mar 2022, 16:54:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 1 sec |
| CPU time | 40 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311769 | val_loss: 0.031194 | Time: 1185.4 ms
[2022-03-07 09:44:02 main:574] : INFO : Epoch 1543 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 1197.58 ms
[2022-03-07 09:44:03 main:574] : INFO : Epoch 1544 | loss: 0.0311752 | val_loss: 0.0311875 | Time: 1201.6 ms
[2022-03-07 09:44:05 main:574] : INFO : Epoch 1545 | loss: 0.0311749 | val_loss: 0.0311886 | Time: 1205.69 ms
[2022-03-07 09:44:06 main:574] : INFO : Epoch 1546 | loss: 0.0311759 | val_loss: 0.0311909 | Time: 1198.74 ms
[2022-03-07 09:44:07 main:574] : INFO : Epoch 1547 | loss: 0.0311763 | val_loss: 0.0311921 | Time: 1178.16 ms
[2022-03-07 09:44:08 main:574] : INFO : Epoch 1548 | loss: 0.0311759 | val_loss: 0.0311942 | Time: 1188.39 ms
[2022-03-07 09:44:09 main:574] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 1199.01 ms
[2022-03-07 09:44:11 main:574] : INFO : Epoch 1550 | loss: 0.0311749 | val_loss: 0.0311849 | Time: 1198.79 ms
[2022-03-07 09:44:12 main:574] : INFO : Epoch 1551 | loss: 0.0311703 | val_loss: 0.0311854 | Time: 1203.62 ms
[2022-03-07 09:44:13 main:574] : INFO : Epoch 1552 | loss: 0.0311689 | val_loss: 0.0311854 | Time: 1215.61 ms
[2022-03-07 09:44:14 main:574] : INFO : Epoch 1553 | loss: 0.0311713 | val_loss: 0.031185 | Time: 1196.79 ms
[2022-03-07 09:44:15 main:574] : INFO : Epoch 1554 | loss: 0.0311721 | val_loss: 0.0311868 | Time: 1177.82 ms
[2022-03-07 09:44:16 main:574] : INFO : Epoch 1555 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 1182.26 ms
[2022-03-07 09:44:18 main:574] : INFO : Epoch 1556 | loss: 0.0311672 | val_loss: 0.0311857 | Time: 1175.45 ms
[2022-03-07 09:44:19 main:574] : INFO : Epoch 1557 | loss: 0.0311673 | val_loss: 0.031187 | Time: 1201.01 ms
[2022-03-07 09:44:20 main:574] : INFO : Epoch 1558 | loss: 0.031166 | val_loss: 0.0311861 | Time: 1202.29 ms
[2022-03-07 09:44:21 main:574] : INFO : Epoch 1559 | loss: 0.0311653 | val_loss: 0.0311855 | Time: 1188.42 ms
[2022-03-07 09:44:22 main:574] : INFO : Epoch 1560 | loss: 0.0311648 | val_loss: 0.0311867 | Time: 1177.66 ms
[2022-03-07 09:44:24 main:574] : INFO : Epoch 1561 | loss: 0.0311653 | val_loss: 0.0311876 | Time: 1178.2 ms
[2022-03-07 09:44:25 main:574] : INFO : Epoch 1562 | loss: 0.0311644 | val_loss: 0.0311867 | Time: 1191.83 ms
[2022-03-07 09:44:26 main:574] : INFO : Epoch 1563 | loss: 0.0311627 | val_loss: 0.0311865 | Time: 1196.35 ms
[2022-03-07 09:44:27 main:574] : INFO : Epoch 1564 | loss: 0.0311678 | val_loss: 0.031207 | Time: 1178.51 ms
[2022-03-07 09:44:28 main:574] : INFO : Epoch 1565 | loss: 0.0311681 | val_loss: 0.0311934 | Time: 1193.53 ms
[2022-03-07 09:44:30 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311879 | Time: 1202.86 ms
[2022-03-07 09:44:31 main:574] : INFO : Epoch 1567 | loss: 0.031163 | val_loss: 0.0311882 | Time: 1203.77 ms
[2022-03-07 09:44:32 main:574] : INFO : Epoch 1568 | loss: 0.0311603 | val_loss: 0.031189 | Time: 1189.12 ms
[2022-03-07 09:44:33 main:574] : INFO : Epoch 1569 | loss: 0.0311607 | val_loss: 0.0311873 | Time: 1206.25 ms
[2022-03-07 09:44:34 main:574] : INFO : Epoch 1570 | loss: 0.0311608 | val_loss: 0.0311894 | Time: 1203.87 ms
[2022-03-07 09:44:36 main:574] : INFO : Epoch 1571 | loss: 0.0311608 | val_loss: 0.03119 | Time: 1205.21 ms
[2022-03-07 09:44:37 main:574] : INFO : Epoch 1572 | loss: 0.0311609 | val_loss: 0.0311875 | Time: 1196.8 ms
[2022-03-07 09:44:38 main:574] : INFO : Epoch 1573 | loss: 0.0311583 | val_loss: 0.0311899 | Time: 1179.25 ms
[2022-03-07 09:44:39 main:574] : INFO : Epoch 1574 | loss: 0.0311576 | val_loss: 0.0311945 | Time: 1189.67 ms
[2022-03-07 09:44:40 main:574] : INFO : Epoch 1575 | loss: 0.0311596 | val_loss: 0.0311895 | Time: 1176.78 ms
[2022-03-07 09:44:42 main:574] : INFO : Epoch 1576 | loss: 0.0311578 | val_loss: 0.0311877 | Time: 1176.29 ms
[2022-03-07 09:44:43 main:574] : INFO : Epoch 1577 | loss: 0.0311572 | val_loss: 0.0311898 | Time: 1191.61 ms
[2022-03-07 09:44:44 main:574] : INFO : Epoch 1578 | loss: 0.0311586 | val_loss: 0.031197 | Time: 1191.15 ms
[2022-03-07 09:44:45 main:574] : INFO : Epoch 1579 | loss: 0.0311569 | val_loss: 0.031189 | Time: 1187.47 ms
[2022-03-07 09:44:46 main:574] : INFO : Epoch 1580 | loss: 0.0311558 | val_loss: 0.0311894 | Time: 1184.3 ms
[2022-03-07 09:44:47 main:574] : INFO : Epoch 1581 | loss: 0.0311576 | val_loss: 0.0311869 | Time: 1168.32 ms
[2022-03-07 09:44:49 main:574] : INFO : Epoch 1582 | loss: 0.0311571 | val_loss: 0.0311879 | Time: 1189.16 ms
[2022-03-07 09:44:50 main:574] : INFO : Epoch 1583 | loss: 0.0311537 | val_loss: 0.0311902 | Time: 1197.15 ms
[2022-03-07 09:44:51 main:574] : INFO : Epoch 1584 | loss: 0.0311524 | val_loss: 0.0311882 | Time: 1198.18 ms
[2022-03-07 09:44:52 main:574] : INFO : Epoch 1585 | loss: 0.0311554 | val_loss: 0.031198 | Time: 1207.24 ms
[2022-03-07 09:44:53 main:574] : INFO : Epoch 1586 | loss: 0.0311552 | val_loss: 0.0311959 | Time: 1178.18 ms
[2022-03-07 09:44:55 main:574] : INFO : Epoch 1587 | loss: 0.0311527 | val_loss: 0.0311891 | Time: 1179.72 ms
[2022-03-07 09:44:56 main:574] : INFO : Epoch 1588 | loss: 0.031153 | val_loss: 0.0311888 | Time: 1174.8 ms
[2022-03-07 09:44:57 main:574] : INFO : Epoch 1589 | loss: 0.0311508 | val_loss: 0.0311887 | Time: 1204.75 ms
[2022-03-07 09:44:58 main:574] : INFO : Epoch 1590 | loss: 0.0311491 | val_loss: 0.0311901 | Time: 1196.3 ms
[2022-03-07 09:44:59 main:574] : INFO : Epoch 1591 | loss: 0.0311488 | val_loss: 0.03119 | Time: 1203.78 ms
[2022-03-07 09:45:01 main:574] : INFO : Epoch 1592 | loss: 0.0311508 | val_loss: 0.031198 | Time: 1195.53 ms
[2022-03-07 09:45:02 main:574] : INFO : Epoch 1593 | loss: 0.0311507 | val_loss: 0.0311935 | Time: 1204.42 ms
[2022-03-07 09:45:03 main:574] : INFO : Epoch 1594 | loss: 0.0311549 | val_loss: 0.0311932 | Time: 1193.12 ms
[2022-03-07 09:45:04 main:574] : INFO : Epoch 1595 | loss: 0.0311512 | val_loss: 0.031193 | Time: 1181.8 ms
[2022-03-07 09:45:05 main:574] : INFO : Epoch 1596 | loss: 0.0311487 | val_loss: 0.0311869 | Time: 1194.32 ms
[2022-03-07 09:45:07 main:574] : INFO : Epoch 1597 | loss: 0.0311481 | val_loss: 0.0311874 | Time: 1158.43 ms
[2022-03-07 09:45:08 main:574] : INFO : Epoch 1598 | loss: 0.0311525 | val_loss: 0.0311852 | Time: 1188.22 ms
[2022-03-07 09:45:09 main:574] : INFO : Epoch 1599 | loss: 0.0311517 | val_loss: 0.0311895 | Time: 1185.58 ms
[2022-03-07 09:45:10 main:574] : INFO : Epoch 1600 | loss: 0.0311464 | val_loss: 0.0311923 | Time: 1194.3 ms
[2022-03-07 09:45:11 main:574] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.031188 | Time: 1193.88 ms
[2022-03-07 09:45:12 main:574] : INFO : Epoch 1602 | loss: 0.0311572 | val_loss: 0.0311856 | Time: 1189.59 ms
[2022-03-07 09:45:14 main:574] : INFO : Epoch 1603 | loss: 0.0311538 | val_loss: 0.0311872 | Time: 1170.32 ms
[2022-03-07 09:45:15 main:574] : INFO : Epoch 1604 | loss: 0.0311507 | val_loss: 0.0311837 | Time: 1189.08 ms
