Task 7616882
| Name | ParityModified-1631729637-26157-2_0 |
| Workunit | 5271006 |
| Created | 26 Sep 2021, 23:55:36 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 5 Oct 2021, 1:55:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 54 min 4 sec |
| CPU time | 54 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.031153 | val_loss: 0.0311757 | Time: 1667.1 ms
[2021-10-05 03:42:00 main:581] : INFO : Epoch 1539 | loss: 0.031152 | val_loss: 0.0311728 | Time: 1559.6 ms
[2021-10-05 03:42:02 main:581] : INFO : Epoch 1540 | loss: 0.0311525 | val_loss: 0.031182 | Time: 1618.63 ms
[2021-10-05 03:42:03 main:581] : INFO : Epoch 1541 | loss: 0.0311575 | val_loss: 0.0311839 | Time: 1557.49 ms
[2021-10-05 03:42:05 main:581] : INFO : Epoch 1542 | loss: 0.0311553 | val_loss: 0.0311757 | Time: 1617.96 ms
[2021-10-05 03:42:06 main:581] : INFO : Epoch 1543 | loss: 0.031155 | val_loss: 0.0311747 | Time: 1665.53 ms
[2021-10-05 03:42:08 main:581] : INFO : Epoch 1544 | loss: 0.0311546 | val_loss: 0.0311734 | Time: 1523.01 ms
[2021-10-05 03:42:09 main:581] : INFO : Epoch 1545 | loss: 0.0311537 | val_loss: 0.0311743 | Time: 1450.61 ms
[2021-10-05 03:42:11 main:581] : INFO : Epoch 1546 | loss: 0.0311539 | val_loss: 0.0311765 | Time: 1447.58 ms
[2021-10-05 03:42:12 main:581] : INFO : Epoch 1547 | loss: 0.0311563 | val_loss: 0.031176 | Time: 1525.81 ms
[2021-10-05 03:42:14 main:581] : INFO : Epoch 1548 | loss: 0.0311526 | val_loss: 0.03118 | Time: 1618.36 ms
[2021-10-05 03:42:16 main:581] : INFO : Epoch 1549 | loss: 0.0311547 | val_loss: 0.0311825 | Time: 1535.36 ms
[2021-10-05 03:42:17 main:581] : INFO : Epoch 1550 | loss: 0.0311535 | val_loss: 0.0311765 | Time: 1651.96 ms
[2021-10-05 03:42:19 main:581] : INFO : Epoch 1551 | loss: 0.0311532 | val_loss: 0.0311744 | Time: 1621.67 ms
[2021-10-05 03:42:20 main:581] : INFO : Epoch 1552 | loss: 0.0311553 | val_loss: 0.0311813 | Time: 1582.03 ms
[2021-10-05 03:42:22 main:581] : INFO : Epoch 1553 | loss: 0.0311537 | val_loss: 0.0311751 | Time: 1566.13 ms
[2021-10-05 03:42:24 main:581] : INFO : Epoch 1554 | loss: 0.0311509 | val_loss: 0.0311733 | Time: 1686 ms
[2021-10-05 03:42:25 main:581] : INFO : Epoch 1555 | loss: 0.031151 | val_loss: 0.0311833 | Time: 1603.96 ms
[2021-10-05 03:42:27 main:581] : INFO : Epoch 1556 | loss: 0.0311531 | val_loss: 0.0311753 | Time: 1517.39 ms
[2021-10-05 03:42:28 main:581] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.0311743 | Time: 1595.36 ms
[2021-10-05 03:42:30 main:581] : INFO : Epoch 1558 | loss: 0.0311547 | val_loss: 0.0311792 | Time: 1702.6 ms
[2021-10-05 03:42:32 main:581] : INFO : Epoch 1559 | loss: 0.0311535 | val_loss: 0.0311819 | Time: 1656.78 ms
[2021-10-05 03:42:33 main:581] : INFO : Epoch 1560 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 1603.47 ms
[2021-10-05 03:42:35 main:581] : INFO : Epoch 1561 | loss: 0.031153 | val_loss: 0.0311746 | Time: 1573.44 ms
[2021-10-05 03:42:36 main:581] : INFO : Epoch 1562 | loss: 0.0311522 | val_loss: 0.031176 | Time: 1525.14 ms
[2021-10-05 03:42:38 main:581] : INFO : Epoch 1563 | loss: 0.0311541 | val_loss: 0.031182 | Time: 1535.89 ms
[2021-10-05 03:42:40 main:581] : INFO : Epoch 1564 | loss: 0.0311515 | val_loss: 0.0311751 | Time: 1542.22 ms
[2021-10-05 03:42:41 main:581] : INFO : Epoch 1565 | loss: 0.0311531 | val_loss: 0.0311819 | Time: 1646.67 ms
[2021-10-05 03:42:43 main:581] : INFO : Epoch 1566 | loss: 0.0311545 | val_loss: 0.0311765 | Time: 1674.72 ms
[2021-10-05 03:42:45 main:581] : INFO : Epoch 1567 | loss: 0.0311568 | val_loss: 0.031179 | Time: 1642.89 ms
[2021-10-05 03:42:46 main:581] : INFO : Epoch 1568 | loss: 0.0311564 | val_loss: 0.0311759 | Time: 1598.66 ms
[2021-10-05 03:42:48 main:581] : INFO : Epoch 1569 | loss: 0.0311599 | val_loss: 0.031179 | Time: 1678.63 ms
[2021-10-05 03:42:49 main:581] : INFO : Epoch 1570 | loss: 0.0311558 | val_loss: 0.0311769 | Time: 1593.1 ms
[2021-10-05 03:42:51 main:581] : INFO : Epoch 1571 | loss: 0.0311548 | val_loss: 0.0311791 | Time: 1547.88 ms
[2021-10-05 03:42:52 main:581] : INFO : Epoch 1572 | loss: 0.0311551 | val_loss: 0.0311805 | Time: 1470.22 ms
[2021-10-05 03:42:54 main:581] : INFO : Epoch 1573 | loss: 0.0311558 | val_loss: 0.0311778 | Time: 1505.14 ms
[2021-10-05 03:42:56 main:581] : INFO : Epoch 1574 | loss: 0.0311563 | val_loss: 0.0311782 | Time: 1681.22 ms
[2021-10-05 03:42:57 main:581] : INFO : Epoch 1575 | loss: 0.0311553 | val_loss: 0.0311837 | Time: 1759.13 ms
[2021-10-05 03:42:59 main:581] : INFO : Epoch 1576 | loss: 0.0311563 | val_loss: 0.0311794 | Time: 1666.81 ms
[2021-10-05 03:43:01 main:581] : INFO : Epoch 1577 | loss: 0.0311534 | val_loss: 0.0311747 | Time: 1602.12 ms
[2021-10-05 03:43:02 main:581] : INFO : Epoch 1578 | loss: 0.0311552 | val_loss: 0.031179 | Time: 1565.83 ms
[2021-10-05 03:43:04 main:581] : INFO : Epoch 1579 | loss: 0.0311541 | val_loss: 0.0311769 | Time: 1555.68 ms
[2021-10-05 03:43:05 main:581] : INFO : Epoch 1580 | loss: 0.0311534 | val_loss: 0.0311786 | Time: 1604.49 ms
[2021-10-05 03:43:07 main:581] : INFO : Epoch 1581 | loss: 0.0311538 | val_loss: 0.031182 | Time: 1622.31 ms
[2021-10-05 03:43:09 main:581] : INFO : Epoch 1582 | loss: 0.0311521 | val_loss: 0.031178 | Time: 1594.58 ms
[2021-10-05 03:43:10 main:581] : INFO : Epoch 1583 | loss: 0.0311535 | val_loss: 0.0311839 | Time: 1595.77 ms
[2021-10-05 03:43:12 main:581] : INFO : Epoch 1584 | loss: 0.031157 | val_loss: 0.0311879 | Time: 1629.53 ms
[2021-10-05 03:43:13 main:581] : INFO : Epoch 1585 | loss: 0.0311573 | val_loss: 0.0311763 | Time: 1515.76 ms
[2021-10-05 03:43:15 main:581] : INFO : Epoch 1586 | loss: 0.0311557 | val_loss: 0.0311843 | Time: 1550.39 ms
[2021-10-05 03:43:16 main:581] : INFO : Epoch 1587 | loss: 0.0311552 | val_loss: 0.0311842 | Time: 1572 ms
[2021-10-05 03:43:18 main:581] : INFO : Epoch 1588 | loss: 0.0311567 | val_loss: 0.0311772 | Time: 1516.83 ms
[2021-10-05 03:43:20 main:581] : INFO : Epoch 1589 | loss: 0.031156 | val_loss: 0.0311798 | Time: 1588.02 ms
[2021-10-05 03:43:21 main:581] : INFO : Epoch 1590 | loss: 0.0311583 | val_loss: 0.0311825 | Time: 1555.01 ms
[2021-10-05 03:43:23 main:581] : INFO : Epoch 1591 | loss: 0.0311542 | val_loss: 0.031176 | Time: 1711.35 ms
[2021-10-05 03:43:24 main:581] : INFO : Epoch 1592 | loss: 0.0311534 | val_loss: 0.0311757 | Time: 1649.9 ms
[2021-10-05 03:43:26 main:581] : INFO : Epoch 1593 | loss: 0.0311515 | val_loss: 0.0311758 | Time: 1703.06 ms
[2021-10-05 03:43:28 main:581] : INFO : Epoch 1594 | loss: 0.0311557 | val_loss: 0.031179 | Time: 1541.51 ms
[2021-10-05 03:43:29 main:581] : INFO : Epoch 1595 | loss: 0.0311578 | val_loss: 0.0311761 | Time: 1479.45 ms
[2021-10-05 03:43:31 main:581] : INFO : Epoch 1596 | loss: 0.0311598 | val_loss: 0.0311772 | Time: 1451.08 ms
[2021-10-05 03:43:32 main:581] : INFO : Epoch 1597 | loss: 0.0311587 | val_loss: 0.0311772 | Time: 1558.61 ms
[2021-10-05 03:43:34 main:581] : INFO : Epoch 1598 | loss: 0.0311584 | val_loss: 0.0311768 | Time: 1531.47 ms
[2021-10-05 03:43:35 main:581] : INFO : Epoch 1599 | loss: 0.0311566 | val_loss: 0.0311794 | Time: 1417.55 ms
[2021-10-05 03:43:37 main:581] : INFO : Epoch 1600 | loss: 0.0311542 | val_loss: 0.0311766 | Time: 1501.71 ms
[2021-10-05 03:43:38 main:581] : INFO : Epoch 1601 | loss: 0.0311545 | val_loss: 0.0311808 | Time: 1628.57 ms
