Task 7873613
| Name | ParityModified-1631726883-8721-3_2 |
| Workunit | 5301957 |
| Created | 7 Oct 2021, 4:22:34 UTC |
| Sent | 7 Oct 2021, 6:08:24 UTC |
| Report deadline | 14 Oct 2021, 6:08:24 UTC |
| Received | 7 Oct 2021, 9:05:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10464 |
| Run time | 59 min 13 sec |
| CPU time | 52 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,648.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 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: 0.0311649 | val_loss: 0.0311718 | Time: 1666.02 ms
[2021-10-07 04:17:41 main:574] : INFO : Epoch 1543 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1625.78 ms
[2021-10-07 04:17:43 main:574] : INFO : Epoch 1544 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1660.47 ms
[2021-10-07 04:17:45 main:574] : INFO : Epoch 1545 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 1660.82 ms
[2021-10-07 04:17:46 main:574] : INFO : Epoch 1546 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 1645.09 ms
[2021-10-07 04:17:48 main:574] : INFO : Epoch 1547 | loss: 0.0311671 | val_loss: 0.0311691 | Time: 1679.47 ms
[2021-10-07 04:17:50 main:574] : INFO : Epoch 1548 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 1659.6 ms
[2021-10-07 04:17:52 main:574] : INFO : Epoch 1549 | loss: 0.0311673 | val_loss: 0.0311786 | Time: 1648.45 ms
[2021-10-07 04:17:53 main:574] : INFO : Epoch 1550 | loss: 0.0311711 | val_loss: 0.0311695 | Time: 1620.05 ms
[2021-10-07 04:17:55 main:574] : INFO : Epoch 1551 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 1663.1 ms
[2021-10-07 04:17:57 main:574] : INFO : Epoch 1552 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 1651.11 ms
[2021-10-07 04:17:59 main:574] : INFO : Epoch 1553 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 1616.48 ms
[2021-10-07 04:18:00 main:574] : INFO : Epoch 1554 | loss: 0.0311644 | val_loss: 0.031172 | Time: 1664.5 ms
[2021-10-07 04:18:02 main:574] : INFO : Epoch 1555 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 1660.95 ms
[2021-10-07 04:18:04 main:574] : INFO : Epoch 1556 | loss: 0.031175 | val_loss: 0.0311778 | Time: 1626.79 ms
[2021-10-07 04:18:05 main:574] : INFO : Epoch 1557 | loss: 0.0311705 | val_loss: 0.0311701 | Time: 1641.64 ms
[2021-10-07 04:18:07 main:574] : INFO : Epoch 1558 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 1670.52 ms
[2021-10-07 04:18:09 main:574] : INFO : Epoch 1559 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 1629.1 ms
[2021-10-07 04:18:11 main:574] : INFO : Epoch 1560 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1656.32 ms
[2021-10-07 04:18:12 main:574] : INFO : Epoch 1561 | loss: 0.031166 | val_loss: 0.031171 | Time: 1680.48 ms
[2021-10-07 04:18:14 main:574] : INFO : Epoch 1562 | loss: 0.031167 | val_loss: 0.0311688 | Time: 1633.38 ms
[2021-10-07 04:18:16 main:574] : INFO : Epoch 1563 | loss: 0.0311659 | val_loss: 0.0311692 | Time: 1637.04 ms
[2021-10-07 04:18:18 main:574] : INFO : Epoch 1564 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 1684.89 ms
[2021-10-07 04:18:19 main:574] : INFO : Epoch 1565 | loss: 0.0311694 | val_loss: 0.031173 | Time: 1648.85 ms
[2021-10-07 04:18:21 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311699 | Time: 1633.44 ms
[2021-10-07 04:18:23 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311706 | Time: 1676.91 ms
[2021-10-07 04:18:25 main:574] : INFO : Epoch 1568 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 1636.92 ms
[2021-10-07 04:18:26 main:574] : INFO : Epoch 1569 | loss: 0.031166 | val_loss: 0.031171 | Time: 1630.44 ms
[2021-10-07 04:18:28 main:574] : INFO : Epoch 1570 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 1653.5 ms
[2021-10-07 04:18:30 main:574] : INFO : Epoch 1571 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1671.94 ms
[2021-10-07 04:18:31 main:574] : INFO : Epoch 1572 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 1616.56 ms
[2021-10-07 04:18:33 main:574] : INFO : Epoch 1573 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 1676.89 ms
[2021-10-07 04:18:35 main:574] : INFO : Epoch 1574 | loss: 0.0311666 | val_loss: 0.031169 | Time: 1675.93 ms
[2021-10-07 04:18:37 main:574] : INFO : Epoch 1575 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 1622.65 ms
[2021-10-07 04:18:38 main:574] : INFO : Epoch 1576 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 1667.79 ms
[2021-10-07 04:18:40 main:574] : INFO : Epoch 1577 | loss: 0.0311655 | val_loss: 0.031193 | Time: 1650.41 ms
[2021-10-07 04:18:42 main:574] : INFO : Epoch 1578 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 1635.77 ms
[2021-10-07 04:18:44 main:574] : INFO : Epoch 1579 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 1662.68 ms
[2021-10-07 04:18:45 main:574] : INFO : Epoch 1580 | loss: 0.0311652 | val_loss: 0.031169 | Time: 1670.15 ms
[2021-10-07 04:18:47 main:574] : INFO : Epoch 1581 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 1635.98 ms
[2021-10-07 04:18:49 main:574] : INFO : Epoch 1582 | loss: 0.0311645 | val_loss: 0.0311688 | Time: 1679.11 ms
[2021-10-07 04:18:50 main:574] : INFO : Epoch 1583 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 1650.38 ms
[2021-10-07 04:18:52 main:574] : INFO : Epoch 1584 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 1645.16 ms
[2021-10-07 04:18:54 main:574] : INFO : Epoch 1585 | loss: 0.0311656 | val_loss: 0.0311683 | Time: 1633.61 ms
[2021-10-07 04:18:56 main:574] : INFO : Epoch 1586 | loss: 0.0311635 | val_loss: 0.0311689 | Time: 1645.75 ms
[2021-10-07 04:18:57 main:574] : INFO : Epoch 1587 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1646.08 ms
[2021-10-07 04:18:59 main:574] : INFO : Epoch 1588 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 1616.37 ms
[2021-10-07 04:19:01 main:574] : INFO : Epoch 1589 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 1657.87 ms
[2021-10-07 04:19:03 main:574] : INFO : Epoch 1590 | loss: 0.0311667 | val_loss: 0.03117 | Time: 1671.43 ms
[2021-10-07 04:19:04 main:574] : INFO : Epoch 1591 | loss: 0.0311685 | val_loss: 0.0311698 | Time: 1627.66 ms
[2021-10-07 04:19:06 main:574] : INFO : Epoch 1592 | loss: 0.0311754 | val_loss: 0.0311737 | Time: 1672.5 ms
[2021-10-07 04:19:08 main:574] : INFO : Epoch 1593 | loss: 0.0311748 | val_loss: 0.0311695 | Time: 1666.38 ms
[2021-10-07 04:19:09 main:574] : INFO : Epoch 1594 | loss: 0.0311688 | val_loss: 0.0311706 | Time: 1629.7 ms
[2021-10-07 04:19:11 main:574] : INFO : Epoch 1595 | loss: 0.0311665 | val_loss: 0.0311676 | Time: 1656.39 ms
[2021-10-07 04:19:13 main:574] : INFO : Epoch 1596 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 1665.05 ms
[2021-10-07 04:19:15 main:574] : INFO : Epoch 1597 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 1646.28 ms
[2021-10-07 04:19:16 main:574] : INFO : Epoch 1598 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1644.29 ms
[2021-10-07 04:19:18 main:574] : INFO : Epoch 1599 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 1684.52 ms
[2021-10-07 04:19:20 main:574] : INFO : Epoch 1600 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 1641.48 ms
[2021-10-07 04:19:22 main:574] : INFO : Epoch 1601 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 1624.1 ms
