Task 9131054
| Name | ParityModified-1636225064-17694-3-0_0 |
| Workunit | 6572198 |
| Created | 23 Nov 2021, 10:20:57 UTC |
| Sent | 1 Dec 2021, 16:12:59 UTC |
| Report deadline | 9 Dec 2021, 16:12:59 UTC |
| Received | 1 Dec 2021, 21:21:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 1 hours 44 min 54 sec |
| CPU time | 1 hours 44 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.56 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 1692.8 ms [2021-12-01 20:06:08 main:574] : INFO : Epoch 1543 | loss: 0.031178 | val_loss: 0.031179 | Time: 1652.19 ms [2021-12-01 20:06:10 main:574] : INFO : Epoch 1544 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 1663.28 ms [2021-12-01 20:06:11 main:574] : INFO : Epoch 1545 | loss: 0.0311726 | val_loss: 0.031176 | Time: 1201.79 ms [2021-12-01 20:06:13 main:574] : INFO : Epoch 1546 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 1604.93 ms [2021-12-01 20:06:14 main:574] : INFO : Epoch 1547 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1663.5 ms [2021-12-01 20:06:16 main:574] : INFO : Epoch 1548 | loss: 0.031172 | val_loss: 0.0311778 | Time: 1760.04 ms [2021-12-01 20:06:18 main:574] : INFO : Epoch 1549 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1663.33 ms [2021-12-01 20:06:20 main:574] : INFO : Epoch 1550 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 1685.85 ms [2021-12-01 20:06:21 main:574] : INFO : Epoch 1551 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 1390.41 ms [2021-12-01 20:06:22 main:574] : INFO : Epoch 1552 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 1458.38 ms [2021-12-01 20:06:24 main:574] : INFO : Epoch 1553 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 1677.59 ms [2021-12-01 20:06:26 main:574] : INFO : Epoch 1554 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 1726.73 ms [2021-12-01 20:06:28 main:574] : INFO : Epoch 1555 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 1683.94 ms [2021-12-01 20:06:29 main:574] : INFO : Epoch 1556 | loss: 0.03117 | val_loss: 0.0311747 | Time: 1681.45 ms [2021-12-01 20:06:31 main:574] : INFO : Epoch 1557 | loss: 0.0311695 | val_loss: 0.031175 | Time: 1533.45 ms [2021-12-01 20:06:32 main:574] : INFO : Epoch 1558 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 1301.45 ms [2021-12-01 20:06:34 main:574] : INFO : Epoch 1559 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 1709.77 ms [2021-12-01 20:06:36 main:574] : INFO : Epoch 1560 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1758.32 ms [2021-12-01 20:06:37 main:574] : INFO : Epoch 1561 | loss: 0.031168 | val_loss: 0.0311794 | Time: 1615.17 ms [2021-12-01 20:06:39 main:574] : INFO : Epoch 1562 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 1645.59 ms [2021-12-01 20:06:41 main:574] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1710.14 ms [2021-12-01 20:06:42 main:574] : INFO : Epoch 1564 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1196.04 ms [2021-12-01 20:06:43 main:574] : INFO : Epoch 1565 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1684.59 ms [2021-12-01 20:06:45 main:574] : INFO : Epoch 1566 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 1748.03 ms [2021-12-01 20:06:47 main:574] : INFO : Epoch 1567 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 1706 ms [2021-12-01 20:06:49 main:574] : INFO : Epoch 1568 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 1722.02 ms [2021-12-01 20:06:50 main:574] : INFO : Epoch 1569 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 1714.64 ms [2021-12-01 20:06:51 main:574] : INFO : Epoch 1570 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 1099.37 ms [2021-12-01 20:06:53 main:574] : INFO : Epoch 1571 | loss: 0.0311675 | val_loss: 0.031174 | Time: 1592.02 ms [2021-12-01 20:06:55 main:574] : INFO : Epoch 1572 | loss: 0.0311678 | val_loss: 0.0311724 | Time: 1679.89 ms [2021-12-01 20:06:56 main:574] : INFO : Epoch 1573 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 1742.69 ms [2021-12-01 20:06:58 main:574] : INFO : Epoch 1574 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 1684.87 ms [2021-12-01 20:07:00 main:574] : INFO : Epoch 1575 | loss: 0.03117 | val_loss: 0.0311723 | Time: 1683.2 ms [2021-12-01 20:07:01 main:574] : INFO : Epoch 1576 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 1338.05 ms [2021-12-01 20:07:03 main:574] : INFO : Epoch 1577 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1485.54 ms [2021-12-01 20:07:04 main:574] : INFO : Epoch 1578 | loss: 0.031167 | val_loss: 0.0311729 | Time: 1686.7 ms [2021-12-01 20:07:06 main:574] : INFO : Epoch 1579 | loss: 0.031168 | val_loss: 0.0311743 | Time: 1752.62 ms [2021-12-01 20:07:08 main:574] : INFO : Epoch 1580 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 1636.09 ms [2021-12-01 20:07:09 main:574] : INFO : Epoch 1581 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1663.86 ms [2021-12-01 20:07:11 main:574] : INFO : Epoch 1582 | loss: 0.0311644 | val_loss: 0.031173 | Time: 1489.46 ms [2021-12-01 20:07:12 main:574] : INFO : Epoch 1583 | loss: 0.0311648 | val_loss: 0.031175 | Time: 1345.31 ms [2021-12-01 20:07:14 main:574] : INFO : Epoch 1584 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1708.09 ms [2021-12-01 20:07:16 main:574] : INFO : Epoch 1585 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 1708.6 ms [2021-12-01 20:07:17 main:574] : INFO : Epoch 1586 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 1667.36 ms [2021-12-01 20:07:19 main:574] : INFO : Epoch 1587 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 1677.88 ms [2021-12-01 20:07:21 main:574] : INFO : Epoch 1588 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1661.92 ms [2021-12-01 20:07:22 main:574] : INFO : Epoch 1589 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 1187.95 ms [2021-12-01 20:07:24 main:574] : INFO : Epoch 1590 | loss: 0.0311697 | val_loss: 0.031176 | Time: 1645.26 ms [2021-12-01 20:07:25 main:574] : INFO : Epoch 1591 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 1768.77 ms [2021-12-01 20:07:27 main:574] : INFO : Epoch 1592 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 1659.99 ms [2021-12-01 20:07:29 main:574] : INFO : Epoch 1593 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 1619.86 ms [2021-12-01 20:07:30 main:574] : INFO : Epoch 1594 | loss: 0.0311735 | val_loss: 0.0311743 | Time: 1693.59 ms [2021-12-01 20:07:32 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.031174 | Time: 1167.55 ms [2021-12-01 20:07:33 main:574] : INFO : Epoch 1596 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 1634.24 ms [2021-12-01 20:07:35 main:574] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 1709.54 ms [2021-12-01 20:07:37 main:574] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 1755.23 ms [2021-12-01 20:07:38 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1691.57 ms [2021-12-01 20:07:40 main:574] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 1647.65 ms [2021-12-01 20:07:41 main:574] : INFO : Epoch 1601 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 1319.94 ms [2021-12-01 20:07:43 main:574] : INFO : Epoch 1602 | loss: 0.031169 | val_loss: 0.0311817 | Time: 1555.94 ms [2021-12-01 