Task 13740937
| Name | ParityModified-1647047186-8675-2-0_0 |
| Workunit | 10828687 |
| Created | 25 Mar 2022, 5:42:23 UTC |
| Sent | 31 Mar 2022, 1:02:43 UTC |
| Report deadline | 8 Apr 2022, 1:02:43 UTC |
| Received | 31 Mar 2022, 3:29:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21009 |
| Run time | 59 min 17 sec |
| CPU time | 58 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311089 | val_loss: 0.0311606 | Time: 1731.72 ms
[2022-03-31 10:12:25 main:574] : INFO : Epoch 1543 | loss: 0.0311088 | val_loss: 0.031165 | Time: 1728.32 ms
[2022-03-31 10:12:27 main:574] : INFO : Epoch 1544 | loss: 0.031103 | val_loss: 0.0311748 | Time: 1760.11 ms
[2022-03-31 10:12:29 main:574] : INFO : Epoch 1545 | loss: 0.0311001 | val_loss: 0.0311609 | Time: 1793.49 ms
[2022-03-31 10:12:31 main:574] : INFO : Epoch 1546 | loss: 0.0311154 | val_loss: 0.0311638 | Time: 1789.06 ms
[2022-03-31 10:12:33 main:574] : INFO : Epoch 1547 | loss: 0.0311197 | val_loss: 0.0311629 | Time: 1723.98 ms
[2022-03-31 10:12:34 main:574] : INFO : Epoch 1548 | loss: 0.031118 | val_loss: 0.03116 | Time: 1743.99 ms
[2022-03-31 10:12:36 main:574] : INFO : Epoch 1549 | loss: 0.0311143 | val_loss: 0.0311635 | Time: 1762.29 ms
[2022-03-31 10:12:38 main:574] : INFO : Epoch 1550 | loss: 0.0311134 | val_loss: 0.0311628 | Time: 1757.54 ms
[2022-03-31 10:12:40 main:574] : INFO : Epoch 1551 | loss: 0.0311123 | val_loss: 0.0311613 | Time: 1706.58 ms
[2022-03-31 10:12:41 main:574] : INFO : Epoch 1552 | loss: 0.0311136 | val_loss: 0.0311615 | Time: 1724.59 ms
[2022-03-31 10:12:43 main:574] : INFO : Epoch 1553 | loss: 0.0311111 | val_loss: 0.0311635 | Time: 1745.19 ms
[2022-03-31 10:12:45 main:574] : INFO : Epoch 1554 | loss: 0.0311091 | val_loss: 0.0311663 | Time: 1779.28 ms
[2022-03-31 10:12:47 main:574] : INFO : Epoch 1555 | loss: 0.0311074 | val_loss: 0.0311758 | Time: 1792.52 ms
[2022-03-31 10:12:48 main:574] : INFO : Epoch 1556 | loss: 0.0311078 | val_loss: 0.0311738 | Time: 1723.43 ms
[2022-03-31 10:12:50 main:574] : INFO : Epoch 1557 | loss: 0.0311062 | val_loss: 0.0311616 | Time: 1702.65 ms
[2022-03-31 10:12:52 main:574] : INFO : Epoch 1558 | loss: 0.0311086 | val_loss: 0.0311607 | Time: 1720.76 ms
[2022-03-31 10:12:53 main:574] : INFO : Epoch 1559 | loss: 0.0311073 | val_loss: 0.0311647 | Time: 1728.55 ms
[2022-03-31 10:12:55 main:574] : INFO : Epoch 1560 | loss: 0.0311066 | val_loss: 0.0311629 | Time: 1728 ms
[2022-03-31 10:12:57 main:574] : INFO : Epoch 1561 | loss: 0.0311093 | val_loss: 0.0311702 | Time: 1722.72 ms
[2022-03-31 10:12:59 main:574] : INFO : Epoch 1562 | loss: 0.0311057 | val_loss: 0.0311577 | Time: 1726.92 ms
[2022-03-31 10:13:00 main:574] : INFO : Epoch 1563 | loss: 0.0311014 | val_loss: 0.0311674 | Time: 1718.28 ms
[2022-03-31 10:13:02 main:574] : INFO : Epoch 1564 | loss: 0.0311059 | val_loss: 0.0311688 | Time: 1744.53 ms
[2022-03-31 10:13:04 main:574] : INFO : Epoch 1565 | loss: 0.0311051 | val_loss: 0.0311612 | Time: 1687.16 ms
[2022-03-31 10:13:06 main:574] : INFO : Epoch 1566 | loss: 0.0311027 | val_loss: 0.0311638 | Time: 1742.68 ms
[2022-03-31 10:13:07 main:574] : INFO : Epoch 1567 | loss: 0.0311054 | val_loss: 0.0311684 | Time: 1865.42 ms
[2022-03-31 10:13:09 main:574] : INFO : Epoch 1568 | loss: 0.0311092 | val_loss: 0.0311655 | Time: 1874.69 ms
[2022-03-31 10:13:11 main:574] : INFO : Epoch 1569 | loss: 0.0311113 | val_loss: 0.0311608 | Time: 1828.2 ms
[2022-03-31 10:13:13 main:574] : INFO : Epoch 1570 | loss: 0.0311061 | val_loss: 0.0311622 | Time: 1738.56 ms
[2022-03-31 10:13:15 main:574] : INFO : Epoch 1571 | loss: 0.0311043 | val_loss: 0.0311699 | Time: 1777.03 ms
[2022-03-31 10:13:17 main:574] : INFO : Epoch 1572 | loss: 0.0311124 | val_loss: 0.0311664 | Time: 1804.36 ms
[2022-03-31 10:13:18 main:574] : INFO : Epoch 1573 | loss: 0.0311076 | val_loss: 0.0311635 | Time: 1880.94 ms
[2022-03-31 10:13:20 main:574] : INFO : Epoch 1574 | loss: 0.0311058 | val_loss: 0.0311634 | Time: 1808.55 ms
[2022-03-31 10:13:22 main:574] : INFO : Epoch 1575 | loss: 0.031116 | val_loss: 0.0311587 | Time: 1747.33 ms
[2022-03-31 10:13:24 main:574] : INFO : Epoch 1576 | loss: 0.0311141 | val_loss: 0.0311592 | Time: 1762.52 ms
[2022-03-31 10:13:26 main:574] : INFO : Epoch 1577 | loss: 0.0311084 | val_loss: 0.031164 | Time: 1816.72 ms
[2022-03-31 10:13:27 main:574] : INFO : Epoch 1578 | loss: 0.0311085 | val_loss: 0.0311631 | Time: 1809.74 ms
[2022-03-31 10:13:29 main:574] : INFO : Epoch 1579 | loss: 0.0311077 | val_loss: 0.0311583 | Time: 1712.73 ms
[2022-03-31 10:13:31 main:574] : INFO : Epoch 1580 | loss: 0.0311065 | val_loss: 0.0311635 | Time: 1754.58 ms
[2022-03-31 10:13:33 main:574] : INFO : Epoch 1581 | loss: 0.0311043 | val_loss: 0.031166 | Time: 1755.38 ms
[2022-03-31 10:13:34 main:574] : INFO : Epoch 1582 | loss: 0.0311061 | val_loss: 0.031168 | Time: 1763.39 ms
[2022-03-31 10:13:36 main:574] : INFO : Epoch 1583 | loss: 0.0311046 | val_loss: 0.0311619 | Time: 1772.93 ms
[2022-03-31 10:13:38 main:574] : INFO : Epoch 1584 | loss: 0.031103 | val_loss: 0.0311639 | Time: 1754.36 ms
[2022-03-31 10:13:40 main:574] : INFO : Epoch 1585 | loss: 0.0311021 | val_loss: 0.0311706 | Time: 1778.96 ms
[2022-03-31 10:13:41 main:574] : INFO : Epoch 1586 | loss: 0.0311053 | val_loss: 0.0311632 | Time: 1763.75 ms
[2022-03-31 10:13:43 main:574] : INFO : Epoch 1587 | loss: 0.0311057 | val_loss: 0.0311648 | Time: 1737.92 ms
[2022-03-31 10:13:45 main:574] : INFO : Epoch 1588 | loss: 0.0311039 | val_loss: 0.0311716 | Time: 1850.13 ms
[2022-03-31 10:13:47 main:574] : INFO : Epoch 1589 | loss: 0.0311038 | val_loss: 0.0311594 | Time: 1769.09 ms
[2022-03-31 10:13:49 main:574] : INFO : Epoch 1590 | loss: 0.0311008 | val_loss: 0.0311613 | Time: 1715.13 ms
[2022-03-31 10:13:50 main:574] : INFO : Epoch 1591 | loss: 0.0311016 | val_loss: 0.0311661 | Time: 1768.95 ms
[2022-03-31 10:13:52 main:574] : INFO : Epoch 1592 | loss: 0.0311022 | val_loss: 0.0311692 | Time: 1914.13 ms
[2022-03-31 10:13:54 main:574] : INFO : Epoch 1593 | loss: 0.0311009 | val_loss: 0.031162 | Time: 1753.11 ms
[2022-03-31 10:13:56 main:574] : INFO : Epoch 1594 | loss: 0.0310991 | val_loss: 0.0311733 | Time: 1794.53 ms
[2022-03-31 10:13:58 main:574] : INFO : Epoch 1595 | loss: 0.0311017 | val_loss: 0.0311709 | Time: 1734.66 ms
[2022-03-31 10:13:59 main:574] : INFO : Epoch 1596 | loss: 0.0310981 | val_loss: 0.0311674 | Time: 1699.49 ms
[2022-03-31 10:14:01 main:574] : INFO : Epoch 1597 | loss: 0.0311056 | val_loss: 0.0311675 | Time: 1721.26 ms
[2022-03-31 10:14:03 main:574] : INFO : Epoch 1598 | loss: 0.0311187 | val_loss: 0.0311603 | Time: 1742.94 ms
[2022-03-31 10:14:04 main:574] : INFO : Epoch 1599 | loss: 0.0311241 | val_loss: 0.0311599 | Time: 1698.06 ms
[2022-03-31 10:14:06 main:574] : INFO : Epoch 1600 | loss: 0.0311242 | val_loss: 0.0311597 | Time: 1693.03 ms
[2022-03-31 10:14:08 main:574] : INFO : Epoch 1601 | loss: 0.0311219 | val_loss: 0.0311622 | Time: 1726.08 ms
[2022-03-31 10:14:10 main:574] : INFO : Epoch 1602 | loss: 0.031114 | val_loss: 0.0311683 | Time: 1741.34 ms
