Task 14234515
| Name | ParityModified-1647040082-22838-3-0_0 |
| Workunit | 11292548 |
| Created | 2 Apr 2022, 7:21:42 UTC |
| Sent | 10 Apr 2022, 12:04:36 UTC |
| Report deadline | 18 Apr 2022, 12:04:36 UTC |
| Received | 11 Apr 2022, 1:55:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 20 sec |
| CPU time | 55 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ng DataLoader into Memory [2022-04-11 03:39:23 main:562] : INFO : Starting Training [2022-04-11 03:39:25 main:574] : INFO : Epoch 1543 | loss: 0.0311956 | val_loss: 0.0311797 | Time: 1840.01 ms [2022-04-11 03:39:26 main:574] : INFO : Epoch 1544 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 1639.33 ms [2022-04-11 03:39:28 main:574] : INFO : Epoch 1545 | loss: 0.0311734 | val_loss: 0.0311823 | Time: 1643.2 ms [2022-04-11 03:39:30 main:574] : INFO : Epoch 1546 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 1641.29 ms [2022-04-11 03:39:31 main:574] : INFO : Epoch 1547 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 1647.39 ms [2022-04-11 03:39:33 main:574] : INFO : Epoch 1548 | loss: 0.0311717 | val_loss: 0.0311785 | Time: 1646.6 ms [2022-04-11 03:39:35 main:574] : INFO : Epoch 1549 | loss: 0.0311722 | val_loss: 0.031179 | Time: 1656.19 ms [2022-04-11 03:39:36 main:574] : INFO : Epoch 1550 | loss: 0.0311733 | val_loss: 0.0311823 | Time: 1651.46 ms [2022-04-11 03:39:38 main:574] : INFO : Epoch 1551 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 1644.84 ms [2022-04-11 03:39:39 main:574] : INFO : Epoch 1552 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 1648.02 ms [2022-04-11 03:39:41 main:574] : INFO : Epoch 1553 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1644.71 ms [2022-04-11 03:39:43 main:574] : INFO : Epoch 1554 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 1641.62 ms [2022-04-11 03:39:44 main:574] : INFO : Epoch 1555 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 1650.49 ms [2022-04-11 03:39:46 main:574] : INFO : Epoch 1556 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 1643.73 ms [2022-04-11 03:39:48 main:574] : INFO : Epoch 1557 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 1647.89 ms [2022-04-11 03:39:49 main:574] : INFO : Epoch 1558 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1649.42 ms [2022-04-11 03:39:51 main:574] : INFO : Epoch 1559 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 1644.35 ms [2022-04-11 03:39:53 main:574] : INFO : Epoch 1560 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1654.31 ms [2022-04-11 03:39:54 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1659.16 ms [2022-04-11 03:39:56 main:574] : INFO : Epoch 1562 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 1648.72 ms [2022-04-11 03:39:58 main:574] : INFO : Epoch 1563 | loss: 0.031172 | val_loss: 0.0311773 | Time: 1653.88 ms [2022-04-11 03:39:59 main:574] : INFO : Epoch 1564 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1644.59 ms [2022-04-11 03:40:01 main:574] : INFO : Epoch 1565 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 1649.52 ms [2022-04-11 03:40:03 main:574] : INFO : Epoch 1566 | loss: 0.031172 | val_loss: 0.0311789 | Time: 1645.99 ms [2022-04-11 03:40:04 main:574] : INFO : Epoch 1567 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 1653.53 ms [2022-04-11 03:40:06 main:574] : INFO : Epoch 1568 | loss: 0.0311723 | val_loss: 0.0311795 | Time: 1643.39 ms [2022-04-11 03:40:08 main:574] : INFO : Epoch 1569 | loss: 0.0311719 | val_loss: 0.0311764 | Time: 1650.33 ms [2022-04-11 03:40:09 main:574] : INFO : Epoch 1570 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 1650.28 ms [2022-04-11 03:40:11 main:574] : INFO : Epoch 1571 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 