Task 14622394
| Name | ParityModified-1647047245-11608-3-0_1 |
| Workunit | 11335603 |
| Created | 16 Apr 2022, 14:49:24 UTC |
| Sent | 16 Apr 2022, 14:50:05 UTC |
| Report deadline | 24 Apr 2022, 14:50:05 UTC |
| Received | 16 Apr 2022, 16:17:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 0 min 7 sec |
| CPU time | 59 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311502 | val_loss: 0.0311716 | Time: 1737.11 ms
[2022-04-16 17:36:44 main:574] : INFO : Epoch 1543 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 1728.87 ms
[2022-04-16 17:36:46 main:574] : INFO : Epoch 1544 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 1726.61 ms
[2022-04-16 17:36:48 main:574] : INFO : Epoch 1545 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 1726.94 ms
[2022-04-16 17:36:50 main:574] : INFO : Epoch 1546 | loss: 0.0311482 | val_loss: 0.0311677 | Time: 1730.82 ms
[2022-04-16 17:36:51 main:574] : INFO : Epoch 1547 | loss: 0.0311481 | val_loss: 0.0311668 | Time: 1734.18 ms
[2022-04-16 17:36:53 main:574] : INFO : Epoch 1548 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 1734.12 ms
[2022-04-16 17:36:55 main:574] : INFO : Epoch 1549 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 1722.74 ms
[2022-04-16 17:36:57 main:574] : INFO : Epoch 1550 | loss: 0.0311478 | val_loss: 0.031167 | Time: 1721.3 ms
[2022-04-16 17:36:58 main:574] : INFO : Epoch 1551 | loss: 0.0311472 | val_loss: 0.031165 | Time: 1736 ms
[2022-04-16 17:37:00 main:574] : INFO : Epoch 1552 | loss: 0.0311492 | val_loss: 0.031169 | Time: 1746.28 ms
[2022-04-16 17:37:02 main:574] : INFO : Epoch 1553 | loss: 0.0311484 | val_loss: 0.0311651 | Time: 1736.83 ms
[2022-04-16 17:37:04 main:574] : INFO : Epoch 1554 | loss: 0.0311504 | val_loss: 0.0311835 | Time: 1732.1 ms
[2022-04-16 17:37:05 main:574] : INFO : Epoch 1555 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 1722.64 ms
[2022-04-16 17:37:07 main:574] : INFO : Epoch 1556 | loss: 0.0311487 | val_loss: 0.0311685 | Time: 1726.98 ms
[2022-04-16 17:37:09 main:574] : INFO : Epoch 1557 | loss: 0.0311491 | val_loss: 0.031176 | Time: 1725.66 ms
[2022-04-16 17:37:11 main:574] : INFO : Epoch 1558 | loss: 0.0311742 | val_loss: 0.0311736 | Time: 1734.55 ms
[2022-04-16 17:37:12 main:574] : INFO : Epoch 1559 | loss: 0.0311752 | val_loss: 0.0311705 | Time: 1727.43 ms
[2022-04-16 17:37:14 main:574] : INFO : Epoch 1560 | loss: 0.0311709 | val_loss: 0.0311703 | Time: 1733.27 ms
[2022-04-16 17:37:16 main:574] : INFO : Epoch 1561 | loss: 0.0311678 | val_loss: 0.0311677 | Time: 1726.91 ms
[2022-04-16 17:37:17 main:574] : INFO : Epoch 1562 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 1729.79 ms
[2022-04-16 17:37:19 main:574] : INFO : Epoch 1563 | loss: 0.031166 | val_loss: 0.0311671 | Time: 1731.45 ms
[2022-04-16 17:37:21 main:574] : INFO : Epoch 1564 | loss: 0.0311641 | val_loss: 0.0311677 | Time: 1730.88 ms
[2022-04-16 17:37:23 main:574] : INFO : Epoch 1565 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 1736.61 ms
[2022-04-16 17:37:24 main:574] : INFO : Epoch 1566 | loss: 0.031164 | val_loss: 0.0311661 | Time: 1731.04 ms
[2022-04-16 17:37:26 main:574] : INFO : Epoch 1567 | loss: 0.031165 | val_loss: 0.031175 | Time: 1722.29 ms
[2022-04-16 17:37:28 main:574] : INFO : Epoch 1568 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 1727.17 ms
[2022-04-16 17:37:30 main:574] : INFO : Epoch 1569 | loss: 0.031167 | val_loss: 0.0311788 | Time: 1739.95 ms
[2022-04-16 17:37:31 main:574] : INFO : Epoch 1570 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 1775.97 ms
[2022-04-16 17:37:33 main:574] : INFO : Epoch 1571 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1790.72 ms
[2022-04-16 17:37:35 main:574] : INFO : Epoch 1572 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 1748.76 ms
[2022-04-16 17:37:37 main:574] : INFO : Epoch 1573 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 1739.57 ms
[2022-04-16 17:37:38 main:574] : INFO : Epoch 1574 | loss: 0.031161 | val_loss: 0.031169 | Time: 1734.99 ms
[2022-04-16 17:37:40 main:574] : INFO : Epoch 1575 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1719.6 ms
[2022-04-16 17:37:42 main:574] : INFO : Epoch 1576 | loss: 0.0311675 | val_loss: 0.0311715 | Time: 1736.95 ms
[2022-04-16 17:37:44 main:574] : INFO : Epoch 1577 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 1731.01 ms
[2022-04-16 17:37:45 main:574] : INFO : Epoch 1578 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 1725.16 ms
[2022-04-16 17:37:47 main:574] : INFO : Epoch 1579 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 1726.13 ms
[2022-04-16 17:37:49 main:574] : INFO : Epoch 1580 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 1723.7 ms
[2022-04-16 17:37:51 main:574] : INFO : Epoch 1581 | loss: 0.0311612 | val_loss: 0.031169 | Time: 1735.3 ms
[2022-04-16 17:37:52 main:574] : INFO : Epoch 1582 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 1729.65 ms
[2022-04-16 17:37:54 main:574] : INFO : Epoch 1583 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1731.32 ms
[2022-04-16 17:37:56 main:574] : INFO : Epoch 1584 | loss: 0.03116 | val_loss: 0.0311736 | Time: 1724.9 ms
[2022-04-16 17:37:58 main:574] : INFO : Epoch 1585 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 1718.28 ms
[2022-04-16 17:37:59 main:574] : INFO : Epoch 1586 | loss: 0.0311598 | val_loss: 0.0311698 | Time: 1738.81 ms
[2022-04-16 17:38:01 main:574] : INFO : Epoch 1587 | loss: 0.0311583 | val_loss: 0.0311706 | Time: 1728.19 ms
[2022-04-16 17:38:03 main:574] : INFO : Epoch 1588 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1727.62 ms
[2022-04-16 17:38:05 main:574] : INFO : Epoch 1589 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 1737.17 ms
[2022-04-16 17:38:06 main:574] : INFO : Epoch 1590 | loss: 0.0311583 | val_loss: 0.0311671 | Time: 1732.66 ms
[2022-04-16 17:38:08 main:574] : INFO : Epoch 1591 | loss: 0.031159 | val_loss: 0.0311749 | Time: 1728.99 ms
[2022-04-16 17:38:10 main:574] : INFO : Epoch 1592 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 1741.3 ms
[2022-04-16 17:38:12 main:574] : INFO : Epoch 1593 | loss: 0.0311598 | val_loss: 0.031168 | Time: 1754.11 ms
[2022-04-16 17:38:13 main:574] : INFO : Epoch 1594 | loss: 0.0311568 | val_loss: 0.0311663 | Time: 1734.64 ms
[2022-04-16 17:38:15 main:574] : INFO : Epoch 1595 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 1743.14 ms
[2022-04-16 17:38:17 main:574] : INFO : Epoch 1596 | loss: 0.0311574 | val_loss: 0.0311671 | Time: 1729.69 ms
[2022-04-16 17:38:19 main:574] : INFO : Epoch 1597 | loss: 0.031156 | val_loss: 0.0311662 | Time: 1727.25 ms
[2022-04-16 17:38:20 main:574] : INFO : Epoch 1598 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 1732.31 ms
[2022-04-16 17:38:22 main:574] : INFO : Epoch 1599 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 1729.68 ms
[2022-04-16 17:38:24 main:574] : INFO : Epoch 1600 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1728.06 ms
[2022-04-16 17:38:25 main:574] : INFO : Epoch 1601 | loss: 0.0311547 | val_loss: 0.0311672 | Time: 1721.79 ms
[2022-04-16 17:38:27 main:574] : INFO : Epoch 1602 | loss: 0.0311558 | val_loss: 0.0311685 | Time: 1723.46 ms
