Task 13821891
| Name | ParityModified-1647040374-9443-1-0_2 |
| Workunit | 10401134 |
| Created | 26 Mar 2022, 22:52:38 UTC |
| Sent | 26 Mar 2022, 23:24:32 UTC |
| Report deadline | 3 Apr 2022, 23:24:32 UTC |
| Received | 6 Apr 2022, 22:33:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 53 min 13 sec |
| CPU time | 49 min 15 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311812 | val_loss: 0.0311888 | Time: 1345.24 ms [2022-04-06 15:18:20 main:574] : INFO : Epoch 1543 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 1338.67 ms [2022-04-06 15:18:22 main:574] : INFO : Epoch 1544 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 1680.93 ms [2022-04-06 15:18:23 main:574] : INFO : Epoch 1545 | loss: 0.0311853 | val_loss: 0.0311755 | Time: 1366.55 ms [2022-04-06 15:18:25 main:574] : INFO : Epoch 1546 | loss: 0.0311766 | val_loss: 0.0311749 | Time: 1363.99 ms [2022-04-06 15:18:26 main:574] : INFO : Epoch 1547 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 1426.95 ms [2022-04-06 15:18:28 main:574] : INFO : Epoch 1548 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 2172.91 ms [2022-04-06 15:18:30 main:574] : INFO : Epoch 1549 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 2068.06 ms [2022-04-06 15:18:33 main:574] : INFO : Epoch 1550 | loss: 0.031167 | val_loss: 0.0311753 | Time: 2039.65 ms [2022-04-06 15:18:35 main:574] : INFO : Epoch 1551 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 2207.83 ms [2022-04-06 15:18:37 main:574] : INFO : Epoch 1552 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 1844.64 ms [2022-04-06 15:19:09 main:574] : INFO : Epoch 1553 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 32562.6 ms [2022-04-06 15:19:11 main:574] : INFO : Epoch 1554 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 2078.18 ms [2022-04-06 15:19:13 main:574] : INFO : Epoch 1555 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 1542.83 ms [2022-04-06 15:19:14 main:574] : INFO : Epoch 1556 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 1330.51 ms [2022-04-06 15:19:15 main:574] : INFO : Epoch 1557 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 1336.28 ms [2022-04-06 15:19:17 main:574] : INFO : Epoch 1558 | loss: 0.0311629 | val_loss: 0.0311759 | Time: 1340.88 ms [2022-04-06 15:19:18 main:574] : INFO : Epoch 1559 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 1337.13 ms [2022-04-06 15:19:19 main:574] : INFO : Epoch 1560 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 1345.87 ms [2022-04-06 15:19:21 main:574] : INFO : Epoch 1561 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 1379.35 ms [2022-04-06 15:19:23 main:574] : INFO : Epoch 1562 | loss: 0.0311646 | val_loss: 0.0311877 | Time: 1650.9 ms [2022-04-06 15:19:24 main:574] : INFO : Epoch 1563 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 1350.55 ms [2022-04-06 15:19:25 main:574] : INFO : Epoch 1564 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 1333.62 ms [2022-04-06 15:19:27 main:574] : INFO : Epoch 1565 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 1330.43 ms [2022-04-06 15:19:28 main:574] : INFO : Epoch 1566 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 1342.44 ms [2022-04-06 15:19:29 main:574] : INFO : Epoch 1567 | loss: 0.03116 | val_loss: 0.0311779 | Time: 1342.75 ms [2022-04-06 15:19:31 main:574] : INFO : Epoch 1568 | loss: 0.0311606 | val_loss: 0.0311794 | Time: 1346.58 ms [2022-04-06 15:19:34 main:574] : INFO : Epoch 1569 | loss: 0.0311629 | val_loss: 0.0311811 | Time: 2875.86 ms [2022-04-06 15:19:36 main:574] : INFO : Epoch 1570 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 2067.7 ms [2022-04-06 15:19:37 main:574] : INFO : Epoch 1571 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 1660.23 ms [2022-04-06 15:19:39 main:574] : INFO : Epoch 1572 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 1672.82 ms [2022-04-06 15:20:12 main:574] : INFO : Epoch 1573 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 32957.6 ms [2022-04-06 15:20:13 main:574] : INFO : Epoch 1574 | loss: 0.0311596 | val_loss: 0.0311743 | Time: 1340.17 ms [2022-04-06 15:20:15 main:574] : INFO : Epoch 1575 | loss: 0.0311584 | val_loss: 0.0311849 | Time: 1334.41 ms [2022-04-06 15:20:16 main:574] : INFO : Epoch 1576 | loss: 0.0311624 | val_loss: 0.0311796 | Time: 1339.57 ms [2022-04-06 15:20:17 main:574] : INFO : Epoch 1577 | loss: 0.0311569 | val_loss: 0.0311731 | Time: 1557.52 ms [2022-04-06 15:20:30 main:574] : INFO : Epoch 1578 | loss: 0.0311559 | val_loss: 0.0311741 | Time: 12487.5 ms [2022-04-06 15:20:32 main:574] : INFO : Epoch 1579 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 2014.8 ms [2022-04-06 15:20:33 main:574] : INFO : Epoch 1580 | loss: 0.0311561 | val_loss: 0.031176 | Time: 1401.13 ms [2022-04-06 15:20:35 main:574] : INFO : Epoch 1581 | loss: 0.031154 | val_loss: 0.0311799 | Time: 1330.79 ms [2022-04-06 15:20:36 main:574] : INFO : Epoch 1582 | loss: 0.0311538 | val_loss: 0.0311751 | Time: 1337.16 ms [2022-04-06 15:20:37 main:574] : INFO : Epoch 1583 | loss: 0.031155 | val_loss: 0.0311772 | Time: 1344.89 ms [2022-04-06 15:20:39 main:574] : INFO : Epoch 1584 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 1340.41 ms [2022-04-06 15:20:40 main:574] : INFO : Epoch 1585 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 1343.87 ms [2022-04-06 15:20:42 main:574] : INFO : Epoch 1586 | loss: 0.03116 | val_loss: 0.031174 | Time: 1610.72 ms [2022-04-06 15:20:43 main:574] : INFO : Epoch 1587 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 1365.48 ms [2022-04-06 15:20:44 main:574] : INFO : Epoch 1588 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 1342.39 ms [2022-04-06 15:20:46 main:574] : INFO : Epoch 1589 | loss: 0.0311541 | val_loss: 0.0311715 | Time: 1344.4 ms [2022-04-06 15:20:47 main:574] : INFO : Epoch 1590 | loss: 0.0311545 | val_loss: 0.0311729 | Time: 1342.1 ms [2022-04-06 15:20:49 main:574] : INFO : Epoch 1591 | loss: 0.0311572 | val_loss: 0.0311752 | Time: 1347.77 ms [2022-04-06 15:20:50 main:574] : INFO : Epoch 1592 | loss: 0.0311601 | val_loss: 0.0311775 | Time: 1340.29 ms [2022-04-06 15:20:51 main:574] : INFO : Epoch 1593 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 1484.03 ms [2022-04-06 15:20:53 main:574] : INFO : Epoch 1594 | loss: 0.03116 | val_loss: 0.0311704 | Time: 1530.19 ms [2022-04-06 15:20:54 main:574] : INFO : Epoch 1595 | loss: 0.0311575 | val_loss: 0.031173 | Time: 1338.68 ms [2022-04-06 15:20:56 main:574] : INFO : Epoch 1596 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 1343.6 ms [2022-04-06 15:20:57 main:574] : INFO : Epoch 1597 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 1338.3 ms [2022-04-06 15:20:58 main:574] : INFO : Epoch 1598 | loss: 0.0311567 | val_loss: 0.0311719 | Time: 1369.77 ms [2022-04-06 15:21:00 main:574] : INFO : Epoch 1599 | loss: 0.0311577 | val_loss: 0.0311822 | Time: 1346.74 ms [2022-04-06 15:21:01 main:574] : INFO : Epoch 1600 | loss: 0.0311563 | val_loss: 0.031171 | Time: 1407.69 ms [2022-04-06 15:21:03 main:574] : INFO : Epoch 1601 | loss: 0.0311532 | val_loss: 0.0311698 | Time: 1600.27 ms [2022-04-06 15:21:04 main:574] : INFO : Epoch 1602 | loss: 