1640.6 ms [2022-04-11 03:40:13 main:574] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.0311782 | Time: 1646.9 ms [2022-04-11 03:40:14 main:574] : INFO : Epoch 1573 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 1636.55 ms [2022-04-11 03:40:16 main:574] : INFO : Epoch 1574 | loss: 0.03117 | val_loss: 0.0311771 | Time: 1652.97 ms [2022-04-11 03:40:18 main:574] : INFO : Epoch 1575 | loss: 0.03117 | val_loss: 0.0311781 | Time: 1645.89 ms [2022-04-11 03:40:19 main:574] : INFO : Epoch 1576 | loss: 0.0311699 | val_loss: 0.0311771 | Time: 1639.4 ms [2022-04-11 03:40:21 main:574] : INFO : Epoch 1577 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 1648.06 ms [2022-04-11 03:40:22 main:574] : INFO : Epoch 1578 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 1628.65 ms [2022-04-11 03:40:24 main:574] : INFO : Epoch 1579 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 1653.84 ms [2022-04-11 03:40:26 main:574] : INFO : Epoch 1580 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 1649.78 ms [2022-04-11 03:40:27 main:574] : INFO : Epoch 1581 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 1646.11 ms [2022-04-11 03:40:39 main:574] : INFO : Epoch 1582 | loss: 0.0311696 | val_loss: 0.0311844 | Time: 11817 ms [2022-04-11 03:40:41 main:574] : INFO : Epoch 1583 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1878.8 ms [2022-04-11 03:40:43 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 1634.88 ms [2022-04-11 03:40:44 main:574] : INFO : Epoch 1585 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 1637.74 ms [2022-04-11 03:40:46 main:574] : INFO : Epoch 1586 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 1650.25 ms [2022-04-11 03:40:48 main:574] : INFO : Epoch 1587 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 1637.92 ms [2022-04-11 03:40:49 main:574] : INFO : Epoch 1588 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 1638.79 ms [2022-04-11 03:40:51 main:574] : INFO : Epoch 1589 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1635.55 ms [2022-04-11 03:40:53 main:574] : INFO : Epoch 1590 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 1629.27 ms [2022-04-11 03:40:54 main:574] : INFO : Epoch 1591 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1638.74 ms [2022-04-11 03:40:56 main:574] : INFO : Epoch 1592 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 1628.12 ms [2022-04-11 03:40:58 main:574] : INFO : Epoch 1593 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1635.44 ms [2022-04-11 03:40:59 main:574] : INFO : Epoch 1594 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 1633.28 ms [2022-04-11 03:41:01 main:574] : INFO : Epoch 1595 | loss: 0.0311705 | val_loss: 0.031178 | Time: 1638.86 ms [2022-04-11 03:41:02 main:574] : INFO : Epoch 1596 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1637.71 ms [2022-04-11 03:41:04 main:574] : INFO : Epoch 1597 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 1630.5 ms [2022-04-11 03:41:06 main:574] : INFO : Epoch 1598 | loss: 0.0311693 | val_loss: 0.0311841 | Time: 1640.86 ms [2022-04-11 03:41:07 main:574] : INFO : Epoch 1599 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 1639.11 ms [2022-04-11 03:41:09 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 1628.02 ms [2022-04-11 03:41:11 main:574] : INFO : Epoch 1601 | loss: 0.0311723 | val_loss: 0.0311853 | Time: 1632.83 ms [2022-04-11 03:41:12 main:574] : INFO : Epoch 1602 | loss: 0.031174 | val_loss: 0.0311805 | Time: 1635.28 ms [2022-04-11 03:41:14 main:574] : INFO : Epoch 1603 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 1643.23 ms [2022-04-11 03:41:16 main:574] : INFO : Epoch 1604 | loss: 0.0311842 | val_loss: 