[2022-04-16 17:38:29 main:574] : INFO : Epoch 1603 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1728.09 ms
[2022-04-16 17:38:31 main:574] : INFO : Epoch 1604 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 1734.65 ms
[2022-04-16 17:38:32 main:574] : INFO : Epoch 1605 | loss: 0.031155 | val_loss: 0.0311671 | Time: 1727.96 ms
[2022-04-16 17:38:34 main:574] : INFO : Epoch 1606 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 1730 ms
[2022-04-16 17:38:36 main:574] : INFO : Epoch 1607 | loss: 0.0311534 | val_loss: 0.0311661 | Time: 1734.92 ms
[2022-04-16 17:38:38 main:574] : INFO : Epoch 1608 | loss: 0.0311538 | val_loss: 0.0311648 | Time: 1761.66 ms
[2022-04-16 17:38:39 main:574] : INFO : Epoch 1609 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 1758.07 ms
[2022-04-16 17:38:41 main:574] : INFO : Epoch 1610 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 1773.86 ms
[2022-04-16 17:38:43 main:574] : INFO : Epoch 1611 | loss: 0.0311555 | val_loss: 0.031167 | Time: 1731.01 ms
[2022-04-16 17:38:45 main:574] : INFO : Epoch 1612 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 1726.92 ms
[2022-04-16 17:38:46 main:574] : INFO : Epoch 1613 | loss: 0.0311556 | val_loss: 0.0311671 | Time: 1730.33 ms
[2022-04-16 17:38:48 main:574] : INFO : Epoch 1614 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 1726.01 ms
[2022-04-16 17:38:50 main:574] : INFO : Epoch 1615 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1728.78 ms
[2022-04-16 17:38:52 main:574] : INFO : Epoch 1616 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 1727.82 ms
[2022-04-16 17:38:53 main:574] : INFO : Epoch 1617 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 1735.97 ms
[2022-04-16 17:38:55 main:574] : INFO : Epoch 1618 | loss: 0.0311545 | val_loss: 0.0311652 | Time: 1731.12 ms
[2022-04-16 17:38:57 main:574] : INFO : Epoch 1619 | loss: 0.0311537 | val_loss: 0.0311659 | Time: 1722.8 ms
[2022-04-16 17:38:59 main:574] : INFO : Epoch 1620 | loss: 0.0311528 | val_loss: 0.0311651 | Time: 1738.43 ms
[2022-04-16 17:39:00 main:574] : INFO : Epoch 1621 | loss: 0.0311529 | val_loss: 0.0311655 | Time: 1725.69 ms
[2022-04-16 17:39:02 main:574] : INFO : Epoch 1622 | loss: 0.0311517 | val_loss: 0.0311654 | Time: 1734.79 ms
[2022-04-16 17:39:04 main:574] : INFO : Epoch 1623 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 1734.63 ms
[2022-04-16 17:39:06 main:574] : INFO : Epoch 1624 | loss: 0.0311518 | val_loss: 0.0311688 | Time: 1725.72 ms
[2022-04-16 17:39:07 main:574] : INFO : Epoch 1625 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 1730.83 ms
[2022-04-16 17:39:09 main:574] : INFO : Epoch 1626 | loss: 0.0311536 | val_loss: 0.0311719 | Time: 1734.13 ms
[2022-04-16 17:39:11 main:574] : INFO : Epoch 1627 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 1724.79 ms
[2022-04-16 17:39:13 main:574] : INFO : Epoch 1628 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 1726.07 ms
[2022-04-16 17:39:14 main:574] : INFO : Epoch 1629 | loss: 0.0311568 | val_loss: 0.0311691 | Time: 1728 ms
[2022-04-16 17:39:16 main:574] : INFO : Epoch 1630 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 1741.39 ms
[2022-04-16 17:39:18 main:574] : INFO : Epoch 1631 | loss: 0.0311555 | val_loss: 0.0311738 | Time: 1730.4 ms
[2022-04-16 17:39:19 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1738.4 ms
[2022-04-16 17:39:21 main:574] : INFO : Epoch 1633 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 1734.31 ms
[2022-04-16 17:39:23 main:574] : INFO : Epoch 1634 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 1728.97 ms
[2022-04-16 17:39:25 main:574] : INFO : Epoch 1635 | loss: 0.031161 | val_loss: 0.0311662 | Time: 1735.22 ms
[2022-04-16 17:39:26 main:574] : INFO : Epoch 1636 | loss: 0.0311595 | val_loss: 0.0311668 | Time: 1736.28 ms
[2022-04-16 17:39:28 main:574] : INFO : Epoch 1637 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 1730.83 ms
[2022-04-16 17:39:30 main:574] : INFO : Epoch 1638 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 1723.35 ms
[2022-04-16 17:39:32 main:574] : INFO : Epoch 1639 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1733.45 ms
[2022-04-16 17:39:33 main:574] : INFO : Epoch 1640 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1733.4 ms
[2022-04-16 17:39:35 main:574] : INFO : Epoch 1641 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 1735.13 ms
[2022-04-16 17:39:37 main:574] : INFO : Epoch 1642 | loss: 0.0311553 | val_loss: 0.031165 | Time: 1730.94 ms
[2022-04-16 17:39:39 main:574] : INFO : Epoch 1643 | loss: 0.0311558 | val_loss: 0.0311642 | Time: 1736.51 ms
[2022-04-16 17:39:40 main:574] : INFO : Epoch 1644 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 1745.92 ms
[2022-04-16 17:39:42 main:574] : INFO : Epoch 1645 | loss: 0.0311572 | val_loss: 0.0311637 | Time: 1725.76 ms
[2022-04-16 17:39:44 main:574] : INFO : Epoch 1646 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 1757.86 ms
[2022-04-16 17:39:46 main:574] : INFO : Epoch 1647 | loss: 0.031155 | val_loss: 0.031165 | Time: 1761.55 ms
[2022-04-16 17:39:47 main:574] : INFO : Epoch 1648 | loss: 0.031156 | val_loss: 0.0311643 | Time: 1765.52 ms
[2022-04-16 17:39:49 main:574] : INFO : Epoch 1649 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1735.29 ms
[2022-04-16 17:39:51 main:574] : INFO : Epoch 1650 | loss: 0.0311556 | val_loss: 0.0311635 | Time: 1726.94 ms
[2022-04-16 17:39:53 main:574] : INFO : Epoch 1651 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 1730.44 ms
[2022-04-16 17:39:54 main:574] : INFO : Epoch 1652 | loss: 0.0311555 | val_loss: 0.0311688 | Time: 1727.11 ms
[2022-04-16 17:39:56 main:574] : INFO : Epoch 1653 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 1726.08 ms
[2022-04-16 17:39:58 main:574] : INFO : Epoch 1654 | loss: 0.0311536 | val_loss: 0.0311722 | Time: 1740.98 ms
[2022-04-16 17:40:00 main:574] : INFO : Epoch 1655 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 1729.21 ms
[2022-04-16 17:40:02 main:574] : INFO : Epoch 1656 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 1894.39 ms
[2022-04-16 17:40:03 main:574] : INFO : Epoch 1657 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 1724.3 ms
[2022-04-16 17:40:05 main:574] : INFO : Epoch 1658 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 1736.6 ms
[2022-04-16 17:40:07 main:574] : INFO : Epoch 1659 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 1741.42 ms
[2022-04-16 17:40:08 main:574] : INFO : Epoch 1660 | loss: 0.0311574 | val_loss: 0.0311644 | Time: 1738.99 ms
[2022-04-16 17:40:10 main:574] : INFO : Epoch 1661 | loss: 0.0311552 | val_loss: 0.0311723 | Time: 1731.91 ms
[2022-04-16 17:40:12 main:574] : INFO : Epoch 1662 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 1730.15 ms
[2022-04-16 17:40:14 main:574] : INFO : Epoch 1663 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 1724.79 ms
[2022-04-16 17:40:15 main:574] : INFO : Epoch 1664 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 1723.14 ms
[2022-04-16 17:40:17 main:574] : INFO : Epoch 1665 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 1732.21 ms
[2022-04-16 17:40:19 main:574] : INFO : Epoch 1666 | loss: 0.0311516 | val_loss: 0.0311638 | Time: 1731.24 ms
