Task 4720619
| Name | ParityModified-1617073479-16357-2_0 |
| Workunit | 2725296 |
| Created | 9 Apr 2021, 0:02:54 UTC |
| Sent | 13 Apr 2021, 23:00:13 UTC |
| Report deadline | 20 Apr 2021, 23:00:13 UTC |
| Received | 14 Apr 2021, 0:37:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 48 min 25 sec |
| CPU time | 46 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 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: 0.0311817 | val_loss: 0.0311657 | Time: 1404.77 ms
[2021-04-13 20:25:21 main:574] : INFO : Epoch 1543 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 1415.8 ms
[2021-04-13 20:25:22 main:574] : INFO : Epoch 1544 | loss: 0.0311617 | val_loss: 0.0311635 | Time: 1418.8 ms
[2021-04-13 20:25:23 main:574] : INFO : Epoch 1545 | loss: 0.0311668 | val_loss: 0.0311615 | Time: 1424.34 ms
[2021-04-13 20:25:25 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311573 | Time: 1424.48 ms
[2021-04-13 20:25:26 main:574] : INFO : Epoch 1547 | loss: 0.0311576 | val_loss: 0.0311595 | Time: 1425.73 ms
[2021-04-13 20:25:28 main:574] : INFO : Epoch 1548 | loss: 0.0311565 | val_loss: 0.0311606 | Time: 1428 ms
[2021-04-13 20:25:29 main:574] : INFO : Epoch 1549 | loss: 0.0311556 | val_loss: 0.0311601 | Time: 1425.95 ms
[2021-04-13 20:25:31 main:574] : INFO : Epoch 1550 | loss: 0.0311535 | val_loss: 0.0311582 | Time: 1485.02 ms
[2021-04-13 20:25:32 main:574] : INFO : Epoch 1551 | loss: 0.031157 | val_loss: 0.0311628 | Time: 1430.45 ms
[2021-04-13 20:25:34 main:574] : INFO : Epoch 1552 | loss: 0.0311553 | val_loss: 0.0311606 | Time: 1431.76 ms
[2021-04-13 20:25:35 main:574] : INFO : Epoch 1553 | loss: 0.031156 | val_loss: 0.0311601 | Time: 1430.69 ms
[2021-04-13 20:25:37 main:574] : INFO : Epoch 1554 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 1430.72 ms
[2021-04-13 20:25:38 main:574] : INFO : Epoch 1555 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 1428.43 ms
[2021-04-13 20:25:39 main:574] : INFO : Epoch 1556 | loss: 0.0311551 | val_loss: 0.0311576 | Time: 1432.18 ms
[2021-04-13 20:25:41 main:574] : INFO : Epoch 1557 | loss: 0.0311535 | val_loss: 0.0311589 | Time: 1425.23 ms
[2021-04-13 20:25:42 main:574] : INFO : Epoch 1558 | loss: 0.0311499 | val_loss: 0.0311564 | Time: 1424.13 ms
[2021-04-13 20:25:44 main:574] : INFO : Epoch 1559 | loss: 0.0311519 | val_loss: 0.0311588 | Time: 1427.73 ms
[2021-04-13 20:25:45 main:574] : INFO : Epoch 1560 | loss: 0.03115 | val_loss: 0.0311582 | Time: 1427.34 ms
[2021-04-13 20:25:47 main:574] : INFO : Epoch 1561 | loss: 0.0311505 | val_loss: 0.0311603 | Time: 1425.05 ms
[2021-04-13 20:25:48 main:574] : INFO : Epoch 1562 | loss: 0.0311516 | val_loss: 0.0311566 | Time: 1429.23 ms
[2021-04-13 20:25:50 main:574] : INFO : Epoch 1563 | loss: 0.0311546 | val_loss: 0.0311585 | Time: 1425.88 ms
[2021-04-13 20:25:51 main:574] : INFO : Epoch 1564 | loss: 0.0311496 | val_loss: 0.0311595 | Time: 1425.29 ms
[2021-04-13 20:25:52 main:574] : INFO : Epoch 1565 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 1427.87 ms
[2021-04-13 20:25:54 main:574] : INFO : Epoch 1566 | loss: 0.031157 | val_loss: 0.0311591 | Time: 1428.76 ms
[2021-04-13 20:25:55 main:574] : INFO : Epoch 1567 | loss: 0.0311526 | val_loss: 0.0311572 | Time: 1430.42 ms
[2021-04-13 20:25:57 main:574] : INFO : Epoch 1568 | loss: 0.0311513 | val_loss: 0.0311563 | Time: 1433.2 ms
[2021-04-13 20:25:58 main:574] : INFO : Epoch 1569 | loss: 0.031152 | val_loss: 0.0311577 | Time: 1433.83 ms
[2021-04-13 20:26:00 main:574] : INFO : Epoch 1570 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 1431.63 ms
[2021-04-13 20:26:01 main:574] : INFO : Epoch 1571 | loss: 0.0311507 | val_loss: 0.031154 | Time: 1431.38 ms
[2021-04-13 20:26:03 main:574] : INFO : Epoch 1572 | loss: 0.0311534 | val_loss: 0.0311695 | Time: 1433.8 ms
[2021-04-13 20:26:04 main:574] : INFO : Epoch 1573 | loss: 0.0311517 | val_loss: 0.0311594 | Time: 1433.58 ms
[2021-04-13 20:26:06 main:574] : INFO : Epoch 1574 | loss: 0.0311516 | val_loss: 0.0311577 | Time: 1430.09 ms
[2021-04-13 20:26:07 main:574] : INFO : Epoch 1575 | loss: 0.0311537 | val_loss: 0.031161 | Time: 1430.18 ms
[2021-04-13 20:26:08 main:574] : INFO : Epoch 1576 | loss: 0.0311517 | val_loss: 0.0311567 | Time: 1430.63 ms
[2021-04-13 20:26:10 main:574] : INFO : Epoch 1577 | loss: 0.0311537 | val_loss: 0.031164 | Time: 1430.67 ms
[2021-04-13 20:26:11 main:574] : INFO : Epoch 1578 | loss: 0.0311581 | val_loss: 0.0311578 | Time: 1428.7 ms
[2021-04-13 20:26:13 main:574] : INFO : Epoch 1579 | loss: 0.0311536 | val_loss: 0.0311584 | Time: 1430.58 ms
[2021-04-13 20:26:15 main:574] : INFO : Epoch 1580 | loss: 0.031151 | val_loss: 0.0311555 | Time: 1658.47 ms
[2021-04-13 20:26:16 main:574] : INFO : Epoch 1581 | loss: 0.0311494 | val_loss: 0.0311519 | Time: 1503.89 ms
[2021-04-13 20:26:17 main:574] : INFO : Epoch 1582 | loss: 0.0311508 | val_loss: 0.0311569 | Time: 1441.39 ms
[2021-04-13 20:26:19 main:574] : INFO : Epoch 1583 | loss: 0.0311476 | val_loss: 0.0311513 | Time: 1437.65 ms
[2021-04-13 20:26:20 main:574] : INFO : Epoch 1584 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 1428.26 ms
[2021-04-13 20:26:22 main:574] : INFO : Epoch 1585 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1434.92 ms
[2021-04-13 20:26:23 main:574] : INFO : Epoch 1586 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 1429.68 ms
[2021-04-13 20:26:25 main:574] : INFO : Epoch 1587 | loss: 0.0311773 | val_loss: 0.0311736 | Time: 1454.44 ms
[2021-04-13 20:26:26 main:574] : INFO : Epoch 1588 | loss: 0.0311796 | val_loss: 0.031175 | Time: 1438.13 ms
[2021-04-13 20:26:28 main:574] : INFO : Epoch 1589 | loss: 0.0311788 | val_loss: 0.0311748 | Time: 1432.91 ms
[2021-04-13 20:26:29 main:574] : INFO : Epoch 1590 | loss: 0.0311786 | val_loss: 0.031174 | Time: 1583 ms
[2021-04-13 20:26:31 main:574] : INFO : Epoch 1591 | loss: 0.0311803 | val_loss: 0.031178 | Time: 1500.85 ms
[2021-04-13 20:26:32 main:574] : INFO : Epoch 1592 | loss: 0.0311775 | val_loss: 0.031175 | Time: 1490.23 ms
[2021-04-13 20:26:34 main:574] : INFO : Epoch 1593 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1474.97 ms
[2021-04-13 20:26:35 main:574] : INFO : Epoch 1594 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 1450.05 ms
[2021-04-13 20:26:37 main:574] : INFO : Epoch 1595 | loss: 0.0311726 | val_loss: 0.0311713 | Time: 1435.88 ms
[2021-04-13 20:26:38 main:574] : INFO : Epoch 1596 | loss: 0.0311804 | val_loss: 0.0311813 | Time: 1495.8 ms
[2021-04-13 20:26:40 main:574] : INFO : Epoch 1597 | loss: 0.0311758 | val_loss: 0.0311722 | Time: 1444.92 ms
[2021-04-13 20:26:41 main:574] : INFO : Epoch 1598 | loss: 0.0311742 | val_loss: 0.0311708 | Time: 1432.96 ms
[2021-04-13 20:26:43 main:574] : INFO : Epoch 1599 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 1435.09 ms
[2021-04-13 20:26:44 main:574] : INFO : Epoch 1600 | loss: 0.0311744 | val_loss: 0.0311741 | Time: 1435.98 ms
[2021-04-13 20:26:46 main:574] : INFO : Epoch 1601 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 1434.53 ms
[2021-04-13 20:26:47 main:574] : INFO : Epoch 1602 | loss: 0.0311746 | val_loss: 0.0311684 | Time: 1433.51 ms