0.0311843 | Time: 1629.95 ms [2022-04-11 03:41:17 main:574] : INFO : Epoch 1605 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 1639.2 ms [2022-04-11 03:41:19 main:574] : INFO : Epoch 1606 | loss: 0.0311815 | val_loss: 0.0311847 | Time: 1637.82 ms [2022-04-11 03:41:20 main:574] : INFO : Epoch 1607 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 1629.79 ms [2022-04-11 03:41:22 main:574] : INFO : Epoch 1608 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 1629.78 ms [2022-04-11 03:41:24 main:574] : INFO : Epoch 1609 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 1645.01 ms [2022-04-11 03:41:25 main:574] : INFO : Epoch 1610 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 1644.04 ms [2022-04-11 03:41:27 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 1626.92 ms [2022-04-11 03:41:29 main:574] : INFO : Epoch 1612 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 1634.97 ms [2022-04-11 03:41:41 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 12041.7 ms [2022-04-11 03:41:42 main:574] : INFO : Epoch 1614 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1631.52 ms [2022-04-11 03:41:44 main:574] : INFO : Epoch 1615 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1636.03 ms [2022-04-11 03:41:46 main:574] : INFO : Epoch 1616 | loss: 0.031177 | val_loss: 0.0311807 | Time: 1643.03 ms [2022-04-11 03:41:47 main:574] : INFO : Epoch 1617 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 1632.08 ms [2022-04-11 03:41:49 main:574] : INFO : Epoch 1618 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1641.18 ms [2022-04-11 03:41:51 main:574] : INFO : Epoch 1619 | loss: 0.031178 | val_loss: 0.0311857 | Time: 1646.89 ms [2022-04-11 03:41:52 main:574] : INFO : Epoch 1620 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1644.86 ms [2022-04-11 03:41:54 main:574] : INFO : Epoch 1621 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 1642.38 ms [2022-04-11 03:41:56 main:574] : INFO : Epoch 1622 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 1641.21 ms [2022-04-11 03:41:57 main:574] : INFO : Epoch 1623 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 1631.7 ms [2022-04-11 03:41:59 main:574] : INFO : Epoch 1624 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1636.5 ms [2022-04-11 03:42:00 main:574] : INFO : Epoch 1625 | loss: 0.0311768 | val_loss: 0.0311871 | Time: 1629.14 ms [2022-04-11 03:42:02 main:574] : INFO : Epoch 1626 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 1635.04 ms [2022-04-11 03:42:04 main:574] : INFO : Epoch 1627 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 1634.03 ms [2022-04-11 03:42:05 main:574] : INFO : Epoch 1628 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 1639.06 ms [2022-04-11 03:42:07 main:574] : INFO : Epoch 1629 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1644.59 ms [2022-04-11 03:42:09 main:574] : INFO : Epoch 1630 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 1642.16 ms [2022-04-11 03:42:10 main:574] : INFO : Epoch 1631 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 1630.28 ms [2022-04-11 03:42:12 main:574] : INFO : Epoch 1632 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 1644.03 ms [2022-04-11 03:42:14 main:574] : INFO : Epoch 1633 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 1632.98 ms [2022-04-11 03:42:15 main:574] : INFO : Epoch 1634 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1634.01 ms [2022-04-11 03:42:17 main:574] : INFO : Epoch 1635 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 1633.87 ms [2022-04-11 03:42:19 main:574] : INFO : Epoch 1636 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 1636.26 ms [2022-04-11 03:42:20 main:574] : INFO : Epoch 1637 | loss: 0.031179 | val_loss: 0.0311806 | Time: 1647.95 ms [2022-04-11 03:42:22 main:574] : INFO : Epoch 1638 | loss: 0.0311776 | val_loss: 0.0311834 | Time: 1643.1 ms [2022-04-11 03:42:23 main:574] : INFO : Epoch 1639 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 1639.13 ms [2022-04-11 03:42:25 main:574] : INFO : Epoch 1640 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 1639.15 ms [2022-04-11 03:42:27 main:574] : INFO : Epoch 1641 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 1644.2 ms [2022-04-11 03:42:28 main:574] : INFO : Epoch 1642 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 1640.77 ms [2022-04-11 03:42:40 main:574] : INFO : Epoch 1643 | loss: 0.0311746 | val_loss: 0.0311829 | Time: 11743.1 ms [2022-04-11 03:42:42 main:574] : INFO : Epoch 1644 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 1951.05 ms [2022-04-11 03:42:44 main:574] : INFO : Epoch 1645 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 1637.33 ms [2022-04-11 03:42:45 main:574] : INFO : Epoch 1646 | loss: 0.0311751 | val_loss: 0.0311834 | Time: 1643.13 ms [2022-04-11 03:42:47 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 1645.2 ms [2022-04-11 03:42:49 main:574] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 1643.56 ms [2022-04-11 03:42:50 main:574] : INFO : Epoch 1649 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 1621.02 ms [2022-04-11 03:42:52 main:574] : INFO : Epoch 1650 | loss: 0.0311739 | val_loss: 0.031182 | Time: 1638.31 ms [2022-04-11 03:42:54 main:574] : INFO : Epoch 1651 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 1641.83 ms [2022-04-11 03:42:55 main:574] : INFO : Epoch 1652 | loss: 0.0311738 | val_loss: 0.031183 | Time: 1633.8 ms [2022-04-11 03:42:57 main:574] : INFO : Epoch 1653 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 1637.8 ms [2022-04-11 03:42:59 main:574] : INFO : Epoch 1654 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 1638.35 ms [2022-04-11 03:43:00 main:574] : INFO : Epoch 1655 | loss: 0.031172 | val_loss: 0.0311805 | Time: 1633.85 ms [2022-04-11 03:43:02 main:574] : INFO : Epoch 1656 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 1638.46 ms [2022-04-11 03:43:03 main:574] : INFO : Epoch 1657 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 1639.85 ms [2022-04-11 03:43:05 main:574] : INFO : Epoch 1658 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 1634.8 ms [2022-04-11 03:43:07 main:574] : INFO : Epoch 1659 | loss: 0.0311747 | val_loss: 0.031182 | Time: 1636.36 ms [2022-04-11 03:43:08 main:574] : INFO : Epoch 1660 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1637.69 ms [2022-04-11 03:43:10 main:574] : INFO : Epoch 1661 | loss: 0.0311759 | val_loss: 0.0311833 | Time: 1642.42 ms [2022-04-11 03:43:12 main:574] : INFO : Epoch 1662 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 1641.12 ms [2022-04-11 03:43:13 main:574] : INFO : Epoch 1663 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 1644.35 ms [2022-04-11 03:43:15 main:574] : INFO : Epoch 1664 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 1632.54 ms [2022-04-11 03:43:17 main:574] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 1639.43 ms [2022-04-11 03:43:18 main:574] : INFO : Epoch 1666 | loss: 0.0311747 | val_loss: 0.031182 | Time: 1641.23 ms [2022-04-11 03:43:20 main:574] : INFO : Epoch 1667 | loss: 0.031177 | val_loss: 0.03118 | Time: 1636.07 ms [2022-04-11 03:43:22 main:574] : INFO : Epoch 1668 | loss: 0.031176 | val_loss: 0.0311822 | Time: 1633.82 ms [2022-04-11 03:43:23 main:574] : INFO : Epoch 1669 | loss: 0.0311753 | val_loss: 0.031182 | Time: 1629.9 ms [2022-04-11 03:43:25 main:574] : INFO : Epoch 1670 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 