[2022-03-07 09:45:16 main:574] : INFO : Epoch 1605 | loss: 0.0311473 | val_loss: 0.0311868 | Time: 1187.77 ms
[2022-03-07 09:45:17 main:574] : INFO : Epoch 1606 | loss: 0.0311459 | val_loss: 0.0311903 | Time: 1174.66 ms
[2022-03-07 09:45:18 main:574] : INFO : Epoch 1607 | loss: 0.0311461 | val_loss: 0.0311887 | Time: 1183.88 ms
[2022-03-07 09:45:20 main:574] : INFO : Epoch 1608 | loss: 0.031146 | val_loss: 0.0311915 | Time: 1175.09 ms
[2022-03-07 09:45:21 main:574] : INFO : Epoch 1609 | loss: 0.0311447 | val_loss: 0.0311915 | Time: 1178.01 ms
[2022-03-07 09:45:22 main:574] : INFO : Epoch 1610 | loss: 0.0311465 | val_loss: 0.0311866 | Time: 1184.95 ms
[2022-03-07 09:45:23 main:574] : INFO : Epoch 1611 | loss: 0.0311453 | val_loss: 0.0311946 | Time: 1177.5 ms
[2022-03-07 09:45:24 main:574] : INFO : Epoch 1612 | loss: 0.0311427 | val_loss: 0.0311907 | Time: 1175.29 ms
[2022-03-07 09:45:25 main:574] : INFO : Epoch 1613 | loss: 0.0311454 | val_loss: 0.0311925 | Time: 1181.44 ms
[2022-03-07 09:45:27 main:574] : INFO : Epoch 1614 | loss: 0.0311446 | val_loss: 0.0311904 | Time: 1184.44 ms
[2022-03-07 09:45:28 main:574] : INFO : Epoch 1615 | loss: 0.0311444 | val_loss: 0.0311863 | Time: 1204.76 ms
[2022-03-07 09:45:29 main:574] : INFO : Epoch 1616 | loss: 0.0311437 | val_loss: 0.0311865 | Time: 1194.48 ms
[2022-03-07 09:45:30 main:574] : INFO : Epoch 1617 | loss: 0.031143 | val_loss: 0.0311898 | Time: 1173.12 ms
[2022-03-07 09:45:31 main:574] : INFO : Epoch 1618 | loss: 0.031143 | val_loss: 0.0311862 | Time: 1183.94 ms
[2022-03-07 09:45:33 main:574] : INFO : Epoch 1619 | loss: 0.0311496 | val_loss: 0.0311863 | Time: 1192.95 ms
[2022-03-07 09:45:34 main:574] : INFO : Epoch 1620 | loss: 0.0311458 | val_loss: 0.0311882 | Time: 1182.01 ms
[2022-03-07 09:45:35 main:574] : INFO : Epoch 1621 | loss: 0.0311501 | val_loss: 0.0311915 | Time: 1196.23 ms
[2022-03-07 09:45:36 main:574] : INFO : Epoch 1622 | loss: 0.0311442 | val_loss: 0.0311943 | Time: 1188.27 ms
[2022-03-07 09:45:37 main:574] : INFO : Epoch 1623 | loss: 0.03114 | val_loss: 0.0311979 | Time: 1188.32 ms
[2022-03-07 09:45:39 main:574] : INFO : Epoch 1624 | loss: 0.0311446 | val_loss: 0.0311901 | Time: 1192.67 ms
[2022-03-07 09:45:40 main:574] : INFO : Epoch 1625 | loss: 0.0311381 | val_loss: 0.0311895 | Time: 1181.17 ms
[2022-03-07 09:45:41 main:574] : INFO : Epoch 1626 | loss: 0.0311398 | val_loss: 0.0311939 | Time: 1184.17 ms
[2022-03-07 09:45:42 main:574] : INFO : Epoch 1627 | loss: 0.0311401 | val_loss: 0.0311928 | Time: 1189.48 ms
[2022-03-07 09:45:43 main:574] : INFO : Epoch 1628 | loss: 0.0311449 | val_loss: 0.0311915 | Time: 1187.97 ms
[2022-03-07 09:45:45 main:574] : INFO : Epoch 1629 | loss: 0.0311442 | val_loss: 0.0311875 | Time: 1183.07 ms
[2022-03-07 09:45:46 main:574] : INFO : Epoch 1630 | loss: 0.0311392 | val_loss: 0.031193 | Time: 1194.98 ms
[2022-03-07 09:45:47 main:574] : INFO : Epoch 1631 | loss: 0.0311413 | val_loss: 0.0311944 | Time: 1204.85 ms
[2022-03-07 09:45:48 main:574] : INFO : Epoch 1632 | loss: 0.0311434 | val_loss: 0.0311923 | Time: 1188.92 ms
[2022-03-07 09:45:49 main:574] : INFO : Epoch 1633 | loss: 0.0311404 | val_loss: 0.0311903 | Time: 1187.77 ms
[2022-03-07 09:45:50 main:574] : INFO : Epoch 1634 | loss: 0.0311382 | val_loss: 0.0311963 | Time: 1190.2 ms
[2022-03-07 09:45:52 main:574] : INFO : Epoch 1635 | loss: 0.0311433 | val_loss: 0.0311906 | Time: 1183.96 ms
[2022-03-07 09:45:53 main:574] : INFO : Epoch 1636 | loss: 0.031143 | val_loss: 0.0311943 | Time: 1189.22 ms
[2022-03-07 09:45:54 main:574] : INFO : Epoch 1637 | loss: 0.0311375 | val_loss: 0.0311881 | Time: 1191.45 ms
[2022-03-07 09:45:55 main:574] : INFO : Epoch 1638 | loss: 0.0311374 | val_loss: 0.0311977 | Time: 1194.59 ms
[2022-03-07 09:45:56 main:574] : INFO : Epoch 1639 | loss: 0.0311403 | val_loss: 0.0312002 | Time: 1178.22 ms
[2022-03-07 09:45:58 main:574] : INFO : Epoch 1640 | loss: 0.0311366 | val_loss: 0.0311912 | Time: 1186.55 ms
[2022-03-07 09:45:59 main:574] : INFO : Epoch 1641 | loss: 0.0311389 | val_loss: 0.0311914 | Time: 1195.31 ms
[2022-03-07 09:46:00 main:574] : INFO : Epoch 1642 | loss: 0.0311456 | val_loss: 0.0311846 | Time: 1186.56 ms
[2022-03-07 09:46:01 main:574] : INFO : Epoch 1643 | loss: 0.0311379 | val_loss: 0.0311956 | Time: 1181.13 ms
[2022-03-07 09:46:02 main:574] : INFO : Epoch 1644 | loss: 0.0311409 | val_loss: 0.0311946 | Time: 1196.15 ms
[2022-03-07 09:46:04 main:574] : INFO : Epoch 1645 | loss: 0.0311396 | val_loss: 0.0311873 | Time: 1183.51 ms
[2022-03-07 09:46:05 main:574] : INFO : Epoch 1646 | loss: 0.031135 | val_loss: 0.0311908 | Time: 1192.27 ms
[2022-03-07 09:46:06 main:574] : INFO : Epoch 1647 | loss: 0.0311395 | val_loss: 0.0311912 | Time: 1186.31 ms
[2022-03-07 09:46:07 main:574] : INFO : Epoch 1648 | loss: 0.0311339 | val_loss: 0.0311884 | Time: 1182.52 ms
[2022-03-07 09:46:08 main:574] : INFO : Epoch 1649 | loss: 0.0311357 | val_loss: 0.0311865 | Time: 1188.64 ms
[2022-03-07 09:46:10 main:574] : INFO : Epoch 1650 | loss: 0.0311342 | val_loss: 0.0311911 | Time: 1191.49 ms
[2022-03-07 09:46:11 main:574] : INFO : Epoch 1651 | loss: 0.031133 | val_loss: 0.0311917 | Time: 1192.1 ms
[2022-03-07 09:46:12 main:574] : INFO : Epoch 1652 | loss: 0.0311419 | val_loss: 0.0311861 | Time: 1197.94 ms
[2022-03-07 09:46:13 main:574] : INFO : Epoch 1653 | loss: 0.0311459 | val_loss: 0.0311866 | Time: 1197.66 ms
[2022-03-07 09:46:14 main:574] : INFO : Epoch 1654 | loss: 0.0311454 | val_loss: 0.0312013 | Time: 1186.62 ms
[2022-03-07 09:46:15 main:574] : INFO : Epoch 1655 | loss: 0.0311387 | val_loss: 0.0311974 | Time: 1189.61 ms
[2022-03-07 09:46:17 main:574] : INFO : Epoch 1656 | loss: 0.0311374 | val_loss: 0.0311972 | Time: 1197.78 ms
[2022-03-07 09:46:18 main:574] : INFO : Epoch 1657 | loss: 0.0311355 | val_loss: 0.031199 | Time: 1188.55 ms
[2022-03-07 09:46:19 main:574] : INFO : Epoch 1658 | loss: 0.0311351 | val_loss: 0.031189 | Time: 1188.83 ms
[2022-03-07 09:46:20 main:574] : INFO : Epoch 1659 | loss: 0.0311365 | val_loss: 0.031188 | Time: 1176.24 ms
[2022-03-07 09:46:21 main:574] : INFO : Epoch 1660 | loss: 0.0311348 | val_loss: 0.0311858 | Time: 1175.11 ms
[2022-03-07 09:46:23 main:574] : INFO : Epoch 1661 | loss: 0.0311327 | val_loss: 0.031187 | Time: 1201.5 ms
[2022-03-07 09:46:24 main:574] : INFO : Epoch 1662 | loss: 0.0311299 | val_loss: 0.0311905 | Time: 1191.31 ms
[2022-03-07 09:46:25 main:574] : INFO : Epoch 1663 | loss: 0.0311329 | val_loss: 0.0311938 | Time: 1187.9 ms
[2022-03-07 09:46:26 main:574] : INFO : Epoch 1664 | loss: 0.0311293 | val_loss: 0.0311943 | Time: 1192.24 ms
[2022-03-07 09:46:27 main:574] : INFO : Epoch 1665 | loss: 0.0311292 | val_loss: 0.0311934 | Time: 1180.23 ms
[2022-03-07 09:46:29 main:574] : INFO : Epoch 1666 | loss: 0.0311315 | val_loss: 0.0311931 | Time: 1187.95 ms
[2022-03-07 09:46:30 main:574] : INFO : Epoch 1667 | loss: 0.031135 | val_loss: 0.0311952 | Time: 1190.3 ms
[2022-03-07 09:46:31 main:574] : INFO : Epoch 1668 | loss: 0.0311342 | val_loss: 0.0311865 | Time: 1200.77 ms