[2022-04-16 17:40:21 main:574] : INFO : Epoch 1667 | loss: 0.0311506 | val_loss: 0.0311684 | Time: 1736.28 ms
[2022-04-16 17:40:22 main:574] : INFO : Epoch 1668 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1730.99 ms
[2022-04-16 17:40:24 main:574] : INFO : Epoch 1669 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 1731.95 ms
[2022-04-16 17:40:26 main:574] : INFO : Epoch 1670 | loss: 0.0311525 | val_loss: 0.0311703 | Time: 1733.18 ms
[2022-04-16 17:40:28 main:574] : INFO : Epoch 1671 | loss: 0.0311548 | val_loss: 0.031166 | Time: 1726.21 ms
[2022-04-16 17:40:29 main:574] : INFO : Epoch 1672 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 1724.28 ms
[2022-04-16 17:40:31 main:574] : INFO : Epoch 1673 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 1725.21 ms
[2022-04-16 17:40:33 main:574] : INFO : Epoch 1674 | loss: 0.031152 | val_loss: 0.0311646 | Time: 1732.83 ms
[2022-04-16 17:40:35 main:574] : INFO : Epoch 1675 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1732.41 ms
[2022-04-16 17:40:36 main:574] : INFO : Epoch 1676 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1737.29 ms
[2022-04-16 17:40:38 main:574] : INFO : Epoch 1677 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 1724.23 ms
[2022-04-16 17:40:40 main:574] : INFO : Epoch 1678 | loss: 0.0311539 | val_loss: 0.0311664 | Time: 1733.83 ms
[2022-04-16 17:40:42 main:574] : INFO : Epoch 1679 | loss: 0.0311529 | val_loss: 0.0311676 | Time: 1735.39 ms
[2022-04-16 17:40:43 main:574] : INFO : Epoch 1680 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 1729.6 ms
[2022-04-16 17:40:45 main:574] : INFO : Epoch 1681 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 1732.07 ms
[2022-04-16 17:40:47 main:574] : INFO : Epoch 1682 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 1725 ms
[2022-04-16 17:40:48 main:574] : INFO : Epoch 1683 | loss: 0.031153 | val_loss: 0.0311717 | Time: 1745.97 ms
[2022-04-16 17:40:50 main:574] : INFO : Epoch 1684 | loss: 0.0311564 | val_loss: 0.0311728 | Time: 1787.99 ms
[2022-04-16 17:40:52 main:574] : INFO : Epoch 1685 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 1759.1 ms
[2022-04-16 17:40:54 main:574] : INFO : Epoch 1686 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 1755.14 ms
[2022-04-16 17:40:56 main:574] : INFO : Epoch 1687 | loss: 0.0311853 | val_loss: 0.0312015 | Time: 1720.9 ms
[2022-04-16 17:40:57 main:574] : INFO : Epoch 1688 | loss: 0.0311764 | val_loss: 0.031171 | Time: 1725.78 ms
[2022-04-16 17:40:59 main:574] : INFO : Epoch 1689 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 1729.14 ms
[2022-04-16 17:41:01 main:574] : INFO : Epoch 1690 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 1731.55 ms
[2022-04-16 17:41:02 main:574] : INFO : Epoch 1691 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 1730.93 ms
[2022-04-16 17:41:04 main:574] : INFO : Epoch 1692 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 1722.88 ms
[2022-04-16 17:41:06 main:574] : INFO : Epoch 1693 | loss: 0.0311561 | val_loss: 0.0311661 | Time: 1728.95 ms
[2022-04-16 17:41:08 main:574] : INFO : Epoch 1694 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 1738.72 ms
[2022-04-16 17:41:09 main:574] : INFO : Epoch 1695 | loss: 0.031155 | val_loss: 0.0311637 | Time: 1733.99 ms
[2022-04-16 17:41:11 main:574] : INFO : Epoch 1696 | loss: 0.0311569 | val_loss: 0.0311655 | Time: 1731.59 ms
[2022-04-16 17:41:13 main:574] : INFO : Epoch 1697 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 1731.52 ms
[2022-04-16 17:41:15 main:574] : INFO : Epoch 1698 | loss: 0.0311577 | val_loss: 0.0311666 | Time: 1725.71 ms
[2022-04-16 17:41:16 main:574] : INFO : Epoch 1699 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 1737.69 ms
[2022-04-16 17:41:18 main:574] : INFO : Epoch 1700 | loss: 0.031158 | val_loss: 0.0311658 | Time: 1727.56 ms
[2022-04-16 17:41:20 main:574] : INFO : Epoch 1701 | loss: 0.031157 | val_loss: 0.0311661 | Time: 1738.46 ms
[2022-04-16 17:41:22 main:574] : INFO : Epoch 1702 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 1729.47 ms
[2022-04-16 17:41:23 main:574] : INFO : Epoch 1703 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 1727.73 ms
[2022-04-16 17:41:25 main:574] : INFO : Epoch 1704 | loss: 0.031156 | val_loss: 0.0311636 | Time: 1729.94 ms
[2022-04-16 17:41:27 main:574] : INFO : Epoch 1705 | loss: 0.0311554 | val_loss: 0.0311666 | Time: 1722.08 ms
[2022-04-16 17:41:29 main:574] : INFO : Epoch 1706 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 1734.92 ms
[2022-04-16 17:41:30 main:574] : INFO : Epoch 1707 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 1729.51 ms
[2022-04-16 17:41:32 main:574] : INFO : Epoch 1708 | loss: 0.0311538 | val_loss: 0.0311645 | Time: 1736.49 ms
[2022-04-16 17:41:34 main:574] : INFO : Epoch 1709 | loss: 0.0311519 | val_loss: 0.0311683 | Time: 1734.35 ms
[2022-04-16 17:41:36 main:574] : INFO : Epoch 1710 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 1723.3 ms
[2022-04-16 17:41:37 main:574] : INFO : Epoch 1711 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 1719.07 ms
[2022-04-16 17:41:39 main:574] : INFO : Epoch 1712 | loss: 0.0311533 | val_loss: 0.0311667 | Time: 1726.49 ms
[2022-04-16 17:41:41 main:574] : INFO : Epoch 1713 | loss: 0.0311519 | val_loss: 0.0311661 | Time: 1720.8 ms
[2022-04-16 17:41:42 main:574] : INFO : Epoch 1714 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 1729.42 ms
[2022-04-16 17:41:44 main:574] : INFO : Epoch 1715 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1726.06 ms
[2022-04-16 17:41:46 main:574] : INFO : Epoch 1716 | loss: 0.0311538 | val_loss: 0.0311662 | Time: 1726.41 ms
[2022-04-16 17:41:48 main:574] : INFO : Epoch 1717 | loss: 0.0311533 | val_loss: 0.0311655 | Time: 1733.21 ms
[2022-04-16 17:41:49 main:574] : INFO : Epoch 1718 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 1732.14 ms
[2022-04-16 17:41:51 main:574] : INFO : Epoch 1719 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1729.53 ms
[2022-04-16 17:41:53 main:574] : INFO : Epoch 1720 | loss: 0.031152 | val_loss: 0.0311672 | Time: 1729.92 ms
[2022-04-16 17:41:55 main:574] : INFO : Epoch 1721 | loss: 0.0311523 | val_loss: 0.0311666 | Time: 1724.14 ms
[2022-04-16 17:41:56 main:574] : INFO : Epoch 1722 | loss: 0.031153 | val_loss: 0.0311655 | Time: 1767.6 ms
[2022-04-16 17:41:58 main:574] : INFO : Epoch 1723 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 1758.39 ms
[2022-04-16 17:42:00 main:574] : INFO : Epoch 1724 | loss: 0.0311519 | val_loss: 0.031166 | Time: 1736.28 ms
[2022-04-16 17:42:02 main:574] : INFO : Epoch 1725 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 1733.06 ms
[2022-04-16 17:42:03 main:574] : INFO : Epoch 1726 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 1717.49 ms
[2022-04-16 17:42:05 main:574] : INFO : Epoch 1727 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 1729.64 ms
[2022-04-16 17:42:07 main:574] : INFO : Epoch 1728 | loss: 0.0311543 | val_loss: 0.0311754 | Time: 1734.65 ms
[2022-04-16 17:42:09 main:574] : INFO : Epoch 1729 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 1733.57 ms
[2022-04-16 17:42:10 main:574] : INFO : Epoch 1730 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 1730.1 ms