1639.44 ms [2022-04-11 03:43:26 main:574] : INFO : Epoch 1671 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 1635.49 ms [2022-04-11 03:43:28 main:574] : INFO : Epoch 1672 | loss: 0.0311751 | val_loss: 0.031183 | Time: 1645.01 ms [2022-04-11 03:43:30 main:574] : INFO : Epoch 1673 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 1636.52 ms [2022-04-11 03:43:31 main:574] : INFO : Epoch 1674 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 1629.53 ms [2022-04-11 03:43:33 main:574] : INFO : Epoch 1675 | loss: 0.031173 | val_loss: 0.0311838 | Time: 1636.55 ms [2022-04-11 03:43:35 main:574] : INFO : Epoch 1676 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 1636.71 ms [2022-04-11 03:43:36 main:574] : INFO : Epoch 1677 | loss: 0.0311723 | val_loss: 0.031185 | Time: 1636.36 ms [2022-04-11 03:43:38 main:574] : INFO : Epoch 1678 | loss: 0.0311722 | val_loss: 0.031185 | Time: 1647.39 ms [2022-04-11 03:43:40 main:574] : INFO : Epoch 1679 | loss: 0.0311713 | val_loss: 0.0311851 | Time: 1633.65 ms [2022-04-11 03:43:41 main:574] : INFO : Epoch 1680 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 1640.06 ms [2022-04-11 03:43:43 main:574] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.031183 | Time: 1633.62 ms [2022-04-11 03:43:45 main:574] : INFO : Epoch 1682 | loss: 0.0311709 | val_loss: 0.031183 | Time: 1643.42 ms [2022-04-11 03:43:46 main:574] : INFO : Epoch 1683 | loss: 0.0311714 | val_loss: 0.031183 | Time: 1643.81 ms [2022-04-11 03:43:48 main:574] : INFO : Epoch 1684 | loss: 0.031171 | val_loss: 0.0311837 | Time: 1630.55 ms [2022-04-11 03:43:50 main:574] : INFO : Epoch 1685 | loss: 0.0311711 | val_loss: 0.0311848 | Time: 1639.4 ms [2022-04-11 03:44:02 main:574] : INFO : Epoch 1686 | loss: 0.0311719 | val_loss: 0.0311843 | Time: 12034 ms [2022-04-11 03:44:03 main:574] : INFO : Epoch 1687 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 1694.89 ms [2022-04-11 03:44:05 main:574] : INFO : Epoch 1688 | loss: 0.0311729 | val_loss: 0.0311845 | Time: 1633.67 ms [2022-04-11 03:44:07 main:574] : INFO : Epoch 1689 | loss: 0.0311719 | val_loss: 0.0311832 | Time: 1639.43 ms [2022-04-11 03:44:08 main:574] : INFO : Epoch 1690 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 1638.7 ms [2022-04-11 03:44:10 main:574] : INFO : Epoch 1691 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1637.01 ms [2022-04-11 03:44:11 main:574] : INFO : Epoch 1692 | loss: 0.031171 | val_loss: 0.0311845 | Time: 1637.3 ms [2022-04-11 03:44:13 main:574] : INFO : Epoch 1693 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 1632.1 ms [2022-04-11 03:44:15 main:574] : INFO : Epoch 1694 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 1644.89 ms [2022-04-11 03:44:16 main:574] : INFO : Epoch 1695 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 1635.24 ms [2022-04-11 03:44:18 main:574] : INFO : Epoch 1696 | loss: 0.0311704 | val_loss: 0.0311848 | Time: 1642.84 ms [2022-04-11 03:44:20 main:574] : INFO : Epoch 1697 | loss: 0.0311702 | val_loss: 0.031185 | Time: 1645.31 ms [2022-04-11 03:44:21 main:574] : INFO : Epoch 1698 | loss: 0.0311714 | val_loss: 0.0311855 | Time: 1638.29 ms [2022-04-11 03:44:23 main:574] : INFO : Epoch 1699 | loss: 0.0311709 | val_loss: 0.031184 | Time: 1643.06 ms [2022-04-11 03:44:25 main:574] : INFO : Epoch 1700 | loss: 0.0311709 | val_loss: 0.0311846 | Time: 1630.71 ms [2022-04-11 03:44:26 main:574] : INFO : Epoch 1701 | loss: 0.0311731 | val_loss: 0.0311857 | Time: 1635.52 ms [2022-04-11 03:44:28 main:574] : INFO : Epoch 1702 | loss: 0.0311719 | val_loss: 0.031183 | Time: 1639.05 ms [2022-04-11 03:44:30 main:574] : INFO : Epoch 1703 | loss: 0.0311721 | val_loss: 0.0311966 | Time: 