[2022-03-31 10:14:11 main:574] : INFO : Epoch 1603 | loss: 0.0311115 | val_loss: 0.0311639 | Time: 1711.53 ms
[2022-03-31 10:14:13 main:574] : INFO : Epoch 1604 | loss: 0.0311113 | val_loss: 0.0311654 | Time: 1717.54 ms
[2022-03-31 10:14:15 main:574] : INFO : Epoch 1605 | loss: 0.0311117 | val_loss: 0.0311676 | Time: 1730.59 ms
[2022-03-31 10:14:16 main:574] : INFO : Epoch 1606 | loss: 0.0311092 | val_loss: 0.0311674 | Time: 1720.89 ms
[2022-03-31 10:14:18 main:574] : INFO : Epoch 1607 | loss: 0.0311079 | val_loss: 0.0311623 | Time: 1723.36 ms
[2022-03-31 10:14:20 main:574] : INFO : Epoch 1608 | loss: 0.031107 | val_loss: 0.0311704 | Time: 1718.9 ms
[2022-03-31 10:14:22 main:574] : INFO : Epoch 1609 | loss: 0.0311061 | val_loss: 0.0311637 | Time: 1760.38 ms
[2022-03-31 10:14:23 main:574] : INFO : Epoch 1610 | loss: 0.0311063 | val_loss: 0.0311665 | Time: 1703.93 ms
[2022-03-31 10:14:25 main:574] : INFO : Epoch 1611 | loss: 0.0311068 | val_loss: 0.0311683 | Time: 1705.03 ms
[2022-03-31 10:14:27 main:574] : INFO : Epoch 1612 | loss: 0.0311061 | val_loss: 0.0311609 | Time: 1771.01 ms
[2022-03-31 10:14:29 main:574] : INFO : Epoch 1613 | loss: 0.0311136 | val_loss: 0.0311632 | Time: 1764.4 ms
[2022-03-31 10:14:30 main:574] : INFO : Epoch 1614 | loss: 0.0311126 | val_loss: 0.0311681 | Time: 1708.48 ms
[2022-03-31 10:14:32 main:574] : INFO : Epoch 1615 | loss: 0.031121 | val_loss: 0.0311581 | Time: 1754.21 ms
[2022-03-31 10:14:34 main:574] : INFO : Epoch 1616 | loss: 0.0311245 | val_loss: 0.0311652 | Time: 1734.27 ms
[2022-03-31 10:14:36 main:574] : INFO : Epoch 1617 | loss: 0.031119 | val_loss: 0.0311655 | Time: 1724.03 ms
[2022-03-31 10:14:37 main:574] : INFO : Epoch 1618 | loss: 0.0311152 | val_loss: 0.0311619 | Time: 1716.99 ms
[2022-03-31 10:14:39 main:574] : INFO : Epoch 1619 | loss: 0.0311131 | val_loss: 0.0311642 | Time: 1730.11 ms
[2022-03-31 10:14:41 main:574] : INFO : Epoch 1620 | loss: 0.0311101 | val_loss: 0.0311665 | Time: 1832.57 ms
[2022-03-31 10:14:43 main:574] : INFO : Epoch 1621 | loss: 0.0311098 | val_loss: 0.0311671 | Time: 1712.84 ms
[2022-03-31 10:14:44 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.031167 | Time: 1700.54 ms
[2022-03-31 10:14:46 main:574] : INFO : Epoch 1623 | loss: 0.0311078 | val_loss: 0.0311648 | Time: 1729.66 ms
[2022-03-31 10:14:48 main:574] : INFO : Epoch 1624 | loss: 0.0311086 | val_loss: 0.0311581 | Time: 1730.97 ms
[2022-03-31 10:14:50 main:574] : INFO : Epoch 1625 | loss: 0.0311115 | val_loss: 0.0311626 | Time: 1733.34 ms
[2022-03-31 10:14:51 main:574] : INFO : Epoch 1626 | loss: 0.0311104 | val_loss: 0.0311653 | Time: 1747.77 ms
[2022-03-31 10:14:53 main:574] : INFO : Epoch 1627 | loss: 0.0311159 | val_loss: 0.0311645 | Time: 1759.87 ms
[2022-03-31 10:14:55 main:574] : INFO : Epoch 1628 | loss: 0.0311178 | val_loss: 0.0311592 | Time: 1803.46 ms
[2022-03-31 10:14:57 main:574] : INFO : Epoch 1629 | loss: 0.031107 | val_loss: 0.0311578 | Time: 1743.69 ms
[2022-03-31 10:14:58 main:574] : INFO : Epoch 1630 | loss: 0.0311074 | val_loss: 0.03116 | Time: 1784.18 ms
[2022-03-31 10:15:00 main:574] : INFO : Epoch 1631 | loss: 0.0311129 | val_loss: 0.0311562 | Time: 1743.95 ms
[2022-03-31 10:15:02 main:574] : INFO : Epoch 1632 | loss: 0.0311174 | val_loss: 0.0311573 | Time: 1717.43 ms
[2022-03-31 10:15:04 main:574] : INFO : Epoch 1633 | loss: 0.0311136 | val_loss: 0.031161 | Time: 1737.22 ms
[2022-03-31 10:15:05 main:574] : INFO : Epoch 1634 | loss: 0.0311109 | val_loss: 0.0311568 | Time: 1749.46 ms
[2022-03-31 10:15:07 main:574] : INFO : Epoch 1635 | loss: 0.0311076 | val_loss: 0.0311605 | Time: 1713.54 ms
[2022-03-31 10:15:09 main:574] : INFO : Epoch 1636 | loss: 0.0311065 | val_loss: 0.0311666 | Time: 1756.79 ms
[2022-03-31 10:15:11 main:574] : INFO : Epoch 1637 | loss: 0.0311045 | val_loss: 0.0311592 | Time: 1776.62 ms
[2022-03-31 10:15:12 main:574] : INFO : Epoch 1638 | loss: 0.0311033 | val_loss: 0.0311665 | Time: 1746.6 ms
[2022-03-31 10:15:14 main:574] : INFO : Epoch 1639 | loss: 0.0311026 | val_loss: 0.0311598 | Time: 1757.71 ms
[2022-03-31 10:15:16 main:574] : INFO : Epoch 1640 | loss: 0.0311056 | val_loss: 0.0311641 | Time: 1734.65 ms
[2022-03-31 10:15:18 main:574] : INFO : Epoch 1641 | loss: 0.0311024 | val_loss: 0.0311673 | Time: 1774.3 ms
[2022-03-31 10:15:19 main:574] : INFO : Epoch 1642 | loss: 0.0311019 | val_loss: 0.0311635 | Time: 1724.81 ms
[2022-03-31 10:15:21 main:574] : INFO : Epoch 1643 | loss: 0.0311008 | val_loss: 0.0311608 | Time: 1756.93 ms
[2022-03-31 10:15:23 main:574] : INFO : Epoch 1644 | loss: 0.0311006 | val_loss: 0.0311628 | Time: 1732.29 ms
[2022-03-31 10:15:25 main:574] : INFO : Epoch 1645 | loss: 0.0310982 | val_loss: 0.03116 | Time: 1764.12 ms
[2022-03-31 10:15:26 main:574] : INFO : Epoch 1646 | loss: 0.0311002 | val_loss: 0.0311629 | Time: 1732.99 ms
[2022-03-31 10:15:28 main:574] : INFO : Epoch 1647 | loss: 0.0311028 | val_loss: 0.031166 | Time: 1741.96 ms
[2022-03-31 10:15:30 main:574] : INFO : Epoch 1648 | loss: 0.0310997 | val_loss: 0.0311641 | Time: 1704.01 ms
[2022-03-31 10:15:32 main:574] : INFO : Epoch 1649 | loss: 0.0311022 | val_loss: 0.0311644 | Time: 1728.3 ms
[2022-03-31 10:15:33 main:574] : INFO : Epoch 1650 | loss: 0.0311146 | val_loss: 0.0311661 | Time: 1738.93 ms
[2022-03-31 10:15:35 main:574] : INFO : Epoch 1651 | loss: 0.0311156 | val_loss: 0.0311605 | Time: 1707.47 ms
[2022-03-31 10:15:37 main:574] : INFO : Epoch 1652 | loss: 0.0311152 | val_loss: 0.0311769 | Time: 1710.95 ms
[2022-03-31 10:15:38 main:574] : INFO : Epoch 1653 | loss: 0.0311093 | val_loss: 0.0311647 | Time: 1726.55 ms
[2022-03-31 10:15:40 main:574] : INFO : Epoch 1654 | loss: 0.0311032 | val_loss: 0.031164 | Time: 1762.34 ms
[2022-03-31 10:15:42 main:574] : INFO : Epoch 1655 | loss: 0.0311047 | val_loss: 0.0311612 | Time: 1721.69 ms
[2022-03-31 10:15:44 main:574] : INFO : Epoch 1656 | loss: 0.0310993 | val_loss: 0.0311657 | Time: 1735.87 ms
[2022-03-31 10:15:45 main:574] : INFO : Epoch 1657 | loss: 0.0310968 | val_loss: 0.0311623 | Time: 1715.09 ms
[2022-03-31 10:15:47 main:574] : INFO : Epoch 1658 | loss: 0.031096 | val_loss: 0.0311627 | Time: 1750.05 ms
[2022-03-31 10:15:49 main:574] : INFO : Epoch 1659 | loss: 0.0310982 | val_loss: 0.0311696 | Time: 1710.27 ms
[2022-03-31 10:15:51 main:574] : INFO : Epoch 1660 | loss: 0.0310956 | val_loss: 0.0311627 | Time: 1736.45 ms
[2022-03-31 10:15:52 main:574] : INFO : Epoch 1661 | loss: 0.0310961 | val_loss: 0.0311644 | Time: 1741.24 ms
[2022-03-31 10:15:54 main:574] : INFO : Epoch 1662 | loss: 0.0310985 | val_loss: 0.0311609 | Time: 1727.96 ms
[2022-03-31 10:15:56 main:574] : INFO : Epoch 1663 | loss: 0.0310987 | val_loss: 0.031164 | Time: 1730.08 ms
[2022-03-31 10:15:58 main:574] : INFO : Epoch 1664 | loss: 0.0311003 | val_loss: 0.0311658 | Time: 1755.59 ms
[2022-03-31 10:15:59 main:574] : INFO : Epoch 1665 | loss: 0.0311019 | val_loss: 0.0311691 | Time: 1851.48 ms
[2022-03-31 10:16:01 main:574] : INFO : Epoch 1666 | loss: 0.031103 | val_loss: 0.03117 | Time: 1735.26 ms