[2021-10-07 04:19:23 main:574] : INFO : Epoch 1602 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 1666.45 ms
[2021-10-07 04:19:25 main:574] : INFO : Epoch 1603 | loss: 0.031167 | val_loss: 0.0311713 | Time: 1674.59 ms
[2021-10-07 04:19:27 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 1623.61 ms
[2021-10-07 04:19:28 main:574] : INFO : Epoch 1605 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 1637.45 ms
[2021-10-07 04:19:30 main:574] : INFO : Epoch 1606 | loss: 0.031164 | val_loss: 0.0311682 | Time: 1669.97 ms
[2021-10-07 04:19:32 main:574] : INFO : Epoch 1607 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 1641.07 ms
[2021-10-07 04:19:34 main:574] : INFO : Epoch 1608 | loss: 0.0311665 | val_loss: 0.0311795 | Time: 1661.5 ms
[2021-10-07 04:19:35 main:574] : INFO : Epoch 1609 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 1665.66 ms
[2021-10-07 04:19:37 main:574] : INFO : Epoch 1610 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 1643.39 ms
[2021-10-07 04:19:39 main:574] : INFO : Epoch 1611 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 1665.04 ms
[2021-10-07 04:19:41 main:574] : INFO : Epoch 1612 | loss: 0.031166 | val_loss: 0.0311683 | Time: 1635.6 ms
[2021-10-07 04:19:42 main:574] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 1639.09 ms
[2021-10-07 04:19:44 main:574] : INFO : Epoch 1614 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 1653.09 ms
[2021-10-07 04:19:46 main:574] : INFO : Epoch 1615 | loss: 0.031163 | val_loss: 0.0311682 | Time: 1696.95 ms
[2021-10-07 04:19:48 main:574] : INFO : Epoch 1616 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 1642.86 ms
[2021-10-07 04:19:49 main:574] : INFO : Epoch 1617 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 1623.71 ms
[2021-10-07 04:19:51 main:574] : INFO : Epoch 1618 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 1688.77 ms
[2021-10-07 04:19:53 main:574] : INFO : Epoch 1619 | loss: 0.0311668 | val_loss: 0.0311698 | Time: 1669.5 ms
[2021-10-07 04:19:54 main:574] : INFO : Epoch 1620 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 1630.61 ms
[2021-10-07 04:19:56 main:574] : INFO : Epoch 1621 | loss: 0.0311661 | val_loss: 0.0311842 | Time: 1683.17 ms
[2021-10-07 04:19:58 main:574] : INFO : Epoch 1622 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 1658.92 ms
[2021-10-07 04:20:00 main:574] : INFO : Epoch 1623 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1622.07 ms
[2021-10-07 04:20:01 main:574] : INFO : Epoch 1624 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 1662.61 ms
[2021-10-07 04:20:03 main:574] : INFO : Epoch 1625 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 1662.64 ms
[2021-10-07 04:20:05 main:574] : INFO : Epoch 1626 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 1632.3 ms
[2021-10-07 04:20:07 main:574] : INFO : Epoch 1627 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1646.24 ms
[2021-10-07 04:20:08 main:574] : INFO : Epoch 1628 | loss: 0.0311671 | val_loss: 0.0311699 | Time: 1668.02 ms
[2021-10-07 04:20:10 main:574] : INFO : Epoch 1629 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 1634.32 ms
[2021-10-07 04:20:12 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.0311692 | Time: 1632.07 ms
[2021-10-07 04:20:14 main:574] : INFO : Epoch 1631 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 1675.33 ms
[2021-10-07 04:20:15 main:574] : INFO : Epoch 1632 | loss: 0.0311633 | val_loss: 0.031169 | Time: 1651.59 ms
[2021-10-07 04:20:17 main:574] : INFO : Epoch 1633 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 1624.18 ms
[2021-10-07 04:20:19 main:574] : INFO : Epoch 1634 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 1687.95 ms
[2021-10-07 04:20:20 main:574] : INFO : Epoch 1635 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 1661.35 ms
[2021-10-07 04:20:22 main:574] : INFO : Epoch 1636 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 1615.41 ms
[2021-10-07 04:20:24 main:574] : INFO : Epoch 1637 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 1672.28 ms
[2021-10-07 04:20:26 main:574] : INFO : Epoch 1638 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 1666.27 ms
[2021-10-07 04:20:27 main:574] : INFO : Epoch 1639 | loss: 0.031167 | val_loss: 0.0311738 | Time: 1633.47 ms
[2021-10-07 04:20:29 main:574] : INFO : Epoch 1640 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1658.92 ms
[2021-10-07 04:20:31 main:574] : INFO : Epoch 1641 | loss: 0.0311678 | val_loss: 0.0311716 | Time: 1661.73 ms
[2021-10-07 04:20:33 main:574] : INFO : Epoch 1642 | loss: 0.03117 | val_loss: 0.0311757 | Time: 1628.21 ms
[2021-10-07 04:20:34 main:574] : INFO : Epoch 1643 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 1645.21 ms
[2021-10-07 04:20:36 main:574] : INFO : Epoch 1644 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 1660.56 ms
[2021-10-07 04:20:38 main:574] : INFO : Epoch 1645 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 1640.86 ms
[2021-10-07 04:20:39 main:574] : INFO : Epoch 1646 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 1660.14 ms
[2021-10-07 04:20:41 main:574] : INFO : Epoch 1647 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 1645.51 ms
[2021-10-07 04:20:43 main:574] : INFO : Epoch 1648 | loss: 0.0311637 | val_loss: 0.0311699 | Time: 1635.06 ms
[2021-10-07 04:20:44 main:574] : INFO : Epoch 1649 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1631.48 ms
[2021-10-07 04:20:46 main:574] : INFO : Epoch 1650 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 1687.4 ms
[2021-10-07 04:20:48 main:574] : INFO : Epoch 1651 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 1644.29 ms
[2021-10-07 04:20:50 main:574] : INFO : Epoch 1652 | loss: 0.0311632 | val_loss: 0.0311698 | Time: 1610.18 ms
[2021-10-07 04:20:51 main:574] : INFO : Epoch 1653 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 1682.07 ms
[2021-10-07 04:20:53 main:574] : INFO : Epoch 1654 | loss: 0.0311722 | val_loss: 0.0311697 | Time: 1669.76 ms
[2021-10-07 04:20:55 main:574] : INFO : Epoch 1655 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 1640.84 ms
[2021-10-07 04:20:57 main:574] : INFO : Epoch 1656 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 1651.11 ms
[2021-10-07 04:20:58 main:574] : INFO : Epoch 1657 | loss: 0.031165 | val_loss: 0.0311725 | Time: 1658.21 ms
[2021-10-07 04:21:00 main:574] : INFO : Epoch 1658 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 1630.64 ms
[2021-10-07 04:21:02 main:574] : INFO : Epoch 1659 | loss: 0.0311617 | val_loss: 0.0311704 | Time: 1654.8 ms
[2021-10-07 04:21:03 main:574] : INFO : Epoch 1660 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1668.67 ms
[2021-10-07 04:21:05 main:574] : INFO : Epoch 1661 | loss: 0.031162 | val_loss: 0.0311708 | Time: 1626.03 ms
[2021-10-07 04:21:07 main:574] : INFO : Epoch 1662 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 1665.27 ms
[2021-10-07 04:21:09 main:574] : INFO : Epoch 1663 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1650.48 ms
[2021-10-07 04:21:10 main:574] : INFO : Epoch 1664 | loss: 0.0311616 | val_loss: 0.0311755 | Time: 1634.46 ms
[2021-10-07 04:21:12 main:574] : INFO : Epoch 1665 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 1632.2 ms