0.0311516 | val_loss: 0.0311736 | Time: 1337.61 ms [2022-04-06 15:21:05 main:574] : INFO : Epoch 1603 | loss: 0.0311522 | val_loss: 0.0311752 | Time: 1334.28 ms [2022-04-06 15:21:07 main:574] : INFO : Epoch 1604 | loss: 0.0311514 | val_loss: 0.0311738 | Time: 1343.48 ms [2022-04-06 15:21:08 main:574] : INFO : Epoch 1605 | loss: 0.0311507 | val_loss: 0.0311736 | Time: 1336.44 ms [2022-04-06 15:21:09 main:574] : INFO : Epoch 1606 | loss: 0.0311496 | val_loss: 0.0311745 | Time: 1342.01 ms [2022-04-06 15:21:11 main:574] : INFO : Epoch 1607 | loss: 0.0311506 | val_loss: 0.0311749 | Time: 1331.22 ms [2022-04-06 15:21:12 main:574] : INFO : Epoch 1608 | loss: 0.0311517 | val_loss: 0.031176 | Time: 1608.4 ms [2022-04-06 15:21:14 main:574] : INFO : Epoch 1609 | loss: 0.0311537 | val_loss: 0.0311728 | Time: 1352.69 ms [2022-04-06 15:21:16 main:574] : INFO : Epoch 1610 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 1925 ms [2022-04-06 15:21:19 main:574] : INFO : Epoch 1611 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 2950.04 ms [2022-04-06 15:21:21 main:574] : INFO : Epoch 1612 | loss: 0.031161 | val_loss: 0.0311714 | Time: 2905.11 ms [2022-04-06 15:21:23 main:574] : INFO : Epoch 1613 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 1772.61 ms [2022-04-06 15:21:25 main:574] : INFO : Epoch 1614 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 1723.34 ms [2022-04-06 15:21:27 main:574] : INFO : Epoch 1615 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 1765.67 ms [2022-04-06 15:21:28 main:574] : INFO : Epoch 1616 | loss: 0.0311567 | val_loss: 0.0311722 | Time: 1350.03 ms [2022-04-06 15:21:29 main:574] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311735 | Time: 1369.33 ms [2022-04-06 15:21:41 main:574] : INFO : Epoch 1618 | loss: 0.0311557 | val_loss: 0.0311727 | Time: 11980.7 ms [2022-04-06 15:21:43 main:574] : INFO : Epoch 1619 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 1560.42 ms [2022-04-06 15:21:44 main:574] : INFO : Epoch 1620 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 1396.87 ms [2022-04-06 15:21:46 main:574] : INFO : Epoch 1621 | loss: 0.0311561 | val_loss: 0.0311749 | Time: 1424.83 ms [2022-04-06 15:21:47 main:574] : INFO : Epoch 1622 | loss: 0.0311539 | val_loss: 0.0311732 | Time: 1352.82 ms [2022-04-06 15:21:49 main:574] : INFO : Epoch 1623 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 1351.84 ms [2022-04-06 15:21:50 main:574] : INFO : Epoch 1624 | loss: 0.0311524 | val_loss: 0.0311747 | Time: 1346.72 ms [2022-04-06 15:21:52 main:574] : INFO : Epoch 1625 | loss: 0.0311522 | val_loss: 0.031175 | Time: 1575.42 ms [2022-04-06 15:21:53 main:574] : INFO : Epoch 1626 | loss: 0.0311513 | val_loss: 0.0311763 | Time: 1499.66 ms [2022-04-06 15:21:54 main:574] : INFO : Epoch 1627 | loss: 0.0311529 | val_loss: 0.0311799 | Time: 1348.13 ms [2022-04-06 15:21:56 main:574] : INFO : Epoch 1628 | loss: 0.0311663 | val_loss: 0.0311841 | Time: 1342.47 ms [2022-04-06 15:21:57 main:574] : INFO : Epoch 1629 | loss: 0.031163 | val_loss: 0.0311754 | Time: 1343.42 ms [2022-04-06 15:21:58 main:574] : INFO : Epoch 1630 | loss: 0.031158 | val_loss: 0.0311764 | Time: 1354.71 ms [2022-04-06 15:22:00 main:574] : INFO : Epoch 1631 | loss: 0.0311554 | val_loss: 0.0311742 | Time: 1439.63 ms [2022-04-06 15:22:02 main:574] : INFO : Epoch 1632 | loss: 0.0311534 | val_loss: 0.0311717 | Time: 1693.44 ms [2022-04-06 15:22:03 main:574] : INFO : Epoch 1633 | loss: 0.0311535 | val_loss: 0.0311736 | Time: 1532.77 ms [2022-04-06 15:22:05 main:574] : INFO : Epoch 1634 | loss: 0.0311542 | val_loss: 0.0311768 | Time: 1344.76 ms [2022-04-06 15:22:06 main:574] : INFO : Epoch 1635 | loss: 0.0311546 | val_loss: 0.0311737 | Time: 1338.22 ms [2022-04-06 15:22:07 main:574] : INFO : Epoch 1636 | loss: 0.0311518 | val_loss: 0.0311719 | Time: 1342.14 ms [2022-04-06 15:22:09 main:574] : INFO : Epoch 1637 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 1343.8 ms [2022-04-06 15:22:10 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.031177 | Time: 1350.98 ms [2022-04-06 15:22:11 main:574] : INFO : Epoch 1639 | loss: 0.031154 | val_loss: 0.0311861 | Time: 1572.64 ms [2022-04-06 15:22:13 main:574] : INFO : Epoch 1640 | loss: 0.0311553 | val_loss: 0.0311744 | Time: 1611.1 ms [2022-04-06 15:22:15 main:574] : INFO : Epoch 1641 | loss: 0.0311524 | val_loss: 0.031176 | Time: 1398.13 ms [2022-04-06 15:22:16 main:574] : INFO : Epoch 1642 | loss: 0.0311516 | val_loss: 0.031176 | Time: 1360.29 ms [2022-04-06 15:22:17 main:574] : INFO : Epoch 1643 | loss: 0.0311535 | val_loss: 0.0311753 | Time: 1355.79 ms [2022-04-06 15:22:19 main:574] : INFO : Epoch 1644 | loss: 0.031154 | val_loss: 0.0311711 | Time: 1358.24 ms [2022-04-06 15:22:20 main:574] : INFO : Epoch 1645 | loss: 0.0311556 | val_loss: 0.0311809 | Time: 1367.48 ms [2022-04-06 15:22:22 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.031172 | Time: 1630.42 ms [2022-04-06 15:22:23 main:574] : INFO : Epoch 1647 | loss: 0.0311548 | val_loss: 0.0311736 | Time: 1544.51 ms [2022-04-06 15:22:25 main:574] : INFO : Epoch 1648 | loss: 0.0311484 | val_loss: 0.0311721 | Time: 1370.24 ms [2022-04-06 15:22:26 main:574] : INFO : Epoch 1649 | loss: 0.0311472 | val_loss: 0.0311707 | Time: 1351.57 ms [2022-04-06 15:22:27 main:574] : INFO : Epoch 1650 | loss: 0.0311474 | val_loss: 0.0311739 | Time: 1522.82 ms [2022-04-06 15:22:29 main:574] : INFO : Epoch 1651 | loss: 0.031151 | val_loss: 0.0311788 | Time: 1587.65 ms [2022-04-06 15:22:30 main:574] : INFO : Epoch 1652 | loss: 0.031153 | val_loss: 0.0311728 | Time: 1383.83 ms [2022-04-06 15:22:32 main:574] : INFO : Epoch 1653 | loss: 0.0311509 | val_loss: 0.0311756 | Time: 1752.35 ms [2022-04-06 15:22:34 main:574] : INFO : Epoch 1654 | loss: 0.0311498 | val_loss: 0.031174 | Time: 1743.65 ms [2022-04-06 15:22:35 main:574] : INFO : Epoch 1655 | loss: 0.0311491 | val_loss: 0.0311762 | Time: 1417.81 ms [2022-04-06 15:22:37 main:574] : INFO : Epoch 1656 | loss: 0.0311483 | val_loss: 0.031176 | Time: 1392 ms [2022-04-06 15:22:38 main:574] : INFO : Epoch 1657 | loss: 0.0311495 | val_loss: 0.0311796 | Time: 1349.84 ms [2022-04-06 15:22:39 main:574] : INFO : Epoch 1658 | loss: 0.0311484 | val_loss: 0.0311744 | Time: 1354.8 ms [2022-04-06 15:22:41 main:574] : INFO : Epoch 1659 | loss: 0.0311489 | val_loss: 0.0311871 | Time: 1354.04 ms [2022-04-06 15:22:43 main:574] : INFO : Epoch 1660 | loss: 0.0311512 | val_loss: 0.0311722 | Time: 2128.8 ms [2022-04-06 15:22:44 main:574] : INFO : Epoch 1661 | loss: 0.0311546 | val_loss: 0.0311755 | Time: 1355.69 ms [2022-04-06 15:22:46 main:574] : INFO : Epoch 1662 | loss: 0.0311601 | val_loss: 0.0311759 | Time: 1380.04 ms [2022-04-06 15:22:47 main:574] : INFO : Epoch 1663 | loss: 0.0311558 | val_loss: 0.0311725 | Time: 1374.11 ms [2022-04-06 15:22:48 main:574] : INFO : Epoch 1664 | loss: 0.0311507 | val_loss: 0.031168 | Time: 1357.66 ms [2022-04-06 15:22:50 main:574] : INFO : Epoch 1665 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 1357.32 ms [2022-04-06 15:22:51 main:574] : INFO : Epoch 1666 | loss: 0.0311508 | val_loss: 0.0311736 | Time: 1520.19 ms [2022-04-06 15:22:53 main:574] : INFO : Epoch 