Task 14213553
| Name | ParityModified-1647043671-3720-2-0_0 |
| Workunit | 11273060 |
| Created | 1 Apr 2022, 22:05:39 UTC |
| Sent | 6 Apr 2022, 2:54:38 UTC |
| Report deadline | 14 Apr 2022, 2:54:38 UTC |
| Received | 6 Apr 2022, 22:21:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 0 min 33 sec |
| CPU time | 59 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 022-04-06 18:07:01 main:574] : INFO : Epoch 1542 | loss: 0.0311164 | val_loss: 0.0311592 | Time: 1691.86 ms [2022-04-06 18:07:03 main:574] : INFO : Epoch 1543 | loss: 0.0311127 | val_loss: 0.0311643 | Time: 1719.67 ms [2022-04-06 18:07:05 main:574] : INFO : Epoch 1544 | loss: 0.0311116 | val_loss: 0.0311612 | Time: 1692.85 ms [2022-04-06 18:07:06 main:574] : INFO : Epoch 1545 | loss: 0.0311107 | val_loss: 0.0311564 | Time: 1714.34 ms [2022-04-06 18:07:08 main:574] : INFO : Epoch 1546 | loss: 0.0311145 | val_loss: 0.0311679 | Time: 1695.85 ms [2022-04-06 18:07:10 main:574] : INFO : Epoch 1547 | loss: 0.0311147 | val_loss: 0.031163 | Time: 1703.62 ms [2022-04-06 18:07:12 main:574] : INFO : Epoch 1548 | loss: 0.0311139 | val_loss: 0.0311573 | Time: 1708.79 ms [2022-04-06 18:07:13 main:574] : INFO : Epoch 1549 | loss: 0.0311101 | val_loss: 0.0311606 | Time: 1710.9 ms [2022-04-06 18:07:15 main:574] : INFO : Epoch 1550 | loss: 0.0311083 | val_loss: 0.0311583 | Time: 1724.1 ms [2022-04-06 18:07:17 main:574] : INFO : Epoch 1551 | loss: 0.0311086 | val_loss: 0.0311652 | Time: 1687.33 ms [2022-04-06 18:07:18 main:574] : INFO : Epoch 1552 | loss: 0.0311117 | val_loss: 0.0311549 | Time: 1702.32 ms [2022-04-06 18:07:20 main:574] : INFO : Epoch 1553 | loss: 0.0311092 | val_loss: 0.0311626 | Time: 1709.33 ms [2022-04-06 18:07:22 main:574] : INFO : Epoch 1554 | loss: 0.0311075 | val_loss: 0.031159 | Time: 1726.46 ms [2022-04-06 18:07:24 main:574] : INFO : Epoch 1555 | loss: 0.0311068 | val_loss: 0.0311651 | Time: 1695.78 ms [2022-04-06 18:07:25 main:574] : INFO : Epoch 1556 | loss: 0.0311129 | val_loss: 0.0311635 | Time: 1740.17 ms [2022-04-06 18:07:27 main:574] : INFO : Epoch 1557 | loss: 0.0311197 | val_loss: 0.0311568 | Time: 1748.93 ms [2022-04-06 18:07:29 main:574] : INFO : Epoch 1558 | loss: 0.0311181 | val_loss: 0.0311605 | Time: 1721.18 ms [2022-04-06 18:07:30 main:574] : INFO : Epoch 1559 | loss: 0.0311151 | val_loss: 0.0311553 | Time: 1694.51 ms [2022-04-06 18:07:32 main:574] : INFO : Epoch 1560 | loss: 0.0311123 | val_loss: 0.0311619 | Time: 1738.76 ms [2022-04-06 18:07:34 main:574] : INFO : Epoch 1561 | loss: 0.0311108 | val_loss: 0.0311645 | Time: 1705.3 ms [2022-04-06 18:07:36 main:574] : INFO : Epoch 1562 | loss: 0.0311086 | val_loss: 0.0311605 | Time: 1705.4 ms [2022-04-06 18:07:37 main:574] : INFO : Epoch 1563 | loss: 0.0311095 | val_loss: 0.0311657 | Time: 1727.56 ms [2022-04-06 18:07:39 main:574] : INFO : Epoch 1564 | loss: 0.0311084 | val_loss: 0.0311583 | Time: 1700.83 ms [2022-04-06 18:07:41 main:574] : INFO : Epoch 1565 | loss: 0.0311065 | val_loss: 0.031156 | Time: 1702.7 ms [2022-04-06 18:07:43 main:574] : INFO : Epoch 1566 | loss: 0.0311058 | val_loss: 0.0311637 | Time: 1737.58 ms [2022-04-06 18:07:44 main:574] : INFO : Epoch 1567 | loss: 0.0311097 | val_loss: 0.0311648 | Time: 1689.87 ms [2022-04-06 18:07:46 main:574] : INFO : Epoch 1568 | loss: 0.0311049 | val_loss: 0.0311607 | Time: 1715.51 ms [2022-04-06 18:07:48 main:574] : INFO : Epoch 1569 | loss: 0.0311058 | val_loss: 0.0311602 | Time: 1714.32 ms [2022-04-06 18:07:49 main:574] : INFO : Epoch 1570 | loss: 0.0311046 | val_loss: 0.0311568 | Time: 1713.93 ms [2022-04-06 18:07:51 main:574] : INFO : Epoch 1571 | loss: 0.0311076 | val_loss: 0.0311576 | Time: 1732.45 ms [2022-04-06 18:07:53 main:574] : INFO : Epoch 1572 | loss: 0.0311074 | val_loss: 0.0311697 | Time: 1721.71 ms [2022-04-06 18:07:55 main:574] : INFO : Epoch 1573 | loss: 0.0311037 | val_loss: 0.031161 | Time: 1699.22 ms [2022-04-06 18:07:56 main:574] : INFO : Epoch 1574 | loss: 0.0311034 | val_loss: 0.0311653 | Time: 1704.65 ms [2022-04-06 18:07:58 main:574] : INFO : Epoch 1575 | loss: 0.0311076 | val_loss: 0.0311858 | Time: 1699.43 ms [2022-04-06 18:08:00 main:574] : INFO : Epoch 1576 | loss: 0.0311092 | val_loss: 0.0311646 | Time: 1737.25 ms [2022-04-06 18:08:01 main:574] : INFO : Epoch 1577 | loss: 0.031105 | val_loss: 0.0311603 | Time: 1698.5 ms [2022-04-06 18:08:03 main:574] : INFO : Epoch 1578 | loss: 0.031103 | val_loss: 0.0311603 | Time: 1727.37 ms [2022-04-06 18:08:05 main:574] : INFO : Epoch 1579 | loss: 0.0311017 | val_loss: 0.0311666 | Time: 1717.14 ms [2022-04-06 18:08:07 main:574] : INFO : Epoch 1580 | loss: 0.0311011 | val_loss: 0.0311642 | Time: 1728.08 ms [2022-04-06 18:08:08 main:574] : INFO : Epoch 1581 | loss: 0.0311048 | val_loss: 0.0311678 | Time: 1706.3 ms [2022-04-06 18:08:10 main:574] : INFO : Epoch 1582 | loss: 0.0311059 | val_loss: 0.0311678 | Time: 1721.14 ms [2022-04-06 18:08:12 main:574] : INFO : Epoch 1583 | loss: 0.0311045 | val_loss: 0.0311603 | Time: 1706.86 ms [2022-04-06 18:08:13 main:574] : INFO : Epoch 1584 | loss: 0.0311036 | val_loss: 0.0311601 | Time: 1692.14 ms [2022-04-06 18:08:15 main:574] : INFO : Epoch 1585 | loss: 0.0311037 | val_loss: 0.0311632 | Time: 1701.77 ms [2022-04-06 18:08:17 main:574] : INFO : Epoch 1586 | loss: 0.0311029 | val_loss: 0.0311614 | Time: 1751.28 ms [2022-04-06 18:08:19 main:574] : INFO : Epoch 1587 | loss: 0.0311023 | val_loss: 0.0311637 | Time: 1678.96 ms [2022-04-06 18:08:20 main:574] : INFO : Epoch 1588 | loss: 0.031105 | val_loss: 0.031166 | Time: 1705.72 ms [2022-04-06 18:08:22 main:574] : INFO : Epoch 1589 | loss: 0.0311062 | val_loss: 0.031166 | Time: 1727.89 ms [2022-04-06 18:08:24 main:574] : INFO : Epoch 1590 | loss: 0.0311054 | val_loss: 0.0311586 | Time: 1716.65 ms [2022-04-06 18:08:25 main:574] : INFO : Epoch 1591 | loss: 0.0311039 | val_loss: 0.0311584 | Time: 1700.27 ms [2022-04-06 18:08:27 main:574] : INFO : Epoch 1592 | loss: 0.031103 | val_loss: 0.03116 | Time: 1723.87 ms [2022-04-06 18:08:29 main:574] : INFO : Epoch 1593 | loss: 0.0311053 | val_loss: 0.0311584 | Time: 1751.45 ms [2022-04-06 18:08:31 main:574] : INFO : Epoch 1594 | loss: 0.0311038 | val_loss: 0.0311673 | Time: 1739.22 ms [2022-04-06 18:08:32 main:574] : INFO : Epoch 1595 | loss: 0.0311045 | val_loss: 0.0311596 | Time: 1733.3 ms [2022-04-06 18:08:34 main:574] : INFO : Epoch 1596 | loss: 0.0311013 | val_loss: 0.0311626 | Time: 1717.91 ms [2022-04-06 18:08:36 main:574] : INFO : Epoch 1597 | loss: 0.0311003 | val_loss: 0.031166 | Time: 1686.76 ms [2022-04-06 18:08:38 main:574] : INFO : Epoch 1598 | loss: 0.0311007 | val_loss: 0.031166 | Time: 1715.92 ms [2022-04-06 18:08:39 main:574] : INFO : Epoch 1599 | loss: 0.0311025 | val_loss: 0.0311666 | Time: 1750.39 ms [2022-04-06 18:08:41 main:574] : INFO : Epoch 1600 | loss: 0.031103 | val_loss: 0.0311609 | Time: 1723.29 ms [2022-04-06 18:08:43 main:574] : INFO : Epoch 1601 | loss: 0.0310998 | val_loss: 0.0311589 | Time: 1697.29 ms [2022-04-06 18:08:44 main:574] : INFO : Epoch 1602 | loss: 0.0311005 | val_loss: 0.0311617 | Time: 1714.97 ms [2022-04-06 18:08:46 main:574] : INFO : Epoch 1603 | loss: 0.0310995 | val_loss: 0.0311629 | Time: 1696.62 ms [2022-04-06 18:08:48 main:574] : INFO : Epoch 1604 | loss: 0.031097 | val_loss: 0.0311668 | Time: 1756.42 ms [2022-04-06 18:08:50 main:574] : INFO : Epoch 1605 | loss: 0.0311234 | val_loss: 0.031156 | Time: 1711.82 ms [2022-04-06 18:08:51 main:574] : INFO : Epoch 1606 | loss: 0.0311308 | val_loss: 0.0311571 | Time: 1719.43 ms [2022-04-06 18:08:53 main:574] : INFO : Epoch 1607 | loss: 0.0311267 | val_loss: 0.0311606 | Time: 1704.78 ms [2022-04-06 18:08:55 main:574] : INFO : Epoch 1608 | loss: 0.0311243 | val_loss: 0.0311596 | Time: 1741.27 ms [2022-04-06 18:08:57 main:574] : INFO : Epoch 1609 | loss: 0.0311225 | val_loss: 0.0311602 | Time: 1674.42 ms [2022-04-06 18:08:58 main:574] : INFO : Epoch 1610 | loss: 0.0311255 | val_loss: 0.0311609 | Time: 1736.23 ms [2022-04-06 18:09:00 main:574] : INFO : Epoch 1611 | loss: 0.0311208 | val_loss: 0.0311558 | Time: 1717.08 ms [2022-04-06 18:09:02 main:574] : INFO : Epoch 1612 | loss: 0.031115 | val_loss: 0.0311626 | Time: 1675.77 ms [2022-04-06 18:09:03 main:574] : INFO : Epoch 1613 | loss: 0.0311119 | val_loss: 0.0311587 | Time: 1722.89 ms [2022-04-06 18:09:05 main:574] : INFO : Epoch 1614 | loss: 0.0311124 | val_loss: 0.0311552 | Time: 1692.65 ms [2022-04-06 18:09:07 main:574] : INFO : Epoch 1615 | loss: 0.0311198 | val_loss: 0.0311505 | Time: 1738.34 ms [2022-04-06 18:09:09 main:574] : INFO : Epoch 1616 | loss: 0.0311189 | val_loss: 0.0311599 | Time: 1718.8 ms [2022-04-06 18:09:10 main:574] : INFO : Epoch 1617 | loss: 0.0311147 | val_loss: 0.0311513 | Time: 1719.31 ms [2022-04-06 18:09:12 main:574] : INFO : Epoch 1618 | loss: 0.0311133 | val_loss: 0.0311585 | Time: 1701.75 ms [2022-04-06 18:09:14 main:574] : INFO : Epoch 1619 | loss: 0.0311122 | val_loss: 0.0311572 | Time: 1722.58 ms [2022-04-06 18:09:15 main:574] : INFO : Epoch 1620 | loss: 0.0311115 | val_loss: 0.0311557 | Time: 1717.52 ms [2022-04-06 18:09:17 main:574] : INFO : Epoch 1621 | loss: 0.0311102 | val_loss: 0.0311589 | Time: 1742.97 ms [2022-04-06 18:09:19 main:574] : INFO : Epoch 1622 | loss: 0.0311093 | val_loss: 0.031162 | Time: 1708.33 ms [2022-04-06 18:09:21 main:574] : INFO : Epoch 1623 | loss: 0.0311117 | val_loss: 0.0311594 | Time: 1724.89 ms [2022-04-06 18:09:22 main:574] : INFO : Epoch 1624 | loss: 0.031123 | val_loss: 0.0311673 | Time: 1695 ms [2022-04-06 18:09:24 main:574] : INFO : Epoch 1625 | loss: 0.0311196 | val_loss: 0.0311599 | Time: 1657.2 ms [2022-04-06 18:09:26 main:574] : INFO : Epoch 1626 | loss: 0.0311137 | val_loss: 0.03116 | Time: 1839.66 ms [2022-04-06 18:09:28 main:574] : INFO : Epoch 1627 | loss: 0.0311126 | val_loss: 0.0311591 | Time: 1723.46 ms [2022-04-06 18:09:29 main:574] : INFO : Epoch 1628 | loss: 0.031111 | val_loss: 0.031163 | Time: 1710.52 ms [2022-04-06 18:09:31 main:574] : INFO : Epoch 1629 | loss: 0.0311101 | val_loss: 0.0311677 | Time: 1713.42 ms [2022-04-06 18:09:33 main:574] : INFO : Epoch 1630 | loss: 0.0311124 | val_loss: 0.0311607 | Time: 1739.63 ms [2022-04-06 18:09:35 main:574] : INFO : Epoch 1631 | loss: 0.0311175 | val_loss: 0.0311632 | Time: 1731.77 ms [2022-04-06 18:09:36 main:574] : INFO : Epoch 1632 | loss: 0.0311153 | val_loss: 0.0311637 | Time: 1730.56 ms [2022-04-06 18:09:38 main:574] : INFO : Epoch 1633 | loss: 0.0311122 | val_loss: 0.0311585 | Time: 1718.02 ms [2022-04-06 18:09:40 main:574] : INFO : Epoch 1634 | loss: 0.0311156 | val_loss: 0.0311644 | Time: 1763.8 ms [2022-04-06 18:09:41 main:574] : INFO : Epoch 1635 | loss: 0.0311124 | val_loss: 0.0311641 | Time: 1728.73 ms [2022-04-06 18:09:43 main:574] : INFO : Epoch 1636 | loss: 0.0311108 | val_loss: 0.0311634 | Time: 1694.89 ms [2022-04-06 18:09:45 main:574] : INFO : Epoch 1637 | loss: 0.031112 | val_loss: 0.0311586 | Time: 1683.73 ms [2022-04-06 18:09:47 main:574] : INFO : Epoch 1638 | loss: 0.0311116 | val_loss: 0.0311655 | Time: 1701.82 ms [2022-04-06 18:09:48 main:574] : INFO : Epoch 1639 | loss: 0.031112 | val_loss: 0.0311635 | Time: 1723.03 ms [2022-04-06 18:09:50 main:574] : INFO : Epoch 1640 | loss: 0.0311171 | val_loss: 0.031158 | Time: 1729.62 ms [2022-04-06 18:09:52 main:574] : INFO : Epoch 1641 | loss: 0.0311144 | val_loss: 0.0311517 | Time: 1713.23 ms [2022-04-06 18:09:53 main:574] : INFO : Epoch 1642 | loss: 0.0311131 | val_loss: 0.031165 | Time: 1686.04 ms [2022-04-06 18:09:55 main:574] : INFO : Epoch 1643 | loss: 0.0311088 | val_loss: 0.031157 | Time: 1675.02 ms [2022-04-06 18:09:57 main:574] : INFO : Epoch 1644 | loss: 0.0311078 | val_loss: 0.0311597 | Time: 1692.08 ms [2022-04-06 18:09:59 main:574] : INFO : Epoch 1645 | loss: 0.0311061 | val_loss: 0.0311631 | Time: 1678.44 ms [2022-04-06 18:10:00 main:574] : INFO : Epoch 1646 | loss: 0.0311058 | val_loss: 0.0311615 | Time: 1672.32 ms [2022-04-06 18:10:02 main:574] : INFO : Epoch 1647 | loss: 0.0311056 | val_loss: 0.03116 | Time: 1694.9 ms [2022-04-06 18:10:04 main:574] : INFO : Epoch 1648 | loss: 0.0311077 | val_loss: 0.0311614 | Time: 1729.9 ms [2022-04-06 18:10:05 main:574] : INFO : Epoch 1649 | loss: 0.0311096 | val_loss: 0.0311554 | Time: 1694.82 ms [2022-04-06 18:10:07 main:574] : INFO : Epoch 1650 | loss: 0.0311054 | val_loss: 0.0311683 | Time: 1725.84 ms [2022-04-06 18:10:09 main:574] : INFO : Epoch 1651 | loss: 0.0311039 | val_loss: 0.0311652 | Time: 1671.65 ms [2022-04-06 18:10:10 main:574] : INFO : Epoch 1652 | loss: 0.0311034 | val_loss: 0.0311633 | Time: 1681.06 ms [2022-04-06 18:10:12 main:574] : INFO : Epoch 1653 | loss: 0.0311034 | val_loss: 0.0311723 | Time: 1722.91 ms [2022-04-06 18:10:14 main:574] : INFO : Epoch 1654 | loss: 0.0311008 | val_loss: 0.0311698 | Time: 1684.29 ms [2022-04-06 18:10:16 main:574] : INFO : Epoch 1655 | loss: 0.0311027 | val_loss: 0.0311644 | Time: 1711.61 ms [2022-04-06 18:10:17 main:574] : INFO : Epoch 1656 | loss: 0.0311022 | val_loss: 0.0311621 | Time: 1664.41 ms [2022-04-06 18:10:19 main:574] : INFO : Epoch 1657 | loss: 0.0311091 | val_loss: 0.0311641 | Time: 1678.54 ms [2022-04-06 18:10:21 main:574] : INFO : Epoch 1658 | loss: 0.0311156 | val_loss: 0.0311598 | Time: 1738.66 ms [2022-04-06 18:10:22 main:574] : INFO : Epoch 1659 | loss: 0.0311113 | val_loss: 0.0311655 | Time: 1712.57 ms [2022-04-06 18:10:24 main:574] : INFO : Epoch 1660 | loss: 0.0311065 | val_loss: 0.0311678 | Time: 1699.72 ms [2022-04-06 18:10:26 main:574] : INFO : Epoch 1661 | loss: 0.0311041 | val_loss: 0.0311652 | Time: 1724.53 ms [2022-04-06 18:10:28 main:574] : INFO : Epoch 1662 | loss: 0.0311037 | val_loss: 0.0311594 | Time: 1684.63 ms [2022-04-06 18:10:29 main:574] : INFO : Epoch 1663 | loss: 0.031102 | val_loss: 0.0311636 | Time: 1729.62 ms [2022-04-06 18:10:31 main:574] : INFO : Epoch 1664 | loss: 0.0311043 | val_loss: 0.0311663 | Time: 1707.28 ms [2022-04-06 18:10:33 main:574] : INFO : Epoch 1665 | loss: 0.0311025 | val_loss: 0.0311652 | Time: 1692.81 ms [2022-04-06 18:10:34 main:574] : INFO : Epoch 1666 | loss: 0.0311066 | val_loss: 0.0311754 | Time: 1707.72 ms [2022-04-06 18:10:36 main:574] : INFO : Epoch 1667 | loss: 0.031111 | val_loss: 0.0311676 | Time: 1697.07 ms [2022-04-06 