Task 6749815
| Name | ParityMachine-1627974540-31555-2_0 |
| Workunit | 4490924 |
| Created | 19 Aug 2021, 15:42:20 UTC |
| Sent | 26 Aug 2021, 1:03:07 UTC |
| Report deadline | 2 Sep 2021, 1:03:07 UTC |
| Received | 26 Aug 2021, 2:50:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 59 min 42 sec |
| CPU time | 57 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311428 | val_loss: 0.0311706 | Time: 1778.3 ms
[2021-08-26 03:49:50 main:574] : INFO : Epoch 1543 | loss: 0.0311416 | val_loss: 0.0311708 | Time: 1703.49 ms
[2021-08-26 03:49:52 main:574] : INFO : Epoch 1544 | loss: 0.0311391 | val_loss: 0.0311663 | Time: 1752.02 ms
[2021-08-26 03:49:53 main:574] : INFO : Epoch 1545 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 1669.41 ms
[2021-08-26 03:49:55 main:574] : INFO : Epoch 1546 | loss: 0.0311406 | val_loss: 0.0311687 | Time: 1686.01 ms
[2021-08-26 03:49:57 main:574] : INFO : Epoch 1547 | loss: 0.0311418 | val_loss: 0.0311663 | Time: 1718.04 ms
[2021-08-26 03:49:59 main:574] : INFO : Epoch 1548 | loss: 0.0311416 | val_loss: 0.031163 | Time: 1699.88 ms
[2021-08-26 03:50:00 main:574] : INFO : Epoch 1549 | loss: 0.0311418 | val_loss: 0.0311616 | Time: 1746.68 ms
[2021-08-26 03:50:02 main:574] : INFO : Epoch 1550 | loss: 0.0311428 | val_loss: 0.0311663 | Time: 1648.29 ms
[2021-08-26 03:50:04 main:574] : INFO : Epoch 1551 | loss: 0.0311401 | val_loss: 0.0311675 | Time: 1690.8 ms
[2021-08-26 03:50:05 main:574] : INFO : Epoch 1552 | loss: 0.0311588 | val_loss: 0.0311648 | Time: 1761.87 ms
[2021-08-26 03:50:07 main:574] : INFO : Epoch 1553 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 1644.75 ms
[2021-08-26 03:50:09 main:574] : INFO : Epoch 1554 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 1699.31 ms
[2021-08-26 03:50:11 main:574] : INFO : Epoch 1555 | loss: 0.0311894 | val_loss: 0.0311844 | Time: 1709.75 ms
[2021-08-26 03:50:12 main:574] : INFO : Epoch 1556 | loss: 0.0311794 | val_loss: 0.0311767 | Time: 1710.69 ms
[2021-08-26 03:50:14 main:574] : INFO : Epoch 1557 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 1754.47 ms
[2021-08-26 03:50:16 main:574] : INFO : Epoch 1558 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 1731.37 ms
[2021-08-26 03:50:17 main:574] : INFO : Epoch 1559 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 1679.6 ms
[2021-08-26 03:50:19 main:574] : INFO : Epoch 1560 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 1750.19 ms
[2021-08-26 03:50:21 main:574] : INFO : Epoch 1561 | loss: 0.03117 | val_loss: 0.0311732 | Time: 1681.41 ms
[2021-08-26 03:50:23 main:574] : INFO : Epoch 1562 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1667.48 ms
[2021-08-26 03:50:24 main:574] : INFO : Epoch 1563 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1876.24 ms
[2021-08-26 03:50:26 main:574] : INFO : Epoch 1564 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 1672.41 ms
[2021-08-26 03:50:28 main:574] : INFO : Epoch 1565 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 1683.04 ms
[2021-08-26 03:50:30 main:574] : INFO : Epoch 1566 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 1923.67 ms
[2021-08-26 03:50:31 main:574] : INFO : Epoch 1567 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 1662.65 ms
[2021-08-26 03:50:33 main:574] : INFO : Epoch 1568 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 1707.19 ms
[2021-08-26 03:50:35 main:574] : INFO : Epoch 1569 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 1668.49 ms
[2021-08-26 03:50:37 main:574] : INFO : Epoch 1570 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 1736.74 ms
[2021-08-26 03:50:38 main:574] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1666.62 ms
[2021-08-26 03:50:40 main:574] : INFO : Epoch 1572 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 1707.62 ms
[2021-08-26 03:50:42 main:574] : INFO : Epoch 1573 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 1773.31 ms
[2021-08-26 03:50:44 main:574] : INFO : Epoch 1574 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 1950.61 ms
[2021-08-26 03:50:45 main:574] : INFO : Epoch 1575 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 1663.33 ms
[2021-08-26 03:50:47 main:574] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 1747.53 ms
[2021-08-26 03:50:49 main:574] : INFO : Epoch 1577 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 1707.84 ms
[2021-08-26 03:50:50 main:574] : INFO : Epoch 1578 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 1668.97 ms
[2021-08-26 03:50:52 main:574] : INFO : Epoch 1579 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 1655.64 ms
[2021-08-26 03:50:54 main:574] : INFO : Epoch 1580 | loss: 0.0311696 | val_loss: 0.0311724 | Time: 1691.8 ms
[2021-08-26 03:50:56 main:574] : INFO : Epoch 1581 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 1813.86 ms
[2021-08-26 03:50:57 main:574] : INFO : Epoch 1582 | loss: 0.031169 | val_loss: 0.0311743 | Time: 1687.33 ms
[2021-08-26 03:50:59 main:574] : INFO : Epoch 1583 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 1661.03 ms
[2021-08-26 03:51:01 main:574] : INFO : Epoch 1584 | loss: 0.0311688 | val_loss: 0.0311717 | Time: 1790.18 ms
[2021-08-26 03:51:02 main:574] : INFO : Epoch 1585 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 1670.6 ms
[2021-08-26 03:51:04 main:574] : INFO : Epoch 1586 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 1820.94 ms
[2021-08-26 03:51:06 main:574] : INFO : Epoch 1587 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 1690.9 ms
[2021-08-26 03:51:08 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 1676.54 ms
[2021-08-26 03:51:09 main:574] : INFO : Epoch 1589 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 1703.17 ms
[2021-08-26 03:51:11 main:574] : INFO : Epoch 1590 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 1688.7 ms
[2021-08-26 03:51:13 main:574] : INFO : Epoch 1591 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 1701.91 ms
[2021-08-26 03:51:15 main:574] : INFO : Epoch 1592 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1757.57 ms
[2021-08-26 03:51:16 main:574] : INFO : Epoch 1593 | loss: 0.0311661 | val_loss: 0.0311705 | Time: 1669.91 ms
[2021-08-26 03:51:18 main:574] : INFO : Epoch 1594 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 1838.87 ms
[2021-08-26 03:51:20 main:574] : INFO : Epoch 1595 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 1700.9 ms
[2021-08-26 03:51:22 main:574] : INFO : Epoch 1596 | loss: 0.0311657 | val_loss: 0.031172 | Time: 1764.09 ms
[2021-08-26 03:51:23 main:574] : INFO : Epoch 1597 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 1726.75 ms
[2021-08-26 03:51:25 main:574] : INFO : Epoch 1598 | loss: 0.0311661 | val_loss: 0.031171 | Time: 1673.1 ms
[2021-08-26 03:51:27 main:574] : INFO : Epoch 1599 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 1740.69 ms
[2021-08-26 03:51:28 main:574] : INFO : Epoch 1600 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 1638.61 ms
[2021-08-26 03:51:30 main:574] : INFO : Epoch 1601 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1701.62 ms
[2021-08-26 03:51:32 main:574] : INFO : Epoch 1602 | loss: 0.031165 | val_loss: 0.0311704 | Time: 1657.08 ms
[2021-08-26 03:51:33 main:574] : INFO : Epoch 1603 | loss: 0.031165 | val_loss: 0.0311711 | Time: 1682.92 ms