[2022-03-07 09:46:32 main:574] : INFO : Epoch 1669 | loss: 0.0311312 | val_loss: 0.0311897 | Time: 1196.79 ms
[2022-03-07 09:46:33 main:574] : INFO : Epoch 1670 | loss: 0.0311305 | val_loss: 0.0311894 | Time: 1194.18 ms
[2022-03-07 09:46:35 main:574] : INFO : Epoch 1671 | loss: 0.0311283 | val_loss: 0.0311824 | Time: 1216.55 ms
[2022-03-07 09:46:36 main:574] : INFO : Epoch 1672 | loss: 0.031132 | val_loss: 0.0311998 | Time: 1238.68 ms
[2022-03-07 09:46:37 main:574] : INFO : Epoch 1673 | loss: 0.0311296 | val_loss: 0.0311855 | Time: 1352.61 ms
[2022-03-07 09:46:39 main:574] : INFO : Epoch 1674 | loss: 0.0311329 | val_loss: 0.0311855 | Time: 1285.06 ms
[2022-03-07 09:46:40 main:574] : INFO : Epoch 1675 | loss: 0.0311293 | val_loss: 0.031185 | Time: 1189.15 ms
[2022-03-07 09:46:41 main:574] : INFO : Epoch 1676 | loss: 0.0311298 | val_loss: 0.031189 | Time: 1198.35 ms
[2022-03-07 09:46:42 main:574] : INFO : Epoch 1677 | loss: 0.0311262 | val_loss: 0.0311935 | Time: 1203.33 ms
[2022-03-07 09:46:43 main:574] : INFO : Epoch 1678 | loss: 0.0311266 | val_loss: 0.0311954 | Time: 1191.51 ms
[2022-03-07 09:46:45 main:574] : INFO : Epoch 1679 | loss: 0.0311319 | val_loss: 0.0311906 | Time: 1201.1 ms
[2022-03-07 09:46:46 main:574] : INFO : Epoch 1680 | loss: 0.0311279 | val_loss: 0.0311934 | Time: 1186.44 ms
[2022-03-07 09:46:47 main:574] : INFO : Epoch 1681 | loss: 0.0311277 | val_loss: 0.0311888 | Time: 1204.18 ms
[2022-03-07 09:46:48 main:574] : INFO : Epoch 1682 | loss: 0.0311271 | val_loss: 0.0311894 | Time: 1189.63 ms
[2022-03-07 09:46:49 main:574] : INFO : Epoch 1683 | loss: 0.0311263 | val_loss: 0.0311924 | Time: 1198.47 ms
[2022-03-07 09:46:51 main:574] : INFO : Epoch 1684 | loss: 0.0311299 | val_loss: 0.0311899 | Time: 1195.33 ms
[2022-03-07 09:46:52 main:574] : INFO : Epoch 1685 | loss: 0.0311302 | val_loss: 0.031193 | Time: 1208.51 ms
[2022-03-07 09:46:53 main:574] : INFO : Epoch 1686 | loss: 0.0311304 | val_loss: 0.0311866 | Time: 1193.97 ms
[2022-03-07 09:46:54 main:574] : INFO : Epoch 1687 | loss: 0.0311327 | val_loss: 0.0311898 | Time: 1213.65 ms
[2022-03-07 09:46:55 main:574] : INFO : Epoch 1688 | loss: 0.0311307 | val_loss: 0.0311899 | Time: 1206.47 ms
[2022-03-07 09:46:57 main:574] : INFO : Epoch 1689 | loss: 0.0311262 | val_loss: 0.031181 | Time: 1198.07 ms
[2022-03-07 09:46:58 main:574] : INFO : Epoch 1690 | loss: 0.0311304 | val_loss: 0.0311909 | Time: 1191.29 ms
[2022-03-07 09:46:59 main:574] : INFO : Epoch 1691 | loss: 0.0311254 | val_loss: 0.0311886 | Time: 1197.7 ms
[2022-03-07 09:47:00 main:574] : INFO : Epoch 1692 | loss: 0.031126 | val_loss: 0.0311875 | Time: 1190.38 ms
[2022-03-07 09:47:01 main:574] : INFO : Epoch 1693 | loss: 0.0311285 | val_loss: 0.0312 | Time: 1204.03 ms
[2022-03-07 09:47:03 main:574] : INFO : Epoch 1694 | loss: 0.0311227 | val_loss: 0.0311915 | Time: 1177.06 ms
[2022-03-07 09:47:04 main:574] : INFO : Epoch 1695 | loss: 0.0311239 | val_loss: 0.031191 | Time: 1197.3 ms
[2022-03-07 09:47:05 main:574] : INFO : Epoch 1696 | loss: 0.0311303 | val_loss: 0.0311934 | Time: 1195.22 ms
[2022-03-07 09:47:06 main:574] : INFO : Epoch 1697 | loss: 0.0311275 | val_loss: 0.031185 | Time: 1198.28 ms
[2022-03-07 09:47:07 main:574] : INFO : Epoch 1698 | loss: 0.0311282 | val_loss: 0.0311924 | Time: 1177.38 ms
[2022-03-07 09:47:08 main:574] : INFO : Epoch 1699 | loss: 0.0311273 | val_loss: 0.0311887 | Time: 1181.05 ms
[2022-03-07 09:47:10 main:574] : INFO : Epoch 1700 | loss: 0.0311272 | val_loss: 0.0311811 | Time: 1192.29 ms
[2022-03-07 09:47:11 main:574] : INFO : Epoch 1701 | loss: 0.031127 | val_loss: 0.0311891 | Time: 1195.58 ms
[2022-03-07 09:47:12 main:574] : INFO : Epoch 1702 | loss: 0.0311251 | val_loss: 0.0311842 | Time: 1207.99 ms
[2022-03-07 09:47:13 main:574] : INFO : Epoch 1703 | loss: 0.0311262 | val_loss: 0.0311848 | Time: 1195.28 ms
[2022-03-07 09:47:14 main:574] : INFO : Epoch 1704 | loss: 0.0311243 | val_loss: 0.0311874 | Time: 1198.97 ms
[2022-03-07 09:47:16 main:574] : INFO : Epoch 1705 | loss: 0.0311298 | val_loss: 0.0311871 | Time: 1186.67 ms
[2022-03-07 09:47:17 main:574] : INFO : Epoch 1706 | loss: 0.0311251 | val_loss: 0.0311919 | Time: 1195.79 ms
[2022-03-07 09:47:18 main:574] : INFO : Epoch 1707 | loss: 0.0311214 | val_loss: 0.0311933 | Time: 1192.78 ms
[2022-03-07 09:47:19 main:574] : INFO : Epoch 1708 | loss: 0.0311229 | val_loss: 0.0311983 | Time: 1188.65 ms
[2022-03-07 09:47:20 main:574] : INFO : Epoch 1709 | loss: 0.0311382 | val_loss: 0.0312377 | Time: 1195.49 ms
[2022-03-07 09:47:22 main:574] : INFO : Epoch 1710 | loss: 0.0311551 | val_loss: 0.0311885 | Time: 1188.53 ms
[2022-03-07 09:47:23 main:574] : INFO : Epoch 1711 | loss: 0.0311281 | val_loss: 0.0311841 | Time: 1188.63 ms
[2022-03-07 09:47:24 main:574] : INFO : Epoch 1712 | loss: 0.0311204 | val_loss: 0.0311863 | Time: 1187.24 ms
[2022-03-07 09:47:25 main:574] : INFO : Epoch 1713 | loss: 0.0311221 | val_loss: 0.0311848 | Time: 1197.11 ms
[2022-03-07 09:47:26 main:574] : INFO : Epoch 1714 | loss: 0.0311222 | val_loss: 0.031194 | Time: 1203 ms
[2022-03-07 09:47:28 main:574] : INFO : Epoch 1715 | loss: 0.0311198 | val_loss: 0.0311938 | Time: 1176.24 ms
[2022-03-07 09:47:29 main:574] : INFO : Epoch 1716 | loss: 0.0311313 | val_loss: 0.0311969 | Time: 1175.31 ms
[2022-03-07 09:47:30 main:574] : INFO : Epoch 1717 | loss: 0.0311275 | val_loss: 0.0311887 | Time: 1176.65 ms
[2022-03-07 09:47:31 main:574] : INFO : Epoch 1718 | loss: 0.0311253 | val_loss: 0.0311799 | Time: 1188.4 ms
[2022-03-07 09:47:32 main:574] : INFO : Epoch 1719 | loss: 0.0311221 | val_loss: 0.0311868 | Time: 1157.7 ms
[2022-03-07 09:47:33 main:574] : INFO : Epoch 1720 | loss: 0.0311272 | val_loss: 0.0311817 | Time: 1190.7 ms
[2022-03-07 09:47:35 main:574] : INFO : Epoch 1721 | loss: 0.0311272 | val_loss: 0.0311881 | Time: 1192.83 ms
[2022-03-07 09:47:36 main:574] : INFO : Epoch 1722 | loss: 0.031131 | val_loss: 0.0311962 | Time: 1203.47 ms
[2022-03-07 09:47:37 main:574] : INFO : Epoch 1723 | loss: 0.0311251 | val_loss: 0.0311858 | Time: 1184.61 ms
[2022-03-07 09:47:38 main:574] : INFO : Epoch 1724 | loss: 0.0311216 | val_loss: 0.0311877 | Time: 1178.97 ms
[2022-03-07 09:47:39 main:574] : INFO : Epoch 1725 | loss: 0.031123 | val_loss: 0.0311821 | Time: 1196.1 ms
[2022-03-07 09:47:41 main:574] : INFO : Epoch 1726 | loss: 0.0311218 | val_loss: 0.0311819 | Time: 1204.4 ms
[2022-03-07 09:47:42 main:574] : INFO : Epoch 1727 | loss: 0.0311238 | val_loss: 0.0311853 | Time: 1196.48 ms
[2022-03-07 09:47:43 main:574] : INFO : Epoch 1728 | loss: 0.0311232 | val_loss: 0.0311913 | Time: 1199.47 ms
[2022-03-07 09:47:44 main:574] : INFO : Epoch 1729 | loss: 0.0311249 | val_loss: 0.031181 | Time: 1207.05 ms
[2022-03-07 09:47:45 main:574] : INFO : Epoch 1730 | loss: 0.0311209 | val_loss: 0.0311815 | Time: 1168.79 ms
[2022-03-07 09:47:47 main:574] : INFO : Epoch 1731 | loss: 0.0311215 | val_loss: 0.0311914 | Time: 1189.82 ms
[2022-03-07 09:47:48 main:574] : INFO : Epoch 1732 | loss: 0.0311199 | val_loss: 0.0311837 | Time: 1184.89 ms