1641.11 ms [2022-04-11 03:44:31 main:574] : INFO : Epoch 1704 | loss: 0.031209 | val_loss: 0.0331823 | Time: 1635.03 ms [2022-04-11 03:44:33 main:574] : INFO : Epoch 1705 | loss: 0.0363597 | val_loss: 0.0611427 | Time: 1625.31 ms [2022-04-11 03:44:34 main:574] : INFO : Epoch 1706 | loss: 0.0356536 | val_loss: 0.0321575 | Time: 1631.33 ms [2022-04-11 03:44:36 main:574] : INFO : Epoch 1707 | loss: 0.0316569 | val_loss: 0.0313584 | Time: 1649.16 ms [2022-04-11 03:44:38 main:574] : INFO : Epoch 1708 | loss: 0.0312781 | val_loss: 0.0312335 | Time: 1637.85 ms [2022-04-11 03:44:39 main:574] : INFO : Epoch 1709 | loss: 0.0312187 | val_loss: 0.0312112 | Time: 1640.41 ms [2022-04-11 03:44:41 main:574] : INFO : Epoch 1710 | loss: 0.0312036 | val_loss: 0.0312013 | Time: 1645.56 ms [2022-04-11 03:44:43 main:574] : INFO : Epoch 1711 | loss: 0.0311961 | val_loss: 0.0311974 | Time: 1639.91 ms [2022-04-11 03:44:44 main:574] : INFO : Epoch 1712 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 1642.51 ms [2022-04-11 03:44:46 main:574] : INFO : Epoch 1713 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 1639.6 ms [2022-04-11 03:44:48 main:574] : INFO : Epoch 1714 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 1633.91 ms [2022-04-11 03:44:49 main:574] : INFO : Epoch 1715 | loss: 0.031188 | val_loss: 0.0311918 | Time: 1633.03 ms [2022-04-11 03:44:51 main:574] : INFO : Epoch 1716 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 1628.12 ms [2022-04-11 03:45:03 main:574] : INFO : Epoch 1717 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 12014.1 ms [2022-04-11 03:45:05 main:574] : INFO : Epoch 1718 | loss: 0.031184 | val_loss: 0.0311891 | Time: 1623.41 ms [2022-04-11 03:45:06 main:574] : INFO : Epoch 1719 | loss: 0.031183 | val_loss: 0.0311881 | Time: 1633.53 ms [2022-04-11 03:45:08 main:574] : INFO : Epoch 1720 | loss: 0.0311828 | val_loss: 0.0311878 | Time: 1647.6 ms [2022-04-11 03:45:09 main:574] : INFO : Epoch 1721 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 1645.1 ms [2022-04-11 03:45:11 main:574] : INFO : Epoch 1722 | loss: 0.031182 | val_loss: 0.0311869 | Time: 1633.25 ms [2022-04-11 03:45:13 main:574] : INFO : Epoch 1723 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 1648.87 ms [2022-04-11 03:45:14 main:574] : INFO : Epoch 1724 | loss: 0.0311811 | val_loss: 0.0311881 | Time: 1637.09 ms [2022-04-11 03:45:16 main:574] : INFO : Epoch 1725 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 1629.7 ms [2022-04-11 03:45:18 main:574] : INFO : Epoch 1726 | loss: 0.0311809 | val_loss: 0.0311891 | Time: 1635.99 ms [2022-04-11 03:45:19 main:574] : INFO : Epoch 1727 | loss: 0.0311805 | val_loss: 0.0311867 | Time: 1631.71 ms [2022-04-11 03:45:21 main:574] : INFO : Epoch 1728 | loss: 0.0311803 | val_loss: 0.031186 | Time: 1634.06 ms [2022-04-11 03:45:23 main:574] : INFO : Epoch 1729 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 1638.41 ms [2022-04-11 03:45:24 main:574] : INFO : Epoch 1730 | loss: 0.0311798 | val_loss: 0.0311859 | Time: 1638.64 ms [2022-04-11 03:45:26 main:574] : INFO : Epoch 1731 | loss: 0.03118 | val_loss: 0.0311879 | Time: 1626.59 ms [2022-04-11 03:45:28 main:574] : INFO : Epoch 1732 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 1636.85 ms [2022-04-11 03:45:29 main:574] : INFO : Epoch 1733 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 1642.52 ms [2022-04-11 03:45:31 main:574] : INFO : Epoch 1734 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 1640.34 ms [2022-04-11 03:45:32 main:574] : INFO : Epoch 1735 | loss: 0.031179 | val_loss: 0.0311852 | Time: 1635.02 ms [2022-04-11 03:45:34 main:574] : INFO : Epoch 1736 | loss: 0.0311783 | val_loss: 0.0311863 | Time: 