1667 | loss: 0.03115 | val_loss: 0.0311723 | Time: 1682.06 ms [2022-04-06 15:22:54 main:574] : INFO : Epoch 1668 | loss: 0.0311488 | val_loss: 0.0311732 | Time: 1366.54 ms [2022-04-06 15:22:56 main:574] : INFO : Epoch 1669 | loss: 0.0311468 | val_loss: 0.0311749 | Time: 1343.17 ms [2022-04-06 15:22:57 main:574] : INFO : Epoch 1670 | loss: 0.0311475 | val_loss: 0.0311758 | Time: 1339.7 ms [2022-04-06 15:22:58 main:574] : INFO : Epoch 1671 | loss: 0.0311446 | val_loss: 0.0311746 | Time: 1352.56 ms [2022-04-06 15:23:00 main:574] : INFO : Epoch 1672 | loss: 0.031145 | val_loss: 0.0311749 | Time: 1351.09 ms [2022-04-06 15:23:01 main:574] : INFO : Epoch 1673 | loss: 0.031146 | val_loss: 0.0311733 | Time: 1380.07 ms [2022-04-06 15:23:03 main:574] : INFO : Epoch 1674 | loss: 0.0311447 | val_loss: 0.0311745 | Time: 1645.02 ms [2022-04-06 15:23:04 main:574] : INFO : Epoch 1675 | loss: 0.0311438 | val_loss: 0.0311764 | Time: 1345.74 ms [2022-04-06 15:23:06 main:574] : INFO : Epoch 1676 | loss: 0.0311447 | val_loss: 0.0311747 | Time: 1348.47 ms [2022-04-06 15:23:07 main:574] : INFO : Epoch 1677 | loss: 0.0311435 | val_loss: 0.0311758 | Time: 1337.58 ms [2022-04-06 15:23:08 main:574] : INFO : Epoch 1678 | loss: 0.0311429 | val_loss: 0.0311762 | Time: 1345.82 ms [2022-04-06 15:23:10 main:574] : INFO : Epoch 1679 | loss: 0.0311434 | val_loss: 0.0311761 | Time: 1366.83 ms [2022-04-06 15:23:11 main:574] : INFO : Epoch 1680 | loss: 0.0311443 | val_loss: 0.0311743 | Time: 1343.57 ms [2022-04-06 15:23:13 main:574] : INFO : Epoch 1681 | loss: 0.0311416 | val_loss: 0.0311831 | Time: 1740.53 ms [2022-04-06 15:23:14 main:574] : INFO : Epoch 1682 | loss: 0.0311424 | val_loss: 0.0311768 | Time: 1390.47 ms [2022-04-06 15:23:15 main:574] : INFO : Epoch 1683 | loss: 0.0311444 | val_loss: 0.0311826 | Time: 1407.47 ms [2022-04-06 15:23:17 main:574] : INFO : Epoch 1684 | loss: 0.0311591 | val_loss: 0.0311805 | Time: 1451.19 ms [2022-04-06 15:23:18 main:574] : INFO : Epoch 1685 | loss: 0.0311684 | val_loss: 0.0311781 | Time: 1413.51 ms [2022-04-06 15:23:20 main:574] : INFO : Epoch 1686 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1370.24 ms [2022-04-06 15:23:21 main:574] : INFO : Epoch 1687 | loss: 0.0311691 | val_loss: 0.0311712 | Time: 1422.44 ms [2022-04-06 15:23:23 main:574] : INFO : Epoch 1688 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 1698.37 ms [2022-04-06 15:23:24 main:574] : INFO : Epoch 1689 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1430.55 ms [2022-04-06 15:23:26 main:574] : INFO : Epoch 1690 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 1455.54 ms [2022-04-06 15:23:27 main:574] : INFO : Epoch 1691 | loss: 0.0311536 | val_loss: 0.0311709 | Time: 1429.96 ms [2022-04-06 15:23:29 main:574] : INFO : Epoch 1692 | loss: 0.0311529 | val_loss: 0.0311729 | Time: 1387.17 ms [2022-04-06 15:23:30 main:574] : INFO : Epoch 1693 | loss: 0.0311525 | val_loss: 0.0311774 | Time: 1389.46 ms [2022-04-06 15:23:31 main:574] : INFO : Epoch 1694 | loss: 0.031151 | val_loss: 0.0311694 | Time: 1444.65 ms [2022-04-06 15:23:33 main:574] : INFO : Epoch 1695 | loss: 0.0311513 | val_loss: 0.0311739 | Time: 1620.57 ms [2022-04-06 15:23:34 main:574] : INFO : Epoch 1696 | loss: 0.0311503 | val_loss: 0.0311705 | Time: 1434.29 ms [2022-04-06 15:23:36 main:574] : INFO : Epoch 1697 | loss: 0.0311488 | val_loss: 0.0311749 | Time: 1356.05 ms [2022-04-06 15:23:37 main:574] : INFO : Epoch 1698 | loss: 0.0311496 | val_loss: 0.031173 | Time: 1345.36 ms [2022-04-06 15:23:39 main:574] : INFO : Epoch 1699 | loss: 0.0311474 | val_loss: 0.0311728 | Time: 1345.25 ms [2022-04-06 15:23:40 main:574] : INFO : Epoch 1700 | loss: 0.0311476 | val_loss: 0.0311732 | Time: 1345.88 ms [2022-04-06 15:23:41 main:574] : INFO : Epoch 1701 | loss: 0.0311463 | val_loss: 0.0311731 | Time: 1423.12 ms [2022-04-06 15:23:43 main:574] : INFO : Epoch 1702 | loss: 0.0311456 | val_loss: 0.0311736 | Time: 1684.46 ms [2022-04-06 15:23:44 main:574] : INFO : Epoch 1703 | loss: 0.0311461 | val_loss: 0.0311783 | Time: 1379.32 ms [2022-04-06 15:23:46 main:574] : INFO : Epoch 1704 | loss: 0.0311472 | val_loss: 0.0311734 | Time: 1341.39 ms [2022-04-06 15:23:47 main:574] : INFO : Epoch 1705 | loss: 0.0311492 | val_loss: 0.0311732 | Time: 1345.4 ms [2022-04-06 15:23:48 main:574] : INFO : Epoch 1706 | loss: 0.0311466 | val_loss: 0.0311739 | Time: 1341.89 ms [2022-04-06 15:23:50 main:574] : INFO : Epoch 1707 | loss: 0.0311461 | val_loss: 0.0311744 | Time: 1389.72 ms [2022-04-06 15:23:51 main:574] : INFO : Epoch 1708 | loss: 0.0311484 | val_loss: 0.0311762 | Time: 1381.1 ms [2022-04-06 15:23:53 main:574] : INFO : Epoch 1709 | loss: 0.0311469 | val_loss: 0.0311759 | Time: 1708.15 ms [2022-04-06 15:23:54 main:574] : INFO : Epoch 1710 | loss: 0.0311469 | val_loss: 0.0311741 | Time: 1351.52 ms [2022-04-06 15:23:56 main:574] : INFO : Epoch 1711 | loss: 0.0311483 | val_loss: 0.0311721 | Time: 1385.64 ms [2022-04-06 15:23:57 main:574] : INFO : Epoch 1712 | loss: 0.0311451 | val_loss: 0.0311739 | Time: 1371.2 ms [2022-04-06 15:23:58 main:574] : INFO : Epoch 1713 | loss: 0.0311466 | val_loss: 0.0311736 | Time: 1343.5 ms [2022-04-06 15:24:00 main:574] : INFO : Epoch 1714 | loss: 0.0311476 | val_loss: 0.0311744 | Time: 1343.88 ms [2022-04-06 15:24:01 main:574] : INFO : Epoch 1715 | loss: 0.0311449 | val_loss: 0.0311749 | Time: 1355.04 ms [2022-04-06 15:24:03 main:574] : INFO : Epoch 1716 | loss: 0.0311446 | val_loss: 0.0311731 | Time: 1646.95 ms [2022-04-06 15:24:04 main:574] : INFO : Epoch 1717 | loss: 0.0311452 | val_loss: 0.0311737 | Time: 1357.09 ms [2022-04-06 15:24:06 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311773 | Time: 1349.42 ms [2022-04-06 15:24:07 main:574] : INFO : Epoch 1719 | loss: 0.0311433 | val_loss: 0.0311738 | Time: 1336.65 ms [2022-04-06 15:24:08 main:574] : INFO : Epoch 1720 | loss: 0.0311426 | val_loss: 0.0311748 | Time: 1338.55 ms [2022-04-06 15:24:10 main:574] : INFO : Epoch 1721 | loss: 0.0311455 | val_loss: 0.0311728 | Time: 1341.78 ms [2022-04-06 15:24:11 main:574] : INFO : Epoch 1722 | loss: 0.0311461 | val_loss: 0.0311733 | Time: 1338.41 ms [2022-04-06 15:24:13 main:574] : INFO : Epoch 1723 | loss: 0.0311463 | val_loss: 0.0311735 | Time: 1716 ms [2022-04-06 15:24:14 main:574] : INFO : Epoch 1724 | loss: 0.0311424 | val_loss: 0.0311762 | Time: 1345.32 ms [2022-04-06 15:24:15 main:574] : INFO : Epoch 1725 | loss: 0.0311441 | val_loss: 0.0311744 | Time: 1341.28 ms [2022-04-06 15:24:17 main:574] : INFO : Epoch 1726 | loss: 0.0311461 | val_loss: 0.0311729 | Time: 1453.5 ms [2022-04-06 15:24:18 main:574] : INFO : Epoch 1727 | loss: 0.0311447 | val_loss: 0.0311776 | Time: 1367.14 ms [2022-04-06 15:24:19 main:574] : INFO : Epoch 1728 | loss: 0.0311439 | val_loss: 0.0311752 | Time: 1363.7 ms [2022-04-06 15:24:21 main:574] : INFO : Epoch 1729 | loss: 0.031143 | val_loss: 0.0311735 | Time: 1407.1 ms [2022-04-06 15:24:23 main:574] : INFO : Epoch 1730 | loss: 0.0311421 | val_loss: 0.0311759 | Time: 1809.22 ms [2022-04-06 15:24:24 main:574] : INFO : Epoch 1731 | loss: 0.0311431 | val_loss: 0.0311735 | Time: 1467.61 ms [2022-04-06 15:24:26 main:574] : INFO : Epoch 1732 | loss: 0.0311469 | val_loss: 0.0311757 | Time: 1376.42 ms [2022-04-06 15:24:27 main:574] : INFO : Epoch 1733 | loss: 0.0311455 | val_loss: 0.0311764 | Time: 1390.67 ms [2022-04-06 15:24:28 main:574] : INFO : Epoch 1734 | loss: 0.0311471 | val_loss: 0.0311745 | Time: 1433.72 ms [2022-04-06 15:24:30 main:574] : INFO : Epoch 1735 | loss: 0.0311492 | val_loss: 0.0311709 | Time: 1389.52 ms [2022-04-06 15:24:31 main:574] : INFO : Epoch 1736 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 1399.28 ms [2022-04-06 15:24:33 main:574] : INFO : Epoch 1737 | loss: 0.0311483 | val_loss: 0.0311691 | Time: 1921.75 ms [2022-04-06 15:24:35 main:574] : INFO : Epoch 1738 | loss: 0.0311466 | val_loss: 0.0311704 | Time: 1386.32 ms [2022-04-06 15:24:36 main:574] : INFO : Epoch 1739 | loss: 0.0311454 | val_loss: 0.0311675 | Time: 1448.1 ms [2022-04-06 15:24:37 main:574] : INFO : Epoch 1740 | loss: 0.0311492 | val_loss: 0.0311742 | Time: 1388.88 ms [2022-04-06 15:24:39 main:574] : INFO : Epoch 1741 | loss: 0.0311485 | val_loss: 0.0311732 | Time: 1366.33 ms [2022-04-06 15:24:40 main:574] : INFO : Epoch 1742 | loss: 0.0311468 | val_loss: 0.0311732 | Time: 1372.28 ms [2022-04-06 15:24:42 main:574] : INFO : Epoch 1743 | loss: 0.0311464 | val_loss: 0.0311712 | Time: 1472.43 ms [2022-04-06 15:24:43 main:574] : INFO : Epoch 1744 | loss: 0.0311516 | val_loss: 0.0311787 | Time: 1664.55 ms [2022-04-06 15:24:45 main:574] : INFO : Epoch 1745 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1372.47 ms [2022-04-06 15:24:46 main:574] : INFO : Epoch 1746 | loss: 0.0311641 | val_loss: 0.031175 | Time: 1371.53 ms [2022-04-06 15:24:47 main:574] : INFO : Epoch 1747 | loss: 0.0311613 | val_loss: 0.0311785 | Time: 1369.96 ms [2022-04-06 15:24:49 main:574] : INFO : Epoch 1748 | loss: 0.0311647 | val_loss: 0.03118 | Time: 1410.06 ms [2022-04-06 15:24:50 main:574] : INFO : Epoch 1749 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 1461.8 ms [2022-04-06 15:24:52 main:574] : INFO : Epoch 1750 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 1644.96 ms [2022-04-06 15:24:54 main:574] : INFO : Epoch 1751 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 1611.81 ms [2022-04-06 15:24:55 main:574] : INFO : Epoch 1752 | loss: 0.0311606 | val_loss: 0.0311762 | Time: 1467.72 ms [2022-04-06 15:24:57 main:574] : INFO : Epoch 1753 | loss: 0.0311594 | val_loss: 0.0311803 | Time: 1570.73 ms [2022-04-06 15:24:58 main:574] : INFO : Epoch 1754 | loss: 0.031161 | val_loss: 0.0311737 | Time: 1454.92 ms [2022-04-06 15:24:59 main:574] : INFO : Epoch 1755 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 1376.54 ms [2022-04-06 15:25:01 main:574] : INFO : Epoch 1756 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 1409.12 ms [2022-04-06 15:25:13 main:574] : INFO : Epoch 1757 | loss: 0.0311588 | val_loss: 0.0311728 | Time: 12106.5 ms [2022-04-06 15:25:15 main:574] : INFO : Epoch 1758 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 1604.63 ms [2022-04-06 15:25:16 main:574] : INFO : Epoch 1759 | loss: 0.0311603 | val_loss: 0.0311727 | Time: 1498.4 ms [2022-04-06 15:25:17 main:574] : INFO : Epoch 1760 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 1378.47 ms [2022-04-06 15:25:19 main:574] : INFO : Epoch 1761 | loss: 0.0311542 | val_loss: 0.0311723 | Time: 1364.29 ms [2022-04-06 15:25:20 main:574] : INFO : Epoch 1762 | loss: 0.0311562 | val_loss: 0.0311691 | Time: 1349.95 ms [2022-04-06 15:25:22 main:574] : INFO : Epoch 1763 | loss: 0.0311532 | val_loss: 0.0311711 | Time: 1476.72 ms [2022-04-06 15:25:23 main:574] : INFO : Epoch 1764 | loss: 0.0311556 | val_loss: 0.0311779 | Time: 1640.89 ms [2022-04-06 15:25:25 main:574] : INFO : Epoch 1765 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1371.12 ms [2022-04-06 15:25:26 main:574] : INFO : Epoch 1766 | loss: 0.0311602 | val_loss: 0.0311751 | Time: 1355.83 ms [2022-04-06 15:25:27 main:574] : INFO : Epoch 1767 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1382.73 ms [2022-04-06 15:25:29 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 1375.46 ms [2022-04-06 15:25:30 main:574] : INFO : Epoch 1769 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1431.58 ms [2022-04-06 15:25:32 main:574] : INFO : Epoch 1770 | loss: 0.0311921 | val_loss: 0.0312086 | Time: 1610.49 ms [2022-04-06 15:25:34 main:574] : INFO : Epoch 1771 | loss: 0.0311928 | val_loss: 0.0311853 | Time: 1810.85 ms [2022-04-06 15:25:35 main:574] : INFO : Epoch 1772 | loss: 0.0311861 | val_loss: 0.031184 | Time: 1395.3 ms [2022-04-06 15:25:36 main:574] : INFO : Epoch 1773 | loss: 0.0311844 | val_loss: 0.0311823 | Time: 1421.44 ms [2022-04-06 15:25:38 main:574] : INFO : Epoch 1774 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1395.55 ms [2022-04-06 15:25:39 main:574] : INFO : Epoch 1775 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1388.25 ms [2022-04-06 15:25:41 main:574] : INFO : Epoch 1776 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 1419.81 ms [2022-04-06 15:25:42 main:574] : INFO : Epoch 1777 | loss: 0.031177 | val_loss: 0.0311784 | Time: 1602.3 ms [2022-04-06 15:25:54 main:574] : INFO : Epoch 1778 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 12088.6 ms [2022-04-06 15:25:57 main:574] : INFO : Epoch 1779 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2197.38 ms [2022-04-06 15:25:59 main:574] : INFO : Epoch 1780 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 2311.81 ms [2022-04-06 15:26:02 main:574] : INFO : Epoch 1781 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 2680.36 ms [2022-04-06 15:26:03 main:574] : INFO : Epoch 1782 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1597.41 ms [2022-04-06 15:26:05 main:574] : INFO : Epoch 1783 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 1343.09 ms [2022-04-06 15:26:06 main:574] : INFO : Epoch 1784 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 1374.87 ms [2022-04-06 15:26:07 main:574] : INFO : Epoch 1785 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 1446.83 ms [2022-04-06 15:26:09 main:574] : INFO : Epoch 1786 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 1383.22 ms [2022-04-06 15:26:10 main:574] : INFO : Epoch 1787 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 1423.61 ms [2022-04-06 15:26:12 main:574] : INFO : Epoch 1788 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 1845.58 ms [2022-04-06 15:26:14 main:574] : INFO : Epoch 1789 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 1501.77 ms [2022-04-06 15:26:15 main:574] : INFO : Epoch 1790 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 1411.17 ms [2022-04-06 15:26:16 main:574] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 1396.57 ms [2022-04-06 15:26:18 main:574] : INFO : Epoch 1792 | loss: 0.031172 | val_loss: 0.031177 | Time: 1453.15 ms [2022-04-06 15:26:19 main:574] : INFO : Epoch 1793 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 1370.47 ms [2022-04-06 15:26:21 main:574] : INFO : Epoch 1794 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 1394.29 ms [2022-04-06 15:26:22 main:574] : INFO : Epoch 1795 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 1733.54 ms [2022-04-06 15:26:35 main:574] : INFO : Epoch 1796 | loss: 0.0311711 | val_loss: 0.0311838 | Time: 12370 ms [2022-04-06 15:26:38 main:574] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 2888 ms [2022-04-06 15:26:40 main:574] : INFO : Epoch 1798 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2556.89 ms [2022-04-06 15:26:43 main:574] : INFO : Epoch 1799 | loss: 0.0311722 | val_loss: 0.0311805 | Time: 2275.1 ms [2022-04-06 15:26:44 main:574] : INFO : Epoch 1800 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 1500.44 ms [2022-04-06 15:26:46 main:574] : INFO : Epoch 1801 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 1460.89 ms [2022-04-06 15:26:47 main:574] : INFO : Epoch 1802 | loss: 0.0311692 | val_loss: 0.0311794 | Time: 1368.54 ms [2022-04-06 15:26:48 main:574] : INFO : Epoch 1803 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 1372.83 ms [2022-04-06 15:26:50 main:574] : INFO : Epoch 1804 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1367.95 ms [2022-04-06 15:26:51 main:574] : INFO : Epoch 1805 | loss: 0.0311676 | val_loss: 0.031178 | Time: 1339.4 ms [2022-04-06 15:26:53 main:574] : INFO : Epoch 1806 | loss: 0.0311672 | val_loss: 0.0311784 | Time: 1622.07 ms [2022-04-06 15:26:54 main:574] : INFO : Epoch 1807 | loss: 0.0311673 | val_loss: 0.031176 | Time: 1357.9 ms [2022-04-06 15:26:55 main:574] : INFO : Epoch 1808 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 1393.13 ms [2022-04-06 15:26:57 main:574] : INFO : Epoch 1809 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 1414.78 ms [2022-04-06 15:26:58 main:574] : INFO : Epoch 1810 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1373.05 ms [2022-04-06 15:27:00 main:574] : INFO : Epoch 1811 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 1398.77 ms [2022-04-06 15:27:01 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 1355.04 ms [2022-04-06 15:27:03 main:574] : INFO : Epoch 1813 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 2008.88 ms [2022-04-06 15:27:04 main:574] : INFO : Epoch 1814 | loss: 0.031165 | val_loss: 0.0311764 | Time: 1477.38 ms [2022-04-06 15:27:06 main:574] : INFO : Epoch 1815 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 1394.18 ms [2022-04-06 15:27:07 main:574] : INFO : Epoch 1816 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 1608.04 ms [2022-04-06 15:27:09 main:574] : INFO : Epoch 1817 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 1428.94 ms [2022-04-06 15:27:10 main:574] : INFO : Epoch 1818 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 1350.9 ms [2022-04-06 15:27:12 main:574] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 1447.07 ms [2022-04-06 15:27:13 main:574] : INFO : Epoch 1820 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 1770.75 ms [2022-04-06 15:27:15 main:574] : INFO : Epoch 1821 | loss: 0.0311656 | val_loss: 0.03118 | Time: 1581.21 ms [2022-04-06 15:27:17 main:574] : INFO : Epoch 1822 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 1766.78 ms [2022-04-06 15:27:19 main:574] : INFO : Epoch 1823 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 1905.65 ms [2022-04-06 15:27:21 main:574] : INFO : Epoch 1824 | loss: 0.0311627 | val_loss: 0.0311791 | Time: 2063.36 ms [2022-04-06 15:27:23 main:574] : INFO : Epoch 1825 | loss: 0.0311654 | val_loss: 0.0311796 | Time: 2528.37 ms [2022-04-06 15:27:25 main:574] : INFO : Epoch 1826 | loss: 0.0311656 | val_loss: 0.0311778 | Time: 1653.1 ms [2022-04-06 15:27:26 main:574] : INFO : Epoch 1827 | loss: 0.0311652 | val_loss: 0.0311788 | Time: 1415.37 ms [2022-04-06 15:27:28 main:574] : INFO : Epoch 1828 | loss: 0.0311623 | val_loss: 0.0311829 | Time: 1394.21 ms [2022-04-06 15:27:29 main:574] : INFO : Epoch 1829 | loss: 0.0311671 | val_loss: 0.0311816 | Time: 1349.32 ms [2022-04-06 15:27:31 main:574] : INFO : Epoch 1830 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1360.14 ms [2022-04-06 15:27:32 main:574] : INFO : Epoch 1831 | loss: 0.0311607 | val_loss: 0.0311784 | Time: 1858.88 ms [2022-04-06 15:27:44 main:574] : INFO : Epoch 1832 | loss: 0.031161 | val_loss: 0.0311751 | Time: 12016.1 ms [2022-04-06 15:27:47 main:574] : INFO : Epoch 1833 | loss: 0.0311591 | val_loss: 0.031178 | Time: 2758.41 ms [2022-04-06 15:27:50 main:574] : INFO : Epoch 1834 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 2905.69 ms [2022-04-06 15:27:53 main:574] : INFO : Epoch 1835 | loss: 0.0311603 | val_loss: 0.0311742 | Time: 2633.38 ms [2022-04-06 15:28:05 main:574] : INFO : Epoch 1836 | loss: 0.0311629 | val_loss: 0.0311766 | Time: 12110 ms [2022-04-06 15:28:08 main:574] : INFO : Epoch 1837 | loss: 0.0311611 | val_loss: 0.0311759 | Time: 2806.35 ms [2022-04-06 15:28:10 main:574] : INFO : Epoch 1838 | loss: 0.0311609 | val_loss: 0.0311832 | Time: 2480.6 ms [2022-04-06 15:28:13 main:574] : INFO : Epoch 1839 | loss: 0.0311611 | val_loss: 0.031176 | Time: 2343.04 ms [2022-04-06 15:28:14 main:574] : INFO : Epoch 1840 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 1625.81 ms [2022-04-06 15:28:16 main:574] : INFO : Epoch 1841 | loss: 0.0311599 | val_loss: 0.0311785 | Time: 1511.71 ms [2022-04-06 15:28:17 main:574] : INFO : Epoch 1842 | loss: 0.0311607 | val_loss: 0.0311834 | Time: 1369.19 ms [2022-04-06 15:28:19 main:574] : INFO : Epoch 1843 | loss: 0.0311609 | val_loss: 0.0311783 | Time: 1379.85 ms [2022-04-06 15:28:20 main:574] : INFO : Epoch 1844 | loss: 0.0311612 | val_loss: 0.0311767 | Time: 1369.81 ms [2022-04-06 15:28:21 main:574] : INFO : Epoch 1845 | loss: 0.0311594 | val_loss: 0.0311797 | Time: 1329.79 ms [2022-04-06 15:28:23 main:574] : INFO : Epoch 1846 | loss: 0.0311581 | val_loss: 0.0311757 | Time: 1689.29 ms [2022-04-06 15:28:24 main:574] : INFO : Epoch 1847 | loss: 0.0311611 | val_loss: 0.0311828 | Time: 1353.45 ms [2022-04-06 15:28:26 main:574] : INFO : Epoch 1848 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 1357.87 ms [2022-04-06 15:28:27 main:574] : INFO : Epoch 1849 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 1347.02 ms [2022-04-06 15:28:28 main:574] : INFO : Epoch 1850 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 1372.28 ms [2022-04-06 15:28:30 main:574] : INFO : Epoch 1851 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 1440.09 ms [2022-04-06 15:28:31 main:574] : INFO : Epoch 1852 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 1373.46 ms [2022-04-06 15:28:33 main:574] : INFO : Epoch 1853 | loss: 0.0311609 | val_loss: 0.0311812 | Time: 1614.15 ms [2022-04-06 15:28:34 main:574] : INFO : Epoch 1854 | loss: 0.0311616 | val_loss: 0.0311781 | Time: 1357.15 ms [2022-04-06 15:28:36 main:574] : INFO : Epoch 1855 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 1333.99 ms [2022-04-06 15:28:37 main:574] : INFO : Epoch 1856 | loss: 0.0311665 | val_loss: 0.0311779 | Time: 1331.41 ms [2022-04-06 15:28:38 main:574] : INFO : Epoch 1857 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1338.46 ms [2022-04-06 15:28:40 main:574] : INFO : Epoch 1858 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 1336.3 ms [2022-04-06 15:28:41 main:574] : INFO : Epoch 1859 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 1343.24 ms [2022-04-06 15:28:43 main:574] : INFO : Epoch 1860 | loss: 0.0311716 | val_loss: 0.0311848 | Time: 1694.04 ms [2022-04-06 15:28:44 main:574] : INFO : Epoch 1861 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 1432.26 ms [2022-04-06 15:28:46 main:574] : INFO : Epoch 1862 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1435.25 ms [2022-04-06 15:28:47 main:574] : INFO : Epoch 1863 | loss: 0.0311656 | val_loss: 0.031174 | Time: 1391.82 ms [2022-04-06 15:28:48 main:574] : INFO : Epoch 1864 | loss: 0.0311641 | val_loss: 0.031174 | Time: 1381.34 ms [2022-04-06 15:28:50 main:574] : INFO : Epoch 1865 | loss: 0.031164 | val_loss: 0.0311823 | Time: 1401.03 ms [2022-04-06 15:28:51 main:574] : INFO : Epoch 1866 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 1471.44 ms [2022-04-06 15:28:53 main:574] : INFO : Epoch 1867 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 1595.05 ms [2022-04-06 15:28:54 main:574] : INFO : Epoch 1868 | loss: 0.0311663 | val_loss: 0.0311762 | Time: 1529.37 ms [2022-04-06 15:28:56 main:574] : INFO : Epoch 1869 | loss: 0.031168 | val_loss: 0.0311799 | Time: 1446.55 ms [2022-04-06 15:28:57 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 1483.35 ms [2022-04-06 15:28:59 main:574] : INFO : Epoch 1871 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 1349.68 ms [2022-04-06 15:29:00 main:574] : INFO : Epoch 1872 | loss: 0.0311621 | val_loss: 0.031177 | Time: 1394.58 ms [2022-04-06 15:29:01 main:574] : INFO : Epoch 1873 | loss: 0.031162 | val_loss: 0.0311777 | Time: 1340.22 ms [2022-04-06 15:29:03 main:574] : INFO : Epoch 1874 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 1671.27 ms [2022-04-06 15:29:05 main:574] : INFO : Epoch 1875 | loss: 0.0311642 | val_loss: 0.031179 | Time: 1453.33 ms [2022-04-06 15:29:07 main:574] : INFO : Epoch 1876 | loss: 0.0311647 | val_loss: 0.0311821 | Time: 2503.85 ms [2022-04-06 15:29:10 main:574] : INFO : Epoch 1877 | loss: 0.0311704 | val_loss: 0.0312007 | Time: 2565.22 ms [2022-04-06 15:29:12 main:574] : INFO : Epoch 1878 | loss: 0.0311709 | val_loss: 0.031185 | Time: 2746.02 ms [2022-04-06 15:29:14 main:574] : INFO : Epoch 1879 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 1555.04 ms [2022-04-06 15:29:15 main:574] : INFO : Epoch 1880 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 1333.22 ms [2022-04-06 15:29:17 main:574] : INFO : Epoch 1881 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 1341.89 ms [2022-04-06 15:29:18 main:574] : INFO : Epoch 1882 | loss: 0.031167 | val_loss: 0.0311759 | Time: 1332.28 ms [2022-04-06 15:29:19 main:574] : INFO : Epoch 1883 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1335.61 ms [2022-04-06 15:29:21 main:574] : INFO : Epoch 1884 | loss: 0.031163 | val_loss: 0.0311752 | Time: 1331.85 ms [2022-04-06 15:29:22 main:574] : INFO : Epoch 1885 | loss: 0.0311642 | val_loss: 0.0311836 | Time: 1474.83 ms [2022-04-06 15:29:24 main:574] : INFO : Epoch 1886 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 1531.77 ms [2022-04-06 15:29:25 main:574] : INFO : Epoch 1887 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 1332.09 ms [2022-04-06 15:29:26 main:574] : INFO : Epoch 1888 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 1383.51 ms [2022-04-06 15:29:28 main:574] : INFO : Epoch 1889 | loss: 0.0311627 | val_loss: 0.031177 | Time: 1341.15 ms [2022-04-06 15:29:29 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311828 | Time: 1345.32 ms [2022-04-06 15:29:30 main:574] : INFO : Epoch 1891 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 1333.8 ms [2022-04-06 15:29:32 main:574] : INFO : Epoch 1892 | loss: 0.0311597 | val_loss: 0.031173 | Time: 1358.81 ms [2022-04-06 15:29:33 main:574] : INFO : Epoch 1893 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 1667.99 ms [2022-04-06 15:29:35 main:574] : INFO : Epoch 1894 | loss: 0.0311587 | val_loss: 0.0311752 | Time: 1338.72 ms [2022-04-06 15:29:36 main:574] : INFO : Epoch 1895 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 1339.47 ms [2022-04-06 15:29:37 main:574] : INFO : Epoch 1896 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 1362.93 ms [2022-04-06 15:29:39 main:574] : INFO : Epoch 1897 | loss: 0.0311598 | val_loss: 0.0311724 | Time: 1342.28 ms [2022-04-06 15:29:40 main:574] : INFO : Epoch 1898 | loss: 0.0311604 | val_loss: 0.0311735 | Time: 1337.33 ms [2022-04-06 15:29:41 main:574] : INFO : Epoch 1899 | loss: 0.0311599 | val_loss: 0.0311739 | Time: 1342.42 ms [2022-04-06 15:29:43 main:574] : INFO : Epoch 1900 | loss: 0.0311575 | val_loss: 0.0311736 | Time: 1722.52 ms [2022-04-06 15:29:45 main:574] : INFO : Epoch 1901 | loss: 0.0311575 | val_loss: 0.0311739 | Time: 1343.6 ms [2022-04-06 15:29:46 main:574] : INFO : Epoch 1902 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 1342.19 ms [2022-04-06 15:29:47 main:574] : INFO : Epoch 1903 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 1338.32 ms [2022-04-06 15:29:49 main:574] : INFO : Epoch 1904 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 1342.79 ms [2022-04-06 15:29:50 main:574] : INFO : Epoch 1905 | loss: 0.0311574 | val_loss: 0.0311723 | Time: 1335.16 ms [2022-04-06 15:29:51 main:574] : INFO : Epoch 1906 | loss: 0.0311555 | val_loss: 0.0311741 | Time: 1333.47 ms [2022-04-06 15:29:53 main:574] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311755 | Time: 1625.46 ms [2022-04-06 15:29:54 main:574] : INFO : Epoch 1908 | loss: 0.0311575 | val_loss: 0.0311777 | Time: 1352.87 ms [2022-04-06 15:29:56 main:574] : INFO : Epoch 1909 | loss: 0.0311568 | val_loss: 0.0311758 | Time: 1339.54 ms [2022-04-06 15:29:57 main:574] : INFO : Epoch 1910 | loss: 0.03116 | val_loss: 0.0311746 | Time: 1354.65 ms [2022-04-06 15:29:58 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311728 | Time: 1347.65 ms [2022-04-06 15:30:00 main:574] : INFO : Epoch 1912 | loss: 0.0311616 | val_loss: 0.031173 | Time: 1378.89 ms [2022-04-06 15:30:01 main:574] : INFO : Epoch 1913 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 1338.77 ms [2022-04-06 15:30:03 main:574] : INFO : Epoch 1914 | loss: 0.0311582 | val_loss: 0.0311835 | Time: 1597.27 ms [2022-04-06 15:30:04 main:574] : INFO : Epoch 1915 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 1437.71 ms [2022-04-06 15:30:06 main:574] : INFO : Epoch 1916 | loss: 0.0311835 | val_loss: 0.0311783 | Time: 1858.73 ms [2022-04-06 15:30:09 main:574] : INFO : Epoch 1917 | loss: 0.0311808 | val_loss: 0.0311779 | Time: 2786.8 ms [2022-04-06 15:30:12 main:574] : INFO : Epoch 1918 | loss: 0.0311791 | val_loss: 0.0311763 | Time: 2682.2 ms [2022-04-06 15:30:14 main:574] : INFO : Epoch 1919 | loss: 0.0311772 | val_loss: 0.031177 | Time: 1966.97 ms [2022-04-06 15:30:15 main:574] : INFO : Epoch 1920 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 1432.86 ms [2022-04-06 15:30:16 main:574] : INFO : Epoch 1921 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1427.97 ms [2022-04-06 15:30:18 main:574] : INFO : Epoch 1922 | loss: 0.0311785 | val_loss: 0.0311742 | Time: 1439.24 ms [2022-04-06 15:30:19 main:574] : INFO : Epoch 1923 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1433.66 ms [2022-04-06 15:30:21 main:574] : INFO : Epoch 1924 | loss: 0.0311758 | val_loss: 