Task 14621521
| Name | ParityModified-1647040613-22690-3-0_0 |
| Workunit | 11639336 |
| Created | 15 Apr 2022, 8:55:39 UTC |
| Sent | 15 Apr 2022, 8:56:57 UTC |
| Report deadline | 23 Apr 2022, 8:56:57 UTC |
| Received | 15 Apr 2022, 10:39:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 57 min 51 sec |
| CPU time | 56 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04-15 11:40:37 main:574] : INFO : Epoch 1542 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1683.7 ms [2022-04-15 11:40:39 main:574] : INFO : Epoch 1543 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 1662.87 ms [2022-04-15 11:40:41 main:574] : INFO : Epoch 1544 | loss: 0.0311709 | val_loss: 0.031177 | Time: 1676.13 ms [2022-04-15 11:40:42 main:574] : INFO : Epoch 1545 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 1678.2 ms [2022-04-15 11:40:44 main:574] : INFO : Epoch 1546 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 1671.36 ms [2022-04-15 11:40:46 main:574] : INFO : Epoch 1547 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1713.5 ms [2022-04-15 11:40:47 main:574] : INFO : Epoch 1548 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 1696.7 ms [2022-04-15 11:40:49 main:574] : INFO : Epoch 1549 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 1706.02 ms [2022-04-15 11:40:51 main:574] : INFO : Epoch 1550 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 1687.79 ms [2022-04-15 11:40:53 main:574] : INFO : Epoch 1551 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 1682.89 ms [2022-04-15 11:40:54 main:574] : INFO : Epoch 1552 | loss: 0.0311708 | val_loss: 0.0311729 | Time: 1672.51 ms [2022-04-15 11:40:56 main:574] : INFO : Epoch 1553 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1690.82 ms [2022-04-15 11:40:58 main:574] : INFO : Epoch 1554 | loss: 0.0311714 | val_loss: 0.031181 | Time: 1676.39 ms [2022-04-15 11:40:59 main:574] : INFO : Epoch 1555 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 1676.94 ms [2022-04-15 11:41:01 main:574] : INFO : Epoch 1556 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 1690.86 ms [2022-04-15 11:41:03 main:574] : INFO : Epoch 1557 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 1680.15 ms [2022-04-15 11:41:04 main:574] : INFO : Epoch 1558 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 1694.6 ms [2022-04-15 11:41:06 main:574] : INFO : Epoch 1559 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1687.6 ms [2022-04-15 11:41:08 main:574] : INFO : Epoch 1560 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1692.32 ms [2022-04-15 11:41:10 main:574] : INFO : Epoch 1561 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 1676.43 ms [2022-04-15 11:41:11 main:574] : INFO : Epoch 1562 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1681.67 ms [2022-04-15 11:41:13 main:574] : INFO : Epoch 1563 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 1673.8 ms [2022-04-15 11:41:15 main:574] : INFO : Epoch 1564 | loss: 0.0311689 | val_loss: 0.0311848 | Time: 1674.98 ms [2022-04-15 11:41:16 main:574] : INFO : Epoch 1565 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1680.9 ms [2022-04-15 11:41:18 main:574] : INFO : Epoch 1566 | loss: 0.031169 | val_loss: 0.0311751 | Time: 1679.26 ms [2022-04-15 11:41:20 main:574] : INFO : Epoch 1567 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1692.03 ms [2022-04-15 11:41:21 main:574] : INFO : Epoch 1568 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 1671.83 ms [2022-04-15 11:41:23 main:574] : INFO : Epoch 1569 | loss: 0.0311694 | val_loss: 0.031175 | Time: 1678.59 ms [2022-04-15 11:41:25 main:574] : INFO : Epoch 1570 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 1678.93 ms [2022-04-15 11:41:26 main:574] : INFO : Epoch 1571 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 1678.42 ms [2022-04-15 11:41:28 main:574] : INFO : Epoch 1572 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 1686.89 ms [2022-04-15 11:41:30 main:574] : INFO : Epoch 1573 | loss: 0.0311705 | val_loss: 0.0311751 | Time: 1683.19 ms [2022-04-15 11:41:31 main:574] : INFO : Epoch 1574 | loss: 0.0311666 | val_loss: 0.031174 | Time: 1671.88 ms [2022-04-15 11:41:33 main:574] : INFO : Epoch 1575 | loss: 0.031168 | val_loss: 0.0311832 | Time: 1680.8 ms [2022-04-15 11:41:35 main:574] : INFO : Epoch 1576 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 1675.82 ms [2022-04-15 11:41:37 main:574] : INFO : Epoch 1577 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1664.76 ms [2022-04-15 11:41:38 main:574] : INFO : Epoch 1578 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 1661.85 ms [2022-04-15 11:41:40 main:574] : INFO : Epoch 1579 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 1674.41 ms [2022-04-15 11:41:42 main:574] : INFO : Epoch 1580 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 1696.28 ms [2022-04-15 11:41:43 main:574] : INFO : Epoch 1581 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 1674.85 ms [2022-04-15 11:41:45 main:574] : INFO : Epoch 1582 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 1686.8 ms [2022-04-15 11:41:47 main:574] : INFO : Epoch 1583 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1676.95 ms [2022-04-15 11:41:48 main:574] : INFO : Epoch 1584 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 1678.8 ms [2022-04-15 11:41:50 main:574] : INFO : Epoch 1585 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1677.38 ms [2022-04-15 11:41:52 main:574] : INFO : Epoch 1586 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 1700.14 ms [2022-04-15 11:41:53 main:574] : INFO : Epoch 1587 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 1707.65 ms [2022-04-15 11:41:55 main:574] : INFO : Epoch 1588 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1692.96 ms [2022-04-15 11:41:57 main:574] : INFO : Epoch 1589 | loss: 0.0311688 | val_loss: 0.0311777 | Time: 1708.84 ms [2022-04-15 11:41:59 main:574] : INFO : Epoch 1590 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 1669.66 ms [2022-04-15 11:42:00 main:574] : INFO : Epoch 1591 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 1676.28 ms [2022-04-15 11:42:02 main:574] : INFO : Epoch 1592 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 1677.98 ms [2022-04-15 11:42:04 main:574] : INFO : Epoch 1593 | loss: 0.0311662 | val_loss: 0.0311792 | Time: 1680.43 ms [2022-04-15 11:42:05 main:574] : INFO : Epoch 1594 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1677.28 ms [2022-04-15 11:42:07 main:574] : INFO : Epoch 1595 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 1681.95 ms [2022-04-15 11:42:09 main:574] : INFO : Epoch 1596 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 1672.07 ms [2022-04-15 11:42:10 main:574] : INFO : Epoch 1597 | loss: 0.031168 | val_loss: 0.0311755 | Time: 1674.76 ms [2022-04-15 11:42:12 main:574] : INFO : Epoch 1598 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 1680.42 ms [2022-04-15 11:42:14 main:574] : INFO : Epoch 1599 | loss: 0.0311882 | val_loss: 0.0311985 | Time: 1676.95 ms [2022-04-15 11:42:15 main:574] : INFO : Epoch 1600 | loss: 0.0311771 | val_loss: 0.0311761 | Time: 1676.63 ms [2022-04-15 11:42:17 main:574] : INFO : Epoch 1601 | loss: 0.0311772 | val_loss: 0.031178 | Time: 1680.16 ms [2022-04-15 11:42:19 main:574] : INFO : Epoch 1602 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1672.84 ms [2022-04-15 11:42:21 main:574] : INFO : Epoch 1603 | loss: 0.031168 | val_loss: 0.0311769 | Time: 1670.26 ms [2022-04-15 11:42:22 main:574] : INFO : Epoch 1604 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1679.82 ms [2022-04-15 11:42:24 main:574] : INFO : Epoch 1605 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 1678.09 ms [2022-04-15 11:42:26 main:574] : INFO : Epoch 1606 | loss: 0.031171 | val_loss: 0.0311852 | Time: 1674.82 ms [2022-04-15 11:42:27 main:574] : INFO : Epoch 1607 | loss: 0.0311746 | val_loss: 0.0311855 | Time: 1676.32 ms [2022-04-15 11:42:29 main:574] : INFO : Epoch 1608 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 1680.73 ms [2022-04-15 11:42:31 main:574] : INFO : Epoch 1609 | loss: 0.0311702 | val_loss: 0.031176 | Time: 1672.24 ms [2022-04-15 11:42:32 main:574] : INFO : Epoch 1610 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1682.51 ms [2022-04-15 11:42:34 main:574] : INFO : Epoch 1611 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 1681.28 ms [2022-04-15 11:42:36 main:574] : INFO : Epoch 1612 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1674.54 ms [2022-04-15 11:42:37 main:574] : INFO : Epoch 1613 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 1681.65 ms [2022-04-15 11:42:39 main:574] : INFO : Epoch 1614 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 1667.89 ms [2022-04-15 11:42:41 main:574] : INFO : Epoch 1615 | loss: 0.03117 | val_loss: 0.0311765 | Time: 1687.69 ms [2022-04-15 11:42:42 main:574] : INFO : Epoch 1616 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 1669.62 ms [2022-04-15 11:42:44 main:574] : INFO : Epoch 1617 | loss: 0.031168 | val_loss: 0.0311811 | Time: 1681.58 ms [2022-04-15 11:42:46 main:574] : INFO : Epoch 1618 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 1687.19 ms [2022-04-15 11:42:48 main:574] : INFO : Epoch 1619 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1679.65 ms [2022-04-15 11:42:49 main:574] : INFO : Epoch 1620 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 1676.16 ms [2022-04-15 11:42:51 main:574] : INFO : Epoch 1621 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 1662.37 ms [2022-04-15 11:42:53 main:574] : INFO : Epoch 1622 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 1688.13 ms [2022-04-15 11:42:54 main:574] : INFO : Epoch 1623 | loss: 0.0311691 | val_loss: 0.0311746 | Time: 1682.81 ms [2022-04-15 11:42:56 main:574] : INFO : Epoch 1624 | loss: 0.031169 | val_loss: 0.0311742 | Time: 1681.64 ms [2022-04-15 11:42:58 main:574] : INFO : Epoch 1625 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 1726.54 ms [2022-04-15 11:42:59 main:574] : INFO : Epoch 1626 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1697.15 ms [2022-04-15 11:43:01 main:574] : INFO : Epoch 1627 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 1720.32 ms [2022-04-15 11:43:03 main:574] : INFO : Epoch 1628 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1677.06 ms [2022-04-15 11:43:05 main:574] : INFO : Epoch 1629 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 1688.57 ms [2022-04-15 11:43:06 main:574] : INFO : Epoch 1630 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 1676.05 ms [2022-04-15 11:43:08 main:574] : INFO : Epoch 1631 | loss: 0.0311705 | val_loss: 0.031175 | Time: 1677.68 ms [2022-04-15 11:43:10 main:574] : INFO : Epoch 1632 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1675.39 ms [2022-04-15 11:43:11 main:574] : INFO : Epoch 1633 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1667.17 ms [2022-04-15 11:43:13 main:574] : INFO : Epoch 1634 | loss: 0.0311662 | val_loss: 0.031175 | Time: 1668.58 ms [2022-04-15 11:43:15 main:574] : INFO : Epoch 1635 | loss: 0.031167 | val_loss: 0.0311775 | Time: 1693.65 ms [2022-04-15 11:43:16 main:574] : INFO : Epoch 1636 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 1690.1 ms [2022-04-15 11:43:18 main:574] : INFO : Epoch 1637 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 1682.36 ms [2022-04-15 11:43:20 main:574] : INFO : Epoch 1638 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 1674.6 ms [2022-04-15 11:43:21 main:574] : INFO : Epoch 1639 | loss: 0.0311662 | val_loss: 0.0311753 | Time: 1672.74 ms [2022-04-15 11:43:23 main:574] : INFO : Epoch 1640 | loss: 0.0311673 | val_loss: 0.0311806 | Time: 1683.31 ms [2022-04-15 11:43:25 main:574] : INFO : Epoch 1641 | loss: 0.0311691 | val_loss: 0.031174 | Time: 1680.29 ms [2022-04-15 11:43:26 main:574] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 1675.89 ms [2022-04-15 11:43:28 main:574] : INFO : Epoch 1643 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1670.4 ms [2022-04-15 11:43:30 main:574] : INFO : Epoch 1644 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 1685.7 ms [2022-04-15 11:43:32 main:574] : INFO : Epoch 1645 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1678.2 ms [2022-04-15 11:43:33 main:574] : INFO : Epoch 1646 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1677.28 ms [2022-04-15 11:43:35 main:574] : INFO : Epoch 1647 | loss: 0.0311673 | val_loss: 0.031174 | Time: 1678.05 ms [2022-04-15 11:43:37 main:574] : INFO : Epoch 1648 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 1681.52 ms [2022-04-15 11:43:38 main:574] : INFO : Epoch 1649 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1672.58 ms [2022-04-15 11:43:40 main:574] : INFO : Epoch 1650 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 1673.64 ms [2022-04-15 11:43:42 main:574] : INFO : Epoch 1651 | loss: 0.0311694 | val_loss: 0.031181 | Time: 1671.31 ms [2022-04-15 11:43:43 main:574] : INFO : Epoch 1652 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 1677.62 ms [2022-04-15 11:43:45 main:574] : INFO : Epoch 1653 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 1684.87 ms [2022-04-15 11:43:47 main:574] : INFO : Epoch 1654 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 1672.63 ms [2022-04-15 11:43:48 main:574] : INFO : Epoch 1655 | loss: 0.0311682 | val_loss: 0.031185 | Time: 1668.2 ms [2022-04-15 11:43:50 main:574] : INFO : Epoch 1656 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1674.54 ms [2022-04-15 11:43:52 main:574] : INFO : Epoch 1657 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 1668.6 ms [2022-04-15 11:43:53 main:574] : INFO : Epoch 1658 | loss: 0.031167 | val_loss: 0.0311762 | Time: 1686.99 ms [2022-04-15 11:43:55 main:574] : INFO : Epoch 1659 | loss: 0.0311677 | val_loss: 0.031176 | Time: 1675.73 ms [2022-04-15 11:43:57 main:574] : INFO : Epoch 1660 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 1678.69 ms [2022-04-15 11:43:59 main:574] : INFO : Epoch 1661 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 1673.29 ms [2022-04-15 11:44:00 main:574] : INFO : Epoch 1662 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 1675.82 ms [2022-04-15 11:44:02 main:574] : INFO : Epoch 1663 | loss: 0.0311693 | val_loss: 0.031179 | Time: 1665.54 ms [2022-04-15 11:44:04 main:574] : INFO : Epoch 1664 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 1715.73 ms [2022-04-15 11:44:05 main:574] : INFO : Epoch 1665 | loss: 0.031172 | val_loss: 0.0311762 | Time: 1694 ms [2022-04-15 11:44:07 main:574] : INFO : Epoch 1666 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 1693.87 ms [2022-04-15 11:44:09 main:574] : INFO : Epoch 1667 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 1687.11 ms [2022-04-15 11:44:10 main:574] : INFO : Epoch 1668 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 1674.14 ms [2022-04-15 11:44:12 main:574] : INFO : Epoch 1669 | loss: 0.031166 | val_loss: 0.0311739 | Time: 1677.72 ms [2022-04-15 11:44:14 main:574] : INFO : Epoch 1670 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1678.56 ms [2022-04-15 11:44:15 main:574] : INFO : Epoch 1671 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1676.51 ms [2022-04-15 11:44:17 main:574] : INFO : Epoch 1672 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 1674.45 ms [2022-04-15 11:44:19 main:574] : INFO : Epoch 1673 | loss: 0.0311667 | val_loss: 0.03118 | Time: 1680.65 ms [2022-04-15 11:44:21 main:574] : INFO : Epoch 1674 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1682.17 ms [2022-04-15 11:44:22 main:574] : INFO : Epoch 1675 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1683.44 ms [2022-04-15 11:44:24 main:574] : INFO : Epoch 1676 | loss: 0.0311654 | val_loss: 0.0311765 | Time: 1672.82 ms [2022-04-15 11:44:26 main:574] : INFO : Epoch 1677 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 1685.29 ms [2022-04-15 11:44:27 main:574] : INFO : Epoch 1678 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 1679.14 ms [2022-04-15 11:44:29 main:574] : INFO : Epoch 1679 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 1676.53 ms [2022-04-15 11:44:31 main:574] : INFO : Epoch 1680 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 1667.26 ms [2022-04-15 11:44:32 main:574] : INFO : Epoch 1681 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 1673.05 ms [2022-04-15 11:44:34 main:574] : INFO : Epoch 1682 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1685.02 ms [2022-04-15 11:44:36 main:574] : INFO : Epoch 1683 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 1672.57 ms [2022-04-15 11:44:37 main:574] : INFO : Epoch 1684 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 1671.31 ms [2022-04-15 11:44:39 main:574] : INFO : Epoch 1685 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 1674.21 ms [2022-04-15 11:44:41 main:574] : INFO : Epoch 1686 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 1676.49 ms [2022-04-15 11:44:42 main:574] : INFO : Epoch 1687 | loss: 0.0311636 | val_loss: 0.0311787 | Time: 1662.95 ms [2022-04-15 11:44:44 main:574] : INFO : Epoch 1688 | loss: 0.0311635 | val_loss: 0.0311788 | Time: 1685.92 ms [2022-04-15 11:44:46 main:574] : INFO : Epoch 1689 | loss: 0.0311659 | val_loss: 0.0311784 | Time: 1692.96 ms [2022-04-15 11:44:48 main:574] : INFO : Epoch 1690 | loss: 0.0311635 | val_loss: 0.0311801 | Time: 1669.64 ms [2022-04-15 11:44:49 main:574] : INFO : Epoch 1691 | loss: 0.0311661 | val_loss: 0.031178 | Time: 1681.16 ms [2022-04-15 11:44:51 main:574] : INFO : Epoch 1692 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1682.7 ms [2022-04-15 11:44:53 main:574] : INFO : Epoch 1693 | loss: 0.0311704 | val_loss: 0.031178 | Time: 1677.27 ms [2022-04-15 11:44:54 main:574] : INFO : Epoch 1694 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 1683.12 ms [2022-04-15 11:44:56 main:574] : INFO : Epoch 1695 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 1687.28 ms [2022-04-15 11:44:58 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1676.23 ms [2022-04-15 11:44:59 main:574] : INFO : Epoch 1697 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1685.01 ms [2022-04-15 11:45:01 main:574] : INFO : Epoch 1698 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 1679.68 ms [2022-04-15 11:45:03 main:574] : INFO : Epoch 1699 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1667.46 ms [2022-04-15 11:45:04 main:574] : INFO : Epoch 1700 | loss: 0.0311695 | val_loss: 0.0311745 | Time: 1681.79 ms [2022-04-15 11:45:06 main:574] : INFO : Epoch 1701 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1674.49 ms [2022-04-15 11:45:08 main:574] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 1683.65 ms [2022-04-15 11:45:10 main:574] : INFO : Epoch 1703 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 1707.14 ms [2022-04-15 11:45:11 main:574] : INFO : Epoch 1704 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 1699.96 ms [2022-04-15 11:45:13 main:574] : INFO : Epoch 1705 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 1689.17 ms [2022-04-15 11:45:15 main:574] : INFO : Epoch 1706 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 1680.56 ms [2022-04-15 11:45:16 main:574] : INFO : Epoch 1707 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 1665.43 ms [2022-04-15 11:45:18 main:574] : INFO : Epoch 1708 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 1684.79 ms [2022-04-15 11:45:20 main:574] : INFO : Epoch 1709 | loss: 0.0311701 | val_loss: 0.031175 | Time: 1686.28 ms [2022-04-15 11:45:21 main:574] : INFO : Epoch 1710 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 1682.05 ms [2022-04-15 11:45:23 main:574] : INFO : Epoch 1711 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 1682.12 ms [2022-04-15 11:45:25 main:574] : INFO : Epoch 1712 | loss: 0.0311679 | val_loss: 0.0311764 | Time: 1682.07 ms [2022-04-15 11:45:27 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1677.56 ms [2022-04-15 11:45:28 main:574] : INFO : Epoch 1714 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 1681.55 ms [2022-04-15 11:45:30 main:574] : INFO : Epoch 1715 | loss: 0.0311667 | val_loss: 0.031174 | Time: 1674.12 ms [2022-04-15 11:45:32 main:574] : INFO : Epoch 1716 | loss: 0.031166 | val_loss: 0.031175 | Time: 1681.35 ms [2022-04-15 11:45:33 main:574] : INFO : Epoch 1717 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 1674.84 ms [2022-04-15 11:45:35 main:574] : INFO : Epoch 1718 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 1676.06 ms [2022-04-15 11:45:37 main:574] : INFO : Epoch 1719 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 1672.5 ms [2022-04-15 11:45:38 main:574] : INFO : Epoch 1720 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 1697.96 ms [2022-04-15 11:45:40 main:574] : INFO : Epoch 1721 | loss: 0.0311672 | val_loss: 0.0311802 | Time: 1683.34 ms [2022-04-15 11:45:42 main:574] : INFO : Epoch 1722 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 1676.21 ms [2022-04-15 11:45:43 main:574] : INFO : Epoch 1723 | loss: 0.0311685 | val_loss: 0.031177 | Time: 1680.74 ms [2022-04-15 11:45:45 main:574] : INFO : Epoch 1724 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 1675.85 ms [2022-04-15 11:45:47 main:574] : INFO : Epoch 1725 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1678.56 ms [2022-04-15 11:45:48 main:574] : INFO : Epoch 1726 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 1676.22 ms [2022-04-15 11:45:50 main:574] : INFO : Epoch 1727 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 1687.25 ms [2022-04-15 11:45:52 main:574] : INFO : Epoch 1728 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 1670.91 ms [2022-04-15 