Task 13748339
| Name | ParityModified-1647040167-27909-2-0_0 |
| Workunit | 10835592 |
| Created | 25 Mar 2022, 9:36:53 UTC |
| Sent | 31 Mar 2022, 13:30:04 UTC |
| Report deadline | 8 Apr 2022, 13:30:04 UTC |
| Received | 1 Apr 2022, 8:54:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 56 min 31 sec |
| CPU time | 55 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311803 | val_loss: 0.0311861 | Time: 1629.75 ms [2022-04-01 02:01:47 main:574] : INFO : Epoch 1543 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 1631.23 ms [2022-04-01 02:01:48 main:574] : INFO : Epoch 1544 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 1635.84 ms [2022-04-01 02:01:50 main:574] : INFO : Epoch 1545 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 1638.78 ms [2022-04-01 02:01:52 main:574] : INFO : Epoch 1546 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 1655.33 ms [2022-04-01 02:01:53 main:574] : INFO : Epoch 1547 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 1640.68 ms [2022-04-01 02:01:55 main:574] : INFO : Epoch 1548 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1634.13 ms [2022-04-01 02:01:57 main:574] : INFO : Epoch 1549 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 1643.9 ms [2022-04-01 02:01:58 main:574] : INFO : Epoch 1550 | loss: 0.0311739 | val_loss: 0.0311881 | Time: 1650.88 ms [2022-04-01 02:02:00 main:574] : INFO : Epoch 1551 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 1633.3 ms [2022-04-01 02:02:02 main:574] : INFO : Epoch 1552 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 1632.31 ms [2022-04-01 02:02:03 main:574] : INFO : Epoch 1553 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1645.27 ms [2022-04-01 02:02:05 main:574] : INFO : Epoch 1554 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1642.8 ms [2022-04-01 02:02:07 main:574] : INFO : Epoch 1555 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1650.89 ms [2022-04-01 02:02:08 main:574] : INFO : Epoch 1556 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 1641.64 ms [2022-04-01 02:02:10 main:574] : INFO : Epoch 1557 | loss: 0.0311713 | val_loss: 0.0311887 | Time: 1642.19 ms [2022-04-01 02:02:11 main:574] : INFO : Epoch 1558 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1630.15 ms [2022-04-01 02:02:13 main:574] : INFO : Epoch 1559 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 1662.77 ms [2022-04-01 02:02:15 main:574] : INFO : Epoch 1560 | loss: 0.0311715 | val_loss: 0.0311791 | Time: 1638.75 ms [2022-04-01 02:02:16 main:574] : INFO : Epoch 1561 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 1634.76 ms [2022-04-01 02:02:18 main:574] : INFO : Epoch 1562 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 1648.99 ms [2022-04-01 02:02:20 main:574] : INFO : Epoch 1563 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 1650.67 ms [2022-04-01 02:02:21 main:574] : INFO : Epoch 1564 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 1666.83 ms [2022-04-01 02:02:23 main:574] : INFO : Epoch 1565 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 1648.42 ms [2022-04-01 02:02:25 main:574] : INFO : Epoch 1566 | loss: 0.0311699 | val_loss: 0.0311781 | Time: 1631.6 ms [2022-04-01 02:02:26 main:574] : INFO : Epoch 1567 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 1638.53 ms [2022-04-01 02:02:28 main:574] : INFO : Epoch 1568 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 1649.12 ms [2022-04-01 02:02:30 main:574] : INFO : Epoch 1569 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 1639.52 ms [2022-04-01 02:02:31 main:574] : INFO : Epoch 1570 | loss: 0.0311694 | val_loss: 0.031179 | Time: 1638.94 ms [2022-04-01 02:02:33 main:574] : INFO : Epoch 1571 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 1645.24 ms [2022-04-01 02:02:35 main:574] : INFO : Epoch 1572 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 1651.09 ms [2022-04-01 02:02:36 main:574] : INFO : Epoch 1573 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 1634.35 ms [2022-04-01 02:02:38 main:574] : INFO : Epoch 1574 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 1650.91 ms [2022-04-01 02:02:40 main:574] : INFO : Epoch 1575 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 1642.78 ms [2022-04-01 02:02:41 main:574] : INFO : Epoch 1576 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 1640.98 ms [2022-04-01 02:02:43 main:574] : INFO : Epoch 1577 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 1650.66 ms [2022-04-01 02:02:44 main:574] : INFO : Epoch 1578 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 1638.03 ms [2022-04-01 02:02:46 main:574] : INFO : Epoch 1579 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 1642.94 ms [2022-04-01 02:02:48 main:574] : INFO : Epoch 1580 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1646.22 ms [2022-04-01 02:02:49 main:574] : INFO : Epoch 1581 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 1641.64 ms [2022-04-01 02:02:51 main:574] : INFO : Epoch 1582 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 1637.6 ms [2022-04-01 02:02:53 main:574] : INFO : Epoch 1583 | loss: 0.0311726 | val_loss: 0.031188 | Time: 1640.49 ms [2022-04-01 02:02:54 main:574] : INFO : Epoch 1584 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1636.72 ms [2022-04-01 02:02:56 main:574] : INFO : Epoch 1585 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1628.88 ms [2022-04-01 02:02:58 main:574] : INFO : Epoch 1586 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 1640.44 ms [2022-04-01 02:02:59 main:574] : INFO : Epoch 1587 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1645.18 ms [2022-04-01 02:03:01 main:574] : INFO : Epoch 1588 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 1636.86 ms [2022-04-01 02:03:03 main:574] : INFO : Epoch 1589 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 1642.56 ms [2022-04-01 02:03:04 main:574] : INFO : Epoch 1590 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 1641.08 ms [2022-04-01 02:03:06 main:574] : INFO : Epoch 1591 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1642.97 ms [2022-04-01 02:03:07 main:574] : INFO : Epoch 1592 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 1644.86 ms [2022-04-01 02:03:09 main:574] : INFO : Epoch 1593 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 1639.84 ms [2022-04-01 02:03:11 main:574] : INFO : Epoch 1594 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 1650.88 ms [2022-04-01 02:03:12 main:574] : INFO : Epoch 1595 | loss: 0.0311697 | val_loss: 0.0311777 | Time: 1660.73 ms [2022-04-01 02:03:14 main:574] : INFO : Epoch 1596 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 1645.08 ms [2022-04-01 02:03:16 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.031177 | Time: 1634.24 ms [2022-04-01 02:03:17 main:574] : INFO : Epoch 1598 | loss: 0.0311697 | val_loss: 0.0311862 | Time: 1634.96 ms [2022-04-01 02:03:19 main:574] : INFO : Epoch 1599 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 1641.67 ms [2022-04-01 02:03:21 main:574] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1628.4 ms [2022-04-01 02:03:22 main:574] : INFO : Epoch 1601 | loss: 0.031169 | val_loss: 0.0311835 | Time: 1649.44 ms [2022-04-01 02:03:24 main:574] : INFO : Epoch 1602 