20:07:45 main:574] : INFO : Epoch 1603 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 1700.58 ms [2021-12-01 20:07:46 main:574] : INFO : Epoch 1604 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 1715.48 ms [2021-12-01 20:07:48 main:574] : INFO : Epoch 1605 | loss: 0.031171 | val_loss: 0.0311778 | Time: 1688.66 ms [2021-12-01 20:07:50 main:574] : INFO : Epoch 1606 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 1670.8 ms [2021-12-01 20:07:51 main:574] : INFO : Epoch 1607 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1485.22 ms [2021-12-01 20:07:53 main:574] : INFO : Epoch 1608 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 1391.3 ms [2021-12-01 20:07:54 main:574] : INFO : Epoch 1609 | loss: 0.0311715 | val_loss: 0.031178 | Time: 1658.81 ms [2021-12-01 20:07:56 main:574] : INFO : Epoch 1610 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 1751.77 ms [2021-12-01 20:07:58 main:574] : INFO : Epoch 1611 | loss: 0.0311756 | val_loss: 0.031179 | Time: 1703.47 ms [2021-12-01 20:07:59 main:574] : INFO : Epoch 1612 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 1628.74 ms [2021-12-01 20:08:01 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 1611.62 ms [2021-12-01 20:08:02 main:574] : INFO : Epoch 1614 | loss: 0.031175 | val_loss: 0.0311781 | Time: 1231.25 ms [2021-12-01 20:08:04 main:574] : INFO : Epoch 1615 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 1707.67 ms [2021-12-01 20:08:06 main:574] : INFO : Epoch 1616 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 1743.75 ms [2021-12-01 20:08:07 main:574] : INFO : Epoch 1617 | loss: 0.0311756 | val_loss: 0.0311743 | Time: 1720.02 ms [2021-12-01 20:08:09 main:574] : INFO : Epoch 1618 | loss: 0.031176 | val_loss: 0.0311762 | Time: 1699.3 ms [2021-12-01 20:08:11 main:574] : INFO : Epoch 1619 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 1675.13 ms [2021-12-01 20:08:12 main:574] : INFO : Epoch 1620 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1103.95 ms [2021-12-01 20:08:14 main:574] : INFO : Epoch 1621 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1701.16 ms [2021-12-01 20:08:15 main:574] : INFO : Epoch 1622 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 1735.23 ms [2021-12-01 20:08:17 main:574] : INFO : Epoch 1623 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 1756.81 ms [2021-12-01 20:08:19 main:574] : INFO : Epoch 1624 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 1702.15 ms [2021-12-01 20:08:20 main:574] : INFO : Epoch 1625 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 1720.4 ms [2021-12-01 20:08:22 main:574] : INFO : Epoch 1626 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 1136.32 ms [2021-12-01 20:08:23 main:574] : INFO : Epoch 1627 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 1576.8 ms [2021-12-01 20:08:25 main:574] : INFO : Epoch 1628 | loss: 0.0311796 | val_loss: 0.0311892 | Time: 1664.51 ms [2021-12-01 20:08:27 main:574] : INFO : Epoch 1629 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 1723.28 ms [2021-12-01 20:08:28 main:574] : INFO : Epoch 1630 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1686.1 ms [2021-12-01 20:08:30 main:574] : INFO : Epoch 1631 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 1681.26 ms [2021-12-01 20:08:31 main:574] : INFO : Epoch 1632 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 1375.85 ms [2021-12-01 20:08:33 main:574] : INFO : Epoch 1633 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1454.98 ms [2021-12-01 20:08:34 main:574] : INFO : Epoch 1634 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 1646.7 ms [2021-12-01 20:08:36 main:574] : INFO : Epoch 1635 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1746.63 ms [2021-12-01 20:08:38 main:574] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 1680.72 ms [2021-12-01 20:08:40 main:574] : INFO : Epoch 1637 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 1695.51 ms [2021-12-01 20:08:41 main:574] : INFO : Epoch 1638 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1548.57 ms [2021-12-01 20:08:42 main:574] : INFO : Epoch 1639 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 1304.49 ms [2021-12-01 20:08:44 main:574] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1669.79 ms [2021-12-01 20:08:46 main:574] : INFO : Epoch 1641 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1748.98 ms [2021-12-01 20:08:47 main:574] : INFO : Epoch 1642 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 1649.69 ms [2021-12-01 20:08:49 main:574] : INFO : Epoch 1643 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 1671.1 ms [2021-12-01 20:08:51 main:574] : INFO : Epoch 1644 | loss: 0.0311695 | val_loss: 0.0311815 | Time: 1683.09 ms [2021-12-01 20:08:52 main:574] : INFO : Epoch 1645 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1176.88 ms [2021-12-01 20:08:54 main:574] : INFO : Epoch 1646 | loss: 0.031169 | val_loss: 0.0311776 | Time: 1680.88 ms [2021-12-01 20:08:55 main:574] : INFO : Epoch 1647 | loss: 0.0311689 | val_loss: 0.0311782 | Time: 1714.66 ms [2021-12-01 20:08:57 main:574] : INFO : Epoch 1648 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 1635.38 ms [2021-12-01 20:08:59 main:574] : INFO : Epoch 1649 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 1715.08 ms [2021-12-01 20:09:01 main:574] : INFO : Epoch 1650 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1746.66 ms [2021-12-01 20:09:02 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 1177.56 ms [2021-12-01 20:09:03 main:574] : INFO : Epoch 1652 | loss: 0.0311687 | val_loss: 0.031177 | Time: 1650.25 ms [2021-12-01 20:09:05 main:574] : INFO : Epoch 1653 | loss: 0.031168 | val_loss: 0.0311761 | Time: 1700.59 ms [2021-12-01 20:09:07 main:574] : INFO : Epoch 1654 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 1688.62 ms [2021-12-01 20:09:08 main:574] : INFO : Epoch 1655 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 1672.57 ms [2021-12-01 20:09:10 main:574] : INFO : Epoch 1656 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1738.78 ms [2021-12-01 20:09:12 main:574] : INFO : Epoch 1657 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1328.3 ms [2021-12-01 20:09:13 main:574] : INFO : Epoch 1658 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 1563.87 ms [2021-12-01 20:09:15 main:574] : INFO : Epoch 1659 | loss: 0.031167 | val_loss: 0.031178 | Time: 1649.56 ms [2021-12-01 20:09:16 main:574] : INFO : Epoch 1660 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 1758.78 ms [2021-12-01 20:09:18 main:574] : INFO : Epoch 1661 | loss: 0.0311652 | val_loss: 0.0311776 | Time: 1654.34 ms [2021-12-01 20:09:20 main:574] : INFO : Epoch 1662 | loss: 0.0311672 | val_loss: 0.0311828 | Time: 1664.91 ms [2021-12-01 20:09:21 main:574] : INFO : Epoch 1663 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 1461.14 ms [2021-12-01 20:09:23 main:574] : INFO : Epoch 1664 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 1357.4 ms [2021-12-01 20:09:24 main:574] : INFO : Epoch 1665 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 1669.04 ms [2021-12-01 20:09:26 main:574] : INFO : Epoch 1666 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1738.32 