Task 13729548
| Name | ParityModified-1647043275-12390-2-0_0 |
| Workunit | 10818120 |
| Created | 24 Mar 2022, 23:45:15 UTC |
| Sent | 31 Mar 2022, 10:58:40 UTC |
| Report deadline | 8 Apr 2022, 10:58:40 UTC |
| Received | 1 Apr 2022, 10:11:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 42 min 6 sec |
| CPU time | 41 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 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: 0.0311509 | val_loss: 0.031165 | Time: 1243.11 ms
[2022-04-01 21:01:08 main:574] : INFO : Epoch 1543 | loss: 0.0311508 | val_loss: 0.031168 | Time: 1358.69 ms
[2022-04-01 21:01:09 main:574] : INFO : Epoch 1544 | loss: 0.0311496 | val_loss: 0.0311664 | Time: 1134.64 ms
[2022-04-01 21:01:10 main:574] : INFO : Epoch 1545 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 1377.02 ms
[2022-04-01 21:01:11 main:574] : INFO : Epoch 1546 | loss: 0.0311492 | val_loss: 0.0311653 | Time: 1243.45 ms
[2022-04-01 21:01:13 main:574] : INFO : Epoch 1547 | loss: 0.0311481 | val_loss: 0.0311675 | Time: 1511.12 ms
[2022-04-01 21:01:14 main:574] : INFO : Epoch 1548 | loss: 0.03115 | val_loss: 0.0311644 | Time: 1227.84 ms
[2022-04-01 21:01:15 main:574] : INFO : Epoch 1549 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 1427.18 ms
[2022-04-01 21:01:17 main:574] : INFO : Epoch 1550 | loss: 0.0311487 | val_loss: 0.0311708 | Time: 1526.04 ms
[2022-04-01 21:01:19 main:574] : INFO : Epoch 1551 | loss: 0.0311503 | val_loss: 0.0311649 | Time: 1517.48 ms
[2022-04-01 21:01:20 main:574] : INFO : Epoch 1552 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 1518.26 ms
[2022-04-01 21:01:22 main:574] : INFO : Epoch 1553 | loss: 0.0311495 | val_loss: 0.0311632 | Time: 1442.83 ms
[2022-04-01 21:01:23 main:574] : INFO : Epoch 1554 | loss: 0.0311483 | val_loss: 0.0311596 | Time: 1159.34 ms
[2022-04-01 21:01:24 main:574] : INFO : Epoch 1555 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 1331.9 ms
[2022-04-01 21:01:25 main:574] : INFO : Epoch 1556 | loss: 0.0311488 | val_loss: 0.0311625 | Time: 1480.2 ms
[2022-04-01 21:01:27 main:574] : INFO : Epoch 1557 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 1214.36 ms
[2022-04-01 21:01:28 main:574] : INFO : Epoch 1558 | loss: 0.0311485 | val_loss: 0.0311583 | Time: 1187.6 ms
[2022-04-01 21:01:29 main:574] : INFO : Epoch 1559 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 1261.47 ms
[2022-04-01 21:01:31 main:574] : INFO : Epoch 1560 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 1422.72 ms
[2022-04-01 21:01:32 main:574] : INFO : Epoch 1561 | loss: 0.0311475 | val_loss: 0.0311624 | Time: 1573.04 ms
[2022-04-01 21:01:34 main:574] : INFO : Epoch 1562 | loss: 0.0311473 | val_loss: 0.0311604 | Time: 1338.02 ms
[2022-04-01 21:01:35 main:574] : INFO : Epoch 1563 | loss: 0.0311456 | val_loss: 0.0311624 | Time: 1536.56 ms
[2022-04-01 21:01:36 main:574] : INFO : Epoch 1564 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 1094.9 ms
[2022-04-01 21:01:37 main:574] : INFO : Epoch 1565 | loss: 0.0311468 | val_loss: 0.0311648 | Time: 1145.14 ms
[2022-04-01 21:01:38 main:574] : INFO : Epoch 1566 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 1043.7 ms
[2022-04-01 21:01:40 main:574] : INFO : Epoch 1567 | loss: 0.031145 | val_loss: 0.0311661 | Time: 1515.96 ms
[2022-04-01 21:01:41 main:574] : INFO : Epoch 1568 | loss: 0.0311454 | val_loss: 0.0311654 | Time: 1612.17 ms
[2022-04-01 21:01:43 main:574] : INFO : Epoch 1569 | loss: 0.0311441 | val_loss: 0.0311639 | Time: 1162.78 ms
[2022-04-01 21:01:44 main:574] : INFO : Epoch 1570 | loss: 0.0311433 | val_loss: 0.0311649 | Time: 1125.63 ms
[2022-04-01 21:01:45 main:574] : INFO : Epoch 1571 | loss: 0.0311426 | val_loss: 0.0311645 | Time: 1160.75 ms
[2022-04-01 21:01:46 main:574] : INFO : Epoch 1572 | loss: 0.0311471 | val_loss: 0.0311639 | Time: 1094.5 ms
[2022-04-01 21:01:47 main:574] : INFO : Epoch 1573 | loss: 0.0311452 | val_loss: 0.0311643 | Time: 1116.8 ms
[2022-04-01 21:01:48 main:574] : INFO : Epoch 1574 | loss: 0.0311439 | val_loss: 0.0311628 | Time: 1089.47 ms
[2022-04-01 21:01:49 main:574] : INFO : Epoch 1575 | loss: 0.0311453 | val_loss: 0.0311636 | Time: 1222.54 ms
[2022-04-01 21:01:51 main:574] : INFO : Epoch 1576 | loss: 0.0311435 | val_loss: 0.031161 | Time: 1219.99 ms
[2022-04-01 21:01:52 main:574] : INFO : Epoch 1577 | loss: 0.0311444 | val_loss: 0.0311626 | Time: 1415.09 ms
[2022-04-01 21:01:54 main:574] : INFO : Epoch 1578 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 1572.85 ms
[2022-04-01 21:01:55 main:574] : INFO : Epoch 1579 | loss: 0.0311501 | val_loss: 0.0311638 | Time: 1385.69 ms
[2022-04-01 21:01:56 main:574] : INFO : Epoch 1580 | loss: 0.0311532 | val_loss: 0.0311649 | Time: 1346.16 ms
[2022-04-01 21:01:58 main:574] : INFO : Epoch 1581 | loss: 0.0311532 | val_loss: 0.0311611 | Time: 1289.01 ms
[2022-04-01 21:01:59 main:574] : INFO : Epoch 1582 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 1553.14 ms
[2022-04-01 21:02:01 main:574] : INFO : Epoch 1583 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 1566.12 ms
[2022-04-01 21:02:02 main:574] : INFO : Epoch 1584 | loss: 0.0311512 | val_loss: 0.031161 | Time: 1226.2 ms
[2022-04-01 21:02:03 main:574] : INFO : Epoch 1585 | loss: 0.0311491 | val_loss: 0.0311594 | Time: 1114.41 ms
[2022-04-01 21:02:04 main:574] : INFO : Epoch 1586 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 1038.33 ms
[2022-04-01 21:02:06 main:574] : INFO : Epoch 1587 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 1393.94 ms
[2022-04-01 21:02:07 main:574] : INFO : Epoch 1588 | loss: 0.0311486 | val_loss: 0.0311601 | Time: 1252.12 ms
[2022-04-01 21:02:08 main:574] : INFO : Epoch 1589 | loss: 0.0311518 | val_loss: 0.0311647 | Time: 1215.44 ms
[2022-04-01 21:02:09 main:574] : INFO : Epoch 1590 | loss: 0.0311504 | val_loss: 0.0311631 | Time: 1219.13 ms
[2022-04-01 21:02:11 main:574] : INFO : Epoch 1591 | loss: 0.0311496 | val_loss: 0.0311614 | Time: 1293.97 ms
[2022-04-01 21:02:12 main:574] : INFO : Epoch 1592 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 1121.27 ms
[2022-04-01 21:02:13 main:574] : INFO : Epoch 1593 | loss: 0.0311581 | val_loss: 0.0311605 | Time: 1069.76 ms
[2022-04-01 21:02:14 main:574] : INFO : Epoch 1594 | loss: 0.0311578 | val_loss: 0.0311648 | Time: 1119.47 ms
[2022-04-01 21:02:15 main:574] : INFO : Epoch 1595 | loss: 0.0311531 | val_loss: 0.0311618 | Time: 1228.69 ms
[2022-04-01 21:02:16 main:574] : INFO : Epoch 1596 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 1065.37 ms
[2022-04-01 21:02:17 main:574] : INFO : Epoch 1597 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 1055.44 ms
[2022-04-01 21:02:19 main:574] : INFO : Epoch 1598 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 1181.23 ms
[2022-04-01 21:02:20 main:574] : INFO : Epoch 1599 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 1086.45 ms
[2022-04-01 21:02:21 main:574] : INFO : Epoch 1600 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 1039.6 ms
[2022-04-01 21:02:22 main:574] : INFO : Epoch 1601 | loss: 0.03115 | val_loss: 0.0311623 | Time: 1079.07 ms