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1640.04 ms [2022-04-01 02:03:26 main:574] : INFO : Epoch 1603 | loss: 0.0311715 | val_loss: 0.031185 | Time: 1636.68 ms [2022-04-01 02:03:27 main:574] : INFO : Epoch 1604 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 1639.11 ms [2022-04-01 02:03:29 main:574] : INFO : Epoch 1605 | loss: 0.031168 | val_loss: 0.0311796 | Time: 1651.76 ms [2022-04-01 02:03:31 main:574] : INFO : Epoch 1606 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 1643.43 ms [2022-04-01 02:03:32 main:574] : INFO : Epoch 1607 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 1646.16 ms [2022-04-01 02:03:34 main:574] : INFO : Epoch 1608 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 1641.47 ms [2022-04-01 02:03:35 main:574] : INFO : Epoch 1609 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 1645.06 ms [2022-04-01 02:03:37 main:574] : INFO : Epoch 1610 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1648.89 ms [2022-04-01 02:03:39 main:574] : INFO : Epoch 1611 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1645.55 ms [2022-04-01 02:03:40 main:574] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 1640.75 ms [2022-04-01 02:03:42 main:574] : INFO : Epoch 1613 | loss: 0.0311685 | val_loss: 0.0311885 | Time: 1650.47 ms [2022-04-01 02:03:44 main:574] : INFO : Epoch 1614 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 1637.78 ms [2022-04-01 02:03:45 main:574] : INFO : Epoch 1615 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 1642.69 ms [2022-04-01 02:03:47 main:574] : INFO : Epoch 1616 | loss: 0.031167 | val_loss: 0.0311777 | Time: 1645.87 ms [2022-04-01 02:03:49 main:574] : INFO : Epoch 1617 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 1638.64 ms [2022-04-01 02:03:50 main:574] : INFO : Epoch 1618 | loss: 0.0311684 | val_loss: 0.031178 | Time: 1652.49 ms [2022-04-01 02:03:52 main:574] : INFO : Epoch 1619 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1627.6 ms [2022-04-01 02:03:54 main:574] : INFO : Epoch 1620 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 1649.39 ms [2022-04-01 02:03:55 main:574] : INFO : Epoch 1621 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 1642.05 ms [2022-04-01 02:03:57 main:574] : INFO : Epoch 1622 | loss: 0.0311692 | val_loss: 0.031179 | Time: 1645.88 ms [2022-04-01 02:03:59 main:574] : INFO : Epoch 1623 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 1645.89 ms [2022-04-01 02:04:00 main:574] : INFO : Epoch 1624 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 1646.33 ms [2022-04-01 02:04:02 main:574] : INFO : Epoch 1625 | loss: 0.0311676 | val_loss: 0.0311787 | Time: 1644.31 ms [2022-04-01 02:04:03 main:574] : INFO : Epoch 1626 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 1647.56 ms [2022-04-01 02:04:05 main:574] : INFO : Epoch 1627 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 1630.49 ms [2022-04-01 02:04:07 main:574] : INFO : Epoch 1628 | loss: 0.0311668 | val_loss: 0.0311774 | Time: 1630.93 ms [2022-04-01 02:04:08 main:574] : INFO : Epoch 1629 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1653.33 ms [2022-04-01 02:04:10 main:574] : INFO : Epoch 1630 | loss: 0.0311658 | val_loss: 0.031177 | Time: 1644.75 ms [2022-04-01 02:04:12 main:574] : INFO : Epoch 1631 | loss: 0.0311659 | val_loss: 0.031179 | Time: 1635.57 ms [2022-04-01 02:04:13 main:574] : INFO : Epoch 1632 | loss: 0.0311661 | val_loss: 0.0311791 | Time: 1638.88 ms [2022-04-01 02:04:15 main:574] : INFO : Epoch 1633 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1642.11 ms [2022-04-01 02:04:17 main:574] : INFO : Epoch 1634 | loss: 0.0311677 | val_loss: 0.0311867 | Time: 1640.71 ms [2022-04-01 02:04:18 main:574] : INFO : Epoch 1635 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 1647.98 ms [2022-04-01 02:04:20 main:574] : INFO : Epoch 1636 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 1633.26 ms [2022-04-01 02:04:22 main:574] : INFO : Epoch 1637 | loss: 0.0311652 | val_loss: 0.031178 | Time: 1624.63 ms [2022-04-01 02:04:23 main:574] : INFO : Epoch 1638 | loss: 0.0311656 | val_loss: 0.0311795 | Time: 1647.68 ms [2022-04-01 02:04:25 main:574] : INFO : Epoch 1639 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 1638.33 ms [2022-04-01 02:04:26 main:574] : INFO : Epoch 1640 | loss: 0.0311688 | val_loss: 0.0311791 | Time: 1645.47 ms [2022-04-01 02:04:28 main:574] : INFO : Epoch 1641 | loss: 0.0311668 | val_loss: 0.0311847 | Time: 1648.78 ms [2022-04-01 02:04:30 main:574] : INFO : Epoch 1642 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 1624.92 ms [2022-04-01 02:04:31 main:574] : INFO : Epoch 1643 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 1647.33 ms [2022-04-01 02:04:33 main:574] : INFO : Epoch 1644 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 1651.19 ms [2022-04-01 02:04:35 main:574] : INFO : Epoch 1645 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 1642.62 ms [2022-04-01 02:04:36 main:574] : INFO : Epoch 1646 | loss: 0.0311651 | val_loss: 0.0311804 | Time: 1631.36 ms [2022-04-01 02:04:38 main:574] : INFO : Epoch 1647 | loss: 0.0311677 | val_loss: 0.0311787 | Time: 1652.14 ms [2022-04-01 02:04:40 main:574] : INFO : Epoch 1648 | loss: 0.03117 | val_loss: 0.031185 | Time: 1653.11 ms [2022-04-01 02:04:41 main:574] : INFO : Epoch 1649 | loss: 0.0311671 | val_loss: 0.0311789 | Time: 1632.05 ms [2022-04-01 02:04:43 main:574] : INFO : Epoch 1650 | loss: 0.0311676 | val_loss: 0.0311816 | Time: 1644.39 ms [2022-04-01 02:04:45 main:574] : INFO : Epoch 1651 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 1628.52 ms [2022-04-01 02:04:46 main:574] : INFO : Epoch 1652 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 1640.99 ms [2022-04-01 02:04:48 main:574] : INFO : Epoch 1653 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 1632.79 ms [2022-04-01 02:04:50 main:574] : INFO : Epoch 1654 | loss: 0.0311672 | val_loss: 0.0311826 | Time: 1647.81 ms [2022-04-01 02:04:51 main:574] : INFO : Epoch 1655 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1641.3 ms [2022-04-01 02:04:53 main:574] : INFO : Epoch 1656 | loss: 0.0311657 | val_loss: 0.0311863 | Time: 1629.25 ms [2022-04-01 02:04:54 main:574] : INFO : Epoch 1657 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 1644.17 ms [2022-04-01 02:04:56 main:574] : INFO : Epoch 1658 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 1642.14 ms [2022-04-01 02:04:58 main:574] : INFO : Epoch 1659 | loss: 0.0311648 | val_loss: 0.0311773 | Time: 1643.2 ms [2022-04-01 02:04:59 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.031182 | Time: 1637.97 ms [2022-04-01 02:05:01 main:574] : INFO : Epoch 1661 | loss: 0.0311696 | val_loss: 0.0311868 | Time: 1649.91 ms [2022-04-01 02:05:03 main:574] : INFO : Epoch 1662 | loss: 0.0311678 | val_loss: 0.0311768 | Time: 1645.24 ms [2022-04-01 02:05:04 main:574] : INFO : Epoch 1663 | loss: 0.031165 | val_loss: 0.0311761 | Time: 1648.88 ms [2022-04-01 02:05:06 main:574] : INFO : Epoch 1664 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 1653.29 ms [2022-04-01 02:05:08 main:574] : INFO : Epoch 1665 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 1642.59 ms [2022-04-01 02:05:09 main:574] : INFO : Epoch 1666 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 