0.031176 | Time: 1429.09 ms [2022-04-06 15:30:22 main:574] : INFO : Epoch 1925 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 1630.65 ms [2022-04-06 15:30:24 main:574] : INFO : Epoch 1926 | loss: 0.0311775 | val_loss: 0.0311775 | Time: 1739.56 ms [2022-04-06 15:30:26 main:574] : INFO : Epoch 1927 | loss: 0.031173 | val_loss: 0.0311742 | Time: 1504.24 ms [2022-04-06 15:30:27 main:574] : INFO : Epoch 1928 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 1408.06 ms [2022-04-06 15:30:28 main:574] : INFO : Epoch 1929 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1478.16 ms [2022-04-06 15:30:30 main:574] : INFO : Epoch 1930 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 1487.78 ms [2022-04-06 15:30:31 main:574] : INFO : Epoch 1931 | loss: 0.0311821 | val_loss: 0.0311779 | Time: 1407.45 ms [2022-04-06 15:30:33 main:574] : INFO : Epoch 1932 | loss: 0.0311807 | val_loss: 0.0311783 | Time: 1839.54 ms [2022-04-06 15:30:35 main:574] : INFO : Epoch 1933 | loss: 0.0311785 | val_loss: 0.0311754 | Time: 1341.75 ms [2022-04-06 15:30:36 main:574] : INFO : Epoch 1934 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 1344.37 ms [2022-04-06 15:30:37 main:574] : INFO : Epoch 1935 | loss: 0.0311766 | val_loss: 0.031186 | Time: 1340.88 ms [2022-04-06 15:30:39 main:574] : INFO : Epoch 1936 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 1375.89 ms [2022-04-06 15:30:40 main:574] : INFO : Epoch 1937 | loss: 0.0311793 | val_loss: 0.0311862 | Time: 1343.03 ms [2022-04-06 15:30:41 main:574] : INFO : Epoch 1938 | loss: 0.0311795 | val_loss: 0.0311756 | Time: 1354.1 ms [2022-04-06 15:30:43 main:574] : INFO : Epoch 1939 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 1723.66 ms [2022-04-06 15:30:44 main:574] : INFO : Epoch 1940 | loss: 0.0311747 | val_loss: 0.0311747 | Time: 1398.41 ms [2022-04-06 15:30:46 main:574] : INFO : Epoch 1941 | loss: 0.0311734 | val_loss: 0.0311724 | Time: 1366.97 ms [2022-04-06 15:30:47 main:574] : INFO : Epoch 1942 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 1481.21 ms [2022-04-06 15:30:49 main:574] : INFO : Epoch 1943 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 1395.69 ms [2022-04-06 15:30:50 main:574] : INFO : Epoch 1944 | loss: 0.0311708 | val_loss: 0.0311728 | Time: 1349.47 ms [2022-04-06 15:30:51 main:574] : INFO : Epoch 1945 | loss: 0.031171 | val_loss: 0.0311717 | Time: 1350.18 ms [2022-04-06 15:30:53 main:574] : INFO : Epoch 1946 | loss: 0.0311693 | val_loss: 0.031172 | Time: 1612.06 ms [2022-04-06 15:30:54 main:574] : INFO : Epoch 1947 | loss: 0.031171 | val_loss: 0.031173 | Time: 1381.98 ms [2022-04-06 15:30:56 main:574] : INFO : Epoch 1948 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 1598.63 ms [2022-04-06 15:30:57 main:574] : INFO : Epoch 1949 | loss: 0.0311691 | val_loss: 0.031172 | Time: 1445.89 ms [2022-04-06 15:30:59 main:574] : INFO : Epoch 1950 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 1383.08 ms [2022-04-06 15:31:00 main:574] : INFO : Epoch 1951 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 1402.36 ms [2022-04-06 15:31:02 main:574] : INFO : Epoch 1952 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 1352.18 ms [2022-04-06 15:31:03 main:574] : INFO : Epoch 1953 | loss: 0.031174 | val_loss: 0.0311726 | Time: 1834.02 ms [2022-04-06 15:31:05 main:574] : INFO : Epoch 1954 | loss: 0.0311743 | val_loss: 0.0311719 | Time: 1498.16 ms [2022-04-06 15:31:07 main:574] : INFO : Epoch 1955 | loss: 0.0311707 | val_loss: 0.0311712 | Time: 2143.69 ms [2022-04-06 15:31:09 main:574] : INFO : Epoch 1956 | loss: 0.03117 | val_loss: 0.0311731 | Time: 2347.7 ms [2022-04-06 15:31:13 main:574] : INFO : Epoch 1957 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 3062.58 ms [2022-04-06 15:31:14 main:574] : INFO : Epoch 1958 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 1498.81 ms [2022-04-06 15:31:15 main:574] : INFO : Epoch 1959 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 1355.52 ms [2022-04-06 15:31:17 main:574] : INFO : Epoch 1960 | loss: 0.0311754 | val_loss: 0.0311737 | Time: 1371.1 ms [2022-04-06 15:31:18 main:574] : INFO : Epoch 1961 | loss: 0.0311722 | val_loss: 0.0311726 | Time: 1337.05 ms [2022-04-06 15:31:20 main:574] : INFO : Epoch 1962 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1406.87 ms [2022-04-06 15:31:21 main:574] : INFO : Epoch 1963 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 1407.93 ms [2022-04-06 15:31:23 main:574] : INFO : Epoch 1964 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1824.02 ms [2022-04-06 15:31:24 main:574] : INFO : Epoch 1965 | loss: 0.0311713 | val_loss: 0.031174 | Time: 1405.43 ms [2022-04-06 15:31:26 main:574] : INFO : Epoch 1966 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1371.47 ms [2022-04-06 15:31:27 main:574] : INFO : Epoch 1967 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 1372.89 ms [2022-04-06 15:31:28 main:574] : INFO : Epoch 1968 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 1372.54 ms [2022-04-06 15:31:30 main:574] : INFO : Epoch 1969 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 1366.86 ms [2022-04-06 15:31:31 main:574] : INFO : Epoch 1970 | loss: 0.031165 | val_loss: 0.0311724 | Time: 1371.59 ms [2022-04-06 15:31:33 main:574] : INFO : Epoch 1971 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1592.07 ms [2022-04-06 15:31:34 main:574] : INFO : Epoch 1972 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1469.52 ms [2022-04-06 15:31:36 main:574] : INFO : Epoch 1973 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 1367.03 ms [2022-04-06 15:31:37 main:574] : INFO : Epoch 1974 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 1370.93 ms [2022-04-06 15:31:38 main:574] : INFO : Epoch 1975 | loss: 0.031167 | val_loss: 0.0311743 | Time: 1361.39 ms [2022-04-06 15:31:40 main:574] : INFO : Epoch 1976 | loss: 0.031174 | val_loss: 0.0311746 | Time: 1361.88 ms [2022-04-06 15:31:41 main:574] : INFO : Epoch 1977 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 1446.7 ms [2022-04-06 15:31:43 main:574] : INFO : Epoch 1978 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 1774.92 ms [2022-04-06 15:31:44 main:574] : INFO : Epoch 1979 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 1389.87 ms [2022-04-06 15:31:46 main:574] : INFO : Epoch 1980 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 1364.07 ms [2022-04-06 15:31:47 main:574] : INFO : Epoch 1981 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1362.37 ms [2022-04-06 15:31:48 main:574] : INFO : Epoch 1982 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 1361.54 ms [2022-04-06 15:31:50 main:574] : INFO : Epoch 1983 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 1363.75 ms [2022-04-06 15:31:51 main:574] : INFO : Epoch 1984 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 1370.14 ms [2022-04-06 15:31:53 main:574] : INFO : Epoch 1985 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 1605.32 ms [2022-04-06 15:31:54 main:574] : INFO : Epoch 1986 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 1540.8 ms [2022-04-06 15:31:56 main:574] : INFO : Epoch 1987 | loss: 0.0311651 | val_loss: 0.0311811 | Time: 1368.16 