18:10:38 main:574] : INFO : Epoch 1668 | loss: 0.0311183 | val_loss: 0.0311582 | Time: 1735.78 ms [2022-04-06 18:10:40 main:574] : INFO : Epoch 1669 | loss: 0.0311161 | val_loss: 0.0311685 | Time: 1690.05 ms [2022-04-06 18:10:41 main:574] : INFO : Epoch 1670 | loss: 0.0311126 | val_loss: 0.031161 | Time: 1703.38 ms [2022-04-06 18:10:43 main:574] : INFO : Epoch 1671 | loss: 0.031111 | val_loss: 0.0311653 | Time: 1705.62 ms [2022-04-06 18:10:45 main:574] : INFO : Epoch 1672 | loss: 0.0311136 | val_loss: 0.0311587 | Time: 1723.62 ms [2022-04-06 18:10:46 main:574] : INFO : Epoch 1673 | loss: 0.0311164 | val_loss: 0.0311675 | Time: 1718.63 ms [2022-04-06 18:10:48 main:574] : INFO : Epoch 1674 | loss: 0.0311131 | val_loss: 0.0311652 | Time: 1719.37 ms [2022-04-06 18:10:50 main:574] : INFO : Epoch 1675 | loss: 0.0311118 | val_loss: 0.0311606 | Time: 1725.44 ms [2022-04-06 18:10:52 main:574] : INFO : Epoch 1676 | loss: 0.0311103 | val_loss: 0.0311651 | Time: 1714.08 ms [2022-04-06 18:10:53 main:574] : INFO : Epoch 1677 | loss: 0.0311096 | val_loss: 0.0311638 | Time: 1688.87 ms [2022-04-06 18:10:55 main:574] : INFO : Epoch 1678 | loss: 0.0311092 | val_loss: 0.0311655 | Time: 1719.32 ms [2022-04-06 18:10:57 main:574] : INFO : Epoch 1679 | loss: 0.03111 | val_loss: 0.0311664 | Time: 1720.26 ms [2022-04-06 18:10:58 main:574] : INFO : Epoch 1680 | loss: 0.0311068 | val_loss: 0.0311611 | Time: 1716.54 ms [2022-04-06 18:11:00 main:574] : INFO : Epoch 1681 | loss: 0.0311059 | val_loss: 0.0311649 | Time: 1715.01 ms [2022-04-06 18:11:02 main:574] : INFO : Epoch 1682 | loss: 0.0311046 | val_loss: 0.0311616 | Time: 1717.03 ms [2022-04-06 18:11:04 main:574] : INFO : Epoch 1683 | loss: 0.0311078 | val_loss: 0.031158 | Time: 1702.03 ms [2022-04-06 18:11:05 main:574] : INFO : Epoch 1684 | loss: 0.0311041 | val_loss: 0.0311643 | Time: 1704.3 ms [2022-04-06 18:11:07 main:574] : INFO : Epoch 1685 | loss: 0.031103 | val_loss: 0.0311616 | Time: 1717.19 ms [2022-04-06 18:11:09 main:574] : INFO : Epoch 1686 | loss: 0.0311042 | val_loss: 0.0311631 | Time: 1685.7 ms [2022-04-06 18:11:10 main:574] : INFO : Epoch 1687 | loss: 0.031104 | val_loss: 0.0311625 | Time: 1717.56 ms [2022-04-06 18:11:12 main:574] : INFO : Epoch 1688 | loss: 0.0311031 | val_loss: 0.0311588 | Time: 1729.48 ms [2022-04-06 18:11:14 main:574] : INFO : Epoch 1689 | loss: 0.0311057 | val_loss: 0.0311553 | Time: 1712.49 ms [2022-04-06 18:11:16 main:574] : INFO : Epoch 1690 | loss: 0.0311027 | val_loss: 0.031163 | Time: 1724.3 ms [2022-04-06 18:11:17 main:574] : INFO : Epoch 1691 | loss: 0.0311193 | val_loss: 0.0311649 | Time: 1673.51 ms [2022-04-06 18:11:19 main:574] : INFO : Epoch 1692 | loss: 0.0311295 | val_loss: 0.0311621 | Time: 1703.36 ms [2022-04-06 18:11:21 main:574] : INFO : Epoch 1693 | loss: 0.0311228 | val_loss: 0.0311568 | Time: 1698.59 ms [2022-04-06 18:11:22 main:574] : INFO : Epoch 1694 | loss: 0.0311187 | val_loss: 0.0311597 | Time: 1718.19 ms [2022-04-06 18:11:24 main:574] : INFO : Epoch 1695 | loss: 0.0311163 | val_loss: 0.0311626 | Time: 1735.23 ms [2022-04-06 18:11:26 main:574] : INFO : Epoch 1696 | loss: 0.0311152 | val_loss: 0.0311697 | Time: 1736.02 ms [2022-04-06 18:11:28 main:574] : INFO : Epoch 1697 | loss: 0.0311163 | val_loss: 0.0311606 | Time: 1703.87 ms [2022-04-06 18:11:29 main:574] : INFO : Epoch 1698 | loss: 0.0311137 | val_loss: 0.0311685 | Time: 1725.58 ms [2022-04-06 18:11:31 main:574] : INFO : Epoch 1699 | loss: 0.0311132 | val_loss: 0.0311606 | Time: 1717.54 ms [2022-04-06 18:11:33 main:574] : INFO : Epoch 1700 | loss: 0.0311106 | val_loss: 0.0311719 | Time: 1706.49 ms [2022-04-06 18:11:35 main:574] : INFO : Epoch 1701 | loss: 0.0311101 | val_loss: 0.0311647 | Time: 1745.38 ms [2022-04-06 18:11:36 main:574] : INFO : Epoch 1702 | loss: 0.0311112 | val_loss: 0.0311624 | Time: 1701.61 ms [2022-04-06 18:11:38 main:574] : INFO : Epoch 1703 | loss: 0.0311098 | val_loss: 0.0311645 | Time: 1695.14 ms [2022-04-06 18:11:40 main:574] : INFO : Epoch 1704 | loss: 0.0311097 | val_loss: 0.0311588 | Time: 1726.17 ms [2022-04-06 18:11:41 main:574] : INFO : Epoch 1705 | loss: 0.0311102 | val_loss: 0.0311652 | Time: 1681.81 ms [2022-04-06 18:11:43 main:574] : INFO : Epoch 1706 | loss: 0.0311104 | val_loss: 0.0311585 | Time: 1683.46 ms [2022-04-06 18:11:45 main:574] : INFO : Epoch 1707 | loss: 0.0311076 | val_loss: 0.0311618 | Time: 1700.44 ms [2022-04-06 18:11:47 main:574] : INFO : Epoch 1708 | loss: 0.0311071 | val_loss: 0.031162 | Time: 1680.34 ms [2022-04-06 18:11:48 main:574] : INFO : Epoch 1709 | loss: 0.0311085 | val_loss: 0.0311668 | Time: 1714.69 ms [2022-04-06 18:11:50 main:574] : INFO : Epoch 1710 | loss: 0.0311077 | val_loss: 0.0311656 | Time: 1701.1 ms [2022-04-06 18:11:52 main:574] : INFO : Epoch 1711 | loss: 0.0311098 | val_loss: 0.0311615 | Time: 1704.46 ms [2022-04-06 18:11:53 main:574] : INFO : Epoch 1712 | loss: 0.0311129 | val_loss: 0.0311635 | Time: 1715 ms [2022-04-06 18:11:55 main:574] : INFO : Epoch 1713 | loss: 0.0311092 | val_loss: 0.0311638 | Time: 1687.13 ms [2022-04-06 18:11:57 main:574] : INFO : Epoch 1714 | loss: 0.0311064 | val_loss: 0.0311646 | Time: 1694.16 ms [2022-04-06 18:11:58 main:574] : INFO : Epoch 1715 | loss: 0.0311055 | val_loss: 0.0311676 | Time: 1710.34 ms [2022-04-06 18:12:00 main:574] : INFO : Epoch 1716 | loss: 0.031106 | val_loss: 0.0311674 | Time: 1691.02 ms [2022-04-06 18:12:02 main:574] : INFO : Epoch 1717 | loss: 0.0311072 | val_loss: 0.0311641 | Time: 1691.03 ms [2022-04-06 18:12:04 main:574] : INFO : Epoch 1718 | loss: 0.0311071 | val_loss: 0.0311639 | Time: 1699.92 ms [2022-04-06 18:12:05 main:574] : INFO : Epoch 1719 | loss: 0.0311074 | val_loss: 0.0311672 | Time: 1688.15 ms [2022-04-06 18:12:07 main:574] : INFO : Epoch 1720 | loss: 0.0311044 | val_loss: 0.0311606 | Time: 1719 ms [2022-04-06 18:12:09 main:574] : INFO : Epoch 1721 | loss: 0.0311022 | val_loss: 0.0311619 | Time: 1685.09 ms [2022-04-06 18:12:10 main:574] : INFO : Epoch 1722 | loss: 0.031103 | val_loss: 0.0311637 | Time: 1712.76 ms [2022-04-06 18:12:12 main:574] : INFO : Epoch 1723 | loss: 0.0311035 | val_loss: 0.0311726 | Time: 1664.39 ms [2022-04-06 18:12:14 main:574] : INFO : Epoch 1724 | loss: 0.0311045 | val_loss: 0.0311656 | Time: 1716.97 ms [2022-04-06 18:12:15 main:574] : INFO : Epoch 1725 | loss: 0.0311053 | val_loss: 0.031165 | Time: 1657 ms [2022-04-06 18:12:17 main:574] : INFO : Epoch 1726 | loss: 0.0311051 | val_loss: 0.031171 | Time: 1715.4 ms [2022-04-06 18:12:19 main:574] : INFO : Epoch 1727 | loss: 0.0311042 | val_loss: 0.0311713 | Time: 1682.2 ms [2022-04-06 18:12:21 main:574] : INFO : Epoch 1728 | loss: 0.0311068 | val_loss: 0.0311648 | Time: 1698.84 ms [2022-04-06 18:12:22 main:574] : INFO : Epoch 1729 | loss: 0.0311113 | val_loss: 0.0311641 | Time: 1732.16 ms [2022-04-06 18:12:24 main:574] : INFO : Epoch 1730 | loss: 0.0311119 | val_loss: 0.0311778 | Time: 1699.62 ms [2022-04-06 18:12:26 main:574] : INFO : Epoch 1731 | loss: 0.0311063 | val_loss: 0.0311612 | Time: 1707.35 ms [2022-04-06 18:12:27 main:574] : INFO : Epoch 1732 | loss: 0.0311057 | val_loss: 0.0311621 | Time: 