Task 10220322
| Name | ParityModified-1639949361-24411-1-0_0 |
| Workunit | 7582630 |
| Created | 27 Dec 2021, 1:34:35 UTC |
| Sent | 13 Jan 2022, 6:25:19 UTC |
| Report deadline | 21 Jan 2022, 6:25:19 UTC |
| Received | 13 Jan 2022, 23:08:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 41 min 35 sec |
| CPU time | 1 hours 41 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.83 GB |
| Peak swap size | 4.72 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: 0.0311189 | val_loss: 0.0311691 | Time: 1636.65 ms [2022-01-13 15:20:14 main:574] : INFO : Epoch 1543 | loss: 0.0311208 | val_loss: 0.0311729 | Time: 1637.4 ms [2022-01-13 15:20:16 main:574] : INFO : Epoch 1544 | loss: 0.0311466 | val_loss: 0.0311581 | Time: 1645.74 ms [2022-01-13 15:20:17 main:574] : INFO : Epoch 1545 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 1644.97 ms [2022-01-13 15:20:19 main:574] : INFO : Epoch 1546 | loss: 0.0311337 | val_loss: 0.0311643 | Time: 1665.53 ms [2022-01-13 15:20:21 main:574] : INFO : Epoch 1547 | loss: 0.0311357 | val_loss: 0.0311546 | Time: 1651.38 ms [2022-01-13 15:20:22 main:574] : INFO : Epoch 1548 | loss: 0.0311273 | val_loss: 0.0311599 | Time: 1619.4 ms [2022-01-13 15:20:24 main:574] : INFO : Epoch 1549 | loss: 0.0311222 | val_loss: 0.0311587 | Time: 1606.66 ms [2022-01-13 15:20:25 main:574] : INFO : Epoch 1550 | loss: 0.0311228 | val_loss: 0.0311589 | Time: 1617.51 ms [2022-01-13 15:20:27 main:574] : INFO : Epoch 1551 | loss: 0.0311248 | val_loss: 0.0311566 | Time: 1602.71 ms [2022-01-13 15:20:29 main:574] : INFO : Epoch 1552 | loss: 0.0311237 | val_loss: 0.031164 | Time: 1687.32 ms [2022-01-13 15:20:31 main:574] : INFO : Epoch 1553 | loss: 0.0311222 | val_loss: 0.0311579 | Time: 1716.25 ms [2022-01-13 15:20:32 main:574] : INFO : Epoch 1554 | loss: 0.0311173 | val_loss: 0.0311649 | Time: 1625.98 ms [2022-01-13 15:20:34 main:574] : INFO : Epoch 1555 | loss: 0.0311172 | val_loss: 0.0311578 | Time: 1691.21 ms [2022-01-13 15:20:35 main:574] : INFO : Epoch 1556 | loss: 0.0311171 | val_loss: 0.0311642 | Time: 1665.3 ms [2022-01-13 15:20:37 main:574] : INFO : Epoch 1557 | loss: 0.0311151 | val_loss: 0.0311659 | Time: 1641.02 ms [2022-01-13 15:20:39 main:574] : INFO : Epoch 1558 | loss: 0.0311156 | val_loss: 0.0311563 | Time: 1607.06 ms [2022-01-13 15:20:40 main:574] : INFO : Epoch 1559 | loss: 0.0311182 | val_loss: 0.0311628 | Time: 1618.57 ms [2022-01-13 15:20:42 main:574] : INFO : Epoch 1560 | loss: 0.0311171 | val_loss: 0.0311652 | Time: 1594.63 ms [2022-01-13 15:20:44 main:574] : INFO : Epoch 1561 | loss: 0.0311203 | val_loss: 0.031162 | Time: 1607.83 ms [2022-01-13 15:20:45 main:574] : INFO : Epoch 1562 | loss: 0.0311213 | val_loss: 0.0311581 | Time: 1646.45 ms [2022-01-13 15:20:47 main:574] : INFO : Epoch 1563 | loss: 0.0311236 | val_loss: 0.0311705 | Time: 1629.03 ms [2022-01-13 15:20:48 main:574] : INFO : Epoch 1564 | loss: 0.0311283 | val_loss: 0.0311595 | Time: 1627.5 ms [2022-01-13 15:20:50 main:574] : INFO : Epoch 1565 | loss: 0.0311196 | val_loss: 0.0311638 | Time: 1652.32 ms [2022-01-13 15:20:52 main:574] : INFO : Epoch 1566 | loss: 0.0311146 | val_loss: 0.0311659 | Time: 1594.8 ms [2022-01-13 15:20:53 main:574] : INFO : Epoch 1567 | loss: 0.0311118 | val_loss: 0.0311659 | Time: 1620.23 ms [2022-01-13 15:20:55 main:574] : INFO : Epoch 1568 | loss: 0.0311133 | val_loss: 0.0311647 | Time: 1616.26 ms [2022-01-13 15:20:57 main:574] : INFO : Epoch 1569 | loss: 0.0311115 | val_loss: 0.0311617 | Time: 1602.49 ms [2022-01-13 15:20:58 main:574] : INFO : Epoch 1570 | loss: 0.0311119 | val_loss: 0.0311586 | Time: 1636.72 ms [2022-01-13 15:21:00 main:574] : INFO : Epoch 1571 | loss: 0.0311104 | val_loss: 0.0311599 | Time: 1647.35 ms [2022-01-13 15:21:01 main:574] : INFO : Epoch 1572 | loss: 0.0311128 | val_loss: 0.0311678 | Time: 1623.84 ms [2022-01-13 15:21:03 main:574] : INFO : Epoch 1573 | loss: 0.0311109 | val_loss: 0.0311656 | Time: 1628.66 ms [2022-01-13 15:21:05 main:574] : INFO : Epoch 1574 | loss: 0.0311113 | val_loss: 0.0311671 | Time: 1629.03 ms [2022-01-13 15:21:06 main:574] : INFO : Epoch 1575 | loss: 0.0311124 | val_loss: 0.0311625 | Time: 1664.74 ms [2022-01-13 15:21:08 main:574] : INFO : Epoch 1576 | loss: 0.0311122 | val_loss: 0.0311619 | Time: 1777.77 ms [2022-01-13 15:21:10 main:574] : INFO : Epoch 1577 | loss: 0.0311141 | val_loss: 0.0311638 | Time: 1646.79 ms [2022-01-13 15:21:11 main:574] : INFO : Epoch 1578 | loss: 0.0311173 | val_loss: 0.0311723 | Time: 1623.65 ms [2022-01-13 15:21:13 main:574] : INFO : Epoch 1579 | loss: 0.0311165 | val_loss: 0.0311605 | Time: 1623.8 ms [2022-01-13 15:21:15 main:574] : INFO : Epoch 1580 | loss: 0.0311168 | val_loss: 0.0311691 | Time: 1597.36 ms [2022-01-13 15:21:16 main:574] : INFO : Epoch 1581 | loss: 0.0311159 | val_loss: 0.0311587 | Time: 1615.65 ms [2022-01-13 15:21:18 main:574] : INFO : Epoch 1582 | loss: 0.0311141 | val_loss: 0.0311639 | Time: 1611.8 ms [2022-01-13 15:21:20 main:574] : INFO : Epoch 1583 | loss: 0.0311142 | val_loss: 0.031169 | Time: 1614.68 ms [2022-01-13 15:21:21 main:574] : INFO : Epoch 1584 | loss: 0.0311115 | val_loss: 0.0311656 | Time: 1618.4 ms [2022-01-13 15:21:23 main:574] : INFO : Epoch 1585 | loss: 0.0311125 | val_loss: 0.0311734 | Time: 1640.17 ms [2022-01-13 15:21:24 main:574] : INFO : Epoch 1586 | loss: 0.031118 | val_loss: 0.0311742 | Time: 1653.57 ms [2022-01-13 15:21:26 main:574] : INFO : Epoch 1587 | loss: 0.031113 | val_loss: 0.0311753 | Time: 1593.9 ms [2022-01-13 15:21:28 main:574] : INFO : Epoch 1588 | loss: 0.0311134 | val_loss: 0.0311672 | Time: 1635.55 ms [2022-01-13 15:21:29 main:574] : INFO : Epoch 1589 | loss: 0.031111 | val_loss: 0.0311642 | Time: 1555.17 ms [2022-01-13 15:21:31 main:574] : INFO : Epoch 1590 | loss: 0.0311132 | val_loss: 0.0311646 | Time: 1574.66 ms [2022-01-13 15:21:32 main:574] : INFO : Epoch 1591 | loss: 0.0311108 | val_loss: 0.0311664 | Time: 1623.46 ms [2022-01-13 15:21:34 main:574] : INFO : Epoch 1592 | loss: 0.0311114 | val_loss: 0.0311671 | Time: 1566.38 ms [2022-01-13 15:21:36 main:574] : INFO : Epoch 1593 | loss: 0.0311116 | val_loss: 0.0311609 | Time: 1607.75 ms [2022-01-13 15:21:37 main:574] : INFO : Epoch 1594 | loss: 0.0311095 | val_loss: 0.0311637 | Time: 1630.6 ms [2022-01-13 15:21:39 main:574] : INFO : Epoch 1595 | loss: 0.0311109 | val_loss: 0.0311636 | Time: 1621.22 ms [2022-01-13 15:21:41 main:574] : INFO : Epoch 1596 | loss: 0.0311094 | val_loss: 0.0311642 | Time: 1667.07 ms [2022-01-13 15:21:42 main:574] : INFO : Epoch 1597 | loss: 0.0311117 | val_loss: 0.031168 | Time: 1641.8 ms [2022-01-13 15:21:44 main:574] : INFO : Epoch 1598 | loss: 0.03111 | val_loss: 0.03118 | Time: 1602.74 ms [2022-01-13 15:21:45 main:574] : INFO : Epoch 1599 | loss: 0.0311113 | val_loss: 0.0311806 | Time: 1590.44 ms [2022-01-13 15:21:47 main:574] : INFO : Epoch 1600 | loss: 0.0311121 | val_loss: 0.0311715 | Time: 1623.81 ms [2022-01-13 15:21:49 main:574] : INFO : Epoch 1601 | loss: 0.0311076 | val_loss: 0.0311755 | Time: 1639.96 ms [2022-01-13 15:21:50 main:574] : INFO : Epoch 1602 | loss: 0.0311107 | val_loss: 0.0311663 | Time: 1588.27 ms [2022-01-13 15:21:52 main:574] : INFO : Epoch 1603 | loss: 0.0311101 | val_loss: 0.0311703 | Time: 1571.57 ms [2022-01-13 15:21:53 main:574] : INFO : Epoch 1604 | loss: 0.031107 | val_loss: 0.0311734 | Time: 1600.62 ms [2022-01-13 15:21:55 main:574] : INFO : Epoch 1605 | loss: 0.0311101 | val_loss: 0.0311755 | Time: 1631.43 ms [2022-01-13 15:21:57 main:574] : INFO : Epoch 1606 | loss: 0.0311153 | val_loss: 0.0311791 | Time: 1629.09 ms [2022-01-13 15:21:58 main:574] : INFO : Epoch 1607 | loss: 0.031127 | val_loss: 0.0311729 | Time: 1607.74 ms [2022-01-13 15:22:00 main:574] : INFO : Epoch 1608 | loss: 0.0311184 | val_loss: 0.0311699 | Time: 1588.83 ms [2022-01-13 15:22:02 main:574] : INFO : Epoch 1609 | loss: 0.0311115 | val_loss: 0.0311762 | Time: 1574.9 ms [2022-01-13 15:22:03 main:574] : INFO : Epoch 1610 | loss: 0.0311127 | val_loss: 0.0311684 | Time: 1572.3 ms [2022-01-13 15:22:05 main:574] : INFO : Epoch 1611 | loss: 0.0311068 | val_loss: 0.0311656 | Time: 1592.25 ms [2022-01-13 15:22:06 main:574] : INFO : Epoch 1612 | loss: 0.0311068 | val_loss: 0.0311647 | Time: 1580.98 ms [2022-01-13 15:22:08 main:574] : INFO : Epoch 1613 | loss: 0.0311087 | val_loss: 0.0311762 | Time: 1584.41 ms [2022-01-13 15:22:09 main:574] : INFO : Epoch 1614 | loss: 0.0311074 | val_loss: 0.0311614 | Time: 1607.94 ms [2022-01-13 15:22:11 main:574] : INFO : Epoch 1615 | loss: 0.0311134 | val_loss: 0.0311656 | Time: 1601.77 ms [2022-01-13 15:22:13 main:574] : INFO : Epoch 1616 | loss: 0.0311102 | val_loss: 0.0311691 | Time: 1626.3 ms [2022-01-13 15:22:14 main:574] : INFO : Epoch 1617 | loss: 0.0311112 | val_loss: 0.0311806 | Time: 1654.44 ms [2022-01-13 15:22:16 main:574] : INFO : Epoch 1618 | loss: 0.0311066 | val_loss: 0.0311645 | Time: 1619.58 ms [2022-01-13 15:22:18 main:574] : INFO : Epoch 1619 | loss: 0.0311087 | val_loss: 0.0311731 | Time: 1626.74 ms [2022-01-13 15:22:19 main:574] : INFO : Epoch 1620 | loss: 0.0311105 | val_loss: 0.0311708 | Time: 1623.92 ms [2022-01-13 15:22:21 main:574] : INFO : Epoch 1621 | loss: 0.0311076 | val_loss: 0.0311648 | Time: 1617.53 ms [2022-01-13 15:22:22 main:574] : INFO : Epoch 1622 | loss: 0.0311086 | val_loss: 0.0311821 | Time: 1603.35 ms [2022-01-13 15:22:24 main:574] : INFO : Epoch 1623 | loss: 0.0311094 | val_loss: 0.0311704 | Time: 1570.57 ms [2022-01-13 15:22:26 main:574] : INFO : Epoch 1624 | loss: 0.0311065 | val_loss: 0.0311772 | Time: 1597.57 ms [2022-01-13 15:22:27 main:574] : INFO : Epoch 1625 | loss: 0.0311039 | val_loss: 0.0311753 | Time: 1620.09 ms [2022-01-13 15:22:29 main:574] : INFO : Epoch 1626 | loss: 0.0311068 | val_loss: 0.0311726 | Time: 1606.94 ms [2022-01-13 15:22:30 main:574] : INFO : Epoch 1627 | loss: 0.0311057 | val_loss: 0.0311759 | Time: 1613.12 ms [2022-01-13 15:22:32 main:574] : INFO : Epoch 1628 | loss: 0.0311028 | val_loss: 0.0311712 | Time: 1636.49 ms [2022-01-13 15:22:34 main:574] : INFO : Epoch 1629 | loss: 0.0311047 | val_loss: 0.031173 | Time: 1629.38 ms [2022-01-13 15:22:35 main:574] : INFO : Epoch 1630 | loss: 0.0311078 | val_loss: 0.0311666 | Time: 1605.41 ms [2022-01-13 15:22:37 main:574] : INFO : Epoch 1631 | loss: 0.031109 | val_loss: 0.0311695 | Time: 1617.17 ms [2022-01-13 15:22:39 main:574] : INFO : Epoch 1632 | loss: 0.0311023 | val_loss: 0.0311665 | Time: 1608.65 ms [2022-01-13 15:22:40 main:574] : INFO : Epoch 1633 | loss: 0.0311061 | val_loss: 0.0311751 | Time: 1633.35 ms [2022-01-13 15:22:42 main:574] : INFO : Epoch 1634 | loss: 0.0311055 | val_loss: 0.0311733 | Time: 1633.22 ms [2022-01-13 15:22:44 main:574] : INFO : Epoch 1635 | loss: 0.0311065 | val_loss: 0.03118 | Time: 1676.95 ms [2022-01-13 15:22:55 main:574] : INFO : Epoch 1636 | loss: 0.0311141 | val_loss: 0.0311643 | Time: 11676.4 ms [2022-01-13 15:22:57 main:574] : INFO : Epoch 1637 | loss: 0.0311102 | val_loss: 0.0311756 | Time: 1624.06 ms [2022-01-13 15:22:59 main:574] : INFO : Epoch 1638 | loss: 0.0311043 | val_loss: 0.0311681 | Time: 1693.17 ms [2022-01-13 15:23:00 main:574] : INFO : Epoch 1639 | loss: 0.0311026 | val_loss: 0.0311688 | Time: 1691.74 ms [2022-01-13 15:23:02 main:574] : INFO : Epoch 1640 | loss: 0.0311047 | val_loss: 0.0311822 | Time: 1679.25 ms [2022-01-13 15:23:04 main:574] : INFO : Epoch 1641 | loss: 0.0311128 | val_loss: 0.0311731 | Time: 1656.51 ms [2022-01-13 15:23:05 main:574] : INFO : Epoch 1642 | loss: 0.0311084 | val_loss: 0.03117 | Time: 1581.73 ms [2022-01-13 15:23:07 main:574] : INFO : Epoch 1643 | loss: 0.0311033 | val_loss: 0.0311659 | Time: 1605.37 ms [2022-01-13 15:23:08 main:574] : INFO : Epoch 1644 | loss: 0.0311034 | val_loss: 0.0311654 | Time: 1582.73 ms [2022-01-13 15:23:10 main:574] : INFO : Epoch 1645 | loss: 0.0311043 | val_loss: 0.0311674 | Time: 1544.23 ms [2022-01-13 15:23:11 main:574] : INFO : Epoch 1646 | loss: 0.0311043 | val_loss: 0.0311766 | Time: 1591.48 ms [2022-01-13 15:23:13 main:574] : INFO : Epoch 1647 | loss: 0.0311003 | val_loss: 0.0311792 | Time: 1640.9 ms [2022-01-13 15:23:15 main:574] : INFO : Epoch 1648 | loss: 0.0311036 | val_loss: 0.0311672 | Time: 1636.92 ms [2022-01-13 15:23:16 main:574] : INFO : Epoch 1649 | loss: 0.0311115 | val_loss: 0.0312047 | Time: 1614.17 ms [2022-01-13 15:23:18 main:574] : INFO : Epoch 1650 | loss: 0.0311081 | val_loss: 0.0311707 | Time: 1605.41 ms [2022-01-13 15:23:20 main:574] : INFO : Epoch 1651 | loss: 0.0311076 | val_loss: 0.0311866 | Time: 1585.26 ms [2022-01-13 15:23:21 main:574] : INFO : Epoch 1652 | loss: 0.0311077 | val_loss: 0.0311595 | Time: 1583.55 ms [2022-01-13 15:23:23 main:574] : INFO : Epoch 1653 | loss: 0.0311072 | val_loss: 0.0311633 | Time: 1590.29 ms [2022-01-13 15:23:24 main:574] : INFO : Epoch 1654 | loss: 0.0311054 | val_loss: 0.0311692 | Time: 1611.84 ms [2022-01-13 15:23:26 main:574] : INFO : Epoch 1655 | loss: 0.0311045 | val_loss: 0.0311664 | Time: 1556.74 ms [2022-01-13 15:23:28 main:574] : INFO : Epoch 1656 | loss: 0.0311059 | val_loss: 0.0311749 | Time: 1583.76 ms [2022-01-13 15:23:29 main:574] : INFO : Epoch 1657 | loss: 0.0311076 | val_loss: 0.0311732 | Time: 1592.7 ms [2022-01-13 15:23:31 main:574] : INFO : Epoch 1658 | loss: 0.031108 | val_loss: 0.0311656 | Time: 1609.71 ms [2022-01-13 15:23:32 main:574] : INFO : Epoch 1659 | loss: 0.0311032 | val_loss: 0.0311823 | Time: 1641.31 ms [2022-01-13 15:23:34 main:574] : INFO : Epoch 1660 | loss: 0.0311045 | val_loss: 0.0311683 | Time: 1647.68 ms [2022-01-13 15:23:36 main:574] : INFO : Epoch 1661 | loss: 0.0311039 | val_loss: 0.031162 | Time: 1618.44 ms [2022-01-13 15:23:37 main:574] : INFO : Epoch 1662 | loss: 0.0311102 | val_loss: 0.0311855 | Time: 1606.91 ms [2022-01-13 15:23:39 main:574] : INFO : Epoch 1663 | loss: 0.0311078 | val_loss: 0.0311616 | Time: 1610.36 ms [2022-01-13 15:23:40 main:574] : INFO : Epoch 1664 | loss: 0.0311047 | val_loss: 0.0311701 | Time: 1617.98 ms [2022-01-13 15:23:42 main:574] : INFO : Epoch 1665 | loss: 0.0311058 | val_loss: 0.0311709 | Time: 1585.87 ms [2022-01-13 15:23:44 main:574] : INFO : Epoch 1666 | loss: 0.0311013 | val_loss: 0.0311679 | Time: 1569.29 ms [2022-01-13 15:23:45 main:574] : INFO : Epoch 1667 | loss: 0.031109 | val_loss: 0.0311757 | Time: 1588.83 ms [2022-01-13 15:23:47 main:574] : INFO : Epoch 1668 | loss: 0.0311053 | val_loss: 0.0311653 | Time: 1604.91 ms [2022-01-13 15:23:49 main:574] : INFO : Epoch 1669 | loss: 0.0311008 | val_loss: 0.0311667 | Time: 1651.91 ms [2022-01-13 15:23:50 main:574] : INFO : Epoch 1670 | loss: 0.0311015 | val_loss: 0.0311697 | Time: 1636.17 ms [2022-01-13 15:23:52 main:574] : INFO : Epoch 1671 | loss: 0.0311024 | val_loss: 0.0311713 | Time: 1583.69 ms [2022-01-13 15:23:53 main:574] : INFO : Epoch 1672 | loss: 0.0311021 | val_loss: 0.0311752 | Time: 1590.59 ms [2022-01-13 15:23:55 main:574] : INFO : Epoch 1673 | loss: 0.0310996 | val_loss: 0.0311777 | Time: 1635.37 ms [2022-01-13 15:23:57 main:574] : INFO : Epoch 1674 | loss: 0.0310973 | val_loss: 0.0311679 | Time: 1614.1 ms [2022-01-13 15:23:58 main:574] : INFO : Epoch 1675 | loss: 0.0311004 | val_loss: 0.0311679 | Time: 1582.15 ms [2022-01-13 15:24:00 main:574] : INFO : Epoch 1676 | loss: 0.0310983 | val_loss: 0.0311744 | Time: 1599.56 ms [2022-01-13 15:24:01 main:574] : INFO : Epoch 1677 | loss: 0.0311035 | val_loss: 0.0311749 | Time: 1566.83 ms [2022-01-13 15:24:03 main:574] : INFO : Epoch 1678 | loss: 0.031102 | val_loss: 0.0311766 | Time: 1564.32 ms [2022-01-13 15:24:04 main:574] : INFO : Epoch 1679 | loss: 0.0310991 | val_loss: 0.031175 | Time: 1575.81 ms [2022-01-13 15:24:06 main:574] : INFO : Epoch 1680 | loss: 0.0310982 | val_loss: 0.0311718 | Time: 1603.75 ms [2022-01-13 15:24:08 main:574] : INFO : Epoch 1681 | loss: 0.0310997 | val_loss: 0.0311711 | Time: 1618.02 ms [2022-01-13 15:24:09 main:574] : INFO : Epoch 1682 | loss: 0.0311019 | val_loss: 0.0311693 | Time: 1607.54 ms [2022-01-13 15:24:11 main:574] : INFO : Epoch 1683 | loss: 0.0310993 | val_loss: 0.0311762 | Time: 1613.73 ms [2022-01-13 15:24:13 main:574] : INFO : Epoch 1684 | loss: 0.0311032 | val_loss: 0.0311775 | Time: 1605.39 ms [2022-01-13 15:24:14 main:574] : INFO : Epoch 1685 | loss: 0.0311304 | val_loss: 0.0311686 | Time: 1591.68 ms [2022-01-13 15:24:16 main:574] : INFO : Epoch 1686 | loss: 0.0311164 | val_loss: 0.0311664 | Time: 1588.85 ms [2022-01-13 15:24:17 main:574] : INFO : Epoch 1687 | loss: 0.0311092 | val_loss: 0.0311667 | Time: 1604.74 ms [2022-01-13 15:24:19 main:574] : INFO : Epoch 1688 | loss: 0.0311061 | val_loss: 0.0311722 | Time: 1582.28 ms [2022-01-13 15:24:21 main:574] : INFO : Epoch 1689 | loss: 0.0311021 | val_loss: 0.0311738 | Time: 1614.22 ms [2022-01-13 15:24:22 main:574] : INFO : Epoch 1690 | loss: 0.0310965 | val_loss: 0.0311781 | Time: 1572.5 ms [2022-01-13 15:24:24 main:574] : INFO : Epoch 1691 | loss: 0.0310965 | val_loss: 0.0311704 | Time: 1602.63 ms [2022-01-13 15:24:25 main:574] : INFO : Epoch 1692 | loss: 0.0311022 | val_loss: 0.0311741 | Time: 1623.71 ms [2022-01-13 15:24:27 main:574] : INFO : Epoch 1693 | loss: 0.0310992 | val_loss: 0.0311758 | Time: 1613.82 ms [2022-01-13 15:24:29 main:574] : INFO : Epoch 1694 | loss: 0.0311012 | val_loss: 0.0311711 | Time: 1593.98 ms [2022-01-13 15:24:30 main:574] : INFO : Epoch 1695 | loss: 0.0311021 | val_loss: 0.0311736 | Time: 1585.54 ms [2022-01-13 15:24:32 main:574] : INFO : Epoch 1696 | loss: 0.031105 | val_loss: 0.0311735 | Time: 1637.18 ms [2022-01-13 15:24:33 main:574] : INFO : Epoch 1697 | loss: 0.0311031 | val_loss: 0.0311776 | Time: 1585.84 ms [2022-01-13 15:24:35 main:574] : INFO : Epoch 1698 | loss: 0.0311009 | val_loss: 0.0311864 | Time: 1590.2 ms [2022-01-13 15:24:37 main:574] : INFO : Epoch 1699 | loss: 0.031102 | val_loss: 0.0311787 | Time: 1592.97 ms [2022-01-13 15:24:38 main:574] : INFO : Epoch 1700 | loss: 0.0310991 | val_loss: 0.0311752 | Time: 1628.74 ms [2022-01-13 15:24:40 main:574] : INFO : Epoch 1701 | loss: 0.0310969 | val_loss: 0.0311766 | Time: 1610.91 ms [2022-01-13 15:24:41 main:574] : INFO : Epoch 1702 | loss: 0.0311033 | val_loss: 0.0311663 | Time: 1607.84 ms [2022-01-13 15:24:43 main:574] : INFO : Epoch 1703 | loss: 0.0311084 | val_loss: 0.0311725 | Time: 1613.54 ms [2022-01-13 15:24:45 main:574] : INFO : Epoch 1704 | loss: 0.0311207 | val_loss: 0.0311612 | Time: 1622.56 ms [2022-01-13 15:24:46 main:574] : INFO : Epoch 1705 | loss: 0.0311084 | val_loss: 0.0311776 | Time: 1589.1 ms [2022-01-13 15:24:48 main:574] : INFO : Epoch 1706 | loss: 0.0311038 | val_loss: 0.0311623 | Time: 1612.4 ms [2022-01-13 15:24:49 main:574] : INFO : Epoch 1707 | loss: 0.0311039 | val_loss: 0.0311716 | Time: 1633.57 ms [2022-01-13 15:24:51 main:574] : INFO : Epoch 1708 | loss: 0.0310998 | val_loss: 0.0311697 | Time: 1593.5 ms [2022-01-13 15:24:53 main:574] : INFO : Epoch 1709 | loss: 0.0310977 | val_loss: 0.0311663 | Time: 1636.44 ms [2022-01-13 15:24:54 main:574] : INFO : Epoch 1710 | loss: 0.0311025 | val_loss: 0.0311727 | Time: 1560.36 ms [2022-01-13 15:24:56 main:574] : INFO : Epoch 1711 | loss: 0.0311021 | val_loss: 0.0311678 | Time: 1621.17 ms [2022-01-13 15:24:58 main:574] : INFO : Epoch 1712 | loss: 0.0310987 | val_loss: 0.03117 | Time: 1691.62 ms [2022-01-13 15:24:59 main:574] : INFO : Epoch 1713 | loss: 0.0310989 | val_loss: 0.0311662 | Time: 1714.71 ms [2022-01-13 15:25:01 main:574] : INFO : Epoch 1714 | loss: 0.0310995 | val_loss: 0.0311721 | Time: 1694.04 ms [2022-01-13 15:25:03 main:574] : INFO : Epoch 1715 | loss: 0.0310978 | val_loss: 0.0311716 | Time: 1639.78 ms [2022-01-13 15:25:04 main:574] : INFO : Epoch 1716 | loss: 0.0310964 | val_loss: 0.0311742 | Time: 1612.83 ms [2022-01-13 15:25:06 main:574] : INFO : Epoch 1717 | loss: 0.031099 | val_loss: 0.0311792 | Time: 1586.46 ms [2022-01-13 15:25:07 main:574] : INFO : Epoch 1718 | loss: 0.0310974 | val_loss: 0.0311744 | Time: 1604.52 ms [2022-01-13 15:25:09 main:574] : INFO : Epoch 1719 | loss: 0.0310987 | val_loss: 0.0311735 | Time: 1602.16 ms [2022-01-13 15:25:11 main:574] : INFO : Epoch 1720 | loss: 0.0311112 | val_loss: 0.0311754 | Time: 1617.85 ms [2022-01-13 15:25:12 main:574] : INFO : Epoch 1721 | loss: 0.0311038 | val_loss: 0.0311701 | Time: 1561.9 ms [2022-01-13 15:25:14 main:574] : INFO : Epoch 1722 | loss: 0.0311006 | val_loss: 0.0311664 | Time: 1607.77 ms [2022-01-13 15:25:16 main:574] : INFO : Epoch 1723 | loss: 0.0311036 | val_loss: 0.031168 | Time: 1634.86 ms [2022-01-13 15:25:17 main:574] : INFO : Epoch 1724 | loss: 0.0311027 | val_loss: 0.031183 | Time: 1604.71 ms [2022-01-13 15:25:19 main:574] : INFO : Epoch 1725 | loss: 0.031099 | val_loss: 0.0311707 | Time: 1632.77 ms [2022-01-13 15:25:20 main:574] : INFO : Epoch 1726 | loss: 0.0310985 | val_loss: 0.0311753 | Time: 1646.26 ms [2022-01-13 15:25:22 main:574] : INFO : Epoch 1727 | loss: 0.0310943 | val_loss: 0.0311749 | Time: 1622.21 ms [2022-01-13 15:25:24 main:574] : INFO : Epoch 1728 | loss: 0.0310963 | val_loss: 0.0311703 | Time: 1618.66 ms [2022-01-13 15:25:25 main:574] : INFO : Epoch 1729 | loss: 0.0310954 | val_loss: 0.0311705 | Time: 1601.35 ms [2022-01-13 15:25:27 main:574] : INFO : Epoch 1730 | loss: 0.0310987 | val_loss: 0.0311736 | Time: 1620.67 ms [2022-01-13 15:25:28 main:574] : INFO : Epoch 1731 | loss: 0.0310954 | val_loss: 0.0311733 | Time: 1606.86 ms [2022-01-13 15:25:30 main:574] : INFO : Epoch 1732 | loss: 0.0310953 | val_loss: 0.031175 | Time: 1657.4 ms [2022-01-13 15:25:32 main:574] : INFO : Epoch 1733 | loss: 0.0310959 | val_loss: 0.0311914 | Time: 1646.97 ms [2022-01-13 15:25:33 main:574] : INFO : Epoch 1734 | loss: 0.0311036 | val_loss: 0.0311783 | Time: 1658.37 ms [2022-01-13 15:25:35 main:574] : INFO : Epoch 1735 | loss: 0.0311017 | val_loss: 0.0311768 | Time: 1620.66 ms [2022-01-13 15:25:37 main:574] : INFO : Epoch 1736 | loss: 0.0310983 | val_loss: 0.031172 | Time: 1617.97 ms [2022-01-13 15:25:38 main:574] : INFO : Epoch 1737 | loss: 0.0311012 | val_loss: 0.0311711 | Time: 1603.19 ms [2022-01-13 15:25:40 main:574] : INFO : Epoch 1738 | loss: 0.0311 | val_loss: 0.0311703 | Time: 1603.79 ms [2022-01-13 15:25:42 main:574] : INFO : Epoch 1739 | loss: 0.0310965 | val_loss: 0.0311748 | Time: 1635.49 ms [2022-01-13 15:25:43 main:574] : INFO : Epoch 1740 | loss: 0.0310939 | val_loss: 0.0311709 | Time: 1619.74 ms [2022-01-13 15:25:45 main:574] : INFO : Epoch 1741 | loss: 0.0310956 | val_loss: 0.0311795 | Time: 1616.22 ms [2022-01-13 15:25:46 main:574] : INFO : Epoch 1742 | loss: 0.0311011 | val_loss: 0.031175 | Time: 1638.79 ms [2022-01-13 15:25:48 main:574] : INFO : Epoch 1743 | loss: 0.0311037 | val_loss: 0.0311726 | Time: 1634.78 ms [2022-01-13 15:25:50 main:574] : INFO : Epoch 1744 | loss: 0.0311 | val_loss: 0.03118 | Time: 1688.46 ms [2022-01-13 15:25:51 main:574] : INFO : Epoch 1745 | loss: 0.0310972 | val_loss: 0.0311746 | Time: 1630.01 ms [2022-01-13 15:25:53 main:574] : INFO : Epoch 1746 | loss: 0.0310899 | val_loss: 0.031175 | Time: 1600.84 ms [2022-01-13 15:25:55 main:574] : INFO : Epoch 1747 | loss: 0.0310981 | val_loss: 0.0311746 | Time: 1613.1 ms [2022-01-13 15:25:56 main:574] : INFO : Epoch 1748 | loss: 0.0310968 | val_loss: 0.0311712 | Time: 1636.56 ms [2022-01-13 15:25:58 main:574] : INFO : Epoch 1749 | loss: 0.0310941 | val_loss: 0.0311788 | Time: 1577.34 ms [2022-01-13 15:25:59 main:574] : INFO : Epoch 1750 | loss: 0.031097 | val_loss: 0.031174 | Time: 1570.22 ms [2022-01-13 15:26:01 main:574] : INFO : Epoch 1751 | loss: 0.0311041 | val_loss: 0.0311698 | Time: 1591.9 ms [2022-01-13 15:26:03 main:574] : INFO : Epoch 1752 | loss: 0.0310987 | val_loss: 0.0311707 | Time: 1577.1 ms [2022-01-13 15:26:04 main:574] : INFO : Epoch 1753 | loss: 0.0311051 | val_loss: 0.0311821 | Time: 1626.52 ms [2022-01-13 15:26:06 main:574] : INFO : Epoch 1754 | loss: 0.0311085 | val_loss: 0.0311802 | Time: 1649.41 ms [2022-01-13 15:26:07 main:574] : INFO : Epoch 1755 | loss: 0.0311098 | val_loss: 0.031171 | Time: 1622.86 ms [2022-01-13 15:26:09 main:574] : INFO : Epoch 1756 | loss: 0.0310971 | val_loss: 0.0311777 | Time: 1628.04 ms [2022-01-13 15:26:11 main:574] : INFO : Epoch 1757 | loss: 0.0310982 | val_loss: 0.0311694 | Time: 1623.46 ms [2022-01-13 15:26:12 main:574] : INFO : Epoch 1758 | loss: 0.031094 | val_loss: 0.0311684 | Time: 1611.68 ms [2022-01-13 15:26:14 main:574] : INFO : Epoch 1759 | loss: 0.0310911 | val_loss: 0.0311743 | Time: 1640.02 ms [2022-01-13 15:26:16 main:574] : INFO : Epoch 1760 | loss: 0.0310912 | val_loss: 0.0311758 | Time: 1656.47 ms [2022-01-13 15:26:17 main:574] : INFO : Epoch 1761 | loss: 0.0310929 | val_loss: 0.0311773 | Time: 1609.25 ms [2022-01-13 15:26:19 main:574] : INFO : Epoch 1762 | loss: 0.0311005 | val_loss: 0.0311763 | Time: 1626.88 ms [2022-01-13 15:26:21 main:574] : INFO : Epoch 1763 | loss: 0.0310963 | val_loss: 0.0311752 | Time: 1606.18 ms [2022-01-13 15:26:22 main:574] : INFO : Epoch 1764 | loss: 0.031095 | val_loss: 0.0311847 | Time: 1594.41 ms [2022-01-13 15:26:24 main:574] : INFO : Epoch 1765 | loss: 0.0311045 | val_loss: 0.0311687 | Time: 1593.46 ms [2022-01-13 15:26:25 main:574] : INFO : Epoch 1766 | loss: 0.0310927 | val_loss: 0.0311785 | Time: 1587.22 ms [2022-01-13 15:26:27 main:574] : INFO : Epoch 1767 | loss: 0.0310882 | val_loss: 0.0311745 | Time: 1581.01 ms [2022-01-13 15:26:28 main:574] : INFO : Epoch 1768 | loss: 0.0310924 | val_loss: 0.0311716 | Time: 1621.18 ms [2022-01-13 15:26:30 main:574] : INFO : Epoch 1769 | loss: 0.0310929 | val_loss: 0.0311798 | Time: 1625.56 ms [2022-01-13 15:26:32 main:574] : INFO : Epoch 1770 | loss: 0.0310881 | val_loss: 0.0311769 | Time: 1611.34 ms [2022-01-13 15:26:33 main:574] : INFO : Epoch 1771 | loss: 0.0310901 | val_loss: 0.0311755 | Time: 1629.89 ms [2022-01-13 15:26:35 main:574] : INFO : Epoch 1772 | loss: 0.0310925 | val_loss: 0.0311688 | Time: 1611.11 ms [2022-01-13 15:26:37 main:574] : INFO : Epoch 1773 | loss: 0.0310963 | val_loss: 0.0311667 | Time: 1572.04 ms [2022-01-13 15:26:38 main:574] : INFO : Epoch 1774 | loss: 0.0310906 | val_loss: 0.0311731 | Time: 1601.18 ms [2022-01-13 15:26:40 main:574] : INFO : Epoch 1775 | loss: 0.0310905 | val_loss: 0.0311681 | Time: 1606.77 ms [2022-01-13 15:26:41 main:574] : INFO : Epoch 1776 | loss: 0.031099 | val_loss: 0.0311659 | Time: 1640.12 ms [2022-01-13 15:26:43 main:574] : INFO : Epoch 1777 | loss: 0.0310985 | val_loss: 0.0311678 | Time: 1620.26 ms [2022-01-13 15:26:45 main:574] : INFO : Epoch 1778 | loss: 0.0311014 | val_loss: 0.0311781 | Time: 1589.48 ms [2022-01-13 15:26:46 main:574] : INFO : Epoch 1779 | loss: 0.0310922 | val_loss: 0.031178 | Time: 1572.68 ms [2022-01-13 15:26:48 main:574] : INFO : Epoch 1780 | loss: 0.0310893 | val_loss: 0.0311746 | Time: 1609.03 ms [2022-01-13 15:26:49 main:574] : INFO : Epoch 1781 | loss: 0.0310917 | val_loss: 0.0311718 | Time: 1606.01 ms [2022-01-13 15:26:51 main:574] : INFO : Epoch 1782 | loss: 0.0310904 | val_loss: 0.0311669 | Time: 1637.03 ms [2022-01-13 15:26:53 main:574] : INFO : Epoch 1783 | loss: 0.0310908 | val_loss: 0.0311749 | Time: 1578.91 ms [2022-01-13 15:26:54 main:574] : INFO : Epoch 1784 | loss: 0.0310901 | val_loss: 0.0311819 | Time: 1605.04 ms [2022-01-13 15:26:56 main:574] : INFO : Epoch 1785 | loss: 0.0310915 | val_loss: 0.0311834 | Time: 1611.01 ms [2022-01-13 15:26:57 main:574] : INFO : Epoch 1786 | loss: 0.0310933 | val_loss: 0.0311731 | Time: 1590.18 ms [2022-01-13 15:26:59 main:574] : INFO : Epoch 1787 | loss: 0.0310911 | val_loss: 0.0311753 | Time: 1629.67 ms [2022-01-13 15:27:01 main:574] : INFO : Epoch 1788 | loss: 0.0310895 | val_loss: 0.0311734 | Time: 1588.09 ms [2022-01-13 15:27:02 main:574] : INFO : Epoch 1789 | loss: 0.0310935 | val_loss: 0.0311744 | Time: 1602.94 ms [2022-01-13 15:27:04 main:574] : INFO : Epoch 1790 | loss: 0.0310936 | val_loss: 0.0311763 | Time: 1613.48 ms [2022-01-13 15:27:06 main:574] : INFO : Epoch 1791 | loss: 0.0310937 | val_loss: 0.0311838 | Time: 1607.15 ms [2022-01-13 15:27:07 main:574] : INFO : Epoch 1792 | loss: 0.0310922 | val_loss: 0.0311756 | Time: 1596.41 ms [2022-01-13 15:27:09 main:574] : INFO : Epoch 1793 | loss: 0.0310911 | val_loss: 0.0311746 | Time: 1602.83 ms [2022-01-13 15:27:10 main:574] : INFO : Epoch 1794 | loss: 0.0310918 | val_loss: 0.0311841 | Time: 1654.77 ms [2022-01-13 15:27:12 main:574] : INFO : Epoch 1795 | loss: 0.0310937 | val_loss: 0.0311794 | Time: 1591.62 ms [2022-01-13 15:27:14 main:574] : INFO : Epoch 1796 | loss: 0.0310914 | val_loss: 0.0311734 | Time: 1595.77 ms [2022-01-13 15:27:15 main:574] : INFO : Epoch 1797 | loss: 0.0310944 | val_loss: 0.0311729 | Time: 1612.16 ms [2022-01-13 15:27:17 main:574] : INFO : Epoch 1798 | loss: 0.0310946 | val_loss: 0.0311769 | Time: 1597.44 ms [2022-01-13 15:27:18 main:574] : INFO : Epoch 1799 | loss: 0.0310885 | val_loss: 0.0311735 | Time: 1604.95 ms [2022-01-13 15:27:20 main:574] : INFO : Epoch 1800 | loss: 0.0310932 | val_loss: 0.0311792 | Time: 1612.88 ms [2022-01-13 15:27:22 main:574] : INFO : Epoch 1801 | loss: 0.0310906 | val_loss: 0.0311768 | Time: 1662.28 ms [2022-01-13 15:27:23 main:574] : INFO : Epoch 1802 | loss: 0.0310928 | val_loss: 0.0311863 | Time: 1643.09 ms [2022-01-13 15:27:25 main:574] : INFO : Epoch 1803 | loss: 0.0310913 | val_loss: 0.0311726 | Time: 1651.59 ms [2022-01-13 15:27:27 main:574] : INFO : Epoch 1804 | loss: 0.0311075 | val_loss: 0.0311809 | Time: 1652.94 ms [2022-01-13 15:27:28 main:574] : INFO : Epoch 1805 | loss: 0.0310979 | val_loss: 0.0311696 | Time: 1647.68 ms [2022-01-13 15:27:30 main:574] : INFO : Epoch 1806 | loss: 0.0310916 | val_loss: 0.0311741 | Time: 1684 ms [2022-01-13 15:27:32 main:574] : INFO : Epoch 1807 | loss: 0.031091 | val_loss: 0.0311751 | Time: 1665.28 ms [2022-01-13 15:27:33 main:574] : INFO : Epoch 1808 | loss: 0.0310925 | val_loss: 0.0311725 | Time: 1662.73 ms [2022-01-13 15:27:35 main:574] : INFO : Epoch 1809 | loss: 0.0310887 | val_loss: 0.0311734 | Time: 1700.9 ms [2022-01-13 15:27:37 main:574] : INFO : Epoch 1810 | loss: 0.031093 | val_loss: 0.0311873 | Time: 1632.9 ms [2022-01-13 15:27:38 main:574] : INFO : Epoch 1811 | loss: 0.0310924 | val_loss: 0.0311745 | Time: 1656.77 ms [2022-01-13 15:27:40 main:574] : INFO : Epoch 1812 | loss: 0.0310948 | val_loss: 0.0311956 | Time: 1686.17 ms [2022-01-13 15:27:42 main:574] : INFO : Epoch 1813 | loss: 0.0310969 | val_loss: 0.0311869 | Time: 1677.91 ms [2022-01-13 15:27:43 main:574] : INFO : Epoch 1814 | loss: 0.0310903 | val_loss: 0.0311838 | Time: 1652.81 ms [2022-01-13 15:27:45 main:574] : INFO : Epoch 1815 | loss: 0.0310862 | val_loss: 0.0311752 | Time: 1671.62 ms [2022-01-13 15:27:47 main:574] : INFO : Epoch 1816 | loss: 0.0310851 | val_loss: 0.0311746 | Time: 1653.34 ms [2022-01-13 15:27:48 main:574] : INFO : Epoch 1817 | loss: 0.0310863 | val_loss: 0.031181 | Time: 1658.12 ms [2022-01-13 15:27:50 main:574] : INFO : Epoch 1818 | loss: 0.0310909 | val_loss: 0.0311765 | Time: 1618.25 ms [2022-01-13 15:27:52 main:574] : INFO : Epoch 1819 | loss: 0.0310947 | val_loss: 0.0311696 | Time: 1605.54 ms [2022-01-13 15:27:53 main:574] : INFO : Epoch 1820 | loss: 0.0310985 | val_loss: 0.0311929 | Time: 1639.43 ms [2022-01-13 15:27:55 main:574] : INFO : Epoch 1821 | loss: 0.0310971 | val_loss: 0.0311914 | Time: 1660.25 ms [2022-01-13 15:27:56 main:574] : INFO : Epoch 1822 | loss: 0.0310925 | val_loss: 0.031186 | Time: 1635.96 ms [2022-01-13 15:27:58 main:574] : INFO : Epoch 1823 | loss: 0.0310889 | val_loss: 0.0311734 | Time: 1644.41 ms [2022-01-13 15:28:00 main:574] : INFO : Epoch 1824 | loss: 0.0310862 | val_loss: 0.0311798 | Time: 1624.81 ms [2022-01-13 15:28:01 main:574] : INFO : Epoch 1825 | loss: 0.0310951 | val_loss: 0.0311638 | Time: 1650.75 ms [2022-01-13 15:28:03 main:574] : INFO : Epoch 1826 | loss: 0.0311319 | val_loss: 0.0311633 | Time: 1665.38 ms [2022-01-13 15:28:05 main:574] : INFO : Epoch 1827 | loss: 0.0311206 | val_loss: 0.0311696 | Time: 1646.03 ms [2022-01-13 15:28:06 main:574] : INFO : Epoch 1828 | loss: 0.0311104 | val_loss: 0.0311642 | Time: 1650.44 ms [2022-01-13 15:28:08 main:574] : INFO : Epoch 1829 | loss: 0.0311226 | val_loss: 0.0311628 | Time: 1667.3 ms [2022-01-13 15:28:10 main:574] : INFO : Epoch 1830 | loss: 0.0311138 | val_loss: 0.0311621 | Time: 1573.55 ms [2022-01-13 15:28:11 main:574] : INFO : Epoch 1831 | loss: 0.0311025 | val_loss: 0.0311786 | Time: 1620.54 ms [2022-01-13 15:28:13 main:574] : INFO : Epoch 1832 | loss: 0.0310997 | val_loss: 0.0311656 | Time: 1609.64 ms [2022-01-13 15:28:14 main:574] : INFO : Epoch 1833 | loss: 0.0310953 | val_loss: 0.0311678 | Time: 1613.9 ms [2022-01-13 15:28:16 main:574] : INFO : Epoch 1834 | loss: 0.0310942 | val_loss: 0.0311754 | Time: 1588.64 ms [2022-01-13 15:28:18 main:574] : INFO : Epoch 1835 | loss: 0.0310914 | val_loss: 0.0311739 | Time: 1589.98 ms [2022-01-13 15:28:19 main:574] : INFO : Epoch 1836 | loss: 0.0310895 | val_loss: 0.0311772 | Time: 1612.15 ms [2022-01-13 15:28:21 main:574] : INFO : Epoch 1837 | loss: 0.0310881 | val_loss: 0.0311683 | Time: 1590.07 ms [2022-01-13 15:28:22 main:574] : INFO : Epoch 1838 | loss: 0.0310886 | val_loss: 0.03118 | Time: 1566.64 ms [2022-01-13 15:28:24 main:574] : INFO : Epoch 1839 | loss: 0.0310956 | val_loss: 0.0311769 | Time: 1598.4 ms [2022-01-13 15:28:26 main:574] : INFO : Epoch 1840 | loss: 0.031091 | val_loss: 0.0311723 | Time: 1590.28 ms [2022-01-13 15:28:27 main:574] : INFO : Epoch 1841 | loss: 0.0310896 | val_loss: 0.03118 | Time: 1619.37 ms [2022-01-13 15:28:29 main:574] : INFO : Epoch 1842 | loss: 0.0310864 | val_loss: 0.0311716 | Time: 1663.78 ms [2022-01-13 15:28:31 main:574] : INFO : Epoch 1843 | loss: 0.0310945 | val_loss: 0.0311773 | Time: 1643.36 ms [2022-01-13 15:28:32 main:574] : INFO : Epoch 1844 | loss: 0.0310877 | val_loss: 0.0311771 | Time: 1600.2 ms [2022-01-13 15:28:34 main:574] : INFO : Epoch 1845 | loss: 0.0310891 | val_loss: 0.0311807 | Time: 1607.51 ms [2022-01-13 15:28:35 main:574] : INFO : Epoch 1846 | loss: 0.0310918 | val_loss: 0.0311905 | Time: 1609.12 ms [2022-01-13 15:28:37 main:574] : INFO : Epoch 1847 | loss: 0.0310869 | val_loss: 0.0311735 | Time: 1621.7 ms [2022-01-13 15:28:39 main:574] : INFO : Epoch 1848 | loss: 0.0310948 | val_loss: 0.0311671 | Time: 1595.52 ms [2022-01-13 15:28:40 main:574] : INFO : Epoch 1849 | loss: 0.0310884 | val_loss: 0.0311856 | Time: 1602.87 ms [2022-01-13 15:28:42 main:574] : INFO : Epoch 1850 | loss: 0.0310874 | val_loss: 0.0311954 | Time: 1584.3 ms [2022-01-13 15:28:43 main:574] : INFO : Epoch 1851 | loss: 0.0310891 | val_loss: 0.0311737 | Time: 1608.76 ms [2022-01-13 15:28:45 main:574] : INFO : Epoch 1852 | loss: 0.0310858 | val_loss: 0.0311748 | Time: 1571.07 ms [2022-01-13 15:28:47 main:574] : INFO : Epoch 1853 | loss: 0.0310891 | val_loss: 0.0311761 | Time: 1624.23 ms [2022-01-13 15:28:48 main:574] : INFO : Epoch 1854 | loss: 0.0310841 | val_loss: 0.0311747 | Time: 1636.77 ms [2022-01-13 15:28:50 main:574] : INFO : Epoch 1855 | loss: 0.0310861 | val_loss: 0.0311923 | Time: 1610.75 ms [2022-01-13 15:28:51 main:574] : INFO : Epoch 1856 | loss: 0.031094 | val_loss: 0.0311813 | Time: 1596.87 ms [2022-01-13 15:28:53 main:574] : INFO : Epoch 1857 | loss: 0.0310907 | val_loss: 0.0311804 | Time: 1646.38 ms [2022-01-13 15:28:55 main:574] : INFO : Epoch 1858 | loss: 0.0310912 | val_loss: 0.0311768 | Time: 1589.32 ms [2022-01-13 15:28:56 main:574] : INFO : Epoch 1859 | loss: 0.0310885 | val_loss: 0.0311848 | Time: 1580.03 ms [2022-01-13 15:28:58 main:574] : INFO : Epoch 1860 | loss: 0.031093 | val_loss: 0.0311912 | Time: 1609.23 ms [2022-01-13 15:28:59 main:574] : INFO : Epoch 1861 | loss: 0.0310889 | val_loss: 0.0311841 | Time: 1593.64 ms [2022-01-13 15:29:01 main:574] : INFO : Epoch 1862 | loss: 0.0310846 | val_loss: 0.0311817 | Time: 1625.58 ms [2022-01-13 15:29:03 main:574] : INFO : Epoch 1863 | loss: 0.0310825 | val_loss: 0.0311778 | Time: 1586.56 ms [2022-01-13 15:29:04 main:574] : INFO : Epoch 1864 | loss: 0.0310832 | val_loss: 0.0311892 | Time: 1589.79 ms [2022-01-13 15:29:06 main:574] : INFO : Epoch 1865 | loss: 0.031084 | val_loss: 0.031177 | Time: 1643.36 ms [2022-01-13 15:29:08 main:574] : INFO : Epoch 1866 | loss: 0.0310842 | val_loss: 0.03118 | Time: 1668.1 ms [2022-01-13 15:29:09 main:574] : INFO : Epoch 1867 | loss: 0.0310839 | val_loss: 0.0311787 | Time: 1670.33 ms [2022-01-13 15:29:11 main:574] : INFO : Epoch 1868 | loss: 0.0310843 | val_loss: 0.0311787 | Time: 1608.63 ms [2022-01-13 15:29:13 main:574] : INFO : Epoch 1869 | loss: 0.0310866 | val_loss: 0.0311798 | Time: 1599.23 ms [2022-01-13 15:29:14 main:574] : INFO : Epoch 1870 | loss: 0.0310824 | val_loss: 0.0311796 | Time: 1573.43 ms [2022-01-13 15:29:16 main:574] : INFO : Epoch 1871 | loss: 0.0310897 | val_loss: 0.0311736 | Time: 1624.46 ms [2022-01-13 15:29:17 main:574] : INFO : Epoch 1872 | loss: 0.0310892 | val_loss: 0.0311861 | Time: 1619.27 ms [2022-01-13 15:29:19 main:574] : INFO : Epoch 1873 | loss: 0.0310856 | val_loss: 0.0311882 | Time: 1615.13 ms [2022-01-13 15:29:21 main:574] : INFO : Epoch 1874 | loss: 0.0310851 | val_loss: 0.0311847 | Time: 1650.6 ms [2022-01-13 15:29:22 main:574] : INFO : Epoch 1875 | loss: 0.0310848 | val_loss: 0.0311886 | Time: 1631.04 ms [2022-01-13 15:29:24 main:574] : INFO : Epoch 1876 | loss: 0.0310871 | val_loss: 0.0311886 | Time: 1627.03 ms [2022-01-13 15:29:25 main:574] : INFO : Epoch 1877 | loss: 0.0310878 | val_loss: 0.0311823 | Time: 1599.14 ms [2022-01-13 15:29:27 main:574] : INFO : Epoch 1878 | loss: 0.0310948 | val_loss: 0.0311789 | Time: 1620.96 ms [2022-01-13 15:29:29 main:574] : INFO : Epoch 1879 | loss: 0.031087 | val_loss: 0.0311907 | Time: 1640.2 ms [2022-01-13 15:29:30 main:574] : INFO : Epoch 1880 | loss: 0.0310873 | val_loss: 0.0311846 | Time: 1616.51 ms [2022-01-13 15:29:32 main:574] : INFO : Epoch 1881 | loss: 0.031083 | val_loss: 0.0311814 | Time: 1597.66 ms [2022-01-13 15:29:34 main:574] : INFO : Epoch 1882 | loss: 0.0310925 | val_loss: 0.0311864 | Time: 1627.69 ms [2022-01-13 15:29:35 main:574] : INFO : Epoch 1883 | loss: 0.0310931 | val_loss: 0.0311713 | Time: 1629.87 ms [2022-01-13 15:29:37 main:574] : INFO : Epoch 1884 | loss: 0.0310906 | val_loss: 0.0311777 | Time: 1650.4 ms [2022-01-13 15:29:38 main:574] : INFO : Epoch 1885 | loss: 0.0310885 | val_loss: 0.0311963 | Time: 1614.01 ms [2022-01-13 15:29:40 main:574] : INFO : Epoch 1886 | loss: 0.0310917 | val_loss: 0.0311946 | Time: 1616.31 ms [2022-01-13 15:29:42 main:574] : INFO : Epoch 1887 | loss: 0.0310953 | val_loss: 0.0311923 | Time: 1584.08 ms [2022-01-13 15:29:43 main:574] : INFO : Epoch 1888 | loss: 0.0310865 | val_loss: 0.0311911 | Time: 1588.03 ms [2022-01-13 15:29:45 main:574] : INFO : Epoch 1889 | loss: 0.0310808 | val_loss: 0.0311822 | Time: 1656.61 ms [2022-01-13 15:29:47 main:574] : INFO : Epoch 1890 | loss: 0.0310784 | val_loss: 0.0311842 | Time: 1629 ms [2022-01-13 15:29:48 main:574] : INFO : Epoch 1891 | loss: 0.0310819 | val_loss: 0.0311868 | Time: 1600.24 ms [2022-01-13 15:29:50 main:574] : INFO : Epoch 1892 | loss: 0.0310874 | val_loss: 0.0311786 | Time: 1588.41 ms [2022-01-13 15:29:51 main:574] : INFO : Epoch 1893 | loss: 0.0310825 | val_loss: 0.0311888 | Time: 1641.73 ms [2022-01-13 15:29:53 main:574] : INFO : Epoch 1894 | loss: 0.0310885 | val_loss: 0.0311807 | Time: 1648.75 ms [2022-01-13 15:29:55 main:574] : INFO : Epoch 1895 | loss: 0.0310891 | val_loss: 0.0311875 | Time: 1661.18 ms [2022-01-13 15:29:56 main:574] : INFO : Epoch 1896 | loss: 0.0310877 | val_loss: 0.0311735 | Time: 1639.57 ms [2022-01-13 15:29:58 main:574] : INFO : Epoch 1897 | loss: 0.031086 | val_loss: 0.0311823 | Time: 1638.17 ms [2022-01-13 15:30:00 main:574] : INFO : Epoch 1898 | loss: 0.0310869 | val_loss: 0.0311777 | Time: 1598.88 ms [2022-01-13 15:30:01 main:574] : INFO : Epoch 1899 | loss: 0.0310853 | val_loss: 0.0311815 | Time: 1628.68 ms [2022-01-13 15:30:03 main:574] : INFO : Epoch 1900 | loss: 0.0310898 | val_loss: 0.0311927 | Time: 1624.54 ms [2022-01-13 15:30:04 main:574] : INFO : Epoch 1901 | loss: 0.0310922 | val_loss: 0.0311719 | Time: 1563.4 ms [2022-01-13 15:30:06 main:574] : INFO : Epoch 1902 | loss: 0.0310875 | val_loss: 0.0311919 | Time: 1620.51 ms [2022-01-13 15:30:08 main:574] : INFO : Epoch 1903 | loss: 0.0310934 | val_loss: 0.0311939 | Time: 1601.93 ms [2022-01-13 15:30:09 main:574] : INFO : Epoch 1904 | loss: 0.0310883 | val_loss: 0.0311887 | Time: 1639.5 ms [2022-01-13 15:30:11 main:574] : INFO : Epoch 1905 | loss: 0.0310911 | val_loss: 0.0311816 | Time: 1652.05 ms [2022-01-13 15:30:13 main:574] : INFO : Epoch 1906 | loss: 0.0311004 | val_loss: 0.0311713 | Time: 1627.85 ms [2022-01-13 15:30:14 main:574] : INFO : Epoch 1907 | loss: 0.0311024 | val_loss: 0.0311738 | Time: 1611.81 ms [2022-01-13 15:30:16 main:574] : INFO : Epoch 1908 | loss: 0.0310915 | val_loss: 0.0311868 | Time: 1649.91 ms [2022-01-13 15:30:17 main:574] : INFO : Epoch 1909 | loss: 0.0310891 | val_loss: 0.0311866 | Time: 1614.97 ms [2022-01-13 15:30:19 main:574] : INFO : Epoch 1910 | loss: 0.0310817 | val_loss: 0.031179 | Time: 1583.6 ms [2022-01-13 15:30:21 main:574] : INFO : Epoch 1911 | loss: 0.0310834 | val_loss: 0.0311843 | Time: 1582.63 ms [2022-01-13 15:30:22 main:574] : INFO : Epoch 1912 | loss: 0.031081 | val_loss: 0.0311854 | Time: 1623.1 ms [2022-01-13 15:30:24 main:574] : INFO : Epoch 1913 | loss: 0.0310863 | val_loss: 0.0311765 | Time: 1644.95 ms [2022-01-13 15:30:26 main:574] : INFO : Epoch 1914 | loss: 0.0310848 | val_loss: 0.0311847 | Time: 1595.48 ms [2022-01-13 15:30:27 main:574] : INFO : Epoch 1915 | loss: 0.0310821 | val_loss: 0.0311861 | Time: 1640.23 ms [2022-01-13 15:30:29 main:574] : INFO : Epoch 1916 | loss: 0.031086 | val_loss: 0.0311953 | Time: 1636.67 ms [2022-01-13 15:30:30 main:574] : INFO : Epoch 1917 | loss: 0.0310848 | val_loss: 0.0311989 | Time: 1614.01 ms [2022-01-13 15:30:32 main:574] : INFO : Epoch 1918 | loss: 0.0310873 | val_loss: 0.0311835 | Time: 1616.71 ms [2022-01-13 15:30:34 main:574] : INFO : Epoch 1919 | loss: 0.0310867 | val_loss: 0.0311794 | Time: 1614.18 ms [2022-01-13 15:30:35 main:574] : INFO : Epoch 1920 | loss: 0.0310864 | val_loss: 0.0311773 | Time: 1617.74 ms [2022-01-13 15:30:37 main:574] : INFO : Epoch 1921 | loss: 0.0310867 | val_loss: 0.0311911 | Time: 1646.76 ms [2022-01-13 15:30:39 main:574] : INFO : Epoch 1922 | loss: 0.0310836 | val_loss: 0.0311767 | Time: 1615.25 ms [2022-01-13 15:30:40 