Task 14092927
| Name | ParityModified-1647048029-23016-2-0_0 |
| Workunit | 11161010 |
| Created | 30 Mar 2022, 14:02:21 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 5 Apr 2022, 6:20:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 36 min |
| CPU time | 1 hours 35 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :56:54 main:581] : INFO : Epoch 1538 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 1696.89 ms [2022-04-05 07:56:56 main:581] : INFO : Epoch 1539 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 1696.72 ms [2022-04-05 07:56:57 main:581] : INFO : Epoch 1540 | loss: 0.0311831 | val_loss: 0.0311862 | Time: 1694.99 ms [2022-04-05 07:56:59 main:581] : INFO : Epoch 1541 | loss: 0.0311831 | val_loss: 0.0311797 | Time: 1693.29 ms [2022-04-05 07:57:01 main:581] : INFO : Epoch 1542 | loss: 0.031176 | val_loss: 0.0311749 | Time: 1698.73 ms [2022-04-05 07:57:03 main:581] : INFO : Epoch 1543 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 1694.89 ms [2022-04-05 07:57:04 main:581] : INFO : Epoch 1544 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 1692.1 ms [2022-04-05 07:57:06 main:581] : INFO : Epoch 1545 | loss: 0.0311729 | val_loss: 0.0311717 | Time: 1695.32 ms [2022-04-05 07:57:08 main:581] : INFO : Epoch 1546 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 1692.65 ms [2022-04-05 07:57:09 main:581] : INFO : Epoch 1547 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 1695.05 ms [2022-04-05 07:57:11 main:581] : INFO : Epoch 1548 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1699.02 ms [2022-04-05 07:57:13 main:581] : INFO : Epoch 1549 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1696.77 ms [2022-04-05 07:57:14 main:581] : INFO : Epoch 1550 | loss: 0.0311711 | val_loss: 0.0311729 | Time: 1692.62 ms [2022-04-05 07:57:16 main:581] : INFO : Epoch 1551 | loss: 0.0311706 | val_loss: 0.031176 | Time: 1696.83 ms [2022-04-05 07:57:18 main:581] : INFO : Epoch 1552 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 1696.93 ms [2022-04-05 07:57:20 main:581] : INFO : Epoch 1553 | loss: 0.0311685 | val_loss: 0.0311736 | Time: 1691.35 ms [2022-04-05 07:57:21 main:581] : INFO : Epoch 1554 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 1695.54 ms [2022-04-05 07:57:23 main:581] : INFO : Epoch 1555 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 1696.34 ms [2022-04-05 07:57:25 main:581] : INFO : Epoch 1556 | loss: 0.0311696 | val_loss: 0.0311708 | Time: 1696.58 ms [2022-04-05 07:57:26 main:581] : INFO : Epoch 1557 | loss: 0.0311695 | val_loss: 0.0311695 | Time: 1696.55 ms [2022-04-05 07:57:28 main:581] : INFO : Epoch 1558 | loss: 0.0311695 | val_loss: 0.0311702 | Time: 1692.85 ms [2022-04-05 07:57:30 main:581] : INFO : Epoch 1559 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1694.51 ms [2022-04-05 07:57:31 main:581] : INFO : Epoch 1560 | loss: 0.0311677 | val_loss: 0.0311713 | Time: 1694.53 ms [2022-04-05 07:57:33 main:581] : INFO : Epoch 1561 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 1697.99 ms [2022-04-05 07:57:35 main:581] : INFO : Epoch 1562 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 1694.56 ms [2022-04-05 07:57:36 main:581] : INFO : Epoch 1563 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 1693.54 ms [2022-04-05 07:57:38 main:581] : INFO : Epoch 1564 | loss: 0.0311671 | val_loss: 0.03117 | Time: 1693.64 ms [2022-04-05 07:57:40 main:581] : INFO : Epoch 1565 | loss: 0.0311664 | val_loss: 0.031174 | Time: 1693.97 ms [2022-04-05 07:57:42 main:581] : INFO : Epoch 1566 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 1695.66 ms [2022-04-05 07:57:43 main:581] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.0311725 | Time: 1697.6 ms [2022-04-05 07:57:45 main:581] : INFO : Epoch 1568 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 1695.99 ms [2022-04-05 07:57:47 main:581] : INFO : Epoch 1569 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 1696.48 ms [2022-04-05 07:57:48 main:581] : INFO : Epoch 1570 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 1692.27 ms [2022-04-05 07:57:50 main:581] : INFO : Epoch 1571 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 1693.54 ms [2022-04-05 07:57:52 main:581] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1695.48 ms [2022-04-05 07:57:53 main:581] : INFO : Epoch 1573 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 1696.21 ms [2022-04-05 07:57:55 main:581] : INFO : Epoch 1574 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1693.82 ms [2022-04-05 07:57:57 main:581] : INFO : Epoch 1575 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1693.09 ms [2022-04-05 07:57:58 main:581] : INFO : Epoch 1576 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 1693.18 ms [2022-04-05 07:58:00 main:581] : INFO : Epoch 1577 | loss: 0.031164 | val_loss: 0.0311746 | Time: 1695.14 ms [2022-04-05 07:58:02 main:581] : INFO : Epoch 1578 | loss: 0.031163 | val_loss: 0.0311768 | Time: 1695.25 ms [2022-04-05 07:58:04 main:581] : INFO : Epoch 1579 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 1691.09 ms [2022-04-05 07:58:05 main:581] : INFO : Epoch 1580 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1696.46 ms [2022-04-05 07:58:07 main:581] : INFO : Epoch 1581 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 1695.67 ms [2022-04-05 07:58:09 main:581] : INFO : Epoch 1582 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1695.93 ms [2022-04-05 07:58:10 main:581] : INFO : Epoch 1583 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1699.75 ms [2022-04-05 07:58:12 main:581] : INFO : Epoch 1584 | loss: 0.031184 | val_loss: 0.0311819 | Time: 1695.32 ms [2022-04-05 07:58:14 main:581] : INFO : Epoch 1585 | loss: 0.031183 | val_loss: 0.0311769 | Time: 1694.63 ms [2022-04-05 07:58:15 main:581] : INFO : Epoch 1586 | loss: 0.0311811 | val_loss: 0.0311776 | Time: 1695.72 ms [2022-04-05 07:58:17 main:581] : INFO : Epoch 1587 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1691.56 ms [2022-04-05 07:58:19 main:581] : INFO : Epoch 1588 | loss: 0.0311818 | val_loss: 0.0311787 | Time: 1691.24 ms [2022-04-05 07:58:21 main:581] : INFO : Epoch 1589 | loss: 0.0311798 | val_loss: 0.0311762 | Time: 1692.74 ms [2022-04-05 07:58:22 main:581] : INFO : Epoch 1590 | loss: 0.0311789 | val_loss: 0.0311753 | Time: 1693.82 ms [2022-04-05 07:58:24 main:581] : INFO : Epoch 1591 | loss: 0.0311766 | val_loss: 0.0311774 | Time: 1696.49 ms [2022-04-05 07:58:26 main:581] : INFO : Epoch 1592 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 1693.13 ms [2022-04-05 07:58:27 main:581] : INFO : Epoch 1593 | loss: 0.031176 | val_loss: 0.0311845 | Time: 1697.04 ms [2022-04-05 07:58:29 main:581] : INFO : Epoch 1594 | loss: 0.031179 | val_loss: 0.0311794 | Time: 1696.31 ms [2022-04-05 07:58:31 main:581] : INFO : Epoch 1595 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 1694.47 ms [2022-04-05 07:58:32 main:581] : INFO : Epoch 1596 | loss: 0.031178 | val_loss: 0.0311757 | Time: 1697.08 ms [2022-04-05 07:58:34 main:581] : INFO : Epoch 1597 | loss: 0.0311758 | val_loss: 0.0311739 | Time: 1697.72 ms [2022-04-05 07:58:36 main:581] : INFO : Epoch 1598 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 1698.38 ms [2022-04-05 07:58:37 main:581] : INFO : Epoch 1599 | loss: 0.0311743 | val_loss: 0.031173 | Time: 1696.44 ms [2022-04-05 07:58:39 main:581] : INFO : Epoch 1600 | loss: 0.0311736 | val_loss: 0.0311736 | Time: 1695.76 ms [2022-04-05 07:58:41 main:581] : INFO : Epoch 1601 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 1695.81 ms [2022-04-05 07:58:43 main:581] : INFO : Epoch 1602 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 1696.4 ms [2022-04-05 07:58:44 main:581] : INFO : Epoch 1603 | loss: 0.0311763 | val_loss: 0.031174 | Time: 1697.41 ms [2022-04-05 07:58:46 main:581] : INFO : Epoch 1604 | loss: 0.031174 | val_loss: 0.0311733 | Time: 1695.39 ms [2022-04-05 07:58:48 main:581] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1694.9 ms [2022-04-05 07:58:49 main:581] : INFO : Epoch 1606 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 1693.88 ms [2022-04-05 07:58:51 main:581] : INFO : Epoch 1607 | loss: 0.0311725 | val_loss: 0.0311741 | Time: 1695.78 ms [2022-04-05 07:58:53 main:581] : INFO : Epoch 1608 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 1695.18 ms [2022-04-05 07:58:54 main:581] : INFO : Epoch 1609 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 1693.16 ms [2022-04-05 07:58:56 main:581] : INFO : Epoch 1610 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 1697.78 ms [2022-04-05 07:58:58 main:581] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 1696.74 ms [2022-04-05 07:59:00 main:581] : INFO : Epoch 1612 | loss: 0.0311711 | val_loss: 0.0311737 | Time: 1699.24 ms [2022-04-05 07:59:01 main:581] : INFO : Epoch 1613 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 1697 ms [2022-04-05 07:59:03 main:581] : INFO : Epoch 1614 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 1695.95 ms [2022-04-05 07:59:05 main:581] : INFO : Epoch 1615 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1696.69 ms [2022-04-05 07:59:06 main:581] : INFO : Epoch 1616 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1696.52 ms [2022-04-05 07:59:08 main:581] : INFO : Epoch 1617 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 1695.45 ms [2022-04-05 07:59:10 main:581] : INFO : Epoch 1618 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 1697.55 ms [2022-04-05 07:59:11 main:581] : INFO : Epoch 1619 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1698.4 ms [2022-04-05 07:59:13 main:581] : INFO : Epoch 1620 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 1699.46 ms [2022-04-05 07:59:15 main:581] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1699.27 ms [2022-04-05 07:59:17 main:581] : INFO : Epoch 1622 | loss: 0.0311734 | val_loss: 0.0311892 | Time: 1696.84 ms [2022-04-05 07:59:18 main:581] : INFO : Epoch 1623 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 1698.66 ms [2022-04-05 07:59:20 main:581] : INFO : Epoch 1624 | loss: 0.0311695 | val_loss: 0.031179 | Time: 1699.56 ms [2022-04-05 07:59:22 main:581] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 1696.64 ms [2022-04-05 07:59:23 main:581] : INFO : Epoch 1626 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1699.01 ms [2022-04-05 07:59:25 main:581] : INFO : Epoch 1627 | loss: 0.031169 | val_loss: 0.0311736 | Time: 1696.6 ms [2022-04-05 07:59:27 main:581] : INFO : Epoch 1628 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 1695.07 ms [2022-04-05 07:59:28 main:581] : INFO : Epoch 1629 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 1717.49 ms [2022-04-05 07:59:31 main:581] : INFO : Epoch 1630 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 2957.7 ms [2022-04-05 07:59:34 main:581] : INFO : Epoch 1631 | loss: 0.031171 | val_loss: 0.0311766 | Time: 3010.05 ms [2022-04-05 07:59:37 main:581] : INFO : Epoch 1632 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 3019.91 ms [2022-04-05 07:59:40 main:581] : INFO : Epoch 1633 | loss: 0.031169 | val_loss: 0.0311756 | Time: 3008.36 ms [2022-04-05 07:59:43 main:581] : INFO : Epoch 1634 | loss: 0.031169 | val_loss: 0.0311747 | Time: 3012.36 ms [2022-04-05 07:59:47 main:581] : INFO : Epoch 1635 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 3319 ms [2022-04-05 07:59:50 main:581] : INFO : Epoch 1636 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 3391.19 ms [2022-04-05 07:59:54 main:581] : INFO : Epoch 1637 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 3404.84 ms [2022-04-05 07:59:57 main:581] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 3397.35 ms [2022-04-05 08:00:00 main:581] : INFO : Epoch 1639 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 3378.11 ms [2022-04-05 08:00:04 main:581] : INFO : Epoch 1640 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 3391.78 ms [2022-04-05 08:00:07 main:581] : INFO : Epoch 1641 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 3316.88 ms [2022-04-05 08:00:10 main:581] : INFO : Epoch 1642 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 3313.61 ms [2022-04-05 08:00:14 main:581] : INFO : Epoch 1643 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 3327.76 ms [2022-04-05 08:00:17 main:581] : INFO : Epoch 1644 | loss: 0.031168 | val_loss: 0.0311738 | Time: 3323.27 ms [2022-04-05 08:00:20 main:581] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 3335.95 ms [2022-04-05 08:00:24 main:581] : INFO : Epoch 1646 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 3353.41 ms [2022-04-05 08:00:27 main:581] : INFO : Epoch 1647 | loss: 0.0311681 | val_loss: 0.031172 | Time: 3415.52 ms [2022-04-05 08:00:30 main:581] : INFO : Epoch 1648 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 3344.75 ms [2022-04-05 08:00:34 main:581] : INFO : Epoch 1649 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 3344.3 ms [2022-04-05 08:00:37 main:581] : INFO : Epoch 1650 | loss: 0.0311667 | val_loss: 0.0311726 | Time: 3398.16 ms [2022-04-05 08:00:41 main:581] : INFO : Epoch 1651 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 3334.63 ms [2022-04-05 08:00:44 main:581] : INFO : Epoch 1652 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 3290.9 ms [2022-04-05 08:00:47 main:581] : INFO : Epoch 1653 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 3386.14 ms [2022-04-05 08:00:51 main:581] : INFO : Epoch 1654 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 3321.24 ms [2022-04-05 08:00:54 main:581] : INFO : Epoch 1655 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 3380.68 ms [2022-04-05 08:00:57 main:581] : INFO : Epoch 1656 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 3386.82 ms [2022-04-05 08:01:01 main:581] : INFO : Epoch 1657 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 3380.7 ms [2022-04-05 08:01:04 main:581] : INFO : Epoch 1658 | loss: 0.031167 | val_loss: 0.031172 | Time: 3346.6 ms [2022-04-05 08:01:07 main:581] : INFO : Epoch 1659 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 3330.53 ms [2022-04-05 08:01:11 main:581] : INFO : Epoch 1660 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 3401.25 ms [2022-04-05 08:01:14 main:581] : INFO : Epoch 1661 | loss: 0.0311648 | val_loss: 0.031175 | Time: 3361.7 ms [2022-04-05 08:01:18 main:581] : INFO : Epoch 1662 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 3371 ms [2022-04-05 08:01:21 main:581] : INFO : Epoch 1663 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 3429.18 ms [2022-04-05 08:01:24 main:581] : INFO : Epoch 