[2021-04-13 20:26:48 main:574] : INFO : Epoch 1603 | loss: 0.0311686 | val_loss: 0.0311629 | Time: 1434.14 ms
[2021-04-13 20:26:50 main:574] : INFO : Epoch 1604 | loss: 0.0311683 | val_loss: 0.0311671 | Time: 1433.72 ms
[2021-04-13 20:26:51 main:574] : INFO : Epoch 1605 | loss: 0.0311686 | val_loss: 0.0311632 | Time: 1427.18 ms
[2021-04-13 20:26:53 main:574] : INFO : Epoch 1606 | loss: 0.0311667 | val_loss: 0.0311662 | Time: 1429.75 ms
[2021-04-13 20:26:54 main:574] : INFO : Epoch 1607 | loss: 0.0311657 | val_loss: 0.0311638 | Time: 1429.38 ms
[2021-04-13 20:26:56 main:574] : INFO : Epoch 1608 | loss: 0.0311666 | val_loss: 0.031165 | Time: 1434.1 ms
[2021-04-13 20:26:57 main:574] : INFO : Epoch 1609 | loss: 0.0311634 | val_loss: 0.0311635 | Time: 1431.52 ms
[2021-04-13 20:26:59 main:574] : INFO : Epoch 1610 | loss: 0.0311673 | val_loss: 0.0311625 | Time: 1446.85 ms
[2021-04-13 20:27:00 main:574] : INFO : Epoch 1611 | loss: 0.0311677 | val_loss: 0.0311653 | Time: 1435.37 ms
[2021-04-13 20:27:02 main:574] : INFO : Epoch 1612 | loss: 0.0311677 | val_loss: 0.0311633 | Time: 1460 ms
[2021-04-13 20:27:03 main:574] : INFO : Epoch 1613 | loss: 0.0311634 | val_loss: 0.0311608 | Time: 1419.75 ms
[2021-04-13 20:27:04 main:574] : INFO : Epoch 1614 | loss: 0.0311635 | val_loss: 0.0311603 | Time: 1434.09 ms
[2021-04-13 20:27:06 main:574] : INFO : Epoch 1615 | loss: 0.0311609 | val_loss: 0.0311664 | Time: 1432.12 ms
[2021-04-13 20:27:07 main:574] : INFO : Epoch 1616 | loss: 0.0311602 | val_loss: 0.031158 | Time: 1434.21 ms
[2021-04-13 20:27:09 main:574] : INFO : Epoch 1617 | loss: 0.0311597 | val_loss: 0.0311605 | Time: 1444.89 ms
[2021-04-13 20:27:10 main:574] : INFO : Epoch 1618 | loss: 0.0311605 | val_loss: 0.0311578 | Time: 1431.4 ms
[2021-04-13 20:27:12 main:574] : INFO : Epoch 1619 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 1431.74 ms
[2021-04-13 20:27:13 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1431.38 ms
[2021-04-13 20:27:15 main:574] : INFO : Epoch 1621 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 1429.99 ms
[2021-04-13 20:27:16 main:574] : INFO : Epoch 1622 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 1437.15 ms
[2021-04-13 20:27:18 main:574] : INFO : Epoch 1623 | loss: 0.031177 | val_loss: 0.031172 | Time: 1434.35 ms
[2021-04-13 20:27:19 main:574] : INFO : Epoch 1624 | loss: 0.0311742 | val_loss: 0.0311723 | Time: 1456.47 ms
[2021-04-13 20:27:20 main:574] : INFO : Epoch 1625 | loss: 0.0311732 | val_loss: 0.0311688 | Time: 1431.72 ms
[2021-04-13 20:27:22 main:574] : INFO : Epoch 1626 | loss: 0.0311716 | val_loss: 0.0311693 | Time: 1436.85 ms
[2021-04-13 20:27:23 main:574] : INFO : Epoch 1627 | loss: 0.0311679 | val_loss: 0.0311663 | Time: 1430.86 ms
[2021-04-13 20:27:25 main:574] : INFO : Epoch 1628 | loss: 0.0311658 | val_loss: 0.0311652 | Time: 1434.86 ms
[2021-04-13 20:27:26 main:574] : INFO : Epoch 1629 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 1432.71 ms
[2021-04-13 20:27:28 main:574] : INFO : Epoch 1630 | loss: 0.031165 | val_loss: 0.0311693 | Time: 1432.66 ms
[2021-04-13 20:27:29 main:574] : INFO : Epoch 1631 | loss: 0.0311643 | val_loss: 0.0311646 | Time: 1448.15 ms
[2021-04-13 20:27:31 main:574] : INFO : Epoch 1632 | loss: 0.0311648 | val_loss: 0.0311666 | Time: 1429.01 ms
[2021-04-13 20:27:32 main:574] : INFO : Epoch 1633 | loss: 0.031166 | val_loss: 0.031169 | Time: 1432.43 ms
[2021-04-13 20:27:34 main:574] : INFO : Epoch 1634 | loss: 0.031166 | val_loss: 0.0311656 | Time: 1432.13 ms
[2021-04-13 20:27:35 main:574] : INFO : Epoch 1635 | loss: 0.0311622 | val_loss: 0.0311633 | Time: 1433.26 ms
[2021-04-13 20:27:36 main:574] : INFO : Epoch 1636 | loss: 0.0311643 | val_loss: 0.031166 | Time: 1434.26 ms
[2021-04-13 20:27:38 main:574] : INFO : Epoch 1637 | loss: 0.031163 | val_loss: 0.0311663 | Time: 1436.87 ms
[2021-04-13 20:27:39 main:574] : INFO : Epoch 1638 | loss: 0.0311616 | val_loss: 0.0311628 | Time: 1430.99 ms
[2021-04-13 20:27:41 main:574] : INFO : Epoch 1639 | loss: 0.0311633 | val_loss: 0.031172 | Time: 1431.56 ms
[2021-04-13 20:27:42 main:574] : INFO : Epoch 1640 | loss: 0.0311643 | val_loss: 0.0311648 | Time: 1434.57 ms
[2021-04-13 20:27:44 main:574] : INFO : Epoch 1641 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 1433.24 ms
[2021-04-13 20:27:45 main:574] : INFO : Epoch 1642 | loss: 0.0311613 | val_loss: 0.0311654 | Time: 1432.68 ms
[2021-04-13 20:27:47 main:574] : INFO : Epoch 1643 | loss: 0.0311598 | val_loss: 0.0311632 | Time: 1432.41 ms
[2021-04-13 20:27:48 main:574] : INFO : Epoch 1644 | loss: 0.0311604 | val_loss: 0.031164 | Time: 1436.78 ms
[2021-04-13 20:27:50 main:574] : INFO : Epoch 1645 | loss: 0.0311616 | val_loss: 0.0311662 | Time: 1458.49 ms
[2021-04-13 20:27:51 main:574] : INFO : Epoch 1646 | loss: 0.0311586 | val_loss: 0.0311637 | Time: 1434.86 ms
[2021-04-13 20:27:53 main:574] : INFO : Epoch 1647 | loss: 0.0311594 | val_loss: 0.0311643 | Time: 1436.94 ms
[2021-04-13 20:27:54 main:574] : INFO : Epoch 1648 | loss: 0.0311593 | val_loss: 0.0311624 | Time: 1433.68 ms
[2021-04-13 20:27:55 main:574] : INFO : Epoch 1649 | loss: 0.03116 | val_loss: 0.0311717 | Time: 1437.2 ms
[2021-04-13 20:27:57 main:574] : INFO : Epoch 1650 | loss: 0.0311624 | val_loss: 0.0311627 | Time: 1454.98 ms
[2021-04-13 20:27:58 main:574] : INFO : Epoch 1651 | loss: 0.0311592 | val_loss: 0.0311664 | Time: 1447.97 ms
[2021-04-13 20:28:00 main:574] : INFO : Epoch 1652 | loss: 0.0311578 | val_loss: 0.031163 | Time: 1569.79 ms
[2021-04-13 20:28:01 main:574] : INFO : Epoch 1653 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 1442.94 ms
[2021-04-13 20:28:03 main:574] : INFO : Epoch 1654 | loss: 0.0311575 | val_loss: 0.0311627 | Time: 1440.76 ms
[2021-04-13 20:28:04 main:574] : INFO : Epoch 1655 | loss: 0.031156 | val_loss: 0.0311635 | Time: 1438.16 ms
[2021-04-13 20:28:06 main:574] : INFO : Epoch 1656 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 1439.93 ms
[2021-04-13 20:28:07 main:574] : INFO : Epoch 1657 | loss: 0.0311557 | val_loss: 0.0311627 | Time: 1433.5 ms
[2021-04-13 20:28:09 main:574] : INFO : Epoch 1658 | loss: 0.0311553 | val_loss: 0.0311622 | Time: 1436.42 ms
[2021-04-13 20:28:10 main:574] : INFO : Epoch 1659 | loss: 0.0311573 | val_loss: 0.0311623 | Time: 1437.63 ms
[2021-04-13 20:28:12 main:574] : INFO : Epoch 1660 | loss: 0.031157 | val_loss: 0.0311624 | Time: 1434.53 ms
[2021-04-13 20:28:13 main:574] : INFO : Epoch 1661 | loss: 0.0311557 | val_loss: 0.0311628 | Time: 1434.77 ms
[2021-04-13 20:28:15 main:574] : INFO : Epoch 1662 | loss: 0.0311564 | val_loss: 0.0311614 | Time: 1471.57 ms
[2021-04-13 20:28:16 main:574] : INFO : Epoch 1663 | loss: 0.0311566 | val_loss: 0.0311622 | Time: 1438.86 ms
[2021-04-13 20:28:17 main:574] : INFO : Epoch 1664 | loss: 0.0311585 | val_loss: 0.0311645 | Time: 1440.07 ms
[2021-04-13 20:28:19 main:574] : INFO : Epoch 1665 | loss: 0.031157 | val_loss: 0.0311619 | Time: 1436.35 ms
[2021-04-13 20:28:20 main:574] : INFO : Epoch 1666 | loss: 0.0311564 | val_loss: 0.0311613 | Time: 1444.81 ms
[2021-04-13 20:28:22 main:574] : INFO : Epoch 1667 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 1436.61 ms