1720.91 ms [2022-04-06 18:12:29 main:574] : INFO : Epoch 1733 | loss: 0.0311033 | val_loss: 0.0311681 | Time: 1724.09 ms [2022-04-06 18:12:31 main:574] : INFO : Epoch 1734 | loss: 0.0310998 | val_loss: 0.0311616 | Time: 1712.62 ms [2022-04-06 18:12:33 main:574] : INFO : Epoch 1735 | loss: 0.0310995 | val_loss: 0.0311675 | Time: 1717.07 ms [2022-04-06 18:12:34 main:574] : INFO : Epoch 1736 | loss: 0.0311092 | val_loss: 0.0311619 | Time: 1727.58 ms [2022-04-06 18:12:36 main:574] : INFO : Epoch 1737 | loss: 0.0311092 | val_loss: 0.0311664 | Time: 1687.7 ms [2022-04-06 18:12:38 main:574] : INFO : Epoch 1738 | loss: 0.031111 | val_loss: 0.0311649 | Time: 1715.1 ms [2022-04-06 18:12:40 main:574] : INFO : Epoch 1739 | loss: 0.0311087 | val_loss: 0.0311656 | Time: 1720.28 ms [2022-04-06 18:12:41 main:574] : INFO : Epoch 1740 | loss: 0.0311054 | val_loss: 0.0311669 | Time: 1702.73 ms [2022-04-06 18:12:43 main:574] : INFO : Epoch 1741 | loss: 0.031105 | val_loss: 0.0311789 | Time: 1690.53 ms [2022-04-06 18:12:45 main:574] : INFO : Epoch 1742 | loss: 0.031104 | val_loss: 0.0311765 | Time: 1732.29 ms [2022-04-06 18:12:46 main:574] : INFO : Epoch 1743 | loss: 0.0311066 | val_loss: 0.0311725 | Time: 1706.17 ms [2022-04-06 18:12:48 main:574] : INFO : Epoch 1744 | loss: 0.0311071 | val_loss: 0.0311771 | Time: 1734.44 ms [2022-04-06 18:12:50 main:574] : INFO : Epoch 1745 | loss: 0.0311069 | val_loss: 0.0311676 | Time: 1717.91 ms [2022-04-06 18:12:52 main:574] : INFO : Epoch 1746 | loss: 0.0311055 | val_loss: 0.0311663 | Time: 1738.51 ms [2022-04-06 18:12:53 main:574] : INFO : Epoch 1747 | loss: 0.0311097 | val_loss: 0.0311644 | Time: 1711.6 ms [2022-04-06 18:12:55 main:574] : INFO : Epoch 1748 | loss: 0.031112 | val_loss: 0.0311628 | Time: 1705.24 ms [2022-04-06 18:12:57 main:574] : INFO : Epoch 1749 | loss: 0.0311117 | val_loss: 0.0311666 | Time: 1704.72 ms [2022-04-06 18:12:58 main:574] : INFO : Epoch 1750 | loss: 0.0311075 | val_loss: 0.031168 | Time: 1732.94 ms [2022-04-06 18:13:00 main:574] : INFO : Epoch 1751 | loss: 0.0311069 | val_loss: 0.0311689 | Time: 1714.8 ms [2022-04-06 18:13:02 main:574] : INFO : Epoch 1752 | loss: 0.0311057 | val_loss: 0.031167 | Time: 1723.14 ms [2022-04-06 18:13:04 main:574] : INFO : Epoch 1753 | loss: 0.031105 | val_loss: 0.0311675 | Time: 1719.86 ms [2022-04-06 18:13:05 main:574] : INFO : Epoch 1754 | loss: 0.0311018 | val_loss: 0.0311656 | Time: 1706.73 ms [2022-04-06 18:13:07 main:574] : INFO : Epoch 1755 | loss: 0.0311057 | val_loss: 0.031173 | Time: 1674.36 ms [2022-04-06 18:13:09 main:574] : INFO : Epoch 1756 | loss: 0.0311053 | val_loss: 0.0311669 | Time: 1732.55 ms [2022-04-06 18:13:10 main:574] : INFO : Epoch 1757 | loss: 0.0311067 | val_loss: 0.0311699 | Time: 1720.46 ms [2022-04-06 18:13:12 main:574] : INFO : Epoch 1758 | loss: 0.03111 | val_loss: 0.0311607 | Time: 1705.47 ms [2022-04-06 18:13:14 main:574] : INFO : Epoch 1759 | loss: 0.0311075 | val_loss: 0.0311706 | Time: 1718.88 ms [2022-04-06 18:13:16 main:574] : INFO : Epoch 1760 | loss: 0.03114 | val_loss: 0.0311632 | Time: 1705.68 ms [2022-04-06 18:13:17 main:574] : INFO : Epoch 1761 | loss: 0.0311492 | val_loss: 0.0311702 | Time: 1700.59 ms [2022-04-06 18:13:19 main:574] : INFO : Epoch 1762 | loss: 0.0311406 | val_loss: 0.0311688 | Time: 1721.82 ms [2022-04-06 18:13:21 main:574] : INFO : Epoch 1763 | loss: 0.0311343 | val_loss: 0.0311623 | Time: 1724.44 ms [2022-04-06 18:13:23 main:574] : INFO : Epoch 1764 | loss: 0.0311298 | val_loss: 0.0311607 | Time: 1727.71 ms [2022-04-06 18:13:24 main:574] : INFO : Epoch 1765 | loss: 0.0311293 | val_loss: 0.0311606 | Time: 1702.13 ms [2022-04-06 18:13:26 main:574] : INFO : Epoch 1766 | loss: 0.031128 | val_loss: 0.0311581 | Time: 1730.74 ms [2022-04-06 18:13:28 main:574] : INFO : Epoch 1767 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 1702.45 ms [2022-04-06 18:13:29 main:574] : INFO : Epoch 1768 | loss: 0.0311262 | val_loss: 0.0311606 | Time: 1680 ms [2022-04-06 18:13:31 main:574] : INFO : Epoch 1769 | loss: 0.0311223 | val_loss: 0.0311616 | Time: 1710.84 ms [2022-04-06 18:13:33 main:574] : INFO : Epoch 1770 | loss: 0.0311203 | val_loss: 0.0311611 | Time: 1735.9 ms [2022-04-06 18:13:35 main:574] : INFO : Epoch 1771 | loss: 0.0311186 | val_loss: 0.0311604 | Time: 1715.86 ms [2022-04-06 18:13:36 main:574] : INFO : Epoch 1772 | loss: 0.0311182 | val_loss: 0.0311659 | Time: 1729.58 ms [2022-04-06 18:13:38 main:574] : INFO : Epoch 1773 | loss: 0.031119 | val_loss: 0.0311616 | Time: 1730.73 ms [2022-04-06 18:13:40 main:574] : INFO : Epoch 1774 | loss: 0.0311249 | val_loss: 0.0311619 | Time: 1741.63 ms [2022-04-06 18:13:42 main:574] : INFO : Epoch 1775 | loss: 0.031127 | val_loss: 0.0311576 | Time: 1738.88 ms [2022-04-06 18:13:43 main:574] : INFO : Epoch 1776 | loss: 0.0311253 | val_loss: 0.0311696 | Time: 1699.27 ms [2022-04-06 18:13:45 main:574] : INFO : Epoch 1777 | loss: 0.031123 | val_loss: 0.0311686 | Time: 1712.69 ms [2022-04-06 18:13:47 main:574] : INFO : Epoch 1778 | loss: 0.0311262 | val_loss: 0.0311619 | Time: 1698.23 ms [2022-04-06 18:13:48 main:574] : INFO : Epoch 1779 | loss: 0.0311241 | val_loss: 0.0311618 | Time: 1740.85 ms [2022-04-06 18:13:50 main:574] : INFO : Epoch 1780 | loss: 0.0311219 | val_loss: 0.0311589 | Time: 1703.76 ms [2022-04-06 18:13:52 main:574] : INFO : Epoch 1781 | loss: 0.0311177 | val_loss: 0.0311672 | Time: 1686.5 ms [2022-04-06 18:13:54 main:574] : INFO : Epoch 1782 | loss: 0.0311191 | val_loss: 0.0311666 | Time: 1769.55 ms [2022-04-06 18:13:55 main:574] : INFO : Epoch 1783 | loss: 0.0311179 | val_loss: 0.0311681 | Time: 1810.57 ms [2022-04-06 18:13:57 main:574] : INFO : Epoch 1784 | loss: 0.0311162 | val_loss: 0.0311603 | Time: 1748.44 ms [2022-04-06 18:13:59 main:574] : INFO : Epoch 1785 | loss: 0.0311155 | val_loss: 0.0311592 | Time: 1714.74 ms [2022-04-06 18:14:01 main:574] : INFO : Epoch 1786 | loss: 0.0311115 | val_loss: 0.0311617 | Time: 1751.73 ms [2022-04-06 18:14:02 main:574] : INFO : Epoch 1787 | loss: 0.0311117 | val_loss: 0.0311653 | Time: 1722.69 ms [2022-04-06 18:14:04 main:574] : INFO : Epoch 1788 | loss: 0.0311139 | val_loss: 0.0311577 | Time: 1686.17 ms [2022-04-06 18:14:06 main:574] : INFO : Epoch 1789 | loss: 0.0311129 | val_loss: 0.0311663 | Time: 1759.81 ms [2022-04-06 18:14:08 main:574] : INFO : Epoch 1790 | loss: 0.0311167 | val_loss: 0.0311589 | Time: 1729.92 ms [2022-04-06 18:14:09 main:574] : INFO : Epoch 1791 | loss: 0.0311137 | val_loss: 0.0311603 | Time: 1758.87 ms [2022-04-06 18:14:11 main:574] : INFO : Epoch 1792 | loss: 0.03111 | val_loss: 0.0311619 | Time: 1737.57 ms [2022-04-06 18:14:13 main:574] : INFO : Epoch 1793 | loss: 0.031109 | val_loss: 0.0311612 | Time: 1724.84 ms [2022-04-06 18:14:15 main:574] : INFO : Epoch 1794 | loss: 0.0311089 | val_loss: 0.031158 | Time: 1708.03 ms [2022-04-06 18:14:16 main:574] : INFO : Epoch 1795 | loss: 0.031107 | val_loss: 0.0311597 | Time: 1712.63 ms [2022-04-06 18:14:18 main:574] : INFO : Epoch 1796 | loss: 0.0311117 | val_loss: 0.0311668 | Time: 1688.23 ms [2022-04-06 18:14:20 main:574] : INFO : Epoch 1797 | loss: 0.031113 | val_loss: 