Task 10982368
| Name | ParityModified-1639950013-17108-2-0_0 |
| Workunit | 8270331 |
| Created | 24 Jan 2022, 16:56:59 UTC |
| Sent | 9 Feb 2022, 8:35:27 UTC |
| Report deadline | 17 Feb 2022, 8:35:27 UTC |
| Received | 9 Feb 2022, 9:44:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 1 hours 8 min 55 sec |
| CPU time | 1 hours 8 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.41 GB |
| Peak swap size | 4.78 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 34:24 main:574] : INFO : Epoch 1542 | loss: 0.0311482 | val_loss: 0.0311638 | Time: 1165.97 ms [2022-02-09 10:34:25 main:574] : INFO : Epoch 1543 | loss: 0.0311483 | val_loss: 0.031159 | Time: 1199.36 ms [2022-02-09 10:34:27 main:574] : INFO : Epoch 1544 | loss: 0.0311468 | val_loss: 0.0311617 | Time: 1164.67 ms [2022-02-09 10:34:28 main:574] : INFO : Epoch 1545 | loss: 0.031147 | val_loss: 0.031161 | Time: 1133.3 ms [2022-02-09 10:34:29 main:574] : INFO : Epoch 1546 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 1193.13 ms [2022-02-09 10:34:30 main:574] : INFO : Epoch 1547 | loss: 0.0311473 | val_loss: 0.0311593 | Time: 1256.31 ms [2022-02-09 10:34:31 main:574] : INFO : Epoch 1548 | loss: 0.0311475 | val_loss: 0.0311606 | Time: 1123.21 ms [2022-02-09 10:34:32 main:574] : INFO : Epoch 1549 | loss: 0.0311528 | val_loss: 0.031162 | Time: 1196.03 ms [2022-02-09 10:34:34 main:574] : INFO : Epoch 1550 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 1153.67 ms [2022-02-09 10:34:35 main:574] : INFO : Epoch 1551 | loss: 0.0311499 | val_loss: 0.031184 | Time: 1217.36 ms [2022-02-09 10:34:36 main:574] : INFO : Epoch 1552 | loss: 0.0311503 | val_loss: 0.0311613 | Time: 1222.5 ms [2022-02-09 10:34:37 main:574] : INFO : Epoch 1553 | loss: 0.0311477 | val_loss: 0.0311597 | Time: 1188.33 ms [2022-02-09 10:34:38 main:574] : INFO : Epoch 1554 | loss: 0.0311462 | val_loss: 0.0311593 | Time: 1199.35 ms [2022-02-09 10:34:40 main:574] : INFO : Epoch 1555 | loss: 0.0311476 | val_loss: 0.0311628 | Time: 1193.3 ms [2022-02-09 10:34:41 main:574] : INFO : Epoch 1556 | loss: 0.0311467 | val_loss: 0.0311586 | Time: 1196.21 ms [2022-02-09 10:34:42 main:574] : INFO : Epoch 1557 | loss: 0.0311499 | val_loss: 0.0311698 | Time: 1157.94 ms [2022-02-09 10:34:43 main:574] : INFO : Epoch 1558 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 1228.16 ms [2022-02-09 10:34:44 main:574] : INFO : Epoch 1559 | loss: 0.0311509 | val_loss: 0.0311596 | Time: 1203.55 ms [2022-02-09 10:34:46 main:574] : INFO : Epoch 1560 | loss: 0.0311464 | val_loss: 0.0311606 | Time: 1172.54 ms [2022-02-09 10:34:47 main:574] : INFO : Epoch 1561 | loss: 0.0311471 | val_loss: 0.0311639 | Time: 1155.49 ms [2022-02-09 10:34:48 main:574] : INFO : Epoch 1562 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 1156.17 ms [2022-02-09 10:34:49 main:574] : INFO : Epoch 1563 | loss: 0.0311471 | val_loss: 0.0311614 | Time: 1202.27 ms [2022-02-09 10:34:50 main:574] : INFO : Epoch 1564 | loss: 0.0311479 | val_loss: 0.0311582 | Time: 1155.74 ms [2022-02-09 10:34:51 main:574] : INFO : Epoch 1565 | loss: 0.0311478 | val_loss: 0.03116 | Time: 1228.92 ms [2022-02-09 10:34:53 main:574] : INFO : Epoch 1566 | loss: 0.0311505 | val_loss: 0.0311617 | Time: 1182.49 ms [2022-02-09 10:34:54 main:574] : INFO : Epoch 1567 | loss: 0.0311496 | val_loss: 0.0311636 | Time: 1207.86 ms [2022-02-09 10:34:55 main:574] : INFO : Epoch 1568 | loss: 0.0311488 | val_loss: 0.031159 | Time: 1129.35 ms [2022-02-09 10:34:56 main:574] : INFO : Epoch 1569 | loss: 0.0311471 | val_loss: 0.0311566 | Time: 1173.62 ms [2022-02-09 10:34:57 main:574] : INFO : Epoch 1570 | loss: 0.0311449 | val_loss: 0.0311576 | Time: 1202.14 ms [2022-02-09 10:34:59 main:574] : INFO : Epoch 1571 | loss: 0.031145 | val_loss: 0.0311565 | Time: 1199.02 ms [2022-02-09 10:35:00 main:574] : INFO : Epoch 1572 | loss: 0.0311448 | val_loss: 0.0311597 | Time: 1215.73 ms [2022-02-09 10:35:01 main:574] : INFO : Epoch 1573 | loss: 0.0311447 | val_loss: 0.0311561 | Time: 1164.98 ms [2022-02-09 10:35:02 main:574] : INFO : Epoch 1574 | loss: 0.0311434 | val_loss: 0.03116 | Time: 1173.32 ms [2022-02-09 10:35:03 main:574] : INFO : Epoch 1575 | loss: 0.0311444 | val_loss: 0.0311575 | Time: 1179.18 ms [2022-02-09 10:35:04 main:574] : INFO : Epoch 1576 | loss: 0.0311419 | val_loss: 0.0311633 | Time: 1138.83 ms [2022-02-09 10:35:06 main:574] : INFO : Epoch 1577 | loss: 0.0311454 | val_loss: 0.0311632 | Time: 1173.38 ms [2022-02-09 10:35:07 main:574] : INFO : Epoch 1578 | loss: 0.0311558 | val_loss: 0.0311621 | Time: 1223.24 ms [2022-02-09 10:35:08 main:574] : INFO : Epoch 1579 | loss: 0.0311497 | val_loss: 0.0311573 | Time: 1171.09 ms [2022-02-09 10:35:09 main:574] : INFO : Epoch 1580 | loss: 0.0311472 | val_loss: 0.03116 | Time: 1176.36 ms [2022-02-09 10:35:10 main:574] : INFO : Epoch 1581 | loss: 0.0311455 | val_loss: 0.031162 | Time: 1137.55 ms [2022-02-09 10:35:11 main:574] : INFO : Epoch 1582 | loss: 0.0311458 | val_loss: 0.031164 | Time: 1191.92 ms [2022-02-09 10:35:13 main:574] : INFO : Epoch 1583 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 1136.89 ms [2022-02-09 10:35:14 main:574] : INFO : Epoch 1584 | loss: 0.0311444 | val_loss: 0.0311638 | Time: 1275.91 ms [2022-02-09 10:35:15 main:574] : INFO : Epoch 1585 | loss: 0.0311476 | val_loss: 0.0311625 | Time: 1142.99 ms [2022-02-09 10:35:16 main:574] : INFO : Epoch 1586 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 1178.83 ms [2022-02-09 10:35:17 main:574] : INFO : Epoch 1587 | loss: 0.031146 | val_loss: 0.0311619 | Time: 1152.88 ms [2022-02-09 10:35:19 main:574] : INFO : Epoch 1588 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 1168.72 ms [2022-02-09 10:35:20 main:574] : INFO : Epoch 1589 | loss: 0.0311434 | val_loss: 0.031163 | Time: 1208.11 ms [2022-02-09 10:35:21 main:574] : INFO : Epoch 1590 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 1212.31 ms [2022-02-09 10:35:22 main:574] : INFO : Epoch 1591 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 1168.3 ms [2022-02-09 10:35:23 main:574] : INFO : Epoch 1592 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 1230.92 ms [2022-02-09 10:35:25 main:574] : INFO : Epoch 1593 | loss: 0.0311424 | val_loss: 0.0311636 | Time: 1228.46 ms [2022-02-09 10:35:26 main:574] : INFO : Epoch 1594 | loss: 0.0311438 | val_loss: 0.031163 | Time: 1215.83 ms [2022-02-09 10:35:27 main:574] : INFO : Epoch 1595 | loss: 0.0311446 | val_loss: 0.0311605 | Time: 1187.67 ms [2022-02-09 10:35:28 main:574] : INFO : Epoch 1596 | loss: 0.0311433 | val_loss: 0.0311611 | Time: 1185.22 ms [2022-02-09 10:35:29 main:574] : INFO : Epoch 1597 | loss: 0.031145 | val_loss: 0.0311615 | Time: 1231.98 ms [2022-02-09 10:35:31 main:574] : INFO : Epoch 1598 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 1227.07 ms [2022-02-09 10:35:32 main:574] : INFO : Epoch 1599 | loss: 0.0311437 | val_loss: 0.0311596 | Time: 1151.77 ms [2022-02-09 10:35:33 main:574] : INFO : Epoch 1600 | loss: 0.0311423 | val_loss: 0.0311607 | Time: 1168.47 ms [2022-02-09 10:35:34 main:574] : INFO : Epoch 1601 | loss: 0.031145 | val_loss: 0.031163 | Time: 1203.83 ms [2022-02-09 10:35:35 main:574] : INFO : Epoch 1602 | loss: 