[2022-04-01 21:02:23 main:574] : INFO : Epoch 1602 | loss: 0.0311508 | val_loss: 0.0311624 | Time: 1103.51 ms
[2022-04-01 21:02:24 main:574] : INFO : Epoch 1603 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 1077.52 ms
[2022-04-01 21:02:25 main:574] : INFO : Epoch 1604 | loss: 0.0311488 | val_loss: 0.0311617 | Time: 1250.6 ms
[2022-04-01 21:02:27 main:574] : INFO : Epoch 1605 | loss: 0.031148 | val_loss: 0.0311594 | Time: 1191.23 ms
[2022-04-01 21:02:28 main:574] : INFO : Epoch 1606 | loss: 0.0311505 | val_loss: 0.0311636 | Time: 1240.48 ms
[2022-04-01 21:02:29 main:574] : INFO : Epoch 1607 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 1070.68 ms
[2022-04-01 21:02:30 main:574] : INFO : Epoch 1608 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 1455.47 ms
[2022-04-01 21:02:32 main:574] : INFO : Epoch 1609 | loss: 0.0311541 | val_loss: 0.0311606 | Time: 1421.99 ms
[2022-04-01 21:02:33 main:574] : INFO : Epoch 1610 | loss: 0.031151 | val_loss: 0.031171 | Time: 1319.3 ms
[2022-04-01 21:02:34 main:574] : INFO : Epoch 1611 | loss: 0.031164 | val_loss: 0.0311688 | Time: 1158.32 ms
[2022-04-01 21:02:35 main:574] : INFO : Epoch 1612 | loss: 0.0311581 | val_loss: 0.0311649 | Time: 1206.75 ms
[2022-04-01 21:02:36 main:574] : INFO : Epoch 1613 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 1065.51 ms
[2022-04-01 21:02:38 main:574] : INFO : Epoch 1614 | loss: 0.0311538 | val_loss: 0.0311598 | Time: 1090.35 ms
[2022-04-01 21:02:39 main:574] : INFO : Epoch 1615 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 1047.1 ms
[2022-04-01 21:02:40 main:574] : INFO : Epoch 1616 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 1051.4 ms
[2022-04-01 21:02:41 main:574] : INFO : Epoch 1617 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 1043.98 ms
[2022-04-01 21:02:42 main:574] : INFO : Epoch 1618 | loss: 0.0311515 | val_loss: 0.0311609 | Time: 1053.98 ms
[2022-04-01 21:02:43 main:574] : INFO : Epoch 1619 | loss: 0.0311503 | val_loss: 0.0311663 | Time: 1072 ms
[2022-04-01 21:02:44 main:574] : INFO : Epoch 1620 | loss: 0.03115 | val_loss: 0.0311661 | Time: 1022.68 ms
[2022-04-01 21:02:45 main:574] : INFO : Epoch 1621 | loss: 0.0311474 | val_loss: 0.031162 | Time: 1022.31 ms
[2022-04-01 21:02:46 main:574] : INFO : Epoch 1622 | loss: 0.031148 | val_loss: 0.0311651 | Time: 1181.31 ms
[2022-04-01 21:02:47 main:574] : INFO : Epoch 1623 | loss: 0.0311486 | val_loss: 0.0311658 | Time: 1094.35 ms
[2022-04-01 21:02:48 main:574] : INFO : Epoch 1624 | loss: 0.0311494 | val_loss: 0.0311657 | Time: 1088.51 ms
[2022-04-01 21:02:50 main:574] : INFO : Epoch 1625 | loss: 0.0311514 | val_loss: 0.0311649 | Time: 1222.47 ms
[2022-04-01 21:02:51 main:574] : INFO : Epoch 1626 | loss: 0.03115 | val_loss: 0.0311657 | Time: 1179.02 ms
[2022-04-01 21:02:52 main:574] : INFO : Epoch 1627 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 1404.73 ms
[2022-04-01 21:02:53 main:574] : INFO : Epoch 1628 | loss: 0.031151 | val_loss: 0.0311676 | Time: 1339.04 ms
[2022-04-01 21:02:55 main:574] : INFO : Epoch 1629 | loss: 0.0311544 | val_loss: 0.0311605 | Time: 1082.95 ms
[2022-04-01 21:02:56 main:574] : INFO : Epoch 1630 | loss: 0.0311496 | val_loss: 0.0311602 | Time: 1279.88 ms
[2022-04-01 21:02:57 main:574] : INFO : Epoch 1631 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 1099.22 ms
[2022-04-01 21:02:58 main:574] : INFO : Epoch 1632 | loss: 0.031147 | val_loss: 0.0311621 | Time: 1046.28 ms
[2022-04-01 21:02:59 main:574] : INFO : Epoch 1633 | loss: 0.031147 | val_loss: 0.0311618 | Time: 1151.88 ms
[2022-04-01 21:03:00 main:574] : INFO : Epoch 1634 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 1205.51 ms
[2022-04-01 21:03:02 main:574] : INFO : Epoch 1635 | loss: 0.0311453 | val_loss: 0.0311622 | Time: 1376.46 ms
[2022-04-01 21:03:03 main:574] : INFO : Epoch 1636 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 1330.73 ms
[2022-04-01 21:03:05 main:574] : INFO : Epoch 1637 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 1539.28 ms
[2022-04-01 21:03:06 main:574] : INFO : Epoch 1638 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 1448.19 ms
[2022-04-01 21:03:07 main:574] : INFO : Epoch 1639 | loss: 0.0311474 | val_loss: 0.0311621 | Time: 1348.85 ms
[2022-04-01 21:03:08 main:574] : INFO : Epoch 1640 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 1050.48 ms
[2022-04-01 21:03:10 main:574] : INFO : Epoch 1641 | loss: 0.0311467 | val_loss: 0.0311625 | Time: 1176.44 ms
[2022-04-01 21:03:11 main:574] : INFO : Epoch 1642 | loss: 0.031146 | val_loss: 0.0311668 | Time: 1046.7 ms
[2022-04-01 21:03:12 main:574] : INFO : Epoch 1643 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 1279.66 ms
[2022-04-01 21:03:13 main:574] : INFO : Epoch 1644 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 1303.72 ms
[2022-04-01 21:03:15 main:574] : INFO : Epoch 1645 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 1237.57 ms
[2022-04-01 21:03:16 main:574] : INFO : Epoch 1646 | loss: 0.0311442 | val_loss: 0.0311603 | Time: 1146.74 ms
[2022-04-01 21:03:17 main:574] : INFO : Epoch 1647 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 1311.66 ms
[2022-04-01 21:03:18 main:574] : INFO : Epoch 1648 | loss: 0.0311437 | val_loss: 0.0311643 | Time: 1210.12 ms
[2022-04-01 21:03:19 main:574] : INFO : Epoch 1649 | loss: 0.0311435 | val_loss: 0.0311618 | Time: 1100.21 ms
[2022-04-01 21:03:20 main:574] : INFO : Epoch 1650 | loss: 0.031145 | val_loss: 0.0311731 | Time: 1056.74 ms
[2022-04-01 21:03:21 main:574] : INFO : Epoch 1651 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 1099.11 ms
[2022-04-01 21:03:23 main:574] : INFO : Epoch 1652 | loss: 0.0311443 | val_loss: 0.0311604 | Time: 1136.92 ms
[2022-04-01 21:03:24 main:574] : INFO : Epoch 1653 | loss: 0.0311453 | val_loss: 0.0311579 | Time: 1171.21 ms
[2022-04-01 21:03:25 main:574] : INFO : Epoch 1654 | loss: 0.0311475 | val_loss: 0.0311609 | Time: 1083.6 ms
[2022-04-01 21:03:26 main:574] : INFO : Epoch 1655 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 1135.7 ms
[2022-04-01 21:03:27 main:574] : INFO : Epoch 1656 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 1216.28 ms
[2022-04-01 21:03:28 main:574] : INFO : Epoch 1657 | loss: 0.0311466 | val_loss: 0.0311641 | Time: 1124.12 ms
[2022-04-01 21:03:30 main:574] : INFO : Epoch 1658 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 1167.42 ms
[2022-04-01 21:03:31 main:574] : INFO : Epoch 1659 | loss: 0.0311458 | val_loss: 0.0311607 | Time: 1257.94 ms
[2022-04-01 21:03:32 main:574] : INFO : Epoch 1660 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 1222.89 ms
[2022-04-01 21:03:33 main:574] : INFO : Epoch 1661 | loss: 0.0311517 | val_loss: 0.0311634 | Time: 1203.32 ms
[2022-04-01 21:03:35 main:574] : INFO : Epoch 1662 | loss: 0.031151 | val_loss: 0.0311641 | Time: 1449.81 ms
[2022-04-01 21:03:36 main:574] : INFO : Epoch 1663 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 1306.17 ms
[2022-04-01 21:03:37 main:574] : INFO : Epoch 1664 | loss: 0.0311496 | val_loss: 0.031161 | Time: 1037.5 ms