11:45:54 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.031178 | Time: 1680.19 ms [2022-04-15 11:45:55 main:574] : INFO : Epoch 1730 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 1679.66 ms [2022-04-15 11:45:57 main:574] : INFO : Epoch 1731 | loss: 0.0311709 | val_loss: 0.0311887 | Time: 1677.08 ms [2022-04-15 11:45:59 main:574] : INFO : Epoch 1732 | loss: 0.0311762 | val_loss: 0.0311756 | Time: 1688.5 ms [2022-04-15 11:46:00 main:574] : INFO : Epoch 1733 | loss: 0.0311713 | val_loss: 0.031174 | Time: 1676.9 ms [2022-04-15 11:46:02 main:574] : INFO : Epoch 1734 | loss: 0.031173 | val_loss: 0.0311731 | Time: 1689.82 ms [2022-04-15 11:46:04 main:574] : INFO : Epoch 1735 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1679.8 ms [2022-04-15 11:46:05 main:574] : INFO : Epoch 1736 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 1678.95 ms [2022-04-15 11:46:07 main:574] : INFO : Epoch 1737 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1673.23 ms [2022-04-15 11:46:09 main:574] : INFO : Epoch 1738 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 1690.5 ms [2022-04-15 11:46:10 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311777 | Time: 1683.25 ms [2022-04-15 11:46:12 main:574] : INFO : Epoch 1740 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 1675.65 ms [2022-04-15 11:46:14 main:574] : INFO : Epoch 1741 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 1671.69 ms [2022-04-15 11:46:16 main:574] : INFO : Epoch 1742 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1723.28 ms [2022-04-15 11:46:17 main:574] : INFO : Epoch 1743 | loss: 0.0311685 | val_loss: 0.031174 | Time: 1727.99 ms [2022-04-15 11:46:19 main:574] : INFO : Epoch 1744 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 1719.93 ms [2022-04-15 11:46:21 main:574] : INFO : Epoch 1745 | loss: 0.0311704 | val_loss: 0.0311739 | Time: 1687.01 ms [2022-04-15 11:46:22 main:574] : INFO : Epoch 1746 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 1685.45 ms [2022-04-15 11:46:24 main:574] : INFO : Epoch 1747 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1675.94 ms [2022-04-15 11:46:26 main:574] : INFO : Epoch 1748 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 1673.41 ms [2022-04-15 11:46:27 main:574] : INFO : Epoch 1749 | loss: 0.0311672 | val_loss: 0.0311803 | Time: 1668.2 ms [2022-04-15 11:46:29 main:574] : INFO : Epoch 1750 | loss: 0.0311685 | val_loss: 0.0311728 | Time: 1676.12 ms [2022-04-15 11:46:31 main:574] : INFO : Epoch 1751 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 1677.57 ms [2022-04-15 11:46:33 main:574] : INFO : Epoch 1752 | loss: 0.03117 | val_loss: 0.0311722 | Time: 1681.83 ms [2022-04-15 11:46:34 main:574] : INFO : Epoch 1753 | loss: 0.0311721 | val_loss: 0.031178 | Time: 1677.85 ms [2022-04-15 11:46:36 main:574] : INFO : Epoch 1754 | loss: 0.031171 | val_loss: 0.0311745 | Time: 1686.87 ms [2022-04-15 11:46:38 main:574] : INFO : Epoch 1755 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 1672.9 ms [2022-04-15 11:46:39 main:574] : INFO : Epoch 1756 | loss: 0.0311748 | val_loss: 0.031178 | Time: 1675.62 ms [2022-04-15 11:46:41 main:574] : INFO : Epoch 1757 | loss: 0.0311726 | val_loss: 0.0311726 | Time: 1686.19 ms [2022-04-15 11:46:43 main:574] : INFO : Epoch 1758 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1673.81 ms [2022-04-15 11:46:44 main:574] : INFO : Epoch 1759 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 1682.95 ms [2022-04-15 11:46:46 main:574] : INFO : Epoch 1760 | loss: 0.0311738 | val_loss: 0.0311842 | Time: 1675.25 ms [2022-04-15 11:46:48 main:574] : INFO : Epoch 1761 | loss: 0.0311862 | val_loss: 0.0311844 | Time: 1673.1 ms [2022-04-15 11:46:49 main:574] : INFO : Epoch 1762 | loss: 0.0311764 | val_loss: 0.0311788 | Time: 1684.56 ms [2022-04-15 11:46:51 main:574] : INFO : Epoch 1763 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1672.4 ms [2022-04-15 11:46:53 main:574] : INFO : Epoch 1764 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 1678.13 ms [2022-04-15 11:46:55 main:574] : INFO : Epoch 1765 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 1687.46 ms [2022-04-15 11:46:56 main:574] : INFO : Epoch 1766 | loss: 0.031169 | val_loss: 0.0311744 | Time: 1679.19 ms [2022-04-15 11:46:58 main:574] : INFO : Epoch 1767 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1678.36 ms [2022-04-15 11:47:00 main:574] : INFO : Epoch 1768 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 1681.3 ms [2022-04-15 11:47:01 main:574] : INFO : Epoch 1769 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 1681.96 ms [2022-04-15 11:47:03 main:574] : INFO : Epoch 1770 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 1708.26 ms [2022-04-15 11:47:05 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1690.56 ms [2022-04-15 11:47:06 main:574] : INFO : Epoch 1772 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 1670.91 ms [2022-04-15 11:47:08 main:574] : INFO : Epoch 1773 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 1674.6 ms [2022-04-15 11:47:10 main:574] : INFO : Epoch 1774 | loss: 0.0311747 | val_loss: 0.0311748 | Time: 1684.9 ms [2022-04-15 11:47:11 main:574] : INFO : Epoch 1775 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1673.52 ms [2022-04-15 11:47:13 main:574] : INFO : Epoch 1776 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 1675.84 ms [2022-04-15 11:47:15 main:574] : INFO : Epoch 1777 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 1679.19 ms [2022-04-15 11:47:17 main:574] : INFO : Epoch 1778 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 1678 ms [2022-04-15 11:47:18 main:574] : INFO : Epoch 1779 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 1685.14 ms [2022-04-15 11:47:20 main:574] : INFO : Epoch 1780 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 1692.14 ms [2022-04-15 11:47:22 main:574] : INFO : Epoch 1781 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 1700.68 ms [2022-04-15 11:47:23 main:574] : INFO : Epoch 1782 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 1676.73 ms [2022-04-15 11:47:25 main:574] : INFO : Epoch 1783 | loss: 0.0311693 | val_loss: 0.0311873 | Time: 1679.95 ms [2022-04-15 11:47:27 main:574] : INFO : Epoch 1784 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 1697.41 ms [2022-04-15 11:47:28 main:574] : INFO : Epoch 1785 | loss: 0.0311737 | val_loss: 0.0311735 | Time: 1685.34 ms [2022-04-15 11:47:30 main:574] : INFO : Epoch 1786 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 1684.55 ms [2022-04-15 11:47:32 main:574] : INFO : Epoch 1787 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 1676.64 ms [2022-04-15 11:47:33 main:574] : INFO : Epoch 1788 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 1674.1 ms [2022-04-15 11:47:35 main:574] : INFO : Epoch 1789 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1679.84 ms [2022-04-15 11:47:37 main:574] : INFO : Epoch 1790 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1676.3 ms [2022-04-15 11:47:39 main:574] : INFO : Epoch 1791 | loss: 0.0311699 | val_loss: 0.031175 | Time: 1674.32 ms [2022-04-15 11:47:40 main:574] : INFO : Epoch 1792 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1681.57 ms [2022-04-15 11:47:42 main:574] : INFO : Epoch 1793 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1683.75 ms [2022-04-15 11:47:44 main:574] : INFO : Epoch 1794 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1683.46 ms [2022-04-15 11:47:45 main:574] : INFO : Epoch 1795 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 1675.39 ms [2022-04-15 11:47:47 main:574] : INFO : Epoch 1796 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 1675.28 ms [2022-04-15 11:47:49 main:574] : INFO : Epoch 1797 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 1669.24 ms [2022-04-15 11:47:50 main:574] : INFO : Epoch 1798 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 1680.7 ms [2022-04-15 11:47:52 main:574] : INFO : Epoch 1799 | loss: 0.031172 | val_loss: 0.0311747 | Time: 1681.64 ms [2022-04-15 11:47:54 main:574] : INFO : Epoch 1800 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1680.69 ms [2022-04-15 11:47:55 main:574] : INFO : Epoch 1801 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1670.14 ms [2022-04-15 11:47:57 main:574] : INFO : Epoch 1802 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1676.5 ms [2022-04-15 11:47:59 main:574] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1698.7 ms [2022-04-15 11:48:01 main:574] : INFO : Epoch 1804 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 1737.14 ms [2022-04-15 11:48:02 main:574] : INFO : Epoch 1805 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 1679.63 ms [2022-04-15 11:48:04 main:574] : INFO : Epoch 1806 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 1681.7 ms [2022-04-15 11:48:06 main:574] : INFO : Epoch 1807 | loss: 0.0311716 | val_loss: 0.0311763 | Time: 1721.09 ms [2022-04-15 11:48:07 main:574] : INFO : Epoch 1808 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 1687.44 ms [2022-04-15 11:48:09 main:574] : INFO : Epoch 1809 | loss: 0.031171 | val_loss: 0.0311754 | Time: 1670.91 ms [2022-04-15 11:48:11 main:574] : INFO : Epoch 1810 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 1673.74 ms [2022-04-15 11:48:12 main:574] : INFO : Epoch 1811 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 1694.55 ms [2022-04-15 11:48:14 main:574] : INFO : Epoch 1812 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 1697.59 ms [2022-04-15 11:48:16 main:574] : INFO : Epoch 1813 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 1686.66 ms [2022-04-15 11:48:18 main:574] : INFO : Epoch 1814 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 1692.11 ms [2022-04-15 11:48:19 main:574] : INFO : Epoch 1815 | loss: 0.031169 | val_loss: 0.0311716 | Time: 1687.9 ms [2022-04-15 11:48:21 main:574] : INFO : Epoch 1816 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1673.61 ms [2022-04-15 11:48:23 main:574] : INFO : Epoch 1817 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 1670.09 ms [2022-04-15 11:48:24 main:574] : INFO : Epoch 1818 | loss: 0.03117 | val_loss: 0.0311812 | Time: 1681.44 ms [2022-04-15 11:48:26 main:574] : INFO : Epoch 1819 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1707.39 ms [2022-04-15 11:48:28 main:574] : INFO : Epoch 1820 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1698.42 ms [2022-04-15 11:48:29 main:574] : INFO : Epoch 1821 | loss: 0.03117 | val_loss: 0.031174 | Time: 1686.07 ms [2022-04-15 11:48:31 main:574] : INFO : Epoch 1822 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 1695.46 ms [2022-04-15 11:48:33 main:574] : INFO : Epoch 1823 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1685.28 ms [2022-04-15 11:48:34 main:574] : INFO : Epoch 1824 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1684.64 ms [2022-04-15 11:48:36 main:574] : INFO : Epoch 1825 | loss: 0.0311699 | val_loss: 0.0311864 | Time: 1669.2 ms [2022-04-15 11:48:38 main:574] : INFO : Epoch 1826 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 1703.21 ms [2022-04-15 11:48:40 main:574] : INFO : Epoch 1827 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 1695.84 ms [2022-04-15 11:48:41 main:574] : INFO : Epoch 1828 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 1688.99 ms [2022-04-15 11:48:43 main:574] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1681.14 ms [2022-04-15 11:48:45 main:574] : INFO : Epoch 1830 | loss: 0.0311709 | val_loss: 0.031174 | Time: 1683.36 ms [2022-04-15 11:48:46 main:574] : INFO : Epoch 1831 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 1688.36 ms [2022-04-15 11:48:48 main:574] : INFO : Epoch 1832 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1683.45 ms [2022-04-15 11:48:50 main:574] : INFO : Epoch 1833 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 1686.44 ms [2022-04-15 11:48:51 main:574] : INFO : Epoch 1834 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 1674.81 ms [2022-04-15 11:48:53 main:574] : INFO : Epoch 1835 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 1677.07 ms [2022-04-15 11:48:55 main:574] : INFO : Epoch 1836 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 1684.32 ms [2022-04-15 11:48:56 main:574] : INFO : Epoch 1837 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1679.75 ms [2022-04-15 11:48:58 main:574] : INFO : Epoch 1838 | loss: 0.0311679 | val_loss: 0.031177 | Time: 1674.06 ms [2022-04-15 11:49:00 main:574] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 1677.16 ms [2022-04-15 11:49:02 main:574] : INFO : Epoch 1840 | loss: 0.0311687 | val_loss: 0.0311742 | Time: 1681.15 ms [2022-04-15 11:49:03 main:574] : INFO : Epoch 1841 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1675.85 ms [2022-04-15 11:49:05 main:574] : INFO : Epoch 1842 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1683.1 ms [2022-04-15 11:49:07 main:574] : INFO : Epoch 1843 | loss: 0.0311681 | val_loss: 0.0311803 | Time: 1682.04 ms [2022-04-15 11:49:08 main:574] : INFO : Epoch 1844 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1685.07 ms [2022-04-15 11:49:10 main:574] : INFO : Epoch 1845 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 1668.4 ms [2022-04-15 11:49:12 main:574] : INFO : Epoch 1846 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1691.95 ms [2022-04-15 11:49:13 main:574] : INFO : Epoch 1847 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 1682.88 ms [2022-04-15 11:49:15 main:574] : INFO : Epoch 1848 | loss: 0.0311757 | val_loss: 0.0311764 | Time: 1667.07 ms [2022-04-15 11:49:17 main:574] : INFO : Epoch 1849 | loss: 0.0311749 | val_loss: 0.0311751 | Time: 1672.53 ms [2022-04-15 11:49:18 main:574] : INFO : Epoch 1850 | loss: 0.0311748 | val_loss: 0.031174 | Time: 1683.74 ms [2022-04-15 11:49:20 main:574] : INFO : Epoch 1851 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 1683.21 ms [2022-04-15 11:49:22 main:574] : INFO : Epoch 1852 | loss: 0.0311793 | val_loss: 0.0311732 | Time: 1670.93 ms [2022-04-15 11:49:23 main:574] : INFO : Epoch 1853 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1676.2 ms [2022-04-15 11:49:25 main:574] : INFO : Epoch 1854 | loss: 0.0311744 | val_loss: 0.0311734 | Time: 1682.65 ms [2022-04-15 11:49:27 main:574] : INFO : Epoch 1855 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 1681.29 ms [2022-04-15 11:49:29 main:574] : INFO : Epoch 1856 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 