[2021-10-07 04:21:14 main:574] : INFO : Epoch 1666 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 1653.18 ms
[2021-10-07 04:21:15 main:574] : INFO : Epoch 1667 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 1636.85 ms
[2021-10-07 04:21:17 main:574] : INFO : Epoch 1668 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1644.53 ms
[2021-10-07 04:21:19 main:574] : INFO : Epoch 1669 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 1659.34 ms
[2021-10-07 04:21:21 main:574] : INFO : Epoch 1670 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 1644.23 ms
[2021-10-07 04:21:22 main:574] : INFO : Epoch 1671 | loss: 0.0311618 | val_loss: 0.031175 | Time: 1629.31 ms
[2021-10-07 04:21:24 main:574] : INFO : Epoch 1672 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 1657.67 ms
[2021-10-07 04:21:26 main:574] : INFO : Epoch 1673 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1632.73 ms
[2021-10-07 04:21:27 main:574] : INFO : Epoch 1674 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 1607.22 ms
[2021-10-07 04:21:29 main:574] : INFO : Epoch 1675 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 1671.46 ms
[2021-10-07 04:21:31 main:574] : INFO : Epoch 1676 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 1691.08 ms
[2021-10-07 04:21:33 main:574] : INFO : Epoch 1677 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 1634.78 ms
[2021-10-07 04:21:34 main:574] : INFO : Epoch 1678 | loss: 0.031164 | val_loss: 0.0311707 | Time: 1663.1 ms
[2021-10-07 04:21:36 main:574] : INFO : Epoch 1679 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 1662.51 ms
[2021-10-07 04:21:38 main:574] : INFO : Epoch 1680 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1629.83 ms
[2021-10-07 04:21:39 main:574] : INFO : Epoch 1681 | loss: 0.0311623 | val_loss: 0.03117 | Time: 1667.56 ms
[2021-10-07 04:21:41 main:574] : INFO : Epoch 1682 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 1661.3 ms
[2021-10-07 04:21:43 main:574] : INFO : Epoch 1683 | loss: 0.031162 | val_loss: 0.0311752 | Time: 1625.38 ms
[2021-10-07 04:21:45 main:574] : INFO : Epoch 1684 | loss: 0.0311621 | val_loss: 0.0311683 | Time: 1654.41 ms
[2021-10-07 04:21:46 main:574] : INFO : Epoch 1685 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 1667.55 ms
[2021-10-07 04:21:48 main:574] : INFO : Epoch 1686 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 1632.98 ms
[2021-10-07 04:21:50 main:574] : INFO : Epoch 1687 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1647.88 ms
[2021-10-07 04:21:52 main:574] : INFO : Epoch 1688 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 1670.07 ms
[2021-10-07 04:21:53 main:574] : INFO : Epoch 1689 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1638.95 ms
[2021-10-07 04:21:55 main:574] : INFO : Epoch 1690 | loss: 0.0311675 | val_loss: 0.0311761 | Time: 1617.79 ms
[2021-10-07 04:21:57 main:574] : INFO : Epoch 1691 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 1675.54 ms
[2021-10-07 04:21:58 main:574] : INFO : Epoch 1692 | loss: 0.0311651 | val_loss: 0.0311707 | Time: 1636.42 ms
[2021-10-07 04:22:00 main:574] : INFO : Epoch 1693 | loss: 0.031164 | val_loss: 0.0311711 | Time: 1627.08 ms
[2021-10-07 04:22:02 main:574] : INFO : Epoch 1694 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 1698.25 ms
[2021-10-07 04:22:04 main:574] : INFO : Epoch 1695 | loss: 0.031164 | val_loss: 0.0311708 | Time: 1740.37 ms
[2021-10-07 04:22:05 main:574] : INFO : Epoch 1696 | loss: 0.031163 | val_loss: 0.0311846 | Time: 1623.01 ms
[2021-10-07 04:22:07 main:574] : INFO : Epoch 1697 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 1680.39 ms
[2021-10-07 04:22:09 main:574] : INFO : Epoch 1698 | loss: 0.0311614 | val_loss: 0.031171 | Time: 1664.61 ms
[2021-10-07 04:22:11 main:574] : INFO : Epoch 1699 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1625.8 ms
[2021-10-07 04:22:12 main:574] : INFO : Epoch 1700 | loss: 0.0311623 | val_loss: 0.0311775 | Time: 1689.39 ms
[2021-10-07 04:22:14 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 1665.37 ms
[2021-10-07 04:22:16 main:574] : INFO : Epoch 1702 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1632.9 ms
[2021-10-07 04:22:18 main:574] : INFO : Epoch 1703 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 1635.95 ms
[2021-10-07 04:22:19 main:574] : INFO : Epoch 1704 | loss: 0.0311634 | val_loss: 0.0311758 | Time: 1661.61 ms
[2021-10-07 04:22:21 main:574] : INFO : Epoch 1705 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1652.2 ms
[2021-10-07 04:22:23 main:574] : INFO : Epoch 1706 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1612.82 ms
[2021-10-07 04:22:24 main:574] : INFO : Epoch 1707 | loss: 0.0311656 | val_loss: 0.0311785 | Time: 1664.85 ms
[2021-10-07 04:22:26 main:574] : INFO : Epoch 1708 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 1641.36 ms
[2021-10-07 04:22:28 main:574] : INFO : Epoch 1709 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 1615.46 ms
[2021-10-07 04:22:30 main:574] : INFO : Epoch 1710 | loss: 0.031162 | val_loss: 0.0311738 | Time: 1679.7 ms
[2021-10-07 04:22:31 main:574] : INFO : Epoch 1711 | loss: 0.031163 | val_loss: 0.0311724 | Time: 1647.8 ms
[2021-10-07 04:22:33 main:574] : INFO : Epoch 1712 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 1633.38 ms
[2021-10-07 04:22:35 main:574] : INFO : Epoch 1713 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 1675.43 ms
[2021-10-07 04:22:36 main:574] : INFO : Epoch 1714 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 1648.58 ms
[2021-10-07 04:22:38 main:574] : INFO : Epoch 1715 | loss: 0.0311661 | val_loss: 0.031189 | Time: 1632.97 ms
[2021-10-07 04:22:40 main:574] : INFO : Epoch 1716 | loss: 0.0311648 | val_loss: 0.0311802 | Time: 1677.42 ms
[2021-10-07 04:22:42 main:574] : INFO : Epoch 1717 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 1679.21 ms
[2021-10-07 04:22:43 main:574] : INFO : Epoch 1718 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 1640.63 ms
[2021-10-07 04:22:45 main:574] : INFO : Epoch 1719 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 1673.71 ms
[2021-10-07 04:22:47 main:574] : INFO : Epoch 1720 | loss: 0.0311628 | val_loss: 0.0311782 | Time: 1679.51 ms
[2021-10-07 04:22:49 main:574] : INFO : Epoch 1721 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1633.03 ms
[2021-10-07 04:22:50 main:574] : INFO : Epoch 1722 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 1645.97 ms
[2021-10-07 04:22:52 main:574] : INFO : Epoch 1723 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 1673.66 ms
[2021-10-07 04:22:54 main:574] : INFO : Epoch 1724 | loss: 0.0311621 | val_loss: 0.031175 | Time: 1650.66 ms
[2021-10-07 04:22:55 main:574] : INFO : Epoch 1725 | loss: 0.0311665 | val_loss: 0.0311751 | Time: 1616.66 ms
[2021-10-07 04:22:57 main:574] : INFO : Epoch 1726 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 1668.27 ms
[2021-10-07 04:22:59 main:574] : INFO : Epoch 1727 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1665.15 ms
[2021-10-07 04:23:01 main:574] : INFO : Epoch 1728 | loss: 0.0311632 | val_loss: 0.0311858 | Time: 1616.29 ms
[2021-10-07 04:23:02 main:574] : INFO : Epoch 1729 | loss: 0.0311652 | val_loss: 0.0311715 | Time: 1669.34 ms
[2021-10-07 04:23:04 main:574] : INFO : Epoch 1730 | loss: 0.0311608 | val_loss: 0.0311746 | Time: 1675.63 ms