[2022-04-01 21:03:38 main:574] : INFO : Epoch 1665 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 1066.68 ms
[2022-04-01 21:03:39 main:574] : INFO : Epoch 1666 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 1063.53 ms
[2022-04-01 21:03:40 main:574] : INFO : Epoch 1667 | loss: 0.0311453 | val_loss: 0.0311613 | Time: 1037.22 ms
[2022-04-01 21:03:41 main:574] : INFO : Epoch 1668 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 1043.66 ms
[2022-04-01 21:03:42 main:574] : INFO : Epoch 1669 | loss: 0.0311453 | val_loss: 0.0311629 | Time: 1216.34 ms
[2022-04-01 21:03:44 main:574] : INFO : Epoch 1670 | loss: 0.0311458 | val_loss: 0.0311609 | Time: 1238.99 ms
[2022-04-01 21:03:45 main:574] : INFO : Epoch 1671 | loss: 0.0311438 | val_loss: 0.0311664 | Time: 1154.86 ms
[2022-04-01 21:03:46 main:574] : INFO : Epoch 1672 | loss: 0.0311455 | val_loss: 0.0311605 | Time: 1134.12 ms
[2022-04-01 21:03:47 main:574] : INFO : Epoch 1673 | loss: 0.0311424 | val_loss: 0.0311616 | Time: 1088.11 ms
[2022-04-01 21:03:48 main:574] : INFO : Epoch 1674 | loss: 0.0311443 | val_loss: 0.0311636 | Time: 1119.47 ms
[2022-04-01 21:03:49 main:574] : INFO : Epoch 1675 | loss: 0.0311411 | val_loss: 0.0311621 | Time: 1069.1 ms
[2022-04-01 21:03:50 main:574] : INFO : Epoch 1676 | loss: 0.0311413 | val_loss: 0.0311644 | Time: 1087.5 ms
[2022-04-01 21:03:52 main:574] : INFO : Epoch 1677 | loss: 0.0311401 | val_loss: 0.0311609 | Time: 1412.46 ms
[2022-04-01 21:03:53 main:574] : INFO : Epoch 1678 | loss: 0.0311385 | val_loss: 0.0311643 | Time: 1378.12 ms
[2022-04-01 21:03:54 main:574] : INFO : Epoch 1679 | loss: 0.0311394 | val_loss: 0.0311642 | Time: 1158.45 ms
[2022-04-01 21:03:56 main:574] : INFO : Epoch 1680 | loss: 0.0311422 | val_loss: 0.0311696 | Time: 1521.64 ms
[2022-04-01 21:03:57 main:574] : INFO : Epoch 1681 | loss: 0.0311438 | val_loss: 0.0311646 | Time: 1150.08 ms
[2022-04-01 21:03:58 main:574] : INFO : Epoch 1682 | loss: 0.0311422 | val_loss: 0.031166 | Time: 1353.66 ms
[2022-04-01 21:04:00 main:574] : INFO : Epoch 1683 | loss: 0.0311441 | val_loss: 0.0311647 | Time: 1226.68 ms
[2022-04-01 21:04:01 main:574] : INFO : Epoch 1684 | loss: 0.0311472 | val_loss: 0.0311714 | Time: 1133.92 ms
[2022-04-01 21:04:02 main:574] : INFO : Epoch 1685 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 1073.82 ms
[2022-04-01 21:04:03 main:574] : INFO : Epoch 1686 | loss: 0.0311549 | val_loss: 0.031161 | Time: 1133.41 ms
[2022-04-01 21:04:04 main:574] : INFO : Epoch 1687 | loss: 0.0311518 | val_loss: 0.0311628 | Time: 1276.47 ms
[2022-04-01 21:04:05 main:574] : INFO : Epoch 1688 | loss: 0.0311529 | val_loss: 0.0311624 | Time: 1070.07 ms
[2022-04-01 21:04:06 main:574] : INFO : Epoch 1689 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 1076.12 ms
[2022-04-01 21:04:07 main:574] : INFO : Epoch 1690 | loss: 0.0311472 | val_loss: 0.0311624 | Time: 1058.25 ms
[2022-04-01 21:04:09 main:574] : INFO : Epoch 1691 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 1135.44 ms
[2022-04-01 21:04:10 main:574] : INFO : Epoch 1692 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 1039.2 ms
[2022-04-01 21:04:11 main:574] : INFO : Epoch 1693 | loss: 0.031145 | val_loss: 0.031169 | Time: 1033.02 ms
[2022-04-01 21:04:12 main:574] : INFO : Epoch 1694 | loss: 0.0311482 | val_loss: 0.0311616 | Time: 1020.12 ms
[2022-04-01 21:04:13 main:574] : INFO : Epoch 1695 | loss: 0.0311541 | val_loss: 0.0311587 | Time: 1483.92 ms
[2022-04-01 21:04:14 main:574] : INFO : Epoch 1696 | loss: 0.0311469 | val_loss: 0.03116 | Time: 1169.64 ms
[2022-04-01 21:04:16 main:574] : INFO : Epoch 1697 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 1453.19 ms
[2022-04-01 21:04:18 main:574] : INFO : Epoch 1698 | loss: 0.0311447 | val_loss: 0.0311593 | Time: 1705.38 ms
[2022-04-01 21:04:19 main:574] : INFO : Epoch 1699 | loss: 0.0311463 | val_loss: 0.0311599 | Time: 1390.64 ms
[2022-04-01 21:04:20 main:574] : INFO : Epoch 1700 | loss: 0.0311451 | val_loss: 0.0311601 | Time: 1196.86 ms
[2022-04-01 21:04:21 main:574] : INFO : Epoch 1701 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 1109.27 ms
[2022-04-01 21:04:22 main:574] : INFO : Epoch 1702 | loss: 0.0311459 | val_loss: 0.0311656 | Time: 1141.85 ms
[2022-04-01 21:04:24 main:574] : INFO : Epoch 1703 | loss: 0.0311458 | val_loss: 0.0311629 | Time: 1168.01 ms
[2022-04-01 21:04:25 main:574] : INFO : Epoch 1704 | loss: 0.0311507 | val_loss: 0.0311658 | Time: 1398.07 ms
[2022-04-01 21:04:26 main:574] : INFO : Epoch 1705 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 1138.66 ms
[2022-04-01 21:04:27 main:574] : INFO : Epoch 1706 | loss: 0.0311459 | val_loss: 0.0311658 | Time: 1127.98 ms
[2022-04-01 21:04:28 main:574] : INFO : Epoch 1707 | loss: 0.0311448 | val_loss: 0.0311642 | Time: 1235.03 ms
[2022-04-01 21:04:30 main:574] : INFO : Epoch 1708 | loss: 0.0311445 | val_loss: 0.0311618 | Time: 1454.41 ms
[2022-04-01 21:04:31 main:574] : INFO : Epoch 1709 | loss: 0.0311434 | val_loss: 0.0311635 | Time: 1058.99 ms
[2022-04-01 21:04:32 main:574] : INFO : Epoch 1710 | loss: 0.0311435 | val_loss: 0.0311618 | Time: 1177.82 ms
[2022-04-01 21:04:33 main:574] : INFO : Epoch 1711 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 1305.64 ms
[2022-04-01 21:04:35 main:574] : INFO : Epoch 1712 | loss: 0.0311484 | val_loss: 0.0311636 | Time: 1409.88 ms
[2022-04-01 21:04:36 main:574] : INFO : Epoch 1713 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1103.68 ms
[2022-04-01 21:04:37 main:574] : INFO : Epoch 1714 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 1243.65 ms
[2022-04-01 21:04:38 main:574] : INFO : Epoch 1715 | loss: 0.0311489 | val_loss: 0.0311651 | Time: 1085.33 ms
[2022-04-01 21:04:39 main:574] : INFO : Epoch 1716 | loss: 0.0311469 | val_loss: 0.031167 | Time: 1117.18 ms
[2022-04-01 21:04:41 main:574] : INFO : Epoch 1717 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 1150.97 ms
[2022-04-01 21:04:42 main:574] : INFO : Epoch 1718 | loss: 0.0311438 | val_loss: 0.0311602 | Time: 1100.43 ms
[2022-04-01 21:04:43 main:574] : INFO : Epoch 1719 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1152.57 ms
[2022-04-01 21:04:44 main:574] : INFO : Epoch 1720 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 1150.64 ms
[2022-04-01 21:04:45 main:574] : INFO : Epoch 1721 | loss: 0.0311522 | val_loss: 0.0311689 | Time: 1062.07 ms
[2022-04-01 21:04:46 main:574] : INFO : Epoch 1722 | loss: 0.0311497 | val_loss: 0.0311688 | Time: 1078.32 ms
[2022-04-01 21:04:47 main:574] : INFO : Epoch 1723 | loss: 0.03115 | val_loss: 0.0311676 | Time: 1057.1 ms
[2022-04-01 21:04:48 main:574] : INFO : Epoch 1724 | loss: 0.0311464 | val_loss: 0.0311627 | Time: 1088.22 ms
[2022-04-01 21:04:50 main:574] : INFO : Epoch 1725 | loss: 0.0311453 | val_loss: 0.0311632 | Time: 1328.06 ms
[2022-04-01 21:04:51 main:574] : INFO : Epoch 1726 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 1382.47 ms
[2022-04-01 21:04:52 main:574] : INFO : Epoch 1727 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 1215.12 ms
[2022-04-01 21:04:54 main:574] : INFO : Epoch 1728 | loss: 0.0311436 | val_loss: 0.0311659 | Time: 1311.14 ms