1663.27 ms [2022-04-15 11:49:30 main:574] : INFO : Epoch 1857 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 1683.84 ms [2022-04-15 11:49:32 main:574] : INFO : Epoch 1858 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1699.22 ms [2022-04-15 11:49:34 main:574] : INFO : Epoch 1859 | loss: 0.0311716 | val_loss: 0.031175 | Time: 1764.4 ms [2022-04-15 11:49:35 main:574] : INFO : Epoch 1860 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1763.07 ms [2022-04-15 11:49:37 main:574] : INFO : Epoch 1861 | loss: 0.031172 | val_loss: 0.0311733 | Time: 1711.87 ms [2022-04-15 11:49:39 main:574] : INFO : Epoch 1862 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 1676.34 ms [2022-04-15 11:49:41 main:574] : INFO : Epoch 1863 | loss: 0.0311728 | val_loss: 0.0311731 | Time: 1677.73 ms [2022-04-15 11:49:42 main:574] : INFO : Epoch 1864 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 1685.7 ms [2022-04-15 11:49:44 main:574] : INFO : Epoch 1865 | loss: 0.031172 | val_loss: 0.0311773 | Time: 1678.77 ms [2022-04-15 11:49:46 main:574] : INFO : Epoch 1866 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 1680 ms [2022-04-15 11:49:47 main:574] : INFO : Epoch 1867 | loss: 0.0311727 | val_loss: 0.0311742 | Time: 1684.25 ms [2022-04-15 11:49:49 main:574] : INFO : Epoch 1868 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 1678.75 ms [2022-04-15 11:49:51 main:574] : INFO : Epoch 1869 | loss: 0.031175 | val_loss: 0.0311731 | Time: 1686.34 ms [2022-04-15 11:49:52 main:574] : INFO : Epoch 1870 | loss: 0.0311721 | val_loss: 0.031175 | Time: 1673.78 ms [2022-04-15 11:49:54 main:574] : INFO : Epoch 1871 | loss: 0.031171 | val_loss: 0.0311742 | Time: 1674.27 ms [2022-04-15 11:49:56 main:574] : INFO : Epoch 1872 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 1676.38 ms [2022-04-15 11:49:57 main:574] : INFO : Epoch 1873 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 1675.85 ms [2022-04-15 11:49:59 main:574] : INFO : Epoch 1874 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 1674.77 ms [2022-04-15 11:50:01 main:574] : INFO : Epoch 1875 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 1802.51 ms [2022-04-15 11:50:03 main:574] : INFO : Epoch 1876 | loss: 0.0311725 | val_loss: 0.0311747 | Time: 1679.72 ms [2022-04-15 11:50:04 main:574] : INFO : Epoch 1877 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 1676.29 ms [2022-04-15 11:50:06 main:574] : INFO : Epoch 1878 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 1679.93 ms [2022-04-15 11:50:08 main:574] : INFO : Epoch 1879 | loss: 0.0311731 | val_loss: 0.0311727 | Time: 1671.52 ms [2022-04-15 11:50:09 main:574] : INFO : Epoch 1880 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1674.76 ms [2022-04-15 11:50:11 main:574] : INFO : Epoch 1881 | loss: 0.0311759 | val_loss: 0.0311749 | Time: 1682.39 ms [2022-04-15 11:50:13 main:574] : INFO : Epoch 1882 | loss: 0.0311739 | val_loss: 0.0311711 | Time: 1676.02 ms [2022-04-15 11:50:14 main:574] : INFO : Epoch 1883 | loss: 0.0311721 | val_loss: 0.0311727 | Time: 1677.15 ms [2022-04-15 11:50:16 main:574] : INFO : Epoch 1884 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 1674.37 ms [2022-04-15 11:50:18 main:574] : INFO : Epoch 1885 | loss: 0.0311747 | val_loss: 0.0311723 | Time: 1668.91 ms [2022-04-15 11:50:20 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311739 | Time: 1678.24 ms [2022-04-15 11:50:21 main:574] : INFO : Epoch 1887 | loss: 0.0311713 | val_loss: 0.0311725 | Time: 1670.5 ms [2022-04-15 11:50:23 main:574] : INFO : Epoch 1888 | loss: 0.0311701 | val_loss: 0.0311742 | Time: 1674.99 ms [2022-04-15 11:50:25 main:574] : INFO : Epoch 1889 | loss: 0.0311697 | val_loss: 0.0311718 | Time: 1678.14 ms [2022-04-15 11:50:26 main:574] : INFO : Epoch 1890 | loss: 0.03117 | val_loss: 0.031173 | Time: 1684.57 ms [2022-04-15 11:50:28 main:574] : INFO : Epoch 1891 | loss: 0.0311702 | val_loss: 0.0311714 | Time: 1685.37 ms [2022-04-15 11:50:30 main:574] : INFO : Epoch 1892 | loss: 0.031171 | val_loss: 0.0311732 | Time: 1666.94 ms [2022-04-15 11:50:31 main:574] : INFO : Epoch 1893 | loss: 0.0311704 | val_loss: 0.0311712 | Time: 1674.26 ms [2022-04-15 11:50:33 main:574] : INFO : Epoch 1894 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1680.05 ms [2022-04-15 11:50:35 main:574] : INFO : Epoch 1895 | loss: 0.0311722 | val_loss: 0.0311722 | Time: 1679.69 ms [2022-04-15 11:50:36 main:574] : INFO : Epoch 1896 | loss: 0.03117 | val_loss: 0.0311715 | Time: 1673.73 ms [2022-04-15 11:50:38 main:574] : INFO : Epoch 1897 | loss: 0.0311708 | val_loss: 0.03118 | Time: 1723.97 ms [2022-04-15 11:50:40 main:574] : INFO : Epoch 1898 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 1730.63 ms [2022-04-15 11:50:42 main:574] : INFO : Epoch 1899 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 1700.4 ms [2022-04-15 11:50:43 main:574] : INFO : Epoch 1900 | loss: 0.0331828 | val_loss: 0.0379019 | Time: 1690.55 ms [2022-04-15 11:50:45 main:574] : INFO : Epoch 1901 | loss: 0.0415726 | val_loss: 0.0330864 | Time: 1677.9 ms [2022-04-15 11:50:47 main:574] : INFO : Epoch 1902 | loss: 0.0323627 | val_loss: 0.0314782 | Time: 1682.83 ms [2022-04-15 11:50:48 main:574] : INFO : Epoch 1903 | loss: 0.0313571 | val_loss: 0.0313027 | Time: 1686.32 ms [2022-04-15 11:50:50 main:574] : INFO : Epoch 1904 | loss: 0.0312634 | val_loss: 0.0312424 | Time: 1684.89 ms [2022-04-15 11:50:52 main:574] : INFO : Epoch 1905 | loss: 0.031239 | val_loss: 0.0312328 | Time: 1677.89 ms [2022-04-15 11:50:53 main:574] : INFO : Epoch 1906 | loss: 0.031232 | val_loss: 0.031226 | Time: 1679.54 ms [2022-04-15 11:50:55 main:574] : INFO : Epoch 1907 | loss: 0.0312259 | val_loss: 0.0312204 | Time: 1686.25 ms [2022-04-15 11:50:57 main:574] : INFO : Epoch 1908 | loss: 0.0312218 | val_loss: 0.0312178 | Time: 1681.85 ms [2022-04-15 11:50:59 main:574] : INFO : Epoch 1909 | loss: 0.0312202 | val_loss: 0.0312165 | Time: 1679.31 ms [2022-04-15 11:51:00 main:574] : INFO : Epoch 1910 | loss: 0.031219 | val_loss: 0.0312149 | Time: 1671.98 ms [2022-04-15 11:51:02 main:574] : INFO : Epoch 1911 | loss: 0.0312183 | val_loss: 0.0312135 | Time: 1687.22 ms [2022-04-15 11:51:04 main:574] : INFO : Epoch 1912 | loss: 0.0312155 | val_loss: 0.0312104 | Time: 1669.88 ms [2022-04-15 11:51:05 main:574] : INFO : Epoch 1913 | loss: 0.031212 | val_loss: 0.0312092 | Time: 1673.56 ms [2022-04-15 11:51:07 main:574] : INFO : Epoch 1914 | loss: 0.0312109 | val_loss: 0.0312084 | Time: 1676.81 ms [2022-04-15 11:51:09 main:574] : INFO : Epoch 1915 | loss: 0.0312072 | val_loss: 0.0312058 | Time: 1676.49 ms [2022-04-15 11:51:10 main:574] : INFO : Epoch 1916 | loss: 0.0312077 | val_loss: 0.0312024 | Time: 1676.08 ms [2022-04-15 11:51:12 main:574] : INFO : Epoch 1917 | loss: 0.0312075 | val_loss: 0.0312021 | Time: 1664.53 ms [2022-04-15 11:51:14 main:574] : INFO : Epoch 1918 | loss: 0.0312077 | val_loss: 0.0312056 | Time: 1685.86 ms [2022-04-15 11:51:15 main:574] : INFO : Epoch 1919 | loss: 0.0312055 | val_loss: 0.0312013 | Time: 1674.62 ms [2022-04-15 11:51:17 main:574] : INFO : Epoch 1920 | loss: 0.0312063 | val_loss: 0.0312068 | Time: 1668.91 ms [2022-04-15 11:51:19 main:574] : INFO : Epoch 