1664 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 3362.05 ms [2022-04-05 08:01:28 main:581] : INFO : Epoch 1665 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 3336.75 ms [2022-04-05 08:01:31 main:581] : INFO : Epoch 1666 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 3386.53 ms [2022-04-05 08:01:34 main:581] : INFO : Epoch 1667 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 3359.57 ms [2022-04-05 08:01:38 main:581] : INFO : Epoch 1668 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 3401.08 ms [2022-04-05 08:01:41 main:581] : INFO : Epoch 1669 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 3376.92 ms [2022-04-05 08:01:44 main:581] : INFO : Epoch 1670 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 3323.21 ms [2022-04-05 08:01:48 main:581] : INFO : Epoch 1671 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 3355.98 ms [2022-04-05 08:01:51 main:581] : INFO : Epoch 1672 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 3292.5 ms [2022-04-05 08:01:54 main:581] : INFO : Epoch 1673 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 3364.68 ms [2022-04-05 08:01:58 main:581] : INFO : Epoch 1674 | loss: 0.0311665 | val_loss: 0.031175 | Time: 3351.2 ms [2022-04-05 08:02:01 main:581] : INFO : Epoch 1675 | loss: 0.0311649 | val_loss: 0.031175 | Time: 3342.75 ms [2022-04-05 08:02:05 main:581] : INFO : Epoch 1676 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 3371.91 ms [2022-04-05 08:02:08 main:581] : INFO : Epoch 1677 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 3381.85 ms [2022-04-05 08:02:11 main:581] : INFO : Epoch 1678 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 3418.36 ms [2022-04-05 08:02:15 main:581] : INFO : Epoch 1679 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 3359.34 ms [2022-04-05 08:02:18 main:581] : INFO : Epoch 1680 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 3338.88 ms [2022-04-05 08:02:21 main:581] : INFO : Epoch 1681 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 3195.24 ms [2022-04-05 08:02:25 main:581] : INFO : Epoch 1682 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 3285.21 ms [2022-04-05 08:02:28 main:581] : INFO : Epoch 1683 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 3417.69 ms [2022-04-05 08:02:31 main:581] : INFO : Epoch 1684 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 3372.84 ms [2022-04-05 08:02:35 main:581] : INFO : Epoch 1685 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 3332.14 ms [2022-04-05 08:02:38 main:581] : INFO : Epoch 1686 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 3396.45 ms [2022-04-05 08:02:41 main:581] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 3402.37 ms [2022-04-05 08:02:45 main:581] : INFO : Epoch 1688 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 3312.88 ms [2022-04-05 08:02:48 main:581] : INFO : Epoch 1689 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 3378.39 ms [2022-04-05 08:02:52 main:581] : INFO : Epoch 1690 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 3396.89 ms [2022-04-05 08:02:55 main:581] : INFO : Epoch 1691 | loss: 0.03117 | val_loss: 0.0311731 | Time: 3345.4 ms [2022-04-05 08:02:58 main:581] : INFO : Epoch 1692 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 3403.07 ms [2022-04-05 08:03:02 main:581] : INFO : Epoch 1693 | loss: 0.031171 | val_loss: 0.0311728 | Time: 3367.78 ms [2022-04-05 08:03:05 main:581] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 3367.5 ms [2022-04-05 08:03:08 main:581] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 3438.74 ms [2022-04-05 08:03:12 main:581] : INFO : Epoch 1696 | loss: 0.0311724 | val_loss: 0.0311736 | Time: 3380.22 ms [2022-04-05 08:03:15 main:581] : INFO : Epoch 1697 | loss: 0.0311824 | val_loss: 0.0315036 | Time: 3396.45 ms [2022-04-05 08:03:19 main:581] : INFO : Epoch 1698 | loss: 0.0481621 | val_loss: 0.0323092 | Time: 3337.8 ms [2022-04-05 08:03:22 main:581] : INFO : Epoch 1699 | loss: 0.0347824 | val_loss: 0.0317991 | Time: 3329.33 ms [2022-04-05 08:03:25 main:581] : INFO : Epoch 1700 | loss: 0.0319552 | val_loss: 0.0314365 | Time: 3363.33 ms [2022-04-05 08:03:29 main:581] : INFO : Epoch 1701 | loss: 0.031344 | val_loss: 0.0312598 | Time: 3360.07 ms [2022-04-05 08:03:32 main:581] : INFO : Epoch 1702 | loss: 0.0312296 | val_loss: 0.0312116 | Time: 3405.85 ms [2022-04-05 08:03:35 main:581] : INFO : Epoch 1703 | loss: 0.0312085 | val_loss: 0.0311997 | Time: 3085.36 ms [2022-04-05 08:03:38 main:581] : INFO : Epoch 1704 | loss: 0.0312015 | val_loss: 0.0311965 | Time: 3062.53 ms [2022-04-05 08:03:41 main:581] : INFO : Epoch 1705 | loss: 0.0311993 | val_loss: 0.031195 | Time: 3160.74 ms [2022-04-05 08:03:44 main:581] : INFO : Epoch 1706 | loss: 0.0311986 | val_loss: 0.0311943 | Time: 3109.8 ms [2022-04-05 08:03:48 main:581] : INFO : Epoch 1707 | loss: 0.0311975 | val_loss: 0.0311937 | Time: 3210.36 ms [2022-04-05 08:03:51 main:581] : INFO : Epoch 1708 | loss: 0.0311962 | val_loss: 0.0311929 | Time: 2821.34 ms [2022-04-05 08:03:53 main:581] : INFO : Epoch 1709 | loss: 0.0311951 | val_loss: 0.0311921 | Time: 2754.48 ms [2022-04-05 08:03:56 main:581] : INFO : Epoch 1710 | loss: 0.0311946 | val_loss: 0.0311924 | Time: 2802.57 ms [2022-04-05 08:03:59 main:581] : INFO : Epoch 1711 | loss: 0.031194 | val_loss: 0.0311923 | Time: 3031.03 ms [2022-04-05 08:04:02 main:581] : INFO : Epoch 1712 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 2888.03 ms [2022-04-05 08:04:05 main:581] : INFO : Epoch 1713 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2753.99 ms [2022-04-05 08:04:08 main:581] : INFO : Epoch 1714 | loss: 0.0311938 | val_loss: 0.0311903 | Time: 2829.76 ms [2022-04-05 08:04:10 main:581] : INFO : Epoch 1715 | loss: 0.0311934 | val_loss: 0.0311905 | Time: 2562.58 ms [2022-04-05 08:04:13 main:581] : INFO : Epoch 1716 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 2605.1 ms [2022-04-05 08:04:15 main:581] : INFO : Epoch 1717 | loss: 0.0311935 | val_loss: 0.0311908 | Time: 2605.61 ms [2022-04-05 08:04:18 main:581] : INFO : Epoch 1718 | loss: 0.0311927 | val_loss: 0.0311907 | Time: 2663.59 ms [2022-04-05 08:04:21 main:581] : INFO : Epoch 1719 | loss: 0.0311914 | val_loss: 0.0311907 | Time: 2591.94 ms [2022-04-05 08:04:23 main:581] : INFO : Epoch 1720 | loss: 0.0311915 | val_loss: 0.0311888 | Time: 2686.75 ms [2022-04-05 08:04:26 main:581] : INFO : Epoch 1721 | loss: 0.0311915 | val_loss: 0.031188 | Time: 2804.54 ms [2022-04-05 08:04:29 main:581] : INFO : Epoch 1722 | loss: 0.0311924 | val_loss: 0.03119 | Time: 2751.04 ms [2022-04-05 08:04:32 main:581] : INFO : Epoch 1723 | loss: 0.0311921 | val_loss: 0.0311885 | Time: 2703 ms [2022-04-05 08:04:34 main:581] : INFO : Epoch 1724 | loss: 0.0311912 | val_loss: 0.0311885 | Time: 2114.03 ms [2022-04-05 08:04:36 main:581] : INFO : Epoch 1725 | loss: 0.0311901 | val_loss: 0.0311876 | Time: 2044.98 ms [2022-04-05 08:04:38 main:581] : INFO : Epoch 1726 | loss: 0.0311905 | val_loss: 0.0311874 | Time: 2041.51 ms [2022-04-05 08:04:40 main:581] : INFO : Epoch 1727 | loss: 0.0311897 | val_loss: 0.0311885 | Time: 2034.87 ms [2022-04-05 08:04:42 main:581] : INFO : Epoch 1728 | loss: 0.0311889 | val_loss: 0.0311883 | Time: 2035.17 ms [2022-04-05 08:04:44 main:581] : INFO : Epoch 