[2022-04-16 17:42:12 main:574] : INFO : Epoch 1731 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 1730.48 ms
[2022-04-16 17:42:14 main:574] : INFO : Epoch 1732 | loss: 0.0311513 | val_loss: 0.0311691 | Time: 1745.03 ms
[2022-04-16 17:42:16 main:574] : INFO : Epoch 1733 | loss: 0.0311518 | val_loss: 0.0311667 | Time: 1752.88 ms
[2022-04-16 17:42:17 main:574] : INFO : Epoch 1734 | loss: 0.03115 | val_loss: 0.0311677 | Time: 1784.51 ms
[2022-04-16 17:42:19 main:574] : INFO : Epoch 1735 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1736.8 ms
[2022-04-16 17:42:21 main:574] : INFO : Epoch 1736 | loss: 0.031153 | val_loss: 0.031169 | Time: 1767.32 ms
[2022-04-16 17:42:23 main:574] : INFO : Epoch 1737 | loss: 0.0311558 | val_loss: 0.0311701 | Time: 1739.53 ms
[2022-04-16 17:42:24 main:574] : INFO : Epoch 1738 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 1745.94 ms
[2022-04-16 17:42:26 main:574] : INFO : Epoch 1739 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 1734.99 ms
[2022-04-16 17:42:28 main:574] : INFO : Epoch 1740 | loss: 0.0311567 | val_loss: 0.0311663 | Time: 1742.82 ms
[2022-04-16 17:42:30 main:574] : INFO : Epoch 1741 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1743.73 ms
[2022-04-16 17:42:32 main:574] : INFO : Epoch 1742 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 1843.11 ms
[2022-04-16 17:42:33 main:574] : INFO : Epoch 1743 | loss: 0.0311522 | val_loss: 0.0311655 | Time: 1743.33 ms
[2022-04-16 17:42:35 main:574] : INFO : Epoch 1744 | loss: 0.0311508 | val_loss: 0.0311657 | Time: 1737.92 ms
[2022-04-16 17:42:37 main:574] : INFO : Epoch 1745 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 1780.29 ms
[2022-04-16 17:42:39 main:574] : INFO : Epoch 1746 | loss: 0.0311494 | val_loss: 0.0311651 | Time: 1858.83 ms
[2022-04-16 17:42:40 main:574] : INFO : Epoch 1747 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 1764.21 ms
[2022-04-16 17:42:42 main:574] : INFO : Epoch 1748 | loss: 0.0311511 | val_loss: 0.0311657 | Time: 1754.5 ms
[2022-04-16 17:42:44 main:574] : INFO : Epoch 1749 | loss: 0.0311513 | val_loss: 0.0311752 | Time: 1815.53 ms
[2022-04-16 17:42:46 main:574] : INFO : Epoch 1750 | loss: 0.0311508 | val_loss: 0.031167 | Time: 1783.86 ms
[2022-04-16 17:42:48 main:574] : INFO : Epoch 1751 | loss: 0.0311519 | val_loss: 0.0311742 | Time: 1815.6 ms
[2022-04-16 17:42:49 main:574] : INFO : Epoch 1752 | loss: 0.031156 | val_loss: 0.0311737 | Time: 1855.07 ms
[2022-04-16 17:42:51 main:574] : INFO : Epoch 1753 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 1854.09 ms
[2022-04-16 17:42:53 main:574] : INFO : Epoch 1754 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 1874.14 ms
[2022-04-16 17:42:55 main:574] : INFO : Epoch 1755 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1875.57 ms
[2022-04-16 17:42:57 main:574] : INFO : Epoch 1756 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 1870.62 ms
[2022-04-16 17:42:59 main:574] : INFO : Epoch 1757 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 1823.36 ms
[2022-04-16 17:43:01 main:574] : INFO : Epoch 1758 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 1821.28 ms
[2022-04-16 17:43:03 main:574] : INFO : Epoch 1759 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1860.55 ms
[2022-04-16 17:43:04 main:574] : INFO : Epoch 1760 | loss: 0.0311652 | val_loss: 0.0311715 | Time: 1907.31 ms
[2022-04-16 17:43:06 main:574] : INFO : Epoch 1761 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 1928 ms
[2022-04-16 17:43:08 main:574] : INFO : Epoch 1762 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 1908.42 ms
[2022-04-16 17:43:10 main:574] : INFO : Epoch 1763 | loss: 0.03116 | val_loss: 0.0311677 | Time: 1872.04 ms
[2022-04-16 17:43:12 main:574] : INFO : Epoch 1764 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 1891.59 ms
[2022-04-16 17:43:14 main:574] : INFO : Epoch 1765 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 1886.24 ms
[2022-04-16 17:43:16 main:574] : INFO : Epoch 1766 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1890.98 ms
[2022-04-16 17:43:18 main:574] : INFO : Epoch 1767 | loss: 0.0311583 | val_loss: 0.0311722 | Time: 1878.71 ms
[2022-04-16 17:43:20 main:574] : INFO : Epoch 1768 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 1875.58 ms
[2022-04-16 17:43:22 main:574] : INFO : Epoch 1769 | loss: 0.031158 | val_loss: 0.0311699 | Time: 1869.61 ms
[2022-04-16 17:43:23 main:574] : INFO : Epoch 1770 | loss: 0.031157 | val_loss: 0.0311744 | Time: 1874.15 ms
[2022-04-16 17:43:25 main:574] : INFO : Epoch 1771 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 1861.56 ms
[2022-04-16 17:43:27 main:574] : INFO : Epoch 1772 | loss: 0.0311561 | val_loss: 0.0311732 | Time: 1855.1 ms
[2022-04-16 17:43:29 main:574] : INFO : Epoch 1773 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1875.75 ms
[2022-04-16 17:43:31 main:574] : INFO : Epoch 1774 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 1879.9 ms
[2022-04-16 17:43:33 main:574] : INFO : Epoch 1775 | loss: 0.0311575 | val_loss: 0.031172 | Time: 1881.6 ms
[2022-04-16 17:43:35 main:574] : INFO : Epoch 1776 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 1884.3 ms
[2022-04-16 17:43:37 main:574] : INFO : Epoch 1777 | loss: 0.0311562 | val_loss: 0.0311716 | Time: 1872.23 ms
[2022-04-16 17:43:38 main:574] : INFO : Epoch 1778 | loss: 0.0311564 | val_loss: 0.0311742 | Time: 1889.73 ms
[2022-04-16 17:43:40 main:574] : INFO : Epoch 1779 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 1877.05 ms
[2022-04-16 17:43:42 main:574] : INFO : Epoch 1780 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1866.96 ms
[2022-04-16 17:43:44 main:574] : INFO : Epoch 1781 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 1885.66 ms
[2022-04-16 17:43:46 main:574] : INFO : Epoch 1782 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 1866.36 ms
[2022-04-16 17:43:48 main:574] : INFO : Epoch 1783 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 1852.4 ms
[2022-04-16 17:43:50 main:574] : INFO : Epoch 1784 | loss: 0.031155 | val_loss: 0.0311698 | Time: 1872.63 ms
[2022-04-16 17:43:52 main:574] : INFO : Epoch 1785 | loss: 0.0311541 | val_loss: 0.0311703 | Time: 1848.77 ms
[2022-04-16 17:43:53 main:574] : INFO : Epoch 1786 | loss: 0.0311542 | val_loss: 0.03117 | Time: 1862.01 ms
[2022-04-16 17:43:55 main:574] : INFO : Epoch 1787 | loss: 0.031153 | val_loss: 0.0311696 | Time: 1856.44 ms
[2022-04-16 17:43:57 main:574] : INFO : Epoch 1788 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1859.5 ms
[2022-04-16 17:43:59 main:574] : INFO : Epoch 1789 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 1870.57 ms
[2022-04-16 17:44:01 main:574] : INFO : Epoch 1790 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1902.77 ms
[2022-04-16 17:44:03 main:574] : INFO : Epoch 1791 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 1876.64 ms
[2022-04-16 17:44:05 main:574] : INFO : Epoch 1792 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 1869.48 ms
[2022-04-16 17:44:07 main:574] : INFO : Epoch 1793 | loss: 0.0311543 | val_loss: 0.031167 | Time: 1894.88 ms
[2022-04-16 17:44:09 main:574] : INFO : Epoch 1794 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 1892.88 ms