[2022-04-01 21:04:55 main:574] : INFO : Epoch 1729 | loss: 0.0311436 | val_loss: 0.0311641 | Time: 1265.87 ms
[2022-04-01 21:04:56 main:574] : INFO : Epoch 1730 | loss: 0.0311441 | val_loss: 0.0311652 | Time: 1412.19 ms
[2022-04-01 21:04:57 main:574] : INFO : Epoch 1731 | loss: 0.0311465 | val_loss: 0.0311661 | Time: 1090.13 ms
[2022-04-01 21:04:58 main:574] : INFO : Epoch 1732 | loss: 0.0311456 | val_loss: 0.0311652 | Time: 1055.12 ms
[2022-04-01 21:04:59 main:574] : INFO : Epoch 1733 | loss: 0.0311449 | val_loss: 0.0311623 | Time: 1080.7 ms
[2022-04-01 21:05:01 main:574] : INFO : Epoch 1734 | loss: 0.0311447 | val_loss: 0.0311641 | Time: 1425.49 ms
[2022-04-01 21:05:02 main:574] : INFO : Epoch 1735 | loss: 0.0311422 | val_loss: 0.0311621 | Time: 1550.04 ms
[2022-04-01 21:05:04 main:574] : INFO : Epoch 1736 | loss: 0.0311439 | val_loss: 0.0311659 | Time: 1449.81 ms
[2022-04-01 21:05:05 main:574] : INFO : Epoch 1737 | loss: 0.0311453 | val_loss: 0.0311634 | Time: 1361.02 ms
[2022-04-01 21:05:07 main:574] : INFO : Epoch 1738 | loss: 0.0311446 | val_loss: 0.0311642 | Time: 1567.32 ms
[2022-04-01 21:05:08 main:574] : INFO : Epoch 1739 | loss: 0.0311411 | val_loss: 0.0311662 | Time: 1192.89 ms
[2022-04-01 21:05:09 main:574] : INFO : Epoch 1740 | loss: 0.0311414 | val_loss: 0.0311653 | Time: 1127.58 ms
[2022-04-01 21:05:11 main:574] : INFO : Epoch 1741 | loss: 0.0311447 | val_loss: 0.0311615 | Time: 1443.9 ms
[2022-04-01 21:05:12 main:574] : INFO : Epoch 1742 | loss: 0.0311415 | val_loss: 0.0311664 | Time: 1137.61 ms
[2022-04-01 21:05:13 main:574] : INFO : Epoch 1743 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 1309.94 ms
[2022-04-01 21:05:14 main:574] : INFO : Epoch 1744 | loss: 0.0311413 | val_loss: 0.0311604 | Time: 1261.75 ms
[2022-04-01 21:05:16 main:574] : INFO : Epoch 1745 | loss: 0.0311412 | val_loss: 0.031163 | Time: 1377.38 ms
[2022-04-01 21:05:17 main:574] : INFO : Epoch 1746 | loss: 0.0311407 | val_loss: 0.0311674 | Time: 1338.58 ms
[2022-04-01 21:05:18 main:574] : INFO : Epoch 1747 | loss: 0.0311425 | val_loss: 0.0311637 | Time: 1231.79 ms
[2022-04-01 21:05:20 main:574] : INFO : Epoch 1748 | loss: 0.0311385 | val_loss: 0.0311597 | Time: 1341.7 ms
[2022-04-01 21:05:21 main:574] : INFO : Epoch 1749 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 1056.17 ms
[2022-04-01 21:05:22 main:574] : INFO : Epoch 1750 | loss: 0.0311375 | val_loss: 0.03116 | Time: 1041.59 ms
[2022-04-01 21:05:23 main:574] : INFO : Epoch 1751 | loss: 0.0311378 | val_loss: 0.0311639 | Time: 1019.03 ms
[2022-04-01 21:05:24 main:574] : INFO : Epoch 1752 | loss: 0.031138 | val_loss: 0.0311618 | Time: 1058.59 ms
[2022-04-01 21:05:25 main:574] : INFO : Epoch 1753 | loss: 0.0311392 | val_loss: 0.0311694 | Time: 1033.82 ms
[2022-04-01 21:05:26 main:574] : INFO : Epoch 1754 | loss: 0.0311396 | val_loss: 0.0311628 | Time: 1032.6 ms
[2022-04-01 21:05:27 main:574] : INFO : Epoch 1755 | loss: 0.0311403 | val_loss: 0.0311646 | Time: 1067.62 ms
[2022-04-01 21:05:28 main:574] : INFO : Epoch 1756 | loss: 0.0311385 | val_loss: 0.0311651 | Time: 1216.12 ms
[2022-04-01 21:05:29 main:574] : INFO : Epoch 1757 | loss: 0.0311391 | val_loss: 0.0311684 | Time: 1156.73 ms
[2022-04-01 21:05:31 main:574] : INFO : Epoch 1758 | loss: 0.0311491 | val_loss: 0.0311761 | Time: 1495.82 ms
[2022-04-01 21:05:32 main:574] : INFO : Epoch 1759 | loss: 0.0311505 | val_loss: 0.0311706 | Time: 1372.44 ms
[2022-04-01 21:05:34 main:574] : INFO : Epoch 1760 | loss: 0.031147 | val_loss: 0.0311679 | Time: 1366.61 ms
[2022-04-01 21:05:35 main:574] : INFO : Epoch 1761 | loss: 0.0311489 | val_loss: 0.0311706 | Time: 1065.91 ms
[2022-04-01 21:05:36 main:574] : INFO : Epoch 1762 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 1196.63 ms
[2022-04-01 21:05:37 main:574] : INFO : Epoch 1763 | loss: 0.031146 | val_loss: 0.0311623 | Time: 1247.58 ms
[2022-04-01 21:05:38 main:574] : INFO : Epoch 1764 | loss: 0.0311414 | val_loss: 0.0311648 | Time: 1097.53 ms
[2022-04-01 21:05:39 main:574] : INFO : Epoch 1765 | loss: 0.0311446 | val_loss: 0.0311665 | Time: 1209.22 ms
[2022-04-01 21:05:41 main:574] : INFO : Epoch 1766 | loss: 0.0311429 | val_loss: 0.0311635 | Time: 1124.92 ms
[2022-04-01 21:05:42 main:574] : INFO : Epoch 1767 | loss: 0.0311434 | val_loss: 0.0311681 | Time: 1377.8 ms
[2022-04-01 21:05:43 main:574] : INFO : Epoch 1768 | loss: 0.0311432 | val_loss: 0.0311615 | Time: 1245.76 ms
[2022-04-01 21:05:44 main:574] : INFO : Epoch 1769 | loss: 0.0311422 | val_loss: 0.0311657 | Time: 1038.24 ms
[2022-04-01 21:05:45 main:574] : INFO : Epoch 1770 | loss: 0.0311414 | val_loss: 0.031167 | Time: 1042.44 ms
[2022-04-01 21:05:46 main:574] : INFO : Epoch 1771 | loss: 0.0311406 | val_loss: 0.031164 | Time: 1013.92 ms
[2022-04-01 21:05:47 main:574] : INFO : Epoch 1772 | loss: 0.0311438 | val_loss: 0.0311727 | Time: 1082.37 ms
[2022-04-01 21:05:49 main:574] : INFO : Epoch 1773 | loss: 0.0311557 | val_loss: 0.0311984 | Time: 1144.67 ms
[2022-04-01 21:05:50 main:574] : INFO : Epoch 1774 | loss: 0.0316448 | val_loss: 0.031239 | Time: 1242.3 ms
[2022-04-01 21:05:51 main:574] : INFO : Epoch 1775 | loss: 0.0313661 | val_loss: 0.0312093 | Time: 1277.82 ms
[2022-04-01 21:05:52 main:574] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.0311689 | Time: 1136.78 ms
[2022-04-01 21:05:53 main:574] : INFO : Epoch 1777 | loss: 0.0311588 | val_loss: 0.0311854 | Time: 1017.04 ms
[2022-04-01 21:05:54 main:574] : INFO : Epoch 1778 | loss: 0.031148 | val_loss: 0.031168 | Time: 1148.72 ms
[2022-04-01 21:05:56 main:574] : INFO : Epoch 1779 | loss: 0.0311444 | val_loss: 0.0311661 | Time: 1288.32 ms
[2022-04-01 21:05:57 main:574] : INFO : Epoch 1780 | loss: 0.0311426 | val_loss: 0.0311682 | Time: 1068.05 ms
[2022-04-01 21:05:58 main:574] : INFO : Epoch 1781 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 1077.51 ms
[2022-04-01 21:05:59 main:574] : INFO : Epoch 1782 | loss: 0.0311409 | val_loss: 0.0311659 | Time: 1121.71 ms
[2022-04-01 21:06:00 main:574] : INFO : Epoch 1783 | loss: 0.0311407 | val_loss: 0.0311647 | Time: 1115.08 ms
[2022-04-01 21:06:01 main:574] : INFO : Epoch 1784 | loss: 0.0311384 | val_loss: 0.0311633 | Time: 1171.56 ms
[2022-04-01 21:06:02 main:574] : INFO : Epoch 1785 | loss: 0.0311379 | val_loss: 0.0311579 | Time: 1193.03 ms
[2022-04-01 21:06:04 main:574] : INFO : Epoch 1786 | loss: 0.0311415 | val_loss: 0.0311627 | Time: 1181.03 ms
[2022-04-01 21:06:05 main:574] : INFO : Epoch 1787 | loss: 0.0311401 | val_loss: 0.0311576 | Time: 1131.42 ms
[2022-04-01 21:06:06 main:574] : INFO : Epoch 1788 | loss: 0.0311414 | val_loss: 0.031165 | Time: 1136.3 ms
[2022-04-01 21:06:07 main:574] : INFO : Epoch 1789 | loss: 0.0311391 | val_loss: 0.0311622 | Time: 1164.42 ms
[2022-04-01 21:06:08 main:574] : INFO : Epoch 1790 | loss: 0.0311368 | val_loss: 0.031163 | Time: 1183.99 ms
[2022-04-01 21:06:09 main:574] : INFO : Epoch 1791 | loss: 0.0311378 | val_loss: 0.031163 | Time: 1102.64 ms
[2022-04-01 21:06:10 main:574] : INFO : Epoch 1792 | loss: 0.0311439 | val_loss: 0.0311609 | Time: 1046.37 ms
[2022-04-01 21:06:12 main:574] : INFO : Epoch 1793 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1284.63 ms