[2022-03-31 10:16:03 main:574] : INFO : Epoch 1667 | loss: 0.0311031 | val_loss: 0.0311612 | Time: 1755.73 ms
[2022-03-31 10:16:05 main:574] : INFO : Epoch 1668 | loss: 0.0310985 | val_loss: 0.0311728 | Time: 1730.18 ms
[2022-03-31 10:16:07 main:574] : INFO : Epoch 1669 | loss: 0.0310972 | val_loss: 0.0311678 | Time: 1818.73 ms
[2022-03-31 10:16:08 main:574] : INFO : Epoch 1670 | loss: 0.0311002 | val_loss: 0.0311607 | Time: 1740.18 ms
[2022-03-31 10:16:10 main:574] : INFO : Epoch 1671 | loss: 0.0311017 | val_loss: 0.0311603 | Time: 1761.43 ms
[2022-03-31 10:16:12 main:574] : INFO : Epoch 1672 | loss: 0.0311001 | val_loss: 0.0311657 | Time: 1710.04 ms
[2022-03-31 10:16:13 main:574] : INFO : Epoch 1673 | loss: 0.0310978 | val_loss: 0.0311631 | Time: 1730.19 ms
[2022-03-31 10:16:15 main:574] : INFO : Epoch 1674 | loss: 0.0310958 | val_loss: 0.0311692 | Time: 1742.23 ms
[2022-03-31 10:16:17 main:574] : INFO : Epoch 1675 | loss: 0.0310985 | val_loss: 0.0311679 | Time: 1746.71 ms
[2022-03-31 10:16:19 main:574] : INFO : Epoch 1676 | loss: 0.0311027 | val_loss: 0.0311674 | Time: 1732.71 ms
[2022-03-31 10:16:20 main:574] : INFO : Epoch 1677 | loss: 0.0311008 | val_loss: 0.0311607 | Time: 1787.38 ms
[2022-03-31 10:16:22 main:574] : INFO : Epoch 1678 | loss: 0.0311008 | val_loss: 0.0311722 | Time: 1731.47 ms
[2022-03-31 10:16:24 main:574] : INFO : Epoch 1679 | loss: 0.0311013 | val_loss: 0.0311644 | Time: 1755.24 ms
[2022-03-31 10:16:26 main:574] : INFO : Epoch 1680 | loss: 0.0311 | val_loss: 0.0311664 | Time: 1751.72 ms
[2022-03-31 10:16:27 main:574] : INFO : Epoch 1681 | loss: 0.0311004 | val_loss: 0.0311617 | Time: 1724.27 ms
[2022-03-31 10:16:29 main:574] : INFO : Epoch 1682 | loss: 0.0311025 | val_loss: 0.0311625 | Time: 1710.56 ms
[2022-03-31 10:16:31 main:574] : INFO : Epoch 1683 | loss: 0.0310985 | val_loss: 0.0311717 | Time: 1747.67 ms
[2022-03-31 10:16:33 main:574] : INFO : Epoch 1684 | loss: 0.0310978 | val_loss: 0.0311761 | Time: 1733.79 ms
[2022-03-31 10:16:34 main:574] : INFO : Epoch 1685 | loss: 0.0310972 | val_loss: 0.0311725 | Time: 1737.35 ms
[2022-03-31 10:16:36 main:574] : INFO : Epoch 1686 | loss: 0.0310934 | val_loss: 0.0311662 | Time: 1714.24 ms
[2022-03-31 10:16:38 main:574] : INFO : Epoch 1687 | loss: 0.0310938 | val_loss: 0.0311708 | Time: 1747.35 ms
[2022-03-31 10:16:40 main:574] : INFO : Epoch 1688 | loss: 0.0310961 | val_loss: 0.031166 | Time: 1708.75 ms
[2022-03-31 10:16:41 main:574] : INFO : Epoch 1689 | loss: 0.0310936 | val_loss: 0.0311686 | Time: 1696.22 ms
[2022-03-31 10:16:43 main:574] : INFO : Epoch 1690 | loss: 0.0310922 | val_loss: 0.0311649 | Time: 1816.97 ms
[2022-03-31 10:16:45 main:574] : INFO : Epoch 1691 | loss: 0.0310933 | val_loss: 0.031172 | Time: 1741.03 ms
[2022-03-31 10:16:47 main:574] : INFO : Epoch 1692 | loss: 0.0310958 | val_loss: 0.0311647 | Time: 1727.85 ms
[2022-03-31 10:16:48 main:574] : INFO : Epoch 1693 | loss: 0.0310972 | val_loss: 0.0311684 | Time: 1702.73 ms
[2022-03-31 10:16:50 main:574] : INFO : Epoch 1694 | loss: 0.0311031 | val_loss: 0.0311593 | Time: 1710.87 ms
[2022-03-31 10:16:52 main:574] : INFO : Epoch 1695 | loss: 0.031103 | val_loss: 0.0311625 | Time: 1720.23 ms
[2022-03-31 10:16:54 main:574] : INFO : Epoch 1696 | loss: 0.031099 | val_loss: 0.031163 | Time: 1751.54 ms
[2022-03-31 10:16:55 main:574] : INFO : Epoch 1697 | loss: 0.0311009 | val_loss: 0.0311654 | Time: 1704.91 ms
[2022-03-31 10:16:57 main:574] : INFO : Epoch 1698 | loss: 0.0310959 | val_loss: 0.0311711 | Time: 1713.34 ms
[2022-03-31 10:16:59 main:574] : INFO : Epoch 1699 | loss: 0.0310945 | val_loss: 0.0311731 | Time: 1721.14 ms
[2022-03-31 10:17:00 main:574] : INFO : Epoch 1700 | loss: 0.0310941 | val_loss: 0.0311678 | Time: 1729.25 ms
[2022-03-31 10:17:02 main:574] : INFO : Epoch 1701 | loss: 0.0310925 | val_loss: 0.0311679 | Time: 1704.76 ms
[2022-03-31 10:17:04 main:574] : INFO : Epoch 1702 | loss: 0.0310935 | val_loss: 0.0311752 | Time: 1751.62 ms
[2022-03-31 10:17:06 main:574] : INFO : Epoch 1703 | loss: 0.0310962 | val_loss: 0.0311671 | Time: 1726.37 ms
[2022-03-31 10:17:07 main:574] : INFO : Epoch 1704 | loss: 0.031097 | val_loss: 0.0311757 | Time: 1726.8 ms
[2022-03-31 10:17:09 main:574] : INFO : Epoch 1705 | loss: 0.0310971 | val_loss: 0.0311675 | Time: 1724.65 ms
[2022-03-31 10:17:11 main:574] : INFO : Epoch 1706 | loss: 0.0311047 | val_loss: 0.0311688 | Time: 1735.59 ms
[2022-03-31 10:17:13 main:574] : INFO : Epoch 1707 | loss: 0.0311426 | val_loss: 0.0311659 | Time: 1785.57 ms
[2022-03-31 10:17:14 main:574] : INFO : Epoch 1708 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 1737.05 ms
[2022-03-31 10:17:16 main:574] : INFO : Epoch 1709 | loss: 0.0311409 | val_loss: 0.0311616 | Time: 1711.38 ms
[2022-03-31 10:17:18 main:574] : INFO : Epoch 1710 | loss: 0.0311375 | val_loss: 0.0311622 | Time: 1713.55 ms
[2022-03-31 10:17:19 main:574] : INFO : Epoch 1711 | loss: 0.0311324 | val_loss: 0.0311609 | Time: 1728.56 ms
[2022-03-31 10:17:21 main:574] : INFO : Epoch 1712 | loss: 0.0311322 | val_loss: 0.0311599 | Time: 1733.15 ms
[2022-03-31 10:17:23 main:574] : INFO : Epoch 1713 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 1707.89 ms
[2022-03-31 10:17:25 main:574] : INFO : Epoch 1714 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 1696.96 ms
[2022-03-31 10:17:26 main:574] : INFO : Epoch 1715 | loss: 0.0311277 | val_loss: 0.0311619 | Time: 1737.86 ms
[2022-03-31 10:17:28 main:574] : INFO : Epoch 1716 | loss: 0.0311278 | val_loss: 0.0311663 | Time: 1723.46 ms
[2022-03-31 10:17:30 main:574] : INFO : Epoch 1717 | loss: 0.0311279 | val_loss: 0.0311576 | Time: 1725.8 ms
[2022-03-31 10:17:32 main:574] : INFO : Epoch 1718 | loss: 0.0311262 | val_loss: 0.0311668 | Time: 1711.96 ms
[2022-03-31 10:17:33 main:574] : INFO : Epoch 1719 | loss: 0.0311259 | val_loss: 0.0311619 | Time: 1739.9 ms
[2022-03-31 10:17:35 main:574] : INFO : Epoch 1720 | loss: 0.0311227 | val_loss: 0.0311658 | Time: 1714.29 ms
[2022-03-31 10:17:37 main:574] : INFO : Epoch 1721 | loss: 0.0311239 | val_loss: 0.0311664 | Time: 1728.08 ms
[2022-03-31 10:17:39 main:574] : INFO : Epoch 1722 | loss: 0.0311216 | val_loss: 0.0311679 | Time: 1736.66 ms
[2022-03-31 10:17:40 main:574] : INFO : Epoch 1723 | loss: 0.0311209 | val_loss: 0.0311625 | Time: 1745.74 ms
[2022-03-31 10:17:42 main:574] : INFO : Epoch 1724 | loss: 0.0311193 | val_loss: 0.0311761 | Time: 1702.63 ms
[2022-03-31 10:17:44 main:574] : INFO : Epoch 1725 | loss: 0.0311223 | val_loss: 0.0311661 | Time: 1723.96 ms
[2022-03-31 10:17:46 main:574] : INFO : Epoch 1726 | loss: 0.0311231 | val_loss: 0.0311599 | Time: 1746.36 ms
[2022-03-31 10:17:47 main:574] : INFO : Epoch 1727 | loss: 0.0311254 | val_loss: 0.0311613 | Time: 1776.84 ms
[2022-03-31 10:17:49 main:574] : INFO : Epoch 1728 | loss: 0.0311238 | val_loss: 0.031159 | Time: 1709.48 ms
[2022-03-31 10:17:51 main:574] : INFO : Epoch 1729 | loss: 0.0311198 | val_loss: 0.0311621 | Time: 1730.57 ms
[2022-03-31 10:17:52 main:574] : INFO : Epoch 1730 | loss: 0.031118 | val_loss: 0.0311603 | Time: 1753.31 ms