ms [2021-12-01 20:09:28 main:574] : INFO : Epoch 1667 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 1660.34 ms [2021-12-01 20:09:29 main:574] : INFO : Epoch 1668 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1720.51 ms [2021-12-01 20:09:31 main:574] : INFO : Epoch 1669 | loss: 0.031166 | val_loss: 0.0311812 | Time: 1596.97 ms [2021-12-01 20:09:32 main:574] : INFO : Epoch 1670 | loss: 0.031166 | val_loss: 0.0311791 | Time: 1187.07 ms [2021-12-01 20:09:34 main:574] : INFO : Epoch 1671 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 1680.76 ms [2021-12-01 20:09:36 main:574] : INFO : Epoch 1672 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 1716.39 ms [2021-12-01 20:09:37 main:574] : INFO : Epoch 1673 | loss: 0.0311683 | val_loss: 0.0311833 | Time: 1642.77 ms [2021-12-01 20:09:39 main:574] : INFO : Epoch 1674 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 1656 ms [2021-12-01 20:09:41 main:574] : INFO : Epoch 1675 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 1715.6 ms [2021-12-01 20:09:42 main:574] : INFO : Epoch 1676 | loss: 0.031165 | val_loss: 0.0311807 | Time: 1133.58 ms [2021-12-01 20:09:43 main:574] : INFO : Epoch 1677 | loss: 0.0311635 | val_loss: 0.0311789 | Time: 1689.03 ms [2021-12-01 20:09:45 main:574] : INFO : Epoch 1678 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 1704.15 ms [2021-12-01 20:09:47 main:574] : INFO : Epoch 1679 | loss: 0.0311633 | val_loss: 0.0311782 | Time: 1673.69 ms [2021-12-01 20:09:49 main:574] : INFO : Epoch 1680 | loss: 0.0311633 | val_loss: 0.0311769 | Time: 1646.13 ms [2021-12-01 20:09:50 main:574] : INFO : Epoch 1681 | loss: 0.031162 | val_loss: 0.0311782 | Time: 1711.45 ms [2021-12-01 20:09:52 main:574] : INFO : Epoch 1682 | loss: 0.0311631 | val_loss: 0.0311784 | Time: 1342.36 ms [2021-12-01 20:09:53 main:574] : INFO : Epoch 1683 | loss: 0.0311711 | val_loss: 0.0311841 | Time: 1415.07 ms [2021-12-01 20:09:55 main:574] : INFO : Epoch 1684 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 1661.49 ms [2021-12-01 20:09:56 main:574] : INFO : Epoch 1685 | loss: 0.031163 | val_loss: 0.0311785 | Time: 1763.89 ms [2021-12-01 20:09:58 main:574] : INFO : Epoch 1686 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 1651.03 ms [2021-12-01 20:10:00 main:574] : INFO : Epoch 1687 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 1633.68 ms [2021-12-01 20:10:01 main:574] : INFO : Epoch 1688 | loss: 0.0311678 | val_loss: 0.0311811 | Time: 1536.6 ms [2021-12-01 20:10:03 main:574] : INFO : Epoch 1689 | loss: 0.031163 | val_loss: 0.0311778 | Time: 1304.1 ms [2021-12-01 20:10:04 main:574] : INFO : Epoch 1690 | loss: 0.0311622 | val_loss: 0.0311755 | Time: 1661.66 ms [2021-12-01 20:10:06 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.031188 | Time: 1746.76 ms [2021-12-01 20:10:08 main:574] : INFO : Epoch 1692 | loss: 0.031165 | val_loss: 0.0311782 | Time: 1609.1 ms [2021-12-01 20:10:09 main:574] : INFO : Epoch 1693 | loss: 0.031162 | val_loss: 0.0311774 | Time: 1691.42 ms [2021-12-01 20:10:11 main:574] : INFO : Epoch 1694 | loss: 0.031163 | val_loss: 0.0311836 | Time: 1712.14 ms [2021-12-01 20:10:12 main:574] : INFO : Epoch 1695 | loss: 0.0311663 | val_loss: 0.0311903 | Time: 1171.92 ms [2021-12-01 20:10:14 main:574] : INFO : Epoch 1696 | loss: 0.0311656 | val_loss: 0.031176 | Time: 1679.87 ms [2021-12-01 20:10:16 main:574] : INFO : Epoch 1697 | loss: 0.0311627 | val_loss: 0.0311786 | Time: 1692.64 ms [2021-12-01 20:10:17 main:574] : INFO : Epoch 1698 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 1715.52 ms [2021-12-01 20:10:19 main:574] : INFO : Epoch 1699 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 1697.8 ms [2021-12-01 20:10:21 main:574] : INFO : Epoch 1700 | loss: 0.0311614 | val_loss: 0.0311786 | Time: 1768.73 ms [2021-12-01 20:10:22 main:574] : INFO : Epoch 1701 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 1161.31 ms [2021-12-01 20:10:24 main:574] : INFO : Epoch 1702 | loss: 0.0311643 | val_loss: 0.031178 | Time: 1627.77 ms [2021-12-01 20:10:25 main:574] : INFO : Epoch 1703 | loss: 0.0311609 | val_loss: 0.0311767 | Time: 1705.07 ms [2021-12-01 20:10:27 main:574] : INFO : Epoch 1704 | loss: 0.0311635 | val_loss: 0.0311789 | Time: 1679.79 ms [2021-12-01 20:10:29 main:574] : INFO : Epoch 1705 | loss: 0.0311674 | val_loss: 0.031177 | Time: 1667.89 ms [2021-12-01 20:10:30 main:574] : INFO : Epoch 1706 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 1720.73 ms [2021-12-01 20:10:32 main:574] : INFO : Epoch 1707 | loss: 0.0311625 | val_loss: 0.0311807 | Time: 1303.99 ms [2021-12-01 20:10:33 main:574] : INFO : Epoch 1708 | loss: 0.0311631 | val_loss: 0.0311799 | Time: 1470 ms [2021-12-01 20:10:35 main:574] : INFO : Epoch 1709 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 1646.39 ms [2021-12-01 20:10:37 main:574] : INFO : Epoch 1710 | loss: 0.0311621 | val_loss: 0.0311792 | Time: 1743.63 ms [2021-12-01 20:10:38 main:574] : INFO : Epoch 1711 | loss: 0.0311647 | val_loss: 0.0311823 | Time: 1748.14 ms [2021-12-01 20:10:40 main:574] : INFO : Epoch 1712 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 1676.09 ms [2021-12-01 20:10:41 main:574] : INFO : Epoch 1713 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 1494.75 ms [2021-12-01 20:10:43 main:574] : INFO : Epoch 1714 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 1341.31 ms [2021-12-01 20:10:44 main:574] : INFO : Epoch 1715 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1649.28 ms [2021-12-01 20:10:46 main:574] : INFO : Epoch 1716 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 1699.78 ms [2021-12-01 20:10:48 main:574] : INFO : Epoch 1717 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 1678.78 ms [2021-12-01 20:10:50 main:574] : INFO : Epoch 1718 | loss: 0.031171 | val_loss: 0.0311768 | Time: 1696.54 ms [2021-12-01 20:10:51 main:574] : INFO : Epoch 1719 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 1628.56 ms [2021-12-01 20:10:52 main:574] : INFO : Epoch 1720 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 1203.71 ms [2021-12-01 20:10:54 main:574] : INFO : Epoch 1721 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 1666.47 ms [2021-12-01 20:10:56 main:574] : INFO : Epoch 1722 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 1747.48 ms [2021-12-01 20:10:58 main:574] : INFO : Epoch 1723 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 1688.18 ms [2021-12-01 20:10:59 main:574] : INFO : Epoch 1724 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1704.58 ms [2021-12-01 20:11:01 main:574] : INFO : Epoch 1725 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 1768.57 ms [2021-12-01 20:11:02 main:574] : INFO : Epoch 1726 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 1131.93 ms [2021-12-01 20:11:04 main:574] : INFO : Epoch 1727 | loss: 0.0311674 | val_loss: 0.031177 | Time: 1683.31 ms [2021-12-01 20:11:06 main:574] : INFO : Epoch 1728 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1732.83 ms [2021-12-01 20:11:07 main:574] : INFO : Epoch 1729 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1642.18 ms [2021-12-01 20:11:09 main:574] : INFO : Epoch 1730 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1613.37 