0.0311453 | val_loss: 0.031159 | Time: 1205.08 ms [2022-02-09 10:35:37 main:574] : INFO : Epoch 1603 | loss: 0.0311461 | val_loss: 0.0311627 | Time: 1177.91 ms [2022-02-09 10:35:38 main:574] : INFO : Epoch 1604 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 1199.56 ms [2022-02-09 10:35:39 main:574] : INFO : Epoch 1605 | loss: 0.0311506 | val_loss: 0.0311654 | Time: 1127.5 ms [2022-02-09 10:35:40 main:574] : INFO : Epoch 1606 | loss: 0.0311491 | val_loss: 0.0311593 | Time: 1179.65 ms [2022-02-09 10:35:41 main:574] : INFO : Epoch 1607 | loss: 0.031146 | val_loss: 0.0311608 | Time: 1222.56 ms [2022-02-09 10:35:43 main:574] : INFO : Epoch 1608 | loss: 0.0311468 | val_loss: 0.031164 | Time: 1218.65 ms [2022-02-09 10:35:44 main:574] : INFO : Epoch 1609 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 1168.42 ms [2022-02-09 10:35:45 main:574] : INFO : Epoch 1610 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 1141.57 ms [2022-02-09 10:35:46 main:574] : INFO : Epoch 1611 | loss: 0.0311485 | val_loss: 0.0311632 | Time: 1161.18 ms [2022-02-09 10:35:47 main:574] : INFO : Epoch 1612 | loss: 0.0311447 | val_loss: 0.0311611 | Time: 1249.51 ms [2022-02-09 10:35:48 main:574] : INFO : Epoch 1613 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 1209.57 ms [2022-02-09 10:35:50 main:574] : INFO : Epoch 1614 | loss: 0.0311439 | val_loss: 0.0311609 | Time: 1177.77 ms [2022-02-09 10:35:51 main:574] : INFO : Epoch 1615 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 1199.08 ms [2022-02-09 10:35:52 main:574] : INFO : Epoch 1616 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 1159.68 ms [2022-02-09 10:35:53 main:574] : INFO : Epoch 1617 | loss: 0.0311437 | val_loss: 0.0311618 | Time: 1191.03 ms [2022-02-09 10:35:54 main:574] : INFO : Epoch 1618 | loss: 0.0311431 | val_loss: 0.031161 | Time: 1202.02 ms [2022-02-09 10:35:56 main:574] : INFO : Epoch 1619 | loss: 0.0311437 | val_loss: 0.0311627 | Time: 1222.53 ms [2022-02-09 10:35:57 main:574] : INFO : Epoch 1620 | loss: 0.0311444 | val_loss: 0.031163 | Time: 1138.09 ms [2022-02-09 10:35:58 main:574] : INFO : Epoch 1621 | loss: 0.031146 | val_loss: 0.0311626 | Time: 1204.56 ms [2022-02-09 10:35:59 main:574] : INFO : Epoch 1622 | loss: 0.0311465 | val_loss: 0.031165 | Time: 1183.4 ms [2022-02-09 10:36:00 main:574] : INFO : Epoch 1623 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 1215.75 ms [2022-02-09 10:36:02 main:574] : INFO : Epoch 1624 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 1206.53 ms [2022-02-09 10:36:03 main:574] : INFO : Epoch 1625 | loss: 0.0311448 | val_loss: 0.0311609 | Time: 1177.05 ms [2022-02-09 10:36:04 main:574] : INFO : Epoch 1626 | loss: 0.0311463 | val_loss: 0.031163 | Time: 1151.76 ms [2022-02-09 10:36:05 main:574] : INFO : Epoch 1627 | loss: 0.0311438 | val_loss: 0.0311665 | Time: 1152.81 ms [2022-02-09 10:36:06 main:574] : INFO : Epoch 1628 | loss: 0.0311443 | val_loss: 0.031163 | Time: 1170.21 ms [2022-02-09 10:36:07 main:574] : INFO : Epoch 1629 | loss: 0.0311441 | val_loss: 0.0311634 | Time: 1154.83 ms [2022-02-09 10:36:08 main:574] : INFO : Epoch 1630 | loss: 0.0311432 | val_loss: 0.0311665 | Time: 1130.01 ms [2022-02-09 10:36:10 main:574] : INFO : Epoch 1631 | loss: 0.031144 | val_loss: 0.0311622 | Time: 1185.15 ms [2022-02-09 10:36:11 main:574] : INFO : Epoch 1632 | loss: 0.0311453 | val_loss: 0.031162 | Time: 1138.39 ms [2022-02-09 10:36:12 main:574] : INFO : Epoch 1633 | loss: 0.0311492 | val_loss: 0.0311674 | Time: 1183.31 ms [2022-02-09 10:36:13 main:574] : INFO : Epoch 1634 | loss: 0.0311472 | val_loss: 0.0311622 | Time: 1178.8 ms [2022-02-09 10:36:14 main:574] : INFO : Epoch 1635 | loss: 0.031144 | val_loss: 0.0311612 | Time: 1134.24 ms [2022-02-09 10:36:16 main:574] : INFO : Epoch 1636 | loss: 0.0311427 | val_loss: 0.0311637 | Time: 1193.09 ms [2022-02-09 10:36:17 main:574] : INFO : Epoch 1637 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 1174.45 ms [2022-02-09 10:36:18 main:574] : INFO : Epoch 1638 | loss: 0.0311431 | val_loss: 0.0311636 | Time: 1192.74 ms [2022-02-09 10:36:19 main:574] : INFO : Epoch 1639 | loss: 0.0311474 | val_loss: 0.031164 | Time: 1220.24 ms [2022-02-09 10:36:20 main:574] : INFO : Epoch 1640 | loss: 0.0311447 | val_loss: 0.0311612 | Time: 1197.2 ms [2022-02-09 10:36:22 main:574] : INFO : Epoch 1641 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 1277.9 ms [2022-02-09 10:36:23 main:574] : INFO : Epoch 1642 | loss: 0.0311408 | val_loss: 0.0311605 | Time: 1187.88 ms [2022-02-09 10:36:24 main:574] : INFO : Epoch 1643 | loss: 0.0311421 | val_loss: 0.0311613 | Time: 1229.09 ms [2022-02-09 10:36:25 main:574] : INFO : Epoch 1644 | loss: 0.0311439 | val_loss: 0.0311601 | Time: 1215.11 ms [2022-02-09 10:36:26 main:574] : INFO : Epoch 1645 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 1155.23 ms [2022-02-09 10:36:28 main:574] : INFO : Epoch 1646 | loss: 0.0311435 | val_loss: 0.0311631 | Time: 1195.05 ms [2022-02-09 10:36:29 main:574] : INFO : Epoch 1647 | loss: 0.0311447 | val_loss: 0.0311612 | Time: 1184.34 ms [2022-02-09 10:36:30 main:574] : INFO : Epoch 1648 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 1152.01 ms [2022-02-09 10:36:31 main:574] : INFO : Epoch 1649 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 1228.11 ms [2022-02-09 10:36:32 main:574] : INFO : Epoch 1650 | loss: 0.031145 | val_loss: 0.0311637 | Time: 1157.6 ms [2022-02-09 10:36:34 main:574] : INFO : Epoch 1651 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 1231.21 ms [2022-02-09 10:36:35 main:574] : INFO : Epoch 1652 | loss: 0.031144 | val_loss: 0.0311621 | Time: 1148.18 ms [2022-02-09 10:36:36 main:574] : INFO : Epoch 1653 | loss: 0.0311429 | val_loss: 0.0311666 | Time: 1209.74 ms [2022-02-09 10:36:37 main:574] : INFO : Epoch 1654 | loss: 0.0311464 | val_loss: 0.0311617 | Time: 1236.92 ms [2022-02-09 10:36:38 main:574] : INFO : Epoch 1655 | loss: 0.0311464 | val_loss: 0.031164 | Time: 1186.75 ms [2022-02-09 10:36:39 main:574] : INFO : Epoch 1656 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 1200.56 ms [2022-02-09 10:36:41 main:574] : INFO : Epoch 1657 | loss: 0.0311477 | val_loss: 0.0311656 | Time: 1218.14 ms [2022-02-09 10:36:42 main:574] : INFO : Epoch 1658 | loss: 0.0311517 | val_loss: 0.0311586 | Time: 1153.63 ms [2022-02-09 10:36:43 main:574] : INFO : Epoch 1659 | loss: 0.0311512 | val_loss: 0.0311621 | Time: 1187.91 ms [2022-02-09 10:36:44 main:574] : INFO : Epoch 1660 | loss: 0.0311502 | val_loss: 0.0311595 | Time: 1190.55 ms [2022-02-09 10:36:45 main:574] : INFO : Epoch 1661 | loss: 0.0311541 | val_loss: 0.0311618 | Time: 1139 ms [2022-02-09 10:36:47 main:574] : INFO : Epoch 1662 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1300.86 ms [2022-02-09 10:36:48 main:574] : INFO : Epoch 1663 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 1153.49 ms [2022-02-09 10:36:49 main:574] : INFO : Epoch 1664 | loss: 0.0311901 | val_loss: 0.0312112 | Time: 1174.06 ms [2022-02-09 10:36:50 main:574] : INFO : Epoch 1665 | loss: 0.0312083 | val_loss: 0.0312011 | Time: 1167.75 ms [2022-02-09 10:36:51 main:574] : INFO : Epoch 1666 | loss: 0.0312024 | val_loss: 0.031189 | Time: 1230.61 ms [2022-02-09 10:36:53 main:574] : INFO : Epoch 1667 | loss: 0.0311914 | val_loss: 0.0311864 | Time: 1174.32 ms [2022-02-09 10:36:54 main:574] : INFO : Epoch 1668 | loss: 0.0311904 | val_loss: 0.0311846 | Time: 1162.1 ms [2022-02-09 10:36:55 main:574] : INFO : Epoch 1669 | loss: 0.0311874 | val_loss: 0.0311835 | Time: 1154.35 ms [2022-02-09 10:36:56 main:574] : INFO : Epoch 1670 | loss: 0.0311868 | val_loss: 0.0311835 | Time: 1163.52 ms [2022-02-09 10:36:57 main:574] : INFO : Epoch 1671 | loss: 0.0311852 | val_loss: 0.0311827 | Time: 1208.34 ms [2022-02-09 10:36:58 main:574] : INFO : Epoch 1672 | loss: 0.0311848 | val_loss: 0.0311826 | Time: 1167.61 ms [2022-02-09 10:37:00 main:574] : INFO : Epoch 1673 | loss: 0.0311837 | val_loss: 0.0311825 | Time: 1213.75 ms [2022-02-09 10:37:01 main:574] : INFO : Epoch 1674 | loss: 0.0311841 | val_loss: 0.0311819 | Time: 1149.91 ms [2022-02-09 10:37:02 main:574] : INFO : Epoch 1675 | loss: 0.0311845 | val_loss: 0.0311822 | Time: 1184.64 ms [2022-02-09 10:37:03 main:574] : INFO : Epoch 1676 | loss: 0.0311821 | val_loss: 0.0311817 | Time: 1168.4 ms [2022-02-09 10:37:04 main:574] : INFO : Epoch 1677 | loss: 0.0311817 | val_loss: 0.031181 | Time: 1185.28 ms [2022-02-09 10:37:06 main:574] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311828 | Time: 1240.51 ms [2022-02-09 10:37:07 main:574] : INFO : Epoch 1679 | loss: 0.0311835 | val_loss: 0.0311801 | Time: 1206.72 ms [2022-02-09 10:37:08 main:574] : INFO : Epoch 1680 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1199.22 ms [2022-02-09 10:37:09 main:574] : INFO : Epoch 1681 | loss: 0.0311853 | val_loss: 0.0311806 | Time: 1239.6 ms [2022-02-09 10:37:10 main:574] : INFO : Epoch 1682 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 1227.56 ms [2022-02-09 10:37:12 main:574] : INFO : Epoch 1683 | loss: 0.0311856 | val_loss: 0.0311798 | Time: 1169.58 ms [2022-02-09 10:37:13 main:574] : INFO : Epoch 1684 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 1203.96 ms [2022-02-09 10:37:14 main:574] : INFO : Epoch 1685 | loss: 0.0311795 | val_loss: 0.0311783 | Time: 1189.39 ms [2022-02-09 10:37:15 main:574] : INFO : Epoch 1686 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 1210.62 ms [2022-02-09 10:37:16 main:574] : INFO : Epoch 1687 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 1247.98 ms [2022-02-09 10:37:18 main:574] : INFO : Epoch 1688 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 1220.06 ms [2022-02-09 10:37:19 main:574] : INFO : Epoch 1689 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 1202.64 ms [2022-02-09 10:37:20 main:574] : INFO : Epoch 1690 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 1158.64 ms [2022-02-09 10:37:21 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311769 | Time: 1159.19 ms [2022-02-09 10:37:22 main:574] : INFO : Epoch 1692 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 1240.37 ms [2022-02-09 10:37:24 main:574] : INFO : Epoch 1693 | loss: 0.0311759 | val_loss: 0.031176 | Time: 1208.75 ms [2022-02-09 10:37:25 main:574] : INFO : Epoch 1694 | loss: 0.0311769 | val_loss: 0.0311769 | Time: 1202.24 ms [2022-02-09 10:37:26 main:574] : INFO : Epoch 1695 | loss: 0.031176 | val_loss: 0.0311804 | Time: 1177.01 ms [2022-02-09 10:37:27 main:574] : INFO : Epoch 1696 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1199.72 ms [2022-02-09 10:37:28 main:574] : INFO : Epoch 1697 | loss: 0.0311756 | val_loss: 0.0311766 | Time: 1147.38 ms [2022-02-09 10:37:30 main:574] : INFO : Epoch 1698 | loss: 0.0311749 | val_loss: 0.0311751 | Time: 1137.52 ms [2022-02-09 10:37:31 main:574] : INFO : Epoch 1699 | loss: 0.0311753 | val_loss: 0.0311748 | Time: 1199.79 ms [2022-02-09 10:37:32 main:574] : INFO : Epoch 1700 | loss: 0.0311762 | val_loss: 0.0311764 | Time: 1182.97 ms [2022-02-09 10:37:33 main:574] : INFO : Epoch 1701 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 1188.24 ms [2022-02-09 10:37:34 main:574] : INFO : Epoch 1702 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 1185.42 ms [2022-02-09 10:37:35 main:574] : INFO : Epoch 1703 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 1179.74 ms [2022-02-09 10:37:37 main:574] : INFO : Epoch 1704 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 1203.44 ms [2022-02-09 10:37:38 main:574] : INFO : Epoch 1705 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 1132.29 ms [2022-02-09 10:37:39 main:574] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 1175.8 ms [2022-02-09 10:37:40 main:574] : INFO : Epoch 1707 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 1176.11 ms [2022-02-09 10:37:41 main:574] : INFO : Epoch 1708 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 1200.31 ms [2022-02-09 10:37:43 main:574] : INFO : Epoch 1709 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1198.39 ms [2022-02-09 10:37:44 main:574] : INFO : Epoch 1710 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 1158.25 ms [2022-02-09 10:37:45 main:574] : INFO : Epoch 1711 | loss: 0.0311738 | val_loss: 0.0311756 | Time: 1260.89 ms [2022-02-09 10:37:46 main:574] : INFO : Epoch 1712 | loss: 0.0311728 | val_loss: 0.0311751 | Time: 1234.78 ms [2022-02-09 10:37:47 main:574] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 1204.13 ms [2022-02-09 10:37:49 main:574] : INFO : Epoch 1714 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1178.82 ms [2022-02-09 10:37:50 main:574] : INFO : Epoch 1715 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 1205.14 ms [2022-02-09 10:37:51 main:574] : INFO : Epoch 1716 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 1172.66 ms [2022-02-09 10:37:52 main:574] : INFO : Epoch 1717 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 1175.19 ms [2022-02-09 10:37:53 main:574] : INFO : Epoch 1718 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1158.24 ms [2022-02-09 10:37:54 main:574] : INFO : Epoch 1719 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 1169.16 ms [2022-02-09 10:37:56 main:574] : INFO : Epoch 1720 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 1208.44 ms [2022-02-09 10:37:57 main:574] : INFO : Epoch 1721 | loss: 0.0311712 | val_loss: 0.031176 | Time: 1191.53 ms [2022-02-09 10:37:58 main:574] : INFO : Epoch 1722 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 1188.74 ms [2022-02-09 10:37:59 main:574] : INFO : Epoch 1723 | loss: 0.031171 | val_loss: 0.031176 | Time: 1179.23 ms [2022-02-09 10:38:01 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 1251.36 ms [2022-02-09 10:38:02 main:574] : INFO : Epoch 1725 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 1197.27 ms [2022-02-09 10:38:03 main:574] : INFO : Epoch 1726 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1217.88 ms [2022-02-09 10:38:04 main:574] : INFO : Epoch 1727 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 1201.06 ms [2022-02-09 10:38:05 main:574] : INFO : Epoch 1728 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 1242.08 ms [2022-02-09 10:38:07 main:574] : INFO : Epoch 1729 | loss: 0.0311711 | val_loss: 0.0311846 | Time: 1184.57 ms [2022-02-09 10:38:08 main:574] : INFO : Epoch 1730 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 1198.21 ms [2022-02-09 