1646.57 ms [2022-04-01 02:05:11 main:574] : INFO : Epoch 1667 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 1636.23 ms [2022-04-01 02:05:13 main:574] : INFO : Epoch 1668 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 1646.43 ms [2022-04-01 02:05:14 main:574] : INFO : Epoch 1669 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 1643.33 ms [2022-04-01 02:05:16 main:574] : INFO : Epoch 1670 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1637.69 ms [2022-04-01 02:05:18 main:574] : INFO : Epoch 1671 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 1632.17 ms [2022-04-01 02:05:19 main:574] : INFO : Epoch 1672 | loss: 0.0311667 | val_loss: 0.03118 | Time: 1641.04 ms [2022-04-01 02:05:21 main:574] : INFO : Epoch 1673 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 1635.92 ms [2022-04-01 02:05:22 main:574] : INFO : Epoch 1674 | loss: 0.0311646 | val_loss: 0.0311767 | Time: 1656.49 ms [2022-04-01 02:05:24 main:574] : INFO : Epoch 1675 | loss: 0.0311642 | val_loss: 0.0311794 | Time: 1638.82 ms [2022-04-01 02:05:26 main:574] : INFO : Epoch 1676 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 1643.54 ms [2022-04-01 02:05:27 main:574] : INFO : Epoch 1677 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 1647.59 ms [2022-04-01 02:05:29 main:574] : INFO : Epoch 1678 | loss: 0.0311663 | val_loss: 0.0311792 | Time: 1633.68 ms [2022-04-01 02:05:31 main:574] : INFO : Epoch 1679 | loss: 0.031167 | val_loss: 0.0311781 | Time: 1642.26 ms [2022-04-01 02:05:32 main:574] : INFO : Epoch 1680 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 1646.98 ms [2022-04-01 02:05:34 main:574] : INFO : Epoch 1681 | loss: 0.031165 | val_loss: 0.0311784 | Time: 1643.43 ms [2022-04-01 02:05:36 main:574] : INFO : Epoch 1682 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 1646.19 ms [2022-04-01 02:05:37 main:574] : INFO : Epoch 1683 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 1646.07 ms [2022-04-01 02:05:39 main:574] : INFO : Epoch 1684 | loss: 0.0311637 | val_loss: 0.0311783 | Time: 1642.2 ms [2022-04-01 02:05:41 main:574] : INFO : Epoch 1685 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 1638.05 ms [2022-04-01 02:05:42 main:574] : INFO : Epoch 1686 | loss: 0.0311629 | val_loss: 0.031178 | Time: 1627.6 ms [2022-04-01 02:05:44 main:574] : INFO : Epoch 1687 | loss: 0.0311641 | val_loss: 0.0311772 | Time: 1648.72 ms [2022-04-01 02:05:45 main:574] : INFO : Epoch 1688 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 1630.5 ms [2022-04-01 02:05:47 main:574] : INFO : Epoch 1689 | loss: 0.0311662 | val_loss: 0.031177 | Time: 1640.47 ms [2022-04-01 02:05:49 main:574] : INFO : Epoch 1690 | loss: 0.031166 | val_loss: 0.0311789 | Time: 1655.71 ms [2022-04-01 02:05:50 main:574] : INFO : Epoch 1691 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 1647.03 ms [2022-04-01 02:05:52 main:574] : INFO : Epoch 1692 | loss: 0.0311654 | val_loss: 0.031179 | Time: 1649.22 ms [2022-04-01 02:05:54 main:574] : INFO : Epoch 1693 | loss: 0.031165 | val_loss: 0.0311854 | Time: 1644.78 ms [2022-04-01 02:05:55 main:574] : INFO : Epoch 1694 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 1624.76 ms [2022-04-01 02:05:57 main:574] : INFO : Epoch 1695 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1638.82 ms [2022-04-01 02:05:59 main:574] : INFO : Epoch 1696 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 1649.65 ms [2022-04-01 02:06:00 main:574] : INFO : Epoch 1697 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 1646 ms [2022-04-01 02:06:02 main:574] : INFO : Epoch 1698 | loss: 0.0311632 | val_loss: 0.0311787 | Time: 1638.51 ms [2022-04-01 02:06:04 main:574] : INFO : Epoch 1699 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 1634.86 ms [2022-04-01 02:06:05 main:574] : INFO : Epoch 1700 | loss: 0.0311642 | val_loss: 0.0311787 | Time: 1641.84 ms [2022-04-01 02:06:07 main:574] : INFO : Epoch 1701 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 1643.84 ms [2022-04-01 02:06:09 main:574] : INFO : Epoch 1702 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1643.34 ms [2022-04-01 02:06:10 main:574] : INFO : Epoch 1703 | loss: 0.0311665 | val_loss: 0.0311823 | Time: 1635.15 ms [2022-04-01 02:06:12 main:574] : INFO : Epoch 1704 | loss: 0.0311666 | val_loss: 0.0311795 | Time: 1637.82 ms [2022-04-01 02:06:13 main:574] : INFO : Epoch 1705 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 1662.08 ms [2022-04-01 02:06:15 main:574] : INFO : Epoch 1706 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 1642.36 ms [2022-04-01 02:06:17 main:574] : INFO : Epoch 1707 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 1641.55 ms [2022-04-01 02:06:18 main:574] : INFO : Epoch 1708 | loss: 0.0311643 | val_loss: 0.0311757 | Time: 1641.8 ms [2022-04-01 02:06:20 main:574] : INFO : Epoch 1709 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 1639.56 ms [2022-04-01 02:06:22 main:574] : INFO : Epoch 1710 | loss: 0.0311679 | val_loss: 0.0311763 | Time: 1639.79 ms [2022-04-01 02:06:23 main:574] : INFO : Epoch 1711 | loss: 0.0311667 | val_loss: 0.0311868 | Time: 1646.39 ms [2022-04-01 02:06:25 main:574] : INFO : Epoch 1712 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 1644.28 ms [2022-04-01 02:06:27 main:574] : INFO : Epoch 1713 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 1644.58 ms [2022-04-01 02:06:28 main:574] : INFO : Epoch 1714 | loss: 0.031382 | val_loss: 0.0314443 | Time: 1651.4 ms [2022-04-01 02:06:30 main:574] : INFO : Epoch 1715 | loss: 0.0320263 | val_loss: 0.0314451 | Time: 1642.78 ms [2022-04-01 02:06:32 main:574] : INFO : Epoch 1716 | loss: 0.0314178 | val_loss: 0.031287 | Time: 1642.49 ms [2022-04-01 02:06:33 main:574] : INFO : Epoch 1717 | loss: 0.0312468 | val_loss: 0.0312197 | Time: 1655.4 ms [2022-04-01 02:06:35 main:574] : INFO : Epoch 1718 | loss: 0.0312038 | val_loss: 0.03118 | Time: 1642.57 ms [2022-04-01 02:06:37 main:574] : INFO : Epoch 1719 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 1641.85 ms [2022-04-01 02:06:38 main:574] : INFO : Epoch 1720 | loss: 0.0311747 | val_loss: 0.0311787 | Time: 1646.27 ms [2022-04-01 02:06:40 main:574] : INFO : Epoch 1721 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1644.51 ms [2022-04-01 02:06:42 main:574] : INFO : Epoch 1722 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 1642.46 ms [2022-04-01 02:06:43 main:574] : INFO : Epoch 1723 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1642.12 ms [2022-04-01 02:06:45 main:574] : INFO : Epoch 1724 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 1631.3 ms [2022-04-01 02:06:46 main:574] : INFO : Epoch 1725 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 1641.73 ms [2022-04-01 02:06:48 main:574] : INFO : Epoch 1726 | loss: 0.0311697 | val_loss: 0.0311859 | Time: 1631.65 ms [2022-04-01 02:06:50 main:574] : INFO : Epoch 1727 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1642.92 ms [2022-04-01 02:06:51 main:574] : INFO : Epoch 1728 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 1648.62 ms [2022-04-01 02:06:53 main:574] : INFO : Epoch 1729 | loss: 0.0311692 | val_loss: 0.0311794 | Time: 1626.75 ms [2022-04-01 02:06:55 main:574] : INFO : Epoch 1730 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 1642.62 