[2022-04-01 21:06:13 main:574] : INFO : Epoch 1794 | loss: 0.0311482 | val_loss: 0.031163 | Time: 1116.79 ms
[2022-04-01 21:06:15 main:574] : INFO : Epoch 1795 | loss: 0.0311468 | val_loss: 0.0311624 | Time: 1777.09 ms
[2022-04-01 21:06:16 main:574] : INFO : Epoch 1796 | loss: 0.0311459 | val_loss: 0.0311622 | Time: 1479.14 ms
[2022-04-01 21:06:17 main:574] : INFO : Epoch 1797 | loss: 0.0311436 | val_loss: 0.0311631 | Time: 1402.27 ms
[2022-04-01 21:06:19 main:574] : INFO : Epoch 1798 | loss: 0.0311428 | val_loss: 0.0311632 | Time: 1656.7 ms
[2022-04-01 21:06:21 main:574] : INFO : Epoch 1799 | loss: 0.0311434 | val_loss: 0.031161 | Time: 1675.67 ms
[2022-04-01 21:06:22 main:574] : INFO : Epoch 1800 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 1242.47 ms
[2022-04-01 21:06:23 main:574] : INFO : Epoch 1801 | loss: 0.0311403 | val_loss: 0.0311593 | Time: 1096.37 ms
[2022-04-01 21:06:24 main:574] : INFO : Epoch 1802 | loss: 0.0311394 | val_loss: 0.0311615 | Time: 1047.37 ms
[2022-04-01 21:06:25 main:574] : INFO : Epoch 1803 | loss: 0.0311398 | val_loss: 0.0311617 | Time: 1030.39 ms
[2022-04-01 21:06:26 main:574] : INFO : Epoch 1804 | loss: 0.0311415 | val_loss: 0.0311647 | Time: 1021.1 ms
[2022-04-01 21:06:27 main:574] : INFO : Epoch 1805 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 1103.07 ms
[2022-04-01 21:06:29 main:574] : INFO : Epoch 1806 | loss: 0.0311407 | val_loss: 0.0311599 | Time: 1185.26 ms
[2022-04-01 21:06:30 main:574] : INFO : Epoch 1807 | loss: 0.03114 | val_loss: 0.0311593 | Time: 1071.4 ms
[2022-04-01 21:06:31 main:574] : INFO : Epoch 1808 | loss: 0.03114 | val_loss: 0.0311599 | Time: 1021.64 ms
[2022-04-01 21:06:32 main:574] : INFO : Epoch 1809 | loss: 0.0311392 | val_loss: 0.0311591 | Time: 1046.28 ms
[2022-04-01 21:06:33 main:574] : INFO : Epoch 1810 | loss: 0.0311386 | val_loss: 0.0311566 | Time: 1030.26 ms
[2022-04-01 21:06:34 main:574] : INFO : Epoch 1811 | loss: 0.0311471 | val_loss: 0.031163 | Time: 1030.12 ms
[2022-04-01 21:06:35 main:574] : INFO : Epoch 1812 | loss: 0.0311516 | val_loss: 0.0311594 | Time: 1028.38 ms
[2022-04-01 21:06:36 main:574] : INFO : Epoch 1813 | loss: 0.0311486 | val_loss: 0.0311586 | Time: 1050.64 ms
[2022-04-01 21:06:37 main:574] : INFO : Epoch 1814 | loss: 0.0311457 | val_loss: 0.0311608 | Time: 1036.49 ms
[2022-04-01 21:06:38 main:574] : INFO : Epoch 1815 | loss: 0.0311454 | val_loss: 0.0311618 | Time: 1078.59 ms
[2022-04-01 21:06:39 main:574] : INFO : Epoch 1816 | loss: 0.0311426 | val_loss: 0.0311595 | Time: 1067.27 ms
[2022-04-01 21:06:40 main:574] : INFO : Epoch 1817 | loss: 0.031142 | val_loss: 0.0311606 | Time: 1099.42 ms
[2022-04-01 21:06:41 main:574] : INFO : Epoch 1818 | loss: 0.0311436 | val_loss: 0.0311598 | Time: 1128.84 ms
[2022-04-01 21:06:42 main:574] : INFO : Epoch 1819 | loss: 0.031143 | val_loss: 0.0311606 | Time: 1141.69 ms
[2022-04-01 21:06:44 main:574] : INFO : Epoch 1820 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 1114.82 ms
[2022-04-01 21:06:45 main:574] : INFO : Epoch 1821 | loss: 0.0311408 | val_loss: 0.031163 | Time: 1094.87 ms
[2022-04-01 21:06:46 main:574] : INFO : Epoch 1822 | loss: 0.03114 | val_loss: 0.0311623 | Time: 1109.15 ms
[2022-04-01 21:06:47 main:574] : INFO : Epoch 1823 | loss: 0.0311391 | val_loss: 0.0311626 | Time: 1109.89 ms
[2022-04-01 21:06:48 main:574] : INFO : Epoch 1824 | loss: 0.031139 | val_loss: 0.0311621 | Time: 1122.07 ms
[2022-04-01 21:06:49 main:574] : INFO : Epoch 1825 | loss: 0.031139 | val_loss: 0.0311617 | Time: 1147.37 ms
[2022-04-01 21:06:51 main:574] : INFO : Epoch 1826 | loss: 0.0311389 | val_loss: 0.0311616 | Time: 1320.11 ms
[2022-04-01 21:06:52 main:574] : INFO : Epoch 1827 | loss: 0.0311372 | val_loss: 0.0311644 | Time: 1381.94 ms
[2022-04-01 21:06:53 main:574] : INFO : Epoch 1828 | loss: 0.0311371 | val_loss: 0.0311639 | Time: 1252.93 ms
[2022-04-01 21:06:54 main:574] : INFO : Epoch 1829 | loss: 0.0311383 | val_loss: 0.0311636 | Time: 1078.97 ms
[2022-04-01 21:06:56 main:574] : INFO : Epoch 1830 | loss: 0.0311362 | val_loss: 0.0311657 | Time: 1299.23 ms
[2022-04-01 21:06:57 main:574] : INFO : Epoch 1831 | loss: 0.0311354 | val_loss: 0.0311609 | Time: 1174.79 ms
[2022-04-01 21:06:58 main:574] : INFO : Epoch 1832 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 1142.01 ms
[2022-04-01 21:06:59 main:574] : INFO : Epoch 1833 | loss: 0.0311395 | val_loss: 0.0311643 | Time: 1066.29 ms
[2022-04-01 21:07:00 main:574] : INFO : Epoch 1834 | loss: 0.0311397 | val_loss: 0.0311623 | Time: 1038.51 ms
[2022-04-01 21:07:01 main:574] : INFO : Epoch 1835 | loss: 0.0311389 | val_loss: 0.0311641 | Time: 1006.62 ms
[2022-04-01 21:07:02 main:574] : INFO : Epoch 1836 | loss: 0.0311373 | val_loss: 0.031165 | Time: 1018.89 ms
[2022-04-01 21:07:03 main:574] : INFO : Epoch 1837 | loss: 0.0311356 | val_loss: 0.0311661 | Time: 1048.05 ms
[2022-04-01 21:07:04 main:574] : INFO : Epoch 1838 | loss: 0.0311349 | val_loss: 0.0311635 | Time: 1023.86 ms
[2022-04-01 21:07:05 main:574] : INFO : Epoch 1839 | loss: 0.031136 | val_loss: 0.0311623 | Time: 1264.53 ms
[2022-04-01 21:07:07 main:574] : INFO : Epoch 1840 | loss: 0.0311571 | val_loss: 0.0311734 | Time: 1449.21 ms
[2022-04-01 21:07:08 main:574] : INFO : Epoch 1841 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 1079.57 ms
[2022-04-01 21:07:09 main:574] : INFO : Epoch 1842 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 1062.72 ms
[2022-04-01 21:07:10 main:574] : INFO : Epoch 1843 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 1022.98 ms
[2022-04-01 21:07:11 main:574] : INFO : Epoch 1844 | loss: 0.031152 | val_loss: 0.0311647 | Time: 1031.92 ms
[2022-04-01 21:07:12 main:574] : INFO : Epoch 1845 | loss: 0.0311491 | val_loss: 0.031164 | Time: 1009.98 ms
[2022-04-01 21:07:13 main:574] : INFO : Epoch 1846 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 1347.97 ms
[2022-04-01 21:07:15 main:574] : INFO : Epoch 1847 | loss: 0.03115 | val_loss: 0.0311688 | Time: 1532.81 ms
[2022-04-01 21:07:16 main:574] : INFO : Epoch 1848 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 1386.94 ms
[2022-04-01 21:07:18 main:574] : INFO : Epoch 1849 | loss: 0.0311453 | val_loss: 0.0311677 | Time: 1211.22 ms
[2022-04-01 21:07:19 main:574] : INFO : Epoch 1850 | loss: 0.0311458 | val_loss: 0.0311667 | Time: 1032.82 ms
[2022-04-01 21:07:20 main:574] : INFO : Epoch 1851 | loss: 0.0311448 | val_loss: 0.031166 | Time: 1068.06 ms
[2022-04-01 21:07:21 main:574] : INFO : Epoch 1852 | loss: 0.031145 | val_loss: 0.0311685 | Time: 1041.46 ms
[2022-04-01 21:07:22 main:574] : INFO : Epoch 1853 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 1039.38 ms
[2022-04-01 21:07:23 main:574] : INFO : Epoch 1854 | loss: 0.031145 | val_loss: 0.0311695 | Time: 1041.21 ms
[2022-04-01 21:07:24 main:574] : INFO : Epoch 1855 | loss: 0.0311435 | val_loss: 0.0311684 | Time: 1130.07 ms
[2022-04-01 21:07:25 main:574] : INFO : Epoch 1856 | loss: 0.0311421 | val_loss: 0.0311675 | Time: 1135.73 ms
[2022-04-01 21:07:26 main:574] : INFO : Epoch 1857 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 1021.19 ms