[2022-03-07 09:47:49 main:574] : INFO : Epoch 1733 | loss: 0.0311206 | val_loss: 0.0311874 | Time: 1197.42 ms
[2022-03-07 09:47:50 main:574] : INFO : Epoch 1734 | loss: 0.0311154 | val_loss: 0.0311859 | Time: 1189.96 ms
[2022-03-07 09:47:52 main:574] : INFO : Epoch 1735 | loss: 0.0311198 | val_loss: 0.0311866 | Time: 1499.68 ms
[2022-03-07 09:47:53 main:574] : INFO : Epoch 1736 | loss: 0.0311221 | val_loss: 0.0311902 | Time: 1198.1 ms
[2022-03-07 09:47:54 main:574] : INFO : Epoch 1737 | loss: 0.0311193 | val_loss: 0.0311868 | Time: 1193.61 ms
[2022-03-07 09:47:55 main:574] : INFO : Epoch 1738 | loss: 0.0311172 | val_loss: 0.0311967 | Time: 1178.18 ms
[2022-03-07 09:47:56 main:574] : INFO : Epoch 1739 | loss: 0.0311234 | val_loss: 0.031182 | Time: 1189.2 ms
[2022-03-07 09:47:58 main:574] : INFO : Epoch 1740 | loss: 0.031118 | val_loss: 0.0311796 | Time: 1199.44 ms
[2022-03-07 09:47:59 main:574] : INFO : Epoch 1741 | loss: 0.0311175 | val_loss: 0.0311916 | Time: 1198.61 ms
[2022-03-07 09:48:00 main:574] : INFO : Epoch 1742 | loss: 0.0311179 | val_loss: 0.0311901 | Time: 1200 ms
[2022-03-07 09:48:01 main:574] : INFO : Epoch 1743 | loss: 0.0311169 | val_loss: 0.0311922 | Time: 1197.7 ms
[2022-03-07 09:48:02 main:574] : INFO : Epoch 1744 | loss: 0.0311156 | val_loss: 0.0311861 | Time: 1190.18 ms
[2022-03-07 09:48:04 main:574] : INFO : Epoch 1745 | loss: 0.0311399 | val_loss: 0.0311726 | Time: 1190.97 ms
[2022-03-07 09:48:05 main:574] : INFO : Epoch 1746 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 1201.34 ms
[2022-03-07 09:48:06 main:574] : INFO : Epoch 1747 | loss: 0.0311537 | val_loss: 0.0311622 | Time: 1201.9 ms
[2022-03-07 09:48:07 main:574] : INFO : Epoch 1748 | loss: 0.0311514 | val_loss: 0.031161 | Time: 1190.13 ms
[2022-03-07 09:48:08 main:574] : INFO : Epoch 1749 | loss: 0.0311451 | val_loss: 0.0311586 | Time: 1199.37 ms
[2022-03-07 09:48:10 main:574] : INFO : Epoch 1750 | loss: 0.0311448 | val_loss: 0.0311575 | Time: 1200.18 ms
[2022-03-07 09:48:11 main:574] : INFO : Epoch 1751 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 1200.36 ms
[2022-03-07 09:48:12 main:574] : INFO : Epoch 1752 | loss: 0.0311376 | val_loss: 0.031159 | Time: 1200.93 ms
[2022-03-07 09:48:13 main:574] : INFO : Epoch 1753 | loss: 0.0311365 | val_loss: 0.0311596 | Time: 1189.61 ms
[2022-03-07 09:48:14 main:574] : INFO : Epoch 1754 | loss: 0.0311354 | val_loss: 0.0311618 | Time: 1195.35 ms
[2022-03-07 09:48:16 main:574] : INFO : Epoch 1755 | loss: 0.0311337 | val_loss: 0.0311593 | Time: 1200.25 ms
[2022-03-07 09:48:17 main:574] : INFO : Epoch 1756 | loss: 0.0311334 | val_loss: 0.031166 | Time: 1199.46 ms
[2022-03-07 09:48:18 main:574] : INFO : Epoch 1757 | loss: 0.0311351 | val_loss: 0.0311578 | Time: 1204.07 ms
[2022-03-07 09:48:19 main:574] : INFO : Epoch 1758 | loss: 0.0311325 | val_loss: 0.031164 | Time: 1184.95 ms
[2022-03-07 09:48:20 main:574] : INFO : Epoch 1759 | loss: 0.0311278 | val_loss: 0.0311578 | Time: 1198.8 ms
[2022-03-07 09:48:22 main:574] : INFO : Epoch 1760 | loss: 0.031126 | val_loss: 0.0311617 | Time: 1188.64 ms
[2022-03-07 09:48:23 main:574] : INFO : Epoch 1761 | loss: 0.0311254 | val_loss: 0.0311685 | Time: 1187.6 ms
[2022-03-07 09:48:24 main:574] : INFO : Epoch 1762 | loss: 0.0311246 | val_loss: 0.0311652 | Time: 1203.43 ms
[2022-03-07 09:48:25 main:574] : INFO : Epoch 1763 | loss: 0.0311291 | val_loss: 0.031169 | Time: 1198.29 ms
[2022-03-07 09:48:26 main:574] : INFO : Epoch 1764 | loss: 0.0311333 | val_loss: 0.0311629 | Time: 1209.28 ms
[2022-03-07 09:48:28 main:574] : INFO : Epoch 1765 | loss: 0.0311308 | val_loss: 0.0311634 | Time: 1205.65 ms
[2022-03-07 09:48:29 main:574] : INFO : Epoch 1766 | loss: 0.0311345 | val_loss: 0.0311647 | Time: 1220.14 ms
[2022-03-07 09:48:30 main:574] : INFO : Epoch 1767 | loss: 0.0311292 | val_loss: 0.0311553 | Time: 1282.84 ms
[2022-03-07 09:48:32 main:574] : INFO : Epoch 1768 | loss: 0.031124 | val_loss: 0.0311587 | Time: 1554.75 ms
[2022-03-07 09:48:33 main:574] : INFO : Epoch 1769 | loss: 0.0311248 | val_loss: 0.0311578 | Time: 1187.55 ms
[2022-03-07 09:48:34 main:574] : INFO : Epoch 1770 | loss: 0.0311236 | val_loss: 0.0311591 | Time: 1189.56 ms
[2022-03-07 09:48:35 main:574] : INFO : Epoch 1771 | loss: 0.031121 | val_loss: 0.031161 | Time: 1185.17 ms
[2022-03-07 09:48:37 main:574] : INFO : Epoch 1772 | loss: 0.0311231 | val_loss: 0.0311654 | Time: 1187.77 ms
[2022-03-07 09:48:38 main:574] : INFO : Epoch 1773 | loss: 0.0311258 | val_loss: 0.0311596 | Time: 1191.32 ms
[2022-03-07 09:48:39 main:574] : INFO : Epoch 1774 | loss: 0.0311216 | val_loss: 0.0311602 | Time: 1199.64 ms
[2022-03-07 09:48:40 main:574] : INFO : Epoch 1775 | loss: 0.0311224 | val_loss: 0.0311604 | Time: 1203.1 ms
[2022-03-07 09:48:41 main:574] : INFO : Epoch 1776 | loss: 0.0311192 | val_loss: 0.0311591 | Time: 1209.63 ms
[2022-03-07 09:48:43 main:574] : INFO : Epoch 1777 | loss: 0.0311187 | val_loss: 0.0311597 | Time: 1198.86 ms
[2022-03-07 09:48:44 main:574] : INFO : Epoch 1778 | loss: 0.0311189 | val_loss: 0.0311626 | Time: 1210.28 ms
[2022-03-07 09:48:45 main:574] : INFO : Epoch 1779 | loss: 0.0311196 | val_loss: 0.031162 | Time: 1181.92 ms
[2022-03-07 09:48:46 main:574] : INFO : Epoch 1780 | loss: 0.0311169 | val_loss: 0.0311614 | Time: 1190.03 ms
[2022-03-07 09:48:47 main:574] : INFO : Epoch 1781 | loss: 0.0311163 | val_loss: 0.0311603 | Time: 1209.34 ms
[2022-03-07 09:48:49 main:574] : INFO : Epoch 1782 | loss: 0.0311148 | val_loss: 0.0311627 | Time: 1222.42 ms
[2022-03-07 09:48:50 main:574] : INFO : Epoch 1783 | loss: 0.0311152 | val_loss: 0.0311586 | Time: 1221.74 ms
[2022-03-07 09:48:51 main:574] : INFO : Epoch 1784 | loss: 0.0311173 | val_loss: 0.0311634 | Time: 1239.01 ms
[2022-03-07 09:48:52 main:574] : INFO : Epoch 1785 | loss: 0.0311184 | val_loss: 0.0311627 | Time: 1274.62 ms
[2022-03-07 09:48:54 main:574] : INFO : Epoch 1786 | loss: 0.0311174 | val_loss: 0.0311674 | Time: 1199.84 ms
[2022-03-07 09:48:55 main:574] : INFO : Epoch 1787 | loss: 0.031114 | val_loss: 0.0311615 | Time: 1310.75 ms
[2022-03-07 09:48:56 main:574] : INFO : Epoch 1788 | loss: 0.0311141 | val_loss: 0.0311722 | Time: 1394.67 ms
[2022-03-07 09:48:58 main:574] : INFO : Epoch 1789 | loss: 0.0311106 | val_loss: 0.0311614 | Time: 1174.64 ms
[2022-03-07 09:48:59 main:574] : INFO : Epoch 1790 | loss: 0.0311088 | val_loss: 0.031174 | Time: 1182.39 ms
[2022-03-07 09:49:00 main:574] : INFO : Epoch 1791 | loss: 0.0311123 | val_loss: 0.0311671 | Time: 1188.94 ms
[2022-03-07 09:49:01 main:574] : INFO : Epoch 1792 | loss: 0.0311121 | val_loss: 0.0311631 | Time: 1184.19 ms
[2022-03-07 09:49:03 main:574] : INFO : Epoch 1793 | loss: 0.0311157 | val_loss: 0.0311691 | Time: 1195.96 ms
[2022-03-07 09:49:04 main:574] : INFO : Epoch 1794 | loss: 0.031113 | val_loss: 0.0311605 | Time: 1193.77 ms
[2022-03-07 09:49:05 main:574] : INFO : Epoch 1795 | loss: 0.0311097 | val_loss: 0.0311787 | Time: 1202.22 ms
[2022-03-07 09:49:06 main:574] : INFO : Epoch 1796 | loss: 0.03111 | val_loss: 0.0311615 | Time: 1208.72 ms