[2022-03-31 10:17:54 main:574] : INFO : Epoch 1731 | loss: 0.0311155 | val_loss: 0.0311609 | Time: 1713.22 ms
[2022-03-31 10:17:56 main:574] : INFO : Epoch 1732 | loss: 0.0311147 | val_loss: 0.0311588 | Time: 1704.45 ms
[2022-03-31 10:17:58 main:574] : INFO : Epoch 1733 | loss: 0.0311163 | val_loss: 0.0311633 | Time: 1723.79 ms
[2022-03-31 10:17:59 main:574] : INFO : Epoch 1734 | loss: 0.0311153 | val_loss: 0.0311615 | Time: 1756.61 ms
[2022-03-31 10:18:01 main:574] : INFO : Epoch 1735 | loss: 0.0311121 | val_loss: 0.031163 | Time: 1720.75 ms
[2022-03-31 10:18:03 main:574] : INFO : Epoch 1736 | loss: 0.0311119 | val_loss: 0.031165 | Time: 1722.53 ms
[2022-03-31 10:18:05 main:574] : INFO : Epoch 1737 | loss: 0.0311106 | val_loss: 0.031162 | Time: 1717.78 ms
[2022-03-31 10:18:06 main:574] : INFO : Epoch 1738 | loss: 0.0311117 | val_loss: 0.0311597 | Time: 1751.7 ms
[2022-03-31 10:18:08 main:574] : INFO : Epoch 1739 | loss: 0.0311152 | val_loss: 0.0311596 | Time: 1712.09 ms
[2022-03-31 10:18:10 main:574] : INFO : Epoch 1740 | loss: 0.0311126 | val_loss: 0.031162 | Time: 1720.15 ms
[2022-03-31 10:18:12 main:574] : INFO : Epoch 1741 | loss: 0.0311114 | val_loss: 0.0311613 | Time: 1725.7 ms
[2022-03-31 10:18:13 main:574] : INFO : Epoch 1742 | loss: 0.031111 | val_loss: 0.0311605 | Time: 1750.31 ms
[2022-03-31 10:18:15 main:574] : INFO : Epoch 1743 | loss: 0.0311097 | val_loss: 0.0311638 | Time: 1720.61 ms
[2022-03-31 10:18:17 main:574] : INFO : Epoch 1744 | loss: 0.0311158 | val_loss: 0.0311592 | Time: 1700.22 ms
[2022-03-31 10:18:18 main:574] : INFO : Epoch 1745 | loss: 0.0311149 | val_loss: 0.0311654 | Time: 1721.79 ms
[2022-03-31 10:18:20 main:574] : INFO : Epoch 1746 | loss: 0.0311163 | val_loss: 0.0311611 | Time: 1737.93 ms
[2022-03-31 10:18:22 main:574] : INFO : Epoch 1747 | loss: 0.0311135 | val_loss: 0.0311617 | Time: 1707.07 ms
[2022-03-31 10:18:24 main:574] : INFO : Epoch 1748 | loss: 0.0311166 | val_loss: 0.0311628 | Time: 1723.18 ms
[2022-03-31 10:18:25 main:574] : INFO : Epoch 1749 | loss: 0.031117 | val_loss: 0.0311649 | Time: 1755.93 ms
[2022-03-31 10:18:27 main:574] : INFO : Epoch 1750 | loss: 0.0311155 | val_loss: 0.0311612 | Time: 1738.59 ms
[2022-03-31 10:18:29 main:574] : INFO : Epoch 1751 | loss: 0.0311141 | val_loss: 0.0311656 | Time: 1772.44 ms
[2022-03-31 10:18:31 main:574] : INFO : Epoch 1752 | loss: 0.0311117 | val_loss: 0.0311679 | Time: 1714.36 ms
[2022-03-31 10:18:32 main:574] : INFO : Epoch 1753 | loss: 0.031107 | val_loss: 0.0311635 | Time: 1736.11 ms
[2022-03-31 10:18:34 main:574] : INFO : Epoch 1754 | loss: 0.0311071 | val_loss: 0.0311689 | Time: 1720.49 ms
[2022-03-31 10:18:36 main:574] : INFO : Epoch 1755 | loss: 0.0311111 | val_loss: 0.0311604 | Time: 1826.4 ms
[2022-03-31 10:18:38 main:574] : INFO : Epoch 1756 | loss: 0.0311131 | val_loss: 0.0311655 | Time: 1849.9 ms
[2022-03-31 10:18:40 main:574] : INFO : Epoch 1757 | loss: 0.0311122 | val_loss: 0.0311622 | Time: 1929.4 ms
[2022-03-31 10:18:41 main:574] : INFO : Epoch 1758 | loss: 0.0311095 | val_loss: 0.0311689 | Time: 1737.28 ms
[2022-03-31 10:18:43 main:574] : INFO : Epoch 1759 | loss: 0.0311075 | val_loss: 0.0311734 | Time: 1717 ms
[2022-03-31 10:18:45 main:574] : INFO : Epoch 1760 | loss: 0.031108 | val_loss: 0.0311645 | Time: 1701.84 ms
[2022-03-31 10:18:47 main:574] : INFO : Epoch 1761 | loss: 0.031107 | val_loss: 0.031171 | Time: 1745.13 ms
[2022-03-31 10:18:48 main:574] : INFO : Epoch 1762 | loss: 0.0311175 | val_loss: 0.0311592 | Time: 1715.47 ms
[2022-03-31 10:18:50 main:574] : INFO : Epoch 1763 | loss: 0.0311175 | val_loss: 0.0311646 | Time: 1693.89 ms
[2022-03-31 10:18:52 main:574] : INFO : Epoch 1764 | loss: 0.0311146 | val_loss: 0.0311605 | Time: 1757.33 ms
[2022-03-31 10:18:54 main:574] : INFO : Epoch 1765 | loss: 0.0311132 | val_loss: 0.0311629 | Time: 1751.17 ms
[2022-03-31 10:18:55 main:574] : INFO : Epoch 1766 | loss: 0.0311122 | val_loss: 0.0311662 | Time: 1725.26 ms
[2022-03-31 10:18:57 main:574] : INFO : Epoch 1767 | loss: 0.0311109 | val_loss: 0.0311648 | Time: 1710.2 ms
[2022-03-31 10:18:59 main:574] : INFO : Epoch 1768 | loss: 0.031111 | val_loss: 0.0311641 | Time: 1700.12 ms
[2022-03-31 10:19:00 main:574] : INFO : Epoch 1769 | loss: 0.0311129 | val_loss: 0.0311691 | Time: 1742.4 ms
[2022-03-31 10:19:02 main:574] : INFO : Epoch 1770 | loss: 0.0311116 | val_loss: 0.0311653 | Time: 1699.8 ms
[2022-03-31 10:19:04 main:574] : INFO : Epoch 1771 | loss: 0.0311118 | val_loss: 0.0311632 | Time: 1703.88 ms
[2022-03-31 10:19:06 main:574] : INFO : Epoch 1772 | loss: 0.0311105 | val_loss: 0.0311616 | Time: 1723.47 ms
[2022-03-31 10:19:07 main:574] : INFO : Epoch 1773 | loss: 0.0311092 | val_loss: 0.0311661 | Time: 1730.76 ms
[2022-03-31 10:19:09 main:574] : INFO : Epoch 1774 | loss: 0.0311089 | val_loss: 0.0311679 | Time: 1715.45 ms
[2022-03-31 10:19:11 main:574] : INFO : Epoch 1775 | loss: 0.0311117 | val_loss: 0.0311672 | Time: 1709.71 ms
[2022-03-31 10:19:12 main:574] : INFO : Epoch 1776 | loss: 0.0311062 | val_loss: 0.031169 | Time: 1747.9 ms
[2022-03-31 10:19:14 main:574] : INFO : Epoch 1777 | loss: 0.0311054 | val_loss: 0.0311648 | Time: 1739.74 ms
[2022-03-31 10:19:16 main:574] : INFO : Epoch 1778 | loss: 0.0311058 | val_loss: 0.0311726 | Time: 1712.44 ms
[2022-03-31 10:19:18 main:574] : INFO : Epoch 1779 | loss: 0.0311074 | val_loss: 0.0311687 | Time: 1713.68 ms
[2022-03-31 10:19:19 main:574] : INFO : Epoch 1780 | loss: 0.0311077 | val_loss: 0.0311673 | Time: 1710.16 ms
[2022-03-31 10:19:21 main:574] : INFO : Epoch 1781 | loss: 0.0311044 | val_loss: 0.0311657 | Time: 1727.04 ms
[2022-03-31 10:19:23 main:574] : INFO : Epoch 1782 | loss: 0.0311039 | val_loss: 0.0311657 | Time: 1688.54 ms
[2022-03-31 10:19:25 main:574] : INFO : Epoch 1783 | loss: 0.0311042 | val_loss: 0.0311642 | Time: 1694.17 ms
[2022-03-31 10:19:26 main:574] : INFO : Epoch 1784 | loss: 0.0311049 | val_loss: 0.0311662 | Time: 1712.4 ms
[2022-03-31 10:19:28 main:574] : INFO : Epoch 1785 | loss: 0.0311044 | val_loss: 0.0311636 | Time: 1731.07 ms
[2022-03-31 10:19:30 main:574] : INFO : Epoch 1786 | loss: 0.0311055 | val_loss: 0.0311675 | Time: 1712.94 ms
[2022-03-31 10:19:31 main:574] : INFO : Epoch 1787 | loss: 0.0311034 | val_loss: 0.0311638 | Time: 1704.9 ms
[2022-03-31 10:19:33 main:574] : INFO : Epoch 1788 | loss: 0.0311054 | val_loss: 0.0311617 | Time: 1721.52 ms
[2022-03-31 10:19:35 main:574] : INFO : Epoch 1789 | loss: 0.0311062 | val_loss: 0.0311622 | Time: 1724.21 ms
[2022-03-31 10:19:37 main:574] : INFO : Epoch 1790 | loss: 0.031105 | val_loss: 0.0311753 | Time: 1702.53 ms
[2022-03-31 10:19:38 main:574] : INFO : Epoch 1791 | loss: 0.0311027 | val_loss: 0.0311643 | Time: 1736.86 ms
[2022-03-31 10:19:40 main:574] : INFO : Epoch 1792 | loss: 0.0311006 | val_loss: 0.0311723 | Time: 1720.65 ms
[2022-03-31 10:19:42 main:574] : INFO : Epoch 1793 | loss: 0.0310996 | val_loss: 0.0311664 | Time: 1733.51 ms
[2022-03-31 10:19:43 main:574] : INFO : Epoch 1794 | loss: 0.0311022 | val_loss: 0.0311645 | Time: 1700.72 ms