[2021-08-26 03:51:35 main:574] : INFO : Epoch 1604 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1711.85 ms
[2021-08-26 03:51:37 main:574] : INFO : Epoch 1605 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 1752.89 ms
[2021-08-26 03:51:39 main:574] : INFO : Epoch 1606 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 1701.7 ms
[2021-08-26 03:51:40 main:574] : INFO : Epoch 1607 | loss: 0.0311665 | val_loss: 0.031174 | Time: 1660.4 ms
[2021-08-26 03:51:42 main:574] : INFO : Epoch 1608 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 1827.88 ms
[2021-08-26 03:51:44 main:574] : INFO : Epoch 1609 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 1822.51 ms
[2021-08-26 03:51:46 main:574] : INFO : Epoch 1610 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 1826.2 ms
[2021-08-26 03:51:47 main:574] : INFO : Epoch 1611 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 1701.71 ms
[2021-08-26 03:51:49 main:574] : INFO : Epoch 1612 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 1707.1 ms
[2021-08-26 03:51:51 main:574] : INFO : Epoch 1613 | loss: 0.031164 | val_loss: 0.0311713 | Time: 1700.4 ms
[2021-08-26 03:51:53 main:574] : INFO : Epoch 1614 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 1731.6 ms
[2021-08-26 03:51:54 main:574] : INFO : Epoch 1615 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1697.65 ms
[2021-08-26 03:51:56 main:574] : INFO : Epoch 1616 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 1753.42 ms
[2021-08-26 03:51:58 main:574] : INFO : Epoch 1617 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1750.78 ms
[2021-08-26 03:51:59 main:574] : INFO : Epoch 1618 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1724.39 ms
[2021-08-26 03:52:01 main:574] : INFO : Epoch 1619 | loss: 0.0311643 | val_loss: 0.0311713 | Time: 1679.19 ms
[2021-08-26 03:52:03 main:574] : INFO : Epoch 1620 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1966.34 ms
[2021-08-26 03:52:05 main:574] : INFO : Epoch 1621 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1705.34 ms
[2021-08-26 03:52:07 main:574] : INFO : Epoch 1622 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1700.04 ms
[2021-08-26 03:52:08 main:574] : INFO : Epoch 1623 | loss: 0.0311652 | val_loss: 0.0311709 | Time: 1698.61 ms
[2021-08-26 03:52:10 main:574] : INFO : Epoch 1624 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 1766.17 ms
[2021-08-26 03:52:12 main:574] : INFO : Epoch 1625 | loss: 0.0311647 | val_loss: 0.0311711 | Time: 1655.32 ms
[2021-08-26 03:52:13 main:574] : INFO : Epoch 1626 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 1679.35 ms
[2021-08-26 03:52:15 main:574] : INFO : Epoch 1627 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1753.08 ms
[2021-08-26 03:52:17 main:574] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 1999.83 ms
[2021-08-26 03:52:19 main:574] : INFO : Epoch 1629 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1670.22 ms
[2021-08-26 03:52:21 main:574] : INFO : Epoch 1630 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 1717.98 ms
[2021-08-26 03:52:22 main:574] : INFO : Epoch 1631 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1788.67 ms
[2021-08-26 03:52:24 main:574] : INFO : Epoch 1632 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 1792.32 ms
[2021-08-26 03:52:26 main:574] : INFO : Epoch 1633 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 1722.22 ms
[2021-08-26 03:52:28 main:574] : INFO : Epoch 1634 | loss: 0.0311654 | val_loss: 0.03117 | Time: 1736.73 ms
[2021-08-26 03:52:30 main:574] : INFO : Epoch 1635 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 1890.04 ms
[2021-08-26 03:52:31 main:574] : INFO : Epoch 1636 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 1811.51 ms
[2021-08-26 03:52:33 main:574] : INFO : Epoch 1637 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 1681.13 ms
[2021-08-26 03:52:35 main:574] : INFO : Epoch 1638 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1759.04 ms
[2021-08-26 03:52:36 main:574] : INFO : Epoch 1639 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 1647.26 ms
[2021-08-26 03:52:38 main:574] : INFO : Epoch 1640 | loss: 0.031163 | val_loss: 0.0311709 | Time: 1659.75 ms
[2021-08-26 03:52:40 main:574] : INFO : Epoch 1641 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 1900.21 ms
[2021-08-26 03:52:42 main:574] : INFO : Epoch 1642 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 1758.33 ms
[2021-08-26 03:52:43 main:574] : INFO : Epoch 1643 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 1668.39 ms
[2021-08-26 03:52:45 main:574] : INFO : Epoch 1644 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 1885.39 ms
[2021-08-26 03:52:47 main:574] : INFO : Epoch 1645 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1766.99 ms
[2021-08-26 03:52:49 main:574] : INFO : Epoch 1646 | loss: 0.031162 | val_loss: 0.0311709 | Time: 1835.83 ms
[2021-08-26 03:52:51 main:574] : INFO : Epoch 1647 | loss: 0.0311619 | val_loss: 0.0311725 | Time: 1684.13 ms
[2021-08-26 03:52:52 main:574] : INFO : Epoch 1648 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 1722.53 ms
[2021-08-26 03:52:54 main:574] : INFO : Epoch 1649 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 1751.02 ms
[2021-08-26 03:52:56 main:574] : INFO : Epoch 1650 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 1672.87 ms
[2021-08-26 03:52:58 main:574] : INFO : Epoch 1651 | loss: 0.0311611 | val_loss: 0.031171 | Time: 1724.99 ms
[2021-08-26 03:52:59 main:574] : INFO : Epoch 1652 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 1797.83 ms
[2021-08-26 03:53:01 main:574] : INFO : Epoch 1653 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 1713.06 ms
[2021-08-26 03:53:03 main:574] : INFO : Epoch 1654 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 1704.02 ms
[2021-08-26 03:53:04 main:574] : INFO : Epoch 1655 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 1692.66 ms
[2021-08-26 03:53:06 main:574] : INFO : Epoch 1656 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 1669.8 ms
[2021-08-26 03:53:08 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 1745.04 ms
[2021-08-26 03:53:10 main:574] : INFO : Epoch 1658 | loss: 0.0311624 | val_loss: 0.031173 | Time: 1743.55 ms
[2021-08-26 03:53:11 main:574] : INFO : Epoch 1659 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 1729.43 ms
[2021-08-26 03:53:13 main:574] : INFO : Epoch 1660 | loss: 0.0311612 | val_loss: 0.031171 | Time: 1697.6 ms
[2021-08-26 03:53:15 main:574] : INFO : Epoch 1661 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 1718.23 ms
[2021-08-26 03:53:16 main:574] : INFO : Epoch 1662 | loss: 0.0311605 | val_loss: 0.0311735 | Time: 1690.1 ms
[2021-08-26 03:53:18 main:574] : INFO : Epoch 1663 | loss: 0.0311611 | val_loss: 0.031172 | Time: 1736.73 ms
[2021-08-26 03:53:20 main:574] : INFO : Epoch 1664 | loss: 0.0311607 | val_loss: 0.031173 | Time: 1675.71 ms
[2021-08-26 03:53:22 main:574] : INFO : Epoch 1665 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 1784.14 ms
[2021-08-26 03:53:24 main:574] : INFO : Epoch 1666 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 1940.03 ms
[2021-08-26 03:53:25 main:574] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311726 | Time: 1820.71 ms