ms [2022-04-01 02:06:56 main:574] : INFO : Epoch 1731 | loss: 0.0311692 | val_loss: 0.0311788 | Time: 1645.19 ms [2022-04-01 02:06:58 main:574] : INFO : Epoch 1732 | loss: 0.0311692 | val_loss: 0.031177 | Time: 1641.47 ms [2022-04-01 02:07:00 main:574] : INFO : Epoch 1733 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 1643.21 ms [2022-04-01 02:07:01 main:574] : INFO : Epoch 1734 | loss: 0.0311674 | val_loss: 0.031179 | Time: 1640.94 ms [2022-04-01 02:07:03 main:574] : INFO : Epoch 1735 | loss: 0.031169 | val_loss: 0.0311778 | Time: 1634.16 ms [2022-04-01 02:07:05 main:574] : INFO : Epoch 1736 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 1649.32 ms [2022-04-01 02:07:06 main:574] : INFO : Epoch 1737 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 1626.31 ms [2022-04-01 02:07:08 main:574] : INFO : Epoch 1738 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1640.79 ms [2022-04-01 02:07:09 main:574] : INFO : Epoch 1739 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 1655 ms [2022-04-01 02:07:11 main:574] : INFO : Epoch 1740 | loss: 0.0311701 | val_loss: 0.0311862 | Time: 1649.18 ms [2022-04-01 02:07:13 main:574] : INFO : Epoch 1741 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 1640.14 ms [2022-04-01 02:07:14 main:574] : INFO : Epoch 1742 | loss: 0.0311696 | val_loss: 0.0311782 | Time: 1650.5 ms [2022-04-01 02:07:16 main:574] : INFO : Epoch 1743 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 1639.68 ms [2022-04-01 02:07:18 main:574] : INFO : Epoch 1744 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 1638.67 ms [2022-04-01 02:07:19 main:574] : INFO : Epoch 1745 | loss: 0.0311664 | val_loss: 0.0311855 | Time: 1635.03 ms [2022-04-01 02:07:21 main:574] : INFO : Epoch 1746 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1642.45 ms [2022-04-01 02:07:23 main:574] : INFO : Epoch 1747 | loss: 0.031169 | val_loss: 0.0311771 | Time: 1619.98 ms [2022-04-01 02:07:24 main:574] : INFO : Epoch 1748 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 1648.86 ms [2022-04-01 02:07:26 main:574] : INFO : Epoch 1749 | loss: 0.0311666 | val_loss: 0.0311781 | Time: 1632.06 ms [2022-04-01 02:07:28 main:574] : INFO : Epoch 1750 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 1636.48 ms [2022-04-01 02:07:29 main:574] : INFO : Epoch 1751 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1651.07 ms [2022-04-01 02:07:31 main:574] : INFO : Epoch 1752 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 1638.59 ms [2022-04-01 02:07:32 main:574] : INFO : Epoch 1753 | loss: 0.0311659 | val_loss: 0.0311803 | Time: 1639.76 ms [2022-04-01 02:07:34 main:574] : INFO : Epoch 1754 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 1642.67 ms [2022-04-01 02:07:36 main:574] : INFO : Epoch 1755 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 1638.48 ms [2022-04-01 02:07:37 main:574] : INFO : Epoch 1756 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 1646 ms [2022-04-01 02:07:39 main:574] : INFO : Epoch 1757 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1643.1 ms [2022-04-01 02:07:41 main:574] : INFO : Epoch 1758 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1648.61 ms [2022-04-01 02:07:42 main:574] : INFO : Epoch 1759 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 1649.3 ms [2022-04-01 02:07:44 main:574] : INFO : Epoch 1760 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 1646.44 ms [2022-04-01 02:07:46 main:574] : INFO : Epoch 1761 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 1641.36 ms [2022-04-01 02:07:47 main:574] : INFO : Epoch 1762 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 1647.16 ms [2022-04-01 02:07:49 main:574] : INFO : Epoch 1763 | loss: 0.0311711 | val_loss: 0.03118 | Time: 1645.41 ms [2022-04-01 02:07:51 main:574] : INFO : Epoch 1764 | loss: 0.0311699 | val_loss: 0.03118 | Time: 1647.2 ms [2022-04-01 02:07:52 main:574] : INFO : Epoch 1765 | loss: 0.0311707 | val_loss: 0.0311815 | Time: 1643.82 ms [2022-04-01 02:07:54 main:574] : INFO : Epoch 1766 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 1645.7 ms [2022-04-01 02:07:56 main:574] : INFO : Epoch 1767 | loss: 0.0311692 | val_loss: 0.0311845 | Time: 1639.26 ms [2022-04-01 02:07:57 main:574] : INFO : Epoch 1768 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 1636.24 ms [2022-04-01 02:07:59 main:574] : INFO : Epoch 1769 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 1655.47 ms [2022-04-01 02:08:00 main:574] : INFO : Epoch 1770 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 1640.26 ms [2022-04-01 02:08:02 main:574] : INFO : Epoch 1771 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1636.29 ms [2022-04-01 02:08:04 main:574] : INFO : Epoch 1772 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 1644.01 ms [2022-04-01 02:08:05 main:574] : INFO : Epoch 1773 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 1646.3 ms [2022-04-01 02:08:07 main:574] : INFO : Epoch 1774 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 1628.46 ms [2022-04-01 02:08:09 main:574] : INFO : Epoch 1775 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 1640.75 ms [2022-04-01 02:08:10 main:574] : INFO : Epoch 1776 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1646.21 ms [2022-04-01 02:08:12 main:574] : INFO : Epoch 1777 | loss: 0.031167 | val_loss: 0.0311781 | Time: 1627.91 ms [2022-04-01 02:08:14 main:574] : INFO : Epoch 1778 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 1660.9 ms [2022-04-01 02:08:15 main:574] : INFO : Epoch 1779 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 1638.62 ms [2022-04-01 02:08:17 main:574] : INFO : Epoch 1780 | loss: 0.0311694 | val_loss: 0.0311865 | Time: 1639.43 ms [2022-04-01 02:08:19 main:574] : INFO : Epoch 1781 | loss: 0.0311704 | val_loss: 0.0311785 | Time: 1635.8 ms [2022-04-01 02:08:20 main:574] : INFO : Epoch 1782 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 1644.31 ms [2022-04-01 02:08:22 main:574] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 1637.97 ms [2022-04-01 02:08:24 main:574] : INFO : Epoch 1784 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1640.95 ms [2022-04-01 02:08:25 main:574] : INFO : Epoch 1785 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 1639.52 ms [2022-04-01 02:08:27 main:574] : INFO : Epoch 1786 | loss: 0.0311742 | val_loss: 0.031178 | Time: 1647.71 ms [2022-04-01 02:08:28 main:574] : INFO : Epoch 1787 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 1628.97 ms [2022-04-01 02:08:30 main:574] : INFO : Epoch 1788 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 1640.14 ms [2022-04-01 02:08:32 main:574] : INFO : Epoch 1789 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 1639.92 ms [2022-04-01 02:08:33 main:574] : INFO : Epoch 1790 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1645.5 ms [2022-04-01 02:08:35 main:574] : INFO : Epoch 1791 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 1647.7 ms [2022-04-01 02:08:37 main:574] : INFO : Epoch 1792 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 1639.39 ms [2022-04-01 02:08:38 main:574] : INFO : Epoch 1793 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 1638.82 ms [2022-04-01 02:08:40 main:574] : INFO : Epoch 1794 | loss: 0.031168 | val_loss: 0.0311731 | Time: 1637.83 ms [2022-04-01 02:08:42 main:574] : INFO : Epoch 1795 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 1637.62 ms [2022-04-01 02:08:43 main:574] : INFO : Epoch 1796 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 1640.73 ms [2022-04-01 02:08:45 main:574] : INFO : Epoch 1797 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1638.36 ms [2022-04-01 02:08:47 main:574] : INFO : Epoch 1798 | loss: 0.031166 | val_loss: 0.0311752 | Time: 1641.75 ms [2022-04-01 02:08:48 main:574] : INFO : Epoch 1799 | loss: 0.0311677 | val_loss: 0.0311781 | Time: 1641.39 ms [2022-04-01 02:08:50 main:574] : INFO : Epoch 1800 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1651.94 ms [2022-04-01 02:08:51 main:574] : INFO : Epoch 1801 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 1641.27 ms [2022-04-01 02:08:53 main:574] : INFO : Epoch 1802 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1635.87 ms [2022-04-01 02:08:55 main:574] : INFO : Epoch 1803 | loss: 0.0311662 | val_loss: 0.0311785 | Time: 1651.94 ms [2022-04-01 02:08:56 main:574] : INFO : Epoch 1804 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 1641.56 ms [2022-04-01 02:08:58 main:574] : INFO : Epoch 1805 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 1647.08 ms [2022-04-01 02:09:00 main:574] : INFO : Epoch 1806 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 1647.93 ms [2022-04-01 02:09:01 main:574] : INFO : Epoch 1807 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 1639.94 ms [2022-04-01 02:09:03 main:574] : INFO : Epoch 1808 | loss: 0.031165 | val_loss: 0.0311773 | Time: 1624.6 ms [2022-04-01 02:09:05 main:574] : INFO : Epoch 1809 | loss: 0.0311654 | val_loss: 0.0311778 | Time: 1645.38 ms [2022-04-01 02:09:06 main:574] : INFO : Epoch 1810 | loss: 0.0311649 | val_loss: 0.0311799 | Time: 1625.91 ms [2022-04-01 02:09:08 main:574] : INFO : Epoch 1811 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1640.51 ms [2022-04-01 02:09:10 main:574] : INFO : Epoch 1812 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 1649.27 ms [2022-04-01 02:09:11 main:574] : INFO : Epoch 1813 | loss: 0.0311649 | val_loss: 0.0311845 | Time: 1642.23 ms [2022-04-01 02:09:13 main:574] : INFO : Epoch 1814 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 1641.94 ms [2022-04-01 02:09:15 main:574] : INFO : Epoch 1815 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 1654.38 ms [2022-04-01 02:09:16 main:574] : INFO : Epoch 1816 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 1636.53 ms [2022-04-01 02:09:18 main:574] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 1641.15 ms [2022-04-01 02:09:19 main:574] : INFO : Epoch 1818 | loss: 0.0311653 | val_loss: 0.031178 | Time: 1651.21 ms [2022-04-01 02:09:21 main:574] : INFO : Epoch 1819 | loss: 0.031165 | val_loss: 0.0311763 | Time: 1644.67 ms [2022-04-01 02:09:23 main:574] : INFO : Epoch 1820 | loss: 0.0311649 | val_loss: 0.0311751 | Time: 1639.95 ms [2022-04-01 02:09:24 main:574] : INFO : Epoch 1821 | loss: 0.031165 | val_loss: 0.0311792 | Time: 1632.24 ms [2022-04-01 02:09:26 main:574] : INFO : Epoch 1822 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 1627.92 ms [2022-04-01 02:09:28 main:574] : INFO : Epoch 1823 | loss: 0.0311639 | val_loss: 0.0311765 | Time: 1644.24 ms [2022-04-01 02:09:29 main:574] : INFO : Epoch 1824 | loss: 0.0311642 | val_loss: 0.0311815 | Time: 1644.7 ms [2022-04-01 02:09:31 main:574] : INFO : Epoch 1825 | loss: 0.0311637 | val_loss: 0.0311778 | Time: 1628.15 ms [2022-04-01 02:09:33 main:574] : INFO : Epoch 1826 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 1640.43 ms [2022-04-01 02:09:34 main:574] : INFO : Epoch 1827 | loss: 0.0311642 | val_loss: 0.0311792 | Time: 1632.15 ms [2022-04-01 02:09:36 main:574] : INFO : Epoch 1828 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 1643.02 ms [2022-04-01 02:09:38 main:574] : INFO : Epoch 1829 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 1647.89 ms [2022-04-01 02:09:39 main:574] : INFO : Epoch 1830 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1642.63 ms [2022-04-01 02:09:41 main:574] : INFO : Epoch 1831 | loss: 0.0311625 | val_loss: 0.0311805 | Time: 1649.29 ms [2022-04-01 02:09:42 main:574] : INFO : Epoch 1832 | loss: 0.0311655 | val_loss: 0.0311808 | Time: 1654.44 ms [2022-04-01 02:09:44 main:574] : INFO : Epoch 1833 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 1654.86 ms [2022-04-01 02:09:46 main:574] : INFO : Epoch 1834 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 1645.07 ms [2022-04-01 02:09:47 main:574] : INFO : Epoch 1835 | loss: 0.0311631 | val_loss: 0.0311774 | Time: 1612.64 ms [2022-04-01 02:09:49 main:574] : INFO : Epoch 1836 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 1641.38 ms [2022-04-01 02:09:51 main:574] : INFO : Epoch 1837 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1646.88 ms [2022-04-01 02:09:52 main:574] : INFO : Epoch 1838 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 1638.94 ms [2022-04-01 02:09:54 main:574] : INFO : Epoch 1839 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 1637.71 ms [2022-04-01 02:09:56 main:574] : INFO : Epoch 1840 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 1630.66 ms [2022-04-01 02:09:57 main:574] : INFO : Epoch 1841 | loss: 0.0311645 | val_loss: 0.0311777 | Time: 1642.6 ms [2022-04-01 02:09:59 main:574] : INFO : Epoch 1842 | loss: 0.0311654 | val_loss: 0.0311777 | Time: 1645.57 ms [2022-04-01 02:10:01 main:574] : INFO : Epoch 1843 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 1649.42 ms [2022-04-01 02:10:02 main:574] : INFO : Epoch 1844 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 1626.25 ms [2022-04-01 02:10:04 main:574] : INFO : Epoch 1845 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 1653.81 ms [2022-04-01 02:10:06 main:574] : INFO : Epoch 1846 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1647.18 ms [2022-04-01 02:10:07 main:574] : INFO : Epoch 1847 | loss: 0.0311626 | val_loss: 0.0311766 | Time: 1644.32 ms [2022-04-01 02:10:09 main:574] : INFO : Epoch 1848 | loss: 0.0311627 | val_loss: 0.0311774 | Time: 1644.96 ms [2022-04-01 02:10:10 main:574] : INFO : Epoch 1849 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 1659.4 ms [2022-04-01 02:10:12 main:574] : INFO : Epoch 1850 | loss: 0.0311649 | val_loss: 0.0311797 | Time: 1641.65 ms [2022-04-01 02:10:14 main:574] : INFO : Epoch 1851 | loss: 0.0311629 | val_loss: 0.0311783 | Time: 1652.88 ms [2022-04-01 02:10:15 main:574] : INFO : Epoch 1852 | loss: 0.0311622 | val_loss: 0.0311777 | Time: 1646.89 ms [2022-04-01 02:10:17 main:574] : INFO : Epoch 1853 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 1638.74 ms [2022-04-01 02:10:19 main:574] : INFO : Epoch 1854 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 1648.79 ms [2022-04-01 02:10:20 main:574] : INFO : Epoch 1855 | loss: 0.0311633 | val_loss: 0.031183 | Time: 1648.04 ms [2022-04-01 02:10:22 main:574] : INFO : Epoch 1856 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 1631.19 ms [2022-04-01 02:10:24 main:574] : INFO : Epoch 1857 | loss: 0.0311669 | val_loss: 0.031182 | Time: 1642.27 ms [2022-04-01 02:10:25 main:574] : INFO : Epoch 1858 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 