[2022-03-31 10:19:45 main:574] : INFO : Epoch 1795 | loss: 0.031101 | val_loss: 0.0311659 | Time: 1721.47 ms
[2022-03-31 10:19:47 main:574] : INFO : Epoch 1796 | loss: 0.0311025 | val_loss: 0.0311716 | Time: 1723.53 ms
[2022-03-31 10:19:49 main:574] : INFO : Epoch 1797 | loss: 0.0310994 | val_loss: 0.0311686 | Time: 1725.16 ms
[2022-03-31 10:19:50 main:574] : INFO : Epoch 1798 | loss: 0.0310986 | val_loss: 0.0311617 | Time: 1717.01 ms
[2022-03-31 10:19:52 main:574] : INFO : Epoch 1799 | loss: 0.0310978 | val_loss: 0.0311726 | Time: 1704.19 ms
[2022-03-31 10:19:54 main:574] : INFO : Epoch 1800 | loss: 0.0310979 | val_loss: 0.031171 | Time: 1754.51 ms
[2022-03-31 10:19:56 main:574] : INFO : Epoch 1801 | loss: 0.031098 | val_loss: 0.0311676 | Time: 1717.99 ms
[2022-03-31 10:19:57 main:574] : INFO : Epoch 1802 | loss: 0.0310984 | val_loss: 0.0311715 | Time: 1685.73 ms
[2022-03-31 10:19:59 main:574] : INFO : Epoch 1803 | loss: 0.0310999 | val_loss: 0.0311626 | Time: 1698.86 ms
[2022-03-31 10:20:01 main:574] : INFO : Epoch 1804 | loss: 0.0311 | val_loss: 0.0311723 | Time: 1728.82 ms
[2022-03-31 10:20:02 main:574] : INFO : Epoch 1805 | loss: 0.0311002 | val_loss: 0.03117 | Time: 1716.43 ms
[2022-03-31 10:20:04 main:574] : INFO : Epoch 1806 | loss: 0.0311006 | val_loss: 0.0311716 | Time: 1712.54 ms
[2022-03-31 10:20:06 main:574] : INFO : Epoch 1807 | loss: 0.0311011 | val_loss: 0.0311747 | Time: 1726.58 ms
[2022-03-31 10:20:08 main:574] : INFO : Epoch 1808 | loss: 0.0310998 | val_loss: 0.03117 | Time: 1718.44 ms
[2022-03-31 10:20:09 main:574] : INFO : Epoch 1809 | loss: 0.0310981 | val_loss: 0.0311702 | Time: 1722.33 ms
[2022-03-31 10:20:11 main:574] : INFO : Epoch 1810 | loss: 0.0310982 | val_loss: 0.0311783 | Time: 1696.08 ms
[2022-03-31 10:20:13 main:574] : INFO : Epoch 1811 | loss: 0.0311399 | val_loss: 0.0312766 | Time: 1711.36 ms
[2022-03-31 10:20:14 main:574] : INFO : Epoch 1812 | loss: 0.0314977 | val_loss: 0.031325 | Time: 1721.05 ms
[2022-03-31 10:20:16 main:574] : INFO : Epoch 1813 | loss: 0.0313057 | val_loss: 0.0312258 | Time: 1726.78 ms
[2022-03-31 10:20:18 main:574] : INFO : Epoch 1814 | loss: 0.031137 | val_loss: 0.0311681 | Time: 1713.5 ms
[2022-03-31 10:20:20 main:574] : INFO : Epoch 1815 | loss: 0.031107 | val_loss: 0.0311657 | Time: 1710.73 ms
[2022-03-31 10:20:21 main:574] : INFO : Epoch 1816 | loss: 0.0311023 | val_loss: 0.0311667 | Time: 1737.7 ms
[2022-03-31 10:20:23 main:574] : INFO : Epoch 1817 | loss: 0.0311014 | val_loss: 0.0311675 | Time: 1707.49 ms
[2022-03-31 10:20:25 main:574] : INFO : Epoch 1818 | loss: 0.0310988 | val_loss: 0.0311623 | Time: 1703.96 ms
[2022-03-31 10:20:26 main:574] : INFO : Epoch 1819 | loss: 0.031098 | val_loss: 0.0311681 | Time: 1698.86 ms
[2022-03-31 10:20:28 main:574] : INFO : Epoch 1820 | loss: 0.0310988 | val_loss: 0.0311735 | Time: 1742.61 ms
[2022-03-31 10:20:30 main:574] : INFO : Epoch 1821 | loss: 0.031098 | val_loss: 0.031168 | Time: 1717.19 ms
[2022-03-31 10:20:32 main:574] : INFO : Epoch 1822 | loss: 0.0310985 | val_loss: 0.0311652 | Time: 1705.74 ms
[2022-03-31 10:20:33 main:574] : INFO : Epoch 1823 | loss: 0.0310978 | val_loss: 0.0311699 | Time: 1695.21 ms
[2022-03-31 10:20:35 main:574] : INFO : Epoch 1824 | loss: 0.031099 | val_loss: 0.0311685 | Time: 1720.9 ms
[2022-03-31 10:20:37 main:574] : INFO : Epoch 1825 | loss: 0.0310984 | val_loss: 0.0311672 | Time: 1708.74 ms
[2022-03-31 10:20:38 main:574] : INFO : Epoch 1826 | loss: 0.0310977 | val_loss: 0.0311688 | Time: 1710.32 ms
[2022-03-31 10:20:40 main:574] : INFO : Epoch 1827 | loss: 0.0311007 | val_loss: 0.0311684 | Time: 1708.78 ms
[2022-03-31 10:20:42 main:574] : INFO : Epoch 1828 | loss: 0.0311012 | val_loss: 0.0311686 | Time: 1727.81 ms
[2022-03-31 10:20:44 main:574] : INFO : Epoch 1829 | loss: 0.031102 | val_loss: 0.0311677 | Time: 1714.8 ms
[2022-03-31 10:20:45 main:574] : INFO : Epoch 1830 | loss: 0.0311012 | val_loss: 0.0311707 | Time: 1696.63 ms
[2022-03-31 10:20:47 main:574] : INFO : Epoch 1831 | loss: 0.0311017 | val_loss: 0.0311685 | Time: 1731.2 ms
[2022-03-31 10:20:49 main:574] : INFO : Epoch 1832 | loss: 0.0311054 | val_loss: 0.0311631 | Time: 1719.46 ms
[2022-03-31 10:20:51 main:574] : INFO : Epoch 1833 | loss: 0.0311043 | val_loss: 0.0311621 | Time: 1709.75 ms
[2022-03-31 10:20:52 main:574] : INFO : Epoch 1834 | loss: 0.0311037 | val_loss: 0.0311644 | Time: 1726.32 ms
[2022-03-31 10:20:54 main:574] : INFO : Epoch 1835 | loss: 0.0311059 | val_loss: 0.0311612 | Time: 1721.44 ms
[2022-03-31 10:20:56 main:574] : INFO : Epoch 1836 | loss: 0.0311034 | val_loss: 0.0311731 | Time: 1718.49 ms
[2022-03-31 10:20:57 main:574] : INFO : Epoch 1837 | loss: 0.0311031 | val_loss: 0.031162 | Time: 1696.19 ms
[2022-03-31 10:20:59 main:574] : INFO : Epoch 1838 | loss: 0.0311026 | val_loss: 0.031164 | Time: 1709.37 ms
[2022-03-31 10:21:01 main:574] : INFO : Epoch 1839 | loss: 0.0311014 | val_loss: 0.0311645 | Time: 1735.9 ms
[2022-03-31 10:21:03 main:574] : INFO : Epoch 1840 | loss: 0.0311041 | val_loss: 0.0311643 | Time: 1715.01 ms
[2022-03-31 10:21:04 main:574] : INFO : Epoch 1841 | loss: 0.0311016 | val_loss: 0.0311657 | Time: 1710.84 ms
[2022-03-31 10:21:06 main:574] : INFO : Epoch 1842 | loss: 0.0311028 | val_loss: 0.031165 | Time: 1739.38 ms
[2022-03-31 10:21:08 main:574] : INFO : Epoch 1843 | loss: 0.031102 | val_loss: 0.0311684 | Time: 1723.94 ms
[2022-03-31 10:21:09 main:574] : INFO : Epoch 1844 | loss: 0.031101 | val_loss: 0.0311632 | Time: 1693.35 ms
[2022-03-31 10:21:11 main:574] : INFO : Epoch 1845 | loss: 0.0310995 | val_loss: 0.0311643 | Time: 1706.75 ms
[2022-03-31 10:21:13 main:574] : INFO : Epoch 1846 | loss: 0.0311001 | val_loss: 0.0311626 | Time: 1706.18 ms
[2022-03-31 10:21:15 main:574] : INFO : Epoch 1847 | loss: 0.0310974 | val_loss: 0.0311666 | Time: 1720.05 ms
[2022-03-31 10:21:16 main:574] : INFO : Epoch 1848 | loss: 0.0310984 | val_loss: 0.0311637 | Time: 1748.53 ms
[2022-03-31 10:21:18 main:574] : INFO : Epoch 1849 | loss: 0.0310994 | val_loss: 0.0311714 | Time: 1694.69 ms
[2022-03-31 10:21:20 main:574] : INFO : Epoch 1850 | loss: 0.0311007 | val_loss: 0.0311625 | Time: 1703.28 ms
[2022-03-31 10:21:21 main:574] : INFO : Epoch 1851 | loss: 0.0310966 | val_loss: 0.0311697 | Time: 1718.79 ms
[2022-03-31 10:21:23 main:574] : INFO : Epoch 1852 | loss: 0.0310969 | val_loss: 0.0311658 | Time: 1737.27 ms
[2022-03-31 10:21:25 main:574] : INFO : Epoch 1853 | loss: 0.0310955 | val_loss: 0.0311704 | Time: 1699.32 ms
[2022-03-31 10:21:27 main:574] : INFO : Epoch 1854 | loss: 0.031095 | val_loss: 0.0311673 | Time: 1705.15 ms
[2022-03-31 10:21:28 main:574] : INFO : Epoch 1855 | loss: 0.0310949 | val_loss: 0.031169 | Time: 1718.85 ms
[2022-03-31 10:21:30 main:574] : INFO : Epoch 1856 | loss: 0.0310968 | val_loss: 0.0311722 | Time: 1735.18 ms
[2022-03-31 10:21:32 main:574] : INFO : Epoch 1857 | loss: 0.0310985 | val_loss: 0.0311683 | Time: 1717.78 ms
[2022-03-31 10:21:34 main:574] : INFO : Epoch 1858 | loss: 0.0310961 | val_loss: 0.0311703 | Time: 1680.4 ms
[2022-03-31 10:21:35 main:574] : INFO : Epoch 1859 | loss: 0.0310968 | val_loss: 0.0311705 | Time: 1723.22 ms