[2021-10-07 04:23:06 main:574] : INFO : Epoch 1731 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 1635.52 ms
[2021-10-07 04:23:08 main:574] : INFO : Epoch 1732 | loss: 0.031163 | val_loss: 0.0311724 | Time: 1702.55 ms
[2021-10-07 04:23:09 main:574] : INFO : Epoch 1733 | loss: 0.0311609 | val_loss: 0.0311728 | Time: 1682.61 ms
[2021-10-07 04:23:11 main:574] : INFO : Epoch 1734 | loss: 0.0311607 | val_loss: 0.0311731 | Time: 1627.33 ms
[2021-10-07 04:23:13 main:574] : INFO : Epoch 1735 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 1683.17 ms
[2021-10-07 04:23:15 main:574] : INFO : Epoch 1736 | loss: 0.0311627 | val_loss: 0.031172 | Time: 1739 ms
[2021-10-07 04:23:16 main:574] : INFO : Epoch 1737 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1649.98 ms
[2021-10-07 04:23:18 main:574] : INFO : Epoch 1738 | loss: 0.0311707 | val_loss: 0.031171 | Time: 1615.4 ms
[2021-10-07 04:23:20 main:574] : INFO : Epoch 1739 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 1664.03 ms
[2021-10-07 04:23:21 main:574] : INFO : Epoch 1740 | loss: 0.031168 | val_loss: 0.0311699 | Time: 1651.8 ms
[2021-10-07 04:23:23 main:574] : INFO : Epoch 1741 | loss: 0.0311614 | val_loss: 0.0311752 | Time: 1624.4 ms
[2021-10-07 04:23:25 main:574] : INFO : Epoch 1742 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 1664.36 ms
[2021-10-07 04:23:27 main:574] : INFO : Epoch 1743 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 1669.25 ms
[2021-10-07 04:23:28 main:574] : INFO : Epoch 1744 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 1653.81 ms
[2021-10-07 04:23:30 main:574] : INFO : Epoch 1745 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1657.57 ms
[2021-10-07 04:23:32 main:574] : INFO : Epoch 1746 | loss: 0.0311634 | val_loss: 0.0311947 | Time: 1672.37 ms
[2021-10-07 04:23:34 main:574] : INFO : Epoch 1747 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 1629.6 ms
[2021-10-07 04:23:35 main:574] : INFO : Epoch 1748 | loss: 0.0311602 | val_loss: 0.031171 | Time: 1644.66 ms
[2021-10-07 04:23:37 main:574] : INFO : Epoch 1749 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 1688.26 ms
[2021-10-07 04:23:39 main:574] : INFO : Epoch 1750 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 1644.61 ms
[2021-10-07 04:23:41 main:574] : INFO : Epoch 1751 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 1613.46 ms
[2021-10-07 04:23:42 main:574] : INFO : Epoch 1752 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 1667.98 ms
[2021-10-07 04:23:44 main:574] : INFO : Epoch 1753 | loss: 0.0311615 | val_loss: 0.03117 | Time: 1638.2 ms
[2021-10-07 04:23:46 main:574] : INFO : Epoch 1754 | loss: 0.031164 | val_loss: 0.031173 | Time: 1611.49 ms
[2021-10-07 04:23:47 main:574] : INFO : Epoch 1755 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 1658.63 ms
[2021-10-07 04:23:49 main:574] : INFO : Epoch 1756 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 1639.03 ms
[2021-10-07 04:23:51 main:574] : INFO : Epoch 1757 | loss: 0.0311639 | val_loss: 0.0311707 | Time: 1618.14 ms
[2021-10-07 04:23:53 main:574] : INFO : Epoch 1758 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 1661.65 ms
[2021-10-07 04:23:54 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 1657.25 ms
[2021-10-07 04:23:56 main:574] : INFO : Epoch 1760 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 1622.98 ms
[2021-10-07 04:23:58 main:574] : INFO : Epoch 1761 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 1680.83 ms
[2021-10-07 04:23:59 main:574] : INFO : Epoch 1762 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 1667.07 ms
[2021-10-07 04:24:01 main:574] : INFO : Epoch 1763 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 1629.23 ms
[2021-10-07 04:24:03 main:574] : INFO : Epoch 1764 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 1660.62 ms
[2021-10-07 04:24:05 main:574] : INFO : Epoch 1765 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 1645 ms
[2021-10-07 04:24:06 main:574] : INFO : Epoch 1766 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 1633.96 ms
[2021-10-07 04:24:08 main:574] : INFO : Epoch 1767 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1657.41 ms
[2021-10-07 04:24:10 main:574] : INFO : Epoch 1768 | loss: 0.0311648 | val_loss: 0.031172 | Time: 1662.42 ms
[2021-10-07 04:24:12 main:574] : INFO : Epoch 1769 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1651.9 ms
[2021-10-07 04:24:13 main:574] : INFO : Epoch 1770 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 1621.84 ms
[2021-10-07 04:24:15 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1660.13 ms
[2021-10-07 04:24:17 main:574] : INFO : Epoch 1772 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 1642.2 ms
[2021-10-07 04:24:18 main:574] : INFO : Epoch 1773 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1610.05 ms
[2021-10-07 04:24:20 main:574] : INFO : Epoch 1774 | loss: 0.0311734 | val_loss: 0.0311746 | Time: 1676.75 ms
[2021-10-07 04:24:22 main:574] : INFO : Epoch 1775 | loss: 0.0311669 | val_loss: 0.0311699 | Time: 1677.39 ms
[2021-10-07 04:24:24 main:574] : INFO : Epoch 1776 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 1638.77 ms
[2021-10-07 04:24:25 main:574] : INFO : Epoch 1777 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1681.66 ms
[2021-10-07 04:24:27 main:574] : INFO : Epoch 1778 | loss: 0.0311641 | val_loss: 0.0311686 | Time: 1673.41 ms
[2021-10-07 04:24:29 main:574] : INFO : Epoch 1779 | loss: 0.0311651 | val_loss: 0.0311687 | Time: 1624.71 ms
[2021-10-07 04:24:31 main:574] : INFO : Epoch 1780 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 1673.63 ms
[2021-10-07 04:24:32 main:574] : INFO : Epoch 1781 | loss: 0.0311628 | val_loss: 0.0311714 | Time: 1655.91 ms
[2021-10-07 04:24:34 main:574] : INFO : Epoch 1782 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 1639.26 ms
[2021-10-07 04:24:36 main:574] : INFO : Epoch 1783 | loss: 0.0311676 | val_loss: 0.0311684 | Time: 1668.96 ms
[2021-10-07 04:24:38 main:574] : INFO : Epoch 1784 | loss: 0.0311645 | val_loss: 0.0311681 | Time: 1663.61 ms
[2021-10-07 04:24:39 main:574] : INFO : Epoch 1785 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 1631.03 ms
[2021-10-07 04:24:41 main:574] : INFO : Epoch 1786 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1641.99 ms
[2021-10-07 04:24:43 main:574] : INFO : Epoch 1787 | loss: 0.0311649 | val_loss: 0.0311804 | Time: 1667.02 ms
[2021-10-07 04:24:45 main:574] : INFO : Epoch 1788 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1665.88 ms
[2021-10-07 04:24:46 main:574] : INFO : Epoch 1789 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1617.79 ms
[2021-10-07 04:24:48 main:574] : INFO : Epoch 1790 | loss: 0.031164 | val_loss: 0.0311767 | Time: 1657.8 ms
[2021-10-07 04:24:50 main:574] : INFO : Epoch 1791 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 1673.27 ms
[2021-10-07 04:24:52 main:574] : INFO : Epoch 1792 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 1636.43 ms
[2021-10-07 04:24:53 main:574] : INFO : Epoch 1793 | loss: 0.0311659 | val_loss: 0.0311811 | Time: 1649.34 ms
[2021-10-07 04:24:55 main:574] : INFO : Epoch 1794 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 1666.78 ms