1921 | loss: 0.0312054 | val_loss: 0.0312 | Time: 1661.25 ms [2022-04-15 11:51:20 main:574] : INFO : Epoch 1922 | loss: 0.0312036 | val_loss: 0.0311996 | Time: 1669.87 ms [2022-04-15 11:51:22 main:574] : INFO : Epoch 1923 | loss: 0.0312042 | val_loss: 0.0311988 | Time: 1678.62 ms [2022-04-15 11:51:24 main:574] : INFO : Epoch 1924 | loss: 0.0312018 | val_loss: 0.0311987 | Time: 1679.01 ms [2022-04-15 11:51:25 main:574] : INFO : Epoch 1925 | loss: 0.0312031 | val_loss: 0.0311975 | Time: 1666.74 ms [2022-04-15 11:51:27 main:574] : INFO : Epoch 1926 | loss: 0.0312017 | val_loss: 0.0311968 | Time: 1678.23 ms [2022-04-15 11:51:29 main:574] : INFO : Epoch 1927 | loss: 0.0312017 | val_loss: 0.0311992 | Time: 1668.03 ms [2022-04-15 11:51:31 main:574] : INFO : Epoch 1928 | loss: 0.0312012 | val_loss: 0.0311957 | Time: 1678.67 ms [2022-04-15 11:51:32 main:574] : INFO : Epoch 1929 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 1673.07 ms [2022-04-15 11:51:34 main:574] : INFO : Epoch 1930 | loss: 0.0311993 | val_loss: 0.0311977 | Time: 1667.11 ms [2022-04-15 11:51:36 main:574] : INFO : Epoch 1931 | loss: 0.0312009 | val_loss: 0.0312006 | Time: 1673.55 ms [2022-04-15 11:51:37 main:574] : INFO : Epoch 1932 | loss: 0.0311991 | val_loss: 0.0311921 | Time: 1683.9 ms [2022-04-15 11:51:39 main:574] : INFO : Epoch 1933 | loss: 0.0311956 | val_loss: 0.0311888 | Time: 1675.71 ms [2022-04-15 11:51:41 main:574] : INFO : Epoch 1934 | loss: 0.0311954 | val_loss: 0.0311899 | Time: 1685.98 ms [2022-04-15 11:51:42 main:574] : INFO : Epoch 1935 | loss: 0.031196 | val_loss: 0.0311907 | Time: 1668.42 ms [2022-04-15 11:51:44 main:574] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.0311872 | Time: 1725.61 ms [2022-04-15 11:51:46 main:574] : INFO : Epoch 1937 | loss: 0.031192 | val_loss: 0.031187 | Time: 1709.87 ms [2022-04-15 11:51:47 main:574] : INFO : Epoch 1938 | loss: 0.031192 | val_loss: 0.0311867 | Time: 1683.66 ms [2022-04-15 11:51:49 main:574] : INFO : Epoch 1939 | loss: 0.0311925 | val_loss: 0.031187 | Time: 1682.34 ms [2022-04-15 11:51:51 main:574] : INFO : Epoch 1940 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 1681.11 ms [2022-04-15 11:51:53 main:574] : INFO : Epoch 1941 | loss: 0.0311937 | val_loss: 0.0311873 | Time: 1676.52 ms [2022-04-15 11:51:54 main:574] : INFO : Epoch 1942 | loss: 0.0311947 | val_loss: 0.0311874 | Time: 1677.42 ms [2022-04-15 11:51:56 main:574] : INFO : Epoch 1943 | loss: 0.0311923 | val_loss: 0.0311865 | Time: 1678.55 ms [2022-04-15 11:51:58 main:574] : INFO : Epoch 1944 | loss: 0.0311918 | val_loss: 0.0311862 | Time: 1692.19 ms [2022-04-15 11:51:59 main:574] : INFO : Epoch 1945 | loss: 0.0311914 | val_loss: 0.0311859 | Time: 1684.05 ms [2022-04-15 11:52:01 main:574] : INFO : Epoch 1946 | loss: 0.0311917 | val_loss: 0.0311871 | Time: 1676.31 ms [2022-04-15 11:52:03 main:574] : INFO : Epoch 1947 | loss: 0.031191 | val_loss: 0.0311859 | Time: 1669.15 ms [2022-04-15 11:52:04 main:574] : INFO : Epoch 1948 | loss: 0.0311907 | val_loss: 0.0311859 | Time: 1683.75 ms [2022-04-15 11:52:06 main:574] : INFO : Epoch 1949 | loss: 0.0311905 | val_loss: 0.0311877 | Time: 1679.75 ms [2022-04-15 11:52:08 main:574] : INFO : Epoch 1950 | loss: 0.0311919 | val_loss: 0.031187 | Time: 1672.14 ms [2022-04-15 11:52:09 main:574] : INFO : Epoch 1951 | loss: 0.0311908 | val_loss: 0.0311855 | Time: 1680.14 ms [2022-04-15 11:52:11 main:574] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0311896 | Time: 1681.98 ms [2022-04-15 11:52:13 main:574] : INFO : Epoch 1953 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 1676.3 ms [2022-04-15 11:52:15 main:574] : INFO : Epoch 1954 | loss: 0.0311906 | val_loss: 0.0311892 | Time: 1685.35 ms [2022-04-15 11:52:16 main:574] : INFO : Epoch 1955 | loss: 0.0311914 | val_loss: 0.0311873 | Time: 1680.03 ms [2022-04-15 11:52:18 main:574] : INFO : Epoch 1956 | loss: 0.0311913 | val_loss: 0.0311886 | Time: 1674.72 ms [2022-04-15 11:52:20 main:574] : INFO : Epoch 1957 | loss: 0.0311914 | val_loss: 0.0311851 | Time: 1686.85 ms [2022-04-15 11:52:21 main:574] : INFO : Epoch 1958 | loss: 0.0311934 | val_loss: 0.0311862 | Time: 1670.38 ms [2022-04-15 11:52:23 main:574] : INFO : Epoch 1959 | loss: 0.0311945 | val_loss: 0.0311881 | Time: 1681.59 ms [2022-04-15 11:52:25 main:574] : INFO : Epoch 1960 | loss: 0.0311934 | val_loss: 0.0311881 | Time: 1676.28 ms [2022-04-15 11:52:26 main:574] : INFO : Epoch 1961 | loss: 0.031192 | val_loss: 0.0311852 | Time: 1685.3 ms [2022-04-15 11:52:28 main:574] : INFO : Epoch 1962 | loss: 0.0311922 | val_loss: 0.0311873 | Time: 1680.33 ms [2022-04-15 11:52:30 main:574] : INFO : Epoch 1963 | loss: 0.0311902 | val_loss: 0.0311857 | Time: 1674.67 ms [2022-04-15 11:52:31 main:574] : INFO : Epoch 1964 | loss: 0.0311907 | val_loss: 0.0311855 | Time: 1680.05 ms [2022-04-15 11:52:33 main:574] : INFO : Epoch 1965 | loss: 0.03119 | val_loss: 0.0311855 | Time: 1676.32 ms [2022-04-15 11:52:35 main:574] : INFO : Epoch 1966 | loss: 0.0311898 | val_loss: 0.0311852 | Time: 1681.88 ms [2022-04-15 11:52:36 main:574] : INFO : Epoch 1967 | loss: 0.0311912 | val_loss: 0.0311868 | Time: 1683.98 ms [2022-04-15 11:52:38 main:574] : INFO : Epoch 1968 | loss: 0.0311903 | val_loss: 0.0311848 | Time: 1678.8 ms [2022-04-15 11:52:40 main:574] : INFO : Epoch 1969 | loss: 0.0311893 | val_loss: 0.0311862 | Time: 1674.76 ms [2022-04-15 11:52:42 main:574] : INFO : Epoch 1970 | loss: 0.0311904 | val_loss: 0.0311854 | Time: 1678.4 ms [2022-04-15 11:52:43 main:574] : INFO : Epoch 1971 | loss: 0.0311895 | val_loss: 0.031186 | Time: 1697.49 ms [2022-04-15 11:52:45 main:574] : INFO : Epoch 1972 | loss: 0.0311889 | val_loss: 0.0311848 | Time: 1686.36 ms [2022-04-15 11:52:47 main:574] : INFO : Epoch 1973 | loss: 0.0311887 | val_loss: 0.0311853 | Time: 1668.91 ms [2022-04-15 11:52:48 main:574] : INFO : Epoch 1974 | loss: 0.0311906 | val_loss: 0.0311876 | Time: 1669.46 ms [2022-04-15 11:52:50 main:574] : INFO : Epoch 1975 | loss: 0.0311898 | val_loss: 0.0311855 | Time: 1719.76 ms [2022-04-15 11:52:52 main:574] : INFO : Epoch 1976 | loss: 0.0311888 | val_loss: 0.0311853 | Time: 1700.82 ms [2022-04-15 11:52:53 main:574] : INFO : Epoch 1977 | loss: 0.0311883 | val_loss: 0.0311903 | Time: 1711.98 ms [2022-04-15 11:52:55 main:574] : INFO : Epoch 1978 | loss: 0.0311898 | val_loss: 0.0311847 | Time: 1677.53 ms [2022-04-15 11:52:57 main:574] : INFO : Epoch 1979 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 1671.8 ms [2022-04-15 11:52:59 main:574] : INFO : Epoch 1980 | loss: 0.031189 | val_loss: 0.0311856 | Time: 1689.69 ms [2022-04-15 11:53:00 main:574] : INFO : Epoch 1981 | loss: 0.0311896 | val_loss: 0.0311853 | Time: 1668.61 ms [2022-04-15 11:53:02 main:574] : INFO : Epoch 1982 | loss: 0.0311889 | val_loss: 0.0311851 | Time: 1677.74 ms [2022-04-15 11:53:04 main:574] : INFO : Epoch 1983 | loss: 0.0311888 | val_loss: 0.0311848 | Time: 1658.21 ms [2022-04-15 11:53:05 main:574] : INFO : Epoch 1984 | loss: 0.0311885 | val_loss: 0.0311852 | Time: 1681.11 ms [2022-04-15 11:53:07 main:574] : INFO : Epoch 1985 | loss: 0.0311896 | val_loss: 0.0311847 | Time: 1675.94 ms [2022-04-15 11:53:09 main:574] : INFO : Epoch 1986 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 