[2021-10-05 03:43:40 main:581] : INFO : Epoch 1602 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 1605.36 ms
[2021-10-05 03:43:41 main:581] : INFO : Epoch 1603 | loss: 0.0311535 | val_loss: 0.031177 | Time: 1471.18 ms
[2021-10-05 03:43:43 main:581] : INFO : Epoch 1604 | loss: 0.0311552 | val_loss: 0.0311784 | Time: 1482.78 ms
[2021-10-05 03:43:44 main:581] : INFO : Epoch 1605 | loss: 0.0311556 | val_loss: 0.0311794 | Time: 1558.3 ms
[2021-10-05 03:43:46 main:581] : INFO : Epoch 1606 | loss: 0.0311532 | val_loss: 0.0311777 | Time: 1670.64 ms
[2021-10-05 03:43:48 main:581] : INFO : Epoch 1607 | loss: 0.0311541 | val_loss: 0.0311906 | Time: 1692 ms
[2021-10-05 03:43:49 main:581] : INFO : Epoch 1608 | loss: 0.031159 | val_loss: 0.03118 | Time: 1587.61 ms
[2021-10-05 03:43:51 main:581] : INFO : Epoch 1609 | loss: 0.0311579 | val_loss: 0.0311815 | Time: 1614.25 ms
[2021-10-05 03:43:53 main:581] : INFO : Epoch 1610 | loss: 0.0311592 | val_loss: 0.0311801 | Time: 1653.77 ms
[2021-10-05 03:43:54 main:581] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311841 | Time: 1620.84 ms
[2021-10-05 03:43:56 main:581] : INFO : Epoch 1612 | loss: 0.0311604 | val_loss: 0.0311788 | Time: 1620.36 ms
[2021-10-05 03:43:57 main:581] : INFO : Epoch 1613 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 1581.15 ms
[2021-10-05 03:43:59 main:581] : INFO : Epoch 1614 | loss: 0.0311573 | val_loss: 0.0311819 | Time: 1444.71 ms
[2021-10-05 03:44:00 main:581] : INFO : Epoch 1615 | loss: 0.0311576 | val_loss: 0.0311778 | Time: 1542.88 ms
[2021-10-05 03:44:02 main:581] : INFO : Epoch 1616 | loss: 0.0311562 | val_loss: 0.0311757 | Time: 1472.34 ms
[2021-10-05 03:44:03 main:581] : INFO : Epoch 1617 | loss: 0.0311585 | val_loss: 0.0311857 | Time: 1519.15 ms
[2021-10-05 03:44:05 main:581] : INFO : Epoch 1618 | loss: 0.0311575 | val_loss: 0.0311782 | Time: 1483.76 ms
[2021-10-05 03:44:07 main:581] : INFO : Epoch 1619 | loss: 0.0311569 | val_loss: 0.0311799 | Time: 1646.73 ms
[2021-10-05 03:44:08 main:581] : INFO : Epoch 1620 | loss: 0.0311558 | val_loss: 0.0311771 | Time: 1636.86 ms
[2021-10-05 03:44:10 main:581] : INFO : Epoch 1621 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 1619.54 ms
[2021-10-05 03:44:12 main:581] : INFO : Epoch 1622 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 1708.13 ms
[2021-10-05 03:44:13 main:581] : INFO : Epoch 1623 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 1673.67 ms
[2021-10-05 03:44:15 main:581] : INFO : Epoch 1624 | loss: 0.0311556 | val_loss: 0.0311742 | Time: 1516.25 ms
[2021-10-05 03:44:16 main:581] : INFO : Epoch 1625 | loss: 0.0311569 | val_loss: 0.0311759 | Time: 1658.39 ms
[2021-10-05 03:44:18 main:581] : INFO : Epoch 1626 | loss: 0.0311567 | val_loss: 0.0311748 | Time: 1656.78 ms
[2021-10-05 03:44:20 main:581] : INFO : Epoch 1627 | loss: 0.0311551 | val_loss: 0.0311761 | Time: 1579.36 ms
[2021-10-05 03:44:21 main:581] : INFO : Epoch 1628 | loss: 0.0311616 | val_loss: 0.0311761 | Time: 1574.37 ms
[2021-10-05 03:44:23 main:581] : INFO : Epoch 1629 | loss: 0.0311639 | val_loss: 0.0311789 | Time: 1536.15 ms
[2021-10-05 03:44:24 main:581] : INFO : Epoch 1630 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 1443.01 ms
[2021-10-05 03:44:26 main:581] : INFO : Epoch 1631 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 1533.09 ms
[2021-10-05 03:44:27 main:581] : INFO : Epoch 1632 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 1552.97 ms
[2021-10-05 03:44:29 main:581] : INFO : Epoch 1633 | loss: 0.0311614 | val_loss: 0.0311768 | Time: 1524.32 ms
[2021-10-05 03:44:30 main:581] : INFO : Epoch 1634 | loss: 0.0311614 | val_loss: 0.031173 | Time: 1449.54 ms
[2021-10-05 03:44:32 main:581] : INFO : Epoch 1635 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 1394.39 ms
[2021-10-05 03:44:33 main:581] : INFO : Epoch 1636 | loss: 0.0311587 | val_loss: 0.0311746 | Time: 1562.39 ms
[2021-10-05 03:44:35 main:581] : INFO : Epoch 1637 | loss: 0.0311589 | val_loss: 0.0311755 | Time: 1720.12 ms
[2021-10-05 03:44:36 main:581] : INFO : Epoch 1638 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1571.77 ms
[2021-10-05 03:44:38 main:581] : INFO : Epoch 1639 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1647.98 ms
[2021-10-05 03:44:40 main:581] : INFO : Epoch 1640 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 1483.96 ms
[2021-10-05 03:44:41 main:581] : INFO : Epoch 1641 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 1548.93 ms
[2021-10-05 03:44:43 main:581] : INFO : Epoch 1642 | loss: 0.0311591 | val_loss: 0.0311748 | Time: 1662.79 ms
[2021-10-05 03:44:44 main:581] : INFO : Epoch 1643 | loss: 0.0311575 | val_loss: 0.0311758 | Time: 1682.99 ms
[2021-10-05 03:44:46 main:581] : INFO : Epoch 1644 | loss: 0.0311578 | val_loss: 0.0311821 | Time: 1605.83 ms
[2021-10-05 03:44:48 main:581] : INFO : Epoch 1645 | loss: 0.0311586 | val_loss: 0.0311738 | Time: 1602.77 ms
[2021-10-05 03:44:49 main:581] : INFO : Epoch 1646 | loss: 0.0311575 | val_loss: 0.0311733 | Time: 1518.37 ms
[2021-10-05 03:44:51 main:581] : INFO : Epoch 1647 | loss: 0.0311587 | val_loss: 0.0311794 | Time: 1502.18 ms
[2021-10-05 03:44:52 main:581] : INFO : Epoch 1648 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 1614.07 ms
[2021-10-05 03:44:54 main:581] : INFO : Epoch 1649 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 1769.02 ms
[2021-10-05 03:44:56 main:581] : INFO : Epoch 1650 | loss: 0.0311569 | val_loss: 0.0311794 | Time: 1445.6 ms
[2021-10-05 03:44:57 main:581] : INFO : Epoch 1651 | loss: 0.0311582 | val_loss: 0.0311729 | Time: 1608.09 ms
[2021-10-05 03:44:59 main:581] : INFO : Epoch 1652 | loss: 0.0311563 | val_loss: 0.0311757 | Time: 1660.56 ms
[2021-10-05 03:45:00 main:581] : INFO : Epoch 1653 | loss: 0.031158 | val_loss: 0.0311826 | Time: 1673.44 ms
[2021-10-05 03:45:02 main:581] : INFO : Epoch 1654 | loss: 0.0311574 | val_loss: 0.0311754 | Time: 1681.3 ms
[2021-10-05 03:45:04 main:581] : INFO : Epoch 1655 | loss: 0.0311566 | val_loss: 0.0311762 | Time: 1666.44 ms
[2021-10-05 03:45:05 main:581] : INFO : Epoch 1656 | loss: 0.0311583 | val_loss: 0.031174 | Time: 1660.96 ms
[2021-10-05 03:45:07 main:581] : INFO : Epoch 1657 | loss: 0.0311567 | val_loss: 0.0311775 | Time: 1453.93 ms
[2021-10-05 03:45:09 main:581] : INFO : Epoch 1658 | loss: 0.0311568 | val_loss: 0.0311754 | Time: 1571.84 ms
[2021-10-05 03:45:10 main:581] : INFO : Epoch 1659 | loss: 0.0311577 | val_loss: 0.0311744 | Time: 1538.47 ms
[2021-10-05 03:45:12 main:581] : INFO : Epoch 1660 | loss: 0.0311557 | val_loss: 0.031176 | Time: 1672.46 ms
[2021-10-05 03:45:13 main:581] : INFO : Epoch 1661 | loss: 0.0311547 | val_loss: 0.0311784 | Time: 1651.22 ms
[2021-10-05 03:45:15 main:581] : INFO : Epoch 1662 | loss: 0.031154 | val_loss: 0.031174 | Time: 1594.39 ms
[2021-10-05 03:45:17 main:581] : INFO : Epoch 1663 | loss: 0.0311539 | val_loss: 0.0311755 | Time: 1529.19 ms
[2021-10-05 03:45:18 main:581] : INFO : Epoch 1664 | loss: 0.031157 | val_loss: 0.0311754 | Time: 1458.75 ms
[2021-10-05 03:45:19 main:581] : INFO : Epoch 1665 | loss: 0.031156 | val_loss: 0.0311784 | Time: 1487.6 ms
[2021-10-05 03:45:21 main:581] : INFO : Epoch 1666 | loss: 0.0311553 | val_loss: 0.0311849 | Time: 1574.54 ms