[2021-04-13 20:28:23 main:574] : INFO : Epoch 1668 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 1434.42 ms
[2021-04-13 20:28:25 main:574] : INFO : Epoch 1669 | loss: 0.0311561 | val_loss: 0.0311598 | Time: 1431.53 ms
[2021-04-13 20:28:26 main:574] : INFO : Epoch 1670 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 1438.14 ms
[2021-04-13 20:28:28 main:574] : INFO : Epoch 1671 | loss: 0.0311557 | val_loss: 0.0311616 | Time: 1437.08 ms
[2021-04-13 20:28:29 main:574] : INFO : Epoch 1672 | loss: 0.0311598 | val_loss: 0.03118 | Time: 1444.72 ms
[2021-04-13 20:28:31 main:574] : INFO : Epoch 1673 | loss: 0.031165 | val_loss: 0.031164 | Time: 1438.9 ms
[2021-04-13 20:28:32 main:574] : INFO : Epoch 1674 | loss: 0.0311602 | val_loss: 0.031164 | Time: 1511.66 ms
[2021-04-13 20:28:34 main:574] : INFO : Epoch 1675 | loss: 0.0311589 | val_loss: 0.0311635 | Time: 1475.04 ms
[2021-04-13 20:28:35 main:574] : INFO : Epoch 1676 | loss: 0.0311573 | val_loss: 0.0311604 | Time: 1452.91 ms
[2021-04-13 20:28:36 main:574] : INFO : Epoch 1677 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 1438.36 ms
[2021-04-13 20:28:38 main:574] : INFO : Epoch 1678 | loss: 0.0311619 | val_loss: 0.0311652 | Time: 1437.95 ms
[2021-04-13 20:28:39 main:574] : INFO : Epoch 1679 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 1437.78 ms
[2021-04-13 20:28:41 main:574] : INFO : Epoch 1680 | loss: 0.0311594 | val_loss: 0.0311672 | Time: 1454.76 ms
[2021-04-13 20:28:42 main:574] : INFO : Epoch 1681 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 1437.33 ms
[2021-04-13 20:28:44 main:574] : INFO : Epoch 1682 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 1468.53 ms
[2021-04-13 20:28:45 main:574] : INFO : Epoch 1683 | loss: 0.03116 | val_loss: 0.0311653 | Time: 1435.34 ms
[2021-04-13 20:28:47 main:574] : INFO : Epoch 1684 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 1433.61 ms
[2021-04-13 20:28:48 main:574] : INFO : Epoch 1685 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1434.88 ms
[2021-04-13 20:28:50 main:574] : INFO : Epoch 1686 | loss: 0.0311689 | val_loss: 0.031169 | Time: 1435.55 ms
[2021-04-13 20:28:51 main:574] : INFO : Epoch 1687 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1436.83 ms
[2021-04-13 20:28:52 main:574] : INFO : Epoch 1688 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 1432.84 ms
[2021-04-13 20:28:54 main:574] : INFO : Epoch 1689 | loss: 0.031163 | val_loss: 0.0311654 | Time: 1432.3 ms
[2021-04-13 20:28:55 main:574] : INFO : Epoch 1690 | loss: 0.0311636 | val_loss: 0.0311661 | Time: 1430.73 ms
[2021-04-13 20:28:57 main:574] : INFO : Epoch 1691 | loss: 0.0311638 | val_loss: 0.031169 | Time: 1431.7 ms
[2021-04-13 20:28:58 main:574] : INFO : Epoch 1692 | loss: 0.031161 | val_loss: 0.0311661 | Time: 1492.59 ms
[2021-04-13 20:29:00 main:574] : INFO : Epoch 1693 | loss: 0.031159 | val_loss: 0.0311639 | Time: 1494.71 ms
[2021-04-13 20:29:01 main:574] : INFO : Epoch 1694 | loss: 0.0311568 | val_loss: 0.0311611 | Time: 1438.11 ms
[2021-04-13 20:29:03 main:574] : INFO : Epoch 1695 | loss: 0.0311582 | val_loss: 0.0311622 | Time: 1433.88 ms
[2021-04-13 20:29:04 main:574] : INFO : Epoch 1696 | loss: 0.0311582 | val_loss: 0.0311616 | Time: 1428.91 ms
[2021-04-13 20:29:06 main:574] : INFO : Epoch 1697 | loss: 0.0311555 | val_loss: 0.0311591 | Time: 1433.48 ms
[2021-04-13 20:29:07 main:574] : INFO : Epoch 1698 | loss: 0.0311551 | val_loss: 0.0311604 | Time: 1431.69 ms
[2021-04-13 20:29:09 main:574] : INFO : Epoch 1699 | loss: 0.0311543 | val_loss: 0.0311602 | Time: 1433.56 ms
[2021-04-13 20:29:10 main:574] : INFO : Epoch 1700 | loss: 0.0311536 | val_loss: 0.0311635 | Time: 1431.47 ms
[2021-04-13 20:29:12 main:574] : INFO : Epoch 1701 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 1434.89 ms
[2021-04-13 20:29:13 main:574] : INFO : Epoch 1702 | loss: 0.0311529 | val_loss: 0.031159 | Time: 1432.65 ms
[2021-04-13 20:29:14 main:574] : INFO : Epoch 1703 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 1435.01 ms
[2021-04-13 20:29:16 main:574] : INFO : Epoch 1704 | loss: 0.0311566 | val_loss: 0.0311644 | Time: 1434.06 ms
[2021-04-13 20:29:17 main:574] : INFO : Epoch 1705 | loss: 0.0311578 | val_loss: 0.0311638 | Time: 1437.08 ms
[2021-04-13 20:29:19 main:574] : INFO : Epoch 1706 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 1429.57 ms
[2021-04-13 20:29:20 main:574] : INFO : Epoch 1707 | loss: 0.0311554 | val_loss: 0.0311617 | Time: 1435.05 ms
[2021-04-13 20:29:22 main:574] : INFO : Epoch 1708 | loss: 0.0311508 | val_loss: 0.0311572 | Time: 1446.12 ms
[2021-04-13 20:29:23 main:574] : INFO : Epoch 1709 | loss: 0.0311499 | val_loss: 0.0311584 | Time: 1432.39 ms
[2021-04-13 20:29:25 main:574] : INFO : Epoch 1710 | loss: 0.0311501 | val_loss: 0.0311607 | Time: 1432.68 ms
[2021-04-13 20:29:26 main:574] : INFO : Epoch 1711 | loss: 0.0311508 | val_loss: 0.0311577 | Time: 1429.71 ms
[2021-04-13 20:29:28 main:574] : INFO : Epoch 1712 | loss: 0.0311515 | val_loss: 0.0311591 | Time: 1429.76 ms
[2021-04-13 20:29:29 main:574] : INFO : Epoch 1713 | loss: 0.0311514 | val_loss: 0.0311578 | Time: 1433.34 ms
[2021-04-13 20:29:30 main:574] : INFO : Epoch 1714 | loss: 0.0311521 | val_loss: 0.0311613 | Time: 1432.61 ms
[2021-04-13 20:29:32 main:574] : INFO : Epoch 1715 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 1433.65 ms
[2021-04-13 20:29:33 main:574] : INFO : Epoch 1716 | loss: 0.0311515 | val_loss: 0.0311575 | Time: 1430.59 ms
[2021-04-13 20:29:35 main:574] : INFO : Epoch 1717 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 1433.94 ms
[2021-04-13 20:29:36 main:574] : INFO : Epoch 1718 | loss: 0.0311501 | val_loss: 0.031159 | Time: 1436.64 ms
[2021-04-13 20:29:38 main:574] : INFO : Epoch 1719 | loss: 0.0311501 | val_loss: 0.0311578 | Time: 1433.57 ms
[2021-04-13 20:29:39 main:574] : INFO : Epoch 1720 | loss: 0.03115 | val_loss: 0.0311584 | Time: 1433.35 ms
[2021-04-13 20:29:41 main:574] : INFO : Epoch 1721 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 1434.71 ms
[2021-04-13 20:29:42 main:574] : INFO : Epoch 1722 | loss: 0.0311495 | val_loss: 0.0311577 | Time: 1434.86 ms
[2021-04-13 20:29:44 main:574] : INFO : Epoch 1723 | loss: 0.0311485 | val_loss: 0.0311579 | Time: 1432.46 ms
[2021-04-13 20:29:45 main:574] : INFO : Epoch 1724 | loss: 0.0311483 | val_loss: 0.031157 | Time: 1431.64 ms
[2021-04-13 20:29:46 main:574] : INFO : Epoch 1725 | loss: 0.0311502 | val_loss: 0.0311592 | Time: 1435.56 ms
[2021-04-13 20:29:48 main:574] : INFO : Epoch 1726 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 1431.72 ms
[2021-04-13 20:29:49 main:574] : INFO : Epoch 1727 | loss: 0.0311495 | val_loss: 0.0311644 | Time: 1433.66 ms
[2021-04-13 20:29:51 main:574] : INFO : Epoch 1728 | loss: 0.0311513 | val_loss: 0.0311698 | Time: 1424.71 ms
[2021-04-13 20:29:52 main:574] : INFO : Epoch 1729 | loss: 0.0311551 | val_loss: 0.0311596 | Time: 1440.34 ms
[2021-04-13 20:29:54 main:574] : INFO : Epoch 1730 | loss: 0.0311534 | val_loss: 0.0311654 | Time: 1433.49 ms
[2021-04-13 20:29:55 main:574] : INFO : Epoch 1731 | loss: 0.0311513 | val_loss: 0.0311572 | Time: 1432.44 ms