[2021-10-07 04:24:57 main:574] : INFO : Epoch 1795 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 1630.62 ms
[2021-10-07 04:24:58 main:574] : INFO : Epoch 1796 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 1645.78 ms
[2021-10-07 04:25:00 main:574] : INFO : Epoch 1797 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 1650.93 ms
[2021-10-07 04:25:02 main:574] : INFO : Epoch 1798 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1630.36 ms
[2021-10-07 04:25:04 main:574] : INFO : Epoch 1799 | loss: 0.031167 | val_loss: 0.0311702 | Time: 1706.6 ms
[2021-10-07 04:25:05 main:574] : INFO : Epoch 1800 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 1673.5 ms
[2021-10-07 04:25:07 main:574] : INFO : Epoch 1801 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 1657.41 ms
[2021-10-07 04:25:09 main:574] : INFO : Epoch 1802 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 1611.1 ms
[2021-10-07 04:25:11 main:574] : INFO : Epoch 1803 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 1647.77 ms
[2021-10-07 04:25:12 main:574] : INFO : Epoch 1804 | loss: 0.0311645 | val_loss: 0.0311739 | Time: 1637.35 ms
[2021-10-07 04:25:14 main:574] : INFO : Epoch 1805 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 1623.33 ms
[2021-10-07 04:25:16 main:574] : INFO : Epoch 1806 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 1664.09 ms
[2021-10-07 04:25:17 main:574] : INFO : Epoch 1807 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 1657.76 ms
[2021-10-07 04:25:19 main:574] : INFO : Epoch 1808 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 1625.72 ms
[2021-10-07 04:25:21 main:574] : INFO : Epoch 1809 | loss: 0.0311626 | val_loss: 0.0311686 | Time: 1643.2 ms
[2021-10-07 04:25:23 main:574] : INFO : Epoch 1810 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 1668.18 ms
[2021-10-07 04:25:24 main:574] : INFO : Epoch 1811 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1624.58 ms
[2021-10-07 04:25:26 main:574] : INFO : Epoch 1812 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 1656.31 ms
[2021-10-07 04:25:28 main:574] : INFO : Epoch 1813 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 1666.32 ms
[2021-10-07 04:25:29 main:574] : INFO : Epoch 1814 | loss: 0.0311686 | val_loss: 0.0311719 | Time: 1631.11 ms
[2021-10-07 04:25:31 main:574] : INFO : Epoch 1815 | loss: 0.0311656 | val_loss: 0.031172 | Time: 1664.1 ms
[2021-10-07 04:25:33 main:574] : INFO : Epoch 1816 | loss: 0.031164 | val_loss: 0.0311691 | Time: 1665.98 ms
[2021-10-07 04:25:35 main:574] : INFO : Epoch 1817 | loss: 0.0311633 | val_loss: 0.0311759 | Time: 1634.57 ms
[2021-10-07 04:25:36 main:574] : INFO : Epoch 1818 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 1652.89 ms
[2021-10-07 04:25:38 main:574] : INFO : Epoch 1819 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 1661.17 ms
[2021-10-07 04:25:40 main:574] : INFO : Epoch 1820 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 1642.15 ms
[2021-10-07 04:25:41 main:574] : INFO : Epoch 1821 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 1618.11 ms
[2021-10-07 04:25:43 main:574] : INFO : Epoch 1822 | loss: 0.0311668 | val_loss: 0.031171 | Time: 1686.6 ms
[2021-10-07 04:25:45 main:574] : INFO : Epoch 1823 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1642.07 ms
[2021-10-07 04:25:47 main:574] : INFO : Epoch 1824 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 1621.56 ms
[2021-10-07 04:25:48 main:574] : INFO : Epoch 1825 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 1673.85 ms
[2021-10-07 04:25:50 main:574] : INFO : Epoch 1826 | loss: 0.031165 | val_loss: 0.0311701 | Time: 1676.49 ms
[2021-10-07 04:25:52 main:574] : INFO : Epoch 1827 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 1623.9 ms
[2021-10-07 04:25:54 main:574] : INFO : Epoch 1828 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 1656.69 ms
[2021-10-07 04:25:55 main:574] : INFO : Epoch 1829 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 1696.26 ms
[2021-10-07 04:25:57 main:574] : INFO : Epoch 1830 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1646.68 ms
[2021-10-07 04:25:59 main:574] : INFO : Epoch 1831 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1649.66 ms
[2021-10-07 04:26:00 main:574] : INFO : Epoch 1832 | loss: 0.0311613 | val_loss: 0.03117 | Time: 1662.42 ms
[2021-10-07 04:26:02 main:574] : INFO : Epoch 1833 | loss: 0.0311602 | val_loss: 0.0311777 | Time: 1637.31 ms
[2021-10-07 04:26:04 main:574] : INFO : Epoch 1834 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 1654.97 ms
[2021-10-07 04:26:06 main:574] : INFO : Epoch 1835 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 1669.04 ms
[2021-10-07 04:26:07 main:574] : INFO : Epoch 1836 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 1645.61 ms
[2021-10-07 04:26:09 main:574] : INFO : Epoch 1837 | loss: 0.031162 | val_loss: 0.0311828 | Time: 1638.22 ms
[2021-10-07 04:26:11 main:574] : INFO : Epoch 1838 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 1699.8 ms
[2021-10-07 04:26:13 main:574] : INFO : Epoch 1839 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 1641.4 ms
[2021-10-07 04:26:14 main:574] : INFO : Epoch 1840 | loss: 0.0311641 | val_loss: 0.0311854 | Time: 1618.36 ms
[2021-10-07 04:26:16 main:574] : INFO : Epoch 1841 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 1652.74 ms
[2021-10-07 04:26:18 main:574] : INFO : Epoch 1842 | loss: 0.0311614 | val_loss: 0.031169 | Time: 1669.33 ms
[2021-10-07 04:26:20 main:574] : INFO : Epoch 1843 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1662.51 ms
[2021-10-07 04:26:21 main:574] : INFO : Epoch 1844 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 1659.61 ms
[2021-10-07 04:26:23 main:574] : INFO : Epoch 1845 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 1688.97 ms
[2021-10-07 04:26:25 main:574] : INFO : Epoch 1846 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 1634.68 ms
[2021-10-07 04:26:26 main:574] : INFO : Epoch 1847 | loss: 0.0311587 | val_loss: 0.0311704 | Time: 1655.52 ms
[2021-10-07 04:26:28 main:574] : INFO : Epoch 1848 | loss: 0.0311589 | val_loss: 0.0311747 | Time: 1694.91 ms
[2021-10-07 04:26:30 main:574] : INFO : Epoch 1849 | loss: 0.0311619 | val_loss: 0.0311697 | Time: 1641.05 ms
[2021-10-07 04:26:32 main:574] : INFO : Epoch 1850 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 1636.24 ms
[2021-10-07 04:26:33 main:574] : INFO : Epoch 1851 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1703.62 ms
[2021-10-07 04:26:35 main:574] : INFO : Epoch 1852 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 1644.83 ms
[2021-10-07 04:26:37 main:574] : INFO : Epoch 1853 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 1616.81 ms
[2021-10-07 04:26:39 main:574] : INFO : Epoch 1854 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 1642.26 ms
[2021-10-07 04:26:40 main:574] : INFO : Epoch 1855 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 1645.07 ms
[2021-10-07 04:26:42 main:574] : INFO : Epoch 1856 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 1615.76 ms
[2021-10-07 04:26:44 main:574] : INFO : Epoch 1857 | loss: 0.0311615 | val_loss: 0.031169 | Time: 1661.56 ms
[2021-10-07 04:26:45 main:574] : INFO : Epoch 1858 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 1697.1 ms