[2022-03-07 09:49:07 main:574] : INFO : Epoch 1797 | loss: 0.0311083 | val_loss: 0.0311683 | Time: 1200.92 ms
[2022-03-07 09:49:09 main:574] : INFO : Epoch 1798 | loss: 0.0311106 | val_loss: 0.0311633 | Time: 1193.67 ms
[2022-03-07 09:49:10 main:574] : INFO : Epoch 1799 | loss: 0.0311134 | val_loss: 0.0311645 | Time: 1184.24 ms
[2022-03-07 09:49:11 main:574] : INFO : Epoch 1800 | loss: 0.0311114 | val_loss: 0.0311616 | Time: 1204.77 ms
[2022-03-07 09:49:12 main:574] : INFO : Epoch 1801 | loss: 0.0311096 | val_loss: 0.0311682 | Time: 1195.41 ms
[2022-03-07 09:49:13 main:574] : INFO : Epoch 1802 | loss: 0.0311069 | val_loss: 0.0311641 | Time: 1203.53 ms
[2022-03-07 09:49:15 main:574] : INFO : Epoch 1803 | loss: 0.031107 | val_loss: 0.0311633 | Time: 1207.78 ms
[2022-03-07 09:49:16 main:574] : INFO : Epoch 1804 | loss: 0.0311058 | val_loss: 0.0311682 | Time: 1215.89 ms
[2022-03-07 09:49:17 main:574] : INFO : Epoch 1805 | loss: 0.0311031 | val_loss: 0.0311684 | Time: 1224.48 ms
[2022-03-07 09:49:18 main:574] : INFO : Epoch 1806 | loss: 0.0311053 | val_loss: 0.0311673 | Time: 1432.29 ms
[2022-03-07 09:49:20 main:574] : INFO : Epoch 1807 | loss: 0.0311089 | val_loss: 0.0311639 | Time: 1192.04 ms
[2022-03-07 09:49:21 main:574] : INFO : Epoch 1808 | loss: 0.0311151 | val_loss: 0.0311642 | Time: 1179.67 ms
[2022-03-07 09:49:22 main:574] : INFO : Epoch 1809 | loss: 0.0311113 | val_loss: 0.0311622 | Time: 1182.91 ms
[2022-03-07 09:49:23 main:574] : INFO : Epoch 1810 | loss: 0.031108 | val_loss: 0.0311662 | Time: 1197.15 ms
[2022-03-07 09:49:24 main:574] : INFO : Epoch 1811 | loss: 0.0311049 | val_loss: 0.0311696 | Time: 1191.34 ms
[2022-03-07 09:49:26 main:574] : INFO : Epoch 1812 | loss: 0.0311147 | val_loss: 0.0311618 | Time: 1210.79 ms
[2022-03-07 09:49:27 main:574] : INFO : Epoch 1813 | loss: 0.0311091 | val_loss: 0.0311718 | Time: 1193.33 ms
[2022-03-07 09:49:28 main:574] : INFO : Epoch 1814 | loss: 0.031113 | val_loss: 0.0311725 | Time: 1192.83 ms
[2022-03-07 09:49:29 main:574] : INFO : Epoch 1815 | loss: 0.0311123 | val_loss: 0.0311675 | Time: 1211.96 ms
[2022-03-07 09:49:30 main:574] : INFO : Epoch 1816 | loss: 0.0311067 | val_loss: 0.0311674 | Time: 1203.55 ms
[2022-03-07 09:49:32 main:574] : INFO : Epoch 1817 | loss: 0.031102 | val_loss: 0.0311668 | Time: 1187.24 ms
[2022-03-07 09:49:33 main:574] : INFO : Epoch 1818 | loss: 0.0311047 | val_loss: 0.0311619 | Time: 1200.77 ms
[2022-03-07 09:49:34 main:574] : INFO : Epoch 1819 | loss: 0.0311072 | val_loss: 0.0311693 | Time: 1192 ms
[2022-03-07 09:49:35 main:574] : INFO : Epoch 1820 | loss: 0.0311081 | val_loss: 0.0311685 | Time: 1180.95 ms
[2022-03-07 09:49:36 main:574] : INFO : Epoch 1821 | loss: 0.0311026 | val_loss: 0.031169 | Time: 1190.27 ms
[2022-03-07 09:49:38 main:574] : INFO : Epoch 1822 | loss: 0.0311006 | val_loss: 0.0311683 | Time: 1206.79 ms
[2022-03-07 09:49:39 main:574] : INFO : Epoch 1823 | loss: 0.0311016 | val_loss: 0.031166 | Time: 1189.2 ms
[2022-03-07 09:49:40 main:574] : INFO : Epoch 1824 | loss: 0.0310989 | val_loss: 0.0311702 | Time: 1196.33 ms
[2022-03-07 09:49:41 main:574] : INFO : Epoch 1825 | loss: 0.0311037 | val_loss: 0.0311732 | Time: 1184.27 ms
[2022-03-07 09:49:42 main:574] : INFO : Epoch 1826 | loss: 0.0311085 | val_loss: 0.0311659 | Time: 1192.38 ms
[2022-03-07 09:49:44 main:574] : INFO : Epoch 1827 | loss: 0.0311018 | val_loss: 0.0311678 | Time: 1190.32 ms
[2022-03-07 09:49:45 main:574] : INFO : Epoch 1828 | loss: 0.0310997 | val_loss: 0.031165 | Time: 1209.42 ms
[2022-03-07 09:49:46 main:574] : INFO : Epoch 1829 | loss: 0.0310987 | val_loss: 0.0311646 | Time: 1188.68 ms
[2022-03-07 09:49:47 main:574] : INFO : Epoch 1830 | loss: 0.0311013 | val_loss: 0.0311622 | Time: 1214.69 ms
[2022-03-07 09:49:48 main:574] : INFO : Epoch 1831 | loss: 0.0310991 | val_loss: 0.0311717 | Time: 1198.83 ms
[2022-03-07 09:49:50 main:574] : INFO : Epoch 1832 | loss: 0.0311025 | val_loss: 0.0311705 | Time: 1197.44 ms
[2022-03-07 09:49:51 main:574] : INFO : Epoch 1833 | loss: 0.0311056 | val_loss: 0.0311735 | Time: 1197.17 ms
[2022-03-07 09:49:52 main:574] : INFO : Epoch 1834 | loss: 0.0311021 | val_loss: 0.031161 | Time: 1205.65 ms
[2022-03-07 09:49:53 main:574] : INFO : Epoch 1835 | loss: 0.0311034 | val_loss: 0.0311653 | Time: 1177.21 ms
[2022-03-07 09:49:54 main:574] : INFO : Epoch 1836 | loss: 0.0311038 | val_loss: 0.0311686 | Time: 1197.4 ms
[2022-03-07 09:49:56 main:574] : INFO : Epoch 1837 | loss: 0.0310996 | val_loss: 0.0311696 | Time: 1204.97 ms
[2022-03-07 09:49:57 main:574] : INFO : Epoch 1838 | loss: 0.0311091 | val_loss: 0.0311655 | Time: 1171.29 ms
[2022-03-07 09:49:58 main:574] : INFO : Epoch 1839 | loss: 0.0311304 | val_loss: 0.0311528 | Time: 1179.75 ms
[2022-03-07 09:49:59 main:574] : INFO : Epoch 1840 | loss: 0.0311225 | val_loss: 0.0311595 | Time: 1185.26 ms
[2022-03-07 09:50:00 main:574] : INFO : Epoch 1841 | loss: 0.0311119 | val_loss: 0.0311569 | Time: 1202.01 ms
[2022-03-07 09:50:02 main:574] : INFO : Epoch 1842 | loss: 0.0311035 | val_loss: 0.0311592 | Time: 1198.61 ms
[2022-03-07 09:50:03 main:574] : INFO : Epoch 1843 | loss: 0.031099 | val_loss: 0.0311703 | Time: 1194.25 ms
[2022-03-07 09:50:04 main:574] : INFO : Epoch 1844 | loss: 0.0310996 | val_loss: 0.0311732 | Time: 1180.91 ms
[2022-03-07 09:50:05 main:574] : INFO : Epoch 1845 | loss: 0.0311033 | val_loss: 0.0311676 | Time: 1193.55 ms
[2022-03-07 09:50:06 main:574] : INFO : Epoch 1846 | loss: 0.0311031 | val_loss: 0.0311626 | Time: 1181.44 ms
[2022-03-07 09:50:07 main:574] : INFO : Epoch 1847 | loss: 0.0310998 | val_loss: 0.0311623 | Time: 1194.45 ms
[2022-03-07 09:50:09 main:574] : INFO : Epoch 1848 | loss: 0.0310981 | val_loss: 0.0311689 | Time: 1198.12 ms
[2022-03-07 09:50:10 main:574] : INFO : Epoch 1849 | loss: 0.0311014 | val_loss: 0.0311655 | Time: 1166.75 ms
[2022-03-07 09:50:11 main:574] : INFO : Epoch 1850 | loss: 0.0311008 | val_loss: 0.0311654 | Time: 1175.82 ms
[2022-03-07 09:50:12 main:574] : INFO : Epoch 1851 | loss: 0.0310971 | val_loss: 0.0311646 | Time: 1186.98 ms
[2022-03-07 09:50:13 main:574] : INFO : Epoch 1852 | loss: 0.0310966 | val_loss: 0.031166 | Time: 1191.09 ms
[2022-03-07 09:50:15 main:574] : INFO : Epoch 1853 | loss: 0.0310998 | val_loss: 0.0311684 | Time: 1198.42 ms
[2022-03-07 09:50:16 main:574] : INFO : Epoch 1854 | loss: 0.0310962 | val_loss: 0.0311682 | Time: 1176.98 ms
[2022-03-07 09:50:17 main:574] : INFO : Epoch 1855 | loss: 0.0310946 | val_loss: 0.0311626 | Time: 1188.45 ms
[2022-03-07 09:50:18 main:574] : INFO : Epoch 1856 | loss: 0.0310973 | val_loss: 0.0311672 | Time: 1200.99 ms
[2022-03-07 09:50:19 main:574] : INFO : Epoch 1857 | loss: 0.0311008 | val_loss: 0.0311691 | Time: 1205.33 ms
[2022-03-07 09:50:21 main:574] : INFO : Epoch 1858 | loss: 0.0310954 | val_loss: 0.0311748 | Time: 1183.37 ms
[2022-03-07 09:50:22 main:574] : INFO : Epoch 1859 | loss: 0.0310995 | val_loss: 0.0311768 | Time: 1197.89 ms