[2021-10-05 03:45:23 main:581] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 1526.33 ms
[2021-10-05 03:45:24 main:581] : INFO : Epoch 1668 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 1585.7 ms
[2021-10-05 03:45:26 main:581] : INFO : Epoch 1669 | loss: 0.0311574 | val_loss: 0.0311778 | Time: 1621.81 ms
[2021-10-05 03:45:27 main:581] : INFO : Epoch 1670 | loss: 0.0311581 | val_loss: 0.0311732 | Time: 1583.48 ms
[2021-10-05 03:45:29 main:581] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.031173 | Time: 1578.63 ms
[2021-10-05 03:45:30 main:581] : INFO : Epoch 1672 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 1493.53 ms
[2021-10-05 03:45:32 main:581] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.031173 | Time: 1531.15 ms
[2021-10-05 03:45:33 main:581] : INFO : Epoch 1674 | loss: 0.0311586 | val_loss: 0.0311799 | Time: 1459.25 ms
[2021-10-05 03:45:35 main:581] : INFO : Epoch 1675 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 1494.9 ms
[2021-10-05 03:45:36 main:581] : INFO : Epoch 1676 | loss: 0.0311584 | val_loss: 0.0311742 | Time: 1558.84 ms
[2021-10-05 03:45:38 main:581] : INFO : Epoch 1677 | loss: 0.0311592 | val_loss: 0.0311775 | Time: 1583.13 ms
[2021-10-05 03:45:40 main:581] : INFO : Epoch 1678 | loss: 0.0311584 | val_loss: 0.0311777 | Time: 1561.29 ms
[2021-10-05 03:45:41 main:581] : INFO : Epoch 1679 | loss: 0.0311596 | val_loss: 0.031173 | Time: 1628.86 ms
[2021-10-05 03:45:43 main:581] : INFO : Epoch 1680 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 1488.45 ms
[2021-10-05 03:45:44 main:581] : INFO : Epoch 1681 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 1537.11 ms
[2021-10-05 03:45:46 main:581] : INFO : Epoch 1682 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 1590.02 ms
[2021-10-05 03:45:47 main:581] : INFO : Epoch 1683 | loss: 0.0311624 | val_loss: 0.031178 | Time: 1631.83 ms
[2021-10-05 03:45:49 main:581] : INFO : Epoch 1684 | loss: 0.031162 | val_loss: 0.0311759 | Time: 1707.41 ms
[2021-10-05 03:45:51 main:581] : INFO : Epoch 1685 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 1704.45 ms
[2021-10-05 03:45:53 main:581] : INFO : Epoch 1686 | loss: 0.03116 | val_loss: 0.0311765 | Time: 1606.86 ms
[2021-10-05 03:45:54 main:581] : INFO : Epoch 1687 | loss: 0.0311606 | val_loss: 0.0311743 | Time: 1629.27 ms
[2021-10-05 03:45:56 main:581] : INFO : Epoch 1688 | loss: 0.0311594 | val_loss: 0.0311769 | Time: 1551.49 ms
[2021-10-05 03:45:57 main:581] : INFO : Epoch 1689 | loss: 0.0311581 | val_loss: 0.0311785 | Time: 1567.41 ms
[2021-10-05 03:45:59 main:581] : INFO : Epoch 1690 | loss: 0.0311589 | val_loss: 0.0311762 | Time: 1502.91 ms
[2021-10-05 03:46:00 main:581] : INFO : Epoch 1691 | loss: 0.031159 | val_loss: 0.031177 | Time: 1547.47 ms
[2021-10-05 03:46:02 main:581] : INFO : Epoch 1692 | loss: 0.0311606 | val_loss: 0.031182 | Time: 1563.34 ms
[2021-10-05 03:46:03 main:581] : INFO : Epoch 1693 | loss: 0.0311595 | val_loss: 0.031179 | Time: 1486.46 ms
[2021-10-05 03:46:05 main:581] : INFO : Epoch 1694 | loss: 0.0311581 | val_loss: 0.0311829 | Time: 1528.33 ms
[2021-10-05 03:46:06 main:581] : INFO : Epoch 1695 | loss: 0.0311572 | val_loss: 0.0311796 | Time: 1576.02 ms
[2021-10-05 03:46:08 main:581] : INFO : Epoch 1696 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1648.22 ms
[2021-10-05 03:46:10 main:581] : INFO : Epoch 1697 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1660.84 ms
[2021-10-05 03:46:11 main:581] : INFO : Epoch 1698 | loss: 0.0311653 | val_loss: 0.0311776 | Time: 1570.86 ms
[2021-10-05 03:46:13 main:581] : INFO : Epoch 1699 | loss: 0.031166 | val_loss: 0.0311762 | Time: 1694.19 ms
[2021-10-05 03:46:15 main:581] : INFO : Epoch 1700 | loss: 0.031166 | val_loss: 0.0311821 | Time: 1588.69 ms
[2021-10-05 03:46:16 main:581] : INFO : Epoch 1701 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 1606.2 ms
[2021-10-05 03:46:18 main:581] : INFO : Epoch 1702 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 1614.32 ms
[2021-10-05 03:46:20 main:581] : INFO : Epoch 1703 | loss: 0.0311627 | val_loss: 0.0311756 | Time: 1680.16 ms
[2021-10-05 03:46:21 main:581] : INFO : Epoch 1704 | loss: 0.0311625 | val_loss: 0.0311754 | Time: 1589.24 ms
[2021-10-05 03:46:23 main:581] : INFO : Epoch 1705 | loss: 0.0311608 | val_loss: 0.0311779 | Time: 1543.6 ms
[2021-10-05 03:46:24 main:581] : INFO : Epoch 1706 | loss: 0.0311625 | val_loss: 0.0311798 | Time: 1529.74 ms
[2021-10-05 03:46:26 main:581] : INFO : Epoch 1707 | loss: 0.0311653 | val_loss: 0.0311795 | Time: 1519.38 ms
[2021-10-05 03:46:27 main:581] : INFO : Epoch 1708 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 1554.28 ms
[2021-10-05 03:46:29 main:581] : INFO : Epoch 1709 | loss: 0.031164 | val_loss: 0.0311765 | Time: 1490.39 ms
[2021-10-05 03:46:30 main:581] : INFO : Epoch 1710 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 1516.51 ms
[2021-10-05 03:46:32 main:581] : INFO : Epoch 1711 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 1660.05 ms
[2021-10-05 03:46:33 main:581] : INFO : Epoch 1712 | loss: 0.0311621 | val_loss: 0.0311818 | Time: 1517.14 ms
[2021-10-05 03:46:35 main:581] : INFO : Epoch 1713 | loss: 0.0311611 | val_loss: 0.0311787 | Time: 1524.43 ms
[2021-10-05 03:46:37 main:581] : INFO : Epoch 1714 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 1619.06 ms
[2021-10-05 03:46:38 main:581] : INFO : Epoch 1715 | loss: 0.0311613 | val_loss: 0.0311769 | Time: 1649.58 ms
[2021-10-05 03:46:40 main:581] : INFO : Epoch 1716 | loss: 0.0311612 | val_loss: 0.0311822 | Time: 1616.65 ms
[2021-10-05 03:46:41 main:581] : INFO : Epoch 1717 | loss: 0.0311609 | val_loss: 0.0311821 | Time: 1444.47 ms
[2021-10-05 03:46:43 main:581] : INFO : Epoch 1718 | loss: 0.0311578 | val_loss: 0.0311779 | Time: 1663.13 ms
[2021-10-05 03:46:45 main:581] : INFO : Epoch 1719 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 1624.23 ms
[2021-10-05 03:46:46 main:581] : INFO : Epoch 1720 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 1636.05 ms
[2021-10-05 03:46:48 main:581] : INFO : Epoch 1721 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 1593.21 ms
[2021-10-05 03:46:49 main:581] : INFO : Epoch 1722 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1458.01 ms
[2021-10-05 03:46:51 main:581] : INFO : Epoch 1723 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 1512.61 ms
[2021-10-05 03:46:52 main:581] : INFO : Epoch 1724 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 1475.25 ms
[2021-10-05 03:46:54 main:581] : INFO : Epoch 1725 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 1551.05 ms
[2021-10-05 03:46:55 main:581] : INFO : Epoch 1726 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 1653.07 ms
[2021-10-05 03:46:57 main:581] : INFO : Epoch 1727 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 1603.4 ms
[2021-10-05 03:46:59 main:581] : INFO : Epoch 1728 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 1639.2 ms
[2021-10-05 03:47:00 main:581] : INFO : Epoch 1729 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1572.09 ms
[2021-10-05 03:47:02 main:581] : INFO : Epoch 1730 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 1636.13 ms