[2021-10-07 04:26:47 main:574] : INFO : Epoch 1859 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 1623.57 ms
[2021-10-07 04:26:49 main:574] : INFO : Epoch 1860 | loss: 0.0311596 | val_loss: 0.031169 | Time: 1671.38 ms
[2021-10-07 04:26:51 main:574] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1675.27 ms
[2021-10-07 04:26:52 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 1631.64 ms
[2021-10-07 04:26:54 main:574] : INFO : Epoch 1863 | loss: 0.0311602 | val_loss: 0.031172 | Time: 1652.95 ms
[2021-10-07 04:26:56 main:574] : INFO : Epoch 1864 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 1694.07 ms
[2021-10-07 04:26:58 main:574] : INFO : Epoch 1865 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 1655.39 ms
[2021-10-07 04:26:59 main:574] : INFO : Epoch 1866 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 1657.27 ms
[2021-10-07 04:27:01 main:574] : INFO : Epoch 1867 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 1668.45 ms
[2021-10-07 04:27:03 main:574] : INFO : Epoch 1868 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 1644.06 ms
[2021-10-07 04:27:04 main:574] : INFO : Epoch 1869 | loss: 0.0311585 | val_loss: 0.0311713 | Time: 1626.67 ms
[2021-10-07 04:27:06 main:574] : INFO : Epoch 1870 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 1679.35 ms
[2021-10-07 04:27:08 main:574] : INFO : Epoch 1871 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 1652.66 ms
[2021-10-07 04:27:10 main:574] : INFO : Epoch 1872 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 1620.72 ms
[2021-10-07 04:27:11 main:574] : INFO : Epoch 1873 | loss: 0.0311612 | val_loss: 0.0311831 | Time: 1673.39 ms
[2021-10-07 04:27:13 main:574] : INFO : Epoch 1874 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 1668.03 ms
[2021-10-07 04:27:15 main:574] : INFO : Epoch 1875 | loss: 0.0311611 | val_loss: 0.0311744 | Time: 1625.71 ms
[2021-10-07 04:27:17 main:574] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 1665.69 ms
[2021-10-07 04:27:18 main:574] : INFO : Epoch 1877 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1677.86 ms
[2021-10-07 04:27:20 main:574] : INFO : Epoch 1878 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 1635.71 ms
[2021-10-07 04:27:22 main:574] : INFO : Epoch 1879 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 1660.83 ms
[2021-10-07 04:27:24 main:574] : INFO : Epoch 1880 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 1658.71 ms
[2021-10-07 04:27:25 main:574] : INFO : Epoch 1881 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 1665.7 ms
[2021-10-07 04:27:27 main:574] : INFO : Epoch 1882 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 1637.97 ms
[2021-10-07 04:27:29 main:574] : INFO : Epoch 1883 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 1674.42 ms
[2021-10-07 04:27:31 main:574] : INFO : Epoch 1884 | loss: 0.0311604 | val_loss: 0.031171 | Time: 1639.25 ms
[2021-10-07 04:27:32 main:574] : INFO : Epoch 1885 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 1623.74 ms
[2021-10-07 04:27:34 main:574] : INFO : Epoch 1886 | loss: 0.0311996 | val_loss: 0.0312602 | Time: 1666.19 ms
[2021-10-07 04:27:36 main:574] : INFO : Epoch 1887 | loss: 0.0313561 | val_loss: 0.0316641 | Time: 1659.21 ms
[2021-10-07 04:27:37 main:574] : INFO : Epoch 1888 | loss: 0.0313375 | val_loss: 0.0312119 | Time: 1618.25 ms
[2021-10-07 04:27:39 main:574] : INFO : Epoch 1889 | loss: 0.0311934 | val_loss: 0.031181 | Time: 1665.07 ms
[2021-10-07 04:27:41 main:574] : INFO : Epoch 1890 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1670.2 ms
[2021-10-07 04:27:43 main:574] : INFO : Epoch 1891 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 1625.05 ms
[2021-10-07 04:27:44 main:574] : INFO : Epoch 1892 | loss: 0.0311583 | val_loss: 0.0311745 | Time: 1655.71 ms
[2021-10-07 04:27:46 main:574] : INFO : Epoch 1893 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 1681.89 ms
[2021-10-07 04:27:48 main:574] : INFO : Epoch 1894 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 1634.08 ms
[2021-10-07 04:27:50 main:574] : INFO : Epoch 1895 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 1658.96 ms
[2021-10-07 04:27:51 main:574] : INFO : Epoch 1896 | loss: 0.031158 | val_loss: 0.0311722 | Time: 1671.88 ms
[2021-10-07 04:27:53 main:574] : INFO : Epoch 1897 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 1639.68 ms
[2021-10-07 04:27:55 main:574] : INFO : Epoch 1898 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 1645.83 ms
[2021-10-07 04:27:56 main:574] : INFO : Epoch 1899 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 1660.4 ms
[2021-10-07 04:27:58 main:574] : INFO : Epoch 1900 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 1651.28 ms
[2021-10-07 04:28:00 main:574] : INFO : Epoch 1901 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 1616.1 ms
[2021-10-07 04:28:02 main:574] : INFO : Epoch 1902 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 1664.21 ms
[2021-10-07 04:28:03 main:574] : INFO : Epoch 1903 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 1669.4 ms
[2021-10-07 04:28:05 main:574] : INFO : Epoch 1904 | loss: 0.0311597 | val_loss: 0.0311717 | Time: 1620.86 ms
[2021-10-07 04:28:07 main:574] : INFO : Epoch 1905 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 1680.06 ms
[2021-10-07 04:28:09 main:574] : INFO : Epoch 1906 | loss: 0.0311605 | val_loss: 0.031171 | Time: 1688.59 ms
[2021-10-07 04:28:10 main:574] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1645.02 ms
[2021-10-07 04:28:12 main:574] : INFO : Epoch 1908 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1656.95 ms
[2021-10-07 04:28:14 main:574] : INFO : Epoch 1909 | loss: 0.0311602 | val_loss: 0.031169 | Time: 1680.25 ms
[2021-10-07 04:28:15 main:574] : INFO : Epoch 1910 | loss: 0.031162 | val_loss: 0.0311691 | Time: 1650.22 ms
[2021-10-07 04:28:17 main:574] : INFO : Epoch 1911 | loss: 0.03116 | val_loss: 0.0311732 | Time: 1661.33 ms
[2021-10-07 04:28:19 main:574] : INFO : Epoch 1912 | loss: 0.0311609 | val_loss: 0.031171 | Time: 1667.37 ms
[2021-10-07 04:28:21 main:574] : INFO : Epoch 1913 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 1634.94 ms
[2021-10-07 04:28:22 main:574] : INFO : Epoch 1914 | loss: 0.0311627 | val_loss: 0.0311699 | Time: 1630.46 ms
[2021-10-07 04:28:24 main:574] : INFO : Epoch 1915 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 1677.49 ms
[2021-10-07 04:28:26 main:574] : INFO : Epoch 1916 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 1639.17 ms
[2021-10-07 04:28:28 main:574] : INFO : Epoch 1917 | loss: 0.031161 | val_loss: 0.0311699 | Time: 1627.86 ms
[2021-10-07 04:28:29 main:574] : INFO : Epoch 1918 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 1692.23 ms
[2021-10-07 04:28:31 main:574] : INFO : Epoch 1919 | loss: 0.0311657 | val_loss: 0.03117 | Time: 1677.57 ms
[2021-10-07 04:28:33 main:574] : INFO : Epoch 1920 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 1620.77 ms
[2021-10-07 04:28:35 main:574] : INFO : Epoch 1921 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 1662.67 ms
[2021-10-07 04:28:36 main:574] : INFO : Epoch 1922 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 1669.5 ms