[2021-04-13 20:29:57 main:574] : INFO : Epoch 1732 | loss: 0.031151 | val_loss: 0.0311608 | Time: 1434.65 ms
[2021-04-13 20:29:58 main:574] : INFO : Epoch 1733 | loss: 0.0311486 | val_loss: 0.031159 | Time: 1436.84 ms
[2021-04-13 20:30:00 main:574] : INFO : Epoch 1734 | loss: 0.0311473 | val_loss: 0.0311576 | Time: 1430.79 ms
[2021-04-13 20:30:01 main:574] : INFO : Epoch 1735 | loss: 0.0311464 | val_loss: 0.0311574 | Time: 1434.56 ms
[2021-04-13 20:30:02 main:574] : INFO : Epoch 1736 | loss: 0.0311453 | val_loss: 0.0311566 | Time: 1435.54 ms
[2021-04-13 20:30:04 main:574] : INFO : Epoch 1737 | loss: 0.0311494 | val_loss: 0.0311597 | Time: 1435.14 ms
[2021-04-13 20:30:05 main:574] : INFO : Epoch 1738 | loss: 0.0311493 | val_loss: 0.0311654 | Time: 1436.31 ms
[2021-04-13 20:30:07 main:574] : INFO : Epoch 1739 | loss: 0.0311489 | val_loss: 0.031158 | Time: 1430.26 ms
[2021-04-13 20:30:08 main:574] : INFO : Epoch 1740 | loss: 0.0311459 | val_loss: 0.031158 | Time: 1433.58 ms
[2021-04-13 20:30:10 main:574] : INFO : Epoch 1741 | loss: 0.0311444 | val_loss: 0.0311593 | Time: 1429 ms
[2021-04-13 20:30:11 main:574] : INFO : Epoch 1742 | loss: 0.0311457 | val_loss: 0.0311569 | Time: 1428.29 ms
[2021-04-13 20:30:13 main:574] : INFO : Epoch 1743 | loss: 0.031145 | val_loss: 0.0311567 | Time: 1430.66 ms
[2021-04-13 20:30:14 main:574] : INFO : Epoch 1744 | loss: 0.0311464 | val_loss: 0.0311561 | Time: 1436.58 ms
[2021-04-13 20:30:16 main:574] : INFO : Epoch 1745 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 1436.08 ms
[2021-04-13 20:30:17 main:574] : INFO : Epoch 1746 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 1432.19 ms
[2021-04-13 20:30:18 main:574] : INFO : Epoch 1747 | loss: 0.0311459 | val_loss: 0.0311577 | Time: 1439.65 ms
[2021-04-13 20:30:20 main:574] : INFO : Epoch 1748 | loss: 0.0311455 | val_loss: 0.0311575 | Time: 1431.43 ms
[2021-04-13 20:30:21 main:574] : INFO : Epoch 1749 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1426.79 ms
[2021-04-13 20:30:23 main:574] : INFO : Epoch 1750 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 1433.51 ms
[2021-04-13 20:30:24 main:574] : INFO : Epoch 1751 | loss: 0.0311437 | val_loss: 0.0311591 | Time: 1433.16 ms
[2021-04-13 20:30:26 main:574] : INFO : Epoch 1752 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 1432.54 ms
[2021-04-13 20:30:27 main:574] : INFO : Epoch 1753 | loss: 0.0311449 | val_loss: 0.0311554 | Time: 1431.18 ms
[2021-04-13 20:30:29 main:574] : INFO : Epoch 1754 | loss: 0.0311435 | val_loss: 0.0311568 | Time: 1434.84 ms
[2021-04-13 20:30:30 main:574] : INFO : Epoch 1755 | loss: 0.0311426 | val_loss: 0.0311561 | Time: 1430.14 ms
[2021-04-13 20:30:32 main:574] : INFO : Epoch 1756 | loss: 0.0311434 | val_loss: 0.0311621 | Time: 1430.13 ms
[2021-04-13 20:30:33 main:574] : INFO : Epoch 1757 | loss: 0.0311463 | val_loss: 0.0311585 | Time: 1440.85 ms
[2021-04-13 20:30:34 main:574] : INFO : Epoch 1758 | loss: 0.031146 | val_loss: 0.0311565 | Time: 1430.39 ms
[2021-04-13 20:30:36 main:574] : INFO : Epoch 1759 | loss: 0.0311437 | val_loss: 0.0311559 | Time: 1433.34 ms
[2021-04-13 20:30:37 main:574] : INFO : Epoch 1760 | loss: 0.0311437 | val_loss: 0.0311552 | Time: 1430.15 ms
[2021-04-13 20:30:39 main:574] : INFO : Epoch 1761 | loss: 0.0311431 | val_loss: 0.0311562 | Time: 1429.19 ms
[2021-04-13 20:30:40 main:574] : INFO : Epoch 1762 | loss: 0.0311433 | val_loss: 0.0311566 | Time: 1432.41 ms
[2021-04-13 20:30:42 main:574] : INFO : Epoch 1763 | loss: 0.0311429 | val_loss: 0.0311559 | Time: 1433.53 ms
[2021-04-13 20:30:43 main:574] : INFO : Epoch 1764 | loss: 0.0311438 | val_loss: 0.0311586 | Time: 1435.86 ms
[2021-04-13 20:30:45 main:574] : INFO : Epoch 1765 | loss: 0.0311424 | val_loss: 0.0311581 | Time: 1433 ms
[2021-04-13 20:30:46 main:574] : INFO : Epoch 1766 | loss: 0.0311433 | val_loss: 0.0311617 | Time: 1435.27 ms
[2021-04-13 20:30:48 main:574] : INFO : Epoch 1767 | loss: 0.0311428 | val_loss: 0.0311579 | Time: 1434.34 ms
[2021-04-13 20:30:49 main:574] : INFO : Epoch 1768 | loss: 0.0311444 | val_loss: 0.031156 | Time: 1435.12 ms
[2021-04-13 20:30:50 main:574] : INFO : Epoch 1769 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 1435.39 ms
[2021-04-13 20:30:52 main:574] : INFO : Epoch 1770 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 1431.61 ms
[2021-04-13 20:30:53 main:574] : INFO : Epoch 1771 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 1429.87 ms
[2021-04-13 20:30:55 main:574] : INFO : Epoch 1772 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 1434.43 ms
[2021-04-13 20:30:56 main:574] : INFO : Epoch 1773 | loss: 0.0311521 | val_loss: 0.0311605 | Time: 1432.1 ms
[2021-04-13 20:30:58 main:574] : INFO : Epoch 1774 | loss: 0.0311522 | val_loss: 0.0311587 | Time: 1437.58 ms
[2021-04-13 20:30:59 main:574] : INFO : Epoch 1775 | loss: 0.0311514 | val_loss: 0.0311571 | Time: 1430.46 ms
[2021-04-13 20:31:01 main:574] : INFO : Epoch 1776 | loss: 0.0311517 | val_loss: 0.0311572 | Time: 1441.46 ms
[2021-04-13 20:31:02 main:574] : INFO : Epoch 1777 | loss: 0.0311498 | val_loss: 0.0311551 | Time: 1430.58 ms
[2021-04-13 20:31:04 main:574] : INFO : Epoch 1778 | loss: 0.0311498 | val_loss: 0.0311556 | Time: 1433.4 ms
[2021-04-13 20:31:05 main:574] : INFO : Epoch 1779 | loss: 0.0311488 | val_loss: 0.0311573 | Time: 1432 ms
[2021-04-13 20:31:07 main:574] : INFO : Epoch 1780 | loss: 0.0311491 | val_loss: 0.0311593 | Time: 1432.26 ms
[2021-04-13 20:31:08 main:574] : INFO : Epoch 1781 | loss: 0.031148 | val_loss: 0.031168 | Time: 1436.42 ms
[2021-04-13 20:31:09 main:574] : INFO : Epoch 1782 | loss: 0.0311519 | val_loss: 0.0311572 | Time: 1431.86 ms
[2021-04-13 20:31:11 main:574] : INFO : Epoch 1783 | loss: 0.0311493 | val_loss: 0.031158 | Time: 1434.48 ms
[2021-04-13 20:31:12 main:574] : INFO : Epoch 1784 | loss: 0.0311462 | val_loss: 0.0311553 | Time: 1432.7 ms
[2021-04-13 20:31:14 main:574] : INFO : Epoch 1785 | loss: 0.0311449 | val_loss: 0.0311561 | Time: 1434.22 ms
[2021-04-13 20:31:15 main:574] : INFO : Epoch 1786 | loss: 0.0311448 | val_loss: 0.0311553 | Time: 1430.79 ms
[2021-04-13 20:31:17 main:574] : INFO : Epoch 1787 | loss: 0.0311442 | val_loss: 0.0311542 | Time: 1434.65 ms
[2021-04-13 20:31:18 main:574] : INFO : Epoch 1788 | loss: 0.0311441 | val_loss: 0.0311535 | Time: 1433.75 ms
[2021-04-13 20:31:20 main:574] : INFO : Epoch 1789 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 1434.85 ms
[2021-04-13 20:31:21 main:574] : INFO : Epoch 1790 | loss: 0.0311463 | val_loss: 0.0311541 | Time: 1436.63 ms
[2021-04-13 20:31:23 main:574] : INFO : Epoch 1791 | loss: 0.0311427 | val_loss: 0.0311534 | Time: 1433.32 ms
[2021-04-13 20:31:24 main:574] : INFO : Epoch 1792 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 1435.03 ms
[2021-04-13 20:31:25 main:574] : INFO : Epoch 1793 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 1433 ms
[2021-04-13 20:31:27 main:574] : INFO : Epoch 1794 | loss: 0.0311448 | val_loss: 0.031157 | Time: 1432.56 ms
[2021-04-13 20:31:28 main:574] : INFO : Epoch 1795 | loss: 0.0311451 | val_loss: 0.0311619 | Time: 1434.7 ms
[2021-04-13 20:31:30 main:574] : INFO : Epoch 1796 | loss: 0.0311473 | val_loss: 0.0311574 | Time: 1433.86 ms