[2022-04-01 21:07:27 main:574] : INFO : Epoch 1858 | loss: 0.0311408 | val_loss: 0.031171 | Time: 1023.1 ms
[2022-04-01 21:07:28 main:574] : INFO : Epoch 1859 | loss: 0.0311407 | val_loss: 0.0311714 | Time: 1170.22 ms
[2022-04-01 21:07:30 main:574] : INFO : Epoch 1860 | loss: 0.031141 | val_loss: 0.0311718 | Time: 1353.4 ms
[2022-04-01 21:07:31 main:574] : INFO : Epoch 1861 | loss: 0.031146 | val_loss: 0.0311664 | Time: 1463.82 ms
[2022-04-01 21:07:32 main:574] : INFO : Epoch 1862 | loss: 0.031151 | val_loss: 0.0311657 | Time: 1300.64 ms
[2022-04-01 21:07:34 main:574] : INFO : Epoch 1863 | loss: 0.0311469 | val_loss: 0.0311609 | Time: 1595.58 ms
[2022-04-01 21:07:36 main:574] : INFO : Epoch 1864 | loss: 0.0311476 | val_loss: 0.0311573 | Time: 1636.45 ms
[2022-04-01 21:07:37 main:574] : INFO : Epoch 1865 | loss: 0.0311485 | val_loss: 0.0311587 | Time: 1263.43 ms
[2022-04-01 21:07:38 main:574] : INFO : Epoch 1866 | loss: 0.031148 | val_loss: 0.0311573 | Time: 1141.66 ms
[2022-04-01 21:07:39 main:574] : INFO : Epoch 1867 | loss: 0.0311464 | val_loss: 0.0311575 | Time: 1042 ms
[2022-04-01 21:07:40 main:574] : INFO : Epoch 1868 | loss: 0.031145 | val_loss: 0.0311565 | Time: 1129.2 ms
[2022-04-01 21:07:41 main:574] : INFO : Epoch 1869 | loss: 0.0311454 | val_loss: 0.031158 | Time: 1145.86 ms
[2022-04-01 21:07:43 main:574] : INFO : Epoch 1870 | loss: 0.0311458 | val_loss: 0.0311569 | Time: 1203.89 ms
[2022-04-01 21:07:44 main:574] : INFO : Epoch 1871 | loss: 0.0311445 | val_loss: 0.0311572 | Time: 1160.57 ms
[2022-04-01 21:07:45 main:574] : INFO : Epoch 1872 | loss: 0.0311457 | val_loss: 0.0311587 | Time: 1188.8 ms
[2022-04-01 21:07:46 main:574] : INFO : Epoch 1873 | loss: 0.0311422 | val_loss: 0.0311571 | Time: 1066.47 ms
[2022-04-01 21:07:47 main:574] : INFO : Epoch 1874 | loss: 0.0311421 | val_loss: 0.0311593 | Time: 1127.44 ms
[2022-04-01 21:07:48 main:574] : INFO : Epoch 1875 | loss: 0.031139 | val_loss: 0.0311612 | Time: 1147.55 ms
[2022-04-01 21:07:49 main:574] : INFO : Epoch 1876 | loss: 0.0311393 | val_loss: 0.0311559 | Time: 1061.26 ms
[2022-04-01 21:07:51 main:574] : INFO : Epoch 1877 | loss: 0.0311377 | val_loss: 0.031159 | Time: 1236.98 ms
[2022-04-01 21:07:52 main:574] : INFO : Epoch 1878 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 1207.07 ms
[2022-04-01 21:07:53 main:574] : INFO : Epoch 1879 | loss: 0.0311385 | val_loss: 0.0311575 | Time: 1329.75 ms
[2022-04-01 21:07:55 main:574] : INFO : Epoch 1880 | loss: 0.0311367 | val_loss: 0.031157 | Time: 1401.58 ms
[2022-04-01 21:07:56 main:574] : INFO : Epoch 1881 | loss: 0.0311384 | val_loss: 0.0311601 | Time: 1126.39 ms
[2022-04-01 21:07:57 main:574] : INFO : Epoch 1882 | loss: 0.0311374 | val_loss: 0.0311584 | Time: 1264.75 ms
[2022-04-01 21:07:58 main:574] : INFO : Epoch 1883 | loss: 0.0311365 | val_loss: 0.0311664 | Time: 1326.92 ms
[2022-04-01 21:07:59 main:574] : INFO : Epoch 1884 | loss: 0.0311393 | val_loss: 0.0311626 | Time: 1089.41 ms
[2022-04-01 21:08:00 main:574] : INFO : Epoch 1885 | loss: 0.031136 | val_loss: 0.0311614 | Time: 1064.15 ms
[2022-04-01 21:08:01 main:574] : INFO : Epoch 1886 | loss: 0.0311357 | val_loss: 0.0311635 | Time: 1022.67 ms
[2022-04-01 21:08:03 main:574] : INFO : Epoch 1887 | loss: 0.0311351 | val_loss: 0.0311621 | Time: 1054.46 ms
[2022-04-01 21:08:04 main:574] : INFO : Epoch 1888 | loss: 0.031133 | val_loss: 0.0311619 | Time: 1108.98 ms
[2022-04-01 21:08:05 main:574] : INFO : Epoch 1889 | loss: 0.0311342 | val_loss: 0.031161 | Time: 1017.07 ms
[2022-04-01 21:08:06 main:574] : INFO : Epoch 1890 | loss: 0.0311341 | val_loss: 0.0311585 | Time: 1234.23 ms
[2022-04-01 21:08:08 main:574] : INFO : Epoch 1891 | loss: 0.031134 | val_loss: 0.0311591 | Time: 1632.8 ms
[2022-04-01 21:08:09 main:574] : INFO : Epoch 1892 | loss: 0.0311335 | val_loss: 0.0311579 | Time: 1054.15 ms
[2022-04-01 21:08:10 main:574] : INFO : Epoch 1893 | loss: 0.0311347 | val_loss: 0.0311585 | Time: 1347.04 ms
[2022-04-01 21:08:11 main:574] : INFO : Epoch 1894 | loss: 0.0311338 | val_loss: 0.0311577 | Time: 1244.7 ms
[2022-04-01 21:08:12 main:574] : INFO : Epoch 1895 | loss: 0.0311353 | val_loss: 0.0311574 | Time: 1222.88 ms
[2022-04-01 21:08:13 main:574] : INFO : Epoch 1896 | loss: 0.0311329 | val_loss: 0.0311598 | Time: 1094.25 ms
[2022-04-01 21:08:15 main:574] : INFO : Epoch 1897 | loss: 0.0311337 | val_loss: 0.0311615 | Time: 1265.68 ms
[2022-04-01 21:08:16 main:574] : INFO : Epoch 1898 | loss: 0.0311319 | val_loss: 0.0311607 | Time: 1133.66 ms
[2022-04-01 21:08:17 main:574] : INFO : Epoch 1899 | loss: 0.0311305 | val_loss: 0.031161 | Time: 1250.02 ms
[2022-04-01 21:08:18 main:574] : INFO : Epoch 1900 | loss: 0.0311313 | val_loss: 0.0311602 | Time: 1224.61 ms
[2022-04-01 21:08:19 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.031158 | Time: 1088.37 ms
[2022-04-01 21:08:21 main:574] : INFO : Epoch 1902 | loss: 0.0311364 | val_loss: 0.0311578 | Time: 1118.65 ms
[2022-04-01 21:08:22 main:574] : INFO : Epoch 1903 | loss: 0.0311408 | val_loss: 0.0311633 | Time: 1104.65 ms
[2022-04-01 21:08:23 main:574] : INFO : Epoch 1904 | loss: 0.031139 | val_loss: 0.0311556 | Time: 1168.06 ms
[2022-04-01 21:08:24 main:574] : INFO : Epoch 1905 | loss: 0.031137 | val_loss: 0.0311588 | Time: 1148.19 ms
[2022-04-01 21:08:25 main:574] : INFO : Epoch 1906 | loss: 0.0311364 | val_loss: 0.0311541 | Time: 1123.33 ms
[2022-04-01 21:08:26 main:574] : INFO : Epoch 1907 | loss: 0.0311382 | val_loss: 0.0311606 | Time: 1037.31 ms
[2022-04-01 21:08:27 main:574] : INFO : Epoch 1908 | loss: 0.0311416 | val_loss: 0.0311575 | Time: 1214.03 ms
[2022-04-01 21:08:29 main:574] : INFO : Epoch 1909 | loss: 0.0311412 | val_loss: 0.0311547 | Time: 1171.13 ms
[2022-04-01 21:08:30 main:574] : INFO : Epoch 1910 | loss: 0.0311392 | val_loss: 0.0311567 | Time: 1084.48 ms
[2022-04-01 21:08:31 main:574] : INFO : Epoch 1911 | loss: 0.0311363 | val_loss: 0.031154 | Time: 1129.56 ms
[2022-04-01 21:08:32 main:574] : INFO : Epoch 1912 | loss: 0.0311337 | val_loss: 0.031153 | Time: 1482.34 ms
[2022-04-01 21:08:34 main:574] : INFO : Epoch 1913 | loss: 0.0311372 | val_loss: 0.0311621 | Time: 1391.14 ms
[2022-04-01 21:08:35 main:574] : INFO : Epoch 1914 | loss: 0.0311363 | val_loss: 0.0311543 | Time: 1209.87 ms
[2022-04-01 21:08:36 main:574] : INFO : Epoch 1915 | loss: 0.0311338 | val_loss: 0.0311555 | Time: 1213.88 ms
[2022-04-01 21:08:38 main:574] : INFO : Epoch 1916 | loss: 0.031133 | val_loss: 0.031155 | Time: 1377.42 ms
[2022-04-01 21:08:39 main:574] : INFO : Epoch 1917 | loss: 0.0311332 | val_loss: 0.0311563 | Time: 1198.41 ms
[2022-04-01 21:08:40 main:574] : INFO : Epoch 1918 | loss: 0.0311359 | val_loss: 0.0311612 | Time: 1215.41 ms
[2022-04-01 21:08:41 main:574] : INFO : Epoch 1919 | loss: 0.0311372 | val_loss: 0.0311571 | Time: 1209.76 ms
[2022-04-01 21:08:42 main:574] : INFO : Epoch 1920 | loss: 0.0311384 | val_loss: 0.0311542 | Time: 1135.25 ms
[2022-04-01 21:08:43 main:574] : INFO : Epoch 1921 | loss: 0.0311385 | val_loss: 0.0311552 | Time: 1152.01 ms