1679.47 ms [2022-04-15 11:53:10 main:574] : INFO : Epoch 1987 | loss: 0.0311923 | val_loss: 0.0311876 | Time: 1674.65 ms [2022-04-15 11:53:12 main:574] : INFO : Epoch 1988 | loss: 0.0311913 | val_loss: 0.0311919 | Time: 1690.21 ms [2022-04-15 11:53:14 main:574] : INFO : Epoch 1989 | loss: 0.0311909 | val_loss: 0.0311906 | Time: 1679.31 ms [2022-04-15 11:53:15 main:574] : INFO : Epoch 1990 | loss: 0.0311922 | val_loss: 0.031189 | Time: 1677.85 ms [2022-04-15 11:53:17 main:574] : INFO : Epoch 1991 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 1673.32 ms [2022-04-15 11:53:19 main:574] : INFO : Epoch 1992 | loss: 0.0311888 | val_loss: 0.0311874 | Time: 1674.85 ms [2022-04-15 11:53:20 main:574] : INFO : Epoch 1993 | loss: 0.0311886 | val_loss: 0.0311951 | Time: 1677.7 ms [2022-04-15 11:53:22 main:574] : INFO : Epoch 1994 | loss: 0.031191 | val_loss: 0.0311857 | Time: 1666.34 ms [2022-04-15 11:53:24 main:574] : INFO : Epoch 1995 | loss: 0.0311884 | val_loss: 0.0311855 | Time: 1682.12 ms [2022-04-15 11:53:26 main:574] : INFO : Epoch 1996 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 1679.47 ms [2022-04-15 11:53:27 main:574] : INFO : Epoch 1997 | loss: 0.0311883 | val_loss: 0.0311854 | Time: 1674.08 ms [2022-04-15 11:53:29 main:574] : INFO : Epoch 1998 | loss: 0.0311891 | val_loss: 0.031187 | Time: 1679.97 ms [2022-04-15 11:53:31 main:574] : INFO : Epoch 1999 | loss: 0.0311914 | val_loss: 0.0311892 | Time: 1682.36 ms [2022-04-15 11:53:32 main:574] : INFO : Epoch 2000 | loss: 0.0311902 | val_loss: 0.0311875 | Time: 1680.46 ms [2022-04-15 11:53:34 main:574] : INFO : Epoch 2001 | loss: 0.0311889 | val_loss: 0.0311846 | Time: 1675.55 ms [2022-04-15 11:53:36 main:574] : INFO : Epoch 2002 | loss: 0.0311888 | val_loss: 0.0311876 | Time: 1681.21 ms [2022-04-15 11:53:37 main:574] : INFO : Epoch 2003 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 1673.06 ms [2022-04-15 11:53:39 main:574] : INFO : Epoch 2004 | loss: 0.0311882 | val_loss: 0.0311847 | Time: 1687.7 ms [2022-04-15 11:53:41 main:574] : INFO : Epoch 2005 | loss: 0.0311871 | val_loss: 0.0311855 | Time: 1669.82 ms [2022-04-15 11:53:42 main:574] : INFO : Epoch 2006 | loss: 0.031188 | val_loss: 0.0311927 | Time: 1675.7 ms [2022-04-15 11:53:44 main:574] : INFO : Epoch 2007 | loss: 0.0311911 | val_loss: 0.0311861 | Time: 1688.39 ms [2022-04-15 11:53:46 main:574] : INFO : Epoch 2008 | loss: 0.0311878 | val_loss: 0.0311848 | Time: 1677.92 ms [2022-04-15 11:53:48 main:574] : INFO : Epoch 2009 | loss: 0.0311878 | val_loss: 0.0311858 | Time: 1680.02 ms [2022-04-15 11:53:49 main:574] : INFO : Epoch 2010 | loss: 0.0311876 | val_loss: 0.0311848 | Time: 1680.53 ms [2022-04-15 11:53:51 main:574] : INFO : Epoch 2011 | loss: 0.031188 | val_loss: 0.0311862 | Time: 1690.39 ms [2022-04-15 11:53:53 main:574] : INFO : Epoch 2012 | loss: 0.0311874 | val_loss: 0.0311849 | Time: 1682.28 ms [2022-04-15 11:53:54 main:574] : INFO : Epoch 2013 | loss: 0.0311873 | val_loss: 0.0311888 | Time: 1676.56 ms [2022-04-15 11:53:56 main:574] : INFO : Epoch 2014 | loss: 0.0311914 | val_loss: 0.0311857 | Time: 1721.12 ms [2022-04-15 11:53:58 main:574] : INFO : Epoch 2015 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 1709.43 ms [2022-04-15 11:53:59 main:574] : INFO : Epoch 2016 | loss: 0.0311897 | val_loss: 0.0311879 | Time: 1675.01 ms [2022-04-15 11:54:01 main:574] : INFO : Epoch 2017 | loss: 0.0311876 | val_loss: 0.0311857 | Time: 1695.17 ms [2022-04-15 11:54:03 main:574] : INFO : Epoch 2018 | loss: 0.0311868 | val_loss: 0.0311843 | Time: 1672.17 ms [2022-04-15 11:54:04 main:574] : INFO : Epoch 2019 | loss: 0.0311891 | val_loss: 0.031186 | Time: 1666.42 ms [2022-04-15 11:54:06 main:574] : INFO : Epoch 2020 | loss: 0.0311869 | val_loss: 0.0311847 | Time: 1682.17 ms [2022-04-15 11:54:08 main:574] : INFO : Epoch 2021 | loss: 0.0311879 | val_loss: 0.0311849 | Time: 1667.02 ms [2022-04-15 11:54:10 main:574] : INFO : Epoch 2022 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 1677.92 ms [2022-04-15 11:54:11 main:574] : INFO : Epoch 2023 | loss: 0.0311904 | val_loss: 0.0311884 | Time: 1674.86 ms [2022-04-15 11:54:13 main:574] : INFO : Epoch 2024 | loss: 0.0311883 | val_loss: 0.0311859 | Time: 1682.04 ms [2022-04-15 11:54:15 main:574] : INFO : Epoch 2025 | loss: 0.0311901 | val_loss: 0.031188 | Time: 1676.28 ms [2022-04-15 11:54:16 main:574] : INFO : Epoch 2026 | loss: 0.0311898 | val_loss: 0.0311867 | Time: 1674.93 ms [2022-04-15 11:54:18 main:574] : INFO : Epoch 2027 | loss: 0.0311879 | val_loss: 0.031184 | Time: 1671.05 ms [2022-04-15 11:54:20 main:574] : INFO : Epoch 2028 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 1677.29 ms [2022-04-15 11:54:21 main:574] : INFO : Epoch 2029 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 1677.5 ms [2022-04-15 11:54:23 main:574] : INFO : Epoch 2030 | loss: 0.0311867 | val_loss: 0.0311841 | Time: 1669.36 ms [2022-04-15 11:54:25 main:574] : INFO : Epoch 2031 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 1678.91 ms [2022-04-15 11:54:26 main:574] : INFO : Epoch 2032 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 1688.61 ms [2022-04-15 11:54:28 main:574] : INFO : Epoch 2033 | loss: 0.0311863 | val_loss: 0.0311845 | Time: 1674.43 ms [2022-04-15 11:54:30 main:574] : INFO : Epoch 2034 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 1676.87 ms [2022-04-15 11:54:31 main:574] : INFO : Epoch 2035 | loss: 0.0311887 | val_loss: 0.0311851 | Time: 1684.93 ms [2022-04-15 11:54:33 main:574] : INFO : Epoch 2036 | loss: 0.0311869 | val_loss: 0.0311844 | Time: 1663.13 ms [2022-04-15 11:54:35 main:574] : INFO : Epoch 2037 | loss: 0.0311897 | val_loss: 0.031188 | Time: 1681.53 ms [2022-04-15 11:54:37 main:574] : INFO : Epoch 2038 | loss: 0.0311868 | val_loss: 0.031184 | Time: 1667.84 ms [2022-04-15 11:54:38 main:574] : INFO : Epoch 2039 | loss: 0.0311858 | val_loss: 0.0311848 | Time: 1676.59 ms [2022-04-15 11:54:40 main:574] : INFO : Epoch 2040 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 1685.24 ms [2022-04-15 11:54:42 main:574] : INFO : Epoch 2041 | loss: 0.031188 | val_loss: 0.0311839 | Time: 1683 ms [2022-04-15 11:54:43 main:574] : INFO : Epoch 2042 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 1678.42 ms [2022-04-15 11:54:45 main:574] : INFO : Epoch 2043 | loss: 0.0311885 | val_loss: 0.0311843 | Time: 1676.82 ms [2022-04-15 11:54:47 main:574] : INFO : Epoch 2044 | loss: 0.031186 | val_loss: 0.0311846 | Time: 1678.53 ms [2022-04-15 11:54:48 main:574] : INFO : Epoch 2045 | loss: 0.0311877 | val_loss: 0.0311891 | Time: 1672.51 ms [2022-04-15 11:54:50 main:574] : INFO : Epoch 2046 | loss: 0.0311907 | val_loss: 0.0311858 | Time: 1658.25 ms [2022-04-15 11:54:52 main:574] : INFO : Epoch 2047 | loss: 0.0311876 | val_loss: 0.0311848 | Time: 1673.92 ms [2022-04-15 11:54:53 main:574] : INFO : Epoch 2048 | loss: 0.0311858 | val_loss: 0.031184 | Time: 1681.64 ms [2022-04-15 11:54:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031184 [2022-04-15 11:54:53 main:603] : INFO : Saving end state to config to file [2022-04-15 11:54:53 main:608] : INFO : Success, exiting.. 11:54:53 (6684): 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)