[2022-04-16 17:44:10 main:574] : INFO : Epoch 1795 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 1874.61 ms
[2022-04-16 17:44:12 main:574] : INFO : Epoch 1796 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 1869.7 ms
[2022-04-16 17:44:14 main:574] : INFO : Epoch 1797 | loss: 0.0311537 | val_loss: 0.0311677 | Time: 1885.09 ms
[2022-04-16 17:44:16 main:574] : INFO : Epoch 1798 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 1889.62 ms
[2022-04-16 17:44:18 main:574] : INFO : Epoch 1799 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 1884.89 ms
[2022-04-16 17:44:20 main:574] : INFO : Epoch 1800 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 1902.2 ms
[2022-04-16 17:44:22 main:574] : INFO : Epoch 1801 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 1892.63 ms
[2022-04-16 17:44:24 main:574] : INFO : Epoch 1802 | loss: 0.0311542 | val_loss: 0.0311705 | Time: 1760.98 ms
[2022-04-16 17:44:25 main:574] : INFO : Epoch 1803 | loss: 0.0311595 | val_loss: 0.0311743 | Time: 1749.54 ms
[2022-04-16 17:44:27 main:574] : INFO : Epoch 1804 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1756.61 ms
[2022-04-16 17:44:29 main:574] : INFO : Epoch 1805 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 1761.48 ms
[2022-04-16 17:44:31 main:574] : INFO : Epoch 1806 | loss: 0.031162 | val_loss: 0.0311714 | Time: 1753.66 ms
[2022-04-16 17:44:32 main:574] : INFO : Epoch 1807 | loss: 0.0311608 | val_loss: 0.031173 | Time: 1746.77 ms
[2022-04-16 17:44:34 main:574] : INFO : Epoch 1808 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1744.2 ms
[2022-04-16 17:44:36 main:574] : INFO : Epoch 1809 | loss: 0.0311572 | val_loss: 0.0311728 | Time: 1760.76 ms
[2022-04-16 17:44:38 main:574] : INFO : Epoch 1810 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 1783.11 ms
[2022-04-16 17:44:40 main:574] : INFO : Epoch 1811 | loss: 0.0311579 | val_loss: 0.031169 | Time: 1841.65 ms
[2022-04-16 17:44:41 main:574] : INFO : Epoch 1812 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 1736.62 ms
[2022-04-16 17:44:43 main:574] : INFO : Epoch 1813 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 1760.9 ms
[2022-04-16 17:44:45 main:574] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 1764.89 ms
[2022-04-16 17:44:47 main:574] : INFO : Epoch 1815 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 1760.2 ms
[2022-04-16 17:44:48 main:574] : INFO : Epoch 1816 | loss: 0.031158 | val_loss: 0.0311649 | Time: 1769.45 ms
[2022-04-16 17:44:50 main:574] : INFO : Epoch 1817 | loss: 0.0311563 | val_loss: 0.0311664 | Time: 1766.35 ms
[2022-04-16 17:44:52 main:574] : INFO : Epoch 1818 | loss: 0.0311565 | val_loss: 0.0311647 | Time: 1782.56 ms
[2022-04-16 17:44:54 main:574] : INFO : Epoch 1819 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 1738.56 ms
[2022-04-16 17:44:55 main:574] : INFO : Epoch 1820 | loss: 0.0311575 | val_loss: 0.0311655 | Time: 1735.63 ms
[2022-04-16 17:44:57 main:574] : INFO : Epoch 1821 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 1733.43 ms
[2022-04-16 17:44:59 main:574] : INFO : Epoch 1822 | loss: 0.0311595 | val_loss: 0.0311684 | Time: 1737.65 ms
[2022-04-16 17:45:01 main:574] : INFO : Epoch 1823 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1741.95 ms
[2022-04-16 17:45:02 main:574] : INFO : Epoch 1824 | loss: 0.031157 | val_loss: 0.0311672 | Time: 1731.84 ms
[2022-04-16 17:45:04 main:574] : INFO : Epoch 1825 | loss: 0.0311576 | val_loss: 0.0311736 | Time: 1819.86 ms
[2022-04-16 17:45:06 main:574] : INFO : Epoch 1826 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 1786.74 ms
[2022-04-16 17:45:08 main:574] : INFO : Epoch 1827 | loss: 0.0311603 | val_loss: 0.0311734 | Time: 1729.61 ms
[2022-04-16 17:45:10 main:574] : INFO : Epoch 1828 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1785.33 ms
[2022-04-16 17:45:11 main:574] : INFO : Epoch 1829 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1747.03 ms
[2022-04-16 17:45:13 main:574] : INFO : Epoch 1830 | loss: 0.0311612 | val_loss: 0.031171 | Time: 1771.52 ms
[2022-04-16 17:45:15 main:574] : INFO : Epoch 1831 | loss: 0.0311584 | val_loss: 0.031171 | Time: 1767.11 ms
[2022-04-16 17:45:17 main:574] : INFO : Epoch 1832 | loss: 0.0311584 | val_loss: 0.03117 | Time: 1781.01 ms
[2022-04-16 17:45:18 main:574] : INFO : Epoch 1833 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 1756.26 ms
[2022-04-16 17:45:20 main:574] : INFO : Epoch 1834 | loss: 0.0311565 | val_loss: 0.0311699 | Time: 1736.45 ms
[2022-04-16 17:45:22 main:574] : INFO : Epoch 1835 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 1775.27 ms
[2022-04-16 17:45:24 main:574] : INFO : Epoch 1836 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 1761.01 ms
[2022-04-16 17:45:26 main:574] : INFO : Epoch 1837 | loss: 0.0311548 | val_loss: 0.0311687 | Time: 1782.49 ms
[2022-04-16 17:45:27 main:574] : INFO : Epoch 1838 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 1768.36 ms
[2022-04-16 17:45:29 main:574] : INFO : Epoch 1839 | loss: 0.0311549 | val_loss: 0.0311708 | Time: 1861.67 ms
[2022-04-16 17:45:31 main:574] : INFO : Epoch 1840 | loss: 0.0311562 | val_loss: 0.0311713 | Time: 1850.51 ms
[2022-04-16 17:45:33 main:574] : INFO : Epoch 1841 | loss: 0.0311555 | val_loss: 0.0311733 | Time: 1842.88 ms
[2022-04-16 17:45:35 main:574] : INFO : Epoch 1842 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 1840.12 ms
[2022-04-16 17:45:37 main:574] : INFO : Epoch 1843 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 1845.7 ms
[2022-04-16 17:45:38 main:574] : INFO : Epoch 1844 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1834.27 ms
[2022-04-16 17:45:40 main:574] : INFO : Epoch 1845 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 1842.81 ms
[2022-04-16 17:45:42 main:574] : INFO : Epoch 1846 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 1839.66 ms
[2022-04-16 17:45:44 main:574] : INFO : Epoch 1847 | loss: 0.0311556 | val_loss: 0.0311709 | Time: 1839.39 ms
[2022-04-16 17:45:46 main:574] : INFO : Epoch 1848 | loss: 0.0311562 | val_loss: 0.0311695 | Time: 1844.95 ms
[2022-04-16 17:45:48 main:574] : INFO : Epoch 1849 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 1842.03 ms
[2022-04-16 17:45:49 main:574] : INFO : Epoch 1850 | loss: 0.0311542 | val_loss: 0.0311719 | Time: 1729.69 ms
[2022-04-16 17:45:51 main:574] : INFO : Epoch 1851 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 1741.05 ms
[2022-04-16 17:45:53 main:574] : INFO : Epoch 1852 | loss: 0.0311535 | val_loss: 0.0311717 | Time: 1757.97 ms
[2022-04-16 17:45:55 main:574] : INFO : Epoch 1853 | loss: 0.0311592 | val_loss: 0.0311729 | Time: 1731.04 ms
[2022-04-16 17:45:56 main:574] : INFO : Epoch 1854 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 1731.97 ms
[2022-04-16 17:45:58 main:574] : INFO : Epoch 1855 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1730.95 ms
[2022-04-16 17:46:00 main:574] : INFO : Epoch 1856 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 1739.1 ms
[2022-04-16 17:46:02 main:574] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 1768.31 ms
[2022-04-16 17:46:04 main:574] : INFO : Epoch 1858 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 1856.96 ms