0.0311629 | Time: 1714.8 ms [2022-04-06 18:14:21 main:574] : INFO : Epoch 1798 | loss: 0.0311117 | val_loss: 0.031169 | Time: 1719.19 ms [2022-04-06 18:14:23 main:574] : INFO : Epoch 1799 | loss: 0.0311136 | val_loss: 0.031163 | Time: 1712.98 ms [2022-04-06 18:14:25 main:574] : INFO : Epoch 1800 | loss: 0.0311167 | val_loss: 0.0311603 | Time: 1728.35 ms [2022-04-06 18:14:27 main:574] : INFO : Epoch 1801 | loss: 0.0311139 | val_loss: 0.0311636 | Time: 1717.1 ms [2022-04-06 18:14:28 main:574] : INFO : Epoch 1802 | loss: 0.0311099 | val_loss: 0.0311686 | Time: 1741.12 ms [2022-04-06 18:14:30 main:574] : INFO : Epoch 1803 | loss: 0.0311109 | val_loss: 0.0311631 | Time: 1695.31 ms [2022-04-06 18:14:32 main:574] : INFO : Epoch 1804 | loss: 0.0311062 | val_loss: 0.0311609 | Time: 1728.24 ms [2022-04-06 18:14:33 main:574] : INFO : Epoch 1805 | loss: 0.0311037 | val_loss: 0.0311648 | Time: 1730.88 ms [2022-04-06 18:14:35 main:574] : INFO : Epoch 1806 | loss: 0.0311033 | val_loss: 0.0311724 | Time: 1720.3 ms [2022-04-06 18:14:37 main:574] : INFO : Epoch 1807 | loss: 0.0311026 | val_loss: 0.0311583 | Time: 1731.85 ms [2022-04-06 18:14:39 main:574] : INFO : Epoch 1808 | loss: 0.031106 | val_loss: 0.0311662 | Time: 1707.48 ms [2022-04-06 18:14:40 main:574] : INFO : Epoch 1809 | loss: 0.0311088 | val_loss: 0.0311675 | Time: 1713.82 ms [2022-04-06 18:14:42 main:574] : INFO : Epoch 1810 | loss: 0.0311097 | val_loss: 0.0311644 | Time: 1716.18 ms [2022-04-06 18:14:44 main:574] : INFO : Epoch 1811 | loss: 0.0311098 | val_loss: 0.0311637 | Time: 1713.72 ms [2022-04-06 18:14:46 main:574] : INFO : Epoch 1812 | loss: 0.0311107 | val_loss: 0.0311656 | Time: 1713.39 ms [2022-04-06 18:14:47 main:574] : INFO : Epoch 1813 | loss: 0.0311094 | val_loss: 0.0311677 | Time: 1715.67 ms [2022-04-06 18:14:49 main:574] : INFO : Epoch 1814 | loss: 0.0311078 | val_loss: 0.031169 | Time: 1724.13 ms [2022-04-06 18:14:51 main:574] : INFO : Epoch 1815 | loss: 0.0311143 | val_loss: 0.0311658 | Time: 1702.7 ms [2022-04-06 18:14:52 main:574] : INFO : Epoch 1816 | loss: 0.0311173 | val_loss: 0.0311671 | Time: 1713.53 ms [2022-04-06 18:14:54 main:574] : INFO : Epoch 1817 | loss: 0.031112 | val_loss: 0.0311607 | Time: 1684.89 ms [2022-04-06 18:14:56 main:574] : INFO : Epoch 1818 | loss: 0.0311117 | val_loss: 0.0311648 | Time: 1680.06 ms [2022-04-06 18:14:57 main:574] : INFO : Epoch 1819 | loss: 0.0311115 | val_loss: 0.0311648 | Time: 1653.03 ms [2022-04-06 18:14:59 main:574] : INFO : Epoch 1820 | loss: 0.0311081 | val_loss: 0.0311658 | Time: 1691.86 ms [2022-04-06 18:15:01 main:574] : INFO : Epoch 1821 | loss: 0.0311089 | val_loss: 0.0311629 | Time: 1747.45 ms [2022-04-06 18:15:03 main:574] : INFO : Epoch 1822 | loss: 0.0311078 | val_loss: 0.0311643 | Time: 1724.74 ms [2022-04-06 18:15:04 main:574] : INFO : Epoch 1823 | loss: 0.0311145 | val_loss: 0.0311638 | Time: 1733.99 ms [2022-04-06 18:15:06 main:574] : INFO : Epoch 1824 | loss: 0.0311204 | val_loss: 0.031189 | Time: 1705.59 ms [2022-04-06 18:15:08 main:574] : INFO : Epoch 1825 | loss: 0.0311671 | val_loss: 0.031307 | Time: 1699.09 ms [2022-04-06 18:15:10 main:574] : INFO : Epoch 1826 | loss: 0.0377597 | val_loss: 0.0345697 | Time: 1728.19 ms [2022-04-06 18:15:11 main:574] : INFO : Epoch 1827 | loss: 0.0419064 | val_loss: 0.0318406 | Time: 1742.18 ms [2022-04-06 18:15:13 main:574] : INFO : Epoch 1828 | loss: 0.0335897 | val_loss: 0.0323047 | Time: 1967.29 ms [2022-04-06 18:15:16 main:574] : INFO : Epoch 1829 | loss: 0.0315488 | val_loss: 0.0313193 | Time: 2390.5 ms [2022-04-06 18:15:18 main:574] : INFO : Epoch 1830 | loss: 0.0312935 | val_loss: 0.0312644 | Time: 1856.37 ms [2022-04-06 18:15:19 main:574] : INFO : Epoch 1831 | loss: 0.0312544 | val_loss: 0.0312516 | Time: 1724.94 ms [2022-04-06 18:15:21 main:574] : INFO : Epoch 1832 | loss: 0.031248 | val_loss: 0.0312455 | Time: 1721.19 ms [2022-04-06 18:15:23 main:574] : INFO : Epoch 1833 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1677.48 ms [2022-04-06 18:15:24 main:574] : INFO : Epoch 1834 | loss: 0.0312444 | val_loss: 0.031243 | Time: 1747.37 ms [2022-04-06 18:15:26 main:574] : INFO : Epoch 1835 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 1710.85 ms [2022-04-06 18:15:28 main:574] : INFO : Epoch 1836 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 1724.59 ms [2022-04-06 18:15:30 main:574] : INFO : Epoch 1837 | loss: 0.0312424 | val_loss: 0.0312402 | Time: 1724.56 ms [2022-04-06 18:15:31 main:574] : INFO : Epoch 1838 | loss: 0.0312413 | val_loss: 0.0312395 | Time: 1677.48 ms [2022-04-06 18:15:33 main:574] : INFO : Epoch 1839 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 1732.24 ms [2022-04-06 18:15:35 main:574] : INFO : Epoch 1840 | loss: 0.0312401 | val_loss: 0.0312384 | Time: 1702.91 ms [2022-04-06 18:15:36 main:574] : INFO : Epoch 1841 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 1747.96 ms [2022-04-06 18:15:38 main:574] : INFO : Epoch 1842 | loss: 0.0312385 | val_loss: 0.0312364 | Time: 1719.38 ms [2022-04-06 18:15:40 main:574] : INFO : Epoch 1843 | loss: 0.0312376 | val_loss: 0.0312361 | Time: 1689.6 ms [2022-04-06 18:15:42 main:574] : INFO : Epoch 1844 | loss: 0.031237 | val_loss: 0.0312353 | Time: 1710.13 ms [2022-04-06 18:15:43 main:574] : INFO : Epoch 1845 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 1695.09 ms [2022-04-06 18:15:45 main:574] : INFO : Epoch 1846 | loss: 0.0312356 | val_loss: 0.0312342 | Time: 1700.34 ms [2022-04-06 18:15:47 main:574] : INFO : Epoch 1847 | loss: 0.0312349 | val_loss: 0.0312341 | Time: 1699.52 ms [2022-04-06 18:15:48 main:574] : INFO : Epoch 1848 | loss: 0.031234 | val_loss: 0.0312316 | Time: 1713.02 ms [2022-04-06 18:15:50 main:574] : INFO : Epoch 1849 | loss: 0.0312331 | val_loss: 0.0312314 | Time: 1757.25 ms [2022-04-06 18:15:52 main:574] : INFO : Epoch 1850 | loss: 0.0312323 | val_loss: 0.0312298 | Time: 1709.8 ms [2022-04-06 18:15:54 main:574] : INFO : Epoch 1851 | loss: 0.0312308 | val_loss: 0.0312288 | Time: 1713.58 ms [2022-04-06 18:15:55 main:574] : INFO : Epoch 1852 | loss: 0.0312301 | val_loss: 0.0312297 | Time: 1712.02 ms [2022-04-06 18:15:57 main:574] : INFO : Epoch 1853 | loss: 0.0312293 | val_loss: 0.0312266 | Time: 1716.79 ms [2022-04-06 18:15:59 main:574] : INFO : Epoch 1854 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 1696.08 ms [2022-04-06 18:16:01 main:574] : INFO : Epoch 1855 | loss: 0.0312261 | val_loss: 0.031225 | Time: 1699.68 ms [2022-04-06 18:16:02 main:574] : INFO : Epoch 1856 | loss: 0.0312249 | val_loss: 0.0312229 | Time: 1738.5 ms [2022-04-06 18:16:04 main:574] : INFO : Epoch 1857 | loss: 0.0312234 | val_loss: 0.0312217 | Time: 1753.05 ms [2022-04-06 18:16:06 main:574] : INFO : Epoch 1858 | loss: 0.0312221 | val_loss: 0.0312215 | Time: 1712.73 ms [2022-04-06 18:16:07 main:574] : INFO : Epoch 1859 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 1720.93 ms [2022-04-06 18:16:09 main:574] : INFO : Epoch 1860 | loss: 0.03122 | val_loss: 0.0312197 | Time: 1753.41 ms [2022-04-06 18:16:11 main:574] : INFO : Epoch 1861 | loss: 0.0312191 | val_loss: 0.0312178 | Time: 1651.62 ms [2022-04-06 18:16:13 main:574] : INFO : Epoch 1862 | loss: 0.0312175 | val_loss: 0.0312165 | Time: 1702.98 ms [2022-04-06 18:16:14 main:574] : INFO : Epoch 1863 | loss: 0.0312163 | val_loss: 0.0312155 | Time: 1723.72 ms [2022-04-06 18:16:16 main:574] : INFO : Epoch 1864 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 1714.41 ms [2022-04-06 18:16:18 main:574] : INFO : Epoch 1865 | loss: 0.0312144 | val_loss: 0.031214 | Time: 1721.26 ms [2022-04-06 18:16:19 main:574] : INFO : Epoch 1866 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 1702.33 ms [2022-04-06 18:16:21 main:574] : INFO : Epoch 1867 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 1716.32 ms [2022-04-06 18:16:23 main:574] : INFO : Epoch 1868 | loss: 0.0312107 | val_loss: 0.0312098 | Time: 1703.2 ms [2022-04-06 18:16:25 main:574] : INFO : Epoch 1869 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 1723.68 ms [2022-04-06 18:16:26 main:574] : INFO : Epoch 1870 | loss: 0.0312083 | val_loss: 0.0312084 | Time: 1708.78 ms [2022-04-06 18:16:28 main:574] : INFO : Epoch 1871 | loss: 0.0312078 | val_loss: 0.0312085 | Time: 1694.85 ms [2022-04-06 18:16:30 main:574] : INFO : Epoch 1872 | loss: 0.0312068 | val_loss: 0.0312066 | Time: 1722.75 ms [2022-04-06 18:16:31 main:574] : INFO : Epoch 1873 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 1689.38 ms [2022-04-06 18:16:33 main:574] : INFO : Epoch 1874 | loss: 0.0312057 | val_loss: 0.0312055 | Time: 1744.88 ms [2022-04-06 18:16:35 main:574] : INFO : Epoch 1875 | loss: 0.0312053 | val_loss: 0.0312078 | Time: 1692.04 ms [2022-04-06 18:16:37 main:574] : INFO : Epoch 1876 | loss: 0.0312039 | val_loss: 0.031204 | Time: 1686.82 ms [2022-04-06 18:16:38 main:574] : INFO : Epoch 1877 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 1736.13 ms [2022-04-06 18:16:40 main:574] : INFO : Epoch 1878 | loss: 0.0312025 | val_loss: 0.0312034 | Time: 1722.73 ms [2022-04-06 18:16:42 main:574] : INFO : Epoch 1879 | loss: 0.031202 | val_loss: 0.0312025 | Time: 1672.99 ms [2022-04-06 18:16:43 main:574] : INFO : Epoch 1880 | loss: 0.0312015 | val_loss: 0.031202 | Time: 1686.75 ms [2022-04-06 18:16:45 main:574] : INFO : Epoch 1881 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 1694.31 ms [2022-04-06 18:16:47 main:574] : INFO : Epoch 1882 | loss: 0.031201 | val_loss: 0.0312013 | Time: 1684.94 ms [2022-04-06 18:16:49 main:574] : INFO : Epoch 1883 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 1728.79 ms [2022-04-06 18:16:50 main:574] : INFO : Epoch 1884 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 1682.61 ms [2022-04-06 18:16:52 main:574] : INFO : Epoch 1885 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1710.16 ms [2022-04-06 18:16:54 main:574] : INFO : Epoch 1886 | loss: 0.0311991 | val_loss: 0.0312014 | Time: 1679.09 ms [2022-04-06 18:16:55 main:574] : INFO : Epoch 1887 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 1698.49 ms [2022-04-06 18:16:57 main:574] : INFO : Epoch 1888 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 1699.79 ms [2022-04-06 18:16:59 main:574] : INFO : Epoch 1889 | loss: 0.0311972 | val_loss: 0.031199 | Time: 1717.62 ms [2022-04-06 18:17:01 main:574] : INFO : Epoch 1890 | loss: 0.0311972 | val_loss: 0.0311978 | Time: 1717.67 ms [2022-04-06 18:17:02 main:574] : INFO : Epoch 1891 | loss: 0.0311967 | val_loss: 0.0311973 | Time: 1727.8 ms [2022-04-06 18:17:04 main:574] : INFO : Epoch 1892 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 1737.22 ms [2022-04-06 18:17:06 main:574] : INFO : Epoch 1893 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 1712.99 ms [2022-04-06 18:17:07 main:574] : INFO : Epoch 1894 | loss: 0.0311955 | val_loss: 0.0311974 | Time: 1716.06 ms [2022-04-06 18:17:09 main:574] : INFO : Epoch 1895 | loss: 0.0311958 | val_loss: 0.0311976 | Time: 1696.94 ms [2022-04-06 18:17:11 main:574] : INFO : Epoch 1896 | loss: 0.0311947 | val_loss: 0.0311961 | Time: 1742.66 ms [2022-04-06 18:17:13 main:574] : INFO : Epoch 1897 | loss: 0.0311945 | val_loss: 0.0311962 | Time: 1727.84 ms [2022-04-06 18:17:14 main:574] : INFO : Epoch 1898 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 1723.16 ms [2022-04-06 18:17:16 main:574] : INFO : Epoch 1899 | loss: 0.0311937 | val_loss: 0.0311958 | Time: 1704.93 ms [2022-04-06 18:17:18 main:574] : INFO : Epoch 1900 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 1722.8 ms [2022-04-06 18:17:20 main:574] : INFO : Epoch 1901 | loss: 0.031194 | val_loss: 0.0311956 | Time: 1735.86 ms [2022-04-06 18:17:21 main:574] : INFO : Epoch 1902 | loss: 0.0311942 | val_loss: 0.031196 | Time: 1706.33 ms [2022-04-06 18:17:23 main:574] : INFO : Epoch 1903 | loss: 0.0311929 | val_loss: 0.031195 | Time: 1751.8 ms [2022-04-06 18:17:25 main:574] : INFO : Epoch 1904 | loss: 0.0311927 | val_loss: 0.031198 | Time: 1725.65 ms [2022-04-06 18:17:26 main:574] : INFO : Epoch 1905 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 1710.71 ms [2022-04-06 18:17:28 main:574] : INFO : Epoch 1906 | loss: 0.0311928 | val_loss: 0.0311959 | Time: 1745.41 ms [2022-04-06 18:17:30 main:574] : INFO : Epoch 1907 | loss: 0.031192 | val_loss: 0.0311947 | Time: 1708.24 ms [2022-04-06 18:17:32 main:574] : INFO : Epoch 1908 | loss: 0.0311915 | val_loss: 0.0311961 | Time: 1681.37 ms [2022-04-06 18:17:33 main:574] : INFO : Epoch 1909 | loss: 0.0311925 | val_loss: 0.0311962 | Time: 1737.59 ms [2022-04-06 18:17:35 main:574] : INFO : Epoch 1910 | loss: 0.0311931 | val_loss: 0.0311966 | Time: 1699.33 ms [2022-04-06 18:17:37 main:574] : INFO : Epoch 1911 | loss: 0.0311927 | val_loss: 0.031195 | Time: 1692.68 ms [2022-04-06 18:17:38 main:574] : INFO : Epoch 1912 | loss: 0.031192 | val_loss: 0.0311963 | Time: 1689.99 ms [2022-04-06 18:17:40 main:574] : INFO : Epoch 1913 | loss: 0.0311922 | val_loss: 0.0311949 | Time: 1682.06 ms [2022-04-06 18:17:42 main:574] : INFO : Epoch 1914 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 1698.78 ms [2022-04-06 18:17:44 main:574] : INFO : Epoch 1915 | loss: 0.0311925 | val_loss: 0.0311936 | Time: 1736.6 ms [2022-04-06 18:17:45 main:574] : INFO : Epoch 1916 | loss: 0.0311916 | val_loss: 0.0311942 | Time: 1698.65 ms [2022-04-06 18:17:47 main:574] : INFO : Epoch 1917 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 1740.61 ms [2022-04-06 18:17:49 main:574] : INFO : Epoch 1918 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 1710.92 ms [2022-04-06 18:17:50 main:574] : INFO : Epoch 1919 | loss: 0.0311904 | val_loss: 0.0311946 | Time: 1685.15 ms [2022-04-06 18:17:52 main:574] : INFO : Epoch 1920 | loss: 0.0311909 | val_loss: 0.0311936 | Time: 1736.78 ms [2022-04-06 18:17:54 main:574] : INFO : Epoch 1921 | loss: 0.0311915 | val_loss: 0.0311936 | Time: 1724.06 ms [2022-04-06 18:17:56 main:574] : INFO : Epoch 1922 | loss: 0.0311947 | val_loss: 0.0311934 | Time: 1697.66 ms [2022-04-06 18:17:57 main:574] : INFO : Epoch 1923 | loss: 0.0311918 | val_loss: 0.0311928 | Time: 1668.45 ms [2022-04-06 18:17:59 main:574] : INFO : Epoch 1924 | loss: 0.0311906 | val_loss: 0.0311962 | Time: 1719.13 ms [2022-04-06 18:18:01 main:574] : INFO : Epoch 1925 