[2021-10-07 04:28:38 main:574] : INFO : Epoch 1923 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 1660.01 ms
[2021-10-07 04:28:40 main:574] : INFO : Epoch 1924 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 1660.73 ms
[2021-10-07 04:28:42 main:574] : INFO : Epoch 1925 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 1678.01 ms
[2021-10-07 04:28:43 main:574] : INFO : Epoch 1926 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1642.65 ms
[2021-10-07 04:28:45 main:574] : INFO : Epoch 1927 | loss: 0.0311744 | val_loss: 0.0311729 | Time: 1625.28 ms
[2021-10-07 04:28:47 main:574] : INFO : Epoch 1928 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 1675.05 ms
[2021-10-07 04:28:49 main:574] : INFO : Epoch 1929 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 1641.37 ms
[2021-10-07 04:28:50 main:574] : INFO : Epoch 1930 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 1616.36 ms
[2021-10-07 04:28:52 main:574] : INFO : Epoch 1931 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 1671.86 ms
[2021-10-07 04:28:54 main:574] : INFO : Epoch 1932 | loss: 0.0311727 | val_loss: 0.031176 | Time: 1661.8 ms
[2021-10-07 04:28:56 main:574] : INFO : Epoch 1933 | loss: 0.0311696 | val_loss: 0.031173 | Time: 1627.1 ms
[2021-10-07 04:28:57 main:574] : INFO : Epoch 1934 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 1664.18 ms
[2021-10-07 04:28:59 main:574] : INFO : Epoch 1935 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 1668.12 ms
[2021-10-07 04:29:01 main:574] : INFO : Epoch 1936 | loss: 0.0311674 | val_loss: 0.031172 | Time: 1612.45 ms
[2021-10-07 04:29:02 main:574] : INFO : Epoch 1937 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 1660.78 ms
[2021-10-07 04:29:04 main:574] : INFO : Epoch 1938 | loss: 0.0311688 | val_loss: 0.0311706 | Time: 1652.09 ms
[2021-10-07 04:29:06 main:574] : INFO : Epoch 1939 | loss: 0.0311654 | val_loss: 0.0311734 | Time: 1627.13 ms
[2021-10-07 04:29:08 main:574] : INFO : Epoch 1940 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 1654.77 ms
[2021-10-07 04:29:09 main:574] : INFO : Epoch 1941 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 1639.48 ms
[2021-10-07 04:29:11 main:574] : INFO : Epoch 1942 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 1631.16 ms
[2021-10-07 04:29:13 main:574] : INFO : Epoch 1943 | loss: 0.031165 | val_loss: 0.0311729 | Time: 1646.61 ms
[2021-10-07 04:29:14 main:574] : INFO : Epoch 1944 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 1658.3 ms
[2021-10-07 04:29:16 main:574] : INFO : Epoch 1945 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1630.95 ms
[2021-10-07 04:29:18 main:574] : INFO : Epoch 1946 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1644.81 ms
[2021-10-07 04:29:20 main:574] : INFO : Epoch 1947 | loss: 0.031168 | val_loss: 0.0311809 | Time: 1642.83 ms
[2021-10-07 04:29:21 main:574] : INFO : Epoch 1948 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 1630.86 ms
[2021-10-07 04:29:23 main:574] : INFO : Epoch 1949 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1617.76 ms
[2021-10-07 04:29:25 main:574] : INFO : Epoch 1950 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 1669.64 ms
[2021-10-07 04:29:26 main:574] : INFO : Epoch 1951 | loss: 0.0311671 | val_loss: 0.031173 | Time: 1651.23 ms
[2021-10-07 04:29:28 main:574] : INFO : Epoch 1952 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 1618.06 ms
[2021-10-07 04:29:30 main:574] : INFO : Epoch 1953 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 1671.83 ms
[2021-10-07 04:29:32 main:574] : INFO : Epoch 1954 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1664.72 ms
[2021-10-07 04:29:33 main:574] : INFO : Epoch 1955 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1651.66 ms
[2021-10-07 04:29:35 main:574] : INFO : Epoch 1956 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 1658.01 ms
[2021-10-07 04:29:37 main:574] : INFO : Epoch 1957 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1666.57 ms
[2021-10-07 04:29:38 main:574] : INFO : Epoch 1958 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1639.78 ms
[2021-10-07 04:29:40 main:574] : INFO : Epoch 1959 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 1648.93 ms
[2021-10-07 04:29:42 main:574] : INFO : Epoch 1960 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1671.96 ms
[2021-10-07 04:29:44 main:574] : INFO : Epoch 1961 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 1627.82 ms
[2021-10-07 04:29:45 main:574] : INFO : Epoch 1962 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 1651.67 ms
[2021-10-07 04:29:47 main:574] : INFO : Epoch 1963 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 1665.66 ms
[2021-10-07 04:29:49 main:574] : INFO : Epoch 1964 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 1633.46 ms
[2021-10-07 04:29:50 main:574] : INFO : Epoch 1965 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 1634.39 ms
[2021-10-07 04:29:52 main:574] : INFO : Epoch 1966 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 1692.87 ms
[2021-10-07 04:29:54 main:574] : INFO : Epoch 1967 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 1637.21 ms
[2021-10-07 04:29:56 main:574] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1608.59 ms
[2021-10-07 04:29:57 main:574] : INFO : Epoch 1969 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 1682.29 ms
[2021-10-07 04:29:59 main:574] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 1680.64 ms
[2021-10-07 04:30:01 main:574] : INFO : Epoch 1971 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 1651.24 ms
[2021-10-07 04:30:03 main:574] : INFO : Epoch 1972 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 1658.49 ms
[2021-10-07 04:30:04 main:574] : INFO : Epoch 1973 | loss: 0.0311667 | val_loss: 0.031171 | Time: 1660.6 ms
[2021-10-07 04:30:06 main:574] : INFO : Epoch 1974 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 1630.76 ms
[2021-10-07 04:30:08 main:574] : INFO : Epoch 1975 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1642.01 ms
[2021-10-07 04:30:10 main:574] : INFO : Epoch 1976 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1675.16 ms
[2021-10-07 04:30:11 main:574] : INFO : Epoch 1977 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 1628.47 ms
[2021-10-07 04:30:13 main:574] : INFO : Epoch 1978 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 1659.84 ms
[2021-10-07 04:30:15 main:574] : INFO : Epoch 1979 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 1658.07 ms
[2021-10-07 04:30:16 main:574] : INFO : Epoch 1980 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 1636.28 ms
[2021-10-07 04:30:18 main:574] : INFO : Epoch 1981 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 1657.59 ms
[2021-10-07 04:30:20 main:574] : INFO : Epoch 1982 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 1668.31 ms
[2021-10-07 04:30:22 main:574] : INFO : Epoch 1983 | loss: 0.0311674 | val_loss: 0.031178 | Time: 1636.05 ms
[2021-10-07 04:30:23 main:574] : INFO : Epoch 1984 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 1619.69 ms
[2021-10-07 04:30:25 main:574] : INFO : Epoch 1985 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 1662.37 ms
[2021-10-07 04:30:27 main:574] : INFO : Epoch 1986 | loss: 0.0311657 | val_loss: 0.0311809 | Time: 1670.84 ms