[2022-04-16 17:46:05 main:574] : INFO : Epoch 1859 | loss: 0.0311615 | val_loss: 0.031169 | Time: 1848.41 ms
[2022-04-16 17:46:07 main:574] : INFO : Epoch 1860 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 1865.67 ms
[2022-04-16 17:46:09 main:574] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1856.54 ms
[2022-04-16 17:46:11 main:574] : INFO : Epoch 1862 | loss: 0.0311592 | val_loss: 0.0311696 | Time: 1874.32 ms
[2022-04-16 17:46:13 main:574] : INFO : Epoch 1863 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 1874.98 ms
[2022-04-16 17:46:15 main:574] : INFO : Epoch 1864 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 1858.16 ms
[2022-04-16 17:46:17 main:574] : INFO : Epoch 1865 | loss: 0.0311596 | val_loss: 0.0311691 | Time: 1847.2 ms
[2022-04-16 17:46:19 main:574] : INFO : Epoch 1866 | loss: 0.0311587 | val_loss: 0.0311739 | Time: 1874.47 ms
[2022-04-16 17:46:20 main:574] : INFO : Epoch 1867 | loss: 0.031159 | val_loss: 0.0311719 | Time: 1927.38 ms
[2022-04-16 17:46:22 main:574] : INFO : Epoch 1868 | loss: 0.031159 | val_loss: 0.0311741 | Time: 1890.37 ms
[2022-04-16 17:46:24 main:574] : INFO : Epoch 1869 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 1851.83 ms
[2022-04-16 17:46:26 main:574] : INFO : Epoch 1870 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 1858.27 ms
[2022-04-16 17:46:28 main:574] : INFO : Epoch 1871 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 1864.03 ms
[2022-04-16 17:46:30 main:574] : INFO : Epoch 1872 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1859.67 ms
[2022-04-16 17:46:32 main:574] : INFO : Epoch 1873 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 1851.49 ms
[2022-04-16 17:46:34 main:574] : INFO : Epoch 1874 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 1869.34 ms
[2022-04-16 17:46:35 main:574] : INFO : Epoch 1875 | loss: 0.0311593 | val_loss: 0.0311755 | Time: 1847.1 ms
[2022-04-16 17:46:37 main:574] : INFO : Epoch 1876 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 1839.12 ms
[2022-04-16 17:46:39 main:574] : INFO : Epoch 1877 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 1851.63 ms
[2022-04-16 17:46:41 main:574] : INFO : Epoch 1878 | loss: 0.0311612 | val_loss: 0.0311701 | Time: 1833.14 ms
[2022-04-16 17:46:43 main:574] : INFO : Epoch 1879 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 1845.37 ms
[2022-04-16 17:46:45 main:574] : INFO : Epoch 1880 | loss: 0.0311591 | val_loss: 0.0311731 | Time: 1860.43 ms
[2022-04-16 17:46:47 main:574] : INFO : Epoch 1881 | loss: 0.0311634 | val_loss: 0.0311923 | Time: 1857.01 ms
[2022-04-16 17:46:48 main:574] : INFO : Epoch 1882 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 1833.38 ms
[2022-04-16 17:46:50 main:574] : INFO : Epoch 1883 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 1847.38 ms
[2022-04-16 17:46:52 main:574] : INFO : Epoch 1884 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 1856.81 ms
[2022-04-16 17:46:54 main:574] : INFO : Epoch 1885 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 1837.2 ms
[2022-04-16 17:46:56 main:574] : INFO : Epoch 1886 | loss: 0.031156 | val_loss: 0.03117 | Time: 1855.4 ms
[2022-04-16 17:46:58 main:574] : INFO : Epoch 1887 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 1842.94 ms
[2022-04-16 17:47:00 main:574] : INFO : Epoch 1888 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1858.11 ms
[2022-04-16 17:47:01 main:574] : INFO : Epoch 1889 | loss: 0.0311545 | val_loss: 0.0311707 | Time: 1848.63 ms
[2022-04-16 17:47:03 main:574] : INFO : Epoch 1890 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 1846.28 ms
[2022-04-16 17:47:05 main:574] : INFO : Epoch 1891 | loss: 0.0311544 | val_loss: 0.031171 | Time: 1851.27 ms
[2022-04-16 17:47:07 main:574] : INFO : Epoch 1892 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 1846.17 ms
[2022-04-16 17:47:09 main:574] : INFO : Epoch 1893 | loss: 0.0311555 | val_loss: 0.0311692 | Time: 1846.15 ms
[2022-04-16 17:47:11 main:574] : INFO : Epoch 1894 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 1843.11 ms
[2022-04-16 17:47:13 main:574] : INFO : Epoch 1895 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 1845.94 ms
[2022-04-16 17:47:14 main:574] : INFO : Epoch 1896 | loss: 0.0311535 | val_loss: 0.03117 | Time: 1837.69 ms
[2022-04-16 17:47:16 main:574] : INFO : Epoch 1897 | loss: 0.0311532 | val_loss: 0.0311693 | Time: 1829.48 ms
[2022-04-16 17:47:18 main:574] : INFO : Epoch 1898 | loss: 0.0311531 | val_loss: 0.0311686 | Time: 1731.88 ms
[2022-04-16 17:47:20 main:574] : INFO : Epoch 1899 | loss: 0.0311532 | val_loss: 0.0311724 | Time: 1750.53 ms
[2022-04-16 17:47:22 main:574] : INFO : Epoch 1900 | loss: 0.0311534 | val_loss: 0.0311701 | Time: 1782.4 ms
[2022-04-16 17:47:23 main:574] : INFO : Epoch 1901 | loss: 0.0311517 | val_loss: 0.0311701 | Time: 1734.89 ms
[2022-04-16 17:47:25 main:574] : INFO : Epoch 1902 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 1771.66 ms
[2022-04-16 17:47:27 main:574] : INFO : Epoch 1903 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 1785.4 ms
[2022-04-16 17:47:29 main:574] : INFO : Epoch 1904 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 1764.82 ms
[2022-04-16 17:47:30 main:574] : INFO : Epoch 1905 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 1759.16 ms
[2022-04-16 17:47:32 main:574] : INFO : Epoch 1906 | loss: 0.0311537 | val_loss: 0.0311683 | Time: 1727.59 ms
[2022-04-16 17:47:34 main:574] : INFO : Epoch 1907 | loss: 0.0311534 | val_loss: 0.0311733 | Time: 1742.25 ms
[2022-04-16 17:47:36 main:574] : INFO : Epoch 1908 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 1733.61 ms
[2022-04-16 17:47:37 main:574] : INFO : Epoch 1909 | loss: 0.0311529 | val_loss: 0.0311728 | Time: 1730.05 ms
[2022-04-16 17:47:39 main:574] : INFO : Epoch 1910 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 1732.38 ms
[2022-04-16 17:47:41 main:574] : INFO : Epoch 1911 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 1730.32 ms
[2022-04-16 17:47:43 main:574] : INFO : Epoch 1912 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 1726.58 ms
[2022-04-16 17:47:44 main:574] : INFO : Epoch 1913 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 1730.05 ms
[2022-04-16 17:47:46 main:574] : INFO : Epoch 1914 | loss: 0.0311583 | val_loss: 0.0311752 | Time: 1729.96 ms
[2022-04-16 17:47:48 main:574] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311735 | Time: 1735.25 ms
[2022-04-16 17:47:50 main:574] : INFO : Epoch 1916 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 1727.62 ms
[2022-04-16 17:47:51 main:574] : INFO : Epoch 1917 | loss: 0.0311527 | val_loss: 0.0311698 | Time: 1733.91 ms
[2022-04-16 17:47:53 main:574] : INFO : Epoch 1918 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 1729.67 ms
[2022-04-16 17:47:55 main:574] : INFO : Epoch 1919 | loss: 0.0311529 | val_loss: 0.0311678 | Time: 1720.39 ms
[2022-04-16 17:47:56 main:574] : INFO : Epoch 1920 | loss: 0.0311525 | val_loss: 0.0311725 | Time: 1725.86 ms
[2022-04-16 17:47:58 main:574] : INFO : Epoch 1921 | loss: 0.0311519 | val_loss: 0.0311679 | Time: 1736.05 ms
[2022-04-16 17:48:00 main:574] : INFO : Epoch 1922 | loss: 0.0311511 | val_loss: 0.03117 | Time: 1724.15 ms