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 1704.38 ms [2022-04-06 18:18:02 main:574] : INFO : Epoch 1926 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 1677.3 ms [2022-04-06 18:18:04 main:574] : INFO : Epoch 1927 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 1699.29 ms [2022-04-06 18:18:06 main:574] : INFO : Epoch 1928 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 1716.15 ms [2022-04-06 18:18:08 main:574] : INFO : Epoch 1929 | loss: 0.0311888 | val_loss: 0.0311939 | Time: 1885.25 ms [2022-04-06 18:18:10 main:574] : INFO : Epoch 1930 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 1810.93 ms [2022-04-06 18:18:11 main:574] : INFO : Epoch 1931 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 1724.63 ms [2022-04-06 18:18:13 main:574] : INFO : Epoch 1932 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 1745.32 ms [2022-04-06 18:18:15 main:574] : INFO : Epoch 1933 | loss: 0.0311897 | val_loss: 0.031193 | Time: 1771.67 ms [2022-04-06 18:18:17 main:574] : INFO : Epoch 1934 | loss: 0.0311885 | val_loss: 0.0311916 | Time: 1699.81 ms [2022-04-06 18:18:18 main:574] : INFO : Epoch 1935 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 1726.42 ms [2022-04-06 18:18:20 main:574] : INFO : Epoch 1936 | loss: 0.031188 | val_loss: 0.031193 | Time: 1727.89 ms [2022-04-06 18:18:22 main:574] : INFO : Epoch 1937 | loss: 0.0311884 | val_loss: 0.0311916 | Time: 1696.81 ms [2022-04-06 18:18:23 main:574] : INFO : Epoch 1938 | loss: 0.0311877 | val_loss: 0.0311923 | Time: 1724.74 ms [2022-04-06 18:18:25 main:574] : INFO : Epoch 1939 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 1709.6 ms [2022-04-06 18:18:27 main:574] : INFO : Epoch 1940 | loss: 0.031188 | val_loss: 0.0311899 | Time: 1711.34 ms [2022-04-06 18:18:29 main:574] : INFO : Epoch 1941 | loss: 0.031188 | val_loss: 0.031191 | Time: 1706.08 ms [2022-04-06 18:18:30 main:574] : INFO : Epoch 1942 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 1703.8 ms [2022-04-06 18:18:32 main:574] : INFO : Epoch 1943 | loss: 0.0311872 | val_loss: 0.0311955 | Time: 1741.32 ms [2022-04-06 18:18:34 main:574] : INFO : Epoch 1944 | loss: 0.0311882 | val_loss: 0.0311921 | Time: 1722.9 ms [2022-04-06 18:18:36 main:574] : INFO : Epoch 1945 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 1747 ms [2022-04-06 18:18:37 main:574] : INFO : Epoch 1946 | loss: 0.0311874 | val_loss: 0.0311917 | Time: 1711.58 ms [2022-04-06 18:18:39 main:574] : INFO : Epoch 1947 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 1698.67 ms [2022-04-06 18:18:41 main:574] : INFO : Epoch 1948 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 1757.25 ms [2022-04-06 18:18:42 main:574] : INFO : Epoch 1949 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 1694.07 ms [2022-04-06 18:18:44 main:574] : INFO : Epoch 1950 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 1735.23 ms [2022-04-06 18:18:46 main:574] : INFO : Epoch 1951 | loss: 0.0311877 | val_loss: 0.03119 | Time: 1721.94 ms [2022-04-06 18:18:48 main:574] : INFO : Epoch 1952 | loss: 0.0311885 | val_loss: 0.0311914 | Time: 1715.01 ms [2022-04-06 18:18:49 main:574] : INFO : Epoch 1953 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 1717.92 ms [2022-04-06 18:18:51 main:574] : INFO : Epoch 1954 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 1726.52 ms [2022-04-06 18:18:53 main:574] : INFO : Epoch 1955 | loss: 0.031187 | val_loss: 0.0311916 | Time: 1751.55 ms [2022-04-06 18:18:55 main:574] : INFO : Epoch 1956 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 1723.21 ms [2022-04-06 18:18:56 main:574] : INFO : Epoch 1957 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 1742.99 ms [2022-04-06 18:18:58 main:574] : INFO : Epoch 1958 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 1716.11 ms [2022-04-06 18:19:00 main:574] : INFO : Epoch 1959 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1758.1 ms [2022-04-06 18:19:02 main:574] : INFO : Epoch 1960 | loss: 0.0311896 | val_loss: 0.031192 | Time: 1739.67 ms [2022-04-06 18:19:03 main:574] : INFO : Epoch 1961 | loss: 0.0311891 | val_loss: 0.0311895 | Time: 1725.87 ms [2022-04-06 18:19:05 main:574] : INFO : Epoch 1962 | loss: 0.0311912 | val_loss: 0.0311934 | Time: 1729.39 ms [2022-04-06 18:19:07 main:574] : INFO : Epoch 1963 | loss: 0.031189 | val_loss: 0.0311927 | Time: 1732.04 ms [2022-04-06 18:19:08 main:574] : INFO : Epoch 1964 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 1712.1 ms [2022-04-06 18:19:10 main:574] : INFO : Epoch 1965 | loss: 0.0311866 | val_loss: 0.0311897 | Time: 1718.62 ms [2022-04-06 18:19:12 main:574] : INFO : Epoch 1966 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 1711.73 ms [2022-04-06 18:19:14 main:574] : INFO : Epoch 1967 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 1700.73 ms [2022-04-06 18:19:15 main:574] : INFO : Epoch 1968 | loss: 0.0311856 | val_loss: 0.031188 | Time: 1721.73 ms [2022-04-06 18:19:17 main:574] : INFO : Epoch 1969 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 1674.44 ms [2022-04-06 18:19:19 main:574] : INFO : Epoch 1970 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 1735.83 ms [2022-04-06 18:19:20 main:574] : INFO : Epoch 1971 | loss: 0.0311862 | val_loss: 0.0311878 | Time: 1712.54 ms [2022-04-06 18:19:22 main:574] : INFO : Epoch 1972 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 1715.24 ms [2022-04-06 18:19:24 main:574] : INFO : Epoch 1973 | loss: 0.0311849 | val_loss: 0.0311895 | Time: 1725.66 ms [2022-04-06 18:19:26 main:574] : INFO : Epoch 1974 | loss: 0.0311861 | val_loss: 0.0311868 | Time: 1723.78 ms [2022-04-06 18:19:27 main:574] : INFO : Epoch 1975 | loss: 0.031185 | val_loss: 0.0311868 | Time: 1718.45 ms [2022-04-06 18:19:29 main:574] : INFO : Epoch 1976 | loss: 0.0311846 | val_loss: 0.0311862 | Time: 1713.17 ms [2022-04-06 18:19:31 main:574] : INFO : Epoch 1977 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 1725.06 ms [2022-04-06 18:19:33 main:574] : INFO : Epoch 1978 | loss: 0.0311841 | val_loss: 0.0311884 | Time: 1738.46 ms [2022-04-06 18:19:34 main:574] : INFO : Epoch 1979 | loss: 0.0311857 | val_loss: 0.0311956 | Time: 1750.92 ms [2022-04-06 18:19:36 main:574] : INFO : Epoch 1980 | loss: 0.0311861 | val_loss: 0.031187 | Time: 1743.57 ms [2022-04-06 18:19:38 main:574] : INFO : Epoch 1981 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 1693.75 ms [2022-04-06 18:19:40 main:574] : INFO : Epoch 1982 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 1741.14 ms [2022-04-06 18:19:41 main:574] : INFO : Epoch 1983 | loss: 0.0311833 | val_loss: 0.0311895 | Time: 1711.97 ms [2022-04-06 18:19:43 main:574] : INFO : Epoch 1984 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 1716.7 ms [2022-04-06 18:19:45 main:574] : INFO : Epoch 1985 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 1703.93 ms [2022-04-06 18:19:46 main:574] : INFO : Epoch 1986 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 1693.17 ms [2022-04-06 18:19:48 main:574] : INFO : Epoch 1987 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 1713.07 ms [2022-04-06 18:19:50 main:574] : INFO : Epoch 1988 | loss: 