[2022-03-07 09:50:23 main:574] : INFO : Epoch 1860 | loss: 0.0311003 | val_loss: 0.0311743 | Time: 1185.29 ms
[2022-03-07 09:50:24 main:574] : INFO : Epoch 1861 | loss: 0.0311115 | val_loss: 0.0311869 | Time: 1205.52 ms
[2022-03-07 09:50:25 main:574] : INFO : Epoch 1862 | loss: 0.031145 | val_loss: 0.0311598 | Time: 1189.62 ms
[2022-03-07 09:50:27 main:574] : INFO : Epoch 1863 | loss: 0.0311306 | val_loss: 0.0311546 | Time: 1199.41 ms
[2022-03-07 09:50:28 main:574] : INFO : Epoch 1864 | loss: 0.0311224 | val_loss: 0.0311516 | Time: 1206.96 ms
[2022-03-07 09:50:29 main:574] : INFO : Epoch 1865 | loss: 0.0311143 | val_loss: 0.0311595 | Time: 1187.9 ms
[2022-03-07 09:50:30 main:574] : INFO : Epoch 1866 | loss: 0.0311086 | val_loss: 0.0311599 | Time: 1194.27 ms
[2022-03-07 09:50:31 main:574] : INFO : Epoch 1867 | loss: 0.0311043 | val_loss: 0.0311623 | Time: 1174.24 ms
[2022-03-07 09:50:33 main:574] : INFO : Epoch 1868 | loss: 0.0311051 | val_loss: 0.0311651 | Time: 1196.1 ms
[2022-03-07 09:50:34 main:574] : INFO : Epoch 1869 | loss: 0.0311017 | val_loss: 0.0311652 | Time: 1199.92 ms
[2022-03-07 09:50:35 main:574] : INFO : Epoch 1870 | loss: 0.0311046 | val_loss: 0.0311822 | Time: 1191.43 ms
[2022-03-07 09:50:36 main:574] : INFO : Epoch 1871 | loss: 0.0311018 | val_loss: 0.0311814 | Time: 1171.06 ms
[2022-03-07 09:50:37 main:574] : INFO : Epoch 1872 | loss: 0.0310942 | val_loss: 0.0311681 | Time: 1204.4 ms
[2022-03-07 09:50:39 main:574] : INFO : Epoch 1873 | loss: 0.0311073 | val_loss: 0.0311712 | Time: 1188.48 ms
[2022-03-07 09:50:40 main:574] : INFO : Epoch 1874 | loss: 0.03111 | val_loss: 0.0311625 | Time: 1196.76 ms
[2022-03-07 09:50:41 main:574] : INFO : Epoch 1875 | loss: 0.0311071 | val_loss: 0.0311565 | Time: 1168.27 ms
[2022-03-07 09:50:42 main:574] : INFO : Epoch 1876 | loss: 0.0311009 | val_loss: 0.0311622 | Time: 1170.23 ms
[2022-03-07 09:50:43 main:574] : INFO : Epoch 1877 | loss: 0.0310998 | val_loss: 0.0311656 | Time: 1196.4 ms
[2022-03-07 09:50:44 main:574] : INFO : Epoch 1878 | loss: 0.0310922 | val_loss: 0.0311718 | Time: 1166.75 ms
[2022-03-07 09:50:46 main:574] : INFO : Epoch 1879 | loss: 0.0310906 | val_loss: 0.0311676 | Time: 1189.26 ms
[2022-03-07 09:50:47 main:574] : INFO : Epoch 1880 | loss: 0.0310909 | val_loss: 0.0311707 | Time: 1176.31 ms
[2022-03-07 09:50:48 main:574] : INFO : Epoch 1881 | loss: 0.0310885 | val_loss: 0.0311666 | Time: 1190.23 ms
[2022-03-07 09:50:49 main:574] : INFO : Epoch 1882 | loss: 0.031091 | val_loss: 0.0311681 | Time: 1195.07 ms
[2022-03-07 09:50:50 main:574] : INFO : Epoch 1883 | loss: 0.0310915 | val_loss: 0.0311759 | Time: 1189.4 ms
[2022-03-07 09:50:52 main:574] : INFO : Epoch 1884 | loss: 0.0310939 | val_loss: 0.0311791 | Time: 1193.22 ms
[2022-03-07 09:50:53 main:574] : INFO : Epoch 1885 | loss: 0.0310926 | val_loss: 0.0311739 | Time: 1203.81 ms
[2022-03-07 09:50:54 main:574] : INFO : Epoch 1886 | loss: 0.0310901 | val_loss: 0.0311734 | Time: 1179.45 ms
[2022-03-07 09:50:55 main:574] : INFO : Epoch 1887 | loss: 0.0310917 | val_loss: 0.0311708 | Time: 1187.83 ms
[2022-03-07 09:50:56 main:574] : INFO : Epoch 1888 | loss: 0.031093 | val_loss: 0.0311826 | Time: 1194.95 ms
[2022-03-07 09:50:58 main:574] : INFO : Epoch 1889 | loss: 0.0310878 | val_loss: 0.0311757 | Time: 1184.58 ms
[2022-03-07 09:50:59 main:574] : INFO : Epoch 1890 | loss: 0.0310853 | val_loss: 0.0311725 | Time: 1186.38 ms
[2022-03-07 09:51:00 main:574] : INFO : Epoch 1891 | loss: 0.0310876 | val_loss: 0.0311744 | Time: 1178.55 ms
[2022-03-07 09:51:01 main:574] : INFO : Epoch 1892 | loss: 0.0310908 | val_loss: 0.0311739 | Time: 1193.13 ms
[2022-03-07 09:51:02 main:574] : INFO : Epoch 1893 | loss: 0.0310864 | val_loss: 0.0311744 | Time: 1196.56 ms
[2022-03-07 09:51:03 main:574] : INFO : Epoch 1894 | loss: 0.0310931 | val_loss: 0.0311645 | Time: 1166.88 ms
[2022-03-07 09:51:05 main:574] : INFO : Epoch 1895 | loss: 0.0310948 | val_loss: 0.0311642 | Time: 1190.6 ms
[2022-03-07 09:51:06 main:574] : INFO : Epoch 1896 | loss: 0.0310905 | val_loss: 0.0311693 | Time: 1189.2 ms
[2022-03-07 09:51:07 main:574] : INFO : Epoch 1897 | loss: 0.0310915 | val_loss: 0.0311704 | Time: 1173.9 ms
[2022-03-07 09:51:08 main:574] : INFO : Epoch 1898 | loss: 0.0310915 | val_loss: 0.0311705 | Time: 1195.04 ms
[2022-03-07 09:51:09 main:574] : INFO : Epoch 1899 | loss: 0.0310886 | val_loss: 0.0311708 | Time: 1201.21 ms
[2022-03-07 09:51:11 main:574] : INFO : Epoch 1900 | loss: 0.0310817 | val_loss: 0.0311762 | Time: 1191.2 ms
[2022-03-07 09:51:12 main:574] : INFO : Epoch 1901 | loss: 0.0310823 | val_loss: 0.0311731 | Time: 1192.85 ms
[2022-03-07 09:51:13 main:574] : INFO : Epoch 1902 | loss: 0.0310805 | val_loss: 0.031176 | Time: 1208 ms
[2022-03-07 09:51:14 main:574] : INFO : Epoch 1903 | loss: 0.0310816 | val_loss: 0.0311761 | Time: 1200.6 ms
[2022-03-07 09:51:15 main:574] : INFO : Epoch 1904 | loss: 0.0310854 | val_loss: 0.0311754 | Time: 1170.82 ms
[2022-03-07 09:51:17 main:574] : INFO : Epoch 1905 | loss: 0.031085 | val_loss: 0.0311723 | Time: 1165.35 ms
[2022-03-07 09:51:18 main:574] : INFO : Epoch 1906 | loss: 0.0310813 | val_loss: 0.0311815 | Time: 1178.09 ms
[2022-03-07 09:51:19 main:574] : INFO : Epoch 1907 | loss: 0.0310855 | val_loss: 0.031176 | Time: 1196.06 ms
[2022-03-07 09:51:20 main:574] : INFO : Epoch 1908 | loss: 0.0310884 | val_loss: 0.0311688 | Time: 1185.11 ms
[2022-03-07 09:51:21 main:574] : INFO : Epoch 1909 | loss: 0.0310848 | val_loss: 0.0311705 | Time: 1189.06 ms
[2022-03-07 09:51:22 main:574] : INFO : Epoch 1910 | loss: 0.0310898 | val_loss: 0.0311742 | Time: 1191.21 ms
[2022-03-07 09:51:24 main:574] : INFO : Epoch 1911 | loss: 0.0310853 | val_loss: 0.031171 | Time: 1210.14 ms
[2022-03-07 09:51:25 main:574] : INFO : Epoch 1912 | loss: 0.0310851 | val_loss: 0.031162 | Time: 1167.77 ms
[2022-03-07 09:51:26 main:574] : INFO : Epoch 1913 | loss: 0.0310868 | val_loss: 0.0311732 | Time: 1208.22 ms
[2022-03-07 09:51:27 main:574] : INFO : Epoch 1914 | loss: 0.0310805 | val_loss: 0.0311783 | Time: 1208.69 ms
[2022-03-07 09:51:28 main:574] : INFO : Epoch 1915 | loss: 0.0310803 | val_loss: 0.0311662 | Time: 1195.53 ms
[2022-03-07 09:51:30 main:574] : INFO : Epoch 1916 | loss: 0.0310825 | val_loss: 0.0311697 | Time: 1196.28 ms
[2022-03-07 09:51:31 main:574] : INFO : Epoch 1917 | loss: 0.0310845 | val_loss: 0.0311655 | Time: 1192.08 ms
[2022-03-07 09:51:32 main:574] : INFO : Epoch 1918 | loss: 0.0310901 | val_loss: 0.0311872 | Time: 1198.77 ms
[2022-03-07 09:51:33 main:574] : INFO : Epoch 1919 | loss: 0.0310841 | val_loss: 0.0311949 | Time: 1185.23 ms
[2022-03-07 09:51:34 main:574] : INFO : Epoch 1920 | loss: 0.0310891 | val_loss: 0.0311779 | Time: 1185.76 ms
[2022-03-07 09:51:36 main:574] : INFO : Epoch 1921 | loss: 0.0310849 | val_loss: 0.0311685 | Time: 1206.05 ms
[2022-03-07 09:51:37 main:574] : INFO : Epoch 1922 | loss: 0.0310865 | val_loss: 0.0311777 | Time: 1190.64 ms
[2022-03-07 09:51:38 main:574] : INFO : Epoch 1923 | loss: 0.0310859 | val_loss: 0.0311733 | Time: 1218.08 ms