[2021-10-07 04:30:29 main:574] : INFO : Epoch 1987 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1625.47 ms
[2021-10-07 04:30:30 main:574] : INFO : Epoch 1988 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 1703.02 ms
[2021-10-07 04:30:32 main:574] : INFO : Epoch 1989 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 1665.77 ms
[2021-10-07 04:30:34 main:574] : INFO : Epoch 1990 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 1635.24 ms
[2021-10-07 04:30:36 main:574] : INFO : Epoch 1991 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 1643.74 ms
[2021-10-07 04:30:37 main:574] : INFO : Epoch 1992 | loss: 0.0311639 | val_loss: 0.0311731 | Time: 1677.77 ms
[2021-10-07 04:30:39 main:574] : INFO : Epoch 1993 | loss: 0.0311637 | val_loss: 0.0311754 | Time: 1629.86 ms
[2021-10-07 04:30:41 main:574] : INFO : Epoch 1994 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 1638.7 ms
[2021-10-07 04:30:42 main:574] : INFO : Epoch 1995 | loss: 0.031163 | val_loss: 0.031172 | Time: 1679.58 ms
[2021-10-07 04:30:44 main:574] : INFO : Epoch 1996 | loss: 0.0311613 | val_loss: 0.0311787 | Time: 1632.34 ms
[2021-10-07 04:30:46 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311731 | Time: 1662.31 ms
[2021-10-07 04:30:48 main:574] : INFO : Epoch 1998 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 1651.1 ms
[2021-10-07 04:30:49 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 1640.15 ms
[2021-10-07 04:30:51 main:574] : INFO : Epoch 2000 | loss: 0.0311636 | val_loss: 0.0311841 | Time: 1647.98 ms
[2021-10-07 04:30:53 main:574] : INFO : Epoch 2001 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 1656.48 ms
[2021-10-07 04:30:55 main:574] : INFO : Epoch 2002 | loss: 0.031162 | val_loss: 0.0311735 | Time: 1675.56 ms
[2021-10-07 04:30:56 main:574] : INFO : Epoch 2003 | loss: 0.0311613 | val_loss: 0.031183 | Time: 1631.54 ms
[2021-10-07 04:30:58 main:574] : INFO : Epoch 2004 | loss: 0.0311639 | val_loss: 0.0311805 | Time: 1675.21 ms
[2021-10-07 04:31:00 main:574] : INFO : Epoch 2005 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1657 ms
[2021-10-07 04:31:01 main:574] : INFO : Epoch 2006 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1626.14 ms
[2021-10-07 04:31:03 main:574] : INFO : Epoch 2007 | loss: 0.0311642 | val_loss: 0.0311753 | Time: 1649.29 ms
[2021-10-07 04:31:05 main:574] : INFO : Epoch 2008 | loss: 0.031163 | val_loss: 0.0311727 | Time: 1665.3 ms
[2021-10-07 04:31:07 main:574] : INFO : Epoch 2009 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 1630.69 ms
[2021-10-07 04:31:08 main:574] : INFO : Epoch 2010 | loss: 0.0311622 | val_loss: 0.0311733 | Time: 1638.77 ms
[2021-10-07 04:31:10 main:574] : INFO : Epoch 2011 | loss: 0.0311618 | val_loss: 0.0311822 | Time: 1675.59 ms
[2021-10-07 04:31:12 main:574] : INFO : Epoch 2012 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 1632.34 ms
[2021-10-07 04:31:13 main:574] : INFO : Epoch 2013 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 1645.91 ms
[2021-10-07 04:31:15 main:574] : INFO : Epoch 2014 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 1674.54 ms
[2021-10-07 04:31:17 main:574] : INFO : Epoch 2015 | loss: 0.0311639 | val_loss: 0.0311707 | Time: 1632.41 ms
[2021-10-07 04:31:19 main:574] : INFO : Epoch 2016 | loss: 0.0311626 | val_loss: 0.031172 | Time: 1618.01 ms
[2021-10-07 04:31:20 main:574] : INFO : Epoch 2017 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 1681 ms
[2021-10-07 04:31:22 main:574] : INFO : Epoch 2018 | loss: 0.0311657 | val_loss: 0.0311848 | Time: 1651.59 ms
[2021-10-07 04:31:24 main:574] : INFO : Epoch 2019 | loss: 0.0311679 | val_loss: 0.0311695 | Time: 1619.55 ms
[2021-10-07 04:31:26 main:574] : INFO : Epoch 2020 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 1660.43 ms
[2021-10-07 04:31:27 main:574] : INFO : Epoch 2021 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 1675.07 ms
[2021-10-07 04:31:29 main:574] : INFO : Epoch 2022 | loss: 0.0311593 | val_loss: 0.0311737 | Time: 1642.73 ms
[2021-10-07 04:31:31 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 1674.12 ms
[2021-10-07 04:31:33 main:574] : INFO : Epoch 2024 | loss: 0.031159 | val_loss: 0.0311721 | Time: 1659.26 ms
[2021-10-07 04:31:34 main:574] : INFO : Epoch 2025 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 1622.78 ms
[2021-10-07 04:31:36 main:574] : INFO : Epoch 2026 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 1653.4 ms
[2021-10-07 04:31:38 main:574] : INFO : Epoch 2027 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 1654.05 ms
[2021-10-07 04:31:39 main:574] : INFO : Epoch 2028 | loss: 0.0311619 | val_loss: 0.0311734 | Time: 1625.49 ms
[2021-10-07 04:31:41 main:574] : INFO : Epoch 2029 | loss: 0.0311592 | val_loss: 0.031173 | Time: 1645.94 ms
[2021-10-07 04:31:43 main:574] : INFO : Epoch 2030 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 1669.15 ms
[2021-10-07 04:31:45 main:574] : INFO : Epoch 2031 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 1645.53 ms
[2021-10-07 04:31:46 main:574] : INFO : Epoch 2032 | loss: 0.0311593 | val_loss: 0.0311717 | Time: 1652.82 ms
[2021-10-07 04:31:48 main:574] : INFO : Epoch 2033 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 1650.6 ms
[2021-10-07 04:31:50 main:574] : INFO : Epoch 2034 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 1682.04 ms
[2021-10-07 04:31:51 main:574] : INFO : Epoch 2035 | loss: 0.0311614 | val_loss: 0.0311765 | Time: 1627.32 ms
[2021-10-07 04:31:53 main:574] : INFO : Epoch 2036 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1652.86 ms
[2021-10-07 04:31:55 main:574] : INFO : Epoch 2037 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1667.54 ms
[2021-10-07 04:31:57 main:574] : INFO : Epoch 2038 | loss: 0.0311604 | val_loss: 0.0311741 | Time: 1629.78 ms
[2021-10-07 04:31:58 main:574] : INFO : Epoch 2039 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 1664.12 ms
[2021-10-07 04:32:00 main:574] : INFO : Epoch 2040 | loss: 0.0311606 | val_loss: 0.031176 | Time: 1673.81 ms
[2021-10-07 04:32:02 main:574] : INFO : Epoch 2041 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 1632.12 ms
[2021-10-07 04:32:04 main:574] : INFO : Epoch 2042 | loss: 0.0311619 | val_loss: 0.0311769 | Time: 1672.75 ms
[2021-10-07 04:32:05 main:574] : INFO : Epoch 2043 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 1679.31 ms
[2021-10-07 04:32:07 main:574] : INFO : Epoch 2044 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 1634.78 ms
[2021-10-07 04:32:09 main:574] : INFO : Epoch 2045 | loss: 0.0311594 | val_loss: 0.0311725 | Time: 1641.53 ms
[2021-10-07 04:32:11 main:574] : INFO : Epoch 2046 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 1650.84 ms
[2021-10-07 04:32:12 main:574] : INFO : Epoch 2047 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 1628.08 ms
[2021-10-07 04:32:14 main:574] : INFO : Epoch 2048 | loss: 0.0311585 | val_loss: 0.0311761 | Time: 1633.46 ms
[2021-10-07 04:32:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761
[2021-10-07 04:32:14 main:603] : INFO : Saving end state to config to file
[2021-10-07 04:32:14 main:608] : INFO : Success, exiting..
04:32:14 (1836): 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)