ms [2021-12-01 20:11:11 main:574] : INFO : Epoch 1731 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 1719.05 ms [2021-12-01 20:11:12 main:574] : INFO : Epoch 1732 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1278.14 ms [2021-12-01 20:11:13 main:574] : INFO : Epoch 1733 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1481.83 ms [2021-12-01 20:11:15 main:574] : INFO : Epoch 1734 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 1700.43 ms [2021-12-01 20:11:17 main:574] : INFO : Epoch 1735 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 1727.66 ms [2021-12-01 20:11:18 main:574] : INFO : Epoch 1736 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 1667.37 ms [2021-12-01 20:11:20 main:574] : INFO : Epoch 1737 | loss: 0.0311674 | val_loss: 0.031173 | Time: 1779.19 ms [2021-12-01 20:11:22 main:574] : INFO : Epoch 1738 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 1429.01 ms [2021-12-01 20:11:23 main:574] : INFO : Epoch 1739 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1394.06 ms [2021-12-01 20:11:25 main:574] : INFO : Epoch 1740 | loss: 0.0311691 | val_loss: 0.0311826 | Time: 1693.58 ms [2021-12-01 20:11:26 main:574] : INFO : Epoch 1741 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 1717.22 ms [2021-12-01 20:11:28 main:574] : INFO : Epoch 1742 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 1729.46 ms [2021-12-01 20:11:30 main:574] : INFO : Epoch 1743 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 1700.89 ms [2021-12-01 20:11:31 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311853 | Time: 1560.94 ms [2021-12-01 20:11:33 main:574] : INFO : Epoch 1745 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 1261.21 ms [2021-12-01 20:11:34 main:574] : INFO : Epoch 1746 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 1698.83 ms [2021-12-01 20:11:36 main:574] : INFO : Epoch 1747 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 1794.35 ms [2021-12-01 20:11:38 main:574] : INFO : Epoch 1748 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1713.72 ms [2021-12-01 20:11:40 main:574] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 1702.28 ms [2021-12-01 20:11:41 main:574] : INFO : Epoch 1750 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1676.81 ms [2021-12-01 20:11:42 main:574] : INFO : Epoch 1751 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 1162.17 ms [2021-12-01 20:11:44 main:574] : INFO : Epoch 1752 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1703.85 ms [2021-12-01 20:11:46 main:574] : INFO : Epoch 1753 | loss: 0.0311749 | val_loss: 0.0311748 | Time: 1709.73 ms [2021-12-01 20:11:48 main:574] : INFO : Epoch 1754 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 1650.37 ms [2021-12-01 20:11:49 main:574] : INFO : Epoch 1755 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 1685.37 ms [2021-12-01 20:11:51 main:574] : INFO : Epoch 1756 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1737.87 ms [2021-12-01 20:11:52 main:574] : INFO : Epoch 1757 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 1147.34 ms [2021-12-01 20:11:54 main:574] : INFO : Epoch 1758 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 1661.66 ms [2021-12-01 20:11:56 main:574] : INFO : Epoch 1759 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 1740.91 ms [2021-12-01 20:11:57 main:574] : INFO : Epoch 1760 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 1705.51 ms [2021-12-01 20:11:59 main:574] : INFO : Epoch 1761 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1706.56 ms [2021-12-01 20:12:01 main:574] : INFO : Epoch 1762 | loss: 0.0311723 | val_loss: 0.031178 | Time: 1763.39 ms [2021-12-01 20:12:02 main:574] : INFO : Epoch 1763 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 1261.02 ms [2021-12-01 20:12:03 main:574] : INFO : Epoch 1764 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 1499.36 ms [2021-12-01 20:12:05 main:574] : INFO : Epoch 1765 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 1738.11 ms [2021-12-01 20:12:07 main:574] : INFO : Epoch 1766 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 1723.47 ms [2021-12-01 20:12:09 main:574] : INFO : Epoch 1767 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 1729.75 ms [2021-12-01 20:12:11 main:574] : INFO : Epoch 1768 | loss: 0.0311737 | val_loss: 0.031182 | Time: 1797.56 ms [2021-12-01 20:12:12 main:574] : INFO : Epoch 1769 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 1342.39 ms [2021-12-01 20:12:13 main:574] : INFO : Epoch 1770 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1464.88 ms [2021-12-01 20:12:15 main:574] : INFO : Epoch 1771 | loss: 0.031171 | val_loss: 0.0311795 | Time: 1760.14 ms [2021-12-01 20:12:17 main:574] : INFO : Epoch 1772 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 1721.58 ms [2021-12-01 20:12:19 main:574] : INFO : Epoch 1773 | loss: 0.0311704 | val_loss: 0.0311777 | Time: 1716.39 ms [2021-12-01 20:12:20 main:574] : INFO : Epoch 1774 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 1761.71 ms [2021-12-01 20:12:22 main:574] : INFO : Epoch 1775 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 1448.08 ms [2021-12-01 20:12:23 main:574] : INFO : Epoch 1776 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 1406.09 ms [2021-12-01 20:12:25 main:574] : INFO : Epoch 1777 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 1692.21 ms [2021-12-01 20:12:27 main:574] : INFO : Epoch 1778 | loss: 0.0311722 | val_loss: 0.031183 | Time: 1738.68 ms [2021-12-01 20:12:28 main:574] : INFO : Epoch 1779 | loss: 0.0311692 | val_loss: 0.031179 | Time: 1677.98 ms [2021-12-01 20:12:30 main:574] : INFO : Epoch 1780 | loss: 0.0311705 | val_loss: 0.0311829 | Time: 1703.02 ms [2021-12-01 20:12:32 main:574] : INFO : Epoch 1781 | loss: 0.0311679 | val_loss: 0.0311816 | Time: 1580.73 ms [2021-12-01 20:12:33 main:574] : INFO : Epoch 1782 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1281.41 ms [2021-12-01 20:12:35 main:574] : INFO : Epoch 1783 | loss: 0.0311683 | val_loss: 0.0311797 | Time: 1700.54 ms [2021-12-01 20:12:36 main:574] : INFO : Epoch 1784 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 1764.35 ms [2021-12-01 20:12:38 main:574] : INFO : Epoch 1785 | loss: 0.03117 | val_loss: 0.0311943 | Time: 1666.74 ms [2021-12-01 20:12:40 main:574] : INFO : Epoch 1786 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 1698.01 ms [2021-12-01 20:12:41 main:574] : INFO : Epoch 1787 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 1700.87 ms [2021-12-01 20:12:43 main:574] : INFO : Epoch 1788 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1134.14 ms [2021-12-01 20:12:44 main:574] : INFO : Epoch 1789 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 1748.79 ms [2021-12-01 20:12:46 main:574] : INFO : Epoch 1790 | loss: 0.0311726 | val_loss: 0.0311905 | Time: 1798.53 ms [2021-12-01 20:12:48 main:574] : INFO : Epoch 1791 | loss: 0.0311724 | val_loss: 0.031188 | Time: 1670.05 ms [2021-12-01 20:12:49 main:574] : INFO : Epoch 1792 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 1652.7 ms [2021-12-01 20:12:51 main:574] : INFO : Epoch 1793 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1773.57 ms [2021-12-01 20:12:52 main:574] : INFO : Epoch 1794 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 1123.61 ms [2021-12-01 20:12:54 main:574] : INFO : Epoch 1795 | loss: 0.0311664 | val_loss: 0.0311867 | Time: 1656.66 ms [2021-12-01 20:12:56 main:574] : INFO : Epoch 1796 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 1746.43 ms [2021-12-01 20:12:57 main:574] : INFO : Epoch 1797 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 1637.55 ms [2021-12-01 20:12:59 main:574] : INFO : Epoch 1798 | loss: 0.0311662 | val_loss: 0.0311799 | Time: 1726.15 ms [2021-12-01 20:13:01 main:574] : INFO : Epoch 1799 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 1718.45 ms [2021-12-01 20:13:02 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.0311876 | Time: 1285.79 ms [2021-12-01 20:13:04 main:574] : INFO : Epoch 1801 | loss: 0.0311703 | val_loss: 0.0311797 | Time: 1507.82 ms [2021-12-01 20:13:05 main:574] : INFO : Epoch 1802 | loss: 0.0311659 | val_loss: 0.031185 | Time: 1764.38 ms [2021-12-01 20:13:07 main:574] : INFO : Epoch 1803 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 1727.98 ms [2021-12-01 20:13:09 main:574] : INFO : Epoch 1804 | loss: 0.0311713 | val_loss: 0.031179 | Time: 1665.31 ms [2021-12-01 20:13:11 main:574] : INFO : Epoch 1805 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 1761 ms [2021-12-01 20:13:12 main:574] : INFO : Epoch 1806 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1378.87 ms [2021-12-01 20:13:13 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 1418.38 ms [2021-12-01 20:13:15 main:574] : INFO : Epoch 1808 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 1697.33 ms [2021-12-01 20:13:17 main:574] : INFO : Epoch 1809 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 1674.15 ms [2021-12-01 20:13:18 main:574] : INFO : Epoch 1810 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 1661.34 ms [2021-12-01 20:13:20 main:574] : INFO : Epoch 1811 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 1766.35 ms [2021-12-01 20:13:22 main:574] : INFO : Epoch 1812 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 1567.04 ms [2021-12-01 20:13:23 main:574] : INFO : Epoch 1813 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1300.63 ms [2021-12-01 20:13:25 main:574] : INFO : Epoch 1814 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 1691.18 ms [2021-12-01 20:13:27 main:574] : INFO : Epoch 1815 | loss: 0.0311668 | val_loss: 0.031175 | Time: 1758.97 ms [2021-12-01 20:13:28 main:574] : INFO : Epoch 1816 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 1729.57 ms [2021-12-01 20:13:30 main:574] : INFO : Epoch 1817 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 1682.74 ms [2021-12-01 20:13:32 main:574] : INFO : Epoch 1818 | loss: 0.0311661 | val_loss: 0.0311743 | Time: 1659.87 ms [2021-12-01 20:13:33 main:574] : INFO : Epoch 1819 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 1196.32 ms [2021-12-01 20:13:34 main:574] : INFO : Epoch 1820 | loss: 0.0311654 | val_loss: 0.0311762 | Time: 1667.16 ms [2021-12-01 20:13:36 main:574] : INFO : Epoch 1821 | loss: 0.0311656 | val_loss: 0.031178 | Time: 1798.72 ms [2021-12-01 20:13:38 main:574] : INFO : Epoch 1822 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 1738.33 ms [2021-12-01 20:13:40 main:574] : INFO : Epoch 1823 | loss: 0.031165 | val_loss: 0.0311739 | Time: 1657.73 ms [2021-12-01 20:13:41 main:574] : INFO : Epoch 1824 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 1782.29 ms [2021-12-01 20:13:43 main:574] : INFO : Epoch 1825 | loss: 0.0311667 | val_loss: 0.0311822 | Time: 1135.75 ms [2021-12-01 20:13:44 main:574] : INFO : Epoch 1826 | loss: 0.031164 | val_loss: 0.0311791 | Time: 1687.21 ms [2021-12-01 20:13:46 main:574] : INFO : Epoch 1827 | loss: 0.0311659 | val_loss: 0.0311783 | Time: 1750.26 ms [2021-12-01 20:13:48 main:574] : INFO : Epoch 1828 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1674.15 ms [2021-12-01 20:13:49 main:574] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 1691.58 ms [2021-12-01 20:13:51 main:574] : INFO : Epoch 1830 | loss: 0.0311669 | val_loss: 0.0311797 | Time: 1742.81 ms [2021-12-01 20:13:52 main:574] : INFO : Epoch 1831 | loss: 0.0311664 | val_loss: 0.031175 | Time: 1200.43 ms [2021-12-01 20:13:54 main:574] : INFO : Epoch 1832 | loss: 0.0311645 | val_loss: 0.031176 | Time: 1598.6 ms [2021-12-01 20:13:56 main:574] : INFO : Epoch 1833 | loss: 0.0311633 | val_loss: 0.031178 | Time: 1777.16 ms [2021-12-01 20:13:57 main:574] : INFO : Epoch 1834 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1688.35 ms [2021-12-01 20:13:59 main:574] : INFO : Epoch 1835 | loss: 0.031164 | val_loss: 0.0311761 | Time: 1680.82 ms [2021-12-01 20:14:01 main:574] : INFO : Epoch 1836 | loss: 0.0311639 | val_loss: 0.0311768 | Time: 1771.49 ms [2021-12-01 20:14:02 main:574] : INFO : Epoch 1837 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 1295.51 ms [2021-12-01 20:14:04 main:574] : INFO : Epoch 1838 | loss: 0.0311662 | val_loss: 0.0311897 | Time: 1480.42 ms [2021-12-01 20:14:05 main:574] : INFO : Epoch 1839 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 1762.27 ms [2021-12-01 20:14:07 main:574] : INFO : Epoch 1840 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 1652.48 ms [2021-12-01 20:14:09 main:574] : INFO : Epoch 1841 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 1713.87 ms [2021-12-01 20:14:11 main:574] : INFO : Epoch 1842 | loss: 0.0311627 | val_loss: 0.0311757 | Time: 1756.86 ms [2021-12-01 20:14:12 main:574] : INFO : Epoch 1843 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 1410.01 ms [2021-12-01 20:14:13 main:574] : INFO : Epoch 1844 | loss: 0.0311632 | val_loss: 0.031174 | Time: 1412.5 ms [2021-12-01 20:14:15 main:574] : INFO : Epoch 1845 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 1740.22 ms [2021-12-01 20:14:17 main:574] : INFO : Epoch 1846 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1698.67 ms [2021-12-01 20:14:19 main:574] : INFO : Epoch 1847 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 1699.72 ms [2021-12-01 20:14:20 main:574] : INFO : Epoch 1848 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1743.33 ms [2021-12-01 20:14:22 main:574] : INFO : Epoch 1849 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 1534.27 ms [2021-12-01 20:14:23 main:574] : INFO : Epoch 1850 | loss: 0.0311621 | val_loss: 0.0311809 | Time: 1219.62 ms [2021-12-01 20:14:25 main:574] : INFO : Epoch 1851 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 1743.69 ms [2021-12-01 20:14:27 main:574] : INFO : Epoch 1852 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 1727.2 ms [2021-12-01 20:14:28 main:574] : INFO : Epoch 1853 | loss: 0.031175 | val_loss: 0.0311793 | Time: 1687.58 ms [2021-12-01 20:14:30 main:574] : INFO : Epoch 1854 | loss: 0.0311754 | val_loss: 0.031176 | Time: 1716.78 ms [2021-12-01 20:14:32 main:574] : INFO : Epoch 1855 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1714.74 ms [2021-12-01 20:14:33 main:574] : INFO : Epoch 1856 | loss: 0.0311733 | val_loss: 0.0311762 | Time: 1136.8 ms [2021-12-01 20:14:35 main:574] : INFO : Epoch 1857 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 1691 ms [2021-12-01 