[2022-04-16 17:48:02 main:574] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.0311691 | Time: 1734.24 ms
[2022-04-16 17:48:03 main:574] : INFO : Epoch 1924 | loss: 0.0311504 | val_loss: 0.031172 | Time: 1747.29 ms
[2022-04-16 17:48:05 main:574] : INFO : Epoch 1925 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 1728.34 ms
[2022-04-16 17:48:07 main:574] : INFO : Epoch 1926 | loss: 0.0311517 | val_loss: 0.0311684 | Time: 1728.67 ms
[2022-04-16 17:48:09 main:574] : INFO : Epoch 1927 | loss: 0.0311521 | val_loss: 0.0311706 | Time: 1735.04 ms
[2022-04-16 17:48:10 main:574] : INFO : Epoch 1928 | loss: 0.0311513 | val_loss: 0.0311682 | Time: 1728.54 ms
[2022-04-16 17:48:12 main:574] : INFO : Epoch 1929 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1730.56 ms
[2022-04-16 17:48:14 main:574] : INFO : Epoch 1930 | loss: 0.0311517 | val_loss: 0.0311707 | Time: 1739.39 ms
[2022-04-16 17:48:16 main:574] : INFO : Epoch 1931 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 1734.66 ms
[2022-04-16 17:48:17 main:574] : INFO : Epoch 1932 | loss: 0.031149 | val_loss: 0.0311691 | Time: 1733.51 ms
[2022-04-16 17:48:19 main:574] : INFO : Epoch 1933 | loss: 0.0311498 | val_loss: 0.0311676 | Time: 1729.84 ms
[2022-04-16 17:48:21 main:574] : INFO : Epoch 1934 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 1727.85 ms
[2022-04-16 17:48:23 main:574] : INFO : Epoch 1935 | loss: 0.0311486 | val_loss: 0.0311699 | Time: 1731.46 ms
[2022-04-16 17:48:24 main:574] : INFO : Epoch 1936 | loss: 0.0311497 | val_loss: 0.0311711 | Time: 1731.13 ms
[2022-04-16 17:48:26 main:574] : INFO : Epoch 1937 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 1722.73 ms
[2022-04-16 17:48:28 main:574] : INFO : Epoch 1938 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 1727.69 ms
[2022-04-16 17:48:30 main:574] : INFO : Epoch 1939 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 1726.61 ms
[2022-04-16 17:48:31 main:574] : INFO : Epoch 1940 | loss: 0.0311508 | val_loss: 0.0311686 | Time: 1772.06 ms
[2022-04-16 17:48:33 main:574] : INFO : Epoch 1941 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 1757.73 ms
[2022-04-16 17:48:35 main:574] : INFO : Epoch 1942 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 1770.42 ms
[2022-04-16 17:48:37 main:574] : INFO : Epoch 1943 | loss: 0.031156 | val_loss: 0.0311709 | Time: 1731.45 ms
[2022-04-16 17:48:38 main:574] : INFO : Epoch 1944 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1729.34 ms
[2022-04-16 17:48:40 main:574] : INFO : Epoch 1945 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 1733.9 ms
[2022-04-16 17:48:42 main:574] : INFO : Epoch 1946 | loss: 0.0311548 | val_loss: 0.0311723 | Time: 1722.65 ms
[2022-04-16 17:48:44 main:574] : INFO : Epoch 1947 | loss: 0.0311544 | val_loss: 0.0311695 | Time: 1729.62 ms
[2022-04-16 17:48:45 main:574] : INFO : Epoch 1948 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1724.42 ms
[2022-04-16 17:48:47 main:574] : INFO : Epoch 1949 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1729.83 ms
[2022-04-16 17:48:49 main:574] : INFO : Epoch 1950 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 1728.05 ms
[2022-04-16 17:48:50 main:574] : INFO : Epoch 1951 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 1730.03 ms
[2022-04-16 17:48:52 main:574] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1736.28 ms
[2022-04-16 17:48:54 main:574] : INFO : Epoch 1953 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1728.07 ms
[2022-04-16 17:48:56 main:574] : INFO : Epoch 1954 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1733.44 ms
[2022-04-16 17:48:57 main:574] : INFO : Epoch 1955 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 1731 ms
[2022-04-16 17:48:59 main:574] : INFO : Epoch 1956 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 1733.24 ms
[2022-04-16 17:49:01 main:574] : INFO : Epoch 1957 | loss: 0.0311554 | val_loss: 0.0311693 | Time: 1729.09 ms
[2022-04-16 17:49:03 main:574] : INFO : Epoch 1958 | loss: 0.0311551 | val_loss: 0.0311715 | Time: 1726.27 ms
[2022-04-16 17:49:04 main:574] : INFO : Epoch 1959 | loss: 0.0311558 | val_loss: 0.0311761 | Time: 1733.12 ms
[2022-04-16 17:49:06 main:574] : INFO : Epoch 1960 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1727.19 ms
[2022-04-16 17:49:08 main:574] : INFO : Epoch 1961 | loss: 0.0311552 | val_loss: 0.0311672 | Time: 1738.66 ms
[2022-04-16 17:49:10 main:574] : INFO : Epoch 1962 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 1729.75 ms
[2022-04-16 17:49:11 main:574] : INFO : Epoch 1963 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 1731.83 ms
[2022-04-16 17:49:13 main:574] : INFO : Epoch 1964 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 1722.63 ms
[2022-04-16 17:49:15 main:574] : INFO : Epoch 1965 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 1747.38 ms
[2022-04-16 17:49:17 main:574] : INFO : Epoch 1966 | loss: 0.0311501 | val_loss: 0.0311676 | Time: 1756.53 ms
[2022-04-16 17:49:18 main:574] : INFO : Epoch 1967 | loss: 0.0311514 | val_loss: 0.0311679 | Time: 1726.53 ms
[2022-04-16 17:49:20 main:574] : INFO : Epoch 1968 | loss: 0.0311505 | val_loss: 0.0311667 | Time: 1731.73 ms
[2022-04-16 17:49:22 main:574] : INFO : Epoch 1969 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 1730.69 ms
[2022-04-16 17:49:24 main:574] : INFO : Epoch 1970 | loss: 0.0311492 | val_loss: 0.031169 | Time: 1725.85 ms
[2022-04-16 17:49:25 main:574] : INFO : Epoch 1971 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 1742.2 ms
[2022-04-16 17:49:27 main:574] : INFO : Epoch 1972 | loss: 0.0311508 | val_loss: 0.0311656 | Time: 1734.36 ms
[2022-04-16 17:49:29 main:574] : INFO : Epoch 1973 | loss: 0.0311497 | val_loss: 0.0311662 | Time: 1734.44 ms
[2022-04-16 17:49:31 main:574] : INFO : Epoch 1974 | loss: 0.031149 | val_loss: 0.0311703 | Time: 1726.48 ms
[2022-04-16 17:49:32 main:574] : INFO : Epoch 1975 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 1736.22 ms
[2022-04-16 17:49:34 main:574] : INFO : Epoch 1976 | loss: 0.0311519 | val_loss: 0.0311661 | Time: 1747.36 ms
[2022-04-16 17:49:36 main:574] : INFO : Epoch 1977 | loss: 0.0311498 | val_loss: 0.0311663 | Time: 1739.7 ms
[2022-04-16 17:49:38 main:574] : INFO : Epoch 1978 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 1783.6 ms
[2022-04-16 17:49:39 main:574] : INFO : Epoch 1979 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 1756.64 ms
[2022-04-16 17:49:41 main:574] : INFO : Epoch 1980 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 1747.14 ms
[2022-04-16 17:49:43 main:574] : INFO : Epoch 1981 | loss: 0.0311487 | val_loss: 0.0311698 | Time: 1726.83 ms
[2022-04-16 17:49:45 main:574] : INFO : Epoch 1982 | loss: 0.0311508 | val_loss: 0.0311684 | Time: 1734 ms
[2022-04-16 17:49:46 main:574] : INFO : Epoch 1983 | loss: 0.0311482 | val_loss: 0.0311666 | Time: 1733.22 ms
[2022-04-16 17:49:48 main:574] : INFO : Epoch 1984 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 1726.37 ms
[2022-04-16 17:49:50 main:574] : INFO : Epoch 1985 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 1743.19 ms
[2022-04-16 17:49:52 main:574] : INFO : Epoch 1986 | loss: 0.0311497 | val_loss: 0.0311688 | Time: 1727.16 ms