[2021-04-13 20:31:31 main:574] : INFO : Epoch 1797 | loss: 0.0311469 | val_loss: 0.0311558 | Time: 1431.52 ms
[2021-04-13 20:31:33 main:574] : INFO : Epoch 1798 | loss: 0.0311449 | val_loss: 0.0311543 | Time: 1436.02 ms
[2021-04-13 20:31:34 main:574] : INFO : Epoch 1799 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 1432.26 ms
[2021-04-13 20:31:36 main:574] : INFO : Epoch 1800 | loss: 0.0311438 | val_loss: 0.0311558 | Time: 1432.25 ms
[2021-04-13 20:31:37 main:574] : INFO : Epoch 1801 | loss: 0.0311427 | val_loss: 0.0311551 | Time: 1434.61 ms
[2021-04-13 20:31:39 main:574] : INFO : Epoch 1802 | loss: 0.031144 | val_loss: 0.0311592 | Time: 1444.19 ms
[2021-04-13 20:31:40 main:574] : INFO : Epoch 1803 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 1432.13 ms
[2021-04-13 20:31:41 main:574] : INFO : Epoch 1804 | loss: 0.0311431 | val_loss: 0.0311571 | Time: 1434.8 ms
[2021-04-13 20:31:43 main:574] : INFO : Epoch 1805 | loss: 0.0311459 | val_loss: 0.0311547 | Time: 1436.24 ms
[2021-04-13 20:31:44 main:574] : INFO : Epoch 1806 | loss: 0.0311434 | val_loss: 0.0311625 | Time: 1432.49 ms
[2021-04-13 20:31:46 main:574] : INFO : Epoch 1807 | loss: 0.0311423 | val_loss: 0.0311539 | Time: 1437.54 ms
[2021-04-13 20:31:47 main:574] : INFO : Epoch 1808 | loss: 0.0311421 | val_loss: 0.0311547 | Time: 1434.4 ms
[2021-04-13 20:31:49 main:574] : INFO : Epoch 1809 | loss: 0.031141 | val_loss: 0.0311525 | Time: 1433.55 ms
[2021-04-13 20:31:50 main:574] : INFO : Epoch 1810 | loss: 0.0311418 | val_loss: 0.0311558 | Time: 1429.11 ms
[2021-04-13 20:31:52 main:574] : INFO : Epoch 1811 | loss: 0.0311422 | val_loss: 0.0311542 | Time: 1432.97 ms
[2021-04-13 20:31:53 main:574] : INFO : Epoch 1812 | loss: 0.0311421 | val_loss: 0.0311606 | Time: 1432.62 ms
[2021-04-13 20:31:55 main:574] : INFO : Epoch 1813 | loss: 0.0311419 | val_loss: 0.0311528 | Time: 1430.31 ms
[2021-04-13 20:31:56 main:574] : INFO : Epoch 1814 | loss: 0.0311418 | val_loss: 0.0311544 | Time: 1436.41 ms
[2021-04-13 20:31:57 main:574] : INFO : Epoch 1815 | loss: 0.0311404 | val_loss: 0.0311537 | Time: 1436.07 ms
[2021-04-13 20:31:59 main:574] : INFO : Epoch 1816 | loss: 0.0311396 | val_loss: 0.0311543 | Time: 1434.89 ms
[2021-04-13 20:32:00 main:574] : INFO : Epoch 1817 | loss: 0.0311396 | val_loss: 0.0311547 | Time: 1429.31 ms
[2021-04-13 20:32:02 main:574] : INFO : Epoch 1818 | loss: 0.031139 | val_loss: 0.031153 | Time: 1433.81 ms
[2021-04-13 20:32:03 main:574] : INFO : Epoch 1819 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 1432.92 ms
[2021-04-13 20:32:05 main:574] : INFO : Epoch 1820 | loss: 0.0311408 | val_loss: 0.0311542 | Time: 1432.26 ms
[2021-04-13 20:32:06 main:574] : INFO : Epoch 1821 | loss: 0.0311404 | val_loss: 0.031155 | Time: 1433.98 ms
[2021-04-13 20:32:08 main:574] : INFO : Epoch 1822 | loss: 0.0311391 | val_loss: 0.0311543 | Time: 1430.86 ms
[2021-04-13 20:32:09 main:574] : INFO : Epoch 1823 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 1434.7 ms
[2021-04-13 20:32:11 main:574] : INFO : Epoch 1824 | loss: 0.0311405 | val_loss: 0.0311536 | Time: 1432.85 ms
[2021-04-13 20:32:12 main:574] : INFO : Epoch 1825 | loss: 0.0311392 | val_loss: 0.0311563 | Time: 1430.22 ms
[2021-04-13 20:32:13 main:574] : INFO : Epoch 1826 | loss: 0.0311375 | val_loss: 0.0311528 | Time: 1434.76 ms
[2021-04-13 20:32:15 main:574] : INFO : Epoch 1827 | loss: 0.0311375 | val_loss: 0.0311531 | Time: 1429.65 ms
[2021-04-13 20:32:16 main:574] : INFO : Epoch 1828 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 1434.04 ms
[2021-04-13 20:32:18 main:574] : INFO : Epoch 1829 | loss: 0.0311439 | val_loss: 0.0311553 | Time: 1428.04 ms
[2021-04-13 20:32:19 main:574] : INFO : Epoch 1830 | loss: 0.0311435 | val_loss: 0.0311584 | Time: 1436.74 ms
[2021-04-13 20:32:21 main:574] : INFO : Epoch 1831 | loss: 0.0311433 | val_loss: 0.0311545 | Time: 1432.32 ms
[2021-04-13 20:32:22 main:574] : INFO : Epoch 1832 | loss: 0.0311406 | val_loss: 0.0311577 | Time: 1431.14 ms
[2021-04-13 20:32:24 main:574] : INFO : Epoch 1833 | loss: 0.0311394 | val_loss: 0.0311545 | Time: 1434.21 ms
[2021-04-13 20:32:25 main:574] : INFO : Epoch 1834 | loss: 0.0311394 | val_loss: 0.0311531 | Time: 1431.62 ms
[2021-04-13 20:32:27 main:574] : INFO : Epoch 1835 | loss: 0.0311391 | val_loss: 0.0311548 | Time: 1433.97 ms
[2021-04-13 20:32:28 main:574] : INFO : Epoch 1836 | loss: 0.0311415 | val_loss: 0.0311557 | Time: 1436.3 ms
[2021-04-13 20:32:29 main:574] : INFO : Epoch 1837 | loss: 0.0311417 | val_loss: 0.0311552 | Time: 1431.22 ms
[2021-04-13 20:32:31 main:574] : INFO : Epoch 1838 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 1431.07 ms
[2021-04-13 20:32:32 main:574] : INFO : Epoch 1839 | loss: 0.0311431 | val_loss: 0.0311543 | Time: 1432.13 ms
[2021-04-13 20:32:34 main:574] : INFO : Epoch 1840 | loss: 0.0311391 | val_loss: 0.0311549 | Time: 1430.79 ms
[2021-04-13 20:32:35 main:574] : INFO : Epoch 1841 | loss: 0.0311386 | val_loss: 0.0311554 | Time: 1433.78 ms
[2021-04-13 20:32:37 main:574] : INFO : Epoch 1842 | loss: 0.0311384 | val_loss: 0.0311529 | Time: 1435.43 ms
[2021-04-13 20:32:38 main:574] : INFO : Epoch 1843 | loss: 0.031138 | val_loss: 0.0311552 | Time: 1432.78 ms
[2021-04-13 20:32:40 main:574] : INFO : Epoch 1844 | loss: 0.0311394 | val_loss: 0.0311553 | Time: 1435 ms
[2021-04-13 20:32:41 main:574] : INFO : Epoch 1845 | loss: 0.0311365 | val_loss: 0.0311536 | Time: 1430.64 ms
[2021-04-13 20:32:43 main:574] : INFO : Epoch 1846 | loss: 0.0311384 | val_loss: 0.0311546 | Time: 1429.3 ms
[2021-04-13 20:32:44 main:574] : INFO : Epoch 1847 | loss: 0.0311398 | val_loss: 0.0311568 | Time: 1435.14 ms
[2021-04-13 20:32:45 main:574] : INFO : Epoch 1848 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 1433.75 ms
[2021-04-13 20:32:47 main:574] : INFO : Epoch 1849 | loss: 0.0311376 | val_loss: 0.0311549 | Time: 1430.24 ms
[2021-04-13 20:32:48 main:574] : INFO : Epoch 1850 | loss: 0.0311384 | val_loss: 0.0311606 | Time: 1432.66 ms
[2021-04-13 20:32:50 main:574] : INFO : Epoch 1851 | loss: 0.0311371 | val_loss: 0.0311556 | Time: 1434.19 ms
[2021-04-13 20:32:51 main:574] : INFO : Epoch 1852 | loss: 0.0311378 | val_loss: 0.0311623 | Time: 1435.88 ms
[2021-04-13 20:32:53 main:574] : INFO : Epoch 1853 | loss: 0.0311386 | val_loss: 0.0311568 | Time: 1438.51 ms
[2021-04-13 20:32:54 main:574] : INFO : Epoch 1854 | loss: 0.0311366 | val_loss: 0.0311558 | Time: 1435.21 ms
[2021-04-13 20:32:56 main:574] : INFO : Epoch 1855 | loss: 0.0311371 | val_loss: 0.031156 | Time: 1444.63 ms
[2021-04-13 20:32:57 main:574] : INFO : Epoch 1856 | loss: 0.0311391 | val_loss: 0.0311558 | Time: 1431.86 ms
[2021-04-13 20:32:59 main:574] : INFO : Epoch 1857 | loss: 0.0311367 | val_loss: 0.0311563 | Time: 1440.03 ms
[2021-04-13 20:33:00 main:574] : INFO : Epoch 1858 | loss: 0.0311365 | val_loss: 0.0311564 | Time: 1434.11 ms
[2021-04-13 20:33:02 main:574] : INFO : Epoch 1859 | loss: 0.0311387 | val_loss: 0.0311557 | Time: 1433.59 ms
[2021-04-13 20:33:03 main:574] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.031153 | Time: 1433.77 ms