[2021-08-26 03:53:27 main:574] : INFO : Epoch 1668 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 1760.09 ms
[2021-08-26 03:53:29 main:574] : INFO : Epoch 1669 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 1732.18 ms
[2021-08-26 03:53:31 main:574] : INFO : Epoch 1670 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 1686.26 ms
[2021-08-26 03:53:32 main:574] : INFO : Epoch 1671 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 1736.66 ms
[2021-08-26 03:53:34 main:574] : INFO : Epoch 1672 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1782.48 ms
[2021-08-26 03:53:36 main:574] : INFO : Epoch 1673 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 1725.97 ms
[2021-08-26 03:53:38 main:574] : INFO : Epoch 1674 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 1835.42 ms
[2021-08-26 03:53:39 main:574] : INFO : Epoch 1675 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1690.27 ms
[2021-08-26 03:53:41 main:574] : INFO : Epoch 1676 | loss: 0.0311639 | val_loss: 0.0311782 | Time: 1682.71 ms
[2021-08-26 03:53:43 main:574] : INFO : Epoch 1677 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1723.33 ms
[2021-08-26 03:53:45 main:574] : INFO : Epoch 1678 | loss: 0.031173 | val_loss: 0.0311778 | Time: 1776.68 ms
[2021-08-26 03:53:46 main:574] : INFO : Epoch 1679 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 1698.9 ms
[2021-08-26 03:53:48 main:574] : INFO : Epoch 1680 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 1722.76 ms
[2021-08-26 03:53:50 main:574] : INFO : Epoch 1681 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 1727.81 ms
[2021-08-26 03:53:51 main:574] : INFO : Epoch 1682 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1647.18 ms
[2021-08-26 03:53:53 main:574] : INFO : Epoch 1683 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 1719.78 ms
[2021-08-26 03:53:55 main:574] : INFO : Epoch 1684 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 1760.57 ms
[2021-08-26 03:53:57 main:574] : INFO : Epoch 1685 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 1700.02 ms
[2021-08-26 03:53:58 main:574] : INFO : Epoch 1686 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 1691.47 ms
[2021-08-26 03:54:00 main:574] : INFO : Epoch 1687 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 1747.4 ms
[2021-08-26 03:54:02 main:574] : INFO : Epoch 1688 | loss: 0.031166 | val_loss: 0.0311703 | Time: 1711.4 ms
[2021-08-26 03:54:04 main:574] : INFO : Epoch 1689 | loss: 0.0311655 | val_loss: 0.03117 | Time: 1752.63 ms
[2021-08-26 03:54:05 main:574] : INFO : Epoch 1690 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 1777.63 ms
[2021-08-26 03:54:07 main:574] : INFO : Epoch 1691 | loss: 0.0311657 | val_loss: 0.03117 | Time: 1680.98 ms
[2021-08-26 03:54:09 main:574] : INFO : Epoch 1692 | loss: 0.0311657 | val_loss: 0.03117 | Time: 1724.51 ms
[2021-08-26 03:54:10 main:574] : INFO : Epoch 1693 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 1720.04 ms
[2021-08-26 03:54:12 main:574] : INFO : Epoch 1694 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1663.55 ms
[2021-08-26 03:54:14 main:574] : INFO : Epoch 1695 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 1688.98 ms
[2021-08-26 03:54:16 main:574] : INFO : Epoch 1696 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1728.96 ms
[2021-08-26 03:54:17 main:574] : INFO : Epoch 1697 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 1669.59 ms
[2021-08-26 03:54:19 main:574] : INFO : Epoch 1698 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1824.46 ms
[2021-08-26 03:54:21 main:574] : INFO : Epoch 1699 | loss: 0.0311641 | val_loss: 0.0311699 | Time: 1640.54 ms
[2021-08-26 03:54:22 main:574] : INFO : Epoch 1700 | loss: 0.0311644 | val_loss: 0.0311701 | Time: 1784.29 ms
[2021-08-26 03:54:24 main:574] : INFO : Epoch 1701 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 1720.21 ms
[2021-08-26 03:54:26 main:574] : INFO : Epoch 1702 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 1774.91 ms
[2021-08-26 03:54:28 main:574] : INFO : Epoch 1703 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1656.66 ms
[2021-08-26 03:54:29 main:574] : INFO : Epoch 1704 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 1706.72 ms
[2021-08-26 03:54:31 main:574] : INFO : Epoch 1705 | loss: 0.0311872 | val_loss: 0.0313174 | Time: 1746.61 ms
[2021-08-26 03:54:33 main:574] : INFO : Epoch 1706 | loss: 0.0327345 | val_loss: 0.0318617 | Time: 1759.27 ms
[2021-08-26 03:54:35 main:574] : INFO : Epoch 1707 | loss: 0.033384 | val_loss: 0.0315768 | Time: 1998.35 ms
[2021-08-26 03:54:37 main:574] : INFO : Epoch 1708 | loss: 0.0314736 | val_loss: 0.031344 | Time: 1715.75 ms
[2021-08-26 03:54:38 main:574] : INFO : Epoch 1709 | loss: 0.0312674 | val_loss: 0.0312017 | Time: 1732.74 ms
[2021-08-26 03:54:40 main:574] : INFO : Epoch 1710 | loss: 0.0311887 | val_loss: 0.0311765 | Time: 1706 ms
[2021-08-26 03:54:42 main:574] : INFO : Epoch 1711 | loss: 0.031172 | val_loss: 0.0311716 | Time: 1700.49 ms
[2021-08-26 03:54:44 main:574] : INFO : Epoch 1712 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 1746.14 ms
[2021-08-26 03:54:45 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 1663.15 ms
[2021-08-26 03:54:47 main:574] : INFO : Epoch 1714 | loss: 0.0311664 | val_loss: 0.031171 | Time: 1688.23 ms
[2021-08-26 03:54:49 main:574] : INFO : Epoch 1715 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 1736.58 ms
[2021-08-26 03:54:50 main:574] : INFO : Epoch 1716 | loss: 0.0311645 | val_loss: 0.0311695 | Time: 1656.57 ms
[2021-08-26 03:54:52 main:574] : INFO : Epoch 1717 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 1718.98 ms
[2021-08-26 03:54:54 main:574] : INFO : Epoch 1718 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 1737.64 ms
[2021-08-26 03:54:55 main:574] : INFO : Epoch 1719 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1685.71 ms
[2021-08-26 03:54:57 main:574] : INFO : Epoch 1720 | loss: 0.031164 | val_loss: 0.03117 | Time: 1756.29 ms
[2021-08-26 03:54:59 main:574] : INFO : Epoch 1721 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 1715.88 ms
[2021-08-26 03:55:01 main:574] : INFO : Epoch 1722 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 1700.09 ms
[2021-08-26 03:55:02 main:574] : INFO : Epoch 1723 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 1706.31 ms
[2021-08-26 03:55:04 main:574] : INFO : Epoch 1724 | loss: 0.0311631 | val_loss: 0.0311723 | Time: 1809.2 ms
[2021-08-26 03:55:06 main:574] : INFO : Epoch 1725 | loss: 0.031169 | val_loss: 0.0311727 | Time: 1648.39 ms
[2021-08-26 03:55:08 main:574] : INFO : Epoch 1726 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1761.31 ms
[2021-08-26 03:55:09 main:574] : INFO : Epoch 1727 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 1704.6 ms
[2021-08-26 03:55:11 main:574] : INFO : Epoch 1728 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 1723.11 ms
[2021-08-26 03:55:13 main:574] : INFO : Epoch 1729 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 1716.64 ms
[2021-08-26 03:55:14 main:574] : INFO : Epoch 1730 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 1711.91 ms
[2021-08-26 03:55:16 main:574] : INFO : Epoch 1731 | loss: 0.0311707 | val_loss: 0.031179 | Time: 1695.18 ms