20:14:36 main:574] : INFO : Epoch 1858 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1775.23 ms [2021-12-01 20:14:38 main:574] : INFO : Epoch 1859 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1668.51 ms [2021-12-01 20:14:40 main:574] : INFO : Epoch 1860 | loss: 0.031169 | val_loss: 0.0311765 | Time: 1703.03 ms [2021-12-01 20:14:41 main:574] : INFO : Epoch 1861 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 1765.49 ms [2021-12-01 20:14:43 main:574] : INFO : Epoch 1862 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 1148.68 ms [2021-12-01 20:14:44 main:574] : INFO : Epoch 1863 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 1653.26 ms [2021-12-01 20:14:46 main:574] : INFO : Epoch 1864 | loss: 0.031169 | val_loss: 0.0311774 | Time: 1737.45 ms [2021-12-01 20:14:48 main:574] : INFO : Epoch 1865 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 1688.51 ms [2021-12-01 20:14:49 main:574] : INFO : Epoch 1866 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 1691.94 ms [2021-12-01 20:14:51 main:574] : INFO : Epoch 1867 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1756.74 ms [2021-12-01 20:14:52 main:574] : INFO : Epoch 1868 | loss: 0.0311692 | val_loss: 0.03119 | Time: 1270.42 ms [2021-12-01 20:14:54 main:574] : INFO : Epoch 1869 | loss: 0.031172 | val_loss: 0.0311793 | Time: 1582.51 ms [2021-12-01 20:14:56 main:574] : INFO : Epoch 1870 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 1743.98 ms [2021-12-01 20:14:57 main:574] : INFO : Epoch 1871 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 1722.94 ms [2021-12-01 20:14:59 main:574] : INFO : Epoch 1872 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1705.35 ms [2021-12-01 20:15:01 main:574] : INFO : Epoch 1873 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1761.11 ms [2021-12-01 20:15:02 main:574] : INFO : Epoch 1874 | loss: 0.031169 | val_loss: 0.0311747 | Time: 1323.57 ms [2021-12-01 20:15:04 main:574] : INFO : Epoch 1875 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 1461.1 ms [2021-12-01 20:15:06 main:574] : INFO : Epoch 1876 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1752.52 ms [2021-12-01 20:15:07 main:574] : INFO : Epoch 1877 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 1683.89 ms [2021-12-01 20:15:09 main:574] : INFO : Epoch 1878 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1746.2 ms [2021-12-01 20:15:11 main:574] : INFO : Epoch 1879 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 1762.55 ms [2021-12-01 20:15:12 main:574] : INFO : Epoch 1880 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 1433.19 ms [2021-12-01 20:15:13 main:574] : INFO : Epoch 1881 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 1330.11 ms [2021-12-01 20:15:15 main:574] : INFO : Epoch 1882 | loss: 0.0311654 | val_loss: 0.0311814 | Time: 1776.65 ms [2021-12-01 20:15:17 main:574] : INFO : Epoch 1883 | loss: 0.0311663 | val_loss: 0.0311778 | Time: 1673.96 ms [2021-12-01 20:15:19 main:574] : INFO : Epoch 1884 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 1701.02 ms [2021-12-01 20:15:20 main:574] : INFO : Epoch 1885 | loss: 0.0311646 | val_loss: 0.0311781 | Time: 1785.91 ms [2021-12-01 20:15:22 main:574] : INFO : Epoch 1886 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1530.97 ms [2021-12-01 20:15:24 main:574] : INFO : Epoch 1887 | loss: 0.0311628 | val_loss: 0.0311739 | Time: 1533.76 ms [2021-12-01 20:15:25 main:574] : INFO : Epoch 1888 | loss: 0.031165 | val_loss: 0.0311749 | Time: 1723.91 ms [2021-12-01 20:15:27 main:574] : INFO : Epoch 1889 | loss: 0.0311713 | val_loss: 0.0311811 | Time: 1709.33 ms [2021-12-01 20:15:29 main:574] : INFO : Epoch 1890 | loss: 0.031166 | val_loss: 0.0311759 | Time: 1741.65 ms [2021-12-01 20:15:30 main:574] : INFO : Epoch 1891 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 1793.61 ms [2021-12-01 20:15:32 main:574] : INFO : Epoch 1892 | loss: 0.0311635 | val_loss: 0.0311833 | Time: 1559.34 ms [2021-12-01 20:15:33 main:574] : INFO : Epoch 1893 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 1291.67 ms [2021-12-01 20:15:35 main:574] : INFO : Epoch 1894 | loss: 0.0311669 | val_loss: 0.0311808 | Time: 1685.41 ms [2021-12-01 20:15:37 main:574] : INFO : Epoch 1895 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 1676.8 ms [2021-12-01 20:15:38 main:574] : INFO : Epoch 1896 | loss: 0.031168 | val_loss: 0.0311755 | Time: 1671.89 ms [2021-12-01 20:15:40 main:574] : INFO : Epoch 1897 | loss: 0.0311655 | val_loss: 0.0311739 | Time: 1688.88 ms [2021-12-01 20:15:42 main:574] : INFO : Epoch 1898 | loss: 0.0311662 | val_loss: 0.031178 | Time: 1708.71 ms [2021-12-01 20:15:43 main:574] : INFO : Epoch 1899 | loss: 0.0311646 | val_loss: 0.0311763 | Time: 1124.05 ms [2021-12-01 20:15:45 main:574] : INFO : Epoch 1900 | loss: 0.0311636 | val_loss: 0.0311759 | Time: 1740.77 ms [2021-12-01 20:15:46 main:574] : INFO : Epoch 1901 | loss: 0.0311626 | val_loss: 0.0311762 | Time: 1748.67 ms [2021-12-01 20:15:48 main:574] : INFO : Epoch 1902 | loss: 0.031163 | val_loss: 0.0311774 | Time: 1691.2 ms [2021-12-01 20:15:50 main:574] : INFO : Epoch 1903 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 1760.03 ms [2021-12-01 20:15:52 main:574] : INFO : Epoch 1904 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 1791.08 ms [2021-12-01 20:15:53 main:574] : INFO : Epoch 1905 | loss: 0.031165 | val_loss: 0.0311945 | Time: 1165.55 ms [2021-12-01 20:15:55 main:574] : INFO : Epoch 1906 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 1682.62 ms [2021-12-01 20:15:56 main:574] : INFO : Epoch 1907 | loss: 0.0311666 | val_loss: 0.031178 | Time: 1778.9 ms [2021-12-01 20:15:58 main:574] : INFO : Epoch 1908 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 1685.76 ms [2021-12-01 20:16:00 main:574] : INFO : Epoch 1909 | loss: 0.031168 | val_loss: 0.0311748 | Time: 1677.11 ms [2021-12-01 20:16:01 main:574] : INFO : Epoch 1910 | loss: 0.031166 | val_loss: 0.0311754 | Time: 1763.09 ms [2021-12-01 20:16:03 main:574] : INFO : Epoch 1911 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 1219.89 ms [2021-12-01 20:16:04 main:574] : INFO : Epoch 1912 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 1641.78 ms [2021-12-01 20:16:06 main:574] : INFO : Epoch 1913 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 1777.23 ms [2021-12-01 20:16:08 main:574] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.0311764 | Time: 1654.91 ms [2021-12-01 20:16:09 main:574] : INFO : Epoch 1915 | loss: 0.0311618 | val_loss: 0.031176 | Time: 1628.3 ms [2021-12-01 20:16:11 main:574] : INFO : Epoch 1916 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 1757.13 ms [2021-12-01 20:16:13 main:574] : INFO : Epoch 1917 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 1333.85 ms [2021-12-01 20:16:14 main:574] : INFO : Epoch 1918 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 1485.42 ms [2021-12-01 20:16:16 main:574] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.0311792 | Time: 1786.08 ms [2021-12-01 20:16:18 main:574] : INFO : Epoch 1920 | loss: 0.031159 | val_loss: 0.0311774 | Time: 1736.18 ms [2021-12-01 20:16:19 main:574] : INFO : Epoch 1921 | loss: 0.0311586 | val_loss: 