1650.91 ms [2022-04-01 02:10:27 main:574] : INFO : Epoch 1859 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 1635.23 ms [2022-04-01 02:10:29 main:574] : INFO : Epoch 1860 | loss: 0.0311648 | val_loss: 0.031181 | Time: 1650 ms [2022-04-01 02:10:30 main:574] : INFO : Epoch 1861 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 1647.66 ms [2022-04-01 02:10:32 main:574] : INFO : Epoch 1862 | loss: 0.0311646 | val_loss: 0.03118 | Time: 1645.13 ms [2022-04-01 02:10:34 main:574] : INFO : Epoch 1863 | loss: 0.0311629 | val_loss: 0.0311789 | Time: 1651.29 ms [2022-04-01 02:10:35 main:574] : INFO : Epoch 1864 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 1644.26 ms [2022-04-01 02:10:37 main:574] : INFO : Epoch 1865 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 1641.02 ms [2022-04-01 02:10:38 main:574] : INFO : Epoch 1866 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 1642.41 ms [2022-04-01 02:10:40 main:574] : INFO : Epoch 1867 | loss: 0.0311631 | val_loss: 0.0311807 | Time: 1653.79 ms [2022-04-01 02:10:42 main:574] : INFO : Epoch 1868 | loss: 0.0311647 | val_loss: 0.0311816 | Time: 1645.14 ms [2022-04-01 02:10:43 main:574] : INFO : Epoch 1869 | loss: 0.0311651 | val_loss: 0.0311794 | Time: 1646.95 ms [2022-04-01 02:10:45 main:574] : INFO : Epoch 1870 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 1641.56 ms [2022-04-01 02:10:47 main:574] : INFO : Epoch 1871 | loss: 0.031166 | val_loss: 0.0311801 | Time: 1638.41 ms [2022-04-01 02:10:48 main:574] : INFO : Epoch 1872 | loss: 0.031167 | val_loss: 0.0311791 | Time: 1638.53 ms [2022-04-01 02:10:50 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311886 | Time: 1647.37 ms [2022-04-01 02:10:52 main:574] : INFO : Epoch 1874 | loss: 0.0311669 | val_loss: 0.0311835 | Time: 1640.98 ms [2022-04-01 02:10:53 main:574] : INFO : Epoch 1875 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1657 ms [2022-04-01 02:10:55 main:574] : INFO : Epoch 1876 | loss: 0.0311793 | val_loss: 0.031184 | Time: 1653.05 ms [2022-04-01 02:10:57 main:574] : INFO : Epoch 1877 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 1648.12 ms [2022-04-01 02:10:58 main:574] : INFO : Epoch 1878 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 1641.04 ms [2022-04-01 02:11:00 main:574] : INFO : Epoch 1879 | loss: 0.0311849 | val_loss: 0.0311773 | Time: 1647.66 ms [2022-04-01 02:11:02 main:574] : INFO : Epoch 1880 | loss: 0.0311815 | val_loss: 0.0311762 | Time: 1643.42 ms [2022-04-01 02:11:03 main:574] : INFO : Epoch 1881 | loss: 0.0311812 | val_loss: 0.0311811 | Time: 1647.47 ms [2022-04-01 02:11:05 main:574] : INFO : Epoch 1882 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 1646.44 ms [2022-04-01 02:11:07 main:574] : INFO : Epoch 1883 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 1639.99 ms [2022-04-01 02:11:08 main:574] : INFO : Epoch 1884 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 1628.38 ms [2022-04-01 02:11:10 main:574] : INFO : Epoch 1885 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 1639 ms [2022-04-01 02:11:11 main:574] : INFO : Epoch 1886 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1641.93 ms [2022-04-01 02:11:13 main:574] : INFO : Epoch 1887 | loss: 0.0311773 | val_loss: 0.0311761 | Time: 1638.84 ms [2022-04-01 02:11:15 main:574] : INFO : Epoch 1888 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 1649.7 ms [2022-04-01 02:11:16 main:574] : INFO : Epoch 1889 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 1646.86 ms [2022-04-01 02:11:18 main:574] : INFO : Epoch 1890 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 1643.95 ms [2022-04-01 02:11:20 main:574] : INFO : Epoch 1891 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 1649.96 ms [2022-04-01 02:11:21 main:574] : INFO : Epoch 1892 | loss: 0.0311761 | val_loss: 0.0311749 | Time: 1636.23 ms [2022-04-01 02:11:23 main:574] : INFO : Epoch 1893 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 1640.89 ms [2022-04-01 02:11:25 main:574] : INFO : Epoch 1894 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 1646.89 ms [2022-04-01 02:11:26 main:574] : INFO : Epoch 1895 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 1644.27 ms [2022-04-01 02:11:28 main:574] : INFO : Epoch 1896 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 1630.95 ms [2022-04-01 02:11:30 main:574] : INFO : Epoch 1897 | loss: 0.0311739 | val_loss: 0.0311744 | Time: 1646.76 ms [2022-04-01 02:11:31 main:574] : INFO : Epoch 1898 | loss: 0.0311735 | val_loss: 0.0311744 | Time: 1627.54 ms [2022-04-01 02:11:33 main:574] : INFO : Epoch 1899 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 1647.57 ms [2022-04-01 02:11:34 main:574] : INFO : Epoch 1900 | loss: 0.031174 | val_loss: 0.0311742 | Time: 1631.21 ms [2022-04-01 02:11:36 main:574] : INFO : Epoch 1901 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 1638.29 ms [2022-04-01 02:11:38 main:574] : INFO : Epoch 1902 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 1643 ms [2022-04-01 02:11:39 main:574] : INFO : Epoch 1903 | loss: 0.031172 | val_loss: 0.0311744 | Time: 1650.35 ms [2022-04-01 02:11:41 main:574] : INFO : Epoch 1904 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 1654.56 ms [2022-04-01 02:11:43 main:574] : INFO : Epoch 1905 | loss: 0.0311754 | val_loss: 0.0311749 | Time: 1646.03 ms [2022-04-01 02:11:44 main:574] : INFO : Epoch 1906 | loss: 0.0311775 | val_loss: 0.0311763 | Time: 1648.45 ms [2022-04-01 02:11:46 main:574] : INFO : Epoch 1907 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 1645.19 ms [2022-04-01 02:11:48 main:574] : INFO : Epoch 1908 | loss: 0.0311759 | val_loss: 0.0311747 | Time: 1635.81 ms [2022-04-01 02:11:49 main:574] : INFO : Epoch 1909 | loss: 0.0311764 | val_loss: 0.0311747 | Time: 1645.45 ms [2022-04-01 02:11:51 main:574] : INFO : Epoch 1910 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1648.84 ms [2022-04-01 02:11:53 main:574] : INFO : Epoch 1911 | loss: 0.0311813 | val_loss: 0.0311802 | Time: 1628.07 ms [2022-04-01 02:11:54 main:574] : INFO : Epoch 1912 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 1639.06 ms [2022-04-01 02:11:56 main:574] : INFO : Epoch 1913 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 1640.97 ms [2022-04-01 02:11:58 main:574] : INFO : Epoch 1914 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 1644.31 ms [2022-04-01 02:11:59 main:574] : INFO : Epoch 1915 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 1640.8 ms [2022-04-01 02:12:01 main:574] : INFO : Epoch 1916 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 1643.7 ms [2022-04-01 02:12:02 main:574] : INFO : Epoch 1917 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1651.57 ms [2022-04-01 02:12:04 main:574] : INFO : Epoch 1918 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 1630.92 ms [2022-04-01 02:12:06 main:574] : INFO : Epoch 1919 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 1659.29 ms [2022-04-01 02:12:07 main:574] : INFO : Epoch 1920 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1630.12 ms [2022-04-01 02:12:09 main:574] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 1638.18 ms [2022-04-01 02:12:11 main:574] : INFO : Epoch 1922 | loss: 0.0311786 | val_loss: 0.0311933 | Time: 1642.07 ms [2022-04-01 02:12:12 