10:38:09 main:574] : INFO : Epoch 1731 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1216.5 ms [2022-02-09 10:38:10 main:574] : INFO : Epoch 1732 | loss: 0.0311717 | val_loss: 0.03118 | Time: 1158.9 ms [2022-02-09 10:38:11 main:574] : INFO : Epoch 1733 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 1150.14 ms [2022-02-09 10:38:12 main:574] : INFO : Epoch 1734 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1182.3 ms [2022-02-09 10:38:14 main:574] : INFO : Epoch 1735 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1167.86 ms [2022-02-09 10:38:15 main:574] : INFO : Epoch 1736 | loss: 0.031179 | val_loss: 0.0311771 | Time: 1186.36 ms [2022-02-09 10:38:16 main:574] : INFO : Epoch 1737 | loss: 0.0311781 | val_loss: 0.0311841 | Time: 1130.83 ms [2022-02-09 10:38:17 main:574] : INFO : Epoch 1738 | loss: 0.0311773 | val_loss: 0.031176 | Time: 1164.07 ms [2022-02-09 10:38:18 main:574] : INFO : Epoch 1739 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 1170.26 ms [2022-02-09 10:38:19 main:574] : INFO : Epoch 1740 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1140.63 ms [2022-02-09 10:38:21 main:574] : INFO : Epoch 1741 | loss: 0.0311717 | val_loss: 0.031176 | Time: 1231.77 ms [2022-02-09 10:38:22 main:574] : INFO : Epoch 1742 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 1188.16 ms [2022-02-09 10:38:23 main:574] : INFO : Epoch 1743 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1240.65 ms [2022-02-09 10:38:24 main:574] : INFO : Epoch 1744 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 1171.99 ms [2022-02-09 10:38:25 main:574] : INFO : Epoch 1745 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 1200.79 ms [2022-02-09 10:38:27 main:574] : INFO : Epoch 1746 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 1202.77 ms [2022-02-09 10:38:28 main:574] : INFO : Epoch 1747 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1161.66 ms [2022-02-09 10:38:29 main:574] : INFO : Epoch 1748 | loss: 0.0311705 | val_loss: 0.031182 | Time: 1187.48 ms [2022-02-09 10:38:30 main:574] : INFO : Epoch 1749 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1184.75 ms [2022-02-09 10:38:31 main:574] : INFO : Epoch 1750 | loss: 0.0311697 | val_loss: 0.0311819 | Time: 1213.8 ms [2022-02-09 10:38:33 main:574] : INFO : Epoch 1751 | loss: 0.031176 | val_loss: 0.0311844 | Time: 1213.18 ms [2022-02-09 10:38:34 main:574] : INFO : Epoch 1752 | loss: 0.0311727 | val_loss: 0.0311828 | Time: 1181.33 ms [2022-02-09 10:38:35 main:574] : INFO : Epoch 1753 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1149.42 ms [2022-02-09 10:38:36 main:574] : INFO : Epoch 1754 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 1183.3 ms [2022-02-09 10:38:37 main:574] : INFO : Epoch 1755 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1252.43 ms [2022-02-09 10:38:39 main:574] : INFO : Epoch 1756 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 1202.61 ms [2022-02-09 10:38:40 main:574] : INFO : Epoch 1757 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 1174.02 ms [2022-02-09 10:38:41 main:574] : INFO : Epoch 1758 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 1183.76 ms [2022-02-09 10:38:42 main:574] : INFO : Epoch 1759 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1160.5 ms [2022-02-09 10:38:43 main:574] : INFO : Epoch 1760 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 1199.1 ms [2022-02-09 10:38:45 main:574] : INFO : Epoch 1761 | loss: 0.031167 | val_loss: 0.0311779 | Time: 1184.68 ms [2022-02-09 10:38:46 main:574] : INFO : Epoch 1762 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 1221.52 ms [2022-02-09 10:38:47 main:574] : INFO : Epoch 1763 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 1193.45 ms [2022-02-09 10:38:48 main:574] : INFO : Epoch 1764 | loss: 0.031166 | val_loss: 0.031176 | Time: 1215.1 ms [2022-02-09 10:38:49 main:574] : INFO : Epoch 1765 | loss: 0.0311674 | val_loss: 0.031186 | Time: 1130.87 ms [2022-02-09 10:38:50 main:574] : INFO : Epoch 1766 | loss: 0.031173 | val_loss: 0.0311781 | Time: 1208.47 ms [2022-02-09 10:38:52 main:574] : INFO : Epoch 1767 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 1202.31 ms [2022-02-09 10:38:53 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 1182.31 ms [2022-02-09 10:38:54 main:574] : INFO : Epoch 1769 | loss: 0.031166 | val_loss: 0.0311763 | Time: 1230.67 ms [2022-02-09 10:38:55 main:574] : INFO : Epoch 1770 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1269.16 ms [2022-02-09 10:38:57 main:574] : INFO : Epoch 1771 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 1154.49 ms [2022-02-09 10:38:58 main:574] : INFO : Epoch 1772 | loss: 0.0311698 | val_loss: 0.0311787 | Time: 1152 ms [2022-02-09 10:38:59 main:574] : INFO : Epoch 1773 | loss: 0.0311673 | val_loss: 0.0311786 | Time: 1206.81 ms [2022-02-09 10:39:00 main:574] : INFO : Epoch 1774 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1196.37 ms [2022-02-09 10:39:01 main:574] : INFO : Epoch 1775 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 1184.3 ms [2022-02-09 10:39:02 main:574] : INFO : Epoch 1776 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 1211.15 ms [2022-02-09 10:39:04 main:574] : INFO : Epoch 1777 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 1184.95 ms [2022-02-09 10:39:05 main:574] : INFO : Epoch 1778 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 1212.82 ms [2022-02-09 10:39:06 main:574] : INFO : Epoch 1779 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1186.2 ms [2022-02-09 10:39:07 main:574] : INFO : Epoch 1780 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 1173.36 ms [2022-02-09 10:39:08 main:574] : INFO : Epoch 1781 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1156.87 ms [2022-02-09 10:39:10 main:574] : INFO : Epoch 1782 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 1172.15 ms [2022-02-09 10:39:11 main:574] : INFO : Epoch 1783 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 1166.73 ms [2022-02-09 10:39:12 main:574] : INFO : Epoch 1784 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 1188.95 ms [2022-02-09 10:39:13 main:574] : INFO : Epoch 1785 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 1153.33 ms [2022-02-09 10:39:14 main:574] : INFO : Epoch 1786 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1228.58 ms [2022-02-09 10:39:15 main:574] : INFO : Epoch 1787 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 1179.95 ms [2022-02-09 10:39:17 main:574] : INFO : Epoch 1788 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 1183.74 ms [2022-02-09 10:39:18 main:574] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 1190.64 ms [2022-02-09 10:39:19 main:574] : INFO : Epoch 1790 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 1220.4 ms [2022-02-09 10:39:20 main:574] : INFO : Epoch 1791 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 1251.5 ms [2022-02-09 10:39:22 main:574] : INFO : Epoch 1792 | loss: 0.0311679 | val_loss: 0.031175 | Time: 1203.23 ms [2022-02-09 10:39:23 main:574] : INFO : Epoch 1793 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 1188.54 ms [2022-02-09 10:39:24 main:574] : INFO : Epoch 1794 | loss: 0.031166 | val_loss: 0.0311763 | Time: 1215.17 ms [2022-02-09 10:39:25 main:574] : INFO : Epoch 1795 | loss: 0.031164 | val_loss: 0.031177 | Time: 1208.05 ms [2022-02-09 10:39:26 main:574] : INFO : Epoch 1796 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1154.88 ms [2022-02-09 10:39:27 main:574] : INFO : Epoch 1797 | loss: 0.0311638 | val_loss: 0.0311782 | Time: 1176.29 ms [2022-02-09 10:39:29 main:574] : INFO : Epoch 1798 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 1174.94 ms [2022-02-09 10:39:30 main:574] : INFO : Epoch 1799 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1203.54 ms [2022-02-09 10:39:31 main:574] : INFO : Epoch 1800 | loss: 0.0311635 | val_loss: 0.0311782 | Time: 1196.48 ms [2022-02-09 10:39:32 main:574] : INFO : Epoch 1801 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 1133.17 ms [2022-02-09 10:39:33 main:574] : INFO : Epoch 1802 | loss: 0.0311659 | val_loss: 0.0311807 | Time: 1189.97 ms [2022-02-09 10:39:35 main:574] : INFO : Epoch 1803 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 1204.34 ms [2022-02-09 10:39:36 main:574] : INFO : Epoch 1804 | loss: 0.031164 | val_loss: 0.0311757 | Time: 1213.04 ms [2022-02-09 10:39:37 main:574] : INFO : Epoch 1805 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 1186.9 ms [2022-02-09 10:39:38 main:574] : INFO : Epoch 1806 | loss: 0.0311643 | val_loss: 0.0311789 | Time: 1180.57 ms [2022-02-09 10:39:39 main:574] : INFO : Epoch 1807 | loss: 0.031164 | val_loss: 0.0311778 | Time: 1186.07 ms [2022-02-09 10:39:41 main:574] : INFO : Epoch 1808 | loss: 0.0311654 | val_loss: 0.031178 | Time: 1203.8 ms [2022-02-09 10:39:42 main:574] : INFO : Epoch 1809 | loss: 0.0311661 | val_loss: 0.0311804 | Time: 1148.93 ms [2022-02-09 10:39:43 main:574] : INFO : Epoch 1810 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 1247.42 ms [2022-02-09 10:39:44 main:574] : INFO : Epoch 1811 | loss: 0.0311658 | val_loss: 0.0311822 | Time: 1148.89 ms [2022-02-09 10:39:45 main:574] : INFO : Epoch 1812 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 1246.3 ms [2022-02-09 10:39:47 main:574] : INFO : Epoch 1813 | loss: 0.031166 | val_loss: 0.031178 | Time: 1191.36 ms [2022-02-09 10:39:48 main:574] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 1169.22 ms [2022-02-09 10:39:49 main:574] : INFO : Epoch 1815 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1160.87 ms [2022-02-09 10:39:50 main:574] : INFO : Epoch 1816 | loss: 0.0311668 | val_loss: 0.0311785 | Time: 1145.5 ms [2022-02-09 10:39:51 main:574] : INFO : Epoch 1817 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 1167.66 ms [2022-02-09 10:39:52 main:574] : INFO : Epoch 1818 | loss: 0.0311666 | val_loss: 0.0311857 | Time: 1190.13 ms [2022-02-09 10:39:54 main:574] : INFO : Epoch 1819 | loss: 0.0311723 | val_loss: 0.031177 | Time: 1167.92 ms [2022-02-09 10:39:55 main:574] : INFO : Epoch 1820 | loss: 0.0311689 | val_loss: 0.031177 | Time: 1216.26 ms [2022-02-09 10:39:56 main:574] : INFO : Epoch 1821 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 1147.05 ms [2022-02-09 10:39:57 main:574] : INFO : Epoch 1822 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1200.01 ms [2022-02-09 10:39:58 main:574] : INFO : Epoch 1823 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 1138.64 ms [2022-02-09 10:39:59 main:574] : INFO : Epoch 1824 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 1166.07 ms [2022-02-09 10:40:01 main:574] : INFO : Epoch 1825 | loss: 0.031167 | val_loss: 0.031175 | Time: 1200.35 ms [2022-02-09 10:40:02 main:574] : INFO : Epoch 1826 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 1193.66 ms [2022-02-09 10:40:03 main:574] : INFO : Epoch 1827 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 1177.62 ms [2022-02-09 10:40:04 main:574] : INFO : Epoch 1828 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 1129.95 ms [2022-02-09 10:40:05 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 1211.47 ms [2022-02-09 10:40:07 main:574] : INFO : Epoch 1830 | loss: 0.0311679 | val_loss: 0.0311792 | Time: 1172.82 ms [2022-02-09 10:40:08 main:574] : INFO : Epoch 1831 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 1208.78 ms [2022-02-09 10:40:09 main:574] : INFO : Epoch 1832 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1144.97 ms [2022-02-09 10:40:10 main:574] : INFO : Epoch 1833 | loss: 0.031166 | val_loss: 0.0311812 | Time: 1172.59 ms [2022-02-09 10:40:11 main:574] : INFO : Epoch 1834 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 1193.2 ms [2022-02-09 10:40:12 main:574] : INFO : Epoch 1835 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 1208.32 ms [2022-02-09 10:40:14 main:574] : INFO : Epoch 1836 | loss: 0.0311669 | val_loss: 0.0311842 | Time: 1167.64 ms [2022-02-09 10:40:15 main:574] : INFO : Epoch 1837 | loss: 0.0311675 | val_loss: 0.0311837 | Time: 1250.9 ms [2022-02-09 10:40:16 main:574] : INFO : Epoch 1838 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 1220.41 ms [2022-02-09 10:40:17 main:574] : INFO : Epoch 1839 | loss: 0.0311632 | val_loss: 0.031175 | Time: 1200.39 ms [2022-02-09 10:40:18 main:574] : INFO : Epoch 1840 | loss: 0.0311611 | val_loss: 0.031176 | Time: 1186.5 ms [2022-02-09 10:40:20 main:574] : INFO : Epoch 1841 | loss: 0.0311607 | val_loss: 0.0311762 | Time: 1191.84 ms [2022-02-09 10:40:21 main:574] : INFO : Epoch 1842 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 1227.11 ms [2022-02-09 10:40:22 main:574] : INFO : Epoch 1843 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 1210.31 ms [2022-02-09 10:40:23 main:574] : INFO : Epoch 1844 | loss: 0.0311621 | val_loss: 0.0311752 | Time: 1184.88 ms [2022-02-09 10:40:24 main:574] : INFO : Epoch 1845 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 1131.57 ms [2022-02-09 10:40:26 main:574] : INFO : Epoch 1846 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 1214.65 ms [2022-02-09 10:40:27 main:574] : INFO : Epoch 1847 | loss: 0.0311628 | val_loss: 0.0311739 | Time: 1207.95 ms [2022-02-09 10:40:28 main:574] : INFO : Epoch 1848 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 1172.74 ms [2022-02-09 10:40:29 main:574] : INFO : Epoch 1849 | loss: 0.031162 | val_loss: 0.0311762 | Time: 1159.41 ms [2022-02-09 10:40:30 main:574] : INFO : Epoch 1850 | loss: 0.0311616 | val_loss: 0.0311732 | Time: 1204.03 ms [2022-02-09 10:40:32 main:574] : INFO : Epoch 1851 | loss: 0.0311603 | val_loss: 0.0311765 | Time: 1188.15 ms [2022-02-09 10:40:33 main:574] : INFO : Epoch 1852 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 1202.21 ms [2022-02-09 10:40:34 main:574] : INFO : Epoch 1853 | loss: 0.031165 | val_loss: 0.0311737 | Time: 1239.83 ms [2022-02-09 10:40:35 main:574] : INFO : Epoch 1854 | loss: 0.0311627 | val_loss: 0.031175 | Time: 1191.58 ms [2022-02-09 10:40:36 main:574] : INFO : Epoch 1855 | loss: 0.031161 | val_loss: 0.0311739 | Time: 1194.82 ms [2022-02-09 10:40:38 main:574] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.031173 | Time: 1203.48 ms [2022-02-09 10:40:39 main:574] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1172.06 ms [2022-02-09 10:40:40 main:574] : INFO : Epoch 1858 | loss: 0.031163 | val_loss: 0.0311721 | Time: 1210.75 ms [2022-02-09 10:40:41 main:574] : INFO : Epoch 1859 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1167.77 ms [2022-02-09 10:40:42 main:574] : INFO : Epoch 1860 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 1189.97 ms [2022-02-09 10:40:44 main:574] : INFO : Epoch 1861 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 1212.37 ms [2022-02-09 10:40:45 main:574] : INFO : Epoch 1862 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1245.43 ms [2022-02-09 10:40:46 main:574] : INFO : Epoch 1863 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 1188.92 ms [2022-02-09 10:40:47 main:574] : INFO : Epoch 1864 | loss: 0.0311704 | val_loss: 0.0311814 | Time: 1183.08 ms [2022-02-09 10:40:48 main:574] : INFO : Epoch 1865 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 1214.92 ms [2022-02-09 10:40:50 main:574] : INFO : Epoch 1866 | loss: 0.0311642 | val_loss: 0.0311749 | Time: 1146.11 ms [2022-02-09 10:40:51 main:574] : INFO : Epoch 1867 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 1162.3 ms [2022-02-09 10:40:52 main:574] : INFO : Epoch 1868 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 1155.67 ms [2022-02-09 10:40:53 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.031172 | Time: 1187.9 ms [2022-02-09 10:40:54 main:574] : INFO : Epoch 1870 | loss: 0.0311607 | val_loss: 0.0311709 | Time: 1195.97 ms [2022-02-09 10:40:56 main:574] : INFO : Epoch 1871 | loss: 0.0311615 | val_loss: 0.0311777 | Time: 1264.4 ms [2022-02-09 10:40:57 main:574] : INFO : Epoch 1872 | loss: 0.0311622 | val_loss: 0.0311725 | Time: 1184.06 ms [2022-02-09 10:40:58 main:574] : INFO : Epoch 1873 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 1194.32 ms [2022-02-09 10:40:59 main:574] : INFO : Epoch 1874 | loss: 0.0311609 | val_loss: 0.0311747 | Time: 1228.08 ms [2022-02-09 10:41:00 main:574] : INFO : Epoch 1875 | loss: 0.0311594 | val_loss: 0.031171 | Time: 1213.59 ms [2022-02-09 10:41:01 main:574] : INFO : Epoch 1876 | loss: 0.0311589 | val_loss: 0.0311738 | Time: 1165.25 ms [2022-02-09 10:41:03 main:574] : INFO : Epoch 1877 | loss: 0.0311577 | val_loss: 0.031172 | Time: 1197.19 ms [2022-02-09 10:41:04 main:574] : INFO : Epoch 1878 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 1171.24 ms [2022-02-09 10:41:05 main:574] : INFO : Epoch 1879 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 1160.47 ms [2022-02-09 10:41:06 main:574] : INFO : Epoch 1880 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 1150.5 ms [2022-02-09 10:41:07 main:574] : INFO : Epoch 1881 | loss: 0.0311639 | val_loss: 0.0311739 | Time: 1193.59 ms [2022-02-09 10:41:09 main:574] : INFO : Epoch 1882 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 1202.99 ms [2022-02-09 10:41:10 main:574] : INFO : Epoch 1883 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 1222.79 ms [2022-02-09 10:41:11 main:574] : INFO : Epoch 1884 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 1184.3 ms [2022-02-09 10:41:12 main:574] : INFO : Epoch 1885 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 1208.2 ms [2022-02-09 10:41:13 main:574] : INFO : Epoch 1886 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 1194.6 ms [2022-02-09 10:41:15 main:574] : INFO : Epoch 1887 | loss: 0.031162 | val_loss: 0.0311729 | Time: 1185.67 ms [2022-02-09 10:41:16 main:574] : INFO : Epoch 1888 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 1185.59 ms [2022-02-09 10:41:17 main:574] : INFO : Epoch 1889 | loss: 0.0311596 | val_loss: 0.031172 | Time: 1201.54 ms [2022-02-09 10:41:18 main:574] : INFO : Epoch 1890 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 1126.81 ms [2022-02-09 10:41:19 main:574] : INFO : Epoch 1891 | loss: 0.0311606 | val_loss: 0.0311756 | Time: 1246.27 ms [2022-02-09 10:41:20 main:574] : INFO : Epoch 1892 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 1153.13 ms [2022-02-09 10:41:22 main:574] : INFO : Epoch 1893 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 1172.28 ms [2022-02-09 10:41:23 main:574] : INFO : Epoch 1894 | loss: 0.0311579 | val_loss: 0.0311737 | Time: 1212.33 ms [2022-02-09 10:41:24 main:574] : INFO : Epoch 1895 | loss: 0.031158 | val_loss: 0.0311736 | Time: 1182.17 ms [2022-02-09 10:41:25 main:574] : INFO : Epoch 1896 | loss: 0.0311574 | val_loss: 0.0311718 | Time: 1216.77 ms [2022-02-09 10:41:26 main:574] : INFO : Epoch 1897 | loss: 0.0311575 | val_loss: 0.0311762 | Time: 1230.7 ms [2022-02-09 10:41:28 main:574] : INFO : Epoch 1898 | loss: 0.0311591 | val_loss: 0.0311822 | Time: 1233.9 ms [2022-02-09 10:41:29 main:574] : INFO : Epoch 1899 | loss: 0.0311587 | val_loss: 0.031173 | Time: 1179.64 ms [2022-02-09 10:41:30 main:574] : INFO : Epoch 1900 | loss: 0.0311589 | val_loss: 0.0311762 | Time: 1165.95 ms [2022-02-09 10:41:31 main:574] : INFO : Epoch 1901 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 1218.36 ms [2022-02-09 10:41:32 main:574] : INFO : Epoch 1902 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 1167.13 ms [2022-02-09 10:41:34 main:574] : INFO : Epoch 1903 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 1210.44 ms [2022-02-09 10:41:35 main:574] : INFO : Epoch 1904 | loss: 0.0311625 | val_loss: 0.0311731 | Time: 1206.68 ms [2022-02-09 10:41:36 main:574] : INFO : Epoch 1905 | loss: 0.0311612 | val_loss: 0.0311752 | Time: 1153.28 ms [2022-02-09 10:41:37 main:574] : INFO : Epoch 1906 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 1174.54 ms [2022-02-09 10:41:38 main:574] : INFO : Epoch 1907 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 1189.61 ms [2022-02-09 10:41:40 main:574] : INFO : Epoch 1908 | loss: 0.0311582 | val_loss: 0.0311738 | Time: 1143.54 ms [2022-02-09 10:41:41 main:574] : INFO : Epoch 1909 | loss: 0.0311586 | val_loss: 0.0311713 | Time: 1178.42 ms [2022-02-09 10:41:42 main:574] : INFO : Epoch 1910 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 1223.16 ms [2022-02-09 10:41:43 main:574] : INFO : Epoch 1911 | loss: 0.0311574 | val_loss: 0.0311765 | Time: 1141.86 ms [2022-02-09 10:41:44 main:574] : INFO : Epoch 1912 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 1178.18 ms [2022-02-09 10:41:45 main:574] : INFO : Epoch 1913 | loss: 0.0311587 | val_loss: 0.031178 | Time: 1220.15 ms [2022-02-09 10:41:47 main:574] : INFO : Epoch 1914 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 1243.91 ms [2022-02-09 10:41:48 main:574] : INFO : Epoch 1915 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 1202.46 ms [2022-02-09 10:41:49 main:574] : INFO : Epoch 1916 | loss: 0.0311555 | val_loss: 0.0311732 | Time: 1158.48 ms [2022-02-09 10:41:50 main:574] : INFO : Epoch 1917 | loss: 0.0311555 | val_loss: 0.0311723 | Time: 1198.39 ms [2022-02-09 10:41:52 main:574] : INFO : Epoch 1918 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 1211.69 ms [2022-02-09 10:41:53 main:574] : INFO : Epoch 1919 | loss: 0.031159 | val_loss: 0.0311788 | Time: 1218.46 ms [2022-02-09 10:41:54 main:574] : INFO : Epoch 1920 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 1238.27 ms [2022-02-09 10:41:55 main:574] : INFO : Epoch 1921 | loss: 0.0311583 | val_loss: 0.0311748 | Time: 1170.34 ms [2022-02-09 10:41:56 main:574] : INFO : Epoch 1922 | loss: 0.0311585 | val_loss: 0.0311726 | Time: 1258.66 ms [2022-02-09 10:41:58 main:574] : INFO : Epoch 1923 | loss: 0.0311555 | val_loss: 0.0311764 | Time: 1164.72 ms [2022-02-09 10:41:59 main:574] : INFO : Epoch 1924 | loss: 0.0311561 | val_loss: 0.0311724 | Time: 1209.06 ms [2022-02-09 10:42:00 main:574] : INFO : Epoch 1925 | loss: 0.031155 | val_loss: 0.0311702 | Time: 1203.25 ms [2022-02-09 10:42:01 main:574] : INFO : Epoch 1926 | loss: 0.0311538 | val_loss: 0.0311741 | Time: 1248.95 ms [2022-02-09 10:42:02 main:574] : INFO : Epoch 1927 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 1176.61 ms [2022-02-09 10:42:04 main:574] : INFO : Epoch 1928 | loss: 0.0311547 | val_loss: 0.0311735 | Time: 1173.27 ms [2022-02-09 10:42:05 main:574] : INFO : Epoch 1929 | loss: 0.0311534 | val_loss: 0.0311741 | Time: 1209.08 ms [2022-02-09 10:42:06 main:574] : INFO : Epoch 1930 | loss: 0.0311556 | val_loss: 0.0311728 | Time: 1171.35 ms [2022-02-09 10:42:07 main:574] : INFO : Epoch 1931 | loss: 0.0311581 | val_loss: 0.0311802 | Time: 1118.56 ms [2022-02-09 10:42:08 main:574] : INFO : Epoch 1932 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 1159.44 ms [2022-02-09 10:42:09 main:574] : INFO : Epoch 1933 | loss: 0.0311543 | val_loss: 0.031171 | Time: 1208.87 ms [2022-02-09 10:42:11 main:574] : INFO : Epoch 1934 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 1196.63 ms [2022-02-09 10:42:12 main:574] : INFO : Epoch 1935 | loss: 0.0311578 | val_loss: 0.0311735 | Time: 1227.1 ms [2022-02-09 10:42:13 main:574] : INFO : Epoch 1936 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 1256.44 ms [2022-02-09 10:42:14 main:574] : INFO : Epoch 1937 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 1185.64 ms [2022-02-09 10:42:15 main:574] : INFO : Epoch 1938 | loss: 0.0311545 | val_loss: 0.0311713 | Time: 1156.12 ms [2022-02-09 10:42:17 main:574] : INFO : Epoch 1939 | loss: 0.0311544 | val_loss: 0.0311732 | Time: 1219.68 ms [2022-02-09 10:42:18 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311767 | Time: 1198.29 ms [2022-02-09 10:42:19 main:574] : INFO : Epoch 1941 | loss: 0.0311552 | val_loss: 0.0311755 | Time: 1188.07 ms [2022-02-09 10:42:20 main:574] : INFO : Epoch 1942 | loss: 0.0311562 | val_loss: 0.0311726 | Time: 1171.23 ms [2022-02-09 10:42:21 main:574] : INFO : Epoch 1943 | loss: 0.0311542 | val_loss: 0.0311785 | Time: 1187.68 ms [2022-02-09 10:42:23 main:574] : INFO : Epoch 1944 | loss: 0.0311606 | val_loss: 0.0311833 | Time: 1194.24 ms [2022-02-09 10:42:24 main:574] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.0311804 | Time: 1149.19 ms [2022-02-09 10:42:25 main:574] : INFO : Epoch 1946 | loss: 0.0311625 | val_loss: 0.0311752 | Time: 1200.41 ms [2022-02-09 10:42:26 main:574] : INFO : Epoch 1947 | loss: 0.0311551 | val_loss: 0.0311729 | Time: 1241.83 ms [2022-02-09 10:42:27 main:574] : INFO : Epoch 1948 | loss: 0.0311537 | val_loss: 0.0311741 | Time: 1224.07 ms [2022-02-09 10:42:29 main:574] : INFO : Epoch 1949 | loss: 0.0311538 | val_loss: 0.0311738 | Time: 1161.97 ms [2022-02-09 10:42:30 main:574] : INFO : Epoch 1950 | loss: 0.0311541 | val_loss: 0.0311765 | Time: 1129.34 ms [2022-02-09 10:42:31 main:574] : INFO : Epoch 1951 | loss: 0.031154 | val_loss: 0.0311735 | Time: 1248.1 ms [2022-02-09 10:42:32 main:574] : INFO : Epoch 1952 | loss: 0.031154 | val_loss: 0.0311752 | Time: 1177.56 ms [2022-02-09 10:42:33 main:574] : INFO : Epoch 1953 | loss: 0.0311536 | val_loss: 0.0311734 | Time: 1176.27 ms [2022-02-09 10:42:35 main:574] : INFO : Epoch 1954 | loss: 0.031154 | val_loss: 0.0311726 | Time: 1201.73 ms [2022-02-09 10:42:36 main:574] : INFO : Epoch 1955 | loss: 0.0311536 | val_loss: 0.0311792 | Time: 1119.5 ms [2022-02-09 10:42:37 main:574] : INFO : Epoch 1956 | loss: 0.0311538 | val_loss: 0.0311725 | Time: 1193.59 ms [2022-02-09 10:42:38 main:574] : INFO : Epoch 1957 | loss: 0.0311556 | val_loss: 0.0311772 | Time: 1152.72 ms [2022-02-09 10:42:39 main:574] : INFO : Epoch 1958 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 1188.16 ms [2022-02-09 10:42:40 main:574] : INFO : Epoch 1959 | loss: 0.0311574 | val_loss: 0.0311734 | Time: 1241.08 ms [2022-02-09 10:42:42 main:574] : INFO : Epoch 1960 | loss: 0.0311547 | val_loss: 0.0311734 | Time: 1211.41 ms [2022-02-09 10:42:43 main:574] : INFO : Epoch 1961 | loss: 0.0311536 | val_loss: 0.0311713 | Time: 1202 ms [2022-02-09 10:42:44 main:574] : INFO : Epoch 1962 | loss: 0.0311523 | val_loss: 0.031176 | Time: 1155.85 ms [2022-02-09 10:42:45 main:574] : INFO : Epoch 1963 | loss: 0.031154 | val_loss: 0.0311749 | Time: 1164.43 ms [2022-02-09 10:42:46 main:574] : INFO : Epoch 1964 | loss: 0.0311562 | val_loss: 0.0311738 | Time: 1192.51 ms [2022-02-09 10:42:48 main:574] : INFO : Epoch 1965 | loss: 0.0311561 | val_loss: 0.0311738 | Time: 1182.87 ms [2022-02-09 10:42:49 main:574] : INFO : Epoch 1966 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 1139.49 ms [2022-02-09 10:42:50 main:574] : INFO : Epoch 1967 | loss: 0.0311543 | val_loss: 0.0311727 | Time: 1172.51 ms [2022-02-09 10:42:51 main:574] : INFO : Epoch 1968 | loss: 0.0311559 | val_loss: 0.0311751 | Time: 1195.11 ms [2022-02-09 10:42:52 main:574] : INFO : Epoch 1969 | loss: 0.0311541 | val_loss: 0.0311799 | Time: 1177.81 ms [2022-02-09 10:42:53 main:574] : INFO : Epoch 1970 | loss: 0.0311577 | val_loss: 0.0311792 | Time: 1211.69 ms [2022-02-09 10:42:55 main:574] : INFO : Epoch 1971 | loss: 0.0311549 | val_loss: 0.031176 | Time: 1210.94 ms [2022-02-09 10:42:56 main:574] : INFO : Epoch 1972 | loss: 0.0311508 | val_loss: 0.0311741 | Time: 1176.07 ms [2022-02-09 10:42:57 main:574] : INFO : Epoch 1973 | loss: 0.031151 | val_loss: 0.0311768 | Time: 1207.24 ms [2022-02-09 10:42:58 main:574] : INFO : Epoch 1974 | loss: 0.0311511 | val_loss: 0.031173 | Time: 1160.46 ms [2022-02-09 10:42:59 main:574] : INFO : Epoch 1975 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 1135.22 ms [2022-02-09 10:43:01 main:574] : INFO : Epoch 1976 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 1197.53 ms [2022-02-09 10:43:02 main:574] : INFO : Epoch 1977 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1152.98 ms [2022-02-09 10:43:03 main:574] : INFO : Epoch 1978 | loss: 0.031164 | val_loss: 0.0311719 | Time: 1248.64 ms [2022-02-09 10:43:04 main:574] : INFO : Epoch 1979 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 1216.14 ms [2022-02-09 10:43:05 main:574] : INFO : Epoch 1980 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1138.59 ms [2022-02-09 10:43:06 main:574] : INFO : Epoch 1981 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 1149.05 ms [2022-02-09 10:43:08 main:574] : INFO : Epoch 1982 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 1202.53 ms [2022-02-09 10:43:09 main:574] : INFO : Epoch 1983 | loss: 0.0311626 | val_loss: 0.031177 | Time: 1197.88 ms [2022-02-09 10:43:10 main:574] : INFO : Epoch 1984 | loss: 0.0311625 | val_loss: 0.031176 | Time: 1174.2 ms [2022-02-09 10:43:11 main:574] : INFO : Epoch 1985 | loss: 0.0311625 | val_loss: 0.031177 | Time: 1220.92 ms [2022-02-09 10:43:12 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311743 | Time: 1183.12 ms [2022-02-09 10:43:14 main:574] : INFO : Epoch 1987 | loss: 0.0311589 | val_loss: 0.0311764 | Time: 1212.06 ms [2022-02-09 10:43:15 main:574] : INFO : Epoch 1988 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 1210.67 ms [2022-02-09 10:43:16 main:574] : INFO : Epoch 1989 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1198.57 ms [2022-02-09 10:43:17 main:574] : INFO : Epoch 1990 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 1140.24 ms [2022-02-09 10:43:18 main:574] : INFO : Epoch 1991 | loss: 0.0311594 | val_loss: 0.031174 | Time: 1184.81 ms [2022-02-09 10:43:20 main:574] : INFO : Epoch 1992 | loss: 0.0311593 | val_loss: 0.0311715 | Time: 1172.74 ms [2022-02-09 10:43:21 main:574] : INFO : Epoch 1993 | loss: 0.0311632 | val_loss: 0.0311871 | Time: 1199.53 ms [2022-02-09 10:43:22 main:574] : INFO : Epoch 1994 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 1165.66 ms [2022-02-09 10:43:23 main:574] : INFO : Epoch 1995 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 1173.9 ms [2022-02-09 10:43:24 main:574] : INFO : Epoch 1996 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 1216.57 ms [2022-02-09 10:43:26 main:574] : INFO : Epoch 1997 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 1200.98 ms [2022-02-09 10:43:27 main:574] : INFO : Epoch 1998 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 1141.45 ms [2022-02-09 10:43:28 main:574] : INFO : Epoch 1999 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 1197.44 ms [2022-02-09 10:43:29 main:574] : INFO : Epoch 2000 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1173.9 ms [2022-02-09 10:43:30 main:574] : INFO : Epoch 2001 | loss: 0.0311797 | val_loss: 0.0311944 | Time: 1196.58 ms [2022-02-09 10:43:31 main:574] : INFO : Epoch 2002 | loss: 0.03118 | val_loss: 0.0311789 | Time: 1199.99 ms [2022-02-09 10:43:33 main:574] : INFO : Epoch 2003 | loss: 0.031175 | val_loss: 0.0311779 | Time: 1170.61 ms [2022-02-09 10:43:34 main:574] : INFO : Epoch 2004 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 1187.69 ms [2022-02-09 10:43:35 main:574] : INFO : Epoch 2005 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 1186.53 ms [2022-02-09 10:43:36 main:574] : INFO : Epoch 2006 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 1190.59 ms [2022-02-09 10:43:37 main:574] : INFO : Epoch 2007 | loss: 0.031172 | val_loss: 0.0311758 | Time: 1214 ms [2022-02-09 10:43:39 main:574] : INFO : Epoch 2008 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 1174.05 ms [2022-02-09 10:43:40 main:574] : INFO : Epoch 2009 | loss: 0.0311714 | val_loss: 0.0311835 | Time: 1175.34 ms [2022-02-09 10:43:41 main:574] : INFO : Epoch 2010 | loss: 0.0312113 | val_loss: 0.0312073 | Time: 1191.66 ms [2022-02-09 10:43:42 main:574] : INFO : Epoch 2011 | loss: 0.031209 | val_loss: 0.031205 | Time: 1125.59 ms [2022-02-09 10:43:43 main:574] : INFO : Epoch 2012 | loss: 0.0312049 | val_loss: 0.0311927 | Time: 1170.01 ms [2022-02-09 10:43:44 main:574] : INFO : Epoch 2013 | loss: 0.0311986 | val_loss: 0.0311905 | Time: 1192.76 ms [2022-02-09 10:43:46 main:574] : INFO : Epoch 2014 | loss: 0.0311937 | val_loss: 0.0311875 | Time: 1179.36 ms [2022-02-09 10:43:47 main:574] : INFO : Epoch 2015 | loss: 0.0311929 | val_loss: 0.0311861 | Time: 1182.07 ms [2022-02-09 10:43:48 main:574] : INFO : Epoch 2016 | loss: 0.0311915 | val_loss: 0.0311855 | Time: 1210.73 ms [2022-02-09 10:43:49 main:574] : INFO : Epoch 2017 | loss: 0.0311909 | val_loss: 0.0311855 | Time: 1175.95 ms [2022-02-09 10:43:50 main:574] : INFO : Epoch 2018 | loss: 0.0311909 | val_loss: 0.0311868 | Time: 1188.41 ms [2022-02-09 10:43:52 main:574] : INFO : Epoch 2019 | loss: 0.0311887 | val_loss: 0.0311838 | Time: 1218.49 ms [2022-02-09 10:43:53 main:574] : INFO : Epoch 2020 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 1170.08 ms [2022-02-09 10:43:54 main:574] : INFO : Epoch 2021 | loss: 0.0311873 | val_loss: 0.0311836 | Time: 1167.16 ms [2022-02-09 10:43:55 main:574] : INFO : Epoch 2022 | loss: 0.031187 | val_loss: 0.0311858 | Time: 1196.95 ms [2022-02-09 10:43:56 main:574] : INFO : Epoch 2023 | loss: 0.0311862 | val_loss: 0.031183 | Time: 1179.13 ms [2022-02-09 10:43:57 main:574] : INFO : Epoch 2024 | loss: 0.0311859 | val_loss: 0.0311825 | Time: 1226.28 ms [2022-02-09 10:43:59 main:574] : INFO : Epoch 2025 | loss: 0.0311857 | val_loss: 0.0311823 | Time: 1146.09 ms [2022-02-09 10:44:00 main:574] : INFO : Epoch 2026 | loss: 0.0311848 | val_loss: 0.0311832 | Time: 1140.91 ms [2022-02-09 10:44:01 main:574] : INFO : Epoch 2027 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 1176.52 ms [2022-02-09 10:44:02 main:574] : INFO : Epoch 2028 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 1144.32 ms [2022-02-09 10:44:03 main:574] : INFO : Epoch 2029 | loss: 0.0311855 | val_loss: 0.0311831 | Time: 1248.21 ms [2022-02-09 10:44:05 main:574] : INFO : Epoch 2030 | loss: 0.0311851 | val_loss: 0.0311823 | Time: 1199.65 ms [2022-02-09 10:44:06 main:574] : INFO : Epoch 2031 | loss: 0.0311841 | val_loss: 0.0311833 | Time: 1172.29 ms [2022-02-09 10:44:07 main:574] : INFO : Epoch 2032 | loss: 0.0311848 | val_loss: 0.0311823 | Time: 1207.92 ms [2022-02-09 10:44:08 main:574] : INFO : Epoch 2033 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 1119.12 ms [2022-02-09 10:44:09 main:574] : INFO : Epoch 2034 | loss: 0.0311843 | val_loss: 0.031182 | Time: 1163.55 ms [2022-02-09 10:44:10 main:574] : INFO : Epoch 2035 | loss: 0.0311843 | val_loss: 0.0311822 | Time: 1145.97 ms [2022-02-09 10:44:12 main:574] : INFO : Epoch 2036 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 1138.17 ms [2022-02-09 10:44:13 main:574] : INFO : Epoch 2037 | loss: 0.0311839 | val_loss: 0.0311836 | Time: 1217.19 ms [2022-02-09 10:44:14 main:574] : INFO : Epoch 2038 | loss: 0.0311834 | val_loss: 0.0311824 | Time: 1291.45 ms [2022-02-09 10:44:15 main:574] : INFO : Epoch 2039 | loss: 0.0311845 | val_loss: 0.0311812 | Time: 1169.96 ms [2022-02-09 10:44:16 main:574] : INFO : Epoch 2040 | loss: 0.031186 | val_loss: 0.0311979 | Time: 1183.62 ms [2022-02-09 10:44:18 main:574] : INFO : Epoch 2041 | loss: 0.0311867 | val_loss: 0.031184 | Time: 1157.32 ms [2022-02-09 10:44:19 main:574] : INFO : Epoch 2042 | loss: 0.0311849 | val_loss: 0.0311842 | Time: 1215.44 ms [2022-02-09 10:44:20 main:574] : INFO : Epoch 2043 | loss: 0.0311828 | val_loss: 0.0311825 | Time: 1236.98 ms [2022-02-09 10:44:21 main:574] : INFO : Epoch 2044 | loss: 0.0311835 | val_loss: 0.0311882 | Time: 1153.2 ms [2022-02-09 10:44:22 main:574] : INFO : Epoch 2045 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 1200.79 ms [2022-02-09 10:44:24 main:574] : INFO : Epoch 2046 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 1199.91 ms [2022-02-09 10:44:25 main:574] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0311807 | Time: 1196.49 ms [2022-02-09 10:44:26 main:574] : INFO : Epoch 2048 | loss: 0.031182 | val_loss: 0.0311807 | Time: 1240.23 ms [2022-02-09 10:44:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807 [2022-02-09 10:44:26 main:603] : INFO : Saving end state to config to file [2022-02-09 10:44:26 main:608] : INFO : Success, exiting.. 10:44:26 (8816): 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)