[2022-04-01 21:08:45 main:574] : INFO : Epoch 1922 | loss: 0.0311396 | val_loss: 0.0311597 | Time: 1151.03 ms
[2022-04-01 21:08:46 main:574] : INFO : Epoch 1923 | loss: 0.0311412 | val_loss: 0.0311595 | Time: 1609.89 ms
[2022-04-01 21:08:47 main:574] : INFO : Epoch 1924 | loss: 0.0311379 | val_loss: 0.0311541 | Time: 1144.5 ms
[2022-04-01 21:08:49 main:574] : INFO : Epoch 1925 | loss: 0.0311352 | val_loss: 0.0311586 | Time: 1172.15 ms
[2022-04-01 21:08:50 main:574] : INFO : Epoch 1926 | loss: 0.0311354 | val_loss: 0.0311556 | Time: 1110.51 ms
[2022-04-01 21:08:51 main:574] : INFO : Epoch 1927 | loss: 0.0311356 | val_loss: 0.0311533 | Time: 1068.45 ms
[2022-04-01 21:08:52 main:574] : INFO : Epoch 1928 | loss: 0.0311359 | val_loss: 0.0311514 | Time: 1181.98 ms
[2022-04-01 21:08:53 main:574] : INFO : Epoch 1929 | loss: 0.0311337 | val_loss: 0.0311512 | Time: 1051.44 ms
[2022-04-01 21:08:54 main:574] : INFO : Epoch 1930 | loss: 0.0311331 | val_loss: 0.0311532 | Time: 1128.14 ms
[2022-04-01 21:08:55 main:574] : INFO : Epoch 1931 | loss: 0.0311318 | val_loss: 0.0311531 | Time: 1061.16 ms
[2022-04-01 21:08:56 main:574] : INFO : Epoch 1932 | loss: 0.0311315 | val_loss: 0.0311542 | Time: 1067.37 ms
[2022-04-01 21:08:57 main:574] : INFO : Epoch 1933 | loss: 0.0311331 | val_loss: 0.0311536 | Time: 1209.47 ms
[2022-04-01 21:08:59 main:574] : INFO : Epoch 1934 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 1040.91 ms
[2022-04-01 21:09:00 main:574] : INFO : Epoch 1935 | loss: 0.0311323 | val_loss: 0.0311564 | Time: 1083.31 ms
[2022-04-01 21:09:01 main:574] : INFO : Epoch 1936 | loss: 0.0311368 | val_loss: 0.0311514 | Time: 1034.21 ms
[2022-04-01 21:09:02 main:574] : INFO : Epoch 1937 | loss: 0.0311316 | val_loss: 0.0311531 | Time: 1048.63 ms
[2022-04-01 21:09:03 main:574] : INFO : Epoch 1938 | loss: 0.0311295 | val_loss: 0.0311522 | Time: 1061.26 ms
[2022-04-01 21:09:04 main:574] : INFO : Epoch 1939 | loss: 0.0311328 | val_loss: 0.0311538 | Time: 1091.79 ms
[2022-04-01 21:09:05 main:574] : INFO : Epoch 1940 | loss: 0.0311373 | val_loss: 0.0311597 | Time: 1398.16 ms
[2022-04-01 21:09:07 main:574] : INFO : Epoch 1941 | loss: 0.0311344 | val_loss: 0.0311553 | Time: 1373.49 ms
[2022-04-01 21:09:08 main:574] : INFO : Epoch 1942 | loss: 0.0311336 | val_loss: 0.0311561 | Time: 1377.23 ms
[2022-04-01 21:09:09 main:574] : INFO : Epoch 1943 | loss: 0.0311341 | val_loss: 0.0311571 | Time: 1119.51 ms
[2022-04-01 21:09:10 main:574] : INFO : Epoch 1944 | loss: 0.0311324 | val_loss: 0.0311564 | Time: 1256.26 ms
[2022-04-01 21:09:12 main:574] : INFO : Epoch 1945 | loss: 0.0311327 | val_loss: 0.0311551 | Time: 1475.56 ms
[2022-04-01 21:09:13 main:574] : INFO : Epoch 1946 | loss: 0.0311347 | val_loss: 0.0311596 | Time: 1132.86 ms
[2022-04-01 21:09:14 main:574] : INFO : Epoch 1947 | loss: 0.0311363 | val_loss: 0.0311533 | Time: 1106.72 ms
[2022-04-01 21:09:15 main:574] : INFO : Epoch 1948 | loss: 0.0311331 | val_loss: 0.0311565 | Time: 1252.69 ms
[2022-04-01 21:09:16 main:574] : INFO : Epoch 1949 | loss: 0.0311335 | val_loss: 0.031159 | Time: 1072.57 ms
[2022-04-01 21:09:18 main:574] : INFO : Epoch 1950 | loss: 0.0311364 | val_loss: 0.0311613 | Time: 1058.02 ms
[2022-04-01 21:09:19 main:574] : INFO : Epoch 1951 | loss: 0.0311353 | val_loss: 0.0311627 | Time: 1033.27 ms
[2022-04-01 21:09:20 main:574] : INFO : Epoch 1952 | loss: 0.031134 | val_loss: 0.0311593 | Time: 1025.47 ms
[2022-04-01 21:09:21 main:574] : INFO : Epoch 1953 | loss: 0.031131 | val_loss: 0.0311572 | Time: 1023.75 ms
[2022-04-01 21:09:22 main:574] : INFO : Epoch 1954 | loss: 0.0311308 | val_loss: 0.0311587 | Time: 1055.38 ms
[2022-04-01 21:09:23 main:574] : INFO : Epoch 1955 | loss: 0.0311309 | val_loss: 0.0311608 | Time: 1261.41 ms
[2022-04-01 21:09:25 main:574] : INFO : Epoch 1956 | loss: 0.0311326 | val_loss: 0.0311595 | Time: 1698.98 ms
[2022-04-01 21:09:26 main:574] : INFO : Epoch 1957 | loss: 0.0311293 | val_loss: 0.0311604 | Time: 1794.55 ms
[2022-04-01 21:09:28 main:574] : INFO : Epoch 1958 | loss: 0.0311291 | val_loss: 0.0311613 | Time: 1091.36 ms
[2022-04-01 21:09:29 main:574] : INFO : Epoch 1959 | loss: 0.0311317 | val_loss: 0.0311578 | Time: 1060.14 ms
[2022-04-01 21:09:30 main:574] : INFO : Epoch 1960 | loss: 0.0311308 | val_loss: 0.0311584 | Time: 1103.95 ms
[2022-04-01 21:09:31 main:574] : INFO : Epoch 1961 | loss: 0.0311294 | val_loss: 0.0311608 | Time: 1179.06 ms
[2022-04-01 21:09:32 main:574] : INFO : Epoch 1962 | loss: 0.0311275 | val_loss: 0.0311601 | Time: 1250.92 ms
[2022-04-01 21:09:33 main:574] : INFO : Epoch 1963 | loss: 0.0311283 | val_loss: 0.0311574 | Time: 1117.8 ms
[2022-04-01 21:09:35 main:574] : INFO : Epoch 1964 | loss: 0.0311274 | val_loss: 0.0311553 | Time: 1247.97 ms
[2022-04-01 21:09:36 main:574] : INFO : Epoch 1965 | loss: 0.0311277 | val_loss: 0.0311589 | Time: 1023.51 ms
[2022-04-01 21:09:37 main:574] : INFO : Epoch 1966 | loss: 0.0311277 | val_loss: 0.0311555 | Time: 1125.3 ms
[2022-04-01 21:09:38 main:574] : INFO : Epoch 1967 | loss: 0.0311318 | val_loss: 0.0311619 | Time: 1447.91 ms
[2022-04-01 21:09:39 main:574] : INFO : Epoch 1968 | loss: 0.0311286 | val_loss: 0.0311567 | Time: 1088.04 ms
[2022-04-01 21:09:40 main:574] : INFO : Epoch 1969 | loss: 0.0311288 | val_loss: 0.0311608 | Time: 1144.92 ms
[2022-04-01 21:09:41 main:574] : INFO : Epoch 1970 | loss: 0.0311293 | val_loss: 0.0311582 | Time: 1017.08 ms
[2022-04-01 21:09:43 main:574] : INFO : Epoch 1971 | loss: 0.03113 | val_loss: 0.0311557 | Time: 1159.57 ms
[2022-04-01 21:09:44 main:574] : INFO : Epoch 1972 | loss: 0.0311309 | val_loss: 0.0311631 | Time: 1202.78 ms
[2022-04-01 21:09:45 main:574] : INFO : Epoch 1973 | loss: 0.031131 | val_loss: 0.0311588 | Time: 1167.62 ms
[2022-04-01 21:09:46 main:574] : INFO : Epoch 1974 | loss: 0.0311292 | val_loss: 0.0311565 | Time: 1368.41 ms
[2022-04-01 21:09:47 main:574] : INFO : Epoch 1975 | loss: 0.0311299 | val_loss: 0.0311577 | Time: 1083.24 ms
[2022-04-01 21:09:49 main:574] : INFO : Epoch 1976 | loss: 0.0311296 | val_loss: 0.0311616 | Time: 1181.65 ms
[2022-04-01 21:09:50 main:574] : INFO : Epoch 1977 | loss: 0.0311287 | val_loss: 0.0311619 | Time: 1448.09 ms
[2022-04-01 21:09:51 main:574] : INFO : Epoch 1978 | loss: 0.03113 | val_loss: 0.0311566 | Time: 1297.1 ms
[2022-04-01 21:09:52 main:574] : INFO : Epoch 1979 | loss: 0.0311294 | val_loss: 0.0311579 | Time: 1111.03 ms
[2022-04-01 21:09:54 main:574] : INFO : Epoch 1980 | loss: 0.03114 | val_loss: 0.031153 | Time: 1156.86 ms
[2022-04-01 21:09:55 main:574] : INFO : Epoch 1981 | loss: 0.0311421 | val_loss: 0.031152 | Time: 1128.35 ms
[2022-04-01 21:09:56 main:574] : INFO : Epoch 1982 | loss: 0.0311381 | val_loss: 0.0311529 | Time: 1057.94 ms
[2022-04-01 21:09:57 main:574] : INFO : Epoch 1983 | loss: 0.0311356 | val_loss: 0.0311533 | Time: 1168.85 ms
[2022-04-01 21:09:58 main:574] : INFO : Epoch 1984 | loss: 0.0311341 | val_loss: 0.0311527 | Time: 1116.48 ms
[2022-04-01 21:09:59 main:574] : INFO : Epoch 1985 | loss: 0.0311331 | val_loss: 0.0311519 | Time: 1052.26 ms
[2022-04-01 21:10:00 main:574] : INFO : Epoch 1986 | loss: 0.0311327 | val_loss: 0.0311535 | Time: 1051.5 ms