[2021-10-05 03:47:04 main:581] : INFO : Epoch 1731 | loss: 0.031164 | val_loss: 0.0311729 | Time: 1681.02 ms
[2021-10-05 03:47:05 main:581] : INFO : Epoch 1732 | loss: 0.0311624 | val_loss: 0.0311763 | Time: 1607.77 ms
[2021-10-05 03:47:07 main:581] : INFO : Epoch 1733 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 1487.49 ms
[2021-10-05 03:47:08 main:581] : INFO : Epoch 1734 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1636.22 ms
[2021-10-05 03:47:10 main:581] : INFO : Epoch 1735 | loss: 0.0311679 | val_loss: 0.031175 | Time: 1626.01 ms
[2021-10-05 03:47:12 main:581] : INFO : Epoch 1736 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 1705.62 ms
[2021-10-05 03:47:13 main:581] : INFO : Epoch 1737 | loss: 0.0311663 | val_loss: 0.031178 | Time: 1585.58 ms
[2021-10-05 03:47:15 main:581] : INFO : Epoch 1738 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1494.38 ms
[2021-10-05 03:47:16 main:581] : INFO : Epoch 1739 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 1556.58 ms
[2021-10-05 03:47:18 main:581] : INFO : Epoch 1740 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1552.45 ms
[2021-10-05 03:47:19 main:581] : INFO : Epoch 1741 | loss: 0.031165 | val_loss: 0.031174 | Time: 1491.88 ms
[2021-10-05 03:47:21 main:581] : INFO : Epoch 1742 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 1658.3 ms
[2021-10-05 03:47:23 main:581] : INFO : Epoch 1743 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 1666.56 ms
[2021-10-05 03:47:24 main:581] : INFO : Epoch 1744 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 1602.48 ms
[2021-10-05 03:47:26 main:581] : INFO : Epoch 1745 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1666.06 ms
[2021-10-05 03:47:28 main:581] : INFO : Epoch 1746 | loss: 0.0311716 | val_loss: 0.031179 | Time: 1638.48 ms
[2021-10-05 03:47:29 main:581] : INFO : Epoch 1747 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 1572.41 ms
[2021-10-05 03:47:31 main:581] : INFO : Epoch 1748 | loss: 0.0311779 | val_loss: 0.0311798 | Time: 1495.23 ms
[2021-10-05 03:47:32 main:581] : INFO : Epoch 1749 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 1517.6 ms
[2021-10-05 03:47:34 main:581] : INFO : Epoch 1750 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 1595.71 ms
[2021-10-05 03:47:35 main:581] : INFO : Epoch 1751 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 1605.77 ms
[2021-10-05 03:47:37 main:581] : INFO : Epoch 1752 | loss: 0.0311936 | val_loss: 0.0311897 | Time: 1581.62 ms
[2021-10-05 03:47:39 main:581] : INFO : Epoch 1753 | loss: 0.0311919 | val_loss: 0.0311888 | Time: 1527.24 ms
[2021-10-05 03:47:40 main:581] : INFO : Epoch 1754 | loss: 0.0311896 | val_loss: 0.0311877 | Time: 1459.32 ms
[2021-10-05 03:47:42 main:581] : INFO : Epoch 1755 | loss: 0.0311872 | val_loss: 0.0311901 | Time: 1580.34 ms
[2021-10-05 03:47:43 main:581] : INFO : Epoch 1756 | loss: 0.0311879 | val_loss: 0.031188 | Time: 1672.21 ms
[2021-10-05 03:47:45 main:581] : INFO : Epoch 1757 | loss: 0.031185 | val_loss: 0.0311861 | Time: 1592.8 ms
[2021-10-05 03:47:46 main:581] : INFO : Epoch 1758 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1637.3 ms
[2021-10-05 03:47:48 main:581] : INFO : Epoch 1759 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 1651.93 ms
[2021-10-05 03:47:50 main:581] : INFO : Epoch 1760 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 1614.73 ms
[2021-10-05 03:47:51 main:581] : INFO : Epoch 1761 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1621.45 ms
[2021-10-05 03:47:53 main:581] : INFO : Epoch 1762 | loss: 0.0311867 | val_loss: 0.0311964 | Time: 1566.73 ms
[2021-10-05 03:47:54 main:581] : INFO : Epoch 1763 | loss: 0.0311876 | val_loss: 0.0311859 | Time: 1540.24 ms
[2021-10-05 03:47:56 main:581] : INFO : Epoch 1764 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 1514.83 ms
[2021-10-05 03:47:58 main:581] : INFO : Epoch 1765 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 1617.45 ms
[2021-10-05 03:47:59 main:581] : INFO : Epoch 1766 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 1700.86 ms
[2021-10-05 03:48:01 main:581] : INFO : Epoch 1767 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 1616.57 ms
[2021-10-05 03:48:02 main:581] : INFO : Epoch 1768 | loss: 0.0311799 | val_loss: 0.031184 | Time: 1600.77 ms
[2021-10-05 03:48:04 main:581] : INFO : Epoch 1769 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 1491.12 ms
[2021-10-05 03:48:06 main:581] : INFO : Epoch 1770 | loss: 0.0311802 | val_loss: 0.0311852 | Time: 1539.58 ms
[2021-10-05 03:48:07 main:581] : INFO : Epoch 1771 | loss: 0.0311802 | val_loss: 0.0311864 | Time: 1671.9 ms
[2021-10-05 03:48:09 main:581] : INFO : Epoch 1772 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 1629.83 ms
[2021-10-05 03:48:10 main:581] : INFO : Epoch 1773 | loss: 0.0311786 | val_loss: 0.0311858 | Time: 1653.8 ms
[2021-10-05 03:48:12 main:581] : INFO : Epoch 1774 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 1645.74 ms
[2021-10-05 03:48:14 main:581] : INFO : Epoch 1775 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 1615.88 ms
[2021-10-05 03:48:15 main:581] : INFO : Epoch 1776 | loss: 0.0311779 | val_loss: 0.0311843 | Time: 1524.52 ms
[2021-10-05 03:48:17 main:581] : INFO : Epoch 1777 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1589.44 ms
[2021-10-05 03:48:18 main:581] : INFO : Epoch 1778 | loss: 0.0311788 | val_loss: 0.0311859 | Time: 1565.33 ms
[2021-10-05 03:48:20 main:581] : INFO : Epoch 1779 | loss: 0.0311797 | val_loss: 0.0311895 | Time: 1553.52 ms
[2021-10-05 03:48:21 main:581] : INFO : Epoch 1780 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 1501.31 ms
[2021-10-05 03:48:23 main:581] : INFO : Epoch 1781 | loss: 0.0311783 | val_loss: 0.0311847 | Time: 1580.82 ms
[2021-10-05 03:48:25 main:581] : INFO : Epoch 1782 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 1680.09 ms
[2021-10-05 03:48:26 main:581] : INFO : Epoch 1783 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 1654.78 ms
[2021-10-05 03:48:28 main:581] : INFO : Epoch 1784 | loss: 0.031176 | val_loss: 0.0311831 | Time: 1704.02 ms
[2021-10-05 03:48:30 main:581] : INFO : Epoch 1785 | loss: 0.0311762 | val_loss: 0.0311843 | Time: 1665.52 ms
[2021-10-05 03:48:31 main:581] : INFO : Epoch 1786 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 1627.38 ms
[2021-10-05 03:48:33 main:581] : INFO : Epoch 1787 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 1531.51 ms
[2021-10-05 03:48:35 main:581] : INFO : Epoch 1788 | loss: 0.0311772 | val_loss: 0.031188 | Time: 1658.7 ms
[2021-10-05 03:48:36 main:581] : INFO : Epoch 1789 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1657.82 ms
[2021-10-05 03:48:38 main:581] : INFO : Epoch 1790 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 1652.08 ms
[2021-10-05 03:48:39 main:581] : INFO : Epoch 1791 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 1450.62 ms
[2021-10-05 03:48:41 main:581] : INFO : Epoch 1792 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 1491.87 ms
[2021-10-05 03:48:42 main:581] : INFO : Epoch 1793 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 1532.74 ms
[2021-10-05 03:48:44 main:581] : INFO : Epoch 1794 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 1518.95 ms