[2021-04-13 20:33:04 main:574] : INFO : Epoch 1861 | loss: 0.0311388 | val_loss: 0.0311557 | Time: 1438.58 ms
[2021-04-13 20:33:06 main:574] : INFO : Epoch 1862 | loss: 0.031138 | val_loss: 0.031155 | Time: 1436.43 ms
[2021-04-13 20:33:07 main:574] : INFO : Epoch 1863 | loss: 0.0311435 | val_loss: 0.0311576 | Time: 1439.86 ms
[2021-04-13 20:33:09 main:574] : INFO : Epoch 1864 | loss: 0.031145 | val_loss: 0.0311543 | Time: 1435.55 ms
[2021-04-13 20:33:10 main:574] : INFO : Epoch 1865 | loss: 0.0311463 | val_loss: 0.0311563 | Time: 1431.89 ms
[2021-04-13 20:33:12 main:574] : INFO : Epoch 1866 | loss: 0.0311416 | val_loss: 0.0311538 | Time: 1427.55 ms
[2021-04-13 20:33:13 main:574] : INFO : Epoch 1867 | loss: 0.0311414 | val_loss: 0.0311566 | Time: 1431.84 ms
[2021-04-13 20:33:15 main:574] : INFO : Epoch 1868 | loss: 0.031141 | val_loss: 0.0311548 | Time: 1431.99 ms
[2021-04-13 20:33:16 main:574] : INFO : Epoch 1869 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 1435.01 ms
[2021-04-13 20:33:17 main:574] : INFO : Epoch 1870 | loss: 0.0311598 | val_loss: 0.031181 | Time: 1435.13 ms
[2021-04-13 20:33:19 main:574] : INFO : Epoch 1871 | loss: 0.0311719 | val_loss: 0.0312268 | Time: 1435.39 ms
[2021-04-13 20:33:20 main:574] : INFO : Epoch 1872 | loss: 0.0737098 | val_loss: 0.0500148 | Time: 1436.15 ms
[2021-04-13 20:33:22 main:574] : INFO : Epoch 1873 | loss: 0.0419787 | val_loss: 0.0330619 | Time: 1433.13 ms
[2021-04-13 20:33:23 main:574] : INFO : Epoch 1874 | loss: 0.0318172 | val_loss: 0.0315139 | Time: 1435.75 ms
[2021-04-13 20:33:25 main:574] : INFO : Epoch 1875 | loss: 0.0313234 | val_loss: 0.031273 | Time: 1435.72 ms
[2021-04-13 20:33:26 main:574] : INFO : Epoch 1876 | loss: 0.0312585 | val_loss: 0.0312503 | Time: 1430.91 ms
[2021-04-13 20:33:28 main:574] : INFO : Epoch 1877 | loss: 0.0312462 | val_loss: 0.0312427 | Time: 1434.49 ms
[2021-04-13 20:33:29 main:574] : INFO : Epoch 1878 | loss: 0.0312416 | val_loss: 0.0312388 | Time: 1428 ms
[2021-04-13 20:33:31 main:574] : INFO : Epoch 1879 | loss: 0.0312381 | val_loss: 0.0312348 | Time: 1435.54 ms
[2021-04-13 20:33:32 main:574] : INFO : Epoch 1880 | loss: 0.0312345 | val_loss: 0.0312319 | Time: 1431.38 ms
[2021-04-13 20:33:34 main:574] : INFO : Epoch 1881 | loss: 0.0312308 | val_loss: 0.0312289 | Time: 1469.39 ms
[2021-04-13 20:33:35 main:574] : INFO : Epoch 1882 | loss: 0.0312279 | val_loss: 0.0312285 | Time: 1442.49 ms
[2021-04-13 20:33:36 main:574] : INFO : Epoch 1883 | loss: 0.0312276 | val_loss: 0.0312281 | Time: 1436.81 ms
[2021-04-13 20:33:38 main:574] : INFO : Epoch 1884 | loss: 0.0312262 | val_loss: 0.0312272 | Time: 1432 ms
[2021-04-13 20:33:39 main:574] : INFO : Epoch 1885 | loss: 0.0312229 | val_loss: 0.0312252 | Time: 1434.14 ms
[2021-04-13 20:33:41 main:574] : INFO : Epoch 1886 | loss: 0.0312203 | val_loss: 0.031221 | Time: 1432.46 ms
[2021-04-13 20:33:42 main:574] : INFO : Epoch 1887 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 1432.63 ms
[2021-04-13 20:33:44 main:574] : INFO : Epoch 1888 | loss: 0.0312154 | val_loss: 0.0312155 | Time: 1434.47 ms
[2021-04-13 20:33:45 main:574] : INFO : Epoch 1889 | loss: 0.031213 | val_loss: 0.0312124 | Time: 1437.33 ms
[2021-04-13 20:33:47 main:574] : INFO : Epoch 1890 | loss: 0.0312094 | val_loss: 0.0312102 | Time: 1432.91 ms
[2021-04-13 20:33:48 main:574] : INFO : Epoch 1891 | loss: 0.0312065 | val_loss: 0.0312069 | Time: 1430.14 ms
[2021-04-13 20:33:50 main:574] : INFO : Epoch 1892 | loss: 0.0312049 | val_loss: 0.0312065 | Time: 1432.38 ms
[2021-04-13 20:33:51 main:574] : INFO : Epoch 1893 | loss: 0.031203 | val_loss: 0.0312048 | Time: 1437.96 ms
[2021-04-13 20:33:52 main:574] : INFO : Epoch 1894 | loss: 0.0312017 | val_loss: 0.0312045 | Time: 1432.93 ms
[2021-04-13 20:33:54 main:574] : INFO : Epoch 1895 | loss: 0.0312009 | val_loss: 0.031204 | Time: 1436.2 ms
[2021-04-13 20:33:55 main:574] : INFO : Epoch 1896 | loss: 0.0311999 | val_loss: 0.0312035 | Time: 1434.6 ms
[2021-04-13 20:33:57 main:574] : INFO : Epoch 1897 | loss: 0.0311989 | val_loss: 0.0312034 | Time: 1441.12 ms
[2021-04-13 20:33:58 main:574] : INFO : Epoch 1898 | loss: 0.0311982 | val_loss: 0.0312022 | Time: 1435.72 ms
[2021-04-13 20:34:00 main:574] : INFO : Epoch 1899 | loss: 0.0311977 | val_loss: 0.0312012 | Time: 1428.16 ms
[2021-04-13 20:34:01 main:574] : INFO : Epoch 1900 | loss: 0.0311976 | val_loss: 0.0312014 | Time: 1439.3 ms
[2021-04-13 20:34:03 main:574] : INFO : Epoch 1901 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 1432.77 ms
[2021-04-13 20:34:04 main:574] : INFO : Epoch 1902 | loss: 0.0311967 | val_loss: 0.0312007 | Time: 1436.61 ms
[2021-04-13 20:34:06 main:574] : INFO : Epoch 1903 | loss: 0.031196 | val_loss: 0.0311994 | Time: 1454.3 ms
[2021-04-13 20:34:07 main:574] : INFO : Epoch 1904 | loss: 0.0311953 | val_loss: 0.0311998 | Time: 1433.93 ms
[2021-04-13 20:34:09 main:574] : INFO : Epoch 1905 | loss: 0.0311955 | val_loss: 0.0312001 | Time: 1436.03 ms
[2021-04-13 20:34:10 main:574] : INFO : Epoch 1906 | loss: 0.0311953 | val_loss: 0.0311991 | Time: 1433.16 ms
[2021-04-13 20:34:11 main:574] : INFO : Epoch 1907 | loss: 0.0311948 | val_loss: 0.0311987 | Time: 1438.26 ms
[2021-04-13 20:34:13 main:574] : INFO : Epoch 1908 | loss: 0.0311949 | val_loss: 0.0311991 | Time: 1436.53 ms
[2021-04-13 20:34:14 main:574] : INFO : Epoch 1909 | loss: 0.0311955 | val_loss: 0.0311982 | Time: 1435.29 ms
[2021-04-13 20:34:16 main:574] : INFO : Epoch 1910 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 1433.1 ms
[2021-04-13 20:34:17 main:574] : INFO : Epoch 1911 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 1434.92 ms
[2021-04-13 20:34:19 main:574] : INFO : Epoch 1912 | loss: 0.0311944 | val_loss: 0.0311975 | Time: 1438.42 ms
[2021-04-13 20:34:20 main:574] : INFO : Epoch 1913 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 1431.39 ms
[2021-04-13 20:34:22 main:574] : INFO : Epoch 1914 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 1432.09 ms
[2021-04-13 20:34:23 main:574] : INFO : Epoch 1915 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 1431.56 ms
[2021-04-13 20:34:25 main:574] : INFO : Epoch 1916 | loss: 0.0311925 | val_loss: 0.0311969 | Time: 1436.78 ms
[2021-04-13 20:34:26 main:574] : INFO : Epoch 1917 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 1437.2 ms
[2021-04-13 20:34:27 main:574] : INFO : Epoch 1918 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 1431.85 ms
[2021-04-13 20:34:29 main:574] : INFO : Epoch 1919 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 1430.49 ms
[2021-04-13 20:34:30 main:574] : INFO : Epoch 1920 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 1445.92 ms
[2021-04-13 20:34:32 main:574] : INFO : Epoch 1921 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 1429.8 ms
[2021-04-13 20:34:33 main:574] : INFO : Epoch 1922 | loss: 0.0311906 | val_loss: 0.0311947 | Time: 1428.78 ms
[2021-04-13 20:34:35 main:574] : INFO : Epoch 1923 | loss: 0.03119 | val_loss: 0.0311914 | Time: 1431.48 ms
[2021-04-13 20:34:36 main:574] : INFO : Epoch 1924 | loss: 0.0311896 | val_loss: 0.0311923 | Time: 1429.65 ms
[2021-04-13 20:34:38 main:574] : INFO : Epoch 1925 | loss: 0.0311891 | val_loss: 0.031192 | Time: 1431.24 ms