[2022-03-07 09:51:39 main:574] : INFO : Epoch 1924 | loss: 0.0310825 | val_loss: 0.0311783 | Time: 1191.34 ms
[2022-03-07 09:51:40 main:574] : INFO : Epoch 1925 | loss: 0.0310834 | val_loss: 0.0311741 | Time: 1180.97 ms
[2022-03-07 09:51:42 main:574] : INFO : Epoch 1926 | loss: 0.031081 | val_loss: 0.0311763 | Time: 1194.65 ms
[2022-03-07 09:51:43 main:574] : INFO : Epoch 1927 | loss: 0.0310812 | val_loss: 0.0311797 | Time: 1209.69 ms
[2022-03-07 09:51:44 main:574] : INFO : Epoch 1928 | loss: 0.0310787 | val_loss: 0.0311783 | Time: 1195.35 ms
[2022-03-07 09:51:45 main:574] : INFO : Epoch 1929 | loss: 0.0310785 | val_loss: 0.0311692 | Time: 1194.36 ms
[2022-03-07 09:51:46 main:574] : INFO : Epoch 1930 | loss: 0.0310792 | val_loss: 0.0311892 | Time: 1206.47 ms
[2022-03-07 09:51:48 main:574] : INFO : Epoch 1931 | loss: 0.0310792 | val_loss: 0.0311767 | Time: 1185 ms
[2022-03-07 09:51:49 main:574] : INFO : Epoch 1932 | loss: 0.0310839 | val_loss: 0.0311774 | Time: 1183.34 ms
[2022-03-07 09:51:50 main:574] : INFO : Epoch 1933 | loss: 0.0310822 | val_loss: 0.0311838 | Time: 1202.62 ms
[2022-03-07 09:51:51 main:574] : INFO : Epoch 1934 | loss: 0.0310758 | val_loss: 0.0311805 | Time: 1197.52 ms
[2022-03-07 09:51:52 main:574] : INFO : Epoch 1935 | loss: 0.0310738 | val_loss: 0.0311806 | Time: 1191.28 ms
[2022-03-07 09:51:54 main:574] : INFO : Epoch 1936 | loss: 0.0310781 | val_loss: 0.0311837 | Time: 1183.75 ms
[2022-03-07 09:51:55 main:574] : INFO : Epoch 1937 | loss: 0.0310847 | val_loss: 0.0311769 | Time: 1213.25 ms
[2022-03-07 09:51:56 main:574] : INFO : Epoch 1938 | loss: 0.0310833 | val_loss: 0.0311854 | Time: 1191.98 ms
[2022-03-07 09:51:57 main:574] : INFO : Epoch 1939 | loss: 0.0310888 | val_loss: 0.0311732 | Time: 1198.67 ms
[2022-03-07 09:51:58 main:574] : INFO : Epoch 1940 | loss: 0.0310895 | val_loss: 0.0311713 | Time: 1199.06 ms
[2022-03-07 09:52:00 main:574] : INFO : Epoch 1941 | loss: 0.0310831 | val_loss: 0.0311696 | Time: 1204.41 ms
[2022-03-07 09:52:01 main:574] : INFO : Epoch 1942 | loss: 0.0310964 | val_loss: 0.0311683 | Time: 1178.24 ms
[2022-03-07 09:52:02 main:574] : INFO : Epoch 1943 | loss: 0.031093 | val_loss: 0.0311763 | Time: 1202.51 ms
[2022-03-07 09:52:03 main:574] : INFO : Epoch 1944 | loss: 0.0310845 | val_loss: 0.0311845 | Time: 1198.91 ms
[2022-03-07 09:52:04 main:574] : INFO : Epoch 1945 | loss: 0.0310777 | val_loss: 0.0311725 | Time: 1201.78 ms
[2022-03-07 09:52:06 main:574] : INFO : Epoch 1946 | loss: 0.0310865 | val_loss: 0.0311722 | Time: 1195.63 ms
[2022-03-07 09:52:07 main:574] : INFO : Epoch 1947 | loss: 0.0310854 | val_loss: 0.0311718 | Time: 1189.56 ms
[2022-03-07 09:52:08 main:574] : INFO : Epoch 1948 | loss: 0.0310798 | val_loss: 0.0311895 | Time: 1199.07 ms
[2022-03-07 09:52:09 main:574] : INFO : Epoch 1949 | loss: 0.0310809 | val_loss: 0.0311809 | Time: 1194.6 ms
[2022-03-07 09:52:10 main:574] : INFO : Epoch 1950 | loss: 0.03108 | val_loss: 0.0311696 | Time: 1190.61 ms
[2022-03-07 09:52:12 main:574] : INFO : Epoch 1951 | loss: 0.0310759 | val_loss: 0.0311818 | Time: 1188.18 ms
[2022-03-07 09:52:13 main:574] : INFO : Epoch 1952 | loss: 0.0310725 | val_loss: 0.0311881 | Time: 1179.54 ms
[2022-03-07 09:52:14 main:574] : INFO : Epoch 1953 | loss: 0.0310745 | val_loss: 0.031175 | Time: 1179.36 ms
[2022-03-07 09:52:15 main:574] : INFO : Epoch 1954 | loss: 0.0310787 | val_loss: 0.031189 | Time: 1189.02 ms
[2022-03-07 09:52:16 main:574] : INFO : Epoch 1955 | loss: 0.0310804 | val_loss: 0.0311822 | Time: 1181.43 ms
[2022-03-07 09:52:17 main:574] : INFO : Epoch 1956 | loss: 0.0310799 | val_loss: 0.0311825 | Time: 1195.47 ms
[2022-03-07 09:52:19 main:574] : INFO : Epoch 1957 | loss: 0.0310861 | val_loss: 0.0311693 | Time: 1189.57 ms
[2022-03-07 09:52:20 main:574] : INFO : Epoch 1958 | loss: 0.0310852 | val_loss: 0.031193 | Time: 1195.09 ms
[2022-03-07 09:52:21 main:574] : INFO : Epoch 1959 | loss: 0.0310762 | val_loss: 0.0311796 | Time: 1184.72 ms
[2022-03-07 09:52:22 main:574] : INFO : Epoch 1960 | loss: 0.0310685 | val_loss: 0.0311897 | Time: 1202.29 ms
[2022-03-07 09:52:23 main:574] : INFO : Epoch 1961 | loss: 0.031069 | val_loss: 0.0311828 | Time: 1182.93 ms
[2022-03-07 09:52:25 main:574] : INFO : Epoch 1962 | loss: 0.0310753 | val_loss: 0.031192 | Time: 1195.83 ms
[2022-03-07 09:52:26 main:574] : INFO : Epoch 1963 | loss: 0.0310751 | val_loss: 0.0311828 | Time: 1187.58 ms
[2022-03-07 09:52:27 main:574] : INFO : Epoch 1964 | loss: 0.0310738 | val_loss: 0.0311901 | Time: 1197.74 ms
[2022-03-07 09:52:28 main:574] : INFO : Epoch 1965 | loss: 0.0310822 | val_loss: 0.0311841 | Time: 1208.33 ms
[2022-03-07 09:52:29 main:574] : INFO : Epoch 1966 | loss: 0.0310772 | val_loss: 0.0311901 | Time: 1204.72 ms
[2022-03-07 09:52:31 main:574] : INFO : Epoch 1967 | loss: 0.0310802 | val_loss: 0.031178 | Time: 1197.21 ms
[2022-03-07 09:52:32 main:574] : INFO : Epoch 1968 | loss: 0.0310768 | val_loss: 0.031185 | Time: 1195.1 ms
[2022-03-07 09:52:33 main:574] : INFO : Epoch 1969 | loss: 0.0310749 | val_loss: 0.0311866 | Time: 1194.28 ms
[2022-03-07 09:52:34 main:574] : INFO : Epoch 1970 | loss: 0.0310668 | val_loss: 0.0311853 | Time: 1185.13 ms
[2022-03-07 09:52:35 main:574] : INFO : Epoch 1971 | loss: 0.0310761 | val_loss: 0.0311802 | Time: 1201.66 ms
[2022-03-07 09:52:37 main:574] : INFO : Epoch 1972 | loss: 0.0310764 | val_loss: 0.0311855 | Time: 1190.51 ms
[2022-03-07 09:52:38 main:574] : INFO : Epoch 1973 | loss: 0.0310732 | val_loss: 0.0311829 | Time: 1211.57 ms
[2022-03-07 09:52:39 main:574] : INFO : Epoch 1974 | loss: 0.0310733 | val_loss: 0.0311835 | Time: 1199.18 ms
[2022-03-07 09:52:40 main:574] : INFO : Epoch 1975 | loss: 0.0310729 | val_loss: 0.0311844 | Time: 1189.54 ms
[2022-03-07 09:52:41 main:574] : INFO : Epoch 1976 | loss: 0.0310795 | val_loss: 0.0311784 | Time: 1181.19 ms
[2022-03-07 09:52:43 main:574] : INFO : Epoch 1977 | loss: 0.0310701 | val_loss: 0.0311848 | Time: 1195.77 ms
[2022-03-07 09:52:44 main:574] : INFO : Epoch 1978 | loss: 0.0310754 | val_loss: 0.0311768 | Time: 1200.8 ms
[2022-03-07 09:52:45 main:574] : INFO : Epoch 1979 | loss: 0.0310728 | val_loss: 0.0311851 | Time: 1199.67 ms
[2022-03-07 09:52:46 main:574] : INFO : Epoch 1980 | loss: 0.0310758 | val_loss: 0.0311866 | Time: 1188.01 ms
[2022-03-07 09:52:47 main:574] : INFO : Epoch 1981 | loss: 0.0310695 | val_loss: 0.031191 | Time: 1186.66 ms
[2022-03-07 09:52:49 main:574] : INFO : Epoch 1982 | loss: 0.0310727 | val_loss: 0.031184 | Time: 1185.34 ms
[2022-03-07 09:52:50 main:574] : INFO : Epoch 1983 | loss: 0.0310736 | val_loss: 0.0311839 | Time: 1191.57 ms
[2022-03-07 09:52:51 main:574] : INFO : Epoch 1984 | loss: 0.0310666 | val_loss: 0.0311872 | Time: 1200.27 ms
[2022-03-07 09:52:52 main:574] : INFO : Epoch 1985 | loss: 0.0310663 | val_loss: 0.0311786 | Time: 1201.19 ms
[2022-03-07 09:52:53 main:574] : INFO : Epoch 1986 | loss: 0.0310688 | val_loss: 0.0311767 | Time: 1188.94 ms
[2022-03-07 09:52:55 main:574] : INFO : Epoch 1987 | loss: 0.0310717 | val_loss: 0.0311823 | Time: 1190.52 ms