[2021-08-26 03:55:18 main:574] : INFO : Epoch 1732 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1767.31 ms
[2021-08-26 03:55:20 main:574] : INFO : Epoch 1733 | loss: 0.0311785 | val_loss: 0.031179 | Time: 1706.35 ms
[2021-08-26 03:55:21 main:574] : INFO : Epoch 1734 | loss: 0.0311747 | val_loss: 0.0311769 | Time: 1705.38 ms
[2021-08-26 03:55:23 main:574] : INFO : Epoch 1735 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 1846.81 ms
[2021-08-26 03:55:25 main:574] : INFO : Epoch 1736 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 1699.04 ms
[2021-08-26 03:55:27 main:574] : INFO : Epoch 1737 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1768.03 ms
[2021-08-26 03:55:28 main:574] : INFO : Epoch 1738 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1719.7 ms
[2021-08-26 03:55:30 main:574] : INFO : Epoch 1739 | loss: 0.03117 | val_loss: 0.0311741 | Time: 1660.9 ms
[2021-08-26 03:55:32 main:574] : INFO : Epoch 1740 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 1862.62 ms
[2021-08-26 03:55:34 main:574] : INFO : Epoch 1741 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 1671.27 ms
[2021-08-26 03:55:35 main:574] : INFO : Epoch 1742 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 1745.79 ms
[2021-08-26 03:55:37 main:574] : INFO : Epoch 1743 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1649.04 ms
[2021-08-26 03:55:39 main:574] : INFO : Epoch 1744 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 1735.67 ms
[2021-08-26 03:55:40 main:574] : INFO : Epoch 1745 | loss: 0.0311683 | val_loss: 0.031173 | Time: 1699.18 ms
[2021-08-26 03:55:42 main:574] : INFO : Epoch 1746 | loss: 0.031169 | val_loss: 0.0311729 | Time: 1658.18 ms
[2021-08-26 03:55:44 main:574] : INFO : Epoch 1747 | loss: 0.0311683 | val_loss: 0.0311731 | Time: 1701.68 ms
[2021-08-26 03:55:45 main:574] : INFO : Epoch 1748 | loss: 0.0311697 | val_loss: 0.031172 | Time: 1712.89 ms
[2021-08-26 03:55:47 main:574] : INFO : Epoch 1749 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 1674.89 ms
[2021-08-26 03:55:49 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.0311746 | Time: 1717.75 ms
[2021-08-26 03:55:51 main:574] : INFO : Epoch 1751 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1763.55 ms
[2021-08-26 03:55:52 main:574] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 1667.04 ms
[2021-08-26 03:55:54 main:574] : INFO : Epoch 1753 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 1762.34 ms
[2021-08-26 03:55:56 main:574] : INFO : Epoch 1754 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1713.82 ms
[2021-08-26 03:55:57 main:574] : INFO : Epoch 1755 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 1661.43 ms
[2021-08-26 03:55:59 main:574] : INFO : Epoch 1756 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 1666.28 ms
[2021-08-26 03:56:01 main:574] : INFO : Epoch 1757 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 1760.44 ms
[2021-08-26 03:56:03 main:574] : INFO : Epoch 1758 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 1687.34 ms
[2021-08-26 03:56:04 main:574] : INFO : Epoch 1759 | loss: 0.0311696 | val_loss: 0.0311723 | Time: 1755.88 ms
[2021-08-26 03:56:06 main:574] : INFO : Epoch 1760 | loss: 0.031168 | val_loss: 0.0311717 | Time: 1706.34 ms
[2021-08-26 03:56:08 main:574] : INFO : Epoch 1761 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 1658.19 ms
[2021-08-26 03:56:09 main:574] : INFO : Epoch 1762 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 1748.67 ms
[2021-08-26 03:56:11 main:574] : INFO : Epoch 1763 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 1689.74 ms
[2021-08-26 03:56:13 main:574] : INFO : Epoch 1764 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1727.55 ms
[2021-08-26 03:56:15 main:574] : INFO : Epoch 1765 | loss: 0.0311668 | val_loss: 0.031173 | Time: 1691.19 ms
[2021-08-26 03:56:16 main:574] : INFO : Epoch 1766 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 1713.57 ms
[2021-08-26 03:56:18 main:574] : INFO : Epoch 1767 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 1716 ms
[2021-08-26 03:56:20 main:574] : INFO : Epoch 1768 | loss: 0.0311659 | val_loss: 0.031174 | Time: 1703.4 ms
[2021-08-26 03:56:21 main:574] : INFO : Epoch 1769 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 1695.88 ms
[2021-08-26 03:56:23 main:574] : INFO : Epoch 1770 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 1845.3 ms
[2021-08-26 03:56:25 main:574] : INFO : Epoch 1771 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 1688.99 ms
[2021-08-26 03:56:27 main:574] : INFO : Epoch 1772 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1681.69 ms
[2021-08-26 03:56:28 main:574] : INFO : Epoch 1773 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 1707.31 ms
[2021-08-26 03:56:30 main:574] : INFO : Epoch 1774 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 1682.27 ms
[2021-08-26 03:56:32 main:574] : INFO : Epoch 1775 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 1691.97 ms
[2021-08-26 03:56:34 main:574] : INFO : Epoch 1776 | loss: 0.0311656 | val_loss: 0.0311714 | Time: 1865.69 ms
[2021-08-26 03:56:35 main:574] : INFO : Epoch 1777 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1810.01 ms
[2021-08-26 03:56:37 main:574] : INFO : Epoch 1778 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 1639.43 ms
[2021-08-26 03:56:39 main:574] : INFO : Epoch 1779 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 1704.3 ms
[2021-08-26 03:56:40 main:574] : INFO : Epoch 1780 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 1672.5 ms
[2021-08-26 03:56:42 main:574] : INFO : Epoch 1781 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1728.55 ms
[2021-08-26 03:56:44 main:574] : INFO : Epoch 1782 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 1686.44 ms
[2021-08-26 03:56:46 main:574] : INFO : Epoch 1783 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 1749.46 ms
[2021-08-26 03:56:47 main:574] : INFO : Epoch 1784 | loss: 0.0311646 | val_loss: 0.0311755 | Time: 1729.96 ms
[2021-08-26 03:56:49 main:574] : INFO : Epoch 1785 | loss: 0.031166 | val_loss: 0.0311702 | Time: 1712.98 ms
[2021-08-26 03:56:51 main:574] : INFO : Epoch 1786 | loss: 0.031165 | val_loss: 0.0311703 | Time: 1692.38 ms
[2021-08-26 03:56:52 main:574] : INFO : Epoch 1787 | loss: 0.0311647 | val_loss: 0.031172 | Time: 1663.82 ms
[2021-08-26 03:56:54 main:574] : INFO : Epoch 1788 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1699.43 ms
[2021-08-26 03:56:56 main:574] : INFO : Epoch 1789 | loss: 0.0311644 | val_loss: 0.031172 | Time: 1751.89 ms
[2021-08-26 03:56:58 main:574] : INFO : Epoch 1790 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1811.21 ms
[2021-08-26 03:56:59 main:574] : INFO : Epoch 1791 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1707.15 ms
[2021-08-26 03:57:01 main:574] : INFO : Epoch 1792 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1710.18 ms
[2021-08-26 03:57:03 main:574] : INFO : Epoch 1793 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 1761.85 ms
[2021-08-26 03:57:05 main:574] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1710.39 ms
[2021-08-26 03:57:06 main:574] : INFO : Epoch 1795 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 1714.6 ms