[2022-03-31 10:21:37 main:574] : INFO : Epoch 1860 | loss: 0.0310977 | val_loss: 0.0311703 | Time: 1695.51 ms
[2022-03-31 10:21:39 main:574] : INFO : Epoch 1861 | loss: 0.0311019 | val_loss: 0.0311684 | Time: 1722.43 ms
[2022-03-31 10:21:40 main:574] : INFO : Epoch 1862 | loss: 0.0311132 | val_loss: 0.0311656 | Time: 1712.71 ms
[2022-03-31 10:21:42 main:574] : INFO : Epoch 1863 | loss: 0.0311178 | val_loss: 0.0311598 | Time: 1738.62 ms
[2022-03-31 10:21:44 main:574] : INFO : Epoch 1864 | loss: 0.0311131 | val_loss: 0.0311613 | Time: 1697.94 ms
[2022-03-31 10:21:46 main:574] : INFO : Epoch 1865 | loss: 0.031116 | val_loss: 0.0311622 | Time: 1700.46 ms
[2022-03-31 10:21:47 main:574] : INFO : Epoch 1866 | loss: 0.0311178 | val_loss: 0.0311624 | Time: 1709.43 ms
[2022-03-31 10:21:49 main:574] : INFO : Epoch 1867 | loss: 0.0311157 | val_loss: 0.0311611 | Time: 1732.5 ms
[2022-03-31 10:21:51 main:574] : INFO : Epoch 1868 | loss: 0.0311128 | val_loss: 0.0311615 | Time: 1708.3 ms
[2022-03-31 10:21:52 main:574] : INFO : Epoch 1869 | loss: 0.0311086 | val_loss: 0.0311653 | Time: 1705.26 ms
[2022-03-31 10:21:54 main:574] : INFO : Epoch 1870 | loss: 0.0311046 | val_loss: 0.0311644 | Time: 1706.8 ms
[2022-03-31 10:21:56 main:574] : INFO : Epoch 1871 | loss: 0.0311035 | val_loss: 0.0311642 | Time: 1734.46 ms
[2022-03-31 10:21:58 main:574] : INFO : Epoch 1872 | loss: 0.031107 | val_loss: 0.0311652 | Time: 1698.14 ms
[2022-03-31 10:21:59 main:574] : INFO : Epoch 1873 | loss: 0.0311137 | val_loss: 0.0311623 | Time: 1698.78 ms
[2022-03-31 10:22:01 main:574] : INFO : Epoch 1874 | loss: 0.0311095 | val_loss: 0.0311636 | Time: 1702.85 ms
[2022-03-31 10:22:03 main:574] : INFO : Epoch 1875 | loss: 0.0311086 | val_loss: 0.0311686 | Time: 1717.1 ms
[2022-03-31 10:22:04 main:574] : INFO : Epoch 1876 | loss: 0.0311065 | val_loss: 0.031169 | Time: 1705.33 ms
[2022-03-31 10:22:06 main:574] : INFO : Epoch 1877 | loss: 0.0311055 | val_loss: 0.0311657 | Time: 1725.72 ms
[2022-03-31 10:22:08 main:574] : INFO : Epoch 1878 | loss: 0.0311027 | val_loss: 0.0311618 | Time: 1716.8 ms
[2022-03-31 10:22:10 main:574] : INFO : Epoch 1879 | loss: 0.0311031 | val_loss: 0.0311693 | Time: 1714.14 ms
[2022-03-31 10:22:11 main:574] : INFO : Epoch 1880 | loss: 0.0311096 | val_loss: 0.0311624 | Time: 1842.18 ms
[2022-03-31 10:22:13 main:574] : INFO : Epoch 1881 | loss: 0.0311095 | val_loss: 0.0311676 | Time: 1721.09 ms
[2022-03-31 10:22:15 main:574] : INFO : Epoch 1882 | loss: 0.0311104 | val_loss: 0.0311659 | Time: 1966.97 ms
[2022-03-31 10:22:17 main:574] : INFO : Epoch 1883 | loss: 0.0311087 | val_loss: 0.031166 | Time: 2043.87 ms
[2022-03-31 10:22:19 main:574] : INFO : Epoch 1884 | loss: 0.0311077 | val_loss: 0.031166 | Time: 2080.25 ms
[2022-03-31 10:22:21 main:574] : INFO : Epoch 1885 | loss: 0.0311056 | val_loss: 0.0311631 | Time: 1851.62 ms
[2022-03-31 10:22:23 main:574] : INFO : Epoch 1886 | loss: 0.031103 | val_loss: 0.0311697 | Time: 1829.33 ms
[2022-03-31 10:22:25 main:574] : INFO : Epoch 1887 | loss: 0.0311018 | val_loss: 0.0311682 | Time: 1889.63 ms
[2022-03-31 10:22:27 main:574] : INFO : Epoch 1888 | loss: 0.0311063 | val_loss: 0.0311635 | Time: 2347.07 ms
[2022-03-31 10:22:29 main:574] : INFO : Epoch 1889 | loss: 0.0311056 | val_loss: 0.0311571 | Time: 2065.91 ms
[2022-03-31 10:22:51 main:574] : INFO : Epoch 1890 | loss: 0.0311022 | val_loss: 0.0311678 | Time: 22125.2 ms
[2022-03-31 10:22:53 main:574] : INFO : Epoch 1891 | loss: 0.031102 | val_loss: 0.0311632 | Time: 1702.17 ms
[2022-03-31 10:22:55 main:574] : INFO : Epoch 1892 | loss: 0.0311046 | val_loss: 0.0311658 | Time: 1717.76 ms
[2022-03-31 10:22:57 main:574] : INFO : Epoch 1893 | loss: 0.0311086 | val_loss: 0.0311687 | Time: 1698.82 ms
[2022-03-31 10:22:58 main:574] : INFO : Epoch 1894 | loss: 0.031109 | val_loss: 0.0311632 | Time: 1702.11 ms
[2022-03-31 10:23:00 main:574] : INFO : Epoch 1895 | loss: 0.0311058 | val_loss: 0.0311679 | Time: 1709.35 ms
[2022-03-31 10:23:02 main:574] : INFO : Epoch 1896 | loss: 0.0311034 | val_loss: 0.0311726 | Time: 1745.83 ms
[2022-03-31 10:23:03 main:574] : INFO : Epoch 1897 | loss: 0.0311041 | val_loss: 0.0311695 | Time: 1701.17 ms
[2022-03-31 10:23:05 main:574] : INFO : Epoch 1898 | loss: 0.0311015 | val_loss: 0.031168 | Time: 1705.98 ms
[2022-03-31 10:23:07 main:574] : INFO : Epoch 1899 | loss: 0.0311008 | val_loss: 0.0311711 | Time: 1727.97 ms
[2022-03-31 10:23:09 main:574] : INFO : Epoch 1900 | loss: 0.0311016 | val_loss: 0.0311708 | Time: 1713.59 ms
[2022-03-31 10:23:10 main:574] : INFO : Epoch 1901 | loss: 0.0311077 | val_loss: 0.0311685 | Time: 1697.75 ms
[2022-03-31 10:23:12 main:574] : INFO : Epoch 1902 | loss: 0.0311046 | val_loss: 0.031168 | Time: 1721.46 ms
[2022-03-31 10:23:14 main:574] : INFO : Epoch 1903 | loss: 0.0311009 | val_loss: 0.0311697 | Time: 1705.65 ms
[2022-03-31 10:23:15 main:574] : INFO : Epoch 1904 | loss: 0.0311023 | val_loss: 0.0311673 | Time: 1716.35 ms
[2022-03-31 10:23:17 main:574] : INFO : Epoch 1905 | loss: 0.0311025 | val_loss: 0.031166 | Time: 1714.92 ms
[2022-03-31 10:23:19 main:574] : INFO : Epoch 1906 | loss: 0.0311001 | val_loss: 0.0311691 | Time: 1697.03 ms
[2022-03-31 10:23:21 main:574] : INFO : Epoch 1907 | loss: 0.031103 | val_loss: 0.0311663 | Time: 1711.87 ms
[2022-03-31 10:23:22 main:574] : INFO : Epoch 1908 | loss: 0.031102 | val_loss: 0.0311682 | Time: 1706.06 ms
[2022-03-31 10:23:24 main:574] : INFO : Epoch 1909 | loss: 0.0311057 | val_loss: 0.03117 | Time: 1704.49 ms
[2022-03-31 10:23:26 main:574] : INFO : Epoch 1910 | loss: 0.0311134 | val_loss: 0.031168 | Time: 1725.25 ms
[2022-03-31 10:23:27 main:574] : INFO : Epoch 1911 | loss: 0.0311114 | val_loss: 0.0311628 | Time: 1727.28 ms
[2022-03-31 10:23:29 main:574] : INFO : Epoch 1912 | loss: 0.0311148 | val_loss: 0.0311657 | Time: 1723.2 ms
[2022-03-31 10:23:31 main:574] : INFO : Epoch 1913 | loss: 0.0311157 | val_loss: 0.0311613 | Time: 1704.03 ms
[2022-03-31 10:23:33 main:574] : INFO : Epoch 1914 | loss: 0.0311144 | val_loss: 0.0311635 | Time: 1703.65 ms
[2022-03-31 10:23:34 main:574] : INFO : Epoch 1915 | loss: 0.0311104 | val_loss: 0.0311612 | Time: 1721.05 ms
[2022-03-31 10:23:36 main:574] : INFO : Epoch 1916 | loss: 0.03111 | val_loss: 0.0311602 | Time: 1684.75 ms
[2022-03-31 10:23:38 main:574] : INFO : Epoch 1917 | loss: 0.031108 | val_loss: 0.0311613 | Time: 1708.57 ms
[2022-03-31 10:23:39 main:574] : INFO : Epoch 1918 | loss: 0.0311105 | val_loss: 0.0311634 | Time: 1700.63 ms
[2022-03-31 10:23:41 main:574] : INFO : Epoch 1919 | loss: 0.03111 | val_loss: 0.0311609 | Time: 1745.57 ms
[2022-03-31 10:23:43 main:574] : INFO : Epoch 1920 | loss: 0.0311082 | val_loss: 0.0311619 | Time: 1707.38 ms
[2022-03-31 10:23:45 main:574] : INFO : Epoch 1921 | loss: 0.0311083 | val_loss: 0.0311626 | Time: 1712.65 ms
[2022-03-31 10:23:46 main:574] : INFO : Epoch 1922 | loss: 0.0311044 | val_loss: 0.0311574 | Time: 1730.91 ms
[2022-03-31 10:23:48 main:574] : INFO : Epoch 1923 | loss: 0.031103 | val_loss: 0.0311616 | Time: 1722.93 ms