[2021-04-13 20:34:39 main:574] : INFO : Epoch 1926 | loss: 0.0311882 | val_loss: 0.0311902 | Time: 1428.12 ms
[2021-04-13 20:34:41 main:574] : INFO : Epoch 1927 | loss: 0.0311881 | val_loss: 0.031191 | Time: 1429.73 ms
[2021-04-13 20:34:42 main:574] : INFO : Epoch 1928 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 1430.97 ms
[2021-04-13 20:34:43 main:574] : INFO : Epoch 1929 | loss: 0.0311884 | val_loss: 0.031191 | Time: 1423.66 ms
[2021-04-13 20:34:45 main:574] : INFO : Epoch 1930 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 1430.25 ms
[2021-04-13 20:34:46 main:574] : INFO : Epoch 1931 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 1426.84 ms
[2021-04-13 20:34:48 main:574] : INFO : Epoch 1932 | loss: 0.0311873 | val_loss: 0.0311925 | Time: 1427.21 ms
[2021-04-13 20:34:49 main:574] : INFO : Epoch 1933 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 1429.46 ms
[2021-04-13 20:34:51 main:574] : INFO : Epoch 1934 | loss: 0.0311868 | val_loss: 0.0311913 | Time: 1433.49 ms
[2021-04-13 20:34:52 main:574] : INFO : Epoch 1935 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 1426.3 ms
[2021-04-13 20:34:54 main:574] : INFO : Epoch 1936 | loss: 0.0311857 | val_loss: 0.0311911 | Time: 1446.69 ms
[2021-04-13 20:34:55 main:574] : INFO : Epoch 1937 | loss: 0.0311853 | val_loss: 0.0311907 | Time: 1429.07 ms
[2021-04-13 20:34:56 main:574] : INFO : Epoch 1938 | loss: 0.031185 | val_loss: 0.0311906 | Time: 1444.21 ms
[2021-04-13 20:34:58 main:574] : INFO : Epoch 1939 | loss: 0.0311844 | val_loss: 0.0311905 | Time: 1426.68 ms
[2021-04-13 20:34:59 main:574] : INFO : Epoch 1940 | loss: 0.0311844 | val_loss: 0.0311898 | Time: 1428.35 ms
[2021-04-13 20:35:01 main:574] : INFO : Epoch 1941 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 1427.62 ms
[2021-04-13 20:35:02 main:574] : INFO : Epoch 1942 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 1428.24 ms
[2021-04-13 20:35:04 main:574] : INFO : Epoch 1943 | loss: 0.0311843 | val_loss: 0.0311882 | Time: 1428.58 ms
[2021-04-13 20:35:05 main:574] : INFO : Epoch 1944 | loss: 0.031184 | val_loss: 0.0311885 | Time: 1431.01 ms
[2021-04-13 20:35:07 main:574] : INFO : Epoch 1945 | loss: 0.0311842 | val_loss: 0.0311883 | Time: 1431.9 ms
[2021-04-13 20:35:08 main:574] : INFO : Epoch 1946 | loss: 0.0311837 | val_loss: 0.0311882 | Time: 1436.87 ms
[2021-04-13 20:35:10 main:574] : INFO : Epoch 1947 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 1431.45 ms
[2021-04-13 20:35:11 main:574] : INFO : Epoch 1948 | loss: 0.0311832 | val_loss: 0.0311877 | Time: 1434.59 ms
[2021-04-13 20:35:12 main:574] : INFO : Epoch 1949 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 1435.1 ms
[2021-04-13 20:35:14 main:574] : INFO : Epoch 1950 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 1437.73 ms
[2021-04-13 20:35:15 main:574] : INFO : Epoch 1951 | loss: 0.031183 | val_loss: 0.0311877 | Time: 1432.29 ms
[2021-04-13 20:35:17 main:574] : INFO : Epoch 1952 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1439.99 ms
[2021-04-13 20:35:18 main:574] : INFO : Epoch 1953 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 1438.01 ms
[2021-04-13 20:35:20 main:574] : INFO : Epoch 1954 | loss: 0.0311825 | val_loss: 0.0311869 | Time: 1434.35 ms
[2021-04-13 20:35:21 main:574] : INFO : Epoch 1955 | loss: 0.0311821 | val_loss: 0.0311871 | Time: 1431.42 ms
[2021-04-13 20:35:23 main:574] : INFO : Epoch 1956 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 1435.48 ms
[2021-04-13 20:35:24 main:574] : INFO : Epoch 1957 | loss: 0.0311814 | val_loss: 0.0311874 | Time: 1435.08 ms
[2021-04-13 20:35:26 main:574] : INFO : Epoch 1958 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1431.35 ms
[2021-04-13 20:35:27 main:574] : INFO : Epoch 1959 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 1435.15 ms
[2021-04-13 20:35:28 main:574] : INFO : Epoch 1960 | loss: 0.0311829 | val_loss: 0.0311881 | Time: 1437.36 ms
[2021-04-13 20:35:30 main:574] : INFO : Epoch 1961 | loss: 0.0311825 | val_loss: 0.0311876 | Time: 1432.92 ms
[2021-04-13 20:35:31 main:574] : INFO : Epoch 1962 | loss: 0.0311819 | val_loss: 0.0311867 | Time: 1432.91 ms
[2021-04-13 20:35:33 main:574] : INFO : Epoch 1963 | loss: 0.0311821 | val_loss: 0.031187 | Time: 1435.32 ms
[2021-04-13 20:35:34 main:574] : INFO : Epoch 1964 | loss: 0.0311815 | val_loss: 0.0311865 | Time: 1435.25 ms
[2021-04-13 20:35:36 main:574] : INFO : Epoch 1965 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 1435.58 ms
[2021-04-13 20:35:37 main:574] : INFO : Epoch 1966 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 1435.6 ms
[2021-04-13 20:35:39 main:574] : INFO : Epoch 1967 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 1432.72 ms
[2021-04-13 20:35:40 main:574] : INFO : Epoch 1968 | loss: 0.0311819 | val_loss: 0.031186 | Time: 1433.43 ms
[2021-04-13 20:35:42 main:574] : INFO : Epoch 1969 | loss: 0.0311814 | val_loss: 0.031186 | Time: 1434.1 ms
[2021-04-13 20:35:43 main:574] : INFO : Epoch 1970 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 1436.28 ms
[2021-04-13 20:35:45 main:574] : INFO : Epoch 1971 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1431.91 ms
[2021-04-13 20:35:46 main:574] : INFO : Epoch 1972 | loss: 0.0311826 | val_loss: 0.0311868 | Time: 1434.48 ms
[2021-04-13 20:35:47 main:574] : INFO : Epoch 1973 | loss: 0.0311813 | val_loss: 0.0311858 | Time: 1433.42 ms
[2021-04-13 20:35:49 main:574] : INFO : Epoch 1974 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 1429.22 ms
[2021-04-13 20:35:50 main:574] : INFO : Epoch 1975 | loss: 0.031181 | val_loss: 0.0311859 | Time: 1431.48 ms
[2021-04-13 20:35:52 main:574] : INFO : Epoch 1976 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 1436.5 ms
[2021-04-13 20:35:53 main:574] : INFO : Epoch 1977 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 1434.93 ms
[2021-04-13 20:35:55 main:574] : INFO : Epoch 1978 | loss: 0.0311823 | val_loss: 0.0311858 | Time: 1434.05 ms
[2021-04-13 20:35:56 main:574] : INFO : Epoch 1979 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 1431.6 ms
[2021-04-13 20:35:58 main:574] : INFO : Epoch 1980 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 1439.07 ms
[2021-04-13 20:35:59 main:574] : INFO : Epoch 1981 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 1437.07 ms
[2021-04-13 20:36:01 main:574] : INFO : Epoch 1982 | loss: 0.0311795 | val_loss: 0.0311836 | Time: 1433.75 ms
[2021-04-13 20:36:02 main:574] : INFO : Epoch 1983 | loss: 0.031179 | val_loss: 0.0311835 | Time: 1435.06 ms
[2021-04-13 20:36:03 main:574] : INFO : Epoch 1984 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 1436.17 ms
[2021-04-13 20:36:05 main:574] : INFO : Epoch 1985 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 1438.06 ms
[2021-04-13 20:36:06 main:574] : INFO : Epoch 1986 | loss: 0.031179 | val_loss: 0.0311839 | Time: 1433.4 ms
[2021-04-13 20:36:08 main:574] : INFO : Epoch 1987 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 1437.59 ms
[2021-04-13 20:36:09 main:574] : INFO : Epoch 1988 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 1430.3 ms