[2021-08-26 03:57:08 main:574] : INFO : Epoch 1796 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 1717.45 ms
[2021-08-26 03:57:10 main:574] : INFO : Epoch 1797 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 1676.97 ms
[2021-08-26 03:57:12 main:574] : INFO : Epoch 1798 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 1675.61 ms
[2021-08-26 03:57:13 main:574] : INFO : Epoch 1799 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 1725.51 ms
[2021-08-26 03:57:15 main:574] : INFO : Epoch 1800 | loss: 0.0311649 | val_loss: 0.03117 | Time: 1733.58 ms
[2021-08-26 03:57:17 main:574] : INFO : Epoch 1801 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 1833.04 ms
[2021-08-26 03:57:19 main:574] : INFO : Epoch 1802 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 1743.27 ms
[2021-08-26 03:57:20 main:574] : INFO : Epoch 1803 | loss: 0.031167 | val_loss: 0.0311686 | Time: 1750.53 ms
[2021-08-26 03:57:22 main:574] : INFO : Epoch 1804 | loss: 0.0311666 | val_loss: 0.0311684 | Time: 1664.44 ms
[2021-08-26 03:57:24 main:574] : INFO : Epoch 1805 | loss: 0.0311664 | val_loss: 0.0311695 | Time: 1740.31 ms
[2021-08-26 03:57:25 main:574] : INFO : Epoch 1806 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 1725.5 ms
[2021-08-26 03:57:27 main:574] : INFO : Epoch 1807 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 1795.18 ms
[2021-08-26 03:57:29 main:574] : INFO : Epoch 1808 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 1714 ms
[2021-08-26 03:57:31 main:574] : INFO : Epoch 1809 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 1954.29 ms
[2021-08-26 03:57:33 main:574] : INFO : Epoch 1810 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 1728.4 ms
[2021-08-26 03:57:34 main:574] : INFO : Epoch 1811 | loss: 0.031165 | val_loss: 0.0311693 | Time: 1713.13 ms
[2021-08-26 03:57:36 main:574] : INFO : Epoch 1812 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 1753.52 ms
[2021-08-26 03:57:38 main:574] : INFO : Epoch 1813 | loss: 0.0311651 | val_loss: 0.03117 | Time: 2001.68 ms
[2021-08-26 03:57:40 main:574] : INFO : Epoch 1814 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 1673.96 ms
[2021-08-26 03:57:42 main:574] : INFO : Epoch 1815 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1713.88 ms
[2021-08-26 03:57:43 main:574] : INFO : Epoch 1816 | loss: 0.0311645 | val_loss: 0.031171 | Time: 1645.83 ms
[2021-08-26 03:57:45 main:574] : INFO : Epoch 1817 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 1763.44 ms
[2021-08-26 03:57:47 main:574] : INFO : Epoch 1818 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 1723.18 ms
[2021-08-26 03:57:48 main:574] : INFO : Epoch 1819 | loss: 0.0311626 | val_loss: 0.0311718 | Time: 1727.36 ms
[2021-08-26 03:57:50 main:574] : INFO : Epoch 1820 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 1712.62 ms
[2021-08-26 03:57:52 main:574] : INFO : Epoch 1821 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 1804.2 ms
[2021-08-26 03:57:54 main:574] : INFO : Epoch 1822 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 1714.4 ms
[2021-08-26 03:57:55 main:574] : INFO : Epoch 1823 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 1663.71 ms
[2021-08-26 03:57:57 main:574] : INFO : Epoch 1824 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 1670.41 ms
[2021-08-26 03:57:59 main:574] : INFO : Epoch 1825 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 1662.05 ms
[2021-08-26 03:58:00 main:574] : INFO : Epoch 1826 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1787.05 ms
[2021-08-26 03:58:02 main:574] : INFO : Epoch 1827 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1641.68 ms
[2021-08-26 03:58:04 main:574] : INFO : Epoch 1828 | loss: 0.0311634 | val_loss: 0.03117 | Time: 1923.63 ms
[2021-08-26 03:58:06 main:574] : INFO : Epoch 1829 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 1658.51 ms
[2021-08-26 03:58:08 main:574] : INFO : Epoch 1830 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1863.48 ms
[2021-08-26 03:58:09 main:574] : INFO : Epoch 1831 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 1808.13 ms
[2021-08-26 03:58:11 main:574] : INFO : Epoch 1832 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 1696.5 ms
[2021-08-26 03:58:13 main:574] : INFO : Epoch 1833 | loss: 0.031163 | val_loss: 0.0311692 | Time: 1732.02 ms
[2021-08-26 03:58:15 main:574] : INFO : Epoch 1834 | loss: 0.0311617 | val_loss: 0.031169 | Time: 1673.59 ms
[2021-08-26 03:58:16 main:574] : INFO : Epoch 1835 | loss: 0.0311624 | val_loss: 0.03117 | Time: 1708.89 ms
[2021-08-26 03:58:18 main:574] : INFO : Epoch 1836 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 1755.6 ms
[2021-08-26 03:58:20 main:574] : INFO : Epoch 1837 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 1748.58 ms
[2021-08-26 03:58:21 main:574] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.0311735 | Time: 1677.14 ms
[2021-08-26 03:58:23 main:574] : INFO : Epoch 1839 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 1702.42 ms
[2021-08-26 03:58:25 main:574] : INFO : Epoch 1840 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1846.87 ms
[2021-08-26 03:58:27 main:574] : INFO : Epoch 1841 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 1781.99 ms
[2021-08-26 03:58:29 main:574] : INFO : Epoch 1842 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 1732.05 ms
[2021-08-26 03:58:30 main:574] : INFO : Epoch 1843 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 1813.1 ms
[2021-08-26 03:58:32 main:574] : INFO : Epoch 1844 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 1689.72 ms
[2021-08-26 03:58:34 main:574] : INFO : Epoch 1845 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1753.11 ms
[2021-08-26 03:58:36 main:574] : INFO : Epoch 1846 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1699.54 ms
[2021-08-26 03:58:37 main:574] : INFO : Epoch 1847 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 1674.04 ms
[2021-08-26 03:58:39 main:574] : INFO : Epoch 1848 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 1751.04 ms
[2021-08-26 03:58:41 main:574] : INFO : Epoch 1849 | loss: 0.0311608 | val_loss: 0.031173 | Time: 1724.14 ms
[2021-08-26 03:58:42 main:574] : INFO : Epoch 1850 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 1681.1 ms
[2021-08-26 03:58:44 main:574] : INFO : Epoch 1851 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 1700.29 ms
[2021-08-26 03:58:46 main:574] : INFO : Epoch 1852 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1654.8 ms
[2021-08-26 03:58:47 main:574] : INFO : Epoch 1853 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 1733.04 ms
[2021-08-26 03:58:49 main:574] : INFO : Epoch 1854 | loss: 0.031162 | val_loss: 0.0311702 | Time: 1661.04 ms
[2021-08-26 03:58:51 main:574] : INFO : Epoch 1855 | loss: 0.0311619 | val_loss: 0.031171 | Time: 1792.05 ms
[2021-08-26 03:58:53 main:574] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 1734.02 ms
[2021-08-26 03:58:54 main:574] : INFO : Epoch 1857 | loss: 0.0311617 | val_loss: 0.0311754 | Time: 1771.02 ms
[2021-08-26 03:58:56 main:574] : INFO : Epoch 1858 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1776.49 ms
[2021-08-26 03:58:58 main:574] : INFO : Epoch 1859 | loss: 0.0311608 | val_loss: 0.0311719 | Time: 1679.81 ms