[2022-03-31 10:23:50 main:574] : INFO : Epoch 1924 | loss: 0.0311009 | val_loss: 0.0311576 | Time: 1733.48 ms
[2022-03-31 10:23:52 main:574] : INFO : Epoch 1925 | loss: 0.0311002 | val_loss: 0.0311666 | Time: 1718.22 ms
[2022-03-31 10:23:53 main:574] : INFO : Epoch 1926 | loss: 0.031104 | val_loss: 0.0311596 | Time: 1731.04 ms
[2022-03-31 10:23:55 main:574] : INFO : Epoch 1927 | loss: 0.0311022 | val_loss: 0.0311721 | Time: 1702.75 ms
[2022-03-31 10:23:57 main:574] : INFO : Epoch 1928 | loss: 0.0310981 | val_loss: 0.0311624 | Time: 1715.59 ms
[2022-03-31 10:23:58 main:574] : INFO : Epoch 1929 | loss: 0.0310983 | val_loss: 0.031163 | Time: 1694.55 ms
[2022-03-31 10:24:00 main:574] : INFO : Epoch 1930 | loss: 0.0310989 | val_loss: 0.0311623 | Time: 1719.05 ms
[2022-03-31 10:24:02 main:574] : INFO : Epoch 1931 | loss: 0.0311008 | val_loss: 0.0311665 | Time: 1690.54 ms
[2022-03-31 10:24:04 main:574] : INFO : Epoch 1932 | loss: 0.0311048 | val_loss: 0.0311595 | Time: 1720.25 ms
[2022-03-31 10:24:05 main:574] : INFO : Epoch 1933 | loss: 0.0311069 | val_loss: 0.0311576 | Time: 1699.89 ms
[2022-03-31 10:24:07 main:574] : INFO : Epoch 1934 | loss: 0.0311078 | val_loss: 0.0311634 | Time: 1738.25 ms
[2022-03-31 10:24:09 main:574] : INFO : Epoch 1935 | loss: 0.0311098 | val_loss: 0.0311573 | Time: 1701.43 ms
[2022-03-31 10:24:10 main:574] : INFO : Epoch 1936 | loss: 0.0311267 | val_loss: 0.0311659 | Time: 1697.54 ms
[2022-03-31 10:24:12 main:574] : INFO : Epoch 1937 | loss: 0.0311322 | val_loss: 0.0311593 | Time: 1697.3 ms
[2022-03-31 10:24:14 main:574] : INFO : Epoch 1938 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 1730.32 ms
[2022-03-31 10:24:16 main:574] : INFO : Epoch 1939 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 1734.54 ms
[2022-03-31 10:24:17 main:574] : INFO : Epoch 1940 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 1712.43 ms
[2022-03-31 10:24:19 main:574] : INFO : Epoch 1941 | loss: 0.031151 | val_loss: 0.031164 | Time: 1707.96 ms
[2022-03-31 10:24:21 main:574] : INFO : Epoch 1942 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 1703.1 ms
[2022-03-31 10:24:22 main:574] : INFO : Epoch 1943 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 1692.77 ms
[2022-03-31 10:24:24 main:574] : INFO : Epoch 1944 | loss: 0.0311408 | val_loss: 0.0311607 | Time: 1691.61 ms
[2022-03-31 10:24:26 main:574] : INFO : Epoch 1945 | loss: 0.0311368 | val_loss: 0.0311628 | Time: 1731.24 ms
[2022-03-31 10:24:28 main:574] : INFO : Epoch 1946 | loss: 0.0311357 | val_loss: 0.0311632 | Time: 1716.61 ms
[2022-03-31 10:24:29 main:574] : INFO : Epoch 1947 | loss: 0.0311353 | val_loss: 0.0311697 | Time: 1714.44 ms
[2022-03-31 10:24:31 main:574] : INFO : Epoch 1948 | loss: 0.0311314 | val_loss: 0.0311598 | Time: 1710.04 ms
[2022-03-31 10:24:33 main:574] : INFO : Epoch 1949 | loss: 0.0311316 | val_loss: 0.0311667 | Time: 1718.18 ms
[2022-03-31 10:24:34 main:574] : INFO : Epoch 1950 | loss: 0.0311298 | val_loss: 0.0311666 | Time: 1696.37 ms
[2022-03-31 10:24:36 main:574] : INFO : Epoch 1951 | loss: 0.0311283 | val_loss: 0.0311667 | Time: 1711.34 ms
[2022-03-31 10:24:38 main:574] : INFO : Epoch 1952 | loss: 0.0311262 | val_loss: 0.0311624 | Time: 1698.2 ms
[2022-03-31 10:24:40 main:574] : INFO : Epoch 1953 | loss: 0.031123 | val_loss: 0.0311573 | Time: 1733.74 ms
[2022-03-31 10:24:41 main:574] : INFO : Epoch 1954 | loss: 0.0311241 | val_loss: 0.0311621 | Time: 1718.11 ms
[2022-03-31 10:24:43 main:574] : INFO : Epoch 1955 | loss: 0.0311282 | val_loss: 0.0311656 | Time: 1692.45 ms
[2022-03-31 10:24:45 main:574] : INFO : Epoch 1956 | loss: 0.0311289 | val_loss: 0.0311686 | Time: 1700.6 ms
[2022-03-31 10:24:46 main:574] : INFO : Epoch 1957 | loss: 0.031129 | val_loss: 0.0311619 | Time: 1734.34 ms
[2022-03-31 10:24:48 main:574] : INFO : Epoch 1958 | loss: 0.0311234 | val_loss: 0.0311602 | Time: 1705.32 ms
[2022-03-31 10:24:50 main:574] : INFO : Epoch 1959 | loss: 0.0311235 | val_loss: 0.0311637 | Time: 1702.65 ms
[2022-03-31 10:24:52 main:574] : INFO : Epoch 1960 | loss: 0.0311207 | val_loss: 0.0311621 | Time: 1713.36 ms
[2022-03-31 10:24:53 main:574] : INFO : Epoch 1961 | loss: 0.0311195 | val_loss: 0.0311654 | Time: 1749.93 ms
[2022-03-31 10:24:55 main:574] : INFO : Epoch 1962 | loss: 0.0311192 | val_loss: 0.0311655 | Time: 1707.52 ms
[2022-03-31 10:24:57 main:574] : INFO : Epoch 1963 | loss: 0.0311187 | val_loss: 0.0311611 | Time: 1701.42 ms
[2022-03-31 10:24:58 main:574] : INFO : Epoch 1964 | loss: 0.0311259 | val_loss: 0.0311623 | Time: 1743.55 ms
[2022-03-31 10:25:00 main:574] : INFO : Epoch 1965 | loss: 0.0311365 | val_loss: 0.0311574 | Time: 1737.18 ms
[2022-03-31 10:25:02 main:574] : INFO : Epoch 1966 | loss: 0.0311327 | val_loss: 0.0311574 | Time: 1710.44 ms
[2022-03-31 10:25:04 main:574] : INFO : Epoch 1967 | loss: 0.0311258 | val_loss: 0.031158 | Time: 1704.16 ms
[2022-03-31 10:25:05 main:574] : INFO : Epoch 1968 | loss: 0.0311235 | val_loss: 0.0311597 | Time: 1714.96 ms
[2022-03-31 10:25:07 main:574] : INFO : Epoch 1969 | loss: 0.031122 | val_loss: 0.0311567 | Time: 1712.3 ms
[2022-03-31 10:25:09 main:574] : INFO : Epoch 1970 | loss: 0.0311192 | val_loss: 0.031159 | Time: 1700.17 ms
[2022-03-31 10:25:10 main:574] : INFO : Epoch 1971 | loss: 0.0311191 | val_loss: 0.0311563 | Time: 1692.59 ms
[2022-03-31 10:25:12 main:574] : INFO : Epoch 1972 | loss: 0.0311174 | val_loss: 0.0311639 | Time: 1713.33 ms
[2022-03-31 10:25:14 main:574] : INFO : Epoch 1973 | loss: 0.0311167 | val_loss: 0.0311597 | Time: 1724.39 ms
[2022-03-31 10:25:16 main:574] : INFO : Epoch 1974 | loss: 0.0311164 | val_loss: 0.0311599 | Time: 1704.22 ms
[2022-03-31 10:25:17 main:574] : INFO : Epoch 1975 | loss: 0.0311154 | val_loss: 0.0311539 | Time: 1720.45 ms
[2022-03-31 10:25:19 main:574] : INFO : Epoch 1976 | loss: 0.0311133 | val_loss: 0.0311572 | Time: 1733.95 ms
[2022-03-31 10:25:21 main:574] : INFO : Epoch 1977 | loss: 0.031112 | val_loss: 0.0311647 | Time: 1708.61 ms
[2022-03-31 10:25:23 main:574] : INFO : Epoch 1978 | loss: 0.0311134 | val_loss: 0.0311619 | Time: 1717.91 ms
[2022-03-31 10:25:24 main:574] : INFO : Epoch 1979 | loss: 0.0311152 | val_loss: 0.0311698 | Time: 1707.56 ms
[2022-03-31 10:25:26 main:574] : INFO : Epoch 1980 | loss: 0.0311178 | val_loss: 0.0311628 | Time: 1733.29 ms
[2022-03-31 10:25:28 main:574] : INFO : Epoch 1981 | loss: 0.0311167 | val_loss: 0.031161 | Time: 1705.49 ms
[2022-03-31 10:25:29 main:574] : INFO : Epoch 1982 | loss: 0.0311135 | val_loss: 0.0311617 | Time: 1710.36 ms
[2022-03-31 10:25:31 main:574] : INFO : Epoch 1983 | loss: 0.0311134 | val_loss: 0.0311598 | Time: 1682.42 ms
[2022-03-31 10:25:33 main:574] : INFO : Epoch 1984 | loss: 0.0311128 | val_loss: 0.0311607 | Time: 1730.47 ms
[2022-03-31 10:25:35 main:574] : INFO : Epoch 1985 | loss: 0.0311109 | val_loss: 0.0311595 | Time: 1703.38 ms
[2022-03-31 10:25:36 main:574] : INFO : Epoch 1986 | loss: 0.0311115 | val_loss: 0.0311597 | Time: 1699.46 ms
[2022-03-31 10:25:38 main:574] : INFO : Epoch 1987 | loss: 0.0311131 | val_loss: 0.0311569 | Time: 1700.66 ms