main:574] : INFO : Epoch 1923 | loss: 0.0311803 | val_loss: 0.0311822 | Time: 1628.59 ms [2022-04-01 02:12:14 main:574] : INFO : Epoch 1924 | loss: 0.031176 | val_loss: 0.0311788 | Time: 1629.44 ms [2022-04-01 02:12:16 main:574] : INFO : Epoch 1925 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1648.47 ms [2022-04-01 02:12:17 main:574] : INFO : Epoch 1926 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1621.11 ms [2022-04-01 02:12:19 main:574] : INFO : Epoch 1927 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 1648.66 ms [2022-04-01 02:12:21 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 1650.86 ms [2022-04-01 02:12:22 main:574] : INFO : Epoch 1929 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1638.64 ms [2022-04-01 02:12:24 main:574] : INFO : Epoch 1930 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 1639.44 ms [2022-04-01 02:12:25 main:574] : INFO : Epoch 1931 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1646.68 ms [2022-04-01 02:12:27 main:574] : INFO : Epoch 1932 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1654.97 ms [2022-04-01 02:12:29 main:574] : INFO : Epoch 1933 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 1642.37 ms [2022-04-01 02:12:30 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 1643.93 ms [2022-04-01 02:12:32 main:574] : INFO : Epoch 1935 | loss: 0.031174 | val_loss: 0.0311779 | Time: 1643.74 ms [2022-04-01 02:12:34 main:574] : INFO : Epoch 1936 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 1642.99 ms [2022-04-01 02:12:35 main:574] : INFO : Epoch 1937 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1648.19 ms [2022-04-01 02:12:37 main:574] : INFO : Epoch 1938 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 1630.43 ms [2022-04-01 02:12:39 main:574] : INFO : Epoch 1939 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 1640.09 ms [2022-04-01 02:12:40 main:574] : INFO : Epoch 1940 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1655.3 ms [2022-04-01 02:12:42 main:574] : INFO : Epoch 1941 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 1644.67 ms [2022-04-01 02:12:44 main:574] : INFO : Epoch 1942 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 1649.48 ms [2022-04-01 02:12:45 main:574] : INFO : Epoch 1943 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 1641.78 ms [2022-04-01 02:12:47 main:574] : INFO : Epoch 1944 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 1641.54 ms [2022-04-01 02:12:49 main:574] : INFO : Epoch 1945 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 1640.4 ms [2022-04-01 02:12:50 main:574] : INFO : Epoch 1946 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1638.02 ms [2022-04-01 02:12:52 main:574] : INFO : Epoch 1947 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 1645.86 ms [2022-04-01 02:12:54 main:574] : INFO : Epoch 1948 | loss: 0.0311723 | val_loss: 0.0311769 | Time: 1649.03 ms [2022-04-01 02:12:55 main:574] : INFO : Epoch 1949 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 1633.42 ms [2022-04-01 02:12:57 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.0311777 | Time: 1648.77 ms [2022-04-01 02:12:58 main:574] : INFO : Epoch 1951 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1636.64 ms [2022-04-01 02:13:00 main:574] : INFO : Epoch 1952 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 1650.46 ms [2022-04-01 02:13:02 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 1637.62 ms [2022-04-01 02:13:03 main:574] : INFO : Epoch 1954 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 1629.85 ms [2022-04-01 02:13:05 main:574] : INFO : Epoch 1955 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1650.77 ms [2022-04-01 02:13:07 main:574] : INFO : Epoch 1956 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 1641.96 ms [2022-04-01 02:13:08 main:574] : INFO : Epoch 1957 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1640.74 ms [2022-04-01 02:13:10 main:574] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 1639.02 ms [2022-04-01 02:13:12 main:574] : INFO : Epoch 1959 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 1645.22 ms [2022-04-01 02:13:13 main:574] : INFO : Epoch 1960 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1644.63 ms [2022-04-01 02:13:15 main:574] : INFO : Epoch 1961 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 1646.24 ms [2022-04-01 02:13:17 main:574] : INFO : Epoch 1962 | loss: 0.031174 | val_loss: 0.0311807 | Time: 1624.8 ms [2022-04-01 02:13:18 main:574] : INFO : Epoch 1963 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 1635.63 ms [2022-04-01 02:13:20 main:574] : INFO : Epoch 1964 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 1632.87 ms [2022-04-01 02:13:21 main:574] : INFO : Epoch 1965 | loss: 0.0311723 | val_loss: 0.0311845 | Time: 1642.72 ms [2022-04-01 02:13:23 main:574] : INFO : Epoch 1966 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 1644.04 ms [2022-04-01 02:13:25 main:574] : INFO : Epoch 1967 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1642.59 ms [2022-04-01 02:13:26 main:574] : INFO : Epoch 1968 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 1648.48 ms [2022-04-01 02:13:28 main:574] : INFO : Epoch 1969 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 1645.85 ms [2022-04-01 02:13:30 main:574] : INFO : Epoch 1970 | loss: 0.0311813 | val_loss: 0.0311821 | Time: 1632.35 ms [2022-04-01 02:13:31 main:574] : INFO : Epoch 1971 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 1645.42 ms [2022-04-01 02:13:33 main:574] : INFO : Epoch 1972 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 1630.07 ms [2022-04-01 02:13:35 main:574] : INFO : Epoch 1973 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 1649.24 ms [2022-04-01 02:13:36 main:574] : INFO : Epoch 1974 | loss: 0.0311767 | val_loss: 0.0311786 | Time: 1643.72 ms [2022-04-01 02:13:38 main:574] : INFO : Epoch 1975 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1630.87 ms [2022-04-01 02:13:40 main:574] : INFO : Epoch 1976 | loss: 0.031176 | val_loss: 0.031178 | Time: 1639.18 ms [2022-04-01 02:13:41 main:574] : INFO : Epoch 1977 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1638.28 ms [2022-04-01 02:13:43 main:574] : INFO : Epoch 1978 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 1647.73 ms [2022-04-01 02:13:45 main:574] : INFO : Epoch 1979 | loss: 0.031174 | val_loss: 0.0311772 | Time: 1655.48 ms [2022-04-01 02:13:46 main:574] : INFO : Epoch 1980 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 1639.77 ms [2022-04-01 02:13:48 main:574] : INFO : Epoch 1981 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1634.97 ms [2022-04-01 02:13:49 main:574] : INFO : Epoch 1982 | loss: 0.0311831 | val_loss: 0.0311836 | Time: 1645.46 ms [2022-04-01 02:13:51 main:574] : INFO : Epoch 1983 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 1642.52 ms [2022-04-01 02:13:53 main:574] : INFO : Epoch 1984 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1640.69 ms [2022-04-01 02:13:54 main:574] : INFO : Epoch 1985 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 1626.41 ms [2022-04-01 02:13:56 main:574] : INFO : Epoch 1986 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 1655.07 ms [2022-04-01 02:13:58 main:574] : INFO : Epoch 