[2021-08-26 03:59:00 main:574] : INFO : Epoch 1860 | loss: 0.031162 | val_loss: 0.0311726 | Time: 1701.4 ms
[2021-08-26 03:59:01 main:574] : INFO : Epoch 1861 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1687.62 ms
[2021-08-26 03:59:03 main:574] : INFO : Epoch 1862 | loss: 0.0311629 | val_loss: 0.0311689 | Time: 1684.01 ms
[2021-08-26 03:59:05 main:574] : INFO : Epoch 1863 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 1734.33 ms
[2021-08-26 03:59:06 main:574] : INFO : Epoch 1864 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 1708.9 ms
[2021-08-26 03:59:08 main:574] : INFO : Epoch 1865 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 1690.81 ms
[2021-08-26 03:59:10 main:574] : INFO : Epoch 1866 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 1712.45 ms
[2021-08-26 03:59:12 main:574] : INFO : Epoch 1867 | loss: 0.0311592 | val_loss: 0.031172 | Time: 1682.85 ms
[2021-08-26 03:59:13 main:574] : INFO : Epoch 1868 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1700.5 ms
[2021-08-26 03:59:15 main:574] : INFO : Epoch 1869 | loss: 0.0311579 | val_loss: 0.031169 | Time: 1642.51 ms
[2021-08-26 03:59:17 main:574] : INFO : Epoch 1870 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 1693.26 ms
[2021-08-26 03:59:19 main:574] : INFO : Epoch 1871 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 2015.14 ms
[2021-08-26 03:59:20 main:574] : INFO : Epoch 1872 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 1764.88 ms
[2021-08-26 03:59:22 main:574] : INFO : Epoch 1873 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 1712.83 ms
[2021-08-26 03:59:24 main:574] : INFO : Epoch 1874 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 1695.61 ms
[2021-08-26 03:59:26 main:574] : INFO : Epoch 1875 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 1758.31 ms
[2021-08-26 03:59:27 main:574] : INFO : Epoch 1876 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 1801.62 ms
[2021-08-26 03:59:29 main:574] : INFO : Epoch 1877 | loss: 0.031159 | val_loss: 0.0311707 | Time: 1690.21 ms
[2021-08-26 03:59:31 main:574] : INFO : Epoch 1878 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 1747.85 ms
[2021-08-26 03:59:33 main:574] : INFO : Epoch 1879 | loss: 0.0311616 | val_loss: 0.0311712 | Time: 1741.33 ms
[2021-08-26 03:59:34 main:574] : INFO : Epoch 1880 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 1693.62 ms
[2021-08-26 03:59:36 main:574] : INFO : Epoch 1881 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 1836.96 ms
[2021-08-26 03:59:38 main:574] : INFO : Epoch 1882 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 1689.49 ms
[2021-08-26 03:59:40 main:574] : INFO : Epoch 1883 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 1780.86 ms
[2021-08-26 03:59:41 main:574] : INFO : Epoch 1884 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 1730.77 ms
[2021-08-26 03:59:43 main:574] : INFO : Epoch 1885 | loss: 0.0311573 | val_loss: 0.0311703 | Time: 1738.38 ms
[2021-08-26 03:59:45 main:574] : INFO : Epoch 1886 | loss: 0.0311573 | val_loss: 0.0311707 | Time: 1691.31 ms
[2021-08-26 03:59:47 main:574] : INFO : Epoch 1887 | loss: 0.0311579 | val_loss: 0.0311702 | Time: 1934.12 ms
[2021-08-26 03:59:48 main:574] : INFO : Epoch 1888 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 1651.1 ms
[2021-08-26 03:59:50 main:574] : INFO : Epoch 1889 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1847.53 ms
[2021-08-26 03:59:52 main:574] : INFO : Epoch 1890 | loss: 0.0311569 | val_loss: 0.031171 | Time: 1677.64 ms
[2021-08-26 03:59:54 main:574] : INFO : Epoch 1891 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 1698.59 ms
[2021-08-26 03:59:55 main:574] : INFO : Epoch 1892 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 1781.59 ms
[2021-08-26 03:59:57 main:574] : INFO : Epoch 1893 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1716.61 ms
[2021-08-26 03:59:59 main:574] : INFO : Epoch 1894 | loss: 0.0311574 | val_loss: 0.0311673 | Time: 1655.16 ms
[2021-08-26 04:00:01 main:574] : INFO : Epoch 1895 | loss: 0.0311585 | val_loss: 0.0311778 | Time: 1800.11 ms
[2021-08-26 04:00:02 main:574] : INFO : Epoch 1896 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 1719.84 ms
[2021-08-26 04:00:04 main:574] : INFO : Epoch 1897 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1830.01 ms
[2021-08-26 04:00:06 main:574] : INFO : Epoch 1898 | loss: 0.0311574 | val_loss: 0.0311721 | Time: 1818.53 ms
[2021-08-26 04:00:08 main:574] : INFO : Epoch 1899 | loss: 0.0311575 | val_loss: 0.031169 | Time: 1742.29 ms
[2021-08-26 04:00:09 main:574] : INFO : Epoch 1900 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 1716.65 ms
[2021-08-26 04:00:11 main:574] : INFO : Epoch 1901 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 1680.89 ms
[2021-08-26 04:00:13 main:574] : INFO : Epoch 1902 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 1771.15 ms
[2021-08-26 04:00:15 main:574] : INFO : Epoch 1903 | loss: 0.0311564 | val_loss: 0.0311673 | Time: 1669.96 ms
[2021-08-26 04:00:16 main:574] : INFO : Epoch 1904 | loss: 0.0311575 | val_loss: 0.0311711 | Time: 1683.5 ms
[2021-08-26 04:00:18 main:574] : INFO : Epoch 1905 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 1775.41 ms
[2021-08-26 04:00:20 main:574] : INFO : Epoch 1906 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 1758.44 ms
[2021-08-26 04:00:22 main:574] : INFO : Epoch 1907 | loss: 0.0311574 | val_loss: 0.0311662 | Time: 1711.2 ms
[2021-08-26 04:00:23 main:574] : INFO : Epoch 1908 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 1749.8 ms
[2021-08-26 04:00:25 main:574] : INFO : Epoch 1909 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 1700.81 ms
[2021-08-26 04:00:27 main:574] : INFO : Epoch 1910 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 1695.24 ms
[2021-08-26 04:00:28 main:574] : INFO : Epoch 1911 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 1644.64 ms
[2021-08-26 04:00:30 main:574] : INFO : Epoch 1912 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1682.8 ms
[2021-08-26 04:00:32 main:574] : INFO : Epoch 1913 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1726.45 ms
[2021-08-26 04:00:33 main:574] : INFO : Epoch 1914 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 1694.35 ms
[2021-08-26 04:00:35 main:574] : INFO : Epoch 1915 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 1755.13 ms
[2021-08-26 04:00:37 main:574] : INFO : Epoch 1916 | loss: 0.03116 | val_loss: 0.0311685 | Time: 1664.21 ms
[2021-08-26 04:00:39 main:574] : INFO : Epoch 1917 | loss: 0.031159 | val_loss: 0.0311706 | Time: 1806.47 ms
[2021-08-26 04:00:40 main:574] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 1713.94 ms
[2021-08-26 04:00:42 main:574] : INFO : Epoch 1919 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 1714.22 ms
[2021-08-26 04:00:44 main:574] : INFO : Epoch 1920 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 1692.76 ms
[2021-08-26 04:00:46 main:574] : INFO : Epoch 1921 | loss: 0.031161 | val_loss: 0.0311701 | Time: 1834.04 ms
[2021-08-26 04:00:48 main:574] : INFO : Epoch 1922 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 1984.9 ms
[2021-08-26 04:00:49 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 1701.54 ms