ms [2022-04-06 15:31:57 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311714 | Time: 1404.68 ms [2022-04-06 15:31:58 main:574] : INFO : Epoch 1989 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 1416.01 ms [2022-04-06 15:32:00 main:574] : INFO : Epoch 1990 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 1390.87 ms [2022-04-06 15:32:01 main:574] : INFO : Epoch 1991 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 1387.7 ms [2022-04-06 15:32:03 main:574] : INFO : Epoch 1992 | loss: 0.0311632 | val_loss: 0.031171 | Time: 2184.47 ms [2022-04-06 15:32:05 main:574] : INFO : Epoch 1993 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 1483.21 ms [2022-04-06 15:32:07 main:574] : INFO : Epoch 1994 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 2136.79 ms [2022-04-06 15:32:09 main:574] : INFO : Epoch 1995 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 2385.95 ms [2022-04-06 15:32:12 main:574] : INFO : Epoch 1996 | loss: 0.0311678 | val_loss: 0.031171 | Time: 2322.87 ms [2022-04-06 15:32:14 main:574] : INFO : Epoch 1997 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1896.3 ms [2022-04-06 15:32:15 main:574] : INFO : Epoch 1998 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 1369.79 ms [2022-04-06 15:32:16 main:574] : INFO : Epoch 1999 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 1378.53 ms [2022-04-06 15:32:18 main:574] : INFO : Epoch 2000 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 1365.42 ms [2022-04-06 15:32:19 main:574] : INFO : Epoch 2001 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 1366.55 ms [2022-04-06 15:32:21 main:574] : INFO : Epoch 2002 | loss: 0.031163 | val_loss: 0.031172 | Time: 1367.04 ms [2022-04-06 15:32:22 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 1398.06 ms [2022-04-06 15:32:24 main:574] : INFO : Epoch 2004 | loss: 0.0311628 | val_loss: 0.031177 | Time: 1766.3 ms [2022-04-06 15:32:25 main:574] : INFO : Epoch 2005 | loss: 0.0311624 | val_loss: 0.0311681 | Time: 1392.05 ms [2022-04-06 15:32:27 main:574] : INFO : Epoch 2006 | loss: 0.031163 | val_loss: 0.0311711 | Time: 1372.42 ms [2022-04-06 15:32:28 main:574] : INFO : Epoch 2007 | loss: 0.0311612 | val_loss: 0.0311686 | Time: 1365.15 ms [2022-04-06 15:32:29 main:574] : INFO : Epoch 2008 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 1367.21 ms [2022-04-06 15:32:31 main:574] : INFO : Epoch 2009 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 1359.5 ms [2022-04-06 15:32:32 main:574] : INFO : Epoch 2010 | loss: 0.0311615 | val_loss: 0.0311709 | Time: 1408.2 ms [2022-04-06 15:32:34 main:574] : INFO : Epoch 2011 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 1626.35 ms [2022-04-06 15:32:35 main:574] : INFO : Epoch 2012 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 1361.98 ms [2022-04-06 15:32:36 main:574] : INFO : Epoch 2013 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 1365.07 ms [2022-04-06 15:32:38 main:574] : INFO : Epoch 2014 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 1379.73 ms [2022-04-06 15:32:39 main:574] : INFO : Epoch 2015 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1369.71 ms [2022-04-06 15:32:41 main:574] : INFO : Epoch 2016 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 1364.98 ms [2022-04-06 15:32:42 main:574] : INFO : Epoch 2017 | loss: 0.0311599 | val_loss: 0.0311706 | Time: 1383.82 ms [2022-04-06 15:32:44 main:574] : INFO : Epoch 2018 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 1831.24 ms [2022-04-06 15:32:45 main:574] : INFO : Epoch 2019 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 1363.18 ms [2022-04-06 15:32:47 main:574] : INFO : Epoch 2020 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 1365.52 ms [2022-04-06 15:32:48 main:574] : INFO : Epoch 2021 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1365.71 ms [2022-04-06 15:32:49 main:574] : INFO : Epoch 2022 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 1411.55 ms [2022-04-06 15:32:51 main:574] : INFO : Epoch 2023 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 1367.17 ms [2022-04-06 15:32:52 main:574] : INFO : Epoch 2024 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1401.22 ms [2022-04-06 15:32:54 main:574] : INFO : Epoch 2025 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1667.26 ms [2022-04-06 15:32:55 main:574] : INFO : Epoch 2026 | loss: 0.03116 | val_loss: 0.0311684 | Time: 1366.73 ms [2022-04-06 15:32:57 main:574] : INFO : Epoch 2027 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 1366.86 ms [2022-04-06 15:32:58 main:574] : INFO : Epoch 2028 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 1371.1 ms [2022-04-06 15:32:59 main:574] : INFO : Epoch 2029 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 1390.88 ms [2022-04-06 15:33:01 main:574] : INFO : Epoch 2030 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 1368.38 ms [2022-04-06 15:33:02 main:574] : INFO : Epoch 2031 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1406.39 ms [2022-04-06 15:33:04 main:574] : INFO : Epoch 2032 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 1636.85 ms [2022-04-06 15:33:05 main:574] : INFO : Epoch 2033 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 1378.09 ms [2022-04-06 15:33:06 main:574] : INFO : Epoch 2034 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1370.23 ms [2022-04-06 15:33:08 main:574] : INFO : Epoch 2035 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 1370.78 ms [2022-04-06 15:33:10 main:574] : INFO : Epoch 2036 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1900.22 ms [2022-04-06 15:33:12 main:574] : INFO : Epoch 2037 | loss: 0.0311705 | val_loss: 0.0311714 | Time: 2412.95 ms [2022-04-06 15:33:14 main:574] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 1669.62 ms [2022-04-06 15:33:15 main:574] : INFO : Epoch 2039 | loss: 0.031176 | val_loss: 0.0311738 | Time: 1335.23 ms [2022-04-06 15:33:17 main:574] : INFO : Epoch 2040 | loss: 0.0311771 | val_loss: 0.0311717 | Time: 1338.51 ms [2022-04-06 15:33:18 main:574] : INFO : Epoch 2041 | loss: 0.0311742 | val_loss: 0.0311719 | Time: 1333.01 ms [2022-04-06 15:33:19 main:574] : INFO : Epoch 2042 | loss: 0.0311738 | val_loss: 0.0311741 | Time: 1339.65 ms [2022-04-06 15:33:21 main:574] : INFO : Epoch 2043 | loss: 0.0311759 | val_loss: 0.0311753 | Time: 1334.14 ms [2022-04-06 15:33:22 main:574] : INFO : Epoch 2044 | loss: 0.0311726 | val_loss: 0.0311719 | Time: 1339.54 ms [2022-04-06 15:33:24 main:574] : INFO : Epoch 2045 | loss: 0.0311724 | val_loss: 0.0311734 | Time: 1601.6 ms [2022-04-06 15:33:25 main:574] : INFO : Epoch 2046 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 1345.12 ms [2022-04-06 15:33:26 main:574] : INFO : Epoch 2047 | loss: 0.0311704 | val_loss: 0.031172 | Time: 1332.83 ms [2022-04-06 15:33:28 main:574] : INFO : Epoch 2048 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 1330.93 ms [2022-04-06 15:33:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2022-04-06 15:33:28 main:603] : INFO : Saving end state to config to file [2022-04-06 15:33:28 main:608] : INFO : Success, exiting.. 15:33:28 (15144): 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)