1987 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 1633.04 ms [2022-04-01 02:13:59 main:574] : INFO : Epoch 1988 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1645.23 ms [2022-04-01 02:14:01 main:574] : INFO : Epoch 1989 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 1640.71 ms [2022-04-01 02:14:03 main:574] : INFO : Epoch 1990 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 1633.17 ms [2022-04-01 02:14:04 main:574] : INFO : Epoch 1991 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 1641.89 ms [2022-04-01 02:14:06 main:574] : INFO : Epoch 1992 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 1640.4 ms [2022-04-01 02:14:08 main:574] : INFO : Epoch 1993 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1637.99 ms [2022-04-01 02:14:09 main:574] : INFO : Epoch 1994 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 1648.19 ms [2022-04-01 02:14:11 main:574] : INFO : Epoch 1995 | loss: 0.0311784 | val_loss: 0.031184 | Time: 1646.63 ms [2022-04-01 02:14:12 main:574] : INFO : Epoch 1996 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 1641.31 ms [2022-04-01 02:14:14 main:574] : INFO : Epoch 1997 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 1649.43 ms [2022-04-01 02:14:16 main:574] : INFO : Epoch 1998 | loss: 0.031177 | val_loss: 0.0311834 | Time: 1646.54 ms [2022-04-01 02:14:17 main:574] : INFO : Epoch 1999 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 1628.82 ms [2022-04-01 02:14:19 main:574] : INFO : Epoch 2000 | loss: 0.031177 | val_loss: 0.0311829 | Time: 1642.02 ms [2022-04-01 02:14:21 main:574] : INFO : Epoch 2001 | loss: 0.0311773 | val_loss: 0.031183 | Time: 1650.57 ms [2022-04-01 02:14:22 main:574] : INFO : Epoch 2002 | loss: 0.0311774 | val_loss: 0.0311853 | Time: 1643.23 ms [2022-04-01 02:14:24 main:574] : INFO : Epoch 2003 | loss: 0.0311783 | val_loss: 0.0311879 | Time: 1634.16 ms [2022-04-01 02:14:26 main:574] : INFO : Epoch 2004 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 1650.02 ms [2022-04-01 02:14:27 main:574] : INFO : Epoch 2005 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 1653.97 ms [2022-04-01 02:14:29 main:574] : INFO : Epoch 2006 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 1625.37 ms [2022-04-01 02:14:31 main:574] : INFO : Epoch 2007 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 1653.07 ms [2022-04-01 02:14:32 main:574] : INFO : Epoch 2008 | loss: 0.0311767 | val_loss: 0.0311827 | Time: 1627.83 ms [2022-04-01 02:14:34 main:574] : INFO : Epoch 2009 | loss: 0.0311769 | val_loss: 0.031187 | Time: 1638.95 ms [2022-04-01 02:14:36 main:574] : INFO : Epoch 2010 | loss: 0.031177 | val_loss: 0.0311821 | Time: 1645.18 ms [2022-04-01 02:14:37 main:574] : INFO : Epoch 2011 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 1642.06 ms [2022-04-01 02:14:39 main:574] : INFO : Epoch 2012 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 1647.39 ms [2022-04-01 02:14:40 main:574] : INFO : Epoch 2013 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 1644.54 ms [2022-04-01 02:14:42 main:574] : INFO : Epoch 2014 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 1642.76 ms [2022-04-01 02:14:44 main:574] : INFO : Epoch 2015 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 1643.67 ms [2022-04-01 02:14:45 main:574] : INFO : Epoch 2016 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 1648.28 ms [2022-04-01 02:14:47 main:574] : INFO : Epoch 2017 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 1639.94 ms [2022-04-01 02:14:49 main:574] : INFO : Epoch 2018 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1625.54 ms [2022-04-01 02:14:50 main:574] : INFO : Epoch 2019 | loss: 0.031177 | val_loss: 0.0311858 | Time: 1646.25 ms [2022-04-01 02:14:52 main:574] : INFO : Epoch 2020 | loss: 0.0311777 | val_loss: 0.0311849 | Time: 1641.62 ms [2022-04-01 02:14:54 main:574] : INFO : Epoch 2021 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 1626.26 ms [2022-04-01 02:14:55 main:574] : INFO : Epoch 2022 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 1645.63 ms [2022-04-01 02:14:57 main:574] : INFO : Epoch 2023 | loss: 0.0311747 | val_loss: 0.03118 | Time: 1640.97 ms [2022-04-01 02:14:59 main:574] : INFO : Epoch 2024 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 1642.36 ms [2022-04-01 02:15:00 main:574] : INFO : Epoch 2025 | loss: 0.0311759 | val_loss: 0.0311826 | Time: 1651.12 ms [2022-04-01 02:15:02 main:574] : INFO : Epoch 2026 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 1638.89 ms [2022-04-01 02:15:03 main:574] : INFO : Epoch 2027 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1639.33 ms [2022-04-01 02:15:05 main:574] : INFO : Epoch 2028 | loss: 0.031174 | val_loss: 0.0311803 | Time: 1647.02 ms [2022-04-01 02:15:07 main:574] : INFO : Epoch 2029 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 1639.7 ms [2022-04-01 02:15:08 main:574] : INFO : Epoch 2030 | loss: 0.0311738 | val_loss: 0.031181 | Time: 1638.08 ms [2022-04-01 02:15:10 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.031182 | Time: 1640.94 ms [2022-04-01 02:15:12 main:574] : INFO : Epoch 2032 | loss: 0.0311738 | val_loss: 0.0311827 | Time: 1631.3 ms [2022-04-01 02:15:13 main:574] : INFO : Epoch 2033 | loss: 0.031174 | val_loss: 0.0311825 | Time: 1642.74 ms [2022-04-01 02:15:15 main:574] : INFO : Epoch 2034 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 1630.76 ms [2022-04-01 02:15:17 main:574] : INFO : Epoch 2035 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 1649.18 ms [2022-04-01 02:15:18 main:574] : INFO : Epoch 2036 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 1649.78 ms [2022-04-01 02:15:20 main:574] : INFO : Epoch 2037 | loss: 0.031173 | val_loss: 0.0311812 | Time: 1642.74 ms [2022-04-01 02:15:22 main:574] : INFO : Epoch 2038 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 1648.03 ms [2022-04-01 02:15:23 main:574] : INFO : Epoch 2039 | loss: 0.0311785 | val_loss: 0.03119 | Time: 1649.77 ms [2022-04-01 02:15:25 main:574] : INFO : Epoch 2040 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 1636.38 ms [2022-04-01 02:15:27 main:574] : INFO : Epoch 2041 | loss: 0.0311944 | val_loss: 0.0311974 | Time: 1647.85 ms [2022-04-01 02:15:28 main:574] : INFO : Epoch 2042 | loss: 0.0311976 | val_loss: 0.0311931 | Time: 1631.03 ms [2022-04-01 02:15:30 main:574] : INFO : Epoch 2043 | loss: 0.0311963 | val_loss: 0.031194 | Time: 1635.37 ms [2022-04-01 02:15:31 main:574] : INFO : Epoch 2044 | loss: 0.031198 | val_loss: 0.0311957 | Time: 1645.49 ms [2022-04-01 02:15:33 main:574] : INFO : Epoch 2045 | loss: 0.0311969 | val_loss: 0.0311929 | Time: 1638.23 ms [2022-04-01 02:15:35 main:574] : INFO : Epoch 2046 | loss: 0.0311929 | val_loss: 0.0311948 | Time: 1639.99 ms [2022-04-01 02:15:36 main:574] : INFO : Epoch 2047 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 1644.53 ms [2022-04-01 02:15:38 main:574] : INFO : Epoch 2048 | loss: 0.0311934 | val_loss: 0.0311917 | Time: 1629.58 ms [2022-04-01 02:15:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311917 [2022-04-01 02:15:38 main:603] : INFO : Saving end state to config to file [2022-04-01 02:15:38 main:608] : INFO : Success, exiting.. 02:15:38 (47088): 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)