[2021-08-26 04:00:51 main:574] : INFO : Epoch 1924 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 1729.59 ms
[2021-08-26 04:00:53 main:574] : INFO : Epoch 1925 | loss: 0.0311573 | val_loss: 0.0311722 | Time: 1734.32 ms
[2021-08-26 04:00:55 main:574] : INFO : Epoch 1926 | loss: 0.0311589 | val_loss: 0.0311695 | Time: 1758.89 ms
[2021-08-26 04:00:56 main:574] : INFO : Epoch 1927 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 1664.69 ms
[2021-08-26 04:00:58 main:574] : INFO : Epoch 1928 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 1740.2 ms
[2021-08-26 04:01:00 main:574] : INFO : Epoch 1929 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 1668.57 ms
[2021-08-26 04:01:01 main:574] : INFO : Epoch 1930 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 1702.19 ms
[2021-08-26 04:01:03 main:574] : INFO : Epoch 1931 | loss: 0.0311586 | val_loss: 0.0311718 | Time: 1733.7 ms
[2021-08-26 04:01:05 main:574] : INFO : Epoch 1932 | loss: 0.0311592 | val_loss: 0.031174 | Time: 1645.46 ms
[2021-08-26 04:01:06 main:574] : INFO : Epoch 1933 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 1660.69 ms
[2021-08-26 04:01:08 main:574] : INFO : Epoch 1934 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 1713.49 ms
[2021-08-26 04:01:10 main:574] : INFO : Epoch 1935 | loss: 0.0311584 | val_loss: 0.031172 | Time: 1783.56 ms
[2021-08-26 04:01:12 main:574] : INFO : Epoch 1936 | loss: 0.0311592 | val_loss: 0.0311732 | Time: 1676.07 ms
[2021-08-26 04:01:13 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311908 | Time: 1738.13 ms
[2021-08-26 04:01:15 main:574] : INFO : Epoch 1938 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 1668.48 ms
[2021-08-26 04:01:17 main:574] : INFO : Epoch 1939 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 1694.75 ms
[2021-08-26 04:01:19 main:574] : INFO : Epoch 1940 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1732.2 ms
[2021-08-26 04:01:20 main:574] : INFO : Epoch 1941 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 1771.6 ms
[2021-08-26 04:01:22 main:574] : INFO : Epoch 1942 | loss: 0.0311582 | val_loss: 0.0311716 | Time: 1789.58 ms
[2021-08-26 04:01:24 main:574] : INFO : Epoch 1943 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 1762.4 ms
[2021-08-26 04:01:26 main:574] : INFO : Epoch 1944 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 1730.85 ms
[2021-08-26 04:01:27 main:574] : INFO : Epoch 1945 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 1692.48 ms
[2021-08-26 04:01:29 main:574] : INFO : Epoch 1946 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 1667.31 ms
[2021-08-26 04:01:31 main:574] : INFO : Epoch 1947 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 1816.44 ms
[2021-08-26 04:01:32 main:574] : INFO : Epoch 1948 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 1677.04 ms
[2021-08-26 04:01:34 main:574] : INFO : Epoch 1949 | loss: 0.0311583 | val_loss: 0.031168 | Time: 1723.57 ms
[2021-08-26 04:01:36 main:574] : INFO : Epoch 1950 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1740.77 ms
[2021-08-26 04:01:38 main:574] : INFO : Epoch 1951 | loss: 0.0311586 | val_loss: 0.0311749 | Time: 1706.12 ms
[2021-08-26 04:01:39 main:574] : INFO : Epoch 1952 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 1669.11 ms
[2021-08-26 04:01:41 main:574] : INFO : Epoch 1953 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 1717.6 ms
[2021-08-26 04:01:43 main:574] : INFO : Epoch 1954 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1771.51 ms
[2021-08-26 04:01:44 main:574] : INFO : Epoch 1955 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1687.56 ms
[2021-08-26 04:01:46 main:574] : INFO : Epoch 1956 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 1677.1 ms
[2021-08-26 04:01:48 main:574] : INFO : Epoch 1957 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 1725.14 ms
[2021-08-26 04:01:50 main:574] : INFO : Epoch 1958 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 1677.7 ms
[2021-08-26 04:01:51 main:574] : INFO : Epoch 1959 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 1901.41 ms
[2021-08-26 04:01:53 main:574] : INFO : Epoch 1960 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 1860.83 ms
[2021-08-26 04:01:55 main:574] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.0311714 | Time: 1656.36 ms
[2021-08-26 04:01:57 main:574] : INFO : Epoch 1962 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 1698.4 ms
[2021-08-26 04:01:58 main:574] : INFO : Epoch 1963 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 1717.42 ms
[2021-08-26 04:02:00 main:574] : INFO : Epoch 1964 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 1704.01 ms
[2021-08-26 04:02:02 main:574] : INFO : Epoch 1965 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 1684.12 ms
[2021-08-26 04:02:04 main:574] : INFO : Epoch 1966 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 1815.39 ms
[2021-08-26 04:02:05 main:574] : INFO : Epoch 1967 | loss: 0.031157 | val_loss: 0.031168 | Time: 1742.94 ms
[2021-08-26 04:02:07 main:574] : INFO : Epoch 1968 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 1767.51 ms
[2021-08-26 04:02:09 main:574] : INFO : Epoch 1969 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1676.75 ms
[2021-08-26 04:02:11 main:574] : INFO : Epoch 1970 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 1942.89 ms
[2021-08-26 04:02:13 main:574] : INFO : Epoch 1971 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 1695.75 ms
[2021-08-26 04:02:14 main:574] : INFO : Epoch 1972 | loss: 0.0311573 | val_loss: 0.0311692 | Time: 1691.84 ms
[2021-08-26 04:02:16 main:574] : INFO : Epoch 1973 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 1674.48 ms
[2021-08-26 04:02:18 main:574] : INFO : Epoch 1974 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 1707.42 ms
[2021-08-26 04:02:19 main:574] : INFO : Epoch 1975 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 1683.72 ms
[2021-08-26 04:02:21 main:574] : INFO : Epoch 1976 | loss: 0.031157 | val_loss: 0.0311706 | Time: 1672.51 ms
[2021-08-26 04:02:23 main:574] : INFO : Epoch 1977 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1791.92 ms
[2021-08-26 04:02:24 main:574] : INFO : Epoch 1978 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 1708.48 ms
[2021-08-26 04:02:26 main:574] : INFO : Epoch 1979 | loss: 0.031157 | val_loss: 0.0311694 | Time: 1767.44 ms
[2021-08-26 04:02:28 main:574] : INFO : Epoch 1980 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 1660.85 ms
[2021-08-26 04:02:30 main:574] : INFO : Epoch 1981 | loss: 0.0311558 | val_loss: 0.0311689 | Time: 1673.16 ms
[2021-08-26 04:02:31 main:574] : INFO : Epoch 1982 | loss: 0.0311557 | val_loss: 0.0311682 | Time: 1684.35 ms
[2021-08-26 04:02:33 main:574] : INFO : Epoch 1983 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 1751.64 ms
[2021-08-26 04:02:35 main:574] : INFO : Epoch 1984 | loss: 0.0311558 | val_loss: 0.0311701 | Time: 1931.94 ms
[2021-08-26 04:02:37 main:574] : INFO : Epoch 1985 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 1681.01 ms
[2021-08-26 04:02:38 main:574] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311708 | Time: 1669.94 ms