[2021-10-05 03:48:45 main:581] : INFO : Epoch 1795 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 1479.44 ms
[2021-10-05 03:48:47 main:581] : INFO : Epoch 1796 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 1613.39 ms
[2021-10-05 03:48:48 main:581] : INFO : Epoch 1797 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 1456.19 ms
[2021-10-05 03:48:50 main:581] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.031182 | Time: 1548.45 ms
[2021-10-05 03:48:52 main:581] : INFO : Epoch 1799 | loss: 0.031174 | val_loss: 0.0311814 | Time: 1677.71 ms
[2021-10-05 03:48:53 main:581] : INFO : Epoch 1800 | loss: 0.0311744 | val_loss: 0.0311864 | Time: 1534.7 ms
[2021-10-05 03:48:55 main:581] : INFO : Epoch 1801 | loss: 0.0311766 | val_loss: 0.0311849 | Time: 1518.85 ms
[2021-10-05 03:48:56 main:581] : INFO : Epoch 1802 | loss: 0.0311758 | val_loss: 0.031182 | Time: 1551.77 ms
[2021-10-05 03:48:58 main:581] : INFO : Epoch 1803 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1618.26 ms
[2021-10-05 03:49:00 main:581] : INFO : Epoch 1804 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 1714.74 ms
[2021-10-05 03:49:01 main:581] : INFO : Epoch 1805 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 1616.72 ms
[2021-10-05 03:49:03 main:581] : INFO : Epoch 1806 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 1606.65 ms
[2021-10-05 03:49:04 main:581] : INFO : Epoch 1807 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 1489.53 ms
[2021-10-05 03:49:06 main:581] : INFO : Epoch 1808 | loss: 0.0311724 | val_loss: 0.0311817 | Time: 1521.42 ms
[2021-10-05 03:49:07 main:581] : INFO : Epoch 1809 | loss: 0.0311733 | val_loss: 0.0311822 | Time: 1546.78 ms
[2021-10-05 03:49:09 main:581] : INFO : Epoch 1810 | loss: 0.031173 | val_loss: 0.0311806 | Time: 1525.54 ms
[2021-10-05 03:49:10 main:581] : INFO : Epoch 1811 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 1573.03 ms
[2021-10-05 03:49:12 main:581] : INFO : Epoch 1812 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 1595.57 ms
[2021-10-05 03:49:14 main:581] : INFO : Epoch 1813 | loss: 0.0311728 | val_loss: 0.03118 | Time: 1635.96 ms
[2021-10-05 03:49:15 main:581] : INFO : Epoch 1814 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 1673.54 ms
[2021-10-05 03:49:17 main:581] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.031183 | Time: 1626.58 ms
[2021-10-05 03:49:19 main:581] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 1568.59 ms
[2021-10-05 03:49:20 main:581] : INFO : Epoch 1817 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 1585.67 ms
[2021-10-05 03:49:22 main:581] : INFO : Epoch 1818 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 1672.44 ms
[2021-10-05 03:49:23 main:581] : INFO : Epoch 1819 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 1483.41 ms
[2021-10-05 03:49:25 main:581] : INFO : Epoch 1820 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1472.46 ms
[2021-10-05 03:49:27 main:581] : INFO : Epoch 1821 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 1722.09 ms
[2021-10-05 03:49:28 main:581] : INFO : Epoch 1822 | loss: 0.0311736 | val_loss: 0.0311784 | Time: 1600.45 ms
[2021-10-05 03:49:30 main:581] : INFO : Epoch 1823 | loss: 0.0311731 | val_loss: 0.0311844 | Time: 1580.1 ms
[2021-10-05 03:49:31 main:581] : INFO : Epoch 1824 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1492.87 ms
[2021-10-05 03:49:33 main:581] : INFO : Epoch 1825 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1521.88 ms
[2021-10-05 03:49:34 main:581] : INFO : Epoch 1826 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1539.97 ms
[2021-10-05 03:49:36 main:581] : INFO : Epoch 1827 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1462.67 ms
[2021-10-05 03:49:37 main:581] : INFO : Epoch 1828 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 1523.1 ms
[2021-10-05 03:49:39 main:581] : INFO : Epoch 1829 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 1545.3 ms
[2021-10-05 03:49:40 main:581] : INFO : Epoch 1830 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 1570.8 ms
[2021-10-05 03:49:42 main:581] : INFO : Epoch 1831 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1581.98 ms
[2021-10-05 03:49:43 main:581] : INFO : Epoch 1832 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1508.38 ms
[2021-10-05 03:49:45 main:581] : INFO : Epoch 1833 | loss: 0.0311711 | val_loss: 0.031177 | Time: 1628.69 ms
[2021-10-05 03:49:47 main:581] : INFO : Epoch 1834 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 1673.83 ms
[2021-10-05 03:49:48 main:581] : INFO : Epoch 1835 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1521.15 ms
[2021-10-05 03:49:50 main:581] : INFO : Epoch 1836 | loss: 0.031172 | val_loss: 0.031178 | Time: 1570.9 ms
[2021-10-05 03:49:51 main:581] : INFO : Epoch 1837 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 1496.33 ms
[2021-10-05 03:49:53 main:581] : INFO : Epoch 1838 | loss: 0.0311703 | val_loss: 0.031177 | Time: 1542.09 ms
[2021-10-05 03:49:55 main:581] : INFO : Epoch 1839 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1679.6 ms
[2021-10-05 03:49:56 main:581] : INFO : Epoch 1840 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 1715.47 ms
[2021-10-05 03:49:58 main:581] : INFO : Epoch 1841 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 1593.35 ms
[2021-10-05 03:49:59 main:581] : INFO : Epoch 1842 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1550.5 ms
[2021-10-05 03:50:01 main:581] : INFO : Epoch 1843 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 1499.87 ms
[2021-10-05 03:50:03 main:581] : INFO : Epoch 1844 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 1623.27 ms
[2021-10-05 03:50:04 main:581] : INFO : Epoch 1845 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 1746.77 ms
[2021-10-05 03:50:06 main:581] : INFO : Epoch 1846 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 1540.21 ms
[2021-10-05 03:50:08 main:581] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 1666.8 ms
[2021-10-05 03:50:09 main:581] : INFO : Epoch 1848 | loss: 0.031194 | val_loss: 0.0312635 | Time: 1643.48 ms
[2021-10-05 03:50:11 main:581] : INFO : Epoch 1849 | loss: 0.0398327 | val_loss: 0.0347739 | Time: 1560.61 ms
[2021-10-05 03:50:12 main:581] : INFO : Epoch 1850 | loss: 0.0330917 | val_loss: 0.0322264 | Time: 1557.98 ms
[2021-10-05 03:50:14 main:581] : INFO : Epoch 1851 | loss: 0.0315724 | val_loss: 0.0313355 | Time: 1482.51 ms
[2021-10-05 03:50:15 main:581] : INFO : Epoch 1852 | loss: 0.031283 | val_loss: 0.0312471 | Time: 1572.22 ms
[2021-10-05 03:50:17 main:581] : INFO : Epoch 1853 | loss: 0.0312462 | val_loss: 0.0312392 | Time: 1566.09 ms
[2021-10-05 03:50:19 main:581] : INFO : Epoch 1854 | loss: 0.0312354 | val_loss: 0.0312305 | Time: 1644.75 ms
[2021-10-05 03:50:20 main:581] : INFO : Epoch 1855 | loss: 0.0312295 | val_loss: 0.0312253 | Time: 1649.26 ms
[2021-10-05 03:50:22 main:581] : INFO : Epoch 1856 | loss: 0.0312247 | val_loss: 0.0312213 | Time: 1655.26 ms
[2021-10-05 03:50:24 main:581] : INFO : Epoch 1857 | loss: 0.0312206 | val_loss: 0.0312168 | Time: 1632.59 ms
[2021-10-05 03:50:25 main:581] : INFO : Epoch 1858 | loss: 0.0312171 | val_loss: 0.0312131 | Time: 1496.82 ms
[2021-10-05 03:50:27 main:581] : INFO : Epoch 1859 | loss: 0.0312128 | val_loss: 0.0312089 | Time: 1585.89 ms