[2022-03-07 09:52:56 main:574] : INFO : Epoch 1988 | loss: 0.0310709 | val_loss: 0.031193 | Time: 1195.99 ms
[2022-03-07 09:52:57 main:574] : INFO : Epoch 1989 | loss: 0.0310671 | val_loss: 0.0311857 | Time: 1206.15 ms
[2022-03-07 09:52:58 main:574] : INFO : Epoch 1990 | loss: 0.0310719 | val_loss: 0.0311945 | Time: 1187.69 ms
[2022-03-07 09:52:59 main:574] : INFO : Epoch 1991 | loss: 0.031072 | val_loss: 0.0312003 | Time: 1202.67 ms
[2022-03-07 09:53:01 main:574] : INFO : Epoch 1992 | loss: 0.0310702 | val_loss: 0.0311829 | Time: 1192.45 ms
[2022-03-07 09:53:02 main:574] : INFO : Epoch 1993 | loss: 0.0310678 | val_loss: 0.031194 | Time: 1181.91 ms
[2022-03-07 09:53:03 main:574] : INFO : Epoch 1994 | loss: 0.0310745 | val_loss: 0.0311863 | Time: 1199.33 ms
[2022-03-07 09:53:04 main:574] : INFO : Epoch 1995 | loss: 0.0310817 | val_loss: 0.0311878 | Time: 1181.86 ms
[2022-03-07 09:53:05 main:574] : INFO : Epoch 1996 | loss: 0.0310764 | val_loss: 0.0311939 | Time: 1211.21 ms
[2022-03-07 09:53:06 main:574] : INFO : Epoch 1997 | loss: 0.0310704 | val_loss: 0.031186 | Time: 1186.66 ms
[2022-03-07 09:53:08 main:574] : INFO : Epoch 1998 | loss: 0.0310756 | val_loss: 0.0311805 | Time: 1201.83 ms
[2022-03-07 09:53:09 main:574] : INFO : Epoch 1999 | loss: 0.0310756 | val_loss: 0.0311821 | Time: 1199.36 ms
[2022-03-07 09:53:10 main:574] : INFO : Epoch 2000 | loss: 0.0310737 | val_loss: 0.0311911 | Time: 1201.2 ms
[2022-03-07 09:53:11 main:574] : INFO : Epoch 2001 | loss: 0.031069 | val_loss: 0.0311932 | Time: 1162.88 ms
[2022-03-07 09:53:12 main:574] : INFO : Epoch 2002 | loss: 0.0310642 | val_loss: 0.0311923 | Time: 1183.34 ms
[2022-03-07 09:53:14 main:574] : INFO : Epoch 2003 | loss: 0.0310646 | val_loss: 0.0311897 | Time: 1192.82 ms
[2022-03-07 09:53:15 main:574] : INFO : Epoch 2004 | loss: 0.0310721 | val_loss: 0.0311807 | Time: 1188.51 ms
[2022-03-07 09:53:16 main:574] : INFO : Epoch 2005 | loss: 0.0310712 | val_loss: 0.0311923 | Time: 1194.22 ms
[2022-03-07 09:53:17 main:574] : INFO : Epoch 2006 | loss: 0.0310667 | val_loss: 0.031186 | Time: 1192.65 ms
[2022-03-07 09:53:18 main:574] : INFO : Epoch 2007 | loss: 0.0310652 | val_loss: 0.031183 | Time: 1191.61 ms
[2022-03-07 09:53:20 main:574] : INFO : Epoch 2008 | loss: 0.0310653 | val_loss: 0.0311964 | Time: 1202.75 ms
[2022-03-07 09:53:21 main:574] : INFO : Epoch 2009 | loss: 0.0310842 | val_loss: 0.0311748 | Time: 1213.27 ms
[2022-03-07 09:53:22 main:574] : INFO : Epoch 2010 | loss: 0.031102 | val_loss: 0.0311792 | Time: 1173.95 ms
[2022-03-07 09:53:23 main:574] : INFO : Epoch 2011 | loss: 0.0310905 | val_loss: 0.0311754 | Time: 1189.1 ms
[2022-03-07 09:53:24 main:574] : INFO : Epoch 2012 | loss: 0.0310784 | val_loss: 0.0311801 | Time: 1196.45 ms
[2022-03-07 09:53:26 main:574] : INFO : Epoch 2013 | loss: 0.0310812 | val_loss: 0.0311803 | Time: 1190.64 ms
[2022-03-07 09:53:27 main:574] : INFO : Epoch 2014 | loss: 0.0310725 | val_loss: 0.0311774 | Time: 1190.48 ms
[2022-03-07 09:53:28 main:574] : INFO : Epoch 2015 | loss: 0.0310686 | val_loss: 0.0311975 | Time: 1190.95 ms
[2022-03-07 09:53:29 main:574] : INFO : Epoch 2016 | loss: 0.0310718 | val_loss: 0.0312119 | Time: 1181.69 ms
[2022-03-07 09:53:30 main:574] : INFO : Epoch 2017 | loss: 0.0310667 | val_loss: 0.0311975 | Time: 1191.52 ms
[2022-03-07 09:53:32 main:574] : INFO : Epoch 2018 | loss: 0.0310655 | val_loss: 0.0311978 | Time: 1179.25 ms
[2022-03-07 09:53:33 main:574] : INFO : Epoch 2019 | loss: 0.031068 | val_loss: 0.0311859 | Time: 1185.26 ms
[2022-03-07 09:53:34 main:574] : INFO : Epoch 2020 | loss: 0.0310702 | val_loss: 0.0311797 | Time: 1187.89 ms
[2022-03-07 09:53:35 main:574] : INFO : Epoch 2021 | loss: 0.0310728 | val_loss: 0.0311847 | Time: 1198.81 ms
[2022-03-07 09:53:36 main:574] : INFO : Epoch 2022 | loss: 0.031069 | val_loss: 0.0311992 | Time: 1205.68 ms
[2022-03-07 09:53:37 main:574] : INFO : Epoch 2023 | loss: 0.0310748 | val_loss: 0.0311882 | Time: 1200.31 ms
[2022-03-07 09:53:39 main:574] : INFO : Epoch 2024 | loss: 0.0310711 | val_loss: 0.031191 | Time: 1202.47 ms
[2022-03-07 09:53:40 main:574] : INFO : Epoch 2025 | loss: 0.0310713 | val_loss: 0.0311865 | Time: 1183.18 ms
[2022-03-07 09:53:41 main:574] : INFO : Epoch 2026 | loss: 0.031077 | val_loss: 0.0311957 | Time: 1197.81 ms
[2022-03-07 09:53:42 main:574] : INFO : Epoch 2027 | loss: 0.03107 | val_loss: 0.0311766 | Time: 1177.45 ms
[2022-03-07 09:53:43 main:574] : INFO : Epoch 2028 | loss: 0.0310747 | val_loss: 0.0311903 | Time: 1194.55 ms
[2022-03-07 09:53:45 main:574] : INFO : Epoch 2029 | loss: 0.0310711 | val_loss: 0.0311916 | Time: 1209.37 ms
[2022-03-07 09:53:46 main:574] : INFO : Epoch 2030 | loss: 0.0310678 | val_loss: 0.0311866 | Time: 1198.14 ms
[2022-03-07 09:53:47 main:574] : INFO : Epoch 2031 | loss: 0.0310633 | val_loss: 0.0311831 | Time: 1195.77 ms
[2022-03-07 09:53:48 main:574] : INFO : Epoch 2032 | loss: 0.0310674 | val_loss: 0.0311781 | Time: 1179.55 ms
[2022-03-07 09:53:49 main:574] : INFO : Epoch 2033 | loss: 0.0310701 | val_loss: 0.0311987 | Time: 1204.56 ms
[2022-03-07 09:53:51 main:574] : INFO : Epoch 2034 | loss: 0.0310679 | val_loss: 0.0311851 | Time: 1183.09 ms
[2022-03-07 09:53:52 main:574] : INFO : Epoch 2035 | loss: 0.0310601 | val_loss: 0.0311968 | Time: 1194.99 ms
[2022-03-07 09:53:53 main:574] : INFO : Epoch 2036 | loss: 0.0310658 | val_loss: 0.0311983 | Time: 1188.99 ms
[2022-03-07 09:53:54 main:574] : INFO : Epoch 2037 | loss: 0.0310627 | val_loss: 0.0311901 | Time: 1179.97 ms
[2022-03-07 09:53:55 main:574] : INFO : Epoch 2038 | loss: 0.0310639 | val_loss: 0.0311991 | Time: 1189.93 ms
[2022-03-07 09:53:57 main:574] : INFO : Epoch 2039 | loss: 0.031061 | val_loss: 0.0311838 | Time: 1194.59 ms
[2022-03-07 09:53:58 main:574] : INFO : Epoch 2040 | loss: 0.0310587 | val_loss: 0.0311991 | Time: 1207.67 ms
[2022-03-07 09:53:59 main:574] : INFO : Epoch 2041 | loss: 0.0310696 | val_loss: 0.0311769 | Time: 1189.96 ms
[2022-03-07 09:54:00 main:574] : INFO : Epoch 2042 | loss: 0.0310805 | val_loss: 0.0311934 | Time: 1202.68 ms
[2022-03-07 09:54:01 main:574] : INFO : Epoch 2043 | loss: 0.0310666 | val_loss: 0.0311971 | Time: 1178.98 ms
[2022-03-07 09:54:03 main:574] : INFO : Epoch 2044 | loss: 0.0310613 | val_loss: 0.0311891 | Time: 1194.78 ms
[2022-03-07 09:54:04 main:574] : INFO : Epoch 2045 | loss: 0.0310637 | val_loss: 0.0311908 | Time: 1198.68 ms
[2022-03-07 09:54:05 main:574] : INFO : Epoch 2046 | loss: 0.0310686 | val_loss: 0.0311774 | Time: 1199.38 ms
[2022-03-07 09:54:06 main:574] : INFO : Epoch 2047 | loss: 0.0310794 | val_loss: 0.0311893 | Time: 1173.7 ms
[2022-03-07 09:54:07 main:574] : INFO : Epoch 2048 | loss: 0.0310733 | val_loss: 0.0311875 | Time: 1197.75 ms
[2022-03-07 09:54:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311875
[2022-03-07 09:54:07 main:603] : INFO : Saving end state to config to file
[2022-03-07 09:54:07 main:608] : INFO : Success, exiting..
09:54:07 (3652): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)