[2021-08-26 04:02:40 main:574] : INFO : Epoch 1987 | loss: 0.0311557 | val_loss: 0.0311694 | Time: 1669.03 ms
[2021-08-26 04:02:42 main:574] : INFO : Epoch 1988 | loss: 0.0311556 | val_loss: 0.0311729 | Time: 1682.56 ms
[2021-08-26 04:02:43 main:574] : INFO : Epoch 1989 | loss: 0.0311557 | val_loss: 0.0311718 | Time: 1716.12 ms
[2021-08-26 04:02:45 main:574] : INFO : Epoch 1990 | loss: 0.0311582 | val_loss: 0.031168 | Time: 1697.38 ms
[2021-08-26 04:02:47 main:574] : INFO : Epoch 1991 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 1720.12 ms
[2021-08-26 04:02:49 main:574] : INFO : Epoch 1992 | loss: 0.031157 | val_loss: 0.031169 | Time: 1685.39 ms
[2021-08-26 04:02:50 main:574] : INFO : Epoch 1993 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 1712.55 ms
[2021-08-26 04:02:52 main:574] : INFO : Epoch 1994 | loss: 0.0311566 | val_loss: 0.0311754 | Time: 1681.81 ms
[2021-08-26 04:02:54 main:574] : INFO : Epoch 1995 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 1660.23 ms
[2021-08-26 04:02:55 main:574] : INFO : Epoch 1996 | loss: 0.031157 | val_loss: 0.0311694 | Time: 1788.83 ms
[2021-08-26 04:02:57 main:574] : INFO : Epoch 1997 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 1808.92 ms
[2021-08-26 04:02:59 main:574] : INFO : Epoch 1998 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 1662.52 ms
[2021-08-26 04:03:01 main:574] : INFO : Epoch 1999 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 1739.98 ms
[2021-08-26 04:03:02 main:574] : INFO : Epoch 2000 | loss: 0.031155 | val_loss: 0.0311755 | Time: 1705.47 ms
[2021-08-26 04:03:04 main:574] : INFO : Epoch 2001 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 1755.58 ms
[2021-08-26 04:03:06 main:574] : INFO : Epoch 2002 | loss: 0.0311602 | val_loss: 0.0311758 | Time: 1688.08 ms
[2021-08-26 04:03:07 main:574] : INFO : Epoch 2003 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1703.49 ms
[2021-08-26 04:03:09 main:574] : INFO : Epoch 2004 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 1909.78 ms
[2021-08-26 04:03:11 main:574] : INFO : Epoch 2005 | loss: 0.0311592 | val_loss: 0.0311677 | Time: 1634.92 ms
[2021-08-26 04:03:13 main:574] : INFO : Epoch 2006 | loss: 0.031158 | val_loss: 0.0311698 | Time: 1802.21 ms
[2021-08-26 04:03:15 main:574] : INFO : Epoch 2007 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 1682.54 ms
[2021-08-26 04:03:16 main:574] : INFO : Epoch 2008 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 1649.46 ms
[2021-08-26 04:03:18 main:574] : INFO : Epoch 2009 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 1808.8 ms
[2021-08-26 04:03:20 main:574] : INFO : Epoch 2010 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1662.38 ms
[2021-08-26 04:03:21 main:574] : INFO : Epoch 2011 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 1644.24 ms
[2021-08-26 04:03:23 main:574] : INFO : Epoch 2012 | loss: 0.031159 | val_loss: 0.0311672 | Time: 1819.13 ms
[2021-08-26 04:03:25 main:574] : INFO : Epoch 2013 | loss: 0.0311563 | val_loss: 0.0311718 | Time: 1733.57 ms
[2021-08-26 04:03:27 main:574] : INFO : Epoch 2014 | loss: 0.0311575 | val_loss: 0.031166 | Time: 1870.41 ms
[2021-08-26 04:03:28 main:574] : INFO : Epoch 2015 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 1649.81 ms
[2021-08-26 04:03:30 main:574] : INFO : Epoch 2016 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 1749.34 ms
[2021-08-26 04:03:32 main:574] : INFO : Epoch 2017 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 1660.97 ms
[2021-08-26 04:03:34 main:574] : INFO : Epoch 2018 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 1688.1 ms
[2021-08-26 04:03:35 main:574] : INFO : Epoch 2019 | loss: 0.0311571 | val_loss: 0.0311818 | Time: 1705.61 ms
[2021-08-26 04:03:37 main:574] : INFO : Epoch 2020 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1898.99 ms
[2021-08-26 04:03:39 main:574] : INFO : Epoch 2021 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 1635.68 ms
[2021-08-26 04:03:41 main:574] : INFO : Epoch 2022 | loss: 0.0311556 | val_loss: 0.0311663 | Time: 1808.45 ms
[2021-08-26 04:03:42 main:574] : INFO : Epoch 2023 | loss: 0.031158 | val_loss: 0.0311716 | Time: 1817.15 ms
[2021-08-26 04:03:44 main:574] : INFO : Epoch 2024 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 1807.39 ms
[2021-08-26 04:03:46 main:574] : INFO : Epoch 2025 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 1842.47 ms
[2021-08-26 04:03:48 main:574] : INFO : Epoch 2026 | loss: 0.0311551 | val_loss: 0.0311652 | Time: 1920.19 ms
[2021-08-26 04:03:50 main:574] : INFO : Epoch 2027 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 1841.82 ms
[2021-08-26 04:03:52 main:574] : INFO : Epoch 2028 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1700.98 ms
[2021-08-26 04:03:53 main:574] : INFO : Epoch 2029 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 1654.5 ms
[2021-08-26 04:03:55 main:574] : INFO : Epoch 2030 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 1819.05 ms
[2021-08-26 04:03:57 main:574] : INFO : Epoch 2031 | loss: 0.0311574 | val_loss: 0.0311632 | Time: 1799.06 ms
[2021-08-26 04:03:59 main:574] : INFO : Epoch 2032 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1647.28 ms
[2021-08-26 04:04:00 main:574] : INFO : Epoch 2033 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1682.24 ms
[2021-08-26 04:04:02 main:574] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311625 | Time: 1657.57 ms
[2021-08-26 04:04:04 main:574] : INFO : Epoch 2035 | loss: 0.0311552 | val_loss: 0.0311638 | Time: 1673.41 ms
[2021-08-26 04:04:05 main:574] : INFO : Epoch 2036 | loss: 0.0311563 | val_loss: 0.031164 | Time: 1814.04 ms
[2021-08-26 04:04:07 main:574] : INFO : Epoch 2037 | loss: 0.0311582 | val_loss: 0.0311754 | Time: 1675.16 ms
[2021-08-26 04:04:09 main:574] : INFO : Epoch 2038 | loss: 0.0311583 | val_loss: 0.0311663 | Time: 1835.25 ms
[2021-08-26 04:04:11 main:574] : INFO : Epoch 2039 | loss: 0.031155 | val_loss: 0.0311659 | Time: 1776.64 ms
[2021-08-26 04:04:12 main:574] : INFO : Epoch 2040 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 1724.31 ms
[2021-08-26 04:04:14 main:574] : INFO : Epoch 2041 | loss: 0.0311554 | val_loss: 0.0311675 | Time: 1860.03 ms
[2021-08-26 04:04:16 main:574] : INFO : Epoch 2042 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 1645.65 ms
[2021-08-26 04:04:18 main:574] : INFO : Epoch 2043 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 1855.28 ms
[2021-08-26 04:04:19 main:574] : INFO : Epoch 2044 | loss: 0.0311538 | val_loss: 0.0311641 | Time: 1655.56 ms
[2021-08-26 04:04:21 main:574] : INFO : Epoch 2045 | loss: 0.0311536 | val_loss: 0.0311626 | Time: 1840.43 ms
[2021-08-26 04:04:23 main:574] : INFO : Epoch 2046 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 1813.42 ms
[2021-08-26 04:04:25 main:574] : INFO : Epoch 2047 | loss: 0.0311522 | val_loss: 0.031163 | Time: 1729.35 ms
[2021-08-26 04:04:27 main:574] : INFO : Epoch 2048 | loss: 0.0311556 | val_loss: 0.0311655 | Time: 1857.71 ms
[2021-08-26 04:04:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311655
[2021-08-26 04:04:27 main:603] : INFO : Saving end state to config to file
[2021-08-26 04:04:27 main:608] : INFO : Success, exiting..
04:04:27 (26548): 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)