[2021-10-05 03:50:28 main:581] : INFO : Epoch 1860 | loss: 0.0312082 | val_loss: 0.0312052 | Time: 1627.29 ms
[2021-10-05 03:50:30 main:581] : INFO : Epoch 1861 | loss: 0.0312022 | val_loss: 0.0311986 | Time: 1682.49 ms
[2021-10-05 03:50:32 main:581] : INFO : Epoch 1862 | loss: 0.031197 | val_loss: 0.0311934 | Time: 1647.56 ms
[2021-10-05 03:50:33 main:581] : INFO : Epoch 1863 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 1683.11 ms
[2021-10-05 03:50:35 main:581] : INFO : Epoch 1864 | loss: 0.0311906 | val_loss: 0.031188 | Time: 1646 ms
[2021-10-05 03:50:37 main:581] : INFO : Epoch 1865 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 1641.02 ms
[2021-10-05 03:50:38 main:581] : INFO : Epoch 1866 | loss: 0.0311876 | val_loss: 0.0311867 | Time: 1562.94 ms
[2021-10-05 03:50:40 main:581] : INFO : Epoch 1867 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 1549.28 ms
[2021-10-05 03:50:41 main:581] : INFO : Epoch 1868 | loss: 0.0311863 | val_loss: 0.0311859 | Time: 1585.33 ms
[2021-10-05 03:50:43 main:581] : INFO : Epoch 1869 | loss: 0.0311851 | val_loss: 0.0311842 | Time: 1523.63 ms
[2021-10-05 03:50:44 main:581] : INFO : Epoch 1870 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 1537.38 ms
[2021-10-05 03:50:46 main:581] : INFO : Epoch 1871 | loss: 0.0311831 | val_loss: 0.0311833 | Time: 1540.28 ms
[2021-10-05 03:50:47 main:581] : INFO : Epoch 1872 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 1558.36 ms
[2021-10-05 03:50:49 main:581] : INFO : Epoch 1873 | loss: 0.0311824 | val_loss: 0.0311827 | Time: 1645.62 ms
[2021-10-05 03:50:51 main:581] : INFO : Epoch 1874 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 1596.08 ms
[2021-10-05 03:50:52 main:581] : INFO : Epoch 1875 | loss: 0.031181 | val_loss: 0.0311821 | Time: 1666.72 ms
[2021-10-05 03:50:54 main:581] : INFO : Epoch 1876 | loss: 0.031181 | val_loss: 0.0311832 | Time: 1680.02 ms
[2021-10-05 03:50:56 main:581] : INFO : Epoch 1877 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 1647.51 ms
[2021-10-05 03:50:57 main:581] : INFO : Epoch 1878 | loss: 0.0311798 | val_loss: 0.0311836 | Time: 1648.79 ms
[2021-10-05 03:50:59 main:581] : INFO : Epoch 1879 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 1625.85 ms
[2021-10-05 03:51:01 main:581] : INFO : Epoch 1880 | loss: 0.031179 | val_loss: 0.0311826 | Time: 1672.98 ms
[2021-10-05 03:51:02 main:581] : INFO : Epoch 1881 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 1645.94 ms
[2021-10-05 03:51:04 main:581] : INFO : Epoch 1882 | loss: 0.0311784 | val_loss: 0.0311833 | Time: 1599.64 ms
[2021-10-05 03:51:05 main:581] : INFO : Epoch 1883 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 1513.31 ms
[2021-10-05 03:51:07 main:581] : INFO : Epoch 1884 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 1444.67 ms
[2021-10-05 03:51:08 main:581] : INFO : Epoch 1885 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 1486.19 ms
[2021-10-05 03:51:10 main:581] : INFO : Epoch 1886 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 1523.97 ms
[2021-10-05 03:51:11 main:581] : INFO : Epoch 1887 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1523.08 ms
[2021-10-05 03:51:13 main:581] : INFO : Epoch 1888 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 1553.83 ms
[2021-10-05 03:51:15 main:581] : INFO : Epoch 1889 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 1691.71 ms
[2021-10-05 03:51:16 main:581] : INFO : Epoch 1890 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 1703.23 ms
[2021-10-05 03:51:18 main:581] : INFO : Epoch 1891 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1578.82 ms
[2021-10-05 03:51:19 main:581] : INFO : Epoch 1892 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 1666.97 ms
[2021-10-05 03:51:21 main:581] : INFO : Epoch 1893 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1676.53 ms
[2021-10-05 03:51:23 main:581] : INFO : Epoch 1894 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1624.69 ms
[2021-10-05 03:51:24 main:581] : INFO : Epoch 1895 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 1587.85 ms
[2021-10-05 03:51:26 main:581] : INFO : Epoch 1896 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1655.4 ms
[2021-10-05 03:51:28 main:581] : INFO : Epoch 1897 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1619.78 ms
[2021-10-05 03:51:29 main:581] : INFO : Epoch 1898 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1667.28 ms
[2021-10-05 03:51:31 main:581] : INFO : Epoch 1899 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 1572.05 ms
[2021-10-05 03:51:32 main:581] : INFO : Epoch 1900 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 1543.35 ms
[2021-10-05 03:51:34 main:581] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.0311795 | Time: 1520.2 ms
[2021-10-05 03:51:36 main:581] : INFO : Epoch 1902 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1574.83 ms
[2021-10-05 03:51:37 main:581] : INFO : Epoch 1903 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 1546.6 ms
[2021-10-05 03:51:39 main:581] : INFO : Epoch 1904 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1599.67 ms
[2021-10-05 03:51:40 main:581] : INFO : Epoch 1905 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1639.06 ms
[2021-10-05 03:51:42 main:581] : INFO : Epoch 1906 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1626.44 ms
[2021-10-05 03:51:44 main:581] : INFO : Epoch 1907 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 1659.11 ms
[2021-10-05 03:51:45 main:581] : INFO : Epoch 1908 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1659.15 ms
[2021-10-05 03:51:47 main:581] : INFO : Epoch 1909 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 1679.11 ms
[2021-10-05 03:51:49 main:581] : INFO : Epoch 1910 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 1561.72 ms
[2021-10-05 03:51:50 main:581] : INFO : Epoch 1911 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 1488.45 ms
[2021-10-05 03:51:52 main:581] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 1643.81 ms
[2021-10-05 03:51:53 main:581] : INFO : Epoch 1913 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 1502.34 ms
[2021-10-05 03:51:55 main:581] : INFO : Epoch 1914 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 1541.5 ms
[2021-10-05 03:51:56 main:581] : INFO : Epoch 1915 | loss: 0.031172 | val_loss: 0.0311795 | Time: 1610.87 ms
[2021-10-05 03:51:58 main:581] : INFO : Epoch 1916 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1511.23 ms
[2021-10-05 03:51:59 main:581] : INFO : Epoch 1917 | loss: 0.0311764 | val_loss: 0.0311795 | Time: 1543.31 ms
[2021-10-05 03:52:01 main:581] : INFO : Epoch 1918 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 1505.89 ms
[2021-10-05 03:52:02 main:581] : INFO : Epoch 1919 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 1595.12 ms
[2021-10-05 03:52:04 main:581] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1470.38 ms
[2021-10-05 03:52:05 main:581] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 1480.37 ms
[2021-10-05 03:52:07 main:581] : INFO : Epoch 1922 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 1589 ms
[2021-10-05 03:52:09 main:581] : INFO : Epoch 1923 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 1513.73 ms