[2022-04-16 17:49:53 main:574] : INFO : Epoch 1987 | loss: 0.0311484 | val_loss: 0.0311689 | Time: 1729.58 ms
[2022-04-16 17:49:55 main:574] : INFO : Epoch 1988 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 1731.41 ms
[2022-04-16 17:49:57 main:574] : INFO : Epoch 1989 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 1728.53 ms
[2022-04-16 17:49:58 main:574] : INFO : Epoch 1990 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 1731.51 ms
[2022-04-16 17:50:00 main:574] : INFO : Epoch 1991 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 1768.65 ms
[2022-04-16 17:50:02 main:574] : INFO : Epoch 1992 | loss: 0.0311568 | val_loss: 0.0311661 | Time: 1845.67 ms
[2022-04-16 17:50:04 main:574] : INFO : Epoch 1993 | loss: 0.0311542 | val_loss: 0.0311676 | Time: 1729.87 ms
[2022-04-16 17:50:06 main:574] : INFO : Epoch 1994 | loss: 0.0311546 | val_loss: 0.0311657 | Time: 1728.77 ms
[2022-04-16 17:50:07 main:574] : INFO : Epoch 1995 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 1737.92 ms
[2022-04-16 17:50:09 main:574] : INFO : Epoch 1996 | loss: 0.0311518 | val_loss: 0.031168 | Time: 1736.18 ms
[2022-04-16 17:50:11 main:574] : INFO : Epoch 1997 | loss: 0.0311536 | val_loss: 0.0311689 | Time: 1739.8 ms
[2022-04-16 17:50:13 main:574] : INFO : Epoch 1998 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 1727.36 ms
[2022-04-16 17:50:14 main:574] : INFO : Epoch 1999 | loss: 0.0311553 | val_loss: 0.03117 | Time: 1733.77 ms
[2022-04-16 17:50:16 main:574] : INFO : Epoch 2000 | loss: 0.0311541 | val_loss: 0.0311651 | Time: 1733.35 ms
[2022-04-16 17:50:18 main:574] : INFO : Epoch 2001 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 1731.82 ms
[2022-04-16 17:50:20 main:574] : INFO : Epoch 2002 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 1730.73 ms
[2022-04-16 17:50:21 main:574] : INFO : Epoch 2003 | loss: 0.0311536 | val_loss: 0.0311706 | Time: 1731.16 ms
[2022-04-16 17:50:23 main:574] : INFO : Epoch 2004 | loss: 0.0311512 | val_loss: 0.0311732 | Time: 1736.95 ms
[2022-04-16 17:50:25 main:574] : INFO : Epoch 2005 | loss: 0.0311548 | val_loss: 0.0311668 | Time: 1731.51 ms
[2022-04-16 17:50:26 main:574] : INFO : Epoch 2006 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 1723.83 ms
[2022-04-16 17:50:28 main:574] : INFO : Epoch 2007 | loss: 0.031158 | val_loss: 0.0311736 | Time: 1728.93 ms
[2022-04-16 17:50:30 main:574] : INFO : Epoch 2008 | loss: 0.0311647 | val_loss: 0.031171 | Time: 1726.67 ms
[2022-04-16 17:50:32 main:574] : INFO : Epoch 2009 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 1732.97 ms
[2022-04-16 17:50:33 main:574] : INFO : Epoch 2010 | loss: 0.0311614 | val_loss: 0.03117 | Time: 1738.09 ms
[2022-04-16 17:50:35 main:574] : INFO : Epoch 2011 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 1729.08 ms
[2022-04-16 17:50:37 main:574] : INFO : Epoch 2012 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 1729.52 ms
[2022-04-16 17:50:39 main:574] : INFO : Epoch 2013 | loss: 0.0311585 | val_loss: 0.0311685 | Time: 1736.65 ms
[2022-04-16 17:50:40 main:574] : INFO : Epoch 2014 | loss: 0.0311571 | val_loss: 0.0311689 | Time: 1734.45 ms
[2022-04-16 17:50:42 main:574] : INFO : Epoch 2015 | loss: 0.0311567 | val_loss: 0.0311729 | Time: 1729.03 ms
[2022-04-16 17:50:44 main:574] : INFO : Epoch 2016 | loss: 0.0311564 | val_loss: 0.0311689 | Time: 1770.81 ms
[2022-04-16 17:50:46 main:574] : INFO : Epoch 2017 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 1748.55 ms
[2022-04-16 17:50:47 main:574] : INFO : Epoch 2018 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 1754.22 ms
[2022-04-16 17:50:49 main:574] : INFO : Epoch 2019 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 1733.27 ms
[2022-04-16 17:50:51 main:574] : INFO : Epoch 2020 | loss: 0.0311542 | val_loss: 0.0311683 | Time: 1731.68 ms
[2022-04-16 17:50:53 main:574] : INFO : Epoch 2021 | loss: 0.0311538 | val_loss: 0.0311676 | Time: 1731.21 ms
[2022-04-16 17:50:54 main:574] : INFO : Epoch 2022 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 1731.85 ms
[2022-04-16 17:50:56 main:574] : INFO : Epoch 2023 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 1731.96 ms
[2022-04-16 17:50:58 main:574] : INFO : Epoch 2024 | loss: 0.0311522 | val_loss: 0.0311732 | Time: 1733.84 ms
[2022-04-16 17:51:00 main:574] : INFO : Epoch 2025 | loss: 0.0311543 | val_loss: 0.0311716 | Time: 1730.72 ms
[2022-04-16 17:51:01 main:574] : INFO : Epoch 2026 | loss: 0.031154 | val_loss: 0.0311698 | Time: 1732.78 ms
[2022-04-16 17:51:03 main:574] : INFO : Epoch 2027 | loss: 0.0311523 | val_loss: 0.0311734 | Time: 1738.88 ms
[2022-04-16 17:51:05 main:574] : INFO : Epoch 2028 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 1739.58 ms
[2022-04-16 17:51:07 main:574] : INFO : Epoch 2029 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 1758.03 ms
[2022-04-16 17:51:08 main:574] : INFO : Epoch 2030 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 1732.13 ms
[2022-04-16 17:51:10 main:574] : INFO : Epoch 2031 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 1776.57 ms
[2022-04-16 17:51:12 main:574] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 1730.51 ms
[2022-04-16 17:51:14 main:574] : INFO : Epoch 2033 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 1741 ms
[2022-04-16 17:51:15 main:574] : INFO : Epoch 2034 | loss: 0.0311511 | val_loss: 0.0311689 | Time: 1727.5 ms
[2022-04-16 17:51:17 main:574] : INFO : Epoch 2035 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 1760.81 ms
[2022-04-16 17:51:19 main:574] : INFO : Epoch 2036 | loss: 0.0311521 | val_loss: 0.031164 | Time: 1730.67 ms
[2022-04-16 17:51:21 main:574] : INFO : Epoch 2037 | loss: 0.0311513 | val_loss: 0.0311652 | Time: 1732.54 ms
[2022-04-16 17:51:22 main:574] : INFO : Epoch 2038 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 1730.86 ms
[2022-04-16 17:51:24 main:574] : INFO : Epoch 2039 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 1730.1 ms
[2022-04-16 17:51:26 main:574] : INFO : Epoch 2040 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 1744.88 ms
[2022-04-16 17:51:28 main:574] : INFO : Epoch 2041 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1727.89 ms
[2022-04-16 17:51:29 main:574] : INFO : Epoch 2042 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 1729.32 ms
[2022-04-16 17:51:31 main:574] : INFO : Epoch 2043 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 1748.39 ms
[2022-04-16 17:51:33 main:574] : INFO : Epoch 2044 | loss: 0.0311486 | val_loss: 0.0311651 | Time: 1734.74 ms
[2022-04-16 17:51:35 main:574] : INFO : Epoch 2045 | loss: 0.0311486 | val_loss: 0.031165 | Time: 1724.36 ms
[2022-04-16 17:51:36 main:574] : INFO : Epoch 2046 | loss: 0.0311485 | val_loss: 0.0311658 | Time: 1738.45 ms
[2022-04-16 17:51:38 main:574] : INFO : Epoch 2047 | loss: 0.03115 | val_loss: 0.0311677 | Time: 1725.53 ms
[2022-04-16 17:51:40 main:574] : INFO : Epoch 2048 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 1735.02 ms
[2022-04-16 17:51:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663
[2022-04-16 17:51:40 main:603] : INFO : Saving end state to config to file
[2022-04-16 17:51:40 main:608] : INFO : Success, exiting..
17:51:40 (308): 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)