1729 | loss: 0.0311879 | val_loss: 0.0311865 | Time: 2032.29 ms [2022-04-05 08:04:46 main:581] : INFO : Epoch 1730 | loss: 0.0311867 | val_loss: 0.031187 | Time: 2032.39 ms [2022-04-05 08:04:48 main:581] : INFO : Epoch 1731 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 2034.9 ms [2022-04-05 08:04:50 main:581] : INFO : Epoch 1732 | loss: 0.0311882 | val_loss: 0.0311868 | Time: 2028.78 ms [2022-04-05 08:04:52 main:581] : INFO : Epoch 1733 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 2027.97 ms [2022-04-05 08:04:54 main:581] : INFO : Epoch 1734 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 2028.02 ms [2022-04-05 08:04:56 main:581] : INFO : Epoch 1735 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 2026.54 ms [2022-04-05 08:04:58 main:581] : INFO : Epoch 1736 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 2024.31 ms [2022-04-05 08:05:00 main:581] : INFO : Epoch 1737 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 2018.73 ms [2022-04-05 08:05:02 main:581] : INFO : Epoch 1738 | loss: 0.0311857 | val_loss: 0.0311857 | Time: 2003.21 ms [2022-04-05 08:05:04 main:581] : INFO : Epoch 1739 | loss: 0.0311855 | val_loss: 0.031186 | Time: 1933.26 ms [2022-04-05 08:05:06 main:581] : INFO : Epoch 1740 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 1880.94 ms [2022-04-05 08:05:08 main:581] : INFO : Epoch 1741 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 1733.52 ms [2022-04-05 08:05:09 main:581] : INFO : Epoch 1742 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 1736.45 ms [2022-04-05 08:05:11 main:581] : INFO : Epoch 1743 | loss: 0.0311843 | val_loss: 0.0311872 | Time: 1741.6 ms [2022-04-05 08:05:13 main:581] : INFO : Epoch 1744 | loss: 0.0311847 | val_loss: 0.0311858 | Time: 1737.6 ms [2022-04-05 08:05:15 main:581] : INFO : Epoch 1745 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 1734.95 ms [2022-04-05 08:05:16 main:581] : INFO : Epoch 1746 | loss: 0.0311855 | val_loss: 0.0311855 | Time: 1736.04 ms [2022-04-05 08:05:18 main:581] : INFO : Epoch 1747 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 1735.46 ms [2022-04-05 08:05:20 main:581] : INFO : Epoch 1748 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 1975.13 ms [2022-04-05 08:05:23 main:581] : INFO : Epoch 1749 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 3005.65 ms [2022-04-05 08:05:26 main:581] : INFO : Epoch 1750 | loss: 0.0311841 | val_loss: 0.031186 | Time: 3013.83 ms [2022-04-05 08:05:29 main:581] : INFO : Epoch 1751 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 3010.18 ms [2022-04-05 08:05:32 main:581] : INFO : Epoch 1752 | loss: 0.0311835 | val_loss: 0.031185 | Time: 3014.02 ms [2022-04-05 08:05:35 main:581] : INFO : Epoch 1753 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 3047.47 ms [2022-04-05 08:05:38 main:581] : INFO : Epoch 1754 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 3348.01 ms [2022-04-05 08:05:42 main:581] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 3318.93 ms [2022-04-05 08:05:45 main:581] : INFO : Epoch 1756 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 3353.29 ms [2022-04-05 08:05:48 main:581] : INFO : Epoch 1757 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 3327.75 ms [2022-04-05 08:05:52 main:581] : INFO : Epoch 1758 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 3299.11 ms [2022-04-05 08:05:55 main:581] : INFO : Epoch 1759 | loss: 0.0311834 | val_loss: 0.0311836 | Time: 3365.46 ms [2022-04-05 08:05:58 main:581] : INFO : Epoch 1760 | loss: 0.0311837 | val_loss: 0.0311836 | Time: 3324.87 ms [2022-04-05 08:06:02 main:581] : INFO : Epoch 1761 | loss: 0.0311835 | val_loss: 0.0311837 | Time: 3402.89 ms [2022-04-05 08:06:05 main:581] : INFO : Epoch 1762 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 3381.05 ms [2022-04-05 08:06:09 main:581] : INFO : Epoch 1763 | loss: 0.0311841 | val_loss: 0.0311831 | Time: 3328.34 ms [2022-04-05 08:06:12 main:581] : INFO : Epoch 1764 | loss: 0.0311846 | val_loss: 0.0311839 | Time: 3399.37 ms [2022-04-05 08:06:15 main:581] : INFO : Epoch 1765 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 3322.98 ms [2022-04-05 08:06:19 main:581] : INFO : Epoch 1766 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 3337.49 ms [2022-04-05 08:06:22 main:581] : INFO : Epoch 1767 | loss: 0.031184 | val_loss: 0.0311841 | Time: 3390.32 ms [2022-04-05 08:06:25 main:581] : INFO : Epoch 1768 | loss: 0.0311834 | val_loss: 0.0311849 | Time: 3356.45 ms [2022-04-05 08:06:29 main:581] : INFO : Epoch 1769 | loss: 0.031183 | val_loss: 0.0311829 | Time: 3318.7 ms [2022-04-05 08:06:32 main:581] : INFO : Epoch 1770 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 3303.71 ms [2022-04-05 08:06:35 main:581] : INFO : Epoch 1771 | loss: 0.0311824 | val_loss: 0.031183 | Time: 3324.5 ms [2022-04-05 08:06:39 main:581] : INFO : Epoch 1772 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 3393.13 ms [2022-04-05 08:06:42 main:581] : INFO : Epoch 1773 | loss: 0.0311856 | val_loss: 0.0311837 | Time: 3371.28 ms [2022-04-05 08:06:46 main:581] : INFO : Epoch 1774 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 3376.69 ms [2022-04-05 08:06:49 main:581] : INFO : Epoch 1775 | loss: 0.0311833 | val_loss: 0.0311831 | Time: 3389.32 ms [2022-04-05 08:06:52 main:581] : INFO : Epoch 1776 | loss: 0.0311837 | val_loss: 0.0311818 | Time: 3377.14 ms [2022-04-05 08:06:56 main:581] : INFO : Epoch 1777 | loss: 0.0311827 | val_loss: 0.0311814 | Time: 3413.21 ms [2022-04-05 08:06:59 main:581] : INFO : Epoch 1778 | loss: 0.0311833 | val_loss: 0.0311822 | Time: 3411.86 ms [2022-04-05 08:07:02 main:581] : INFO : Epoch 1779 | loss: 0.031182 | val_loss: 0.031182 | Time: 3371.57 ms [2022-04-05 08:07:06 main:581] : INFO : Epoch 1780 | loss: 0.031183 | val_loss: 0.0311825 | Time: 3370.88 ms [2022-04-05 08:07:09 main:581] : INFO : Epoch 1781 | loss: 0.0311819 | val_loss: 0.0311811 | Time: 3379.06 ms [2022-04-05 08:07:13 main:581] : INFO : Epoch 1782 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 3341.75 ms [2022-04-05 08:07:16 main:581] : INFO : Epoch 1783 | loss: 0.031182 | val_loss: 0.0311813 | Time: 3403.14 ms [2022-04-05 08:07:19 main:581] : INFO : Epoch 1784 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 3376.47 ms [2022-04-05 08:07:23 main:581] : INFO : Epoch 1785 | loss: 0.031181 | val_loss: 0.0311807 | Time: 3379.26 ms [2022-04-05 08:07:26 main:581] : INFO : Epoch 1786 | loss: 0.03118 | val_loss: 0.0311811 | Time: 3352.38 ms [2022-04-05 08:07:29 main:581] : INFO : Epoch 1787 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 3403.53 ms [2022-04-05 08:07:33 main:581] : INFO : Epoch 1788 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 3370.52 ms [2022-04-05 08:07:36 main:581] : INFO : Epoch 1789 | loss: 0.0311799 | val_loss: 0.031181 | Time: 3391.24 ms [2022-04-05 08:07:40 main:581] : INFO : Epoch 1790 | loss: 0.0311805 | val_loss: 0.031184 | Time: 3419.92 ms [2022-04-05 08:07:43 main:581] : INFO : Epoch 1791 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 3406.36 ms [2022-04-05 08:07:46 main:581] : INFO : Epoch 1792 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 3378.84 ms [2022-04-05 08:07:50 main:581] : INFO : Epoch 1793 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 