[2022-04-01 21:10:01 main:574] : INFO : Epoch 1987 | loss: 0.0311349 | val_loss: 0.0311553 | Time: 1282.76 ms
[2022-04-01 21:10:03 main:574] : INFO : Epoch 1988 | loss: 0.0311348 | val_loss: 0.0311531 | Time: 1056.5 ms
[2022-04-01 21:10:04 main:574] : INFO : Epoch 1989 | loss: 0.031133 | val_loss: 0.0311512 | Time: 1051.64 ms
[2022-04-01 21:10:05 main:574] : INFO : Epoch 1990 | loss: 0.0311308 | val_loss: 0.0311522 | Time: 1173.99 ms
[2022-04-01 21:10:06 main:574] : INFO : Epoch 1991 | loss: 0.0311319 | val_loss: 0.0311579 | Time: 1243.08 ms
[2022-04-01 21:10:07 main:574] : INFO : Epoch 1992 | loss: 0.0311344 | val_loss: 0.031157 | Time: 1131.89 ms
[2022-04-01 21:10:08 main:574] : INFO : Epoch 1993 | loss: 0.0311316 | val_loss: 0.0311519 | Time: 1106.9 ms
[2022-04-01 21:10:09 main:574] : INFO : Epoch 1994 | loss: 0.0311314 | val_loss: 0.0311496 | Time: 1161.52 ms
[2022-04-01 21:10:11 main:574] : INFO : Epoch 1995 | loss: 0.0311297 | val_loss: 0.0311523 | Time: 1471.76 ms
[2022-04-01 21:10:12 main:574] : INFO : Epoch 1996 | loss: 0.0311301 | val_loss: 0.0311526 | Time: 1232.9 ms
[2022-04-01 21:10:13 main:574] : INFO : Epoch 1997 | loss: 0.0311311 | val_loss: 0.0311522 | Time: 1325 ms
[2022-04-01 21:10:15 main:574] : INFO : Epoch 1998 | loss: 0.031138 | val_loss: 0.0311575 | Time: 1297.92 ms
[2022-04-01 21:10:16 main:574] : INFO : Epoch 1999 | loss: 0.0311453 | val_loss: 0.0311569 | Time: 1276.71 ms
[2022-04-01 21:10:18 main:574] : INFO : Epoch 2000 | loss: 0.0311436 | val_loss: 0.0311619 | Time: 1522.57 ms
[2022-04-01 21:10:19 main:574] : INFO : Epoch 2001 | loss: 0.0311397 | val_loss: 0.0311584 | Time: 1632.93 ms
[2022-04-01 21:10:21 main:574] : INFO : Epoch 2002 | loss: 0.031141 | val_loss: 0.03116 | Time: 1346.27 ms
[2022-04-01 21:10:22 main:574] : INFO : Epoch 2003 | loss: 0.0311373 | val_loss: 0.0311596 | Time: 1560.98 ms
[2022-04-01 21:10:24 main:574] : INFO : Epoch 2004 | loss: 0.0311374 | val_loss: 0.0311565 | Time: 1508.64 ms
[2022-04-01 21:10:25 main:574] : INFO : Epoch 2005 | loss: 0.0311357 | val_loss: 0.0311627 | Time: 1391.28 ms
[2022-04-01 21:10:27 main:574] : INFO : Epoch 2006 | loss: 0.0311339 | val_loss: 0.031155 | Time: 1460.01 ms
[2022-04-01 21:10:28 main:574] : INFO : Epoch 2007 | loss: 0.0311325 | val_loss: 0.0311582 | Time: 1143.11 ms
[2022-04-01 21:10:29 main:574] : INFO : Epoch 2008 | loss: 0.0311353 | val_loss: 0.0311593 | Time: 1038.25 ms
[2022-04-01 21:10:30 main:574] : INFO : Epoch 2009 | loss: 0.0311381 | val_loss: 0.0311616 | Time: 1310.95 ms
[2022-04-01 21:10:31 main:574] : INFO : Epoch 2010 | loss: 0.031136 | val_loss: 0.0311581 | Time: 1241.42 ms
[2022-04-01 21:10:33 main:574] : INFO : Epoch 2011 | loss: 0.0311341 | val_loss: 0.0311589 | Time: 1589.97 ms
[2022-04-01 21:10:34 main:574] : INFO : Epoch 2012 | loss: 0.0311337 | val_loss: 0.0311577 | Time: 1208.28 ms
[2022-04-01 21:10:36 main:574] : INFO : Epoch 2013 | loss: 0.0311331 | val_loss: 0.0311557 | Time: 1505.79 ms
[2022-04-01 21:10:37 main:574] : INFO : Epoch 2014 | loss: 0.0311338 | val_loss: 0.0311598 | Time: 1538.19 ms
[2022-04-01 21:10:39 main:574] : INFO : Epoch 2015 | loss: 0.0311347 | val_loss: 0.0311651 | Time: 1346.1 ms
[2022-04-01 21:10:40 main:574] : INFO : Epoch 2016 | loss: 0.0311347 | val_loss: 0.0311585 | Time: 1281.15 ms
[2022-04-01 21:10:41 main:574] : INFO : Epoch 2017 | loss: 0.0311325 | val_loss: 0.0311569 | Time: 1566.34 ms
[2022-04-01 21:10:43 main:574] : INFO : Epoch 2018 | loss: 0.0311303 | val_loss: 0.031156 | Time: 1884.33 ms
[2022-04-01 21:10:45 main:574] : INFO : Epoch 2019 | loss: 0.0311319 | val_loss: 0.0311555 | Time: 1618.88 ms
[2022-04-01 21:10:46 main:574] : INFO : Epoch 2020 | loss: 0.0311312 | val_loss: 0.0311634 | Time: 1457.03 ms
[2022-04-01 21:10:48 main:574] : INFO : Epoch 2021 | loss: 0.0311325 | val_loss: 0.0311576 | Time: 1356.07 ms
[2022-04-01 21:10:49 main:574] : INFO : Epoch 2022 | loss: 0.0311344 | val_loss: 0.0311555 | Time: 1065.25 ms
[2022-04-01 21:10:50 main:574] : INFO : Epoch 2023 | loss: 0.0311332 | val_loss: 0.0311601 | Time: 1388.03 ms
[2022-04-01 21:10:52 main:574] : INFO : Epoch 2024 | loss: 0.0311298 | val_loss: 0.031162 | Time: 1425.78 ms
[2022-04-01 21:10:53 main:574] : INFO : Epoch 2025 | loss: 0.0311296 | val_loss: 0.0311546 | Time: 1284.45 ms
[2022-04-01 21:10:54 main:574] : INFO : Epoch 2026 | loss: 0.0311299 | val_loss: 0.0311571 | Time: 1205.34 ms
[2022-04-01 21:10:55 main:574] : INFO : Epoch 2027 | loss: 0.03113 | val_loss: 0.0311582 | Time: 1099.53 ms
[2022-04-01 21:10:57 main:574] : INFO : Epoch 2028 | loss: 0.0311277 | val_loss: 0.031158 | Time: 1574.21 ms
[2022-04-01 21:10:58 main:574] : INFO : Epoch 2029 | loss: 0.0311293 | val_loss: 0.0311597 | Time: 1492.29 ms
[2022-04-01 21:11:00 main:574] : INFO : Epoch 2030 | loss: 0.0311351 | val_loss: 0.0311598 | Time: 1499.41 ms
[2022-04-01 21:11:01 main:574] : INFO : Epoch 2031 | loss: 0.0311371 | val_loss: 0.0311582 | Time: 1250.95 ms
[2022-04-01 21:11:02 main:574] : INFO : Epoch 2032 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 1294.59 ms
[2022-04-01 21:11:04 main:574] : INFO : Epoch 2033 | loss: 0.0311363 | val_loss: 0.0311547 | Time: 1374.74 ms
[2022-04-01 21:11:05 main:574] : INFO : Epoch 2034 | loss: 0.0311326 | val_loss: 0.0311565 | Time: 1193.25 ms
[2022-04-01 21:11:06 main:574] : INFO : Epoch 2035 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 1164.45 ms
[2022-04-01 21:11:07 main:574] : INFO : Epoch 2036 | loss: 0.0311328 | val_loss: 0.0311602 | Time: 1053.86 ms
[2022-04-01 21:11:08 main:574] : INFO : Epoch 2037 | loss: 0.0311309 | val_loss: 0.031157 | Time: 1064.2 ms
[2022-04-01 21:11:09 main:574] : INFO : Epoch 2038 | loss: 0.0311299 | val_loss: 0.0311596 | Time: 1158.09 ms
[2022-04-01 21:11:11 main:574] : INFO : Epoch 2039 | loss: 0.0311313 | val_loss: 0.0311554 | Time: 1554.1 ms
[2022-04-01 21:11:12 main:574] : INFO : Epoch 2040 | loss: 0.0311317 | val_loss: 0.031156 | Time: 1465.35 ms
[2022-04-01 21:11:14 main:574] : INFO : Epoch 2041 | loss: 0.0311318 | val_loss: 0.0311575 | Time: 1318.37 ms
[2022-04-01 21:11:15 main:574] : INFO : Epoch 2042 | loss: 0.0311333 | val_loss: 0.0311662 | Time: 1561.82 ms
[2022-04-01 21:11:17 main:574] : INFO : Epoch 2043 | loss: 0.0311315 | val_loss: 0.031154 | Time: 1184.41 ms
[2022-04-01 21:11:18 main:574] : INFO : Epoch 2044 | loss: 0.031132 | val_loss: 0.0311571 | Time: 1173.57 ms
[2022-04-01 21:11:19 main:574] : INFO : Epoch 2045 | loss: 0.0311355 | val_loss: 0.0311585 | Time: 1419.85 ms
[2022-04-01 21:11:21 main:574] : INFO : Epoch 2046 | loss: 0.0311324 | val_loss: 0.031157 | Time: 1782.08 ms
[2022-04-01 21:11:23 main:574] : INFO : Epoch 2047 | loss: 0.0311316 | val_loss: 0.0311587 | Time: 1622.86 ms
[2022-04-01 21:11:24 main:574] : INFO : Epoch 2048 | loss: 0.0311295 | val_loss: 0.0311579 | Time: 1632.31 ms
[2022-04-01 21:11:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311579
[2022-04-01 21:11:24 main:603] : INFO : Saving end state to config to file
[2022-04-01 21:11:24 main:608] : INFO : Success, exiting..
21:11:24 (1676): 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)