[2021-10-05 03:52:10 main:581] : INFO : Epoch 1924 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1484.91 ms
[2021-10-05 03:52:12 main:581] : INFO : Epoch 1925 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 1556.72 ms
[2021-10-05 03:52:13 main:581] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.031177 | Time: 1601.68 ms
[2021-10-05 03:52:15 main:581] : INFO : Epoch 1927 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 1575.28 ms
[2021-10-05 03:52:16 main:581] : INFO : Epoch 1928 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 1490.27 ms
[2021-10-05 03:52:18 main:581] : INFO : Epoch 1929 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 1477.21 ms
[2021-10-05 03:52:19 main:581] : INFO : Epoch 1930 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 1560.26 ms
[2021-10-05 03:52:21 main:581] : INFO : Epoch 1931 | loss: 0.031173 | val_loss: 0.0311751 | Time: 1651.1 ms
[2021-10-05 03:52:22 main:581] : INFO : Epoch 1932 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 1559.98 ms
[2021-10-05 03:52:24 main:581] : INFO : Epoch 1933 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1455.9 ms
[2021-10-05 03:52:25 main:581] : INFO : Epoch 1934 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 1477.23 ms
[2021-10-05 03:52:27 main:581] : INFO : Epoch 1935 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 1545.1 ms
[2021-10-05 03:52:29 main:581] : INFO : Epoch 1936 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 1724.04 ms
[2021-10-05 03:52:30 main:581] : INFO : Epoch 1937 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 1606.27 ms
[2021-10-05 03:52:32 main:581] : INFO : Epoch 1938 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 1650.47 ms
[2021-10-05 03:52:33 main:581] : INFO : Epoch 1939 | loss: 0.0311702 | val_loss: 0.0311741 | Time: 1482.79 ms
[2021-10-05 03:52:35 main:581] : INFO : Epoch 1940 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 1635.7 ms
[2021-10-05 03:52:37 main:581] : INFO : Epoch 1941 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1496.86 ms
[2021-10-05 03:52:38 main:581] : INFO : Epoch 1942 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 1458.04 ms
[2021-10-05 03:52:40 main:581] : INFO : Epoch 1943 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 1543.29 ms
[2021-10-05 03:52:41 main:581] : INFO : Epoch 1944 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 1611.49 ms
[2021-10-05 03:52:43 main:581] : INFO : Epoch 1945 | loss: 0.0311691 | val_loss: 0.031173 | Time: 1704.52 ms
[2021-10-05 03:52:45 main:581] : INFO : Epoch 1946 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1648.91 ms
[2021-10-05 03:52:46 main:581] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 1603.81 ms
[2021-10-05 03:52:48 main:581] : INFO : Epoch 1948 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 1524.65 ms
[2021-10-05 03:52:49 main:581] : INFO : Epoch 1949 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 1651.74 ms
[2021-10-05 03:52:51 main:581] : INFO : Epoch 1950 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 1660.07 ms
[2021-10-05 03:52:53 main:581] : INFO : Epoch 1951 | loss: 0.031171 | val_loss: 0.0311788 | Time: 1593.46 ms
[2021-10-05 03:52:54 main:581] : INFO : Epoch 1952 | loss: 0.031172 | val_loss: 0.0311749 | Time: 1659.99 ms
[2021-10-05 03:52:56 main:581] : INFO : Epoch 1953 | loss: 0.031171 | val_loss: 0.0311748 | Time: 1635.18 ms
[2021-10-05 03:52:58 main:581] : INFO : Epoch 1954 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 1648.49 ms
[2021-10-05 03:52:59 main:581] : INFO : Epoch 1955 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 1451.26 ms
[2021-10-05 03:53:00 main:581] : INFO : Epoch 1956 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 1455.6 ms
[2021-10-05 03:53:02 main:581] : INFO : Epoch 1957 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 1557.12 ms
[2021-10-05 03:53:03 main:581] : INFO : Epoch 1958 | loss: 0.0311718 | val_loss: 0.031174 | Time: 1460.5 ms
[2021-10-05 03:53:05 main:581] : INFO : Epoch 1959 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1565.05 ms
[2021-10-05 03:53:07 main:581] : INFO : Epoch 1960 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 1576.12 ms
[2021-10-05 03:53:08 main:581] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 1646.13 ms
[2021-10-05 03:53:10 main:581] : INFO : Epoch 1962 | loss: 0.0311703 | val_loss: 0.031178 | Time: 1716.8 ms
[2021-10-05 03:53:11 main:581] : INFO : Epoch 1963 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 1540.56 ms
[2021-10-05 03:53:13 main:581] : INFO : Epoch 1964 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 1714.91 ms
[2021-10-05 03:53:15 main:581] : INFO : Epoch 1965 | loss: 0.0311707 | val_loss: 0.031176 | Time: 1639.79 ms
[2021-10-05 03:53:16 main:581] : INFO : Epoch 1966 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 1667.15 ms
[2021-10-05 03:53:18 main:581] : INFO : Epoch 1967 | loss: 0.0311701 | val_loss: 0.0311729 | Time: 1674.94 ms
[2021-10-05 03:53:20 main:581] : INFO : Epoch 1968 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 1681.21 ms
[2021-10-05 03:53:22 main:581] : INFO : Epoch 1969 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 1685.77 ms
[2021-10-05 03:53:23 main:581] : INFO : Epoch 1970 | loss: 0.0311712 | val_loss: 0.031177 | Time: 1549.26 ms
[2021-10-05 03:53:25 main:581] : INFO : Epoch 1971 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 1517.9 ms
[2021-10-05 03:53:26 main:581] : INFO : Epoch 1972 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1483.91 ms
[2021-10-05 03:53:28 main:581] : INFO : Epoch 1973 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 1599.09 ms
[2021-10-05 03:53:29 main:581] : INFO : Epoch 1974 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 1557.67 ms
[2021-10-05 03:53:31 main:581] : INFO : Epoch 1975 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 1540.54 ms
[2021-10-05 03:53:32 main:581] : INFO : Epoch 1976 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 1531.39 ms
[2021-10-05 03:53:34 main:581] : INFO : Epoch 1977 | loss: 0.0311677 | val_loss: 0.0311711 | Time: 1695.46 ms
[2021-10-05 03:53:36 main:581] : INFO : Epoch 1978 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 1573.75 ms
[2021-10-05 03:53:37 main:581] : INFO : Epoch 1979 | loss: 0.0311673 | val_loss: 0.031172 | Time: 1670.37 ms
[2021-10-05 03:53:39 main:581] : INFO : Epoch 1980 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 1637.37 ms
[2021-10-05 03:53:41 main:581] : INFO : Epoch 1981 | loss: 0.031166 | val_loss: 0.0311721 | Time: 1634.23 ms
[2021-10-05 03:53:42 main:581] : INFO : Epoch 1982 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1602.06 ms
[2021-10-05 03:53:44 main:581] : INFO : Epoch 1983 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1563.19 ms
[2021-10-05 03:53:45 main:581] : INFO : Epoch 1984 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 1562.36 ms
[2021-10-05 03:53:47 main:581] : INFO : Epoch 1985 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1684.06 ms
[2021-10-05 03:53:49 main:581] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 1649.44 ms
[2021-10-05 03:53:50 main:581] : INFO : Epoch 1987 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 1542.89 ms