[2022-03-31 10:25:40 main:574] : INFO : Epoch 1988 | loss: 0.0311136 | val_loss: 0.0311626 | Time: 1726.52 ms
[2022-03-31 10:25:41 main:574] : INFO : Epoch 1989 | loss: 0.03111 | val_loss: 0.0311625 | Time: 1713.71 ms
[2022-03-31 10:25:43 main:574] : INFO : Epoch 1990 | loss: 0.031112 | val_loss: 0.0311595 | Time: 1691.77 ms
[2022-03-31 10:25:45 main:574] : INFO : Epoch 1991 | loss: 0.0311105 | val_loss: 0.0311644 | Time: 1703.46 ms
[2022-03-31 10:25:47 main:574] : INFO : Epoch 1992 | loss: 0.0311125 | val_loss: 0.031171 | Time: 1734.91 ms
[2022-03-31 10:25:48 main:574] : INFO : Epoch 1993 | loss: 0.0311153 | val_loss: 0.0311623 | Time: 1716.96 ms
[2022-03-31 10:25:50 main:574] : INFO : Epoch 1994 | loss: 0.0311127 | val_loss: 0.0311638 | Time: 1706.14 ms
[2022-03-31 10:25:52 main:574] : INFO : Epoch 1995 | loss: 0.0311117 | val_loss: 0.0311659 | Time: 1729.93 ms
[2022-03-31 10:25:53 main:574] : INFO : Epoch 1996 | loss: 0.0311138 | val_loss: 0.0311592 | Time: 1711.94 ms
[2022-03-31 10:25:55 main:574] : INFO : Epoch 1997 | loss: 0.0311099 | val_loss: 0.0311668 | Time: 1699.02 ms
[2022-03-31 10:25:57 main:574] : INFO : Epoch 1998 | loss: 0.0311112 | val_loss: 0.0311698 | Time: 1699.28 ms
[2022-03-31 10:25:59 main:574] : INFO : Epoch 1999 | loss: 0.0311124 | val_loss: 0.0311648 | Time: 1730.45 ms
[2022-03-31 10:26:00 main:574] : INFO : Epoch 2000 | loss: 0.0311184 | val_loss: 0.0311667 | Time: 1716.85 ms
[2022-03-31 10:26:02 main:574] : INFO : Epoch 2001 | loss: 0.0311134 | val_loss: 0.0311707 | Time: 1722.06 ms
[2022-03-31 10:26:04 main:574] : INFO : Epoch 2002 | loss: 0.0311109 | val_loss: 0.0311583 | Time: 1711.03 ms
[2022-03-31 10:26:05 main:574] : INFO : Epoch 2003 | loss: 0.0311086 | val_loss: 0.0311576 | Time: 1752.39 ms
[2022-03-31 10:26:07 main:574] : INFO : Epoch 2004 | loss: 0.0311097 | val_loss: 0.0311625 | Time: 1735.25 ms
[2022-03-31 10:26:09 main:574] : INFO : Epoch 2005 | loss: 0.0311076 | val_loss: 0.0311588 | Time: 1708.17 ms
[2022-03-31 10:26:11 main:574] : INFO : Epoch 2006 | loss: 0.0311076 | val_loss: 0.0311606 | Time: 1711.12 ms
[2022-03-31 10:26:12 main:574] : INFO : Epoch 2007 | loss: 0.0311085 | val_loss: 0.0311628 | Time: 1710.33 ms
[2022-03-31 10:26:14 main:574] : INFO : Epoch 2008 | loss: 0.0311065 | val_loss: 0.0311605 | Time: 1704.44 ms
[2022-03-31 10:26:16 main:574] : INFO : Epoch 2009 | loss: 0.0311095 | val_loss: 0.0311592 | Time: 1726.69 ms
[2022-03-31 10:26:18 main:574] : INFO : Epoch 2010 | loss: 0.031111 | val_loss: 0.0311597 | Time: 1715.44 ms
[2022-03-31 10:26:19 main:574] : INFO : Epoch 2011 | loss: 0.0311133 | val_loss: 0.0311605 | Time: 1708.39 ms
[2022-03-31 10:26:21 main:574] : INFO : Epoch 2012 | loss: 0.0311112 | val_loss: 0.0311657 | Time: 1742.21 ms
[2022-03-31 10:26:23 main:574] : INFO : Epoch 2013 | loss: 0.0311112 | val_loss: 0.0311646 | Time: 1714.33 ms
[2022-03-31 10:26:24 main:574] : INFO : Epoch 2014 | loss: 0.0311095 | val_loss: 0.0311575 | Time: 1715.05 ms
[2022-03-31 10:26:26 main:574] : INFO : Epoch 2015 | loss: 0.0311144 | val_loss: 0.0311739 | Time: 1713.13 ms
[2022-03-31 10:26:28 main:574] : INFO : Epoch 2016 | loss: 0.0311159 | val_loss: 0.0311681 | Time: 1721.57 ms
[2022-03-31 10:26:30 main:574] : INFO : Epoch 2017 | loss: 0.0311108 | val_loss: 0.0311629 | Time: 1716.97 ms
[2022-03-31 10:26:31 main:574] : INFO : Epoch 2018 | loss: 0.0311066 | val_loss: 0.0311609 | Time: 1698.12 ms
[2022-03-31 10:26:33 main:574] : INFO : Epoch 2019 | loss: 0.0311046 | val_loss: 0.0311588 | Time: 1709.58 ms
[2022-03-31 10:26:35 main:574] : INFO : Epoch 2020 | loss: 0.0311041 | val_loss: 0.031163 | Time: 1718.44 ms
[2022-03-31 10:26:36 main:574] : INFO : Epoch 2021 | loss: 0.031103 | val_loss: 0.0311666 | Time: 1715.3 ms
[2022-03-31 10:26:38 main:574] : INFO : Epoch 2022 | loss: 0.0311027 | val_loss: 0.031165 | Time: 1702.34 ms
[2022-03-31 10:26:40 main:574] : INFO : Epoch 2023 | loss: 0.0311025 | val_loss: 0.031167 | Time: 1707.58 ms
[2022-03-31 10:26:42 main:574] : INFO : Epoch 2024 | loss: 0.0311064 | val_loss: 0.031165 | Time: 1743.17 ms
[2022-03-31 10:26:43 main:574] : INFO : Epoch 2025 | loss: 0.0311038 | val_loss: 0.0311644 | Time: 1701.19 ms
[2022-03-31 10:26:45 main:574] : INFO : Epoch 2026 | loss: 0.0311069 | val_loss: 0.0311745 | Time: 1697.5 ms
[2022-03-31 10:26:47 main:574] : INFO : Epoch 2027 | loss: 0.03113 | val_loss: 0.0311615 | Time: 1702.12 ms
[2022-03-31 10:26:48 main:574] : INFO : Epoch 2028 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 1719.98 ms
[2022-03-31 10:26:50 main:574] : INFO : Epoch 2029 | loss: 0.0311219 | val_loss: 0.0311632 | Time: 1722.17 ms
[2022-03-31 10:26:52 main:574] : INFO : Epoch 2030 | loss: 0.0311213 | val_loss: 0.0311583 | Time: 1710.47 ms
[2022-03-31 10:26:54 main:574] : INFO : Epoch 2031 | loss: 0.0311168 | val_loss: 0.0311617 | Time: 1701.46 ms
[2022-03-31 10:26:55 main:574] : INFO : Epoch 2032 | loss: 0.0311142 | val_loss: 0.0311615 | Time: 1726.31 ms
[2022-03-31 10:26:57 main:574] : INFO : Epoch 2033 | loss: 0.0311096 | val_loss: 0.0311587 | Time: 1695.77 ms
[2022-03-31 10:26:59 main:574] : INFO : Epoch 2034 | loss: 0.031109 | val_loss: 0.0311609 | Time: 1711.67 ms
[2022-03-31 10:27:00 main:574] : INFO : Epoch 2035 | loss: 0.0311072 | val_loss: 0.0311612 | Time: 1715.38 ms
[2022-03-31 10:27:02 main:574] : INFO : Epoch 2036 | loss: 0.0311122 | val_loss: 0.0311694 | Time: 1724.64 ms
[2022-03-31 10:27:04 main:574] : INFO : Epoch 2037 | loss: 0.0311189 | val_loss: 0.0311634 | Time: 1713.21 ms
[2022-03-31 10:27:06 main:574] : INFO : Epoch 2038 | loss: 0.0311131 | val_loss: 0.0311593 | Time: 1702.13 ms
[2022-03-31 10:27:07 main:574] : INFO : Epoch 2039 | loss: 0.031113 | val_loss: 0.0311582 | Time: 1737.75 ms
[2022-03-31 10:27:09 main:574] : INFO : Epoch 2040 | loss: 0.0311118 | val_loss: 0.0311612 | Time: 1714.62 ms
[2022-03-31 10:27:11 main:574] : INFO : Epoch 2041 | loss: 0.0311142 | val_loss: 0.0311625 | Time: 1732.55 ms
[2022-03-31 10:27:13 main:574] : INFO : Epoch 2042 | loss: 0.0311175 | val_loss: 0.031164 | Time: 1711.83 ms
[2022-03-31 10:27:14 main:574] : INFO : Epoch 2043 | loss: 0.0311169 | val_loss: 0.0311603 | Time: 1740.63 ms
[2022-03-31 10:27:16 main:574] : INFO : Epoch 2044 | loss: 0.0311146 | val_loss: 0.0311617 | Time: 1710.57 ms
[2022-03-31 10:27:18 main:574] : INFO : Epoch 2045 | loss: 0.0311114 | val_loss: 0.0311587 | Time: 1714.1 ms
[2022-03-31 10:27:20 main:574] : INFO : Epoch 2046 | loss: 0.0311085 | val_loss: 0.0311587 | Time: 1826.35 ms
[2022-03-31 10:27:21 main:574] : INFO : Epoch 2047 | loss: 0.0311098 | val_loss: 0.0311573 | Time: 1757.5 ms
[2022-03-31 10:27:23 main:574] : INFO : Epoch 2048 | loss: 0.0311142 | val_loss: 0.0311604 | Time: 1695.56 ms
[2022-03-31 10:27:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311604
[2022-03-31 10:27:23 main:603] : INFO : Saving end state to config to file
[2022-03-31 10:27:23 main:608] : INFO : Success, exiting..
10:27:23 (16832): 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)