3332.32 ms [2022-04-05 08:07:53 main:581] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 3336.66 ms [2022-04-05 08:07:57 main:581] : INFO : Epoch 1795 | loss: 0.0311804 | val_loss: 0.0311796 | Time: 3383.73 ms [2022-04-05 08:08:00 main:581] : INFO : Epoch 1796 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 3370.4 ms [2022-04-05 08:08:03 main:581] : INFO : Epoch 1797 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 3349.66 ms [2022-04-05 08:08:07 main:581] : INFO : Epoch 1798 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 3397.31 ms [2022-04-05 08:08:10 main:581] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 3374.84 ms [2022-04-05 08:08:13 main:581] : INFO : Epoch 1800 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 3404.39 ms [2022-04-05 08:08:17 main:581] : INFO : Epoch 1801 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 3393.62 ms [2022-04-05 08:08:20 main:581] : INFO : Epoch 1802 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 3370.25 ms [2022-04-05 08:08:24 main:581] : INFO : Epoch 1803 | loss: 0.0311785 | val_loss: 0.031182 | Time: 3355.84 ms [2022-04-05 08:08:27 main:581] : INFO : Epoch 1804 | loss: 0.03118 | val_loss: 0.0311809 | Time: 3366.69 ms [2022-04-05 08:08:30 main:581] : INFO : Epoch 1805 | loss: 0.0311778 | val_loss: 0.0311793 | Time: 3385.93 ms [2022-04-05 08:08:34 main:581] : INFO : Epoch 1806 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 3325.22 ms [2022-04-05 08:08:37 main:581] : INFO : Epoch 1807 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 3352.88 ms [2022-04-05 08:08:40 main:581] : INFO : Epoch 1808 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 3348.83 ms [2022-04-05 08:08:44 main:581] : INFO : Epoch 1809 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 3322.88 ms [2022-04-05 08:08:47 main:581] : INFO : Epoch 1810 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 3369.97 ms [2022-04-05 08:08:50 main:581] : INFO : Epoch 1811 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 3385.6 ms [2022-04-05 08:08:54 main:581] : INFO : Epoch 1812 | loss: 0.031179 | val_loss: 0.0311784 | Time: 3410.71 ms [2022-04-05 08:08:57 main:581] : INFO : Epoch 1813 | loss: 0.0311777 | val_loss: 0.03118 | Time: 3397.77 ms [2022-04-05 08:09:01 main:581] : INFO : Epoch 1814 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 3337 ms [2022-04-05 08:09:04 main:581] : INFO : Epoch 1815 | loss: 0.0311803 | val_loss: 0.0311788 | Time: 3392.6 ms [2022-04-05 08:09:07 main:581] : INFO : Epoch 1816 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 3281.73 ms [2022-04-05 08:09:11 main:581] : INFO : Epoch 1817 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 3316.46 ms [2022-04-05 08:09:14 main:581] : INFO : Epoch 1818 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 3360.66 ms [2022-04-05 08:09:17 main:581] : INFO : Epoch 1819 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 3356.57 ms [2022-04-05 08:09:21 main:581] : INFO : Epoch 1820 | loss: 0.0311768 | val_loss: 0.031179 | Time: 3396.08 ms [2022-04-05 08:09:24 main:581] : INFO : Epoch 1821 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 3173.09 ms [2022-04-05 08:09:27 main:581] : INFO : Epoch 1822 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 2895.58 ms [2022-04-05 08:09:30 main:581] : INFO : Epoch 1823 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 2922.19 ms [2022-04-05 08:09:33 main:581] : INFO : Epoch 1824 | loss: 0.031176 | val_loss: 0.0311777 | Time: 3011.8 ms [2022-04-05 08:09:36 main:581] : INFO : Epoch 1825 | loss: 0.031177 | val_loss: 0.0311794 | Time: 2996.47 ms [2022-04-05 08:09:39 main:581] : INFO : Epoch 1826 | loss: 0.0311771 | val_loss: 0.031182 | Time: 2944.9 ms [2022-04-05 08:09:42 main:581] : INFO : Epoch 1827 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 3102.82 ms [2022-04-05 08:09:45 main:581] : INFO : Epoch 1828 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 3030.19 ms [2022-04-05 08:09:48 main:581] : INFO : Epoch 1829 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 2832.56 ms [2022-04-05 08:09:50 main:581] : INFO : Epoch 1830 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 2795.81 ms [2022-04-05 08:09:53 main:581] : INFO : Epoch 1831 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 2776.84 ms [2022-04-05 08:09:56 main:581] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 2748.04 ms [2022-04-05 08:09:59 main:581] : INFO : Epoch 1833 | loss: 0.0311809 | val_loss: 0.0311872 | Time: 2616.08 ms [2022-04-05 08:10:01 main:581] : INFO : Epoch 1834 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 2746.84 ms [2022-04-05 08:10:04 main:581] : INFO : Epoch 1835 | loss: 0.0311773 | val_loss: 0.0311765 | Time: 2385.88 ms [2022-04-05 08:10:06 main:581] : INFO : Epoch 1836 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 2619.61 ms [2022-04-05 08:10:09 main:581] : INFO : Epoch 1837 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 2508.99 ms [2022-04-05 08:10:11 main:581] : INFO : Epoch 1838 | loss: 0.0311788 | val_loss: 0.0311759 | Time: 2515.92 ms [2022-04-05 08:10:14 main:581] : INFO : Epoch 1839 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 2576.61 ms [2022-04-05 08:10:16 main:581] : INFO : Epoch 1840 | loss: 0.031177 | val_loss: 0.0311761 | Time: 2303.26 ms [2022-04-05 08:10:19 main:581] : INFO : Epoch 1841 | loss: 0.0311766 | val_loss: 0.0311757 | Time: 2725.58 ms [2022-04-05 08:10:21 main:581] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 2354.49 ms [2022-04-05 08:10:24 main:581] : INFO : Epoch 1843 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 2854.95 ms [2022-04-05 08:10:26 main:581] : INFO : Epoch 1844 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 2073.51 ms [2022-04-05 08:10:28 main:581] : INFO : Epoch 1845 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 2047.05 ms [2022-04-05 08:10:30 main:581] : INFO : Epoch 1846 | loss: 0.031176 | val_loss: 0.0311764 | Time: 2056.26 ms [2022-04-05 08:10:32 main:581] : INFO : Epoch 1847 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 2043.71 ms [2022-04-05 08:10:34 main:581] : INFO : Epoch 1848 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 2038.74 ms [2022-04-05 08:10:36 main:581] : INFO : Epoch 1849 | loss: 0.0311768 | val_loss: 0.0311773 | Time: 2032.47 ms [2022-04-05 08:10:38 main:581] : INFO : Epoch 1850 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 2030.02 ms [2022-04-05 08:10:40 main:581] : INFO : Epoch 1851 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 2027.79 ms [2022-04-05 08:10:42 main:581] : INFO : Epoch 1852 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 2030.32 ms [2022-04-05 08:10:45 main:581] : INFO : Epoch 1853 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 2027.49 ms [2022-04-05 08:10:47 main:581] : INFO : Epoch 1854 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 2018.55 ms [2022-04-05 08:10:49 main:581] : INFO : Epoch 1855 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2020.47 ms [2022-04-05 08:10:51 main:581] : INFO : Epoch 1856 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 2023.17 ms [2022-04-05 08:10:53 main:581] : INFO : Epoch 1857 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 2021.41 ms [2022-04-05 08:10:55 main:581] : INFO : Epoch 1858 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 2010.14 ms [2022-04-05 08:10:57 main:581] : INFO : Epoch 1859 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 2012.65 ms [2022-04-05 08:10:59 main:581] : INFO : Epoch 1860 | loss: 0.0311765 | val_loss: 0.0311764 | Time: 1983.99 ms [2022-04-05 08:11:01 main:581] : INFO : Epoch 1861 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 1895.28 ms [2022-04-05 08:11:02 main:581] : INFO : Epoch 1862 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 1853.72 ms [2022-04-05 08:11:04 main:581] : INFO : Epoch 1863 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 1849.71 ms [2022-04-05 08:11:06 main:581] : INFO : Epoch 1864 | loss: 0.0311807 | val_loss: 0.0311779 | Time: 1850.12 ms [2022-04-05 08:11:08 main:581] : INFO : Epoch 1865 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 1743.01 ms [2022-04-05 08:11:10 main:581] : INFO : Epoch 1866 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 1713.9 ms [2022-04-05 08:11:11 main:581] : INFO : Epoch 1867 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 1699.8 ms [2022-04-05 08:11:13 main:581] : INFO : Epoch 1868 | loss: 0.0311791 | val_loss: 0.031179 | Time: 1698.11 ms [2022-04-05 08:11:15 main:581] : INFO : Epoch 1869 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 1700.2 ms [2022-04-05 08:11:16 main:581] : INFO : Epoch 1870 | loss: 0.031178 | val_loss: 0.0311783 | Time: 1695.97 ms [2022-04-05 08:11:18 main:581] : INFO : Epoch 1871 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 1695.18 ms [2022-04-05 08:11:20 main:581] : INFO : Epoch 1872 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 1697.23 ms [2022-04-05 08:11:21 main:581] : INFO : Epoch 1873 | loss: 0.0311769 | val_loss: 0.031177 | Time: 1698 ms [2022-04-05 08:11:23 main:581] : INFO : Epoch 1874 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 1697.49 ms [2022-04-05 08:11:25 main:581] : INFO : Epoch 1875 | loss: 0.0311779 | val_loss: 0.0311749 | Time: 1700.01 ms [2022-04-05 08:11:26 main:581] : INFO : Epoch 1876 | loss: 0.0311747 | val_loss: 0.031176 | Time: 1696.21 ms [2022-04-05 08:11:28 main:581] : INFO : Epoch 1877 | loss: 0.031174 | val_loss: 0.0311748 | Time: 1698 ms [2022-04-05 08:11:30 main:581] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.031176 | Time: 1697.75 ms [2022-04-05 08:11:32 main:581] : INFO : Epoch 1879 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 1694.91 ms [2022-04-05 08:11:33 main:581] : INFO : Epoch 1880 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 1693.8 ms [2022-04-05 08:11:35 main:581] : INFO : Epoch 1881 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 1696 ms [2022-04-05 08:11:37 main:581] : INFO : Epoch 1882 | loss: 0.031178 | val_loss: 0.031179 | Time: 1697.3 ms [2022-04-05 08:11:38 main:581] : INFO : Epoch 1883 | loss: 0.0311819 | val_loss: 0.0311782 | Time: 1694.59 ms [2022-04-05 08:11:40 main:581] : INFO : Epoch 1884 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 1695.39 ms [2022-04-05 08:11:42 main:581] : INFO : Epoch 1885 | loss: 0.0311973 | val_loss: 0.0311919 | Time: 1696.46 ms [2022-04-05 08:11:44 main:581] : INFO : Epoch 1886 | loss: 0.0311968 | val_loss: 0.0311885 | Time: 2703.09 ms [2022-04-05 08:11:47 main:581] : INFO : Epoch 1887 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 3006.59 ms [2022-04-05 08:11:50 main:581] : INFO : Epoch 1888 | loss: 0.0311953 | val_loss: 0.0311876 | Time: 3021.72 ms [2022-04-05 08:11:54 main:581] : INFO : Epoch 1889 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 3016.97 ms [2022-04-05 08:11:57 main:581] : INFO : Epoch 1890 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 2997.21 ms [2022-04-05 08:12:00 main:581] : INFO : Epoch 1891 | loss: 0.0311913 | val_loss: 0.0311882 | Time: 3243.94 ms [2022-04-05 08:12:03 main:581] : INFO : Epoch 1892 | loss: 0.0311901 | val_loss: 0.0311879 | Time: 3346.04 ms [2022-04-05 08:12:06 main:581] : INFO : Epoch 1893 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 3303.56 ms [2022-04-05 08:12:10 main:581] : INFO : Epoch 1894 | loss: 0.0311888 | val_loss: 0.0311851 | Time: 3298.02 ms [2022-04-05 08:12:13 main:581] : INFO : Epoch 1895 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 3386.75 ms [2022-04-05 08:12:16 main:581] : INFO : Epoch 1896 | loss: 0.0311888 | val_loss: 0.0311852 | Time: 3391.24 ms [2022-04-05 08:12:20 main:581] : INFO : Epoch 1897 | loss: 0.0311869 | val_loss: 0.0311846 | Time: 3340.9 ms [2022-04-05 08:12:23 main:581] : INFO : Epoch 1898 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 3384.79 ms [2022-04-05 08:12:27 main:581] : INFO : Epoch 1899 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 3368.05 ms [2022-04-05 08:12:30 main:581] : INFO : Epoch 1900 | loss: 0.031188 | val_loss: 0.0311873 | Time: 3337.19 ms [2022-04-05 08:12:33 main:581] : INFO : Epoch 1901 | loss: 0.0311865 | val_loss: 0.0311844 | Time: 3334.43 ms [2022-04-05 08:12:37 main:581] : INFO : Epoch 1902 | loss: 0.0311859 | val_loss: 0.0311839 | Time: 3366.96 ms [2022-04-05 08:12:40 main:581] : INFO : Epoch 1903 | loss: 0.0311874 | val_loss: 0.0311895 | Time: 3373.72 ms [2022-04-05 08:12:43 main:581] : INFO : Epoch 1904 | loss: 0.0311878 | val_loss: 0.0311837 | Time: 3406.92 ms [2022-04-05 08:12:47 main:581] : INFO : Epoch 1905 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 3336.3 ms [2022-04-05 08:12:50 main:581] : INFO : Epoch 1906 | loss: 0.0311869 | val_loss: 0.0311859 | Time: 3382.8 ms [2022-04-05 08:12:53 main:581] : INFO : Epoch 1907 | loss: 0.0311859 | val_loss: 0.0311835 | Time: 3296.59 ms [2022-04-05 08:12:57 main:581] : INFO : Epoch 1908 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 3310.6 ms [2022-04-05 08:13:00 main:581] : INFO : Epoch 1909 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 3348.42 ms [2022-04-05 08:13:03 main:581] : INFO : Epoch 1910 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 3358.3 ms [2022-04-05 08:13:07 main:581] : INFO : Epoch 1911 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 3309.15 ms [2022-04-05 08:13:10 main:581] : INFO : Epoch 1912 | loss: 0.031186 | val_loss: 0.0311849 | Time: 3350.52 ms [2022-04-05 08:13:13 main:581] : INFO : Epoch 1913 | loss: 0.0311845 | val_loss: 0.0311824 | Time: 3343.17 ms [2022-04-05 08:13:17 main:581] : INFO : Epoch 1914 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 3380.68 ms [2022-04-05 08:13:20 main:581] : INFO : Epoch 1915 | loss: 0.0311864 | val_loss: 0.0311835 | Time: 3329.68 ms [2022-04-05 08:13:24 main:581] : INFO : Epoch 1916 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 3351.57 ms [2022-04-05 08:13:27 main:581] : INFO : Epoch 1917 | loss: 0.0311854 | val_loss: 0.0311828 | Time: 3406.79 ms [2022-04-05 08:13:30 main:581] : INFO : Epoch 1918 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 3369.13 ms [2022-04-05 08:13:34 main:581] : INFO : Epoch 1919 | loss: 0.0311884 | val_loss: 0.0311831 | Time: 3384.72 ms [2022-04-05 08:13:37 main:581] : INFO : Epoch 1920 | loss: 0.0311861 | val_loss: 0.0311842 | Time: 3341.84 ms [2022-04-05 08:13:40 main:581] : INFO : Epoch 1921 | loss: 0.0311867 | val_loss: 0.031186 | Time: 3371.19 ms [2022-04-05 08:13:44 main:581] : INFO : Epoch 1922 | loss: 0.0311876 | val_loss: 0.0311851 | Time: 3377.9 ms [2022-04-05 08:13:47 main:581] : INFO : Epoch 1923 | loss: 0.0311863 | val_loss: 0.0311845 | Time: 3325.76 ms [2022-04-05 08:13:50 main:581] : INFO : Epoch 1924 | loss: 0.0311867 | val_loss: 0.0311836 | Time: 3332.24 ms [2022-04-05 08:13:54 main:581] : INFO : Epoch 1925 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 3398.24 ms [2022-04-05 08:13:57 main:581] : INFO : Epoch 1926 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 3397.83 ms [2022-04-05 08:14:01 main:581] : INFO : Epoch 1927 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 3332.75 ms [2022-04-05 08:14:04 main:581] : INFO : Epoch 1928 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 3313.87 ms [2022-04-05 08:14:07 main:581] : INFO : Epoch 1929 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 3395.56 ms [2022-04-05 08:14:11 main:581] : INFO : Epoch 1930 | loss: 0.0311901 | val_loss: 0.0311847 | Time: 3316.46 ms [2022-04-05 08:14:14 main:581] : INFO : Epoch 1931 | loss: 0.0311852 | val_loss: 0.0311838 | Time: 3388.14 ms [2022-04-05 08:14:17 main:581] : INFO : Epoch 1932 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 3371.14 ms [2022-04-05 08:14:21 main:581] : INFO : Epoch 1933 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 3299.77 ms [2022-04-05 08:14:24 main:581] : INFO : Epoch 1934 | loss: 0.031183 | val_loss: 0.0311867 | Time: 3389.59 ms [2022-04-05 08:14:27 main:581] : INFO : Epoch 1935 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 3346.71 ms [2022-04-05 08:14:31 main:581] : INFO : Epoch 1936 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 3334.32 ms [2022-04-05 08:14:34 main:581] : INFO : Epoch 1937 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 3384.16 ms [2022-04-05 08:14:37 main:581] : INFO : Epoch 1938 | loss: 0.0311862 | val_loss: 0.0311888 | Time: 3355.86 ms [2022-04-05 08:14:41 main:581] : INFO : Epoch 1939 | loss: 0.0311849 | val_loss: 0.031189 | Time: 3415.31 ms [2022-04-05 08:14:44 main:581] : INFO : Epoch 1940 | loss: 0.0311833 | val_loss: 0.0311842 | Time: 3398.59 ms [2022-04-05 08:14:48 main:581] : INFO : Epoch 1941 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 3402.86 ms [2022-04-05 08:14:51 main:581] : INFO : Epoch 1942 | loss: 0.0311859 | val_loss: 0.0311838 | Time: 3396.5 ms [2022-04-05 08:14:54 main:581] : INFO : Epoch 1943 | loss: 0.0311835 | val_loss: 0.031187 | Time: 3409.95 ms [2022-04-05 08:14:58 main:581] : INFO : Epoch 1944 | loss: 0.0311856 | val_loss: 0.0311846 | Time: 3363.69 ms [2022-04-05 08:15:01 main:581] : INFO : Epoch 1945 | loss: 0.0311861 | val_loss: 0.0311868 | Time: 3415.13 ms [2022-04-05 08:15:05 main:581] : INFO : Epoch 1946 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 3363.96 ms [2022-04-05 08:15:08 main:581] : INFO : Epoch 1947 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 3417.77 ms [2022-04-05 08:15:11 main:581] : INFO : Epoch 1948 | loss: 0.031183 | val_loss: 0.0311878 | Time: 3354.42 ms [2022-04-05 08:15:15 main:581] : INFO : Epoch 1949 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 3346.76 ms [2022-04-05 08:15:18 main:581] : INFO : Epoch 1950 | loss: 0.031183 | val_loss: 0.0311837 | Time: 3367.68 ms [2022-04-05 08:15:22 main:581] : INFO : Epoch 1951 | loss: 0.0311808 | val_loss: 0.031184 | Time: 3388.02 ms [2022-04-05 08:15:25 main:581] : INFO : Epoch 1952 | loss: 0.0311809 | val_loss: 0.0311889 | Time: 3337.44 ms [2022-04-05 08:15:28 main:581] : INFO : Epoch 1953 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 3404.52 ms [2022-04-05 08:15:32 main:581] : INFO : Epoch 1954 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 3334.9 ms [2022-04-05 08:15:35 main:581] : INFO : Epoch 1955 | loss: 0.0311811 | val_loss: 0.031186 | Time: 3364.19 ms [2022-04-05 08:15:38 main:581] : INFO : Epoch 1956 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 3341.49 ms [2022-04-05 08:15:42 main:581] : INFO : Epoch 1957 | loss: 0.03118 | val_loss: 0.0311842 | Time: 3365.34 ms [2022-04-05 08:15:45 main:581] : INFO : Epoch 1958 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 3321.59 ms [2022-04-05 08:15:48 main:581] : INFO : Epoch 1959 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 3202.45 ms [2022-04-05 08:15:51 main:581] : INFO : Epoch 1960 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2943.83 ms [2022-04-05 08:15:54 main:581] : INFO : Epoch 1961 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 3035.78 ms [2022-04-05 08:15:57 main:581] : INFO : Epoch 1962 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 2815.13 ms [2022-04-05 08:16:00 main:581] : INFO : Epoch 1963 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 3042.46 ms [2022-04-05 08:16:03 main:581] : INFO : Epoch 1964 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 2940.97 ms [2022-04-05 08:16:06 main:581] : INFO : Epoch 1965 | loss: 0.0311798 | val_loss: 0.0311852 | Time: 2835.7 ms [2022-04-05 08:16:09 main:581] : INFO : Epoch 1966 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 2789.81 ms [2022-04-05 08:16:11 main:581] : INFO : Epoch 1967 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 2777.27 ms [2022-04-05 08:16:14 main:581] : INFO : Epoch 1968 | loss: 0.0311801 | val_loss: 0.0311883 | Time: 2773.88 ms [2022-04-05 08:16:17 main:581] : INFO : Epoch 1969 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 2893.1 ms [2022-04-05 08:16:20 main:581] : INFO : Epoch 1970 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2836.13 ms [2022-04-05 08:16:23 main:581] : INFO : Epoch 1971 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 2895.93 ms [2022-04-05 08:16:26 main:581] : INFO : Epoch 1972 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 2758.68 ms [2022-04-05 08:16:28 main:581] : INFO : Epoch 1973 | loss: 0.0311798 | val_loss: 0.0311944 | Time: 2756.12 ms [2022-04-05 08:16:31 main:581] : INFO : Epoch 1974 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 2458.27 ms [2022-04-05 08:16:33 main:581] : INFO : Epoch 1975 | loss: 0.0311796 | val_loss: 0.0311857 | Time: 2729.55 ms [2022-04-05 08:16:36 main:581] : INFO : Epoch 1976 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 2660.64 ms [2022-04-05 08:16:39 main:581] : INFO : Epoch 1977 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 2801.48 ms [2022-04-05 08:16:41 main:581] : INFO : Epoch 1978 | loss: 0.0311846 | val_loss: 0.0311931 | Time: 2502.34 ms [2022-04-05 08:16:44 main:581] : INFO : Epoch 1979 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 2539.67 ms [2022-04-05 08:16:46 main:581] : INFO : Epoch 1980 | loss: 0.03118 | val_loss: 0.0311842 | Time: 2102.81 ms [2022-04-05 08:16:49 main:581] : INFO : Epoch 1981 | loss: 0.0311801 | val_loss: 0.0311899 | Time: 2474.83 ms [2022-04-05 08:16:51 main:581] : INFO : Epoch 1982 | loss: 0.0311787 | val_loss: 0.031186 | Time: 2048.42 ms [2022-04-05 08:16:53 main:581] : INFO : Epoch 1983 | loss: 0.0311775 | val_loss: 0.0311874 | Time: 2042.12 ms [2022-04-05 08:16:55 main:581] : INFO : Epoch 1984 | loss: 0.0311818 | val_loss: 0.0311888 | Time: 2042.78 ms [2022-04-05 08:16:57 main:581] : INFO : Epoch 1985 | loss: 0.03118 | val_loss: 0.0311842 | Time: 2041.07 ms [2022-04-05 08:16:59 main:581] : INFO : Epoch 1986 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 2033.79 ms [2022-04-05 08:17:01 main:581] : INFO : Epoch 1987 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 2024.5 ms [2022-04-05 08:17:03 main:581] : INFO : Epoch 1988 | loss: 0.0311794 | val_loss: 0.031185 | Time: 2023.12 ms [2022-04-05 08:17:05 main:581] : INFO : Epoch 1989 | loss: 0.031179 | val_loss: 0.0311855 | Time: 2020.09 ms [2022-04-05 08:17:07 main:581] : INFO : Epoch 1990 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 2013.34 ms [2022-04-05 08:17:09 main:581] : INFO : Epoch 1991 | loss: 0.03118 | val_loss: 0.0311859 | Time: 2008.48 ms [2022-04-05 08:17:11 main:581] : INFO : Epoch 1992 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 2012.95 ms [2022-04-05 08:17:13 main:581] : INFO : Epoch 1993 | loss: 0.0311787 | val_loss: 0.0311892 | Time: 2016.09 ms [2022-04-05 08:17:15 main:581] : INFO : Epoch 1994 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 1978.61 ms [2022-04-05 08:17:17 main:581] : INFO : Epoch 1995 | loss: 0.0311813 | val_loss: 0.0311858 | Time: 1969.65 ms [2022-04-05 08:17:19 main:581] : INFO : Epoch 1996 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 1941.8 ms [2022-04-05 08:17:21 main:581] : INFO : Epoch 1997 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 1852.95 ms [2022-04-05 08:17:22 main:581] : INFO : Epoch 1998 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 1823.9 ms [2022-04-05 08:17:24 main:581] : INFO : Epoch 1999 | loss: 0.03118 | val_loss: 0.031184 | Time: 1779.38 ms [2022-04-05 08:17:26 main:581] : INFO : Epoch 2000 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 1733.18 ms [2022-04-05 08:17:28 main:581] : INFO : Epoch 2001 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 1696.32 ms [2022-04-05 08:17:29 main:581] : INFO : Epoch 2002 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 1700.81 ms [2022-04-05 08:17:31 main:581] : INFO : Epoch 2003 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 1697.56 ms [2022-04-05 08:17:33 main:581] : INFO : Epoch 2004 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 1699.36 ms [2022-04-05 08:17:34 main:581] : INFO : Epoch 2005 | loss: 0.0311786 | val_loss: 0.0311943 | Time: 1697.45 ms [2022-04-05 08:17:36 main:581] : INFO : Epoch 2006 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 1691.73 ms [2022-04-05 08:17:38 main:581] : INFO : Epoch 2007 | loss: 0.0311841 | val_loss: 0.0311961 | Time: 1697.52 ms [2022-04-05 08:17:40 main:581] : INFO : Epoch 2008 | loss: 0.0311823 | val_loss: 0.03119 | Time: 1695.85 ms [2022-04-05 08:17:41 main:581] : INFO : Epoch 2009 | loss: 0.0311822 | val_loss: 0.031204 | Time: 1694.47 ms [2022-04-05 08:17:43 main:581] : INFO : Epoch 2010 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 2058 ms [2022-04-05 08:17:46 main:581] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311838 | Time: 3006.67 ms [2022-04-05 08:17:49 main:581] : INFO : Epoch 2012 | loss: 0.0311812 | val_loss: 0.0311889 | Time: 3008.2 ms [2022-04-05 08:17:52 main:581] : INFO : Epoch 2013 | loss: 0.0311775 | val_loss: 0.0311873 | Time: 3015.83 ms [2022-04-05 08:17:55 main:581] : INFO : Epoch 2014 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 3000.91 ms [2022-04-05 08:17:58 main:581] : INFO : Epoch 2015 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 3075.18 ms [2022-04-05 08:18:02 main:581] : INFO : Epoch 2016 | loss: 0.0311764 | val_loss: 0.031186 | Time: 3396.34 ms [2022-04-05 08:18:05 main:581] : INFO : Epoch 2017 | loss: 0.0311762 | val_loss: 0.0311838 | Time: 3399.52 ms [2022-04-05 08:18:09 main:581] : INFO : Epoch 2018 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 3389.58 ms [2022-04-05 08:18:12 main:581] : INFO : Epoch 2019 | loss: 0.0311783 | val_loss: 0.0311836 | Time: 3384.44 ms [2022-04-05 08:18:15 main:581] : INFO : Epoch 2020 | loss: 0.0311766 | val_loss: 0.0311901 | Time: 3359.75 ms [2022-04-05 08:18:19 main:581] : INFO : Epoch 2021 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 3398.46 ms [2022-04-05 08:18:22 main:581] : INFO : Epoch 2022 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 3321.07 ms [2022-04-05 08:18:25 main:581] : INFO : Epoch 2023 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 3323.38 ms [2022-04-05 08:18:29 main:581] : INFO : Epoch 2024 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 3370.89 ms [2022-04-05 08:18:32 main:581] : INFO : Epoch 2025 | loss: 0.0311763 | val_loss: 0.031184 | Time: 3299.67 ms [2022-04-05 08:18:35 main:581] : INFO : Epoch 2026 | loss: 0.0311759 | val_loss: 0.031184 | Time: 3281.08 ms [2022-04-05 08:18:39 main:581] : INFO : Epoch 2027 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 3375.94 ms [2022-04-05 08:18:42 main:581] : INFO : Epoch 2028 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 3341.02 ms [2022-04-05 08:18:45 main:581] : INFO : Epoch 2029 | loss: 0.0311762 | val_loss: 0.0311843 | Time: 3384.58 ms [2022-04-05 08:18:49 main:581] : INFO : Epoch 2030 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 3313.03 ms [2022-04-05 08:18:52 main:581] : INFO : Epoch 2031 | loss: 0.0311749 | val_loss: 0.031185 | Time: 3299.89 ms [2022-04-05 08:18:55 main:581] : INFO : Epoch 2032 | loss: 0.031177 | val_loss: 0.0311914 | Time: 3322.24 ms [2022-04-05 08:18:59 main:581] : INFO : Epoch 2033 | loss: 0.0311761 | val_loss: 0.0311864 | Time: 3357.38 ms [2022-04-05 08:19:02 main:581] : INFO : Epoch 2034 | loss: 0.0311753 | val_loss: 0.0311931 | Time: 3355.98 ms [2022-04-05 08:19:06 main:581] : INFO : Epoch 2035 | loss: 0.0311796 | val_loss: 0.0311946 | Time: 3394.38 ms [2022-04-05 08:19:09 main:581] : INFO : Epoch 2036 | loss: 0.0311762 | val_loss: 0.0311927 | Time: 3392.22 ms [2022-04-05 08:19:12 main:581] : INFO : Epoch 2037 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 3386.1 ms [2022-04-05 08:19:16 main:581] : INFO : Epoch 2038 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 3393.97 ms [2022-04-05 08:19:19 main:581] : INFO : Epoch 2039 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 3373.97 ms [2022-04-05 08:19:22 main:581] : INFO : Epoch 2040 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 3341.05 ms [2022-04-05 08:19:26 main:581] : INFO : Epoch 2041 | loss: 0.0311761 | val_loss: 0.0311922 | Time: 3371.61 ms [2022-04-05 08:19:29 main:581] : INFO : Epoch 2042 | loss: 0.0311834 | val_loss: 0.0311869 | Time: 3406.61 ms [2022-04-05 08:19:33 main:581] : INFO : Epoch 2043 | loss: 0.0311758 | val_loss: 0.031184 | Time: 3352.98 ms [2022-04-05 08:19:36 main:581] : INFO : Epoch 2044 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 3367.52 ms [2022-04-05 08:19:39 main:581] : INFO : Epoch 2045 | loss: 0.0311766 | val_loss: 0.0311851 | Time: 3372.77 ms [2022-04-05 08:19:43 main:581] : INFO : Epoch 2046 | loss: 0.0311771 | val_loss: 0.031187 | Time: 3297.59 ms [2022-04-05 08:19:46 main:581] : INFO : Epoch 2047 | loss: 0.0311774 | val_loss: 0.0311894 | Time: 3352.25 ms [2022-04-05 08:19:49 main:581] : INFO : Epoch 2048 | loss: 0.0311811 | val_loss: 0.0311876 | Time: 3278.61 ms [2022-04-05 08:19:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311876 [2022-04-05 08:19:49 main:610] : INFO : Saving end state to config to file [2022-04-05 08:19:49 main:615] : INFO : Success, exiting.. 08:19:49 (1713638): 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)