0.0311758 | Time: 1721.85 ms [2021-12-01 20:16:21 main:574] : INFO : Epoch 1922 | loss: 0.0311579 | val_loss: 0.0311775 | Time: 1746.85 ms [2021-12-01 20:16:22 main:574] : INFO : Epoch 1923 | loss: 0.031159 | val_loss: 0.0311769 | Time: 1395.5 ms [2021-12-01 20:16:24 main:574] : INFO : Epoch 1924 | loss: 0.0311595 | val_loss: 0.0311763 | Time: 1378.47 ms [2021-12-01 20:16:26 main:574] : INFO : Epoch 1925 | loss: 0.0311607 | val_loss: 0.0311798 | Time: 1750.11 ms [2021-12-01 20:16:27 main:574] : INFO : Epoch 1926 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 1663.82 ms [2021-12-01 20:16:29 main:574] : INFO : Epoch 1927 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 1654.43 ms [2021-12-01 20:16:31 main:574] : INFO : Epoch 1928 | loss: 0.0311594 | val_loss: 0.0311833 | Time: 1764.88 ms [2021-12-01 20:16:32 main:574] : INFO : Epoch 1929 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 1529.66 ms [2021-12-01 20:16:33 main:574] : INFO : Epoch 1930 | loss: 0.0311577 | val_loss: 0.0311786 | Time: 1278.3 ms [2021-12-01 20:16:35 main:574] : INFO : Epoch 1931 | loss: 0.0311574 | val_loss: 0.0311764 | Time: 1730.45 ms [2021-12-01 20:16:37 main:574] : INFO : Epoch 1932 | loss: 0.0311591 | val_loss: 0.0311817 | Time: 1712.1 ms [2021-12-01 20:16:39 main:574] : INFO : Epoch 1933 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 1725.04 ms [2021-12-01 20:16:40 main:574] : INFO : Epoch 1934 | loss: 0.0311583 | val_loss: 0.0311771 | Time: 1745.84 ms [2021-12-01 20:16:42 main:574] : INFO : Epoch 1935 | loss: 0.0311582 | val_loss: 0.0311773 | Time: 1659.17 ms [2021-12-01 20:16:43 main:574] : INFO : Epoch 1936 | loss: 0.0311591 | val_loss: 0.0311759 | Time: 1182.19 ms [2021-12-01 20:16:45 main:574] : INFO : Epoch 1937 | loss: 0.0311606 | val_loss: 0.0311735 | Time: 1699.97 ms [2021-12-01 20:16:47 main:574] : INFO : Epoch 1938 | loss: 0.0311621 | val_loss: 0.031187 | Time: 1738.51 ms [2021-12-01 20:16:48 main:574] : INFO : Epoch 1939 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 1660.91 ms [2021-12-01 20:16:50 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311748 | Time: 1749.68 ms [2021-12-01 20:16:52 main:574] : INFO : Epoch 1941 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 1705.68 ms [2021-12-01 20:16:53 main:574] : INFO : Epoch 1942 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 1150.53 ms [2021-12-01 20:16:55 main:574] : INFO : Epoch 1943 | loss: 0.0311596 | val_loss: 0.0311761 | Time: 1734.35 ms [2021-12-01 20:16:56 main:574] : INFO : Epoch 1944 | loss: 0.0311582 | val_loss: 0.0311765 | Time: 1768.11 ms [2021-12-01 20:16:58 main:574] : INFO : Epoch 1945 | loss: 0.0311596 | val_loss: 0.0311776 | Time: 1691.93 ms [2021-12-01 20:17:00 main:574] : INFO : Epoch 1946 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 1659.1 ms [2021-12-01 20:17:02 main:574] : INFO : Epoch 1947 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 1749.01 ms [2021-12-01 20:17:03 main:574] : INFO : Epoch 1948 | loss: 0.0311631 | val_loss: 0.0311741 | Time: 1225.63 ms [2021-12-01 20:17:04 main:574] : INFO : Epoch 1949 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 1579.37 ms [2021-12-01 20:17:06 main:574] : INFO : Epoch 1950 | loss: 0.0311607 | val_loss: 0.0311801 | Time: 1753.15 ms [2021-12-01 20:17:08 main:574] : INFO : Epoch 1951 | loss: 0.0311623 | val_loss: 0.0311752 | Time: 1679.54 ms [2021-12-01 20:17:10 main:574] : INFO : Epoch 1952 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 1681.97 ms [2021-12-01 20:17:11 main:574] : INFO : Epoch 1953 | loss: 0.0311594 | val_loss: 0.0311813 | Time: 1758.89 ms [2021-12-01 20:17:13 main:574] : INFO : Epoch 1954 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 1361.17 ms [2021-12-01 20:17:14 main:574] : INFO : Epoch 1955 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 1501.38 ms [2021-12-01 20:17:16 main:574] : INFO : Epoch 1956 | loss: 0.0311589 | val_loss: 0.0311769 | Time: 1735.7 ms [2021-12-01 20:17:18 main:574] : INFO : Epoch 1957 | loss: 0.0311576 | val_loss: 0.0311749 | Time: 1680.85 ms [2021-12-01 20:17:19 main:574] : INFO : Epoch 1958 | loss: 0.0311579 | val_loss: 0.0311749 | Time: 1694.88 ms [2021-12-01 20:17:21 main:574] : INFO : Epoch 1959 | loss: 0.0311593 | val_loss: 0.031174 | Time: 1760.53 ms [2021-12-01 20:17:22 main:574] : INFO : Epoch 1960 | loss: 0.0311614 | val_loss: 0.0311752 | Time: 1452.93 ms [2021-12-01 20:17:24 main:574] : INFO : Epoch 1961 | loss: 0.0311582 | val_loss: 0.0311773 | Time: 1403.35 ms [2021-12-01 20:17:26 main:574] : INFO : Epoch 1962 | loss: 0.0311573 | val_loss: 0.0311788 | Time: 1766.73 ms [2021-12-01 20:17:27 main:574] : INFO : Epoch 1963 | loss: 0.0311613 | val_loss: 0.0311777 | Time: 1704.43 ms [2021-12-01 20:17:29 main:574] : INFO : Epoch 1964 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 1688.68 ms [2021-12-01 20:17:31 main:574] : INFO : Epoch 1965 | loss: 0.0311593 | val_loss: 0.0311723 | Time: 1775.87 ms [2021-12-01 20:17:32 main:574] : INFO : Epoch 1966 | loss: 0.0311597 | val_loss: 0.0311766 | Time: 1518.93 ms [2021-12-01 20:17:34 main:574] : INFO : Epoch 1967 | loss: 0.0311589 | val_loss: 0.0311803 | Time: 1255.55 ms [2021-12-01 20:17:35 main:574] : INFO : Epoch 1968 | loss: 0.0311591 | val_loss: 0.0311746 | Time: 1767.63 ms [2021-12-01 20:17:37 main:574] : INFO : Epoch 1969 | loss: 0.0311591 | val_loss: 0.0311741 | Time: 1655.55 ms [2021-12-01 20:17:39 main:574] : INFO : Epoch 1970 | loss: 0.0311584 | val_loss: 0.0311756 | Time: 1695.92 ms [2021-12-01 20:17:41 main:574] : INFO : Epoch 1971 | loss: 0.0311588 | val_loss: 0.0311829 | Time: 1778.06 ms [2021-12-01 20:17:42 main:574] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.031183 | Time: 1614.68 ms [2021-12-01 20:17:43 main:574] : INFO : Epoch 1973 | loss: 0.0311827 | val_loss: 0.0312059 | Time: 1117.97 ms [2021-12-01 20:17:45 main:574] : INFO : Epoch 1974 | loss: 0.031179 | val_loss: 0.0311858 | Time: 1680.74 ms [2021-12-01 20:17:47 main:574] : INFO : Epoch 1975 | loss: 0.0311665 | val_loss: 0.0311851 | Time: 1753.89 ms [2021-12-01 20:17:48 main:574] : INFO : Epoch 1976 | loss: 0.0311628 | val_loss: 0.0311799 | Time: 1678.3 ms [2021-12-01 20:17:50 main:574] : INFO : Epoch 1977 | loss: 0.0311586 | val_loss: 0.0311761 | Time: 1761.09 ms [2021-12-01 20:17:52 main:574] : INFO : Epoch 1978 | loss: 0.0311564 | val_loss: 0.0311758 | Time: 1624.63 ms [2021-12-01 20:17:53 main:574] : INFO : Epoch 1979 | loss: 0.0311577 | val_loss: 0.0311754 | Time: 1192.64 ms [2021-12-01 20:17:55 main:574] : INFO : Epoch 1980 | loss: 0.0311572 | val_loss: 0.0311853 | Time: 1653.15 ms [2021-12-01 20:17:56 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311751 | Time: 1768.39 ms [2021-12-01 20:17:58 main:574] : INFO : Epoch 1982 | loss: 0.0311553 | val_loss: 0.0311762 | Time: 1694.86 ms [2021-12-01 20:18:00 main:574] : INFO : Epoch 1983 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 1707.1 ms [2021-12-01 20:18:02 main:574] : INFO : Epoch 1984 | loss: 0.03116 | val_loss: 0.0311801 | Time: 1774.36 ms [2021-12-01 20:18:03 main:574] : INFO : Epoch 1985 | loss: 0.031158 | val_loss: 0.0311754 | Time: 1301.93 ms [2021-12-01 20:18:04 