[2021-04-13 20:36:11 main:574] : INFO : Epoch 1989 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 1435.1 ms
[2021-04-13 20:36:12 main:574] : INFO : Epoch 1990 | loss: 0.0311805 | val_loss: 0.0311838 | Time: 1432.64 ms
[2021-04-13 20:36:14 main:574] : INFO : Epoch 1991 | loss: 0.0311797 | val_loss: 0.0311836 | Time: 1433.88 ms
[2021-04-13 20:36:15 main:574] : INFO : Epoch 1992 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 1436.24 ms
[2021-04-13 20:36:17 main:574] : INFO : Epoch 1993 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 1436.66 ms
[2021-04-13 20:36:18 main:574] : INFO : Epoch 1994 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1433.33 ms
[2021-04-13 20:36:19 main:574] : INFO : Epoch 1995 | loss: 0.0311779 | val_loss: 0.031184 | Time: 1432.15 ms
[2021-04-13 20:36:21 main:574] : INFO : Epoch 1996 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 1435.71 ms
[2021-04-13 20:36:22 main:574] : INFO : Epoch 1997 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 1432.06 ms
[2021-04-13 20:36:24 main:574] : INFO : Epoch 1998 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 1433.34 ms
[2021-04-13 20:36:25 main:574] : INFO : Epoch 1999 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 1431.82 ms
[2021-04-13 20:36:27 main:574] : INFO : Epoch 2000 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 1437.41 ms
[2021-04-13 20:36:28 main:574] : INFO : Epoch 2001 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 1433.34 ms
[2021-04-13 20:36:30 main:574] : INFO : Epoch 2002 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1434.48 ms
[2021-04-13 20:36:31 main:574] : INFO : Epoch 2003 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 1437.44 ms
[2021-04-13 20:36:33 main:574] : INFO : Epoch 2004 | loss: 0.0311773 | val_loss: 0.031184 | Time: 1431.31 ms
[2021-04-13 20:36:34 main:574] : INFO : Epoch 2005 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 1434.11 ms
[2021-04-13 20:36:35 main:574] : INFO : Epoch 2006 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1432.14 ms
[2021-04-13 20:36:37 main:574] : INFO : Epoch 2007 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 1433.6 ms
[2021-04-13 20:36:38 main:574] : INFO : Epoch 2008 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 1435.65 ms
[2021-04-13 20:36:40 main:574] : INFO : Epoch 2009 | loss: 0.0311766 | val_loss: 0.0311823 | Time: 1433.06 ms
[2021-04-13 20:36:41 main:574] : INFO : Epoch 2010 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1429.79 ms
[2021-04-13 20:36:43 main:574] : INFO : Epoch 2011 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1434.73 ms
[2021-04-13 20:36:44 main:574] : INFO : Epoch 2012 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 1434.1 ms
[2021-04-13 20:36:46 main:574] : INFO : Epoch 2013 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 1431.96 ms
[2021-04-13 20:36:47 main:574] : INFO : Epoch 2014 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 1432.7 ms
[2021-04-13 20:36:49 main:574] : INFO : Epoch 2015 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 1434.58 ms
[2021-04-13 20:36:50 main:574] : INFO : Epoch 2016 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 1433.51 ms
[2021-04-13 20:36:51 main:574] : INFO : Epoch 2017 | loss: 0.0311765 | val_loss: 0.0311826 | Time: 1433.46 ms
[2021-04-13 20:36:53 main:574] : INFO : Epoch 2018 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1435.01 ms
[2021-04-13 20:36:54 main:574] : INFO : Epoch 2019 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 1433.81 ms
[2021-04-13 20:36:56 main:574] : INFO : Epoch 2020 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1435.22 ms
[2021-04-13 20:36:57 main:574] : INFO : Epoch 2021 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 1435.5 ms
[2021-04-13 20:36:59 main:574] : INFO : Epoch 2022 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1435.25 ms
[2021-04-13 20:37:00 main:574] : INFO : Epoch 2023 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1435.39 ms
[2021-04-13 20:37:02 main:574] : INFO : Epoch 2024 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 1433.33 ms
[2021-04-13 20:37:03 main:574] : INFO : Epoch 2025 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 1437.31 ms
[2021-04-13 20:37:05 main:574] : INFO : Epoch 2026 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 1430.63 ms
[2021-04-13 20:37:06 main:574] : INFO : Epoch 2027 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1433.74 ms
[2021-04-13 20:37:07 main:574] : INFO : Epoch 2028 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 1422.7 ms
[2021-04-13 20:37:09 main:574] : INFO : Epoch 2029 | loss: 0.031178 | val_loss: 0.0311785 | Time: 1436.45 ms
[2021-04-13 20:37:10 main:574] : INFO : Epoch 2030 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1431.25 ms
[2021-04-13 20:37:12 main:574] : INFO : Epoch 2031 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1441.82 ms
[2021-04-13 20:37:13 main:574] : INFO : Epoch 2032 | loss: 0.0311764 | val_loss: 0.031179 | Time: 1434.24 ms
[2021-04-13 20:37:15 main:574] : INFO : Epoch 2033 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 1434.81 ms
[2021-04-13 20:37:16 main:574] : INFO : Epoch 2034 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 1433.63 ms
[2021-04-13 20:37:18 main:574] : INFO : Epoch 2035 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 1433.95 ms
[2021-04-13 20:37:19 main:574] : INFO : Epoch 2036 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1432.88 ms
[2021-04-13 20:37:21 main:574] : INFO : Epoch 2037 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 1432.71 ms
[2021-04-13 20:37:22 main:574] : INFO : Epoch 2038 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 1435.03 ms
[2021-04-13 20:37:24 main:574] : INFO : Epoch 2039 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 1436.84 ms
[2021-04-13 20:37:25 main:574] : INFO : Epoch 2040 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 1435.77 ms
[2021-04-13 20:37:26 main:574] : INFO : Epoch 2041 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 1435.91 ms
[2021-04-13 20:37:28 main:574] : INFO : Epoch 2042 | loss: 0.031179 | val_loss: 0.0311795 | Time: 1432.98 ms
[2021-04-13 20:37:29 main:574] : INFO : Epoch 2043 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 1433.59 ms
[2021-04-13 20:37:31 main:574] : INFO : Epoch 2044 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 1432.28 ms
[2021-04-13 20:37:32 main:574] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 1432.72 ms
[2021-04-13 20:37:34 main:574] : INFO : Epoch 2046 | loss: 0.0311777 | val_loss: 0.03118 | Time: 1430.55 ms
[2021-04-13 20:37:35 main:574] : INFO : Epoch 2047 | loss: 0.0311807 | val_loss: 0.0311805 | Time: 1433.93 ms
[2021-04-13 20:37:37 main:574] : INFO : Epoch 2048 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 1434.45 ms
[2021-04-13 20:37:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311794
[2021-04-13 20:37:37 main:603] : INFO : Saving end state to config to file
[2021-04-13 20:37:37 main:608] : INFO : Success, exiting..
20:37:37 (18380): 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)