main:574] : INFO : Epoch 1923 | loss: 0.0310813 | val_loss: 0.0311901 | Time: 1626.89 ms [2022-01-13 15:30:42 main:574] : INFO : Epoch 1924 | loss: 0.0310876 | val_loss: 0.0311872 | Time: 1624.53 ms [2022-01-13 15:30:43 main:574] : INFO : Epoch 1925 | loss: 0.0310916 | val_loss: 0.0311718 | Time: 1602.48 ms [2022-01-13 15:30:45 main:574] : INFO : Epoch 1926 | loss: 0.0310896 | val_loss: 0.0311857 | Time: 1720.1 ms [2022-01-13 15:30:47 main:574] : INFO : Epoch 1927 | loss: 0.0310881 | val_loss: 0.0311827 | Time: 1707.48 ms [2022-01-13 15:30:48 main:574] : INFO : Epoch 1928 | loss: 0.0310839 | val_loss: 0.0311873 | Time: 1666.62 ms [2022-01-13 15:30:50 main:574] : INFO : Epoch 1929 | loss: 0.0310785 | val_loss: 0.0311994 | Time: 1635.91 ms [2022-01-13 15:30:52 main:574] : INFO : Epoch 1930 | loss: 0.031084 | val_loss: 0.0311857 | Time: 1659.11 ms [2022-01-13 15:30:53 main:574] : INFO : Epoch 1931 | loss: 0.0310831 | val_loss: 0.0311907 | Time: 1641.89 ms [2022-01-13 15:30:55 main:574] : INFO : Epoch 1932 | loss: 0.0310793 | val_loss: 0.0311787 | Time: 1649.5 ms [2022-01-13 15:30:57 main:574] : INFO : Epoch 1933 | loss: 0.0310784 | val_loss: 0.0311868 | Time: 1636.62 ms [2022-01-13 15:30:58 main:574] : INFO : Epoch 1934 | loss: 0.0310825 | val_loss: 0.031194 | Time: 1632.57 ms [2022-01-13 15:31:00 main:574] : INFO : Epoch 1935 | loss: 0.0310848 | val_loss: 0.0311974 | Time: 1625.21 ms [2022-01-13 15:31:02 main:574] : INFO : Epoch 1936 | loss: 0.0310853 | val_loss: 0.0311931 | Time: 1641.19 ms [2022-01-13 15:31:03 main:574] : INFO : Epoch 1937 | loss: 0.0310802 | val_loss: 0.0311835 | Time: 1655.88 ms [2022-01-13 15:31:05 main:574] : INFO : Epoch 1938 | loss: 0.0310808 | val_loss: 0.0311973 | Time: 1630.94 ms [2022-01-13 15:31:07 main:574] : INFO : Epoch 1939 | loss: 0.0310857 | val_loss: 0.0311846 | Time: 1635.48 ms [2022-01-13 15:31:08 main:574] : INFO : Epoch 1940 | loss: 0.0310901 | val_loss: 0.0311899 | Time: 1686.33 ms [2022-01-13 15:31:10 main:574] : INFO : Epoch 1941 | loss: 0.0310897 | val_loss: 0.0311825 | Time: 1645.24 ms [2022-01-13 15:31:12 main:574] : INFO : Epoch 1942 | loss: 0.0310866 | val_loss: 0.0311986 | Time: 1622.3 ms [2022-01-13 15:31:13 main:574] : INFO : Epoch 1943 | loss: 0.0310856 | val_loss: 0.0311912 | Time: 1591.7 ms [2022-01-13 15:31:15 main:574] : INFO : Epoch 1944 | loss: 0.0310839 | val_loss: 0.0311868 | Time: 1569.73 ms [2022-01-13 15:31:16 main:574] : INFO : Epoch 1945 | loss: 0.0310909 | val_loss: 0.0311784 | Time: 1625.69 ms [2022-01-13 15:31:18 main:574] : INFO : Epoch 1946 | loss: 0.0310863 | val_loss: 0.0311841 | Time: 1606.94 ms [2022-01-13 15:31:20 main:574] : INFO : Epoch 1947 | loss: 0.0310906 | val_loss: 0.0311813 | Time: 1609.89 ms [2022-01-13 15:31:21 main:574] : INFO : Epoch 1948 | loss: 0.031094 | val_loss: 0.0311917 | Time: 1625.23 ms [2022-01-13 15:31:23 main:574] : INFO : Epoch 1949 | loss: 0.031084 | val_loss: 0.0311834 | Time: 1635.17 ms [2022-01-13 15:31:24 main:574] : INFO : Epoch 1950 | loss: 0.0310828 | val_loss: 0.0311838 | Time: 1671.6 ms [2022-01-13 15:31:26 main:574] : INFO : Epoch 1951 | loss: 0.0310825 | val_loss: 0.0312066 | Time: 1618.64 ms [2022-01-13 15:31:28 main:574] : INFO : Epoch 1952 | loss: 0.0310807 | val_loss: 0.031188 | Time: 1599.84 ms [2022-01-13 15:31:29 main:574] : INFO : Epoch 1953 | loss: 0.0310786 | val_loss: 0.0311819 | Time: 1633.57 ms [2022-01-13 15:31:31 main:574] : INFO : Epoch 1954 | loss: 0.031077 | val_loss: 0.0311874 | Time: 1588.64 ms [2022-01-13 15:31:33 main:574] : INFO : Epoch 1955 | loss: 0.0310813 | val_loss: 0.0311907 | Time: 1577.17 ms [2022-01-13 15:31:34 main:574] : INFO : Epoch 1956 | loss: 0.0310807 | val_loss: 0.0311858 | Time: 1616.73 ms [2022-01-13 15:31:36 main:574] : INFO : Epoch 1957 | loss: 0.0310782 | val_loss: 0.0311929 | Time: 1617.16 ms [2022-01-13 15:31:37 main:574] : INFO : Epoch 1958 | loss: 0.0310837 | val_loss: 0.0311831 | Time: 1631.32 ms [2022-01-13 15:31:39 main:574] : INFO : Epoch 1959 | loss: 0.0310855 | val_loss: 0.0311844 | Time: 1590.95 ms [2022-01-13 15:31:41 main:574] : INFO : Epoch 1960 | loss: 0.0310876 | val_loss: 0.0311995 | Time: 1630.49 ms [2022-01-13 15:31:42 main:574] : INFO : Epoch 1961 | loss: 0.0310776 | val_loss: 0.0311886 | Time: 1625.74 ms [2022-01-13 15:31:44 main:574] : INFO : Epoch 1962 | loss: 0.031078 | val_loss: 0.0311979 | Time: 1650.68 ms [2022-01-13 15:31:46 main:574] : INFO : Epoch 1963 | loss: 0.0310789 | val_loss: 0.0311965 | Time: 1607.93 ms [2022-01-13 15:31:47 main:574] : INFO : Epoch 1964 | loss: 0.0310794 | val_loss: 0.0311929 | Time: 1619.08 ms [2022-01-13 15:31:49 main:574] : INFO : Epoch 1965 | loss: 0.0310776 | val_loss: 0.0312012 | Time: 1611.2 ms [2022-01-13 15:31:50 main:574] : INFO : Epoch 1966 | loss: 0.0310826 | val_loss: 0.031182 | Time: 1585.8 ms [2022-01-13 15:31:52 main:574] : INFO : Epoch 1967 | loss: 0.031083 | val_loss: 0.0311866 | Time: 1617.2 ms [2022-01-13 15:31:54 main:574] : INFO : Epoch 1968 | loss: 0.0310831 | val_loss: 0.0311968 | Time: 1617.48 ms [2022-01-13 15:31:55 main:574] : INFO : Epoch 1969 | loss: 0.0310848 | val_loss: 0.0311816 | Time: 1630.97 ms [2022-01-13 15:31:57 main:574] : INFO : Epoch 1970 | loss: 0.0310802 | val_loss: 0.0312026 | Time: 1618.98 ms [2022-01-13 15:31:58 main:574] : INFO : Epoch 1971 | loss: 0.0310831 | val_loss: 0.0311952 | Time: 1630.22 ms [2022-01-13 15:32:00 main:574] : INFO : Epoch 1972 | loss: 0.0310801 | val_loss: 0.03119 | Time: 1635.78 ms [2022-01-13 15:32:02 main:574] : INFO : Epoch 1973 | loss: 0.0310841 | val_loss: 0.0312148 | Time: 1621.29 ms [2022-01-13 15:32:03 main:574] : INFO : Epoch 1974 | loss: 0.031082 | val_loss: 0.0311889 | Time: 1599.84 ms [2022-01-13 15:32:05 main:574] : INFO : Epoch 1975 | loss: 0.0310829 | val_loss: 0.0311826 | Time: 1626.48 ms [2022-01-13 15:32:07 main:574] : INFO : Epoch 1976 | loss: 0.0310785 | val_loss: 0.0311921 | Time: 1600.85 ms [2022-01-13 15:32:08 main:574] : INFO : Epoch 1977 | loss: 0.0310773 | val_loss: 0.0311972 | Time: 1599.36 ms [2022-01-13 15:32:10 main:574] : INFO : Epoch 1978 | loss: 0.0310781 | val_loss: 0.0311834 | Time: 1612.59 ms [2022-01-13 15:32:11 main:574] : INFO : Epoch 1979 | loss: 0.0310798 | val_loss: 0.0311891 | Time: 1609.41 ms [2022-01-13 15:32:13 main:574] : INFO : Epoch 1980 | loss: 0.0310803 | val_loss: 0.0311909 | Time: 1656.39 ms [2022-01-13 15:32:15 main:574] : INFO : Epoch 1981 | loss: 0.0310864 | val_loss: 0.0311917 | Time: 1612.09 ms [2022-01-13 15:32:16 main:574] : INFO : Epoch 1982 | loss: 0.0310802 | val_loss: 0.0311873 | Time: 1620.86 ms [2022-01-13 15:32:18 main:574] : INFO : Epoch 1983 | loss: 0.0310821 | val_loss: 0.0311879 | Time: 1631.02 ms [2022-01-13 15:32:20 main:574] : INFO : Epoch 1984 | loss: 0.0310804 | val_loss: 0.0312038 | Time: 1632.14 ms [2022-01-13 15:32:21 main:574] : INFO : Epoch 1985 | loss: 0.0310819 | val_loss: 0.0311937 | Time: 1607.27 ms [2022-01-13 15:32:23 main:574] : INFO : Epoch 1986 | loss: 0.0310824 | val_loss: 0.0311887 | Time: 1628.45 ms [2022-01-13 15:32:24 main:574] : INFO : Epoch 1987 | loss: 0.0310883 | val_loss: 0.031176 | Time: 1581.24 ms [2022-01-13 15:32:26 main:574] : INFO : Epoch 1988 | loss: 0.0310826 | val_loss: 0.0311898 | Time: 1649.15 ms [2022-01-13 15:32:28 main:574] : INFO : Epoch 1989 | loss: 0.0310808 | val_loss: 0.0311794 | Time: 1606.97 ms [2022-01-13 15:32:29 main:574] : INFO : Epoch 1990 | loss: 0.0310801 | val_loss: 0.0311841 | Time: 1709.57 ms [2022-01-13 15:32:31 main:574] : INFO : Epoch 1991 | loss: 0.0310766 | val_loss: 0.0311989 | Time: 1727.97 ms [2022-01-13 15:32:33 main:574] : INFO : Epoch 1992 | loss: 0.0310786 | val_loss: 0.0311962 | Time: 1707.24 ms [2022-01-13 15:32:35 main:574] : INFO : Epoch 1993 | loss: 0.0310758 | val_loss: 0.0312026 | Time: 1775.88 ms [2022-01-13 15:32:36 main:574] : INFO : Epoch 1994 | loss: 0.0310737 | val_loss: 0.031196 | Time: 1649.52 ms [2022-01-13 15:32:38 main:574] : INFO : Epoch 1995 | loss: 0.0310751 | val_loss: 0.0311971 | Time: 1627.56 ms [2022-01-13 15:32:39 main:574] : INFO : Epoch 1996 | loss: 0.0310806 | val_loss: 0.0311848 | Time: 1607.31 ms [2022-01-13 15:32:41 main:574] : INFO : Epoch 1997 | loss: 0.0310811 | val_loss: 0.031202 | Time: 1566.85 ms [2022-01-13 15:32:43 main:574] : INFO : Epoch 1998 | loss: 0.0310771 | val_loss: 0.0311934 | Time: 1590.9 ms [2022-01-13 15:32:44 main:574] : INFO : Epoch 1999 | loss: 0.0310799 | val_loss: 0.0311869 | Time: 1636.2 ms [2022-01-13 15:32:46 main:574] : INFO : Epoch 2000 | loss: 0.0310817 | val_loss: 0.0311923 | Time: 1635.98 ms [2022-01-13 15:32:48 main:574] : INFO : Epoch 2001 | loss: 0.0310939 | val_loss: 0.031195 | Time: 1607.78 ms [2022-01-13 15:32:49 main:574] : INFO : Epoch 2002 | loss: 0.031086 | val_loss: 0.031202 | Time: 1657.5 ms [2022-01-13 15:32:51 main:574] : INFO : Epoch 2003 | loss: 0.031085 | val_loss: 0.0312061 | Time: 1619.35 ms [2022-01-13 15:32:52 main:574] : INFO : Epoch 2004 | loss: 0.0310873 | val_loss: 0.0312008 | Time: 1604.54 ms [2022-01-13 15:32:54 main:574] : INFO : Epoch 2005 | loss: 0.0310893 | val_loss: 0.0311865 | Time: 1604.02 ms [2022-01-13 15:32:56 main:574] : INFO : Epoch 2006 | loss: 0.031084 | val_loss: 0.0311884 | Time: 1552.65 ms [2022-01-13 15:32:57 main:574] : INFO : Epoch 2007 | loss: 0.0310846 | val_loss: 0.0311845 | Time: 1576.49 ms [2022-01-13 15:32:59 main:574] : INFO : Epoch 2008 | loss: 0.0310822 | val_loss: 0.031183 | Time: 1583.84 ms [2022-01-13 15:33:00 main:574] : INFO : Epoch 2009 | loss: 0.0310761 | val_loss: 0.0312059 | Time: 1627.75 ms [2022-01-13 15:33:02 main:574] : INFO : Epoch 2010 | loss: 0.0310818 | val_loss: 0.0312053 | Time: 1581.07 ms [2022-01-13 15:33:04 main:574] : INFO : Epoch 2011 | loss: 0.0310825 | val_loss: 0.0311824 | Time: 1601.96 ms [2022-01-13 15:33:05 main:574] : INFO : Epoch 2012 | loss: 0.0310743 | val_loss: 0.031195 | Time: 1689.46 ms [2022-01-13 15:33:07 main:574] : INFO : Epoch 2013 | loss: 0.0310767 | val_loss: 0.0311946 | Time: 1635.62 ms [2022-01-13 15:33:09 main:574] : INFO : Epoch 2014 | loss: 0.0310748 | val_loss: 0.0312006 | Time: 1642.27 ms [2022-01-13 15:33:10 main:574] : INFO : Epoch 2015 | loss: 0.031076 | val_loss: 0.031196 | Time: 1591.38 ms [2022-01-13 15:33:12 main:574] : INFO : Epoch 2016 | loss: 0.0310782 | val_loss: 0.0311863 | Time: 1581.38 ms [2022-01-13 15:33:13 main:574] : INFO : Epoch 2017 | loss: 0.0310776 | val_loss: 0.0312082 | Time: 1569 ms [2022-01-13 15:33:15 main:574] : INFO : Epoch 2018 | loss: 0.0310792 | val_loss: 0.031197 | Time: 1598.94 ms [2022-01-13 15:33:16 main:574] : INFO : Epoch 2019 | loss: 0.0310865 | val_loss: 0.0311782 | Time: 1614.66 ms [2022-01-13 15:33:18 main:574] : INFO : Epoch 2020 | loss: 0.0310901 | val_loss: 0.0311925 | Time: 1604.37 ms [2022-01-13 15:33:20 main:574] : INFO : Epoch 2021 | loss: 0.03109 | val_loss: 0.0312026 | Time: 1619.7 ms [2022-01-13 15:33:21 main:574] : INFO : Epoch 2022 | loss: 0.0310878 | val_loss: 0.0311711 | Time: 1624.84 ms [2022-01-13 15:33:23 main:574] : INFO : Epoch 2023 | loss: 0.0310816 | val_loss: 0.031211 | Time: 1617.58 ms [2022-01-13 15:33:25 main:574] : INFO : Epoch 2024 | loss: 0.0310855 | val_loss: 0.0311804 | Time: 1644.98 ms [2022-01-13 15:33:26 main:574] : INFO : Epoch 2025 | loss: 0.0310955 | val_loss: 0.0311846 | Time: 1622.05 ms [2022-01-13 15:33:28 main:574] : INFO : Epoch 2026 | loss: 0.0311073 | val_loss: 0.0311828 | Time: 1676.81 ms [2022-01-13 15:33:30 main:574] : INFO : Epoch 2027 | loss: 0.0310946 | val_loss: 0.0311925 | Time: 1597.36 ms [2022-01-13 15:33:31 main:574] : INFO : Epoch 2028 | loss: 0.0310893 | val_loss: 0.0311922 | Time: 1605.68 ms [2022-01-13 15:33:33 main:574] : INFO : Epoch 2029 | loss: 0.0310826 | val_loss: 0.0311897 | Time: 1627.1 ms [2022-01-13 15:33:34 main:574] : INFO : Epoch 2030 | loss: 0.0310788 | val_loss: 0.0311984 | Time: 1616.67 ms [2022-01-13 15:33:36 main:574] : INFO : Epoch 2031 | loss: 0.0310796 | val_loss: 0.0311866 | Time: 1651.78 ms [2022-01-13 15:33:38 main:574] : INFO : Epoch 2032 | loss: 0.0310773 | val_loss: 0.0311971 | Time: 1613.87 ms [2022-01-13 15:33:39 main:574] : INFO : Epoch 2033 | loss: 0.0310833 | val_loss: 0.0312024 | Time: 1610.63 ms [2022-01-13 15:33:41 main:574] : INFO : Epoch 2034 | loss: 0.0310791 | val_loss: 0.0312085 | Time: 1642.71 ms [2022-01-13 15:33:43 main:574] : INFO : Epoch 2035 | loss: 0.0310878 | val_loss: 0.0311822 | Time: 1631.46 ms [2022-01-13 15:33:44 main:574] : INFO : Epoch 2036 | loss: 0.0310866 | val_loss: 0.0311811 | Time: 1629.44 ms [2022-01-13 15:33:46 main:574] : INFO : Epoch 2037 | loss: 0.0310823 | val_loss: 0.0311926 | Time: 1612.56 ms [2022-01-13 15:33:47 main:574] : INFO : Epoch 2038 | loss: 0.0310825 | val_loss: 0.0311799 | Time: 1613.48 ms [2022-01-13 15:33:49 main:574] : INFO : Epoch 2039 | loss: 0.0310855 | val_loss: 0.0312015 | Time: 1622.46 ms [2022-01-13 15:33:51 main:574] : INFO : Epoch 2040 | loss: 0.0310811 | val_loss: 0.0311948 | Time: 1633.59 ms [2022-01-13 15:33:52 main:574] : INFO : Epoch 2041 | loss: 0.0310795 | val_loss: 0.0312005 | Time: 1695.13 ms [2022-01-13 15:33:54 main:574] : INFO : Epoch 2042 | loss: 0.0310769 | val_loss: 0.0311886 | Time: 1622.63 ms [2022-01-13 15:33:56 main:574] : INFO : Epoch 2043 | loss: 0.0310753 | val_loss: 0.0311955 | Time: 1629.92 ms [2022-01-13 15:33:57 main:574] : INFO : Epoch 2044 | loss: 0.0310858 | val_loss: 0.0311896 | Time: 1624.13 ms [2022-01-13 15:33:59 main:574] : INFO : Epoch 2045 | loss: 0.0310828 | val_loss: 0.0311944 | Time: 1600.25 ms [2022-01-13 15:34:00 main:574] : INFO : Epoch 2046 | loss: 0.0310801 | val_loss: 0.0312032 | Time: 1629.94 ms [2022-01-13 15:34:02 main:574] : INFO : Epoch 2047 | loss: 0.0310788 | val_loss: 0.0311864 | Time: 1602.59 ms [2022-01-13 15:34:04 main:574] : INFO : Epoch 2048 | loss: 0.031079 | val_loss: 0.0311965 | Time: 1603.28 ms [2022-01-13 15:34:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311965 [2022-01-13 15:34:04 main:603] : INFO : Saving end state to config to file [2022-01-13 15:34:04 main:608] : INFO : Success, exiting.. 15:34:04 (8204): 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)