main:574] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311774 | Time: 1550.58 ms [2021-12-01 20:18:06 main:574] : INFO : Epoch 1987 | loss: 0.0311572 | val_loss: 0.0311756 | Time: 1759.83 ms [2021-12-01 20:18:08 main:574] : INFO : Epoch 1988 | loss: 0.0311545 | val_loss: 0.0311766 | Time: 1694.75 ms [2021-12-01 20:18:10 main:574] : INFO : Epoch 1989 | loss: 0.0311548 | val_loss: 0.0311763 | Time: 1667.08 ms [2021-12-01 20:18:11 main:574] : INFO : Epoch 1990 | loss: 0.0311553 | val_loss: 0.0311768 | Time: 1797.54 ms [2021-12-01 20:18:13 main:574] : INFO : Epoch 1991 | loss: 0.0311614 | val_loss: 0.0311999 | Time: 1319.87 ms [2021-12-01 20:18:14 main:574] : INFO : Epoch 1992 | loss: 0.0311855 | val_loss: 0.0311876 | Time: 1426.35 ms [2021-12-01 20:18:16 main:574] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 1741.2 ms [2021-12-01 20:18:18 main:574] : INFO : Epoch 1994 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1689.25 ms [2021-12-01 20:18:19 main:574] : INFO : Epoch 1995 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1700.76 ms [2021-12-01 20:18:21 main:574] : INFO : Epoch 1996 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1733.35 ms [2021-12-01 20:18:23 main:574] : INFO : Epoch 1997 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 1493.49 ms [2021-12-01 20:18:24 main:574] : INFO : Epoch 1998 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 1302.84 ms [2021-12-01 20:18:26 main:574] : INFO : Epoch 1999 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 1791.38 ms [2021-12-01 20:18:27 main:574] : INFO : Epoch 2000 | loss: 0.0311651 | val_loss: 0.0311831 | Time: 1684.74 ms [2021-12-01 20:18:29 main:574] : INFO : Epoch 2001 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1723.76 ms [2021-12-01 20:18:31 main:574] : INFO : Epoch 2002 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 1764.84 ms [2021-12-01 20:18:32 main:574] : INFO : Epoch 2003 | loss: 0.031163 | val_loss: 0.0311777 | Time: 1596.98 ms [2021-12-01 20:18:34 main:574] : INFO : Epoch 2004 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 1191.03 ms [2021-12-01 20:18:35 main:574] : INFO : Epoch 2005 | loss: 0.0311646 | val_loss: 0.0311806 | Time: 1753.73 ms [2021-12-01 20:18:37 main:574] : INFO : Epoch 2006 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 1738.01 ms [2021-12-01 20:18:39 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1675.65 ms [2021-12-01 20:18:41 main:574] : INFO : Epoch 2008 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 1757.06 ms [2021-12-01 20:18:42 main:574] : INFO : Epoch 2009 | loss: 0.0311602 | val_loss: 0.0311748 | Time: 1670.96 ms [2021-12-01 20:18:43 main:574] : INFO : Epoch 2010 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 1064.38 ms [2021-12-01 20:18:45 main:574] : INFO : Epoch 2011 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 1710.18 ms [2021-12-01 20:18:47 main:574] : INFO : Epoch 2012 | loss: 0.0311597 | val_loss: 0.0311826 | Time: 1749.34 ms [2021-12-01 20:18:48 main:574] : INFO : Epoch 2013 | loss: 0.0311593 | val_loss: 0.0311782 | Time: 1711.74 ms [2021-12-01 20:18:50 main:574] : INFO : Epoch 2014 | loss: 0.0311585 | val_loss: 0.0311763 | Time: 1764.03 ms [2021-12-01 20:18:52 main:574] : INFO : Epoch 2015 | loss: 0.0311587 | val_loss: 0.0311821 | Time: 1631.25 ms [2021-12-01 20:18:53 main:574] : INFO : Epoch 2016 | loss: 0.0311618 | val_loss: 0.0311801 | Time: 1202.07 ms [2021-12-01 20:18:55 main:574] : INFO : Epoch 2017 | loss: 0.0311619 | val_loss: 0.0311788 | Time: 1595.6 ms [2021-12-01 20:18:56 main:574] : INFO : Epoch 2018 | loss: 0.0311582 | val_loss: 0.0311781 | Time: 1760.01 ms [2021-12-01 20:18:58 main:574] : INFO : Epoch 2019 | loss: 0.0311582 | val_loss: 0.0311767 | Time: 1676.91 ms [2021-12-01 20:19:00 main:574] : INFO : Epoch 2020 | loss: 0.0311589 | val_loss: 0.0311785 | Time: 1716.83 ms [2021-12-01 20:19:02 main:574] : INFO : Epoch 2021 | loss: 0.0311577 | val_loss: 0.0311776 | Time: 1764.46 ms [2021-12-01 20:19:03 main:574] : INFO : Epoch 2022 | loss: 0.0311585 | val_loss: 0.0311776 | Time: 1293.74 ms [2021-12-01 20:19:04 main:574] : INFO : Epoch 2023 | loss: 0.0311583 | val_loss: 0.031177 | Time: 1437.05 ms [2021-12-01 20:19:06 main:574] : INFO : Epoch 2024 | loss: 0.0311582 | val_loss: 0.0311783 | Time: 1728.63 ms [2021-12-01 20:19:08 main:574] : INFO : Epoch 2025 | loss: 0.031162 | val_loss: 0.0311777 | Time: 1718.9 ms [2021-12-01 20:19:09 main:574] : INFO : Epoch 2026 | loss: 0.031158 | val_loss: 0.031177 | Time: 1680.43 ms [2021-12-01 20:19:11 main:574] : INFO : Epoch 2027 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 1797.93 ms [2021-12-01 20:19:13 main:574] : INFO : Epoch 2028 | loss: 0.031158 | val_loss: 0.0311824 | Time: 1425.56 ms [2021-12-01 20:19:14 main:574] : INFO : Epoch 2029 | loss: 0.0311575 | val_loss: 0.0311773 | Time: 1351.05 ms [2021-12-01 20:19:16 main:574] : INFO : Epoch 2030 | loss: 0.0311569 | val_loss: 0.031177 | Time: 1751.69 ms [2021-12-01 20:19:18 main:574] : INFO : Epoch 2031 | loss: 0.0311574 | val_loss: 0.0311766 | Time: 1737.13 ms [2021-12-01 20:19:19 main:574] : INFO : Epoch 2032 | loss: 0.031161 | val_loss: 0.031181 | Time: 1683 ms [2021-12-01 20:19:21 main:574] : INFO : Epoch 2033 | loss: 0.0311587 | val_loss: 0.03118 | Time: 1784.59 ms [2021-12-01 20:19:23 main:574] : INFO : Epoch 2034 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 1551.79 ms [2021-12-01 20:19:24 main:574] : INFO : Epoch 2035 | loss: 0.031158 | val_loss: 0.0311794 | Time: 1269.35 ms [2021-12-01 20:19:26 main:574] : INFO : Epoch 2036 | loss: 0.0311583 | val_loss: 0.031177 | Time: 1787.83 ms [2021-12-01 20:19:27 main:574] : INFO : Epoch 2037 | loss: 0.031159 | val_loss: 0.0311861 | Time: 1669.61 ms [2021-12-01 20:19:29 main:574] : INFO : Epoch 2038 | loss: 0.0311621 | val_loss: 0.0311784 | Time: 1710.22 ms [2021-12-01 20:19:31 main:574] : INFO : Epoch 2039 | loss: 0.0311597 | val_loss: 0.0311796 | Time: 1737.62 ms [2021-12-01 20:19:32 main:574] : INFO : Epoch 2040 | loss: 0.0311607 | val_loss: 0.0311843 | Time: 1660.22 ms [2021-12-01 20:19:34 main:574] : INFO : Epoch 2041 | loss: 0.0311598 | val_loss: 0.0311759 | Time: 1163.3 ms [2021-12-01 20:19:35 main:574] : INFO : Epoch 2042 | loss: 0.0311576 | val_loss: 0.0311768 | Time: 1780.5 ms [2021-12-01 20:19:37 main:574] : INFO : Epoch 2043 | loss: 0.0311559 | val_loss: 0.0311813 | Time: 1708.42 ms [2021-12-01 20:19:39 main:574] : INFO : Epoch 2044 | loss: 0.0311557 | val_loss: 0.0311775 | Time: 1662.11 ms [2021-12-01 20:19:41 main:574] : INFO : Epoch 2045 | loss: 0.0311602 | val_loss: 0.0311813 | Time: 1817.9 ms [2021-12-01 20:19:42 main:574] : INFO : Epoch 2046 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 1669.14 ms [2021-12-01 20:19:43 main:574] : INFO : Epoch 2047 | loss: 0.0311575 | val_loss: 0.0311814 | Time: 1119.17 ms [2021-12-01 20:19:45 main:574] : INFO : Epoch 2048 | loss: 0.0311562 | val_loss: 0.0311779 | Time: 1718.78 ms [2021-12-01 20:19:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2021-12-01 20:19:45 main:603] : INFO : Saving end state to config to file [2021-12-01 20:19:45 main:608] : INFO : Success, exiting.. 20:19:45 (3124): 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)