0.031186 | val_loss: 0.0311851 | Time: 1752.94 ms [2022-04-06 18:19:52 main:574] : INFO : Epoch 1989 | loss: 0.0311911 | val_loss: 0.0311875 | Time: 1730.41 ms [2022-04-06 18:19:53 main:574] : INFO : Epoch 1990 | loss: 0.0311903 | val_loss: 0.0311865 | Time: 1706.05 ms [2022-04-06 18:19:55 main:574] : INFO : Epoch 1991 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 1715.83 ms [2022-04-06 18:19:57 main:574] : INFO : Epoch 1992 | loss: 0.031187 | val_loss: 0.0311839 | Time: 1728.63 ms [2022-04-06 18:19:59 main:574] : INFO : Epoch 1993 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 1726.22 ms [2022-04-06 18:20:00 main:574] : INFO : Epoch 1994 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 1697.77 ms [2022-04-06 18:20:02 main:574] : INFO : Epoch 1995 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 1715.24 ms [2022-04-06 18:20:04 main:574] : INFO : Epoch 1996 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 1692.48 ms [2022-04-06 18:20:05 main:574] : INFO : Epoch 1997 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 1773.72 ms [2022-04-06 18:20:07 main:574] : INFO : Epoch 1998 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 1705.11 ms [2022-04-06 18:20:09 main:574] : INFO : Epoch 1999 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 1712.37 ms [2022-04-06 18:20:11 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.031187 | Time: 1704.93 ms [2022-04-06 18:20:12 main:574] : INFO : Epoch 2001 | loss: 0.0311828 | val_loss: 0.031185 | Time: 1724.45 ms [2022-04-06 18:20:14 main:574] : INFO : Epoch 2002 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 1675.35 ms [2022-04-06 18:20:16 main:574] : INFO : Epoch 2003 | loss: 0.0311788 | val_loss: 0.031177 | Time: 1704 ms [2022-04-06 18:20:17 main:574] : INFO : Epoch 2004 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 1721.24 ms [2022-04-06 18:20:19 main:574] : INFO : Epoch 2005 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 1719.09 ms [2022-04-06 18:20:21 main:574] : INFO : Epoch 2006 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1825.44 ms [2022-04-06 18:20:23 main:574] : INFO : Epoch 2007 | loss: 0.031175 | val_loss: 0.031179 | Time: 1772.82 ms [2022-04-06 18:20:25 main:574] : INFO : Epoch 2008 | loss: 0.0311733 | val_loss: 0.0311744 | Time: 1754.64 ms [2022-04-06 18:20:26 main:574] : INFO : Epoch 2009 | loss: 0.0311719 | val_loss: 0.031174 | Time: 1786.73 ms [2022-04-06 18:20:28 main:574] : INFO : Epoch 2010 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 1775.35 ms [2022-04-06 18:20:30 main:574] : INFO : Epoch 2011 | loss: 0.0311719 | val_loss: 0.031175 | Time: 1733.27 ms [2022-04-06 18:20:32 main:574] : INFO : Epoch 2012 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 1748.71 ms [2022-04-06 18:20:33 main:574] : INFO : Epoch 2013 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1763.24 ms [2022-04-06 18:20:35 main:574] : INFO : Epoch 2014 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 1670.84 ms [2022-04-06 18:20:37 main:574] : INFO : Epoch 2015 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 1737.1 ms [2022-04-06 18:20:39 main:574] : INFO : Epoch 2016 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 1759.23 ms [2022-04-06 18:20:40 main:574] : INFO : Epoch 2017 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 1763.49 ms [2022-04-06 18:20:42 main:574] : INFO : Epoch 2018 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 1753.09 ms [2022-04-06 18:20:44 main:574] : INFO : Epoch 2019 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 1743.56 ms [2022-04-06 18:20:46 main:574] : INFO : Epoch 2020 | loss: 0.031169 | val_loss: 0.0311736 | Time: 1758.6 ms [2022-04-06 18:20:47 main:574] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 1803.92 ms [2022-04-06 18:20:49 main:574] : INFO : Epoch 2022 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 1773.57 ms [2022-04-06 18:20:51 main:574] : INFO : Epoch 2023 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 1775.39 ms [2022-04-06 18:20:53 main:574] : INFO : Epoch 2024 | loss: 0.0311682 | val_loss: 0.031175 | Time: 1747.91 ms [2022-04-06 18:20:54 main:574] : INFO : Epoch 2025 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 1774.14 ms [2022-04-06 18:20:56 main:574] : INFO : Epoch 2026 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 1750.56 ms [2022-04-06 18:20:58 main:574] : INFO : Epoch 2027 | loss: 0.031168 | val_loss: 0.0311753 | Time: 1753.2 ms [2022-04-06 18:21:00 main:574] : INFO : Epoch 2028 | loss: 0.0311669 | val_loss: 0.031173 | Time: 1764.13 ms [2022-04-06 18:21:02 main:574] : INFO : Epoch 2029 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 1761.73 ms [2022-04-06 18:21:03 main:574] : INFO : Epoch 2030 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 1743.75 ms [2022-04-06 18:21:05 main:574] : INFO : Epoch 2031 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 1757.33 ms [2022-04-06 18:21:07 main:574] : INFO : Epoch 2032 | loss: 0.031172 | val_loss: 0.0311855 | Time: 1791.7 ms [2022-04-06 18:21:09 main:574] : INFO : Epoch 2033 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1732.64 ms [2022-04-06 18:21:10 main:574] : INFO : Epoch 2034 | loss: 0.0311698 | val_loss: 0.031184 | Time: 1769.41 ms [2022-04-06 18:21:12 main:574] : INFO : Epoch 2035 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 1775.71 ms [2022-04-06 18:21:14 main:574] : INFO : Epoch 2036 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 1736.95 ms [2022-04-06 18:21:16 main:574] : INFO : Epoch 2037 | loss: 0.0311678 | val_loss: 0.031173 | Time: 1762.46 ms [2022-04-06 18:21:17 main:574] : INFO : Epoch 2038 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 1759.29 ms [2022-04-06 18:21:19 main:574] : INFO : Epoch 2039 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 1742.75 ms [2022-04-06 18:21:21 main:574] : INFO : Epoch 2040 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 1777.95 ms [2022-04-06 18:21:23 main:574] : INFO : Epoch 2041 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 1739.9 ms [2022-04-06 18:21:24 main:574] : INFO : Epoch 2042 | loss: 0.0311649 | val_loss: 0.031172 | Time: 1763.14 ms [2022-04-06 18:21:26 main:574] : INFO : Epoch 2043 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 1759.06 ms [2022-04-06 18:21:28 main:574] : INFO : Epoch 2044 | loss: 0.0311636 | val_loss: 0.0311717 | Time: 1756.19 ms [2022-04-06 18:21:30 main:574] : INFO : Epoch 2045 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 1770.61 ms [2022-04-06 18:21:32 main:574] : INFO : Epoch 2046 | loss: 0.0311648 | val_loss: 0.0311753 | Time: 1738.52 ms [2022-04-06 18:21:33 main:574] : INFO : Epoch 2047 | loss: 0.031165 | val_loss: 0.0311723 | Time: 1762.96 ms [2022-04-06 18:21:35 main:574] : INFO : Epoch 2048 | loss: 0.0311656 | val_loss: 0.0311756 | Time: 1773.06 ms [2022-04-06 18:21:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311756 [2022-04-06 18:21:35 main:603] : INFO : Saving end state to config to file [2022-04-06 18:21:35 main:608] : INFO : Success, exiting.. 18:21:35 (6436): 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)