[2021-10-05 03:53:52 main:581] : INFO : Epoch 1988 | loss: 0.031165 | val_loss: 0.0311727 | Time: 1564.44 ms
[2021-10-05 03:53:53 main:581] : INFO : Epoch 1989 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1429.01 ms
[2021-10-05 03:53:55 main:581] : INFO : Epoch 1990 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 1488.81 ms
[2021-10-05 03:53:56 main:581] : INFO : Epoch 1991 | loss: 0.031164 | val_loss: 0.0311758 | Time: 1544.21 ms
[2021-10-05 03:53:58 main:581] : INFO : Epoch 1992 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 1487.63 ms
[2021-10-05 03:53:59 main:581] : INFO : Epoch 1993 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1570.26 ms
[2021-10-05 03:54:01 main:581] : INFO : Epoch 1994 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 1614.87 ms
[2021-10-05 03:54:02 main:581] : INFO : Epoch 1995 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 1548.16 ms
[2021-10-05 03:54:04 main:581] : INFO : Epoch 1996 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 1661.03 ms
[2021-10-05 03:54:06 main:581] : INFO : Epoch 1997 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 1564.89 ms
[2021-10-05 03:54:07 main:581] : INFO : Epoch 1998 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 1537.91 ms
[2021-10-05 03:54:09 main:581] : INFO : Epoch 1999 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1519.78 ms
[2021-10-05 03:54:10 main:581] : INFO : Epoch 2000 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 1605.93 ms
[2021-10-05 03:54:12 main:581] : INFO : Epoch 2001 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 1603.88 ms
[2021-10-05 03:54:13 main:581] : INFO : Epoch 2002 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 1602.91 ms
[2021-10-05 03:54:15 main:581] : INFO : Epoch 2003 | loss: 0.0311684 | val_loss: 0.031176 | Time: 1533.29 ms
[2021-10-05 03:54:17 main:581] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 1484.55 ms
[2021-10-05 03:54:18 main:581] : INFO : Epoch 2005 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 1512.85 ms
[2021-10-05 03:54:20 main:581] : INFO : Epoch 2006 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 1487.65 ms
[2021-10-05 03:54:21 main:581] : INFO : Epoch 2007 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1666.57 ms
[2021-10-05 03:54:23 main:581] : INFO : Epoch 2008 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 1642.15 ms
[2021-10-05 03:54:24 main:581] : INFO : Epoch 2009 | loss: 0.031166 | val_loss: 0.0311766 | Time: 1576.95 ms
[2021-10-05 03:54:26 main:581] : INFO : Epoch 2010 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 1615.69 ms
[2021-10-05 03:54:28 main:581] : INFO : Epoch 2011 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 1563.34 ms
[2021-10-05 03:54:29 main:581] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.0311746 | Time: 1586.84 ms
[2021-10-05 03:54:31 main:581] : INFO : Epoch 2013 | loss: 0.0311656 | val_loss: 0.0311763 | Time: 1477.89 ms
[2021-10-05 03:54:32 main:581] : INFO : Epoch 2014 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 1485.4 ms
[2021-10-05 03:54:34 main:581] : INFO : Epoch 2015 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 1460.56 ms
[2021-10-05 03:54:35 main:581] : INFO : Epoch 2016 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 1598.82 ms
[2021-10-05 03:54:37 main:581] : INFO : Epoch 2017 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 1567.69 ms
[2021-10-05 03:54:38 main:581] : INFO : Epoch 2018 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 1562.84 ms
[2021-10-05 03:54:40 main:581] : INFO : Epoch 2019 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1535.65 ms
[2021-10-05 03:54:41 main:581] : INFO : Epoch 2020 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1485.12 ms
[2021-10-05 03:54:43 main:581] : INFO : Epoch 2021 | loss: 0.0311658 | val_loss: 0.0311746 | Time: 1464.44 ms
[2021-10-05 03:54:44 main:581] : INFO : Epoch 2022 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1624.02 ms
[2021-10-05 03:54:46 main:581] : INFO : Epoch 2023 | loss: 0.0311685 | val_loss: 0.031175 | Time: 1637.29 ms
[2021-10-05 03:54:48 main:581] : INFO : Epoch 2024 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1547.93 ms
[2021-10-05 03:54:49 main:581] : INFO : Epoch 2025 | loss: 0.0311689 | val_loss: 0.0311721 | Time: 1587.28 ms
[2021-10-05 03:54:51 main:581] : INFO : Epoch 2026 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 1637.34 ms
[2021-10-05 03:54:52 main:581] : INFO : Epoch 2027 | loss: 0.031167 | val_loss: 0.0311732 | Time: 1496.68 ms
[2021-10-05 03:54:54 main:581] : INFO : Epoch 2028 | loss: 0.031166 | val_loss: 0.0311756 | Time: 1558.37 ms
[2021-10-05 03:54:55 main:581] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1462.62 ms
[2021-10-05 03:54:57 main:581] : INFO : Epoch 2030 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 1478.43 ms
[2021-10-05 03:54:58 main:581] : INFO : Epoch 2031 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 1516.85 ms
[2021-10-05 03:55:00 main:581] : INFO : Epoch 2032 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1602.36 ms
[2021-10-05 03:55:02 main:581] : INFO : Epoch 2033 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 1621.21 ms
[2021-10-05 03:55:03 main:581] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311784 | Time: 1523.72 ms
[2021-10-05 03:55:05 main:581] : INFO : Epoch 2035 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1534.18 ms
[2021-10-05 03:55:06 main:581] : INFO : Epoch 2036 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 1642.68 ms
[2021-10-05 03:55:08 main:581] : INFO : Epoch 2037 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1543.24 ms
[2021-10-05 03:55:10 main:581] : INFO : Epoch 2038 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 1677.5 ms
[2021-10-05 03:55:11 main:581] : INFO : Epoch 2039 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 1531.53 ms
[2021-10-05 03:55:13 main:581] : INFO : Epoch 2040 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1597.25 ms
[2021-10-05 03:55:14 main:581] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 1654.61 ms
[2021-10-05 03:55:16 main:581] : INFO : Epoch 2042 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 1499.82 ms
[2021-10-05 03:55:17 main:581] : INFO : Epoch 2043 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1522.33 ms
[2021-10-05 03:55:19 main:581] : INFO : Epoch 2044 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 1489.49 ms
[2021-10-05 03:55:20 main:581] : INFO : Epoch 2045 | loss: 0.0311642 | val_loss: 0.0311739 | Time: 1588.39 ms
[2021-10-05 03:55:22 main:581] : INFO : Epoch 2046 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 1565.29 ms
[2021-10-05 03:55:23 main:581] : INFO : Epoch 2047 | loss: 0.0311646 | val_loss: 0.031176 | Time: 1537.3 ms
[2021-10-05 03:55:25 main:581] : INFO : Epoch 2048 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 1536 ms
[2021-10-05 03:55:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311789
[2021-10-05 03:55:25 main:610] : INFO : Saving end state to config to file
[2021-10-05 03:55:25 main:615] : INFO : Success, exiting..
03:55:25 (29450): 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)