1642.51 ms [2022-04-11 03:45:36 main:574] : INFO : Epoch 1737 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 1623.34 ms [2022-04-11 03:45:37 main:574] : INFO : Epoch 1738 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1645.35 ms [2022-04-11 03:45:39 main:574] : INFO : Epoch 1739 | loss: 0.0311772 | val_loss: 0.0311855 | Time: 1643.31 ms [2022-04-11 03:45:41 main:574] : INFO : Epoch 1740 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 1632.68 ms [2022-04-11 03:45:53 main:574] : INFO : Epoch 1741 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 12036.7 ms [2022-04-11 03:45:54 main:574] : INFO : Epoch 1742 | loss: 0.0311769 | val_loss: 0.0311847 | Time: 1650.29 ms [2022-04-11 03:45:56 main:574] : INFO : Epoch 1743 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 1628.4 ms [2022-04-11 03:45:58 main:574] : INFO : Epoch 1744 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 1638.93 ms [2022-04-11 03:45:59 main:574] : INFO : Epoch 1745 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 1631.4 ms [2022-04-11 03:46:01 main:574] : INFO : Epoch 1746 | loss: 0.0311763 | val_loss: 0.0311838 | Time: 1634.64 ms [2022-04-11 03:46:03 main:574] : INFO : Epoch 1747 | loss: 0.0311756 | val_loss: 0.0311842 | Time: 1625.86 ms [2022-04-11 03:46:04 main:574] : INFO : Epoch 1748 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 1629.99 ms [2022-04-11 03:46:06 main:574] : INFO : Epoch 1749 | loss: 0.0311764 | val_loss: 0.0311852 | Time: 1636.36 ms [2022-04-11 03:46:07 main:574] : INFO : Epoch 1750 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 1632.93 ms [2022-04-11 03:46:09 main:574] : INFO : Epoch 1751 | loss: 0.0311761 | val_loss: 0.0311842 | Time: 1648.42 ms [2022-04-11 03:46:11 main:574] : INFO : Epoch 1752 | loss: 0.0311755 | val_loss: 0.0311847 | Time: 1637.05 ms [2022-04-11 03:46:12 main:574] : INFO : Epoch 1753 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 1629.28 ms [2022-04-11 03:46:14 main:574] : INFO : Epoch 1754 | loss: 0.0311756 | val_loss: 0.0311842 | Time: 1653.08 ms [2022-04-11 03:46:16 main:574] : INFO : Epoch 1755 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 1632.76 ms [2022-04-11 03:46:17 main:574] : INFO : Epoch 1756 | loss: 0.0311759 | val_loss: 0.0311841 | Time: 1642.99 ms [2022-04-11 03:46:19 main:574] : INFO : Epoch 1757 | loss: 0.0311765 | val_loss: 0.0311848 | Time: 1640.66 ms [2022-04-11 03:46:21 main:574] : INFO : Epoch 1758 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 1635.44 ms [2022-04-11 03:46:22 main:574] : INFO : Epoch 1759 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 1635.97 ms [2022-04-11 03:46:24 main:574] : INFO : Epoch 1760 | loss: 0.0311751 | val_loss: 0.031184 | Time: 1634.74 ms [2022-04-11 03:46:26 main:574] : INFO : Epoch 1761 | loss: 0.0311746 | val_loss: 0.0311835 | Time: 1645.43 ms [2022-04-11 03:46:27 main:574] : INFO : Epoch 1762 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 1643.46 ms [2022-04-11 03:46:29 main:574] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 1645.77 ms [2022-04-11 03:46:31 main:574] : INFO : Epoch 1764 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 1644.05 ms [2022-04-11 03:46:32 main:574] : INFO : Epoch 1765 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 1649.21 ms [2022-04-11 03:46:34 main:574] : INFO : Epoch 1766 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 1639.18 ms [2022-04-11 03:46:35 main:574] : INFO : Epoch 1767 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 1635.05 ms [2022-04-11 03:46:37 main:574] : INFO : Epoch 1768 | loss: 0.0311734 | val_loss: 0.0311836 | Time: 1636.72 ms [2022-04-11 03:46:39 main:574] : INFO : Epoch 1769 | loss: 0.0311728 | val_loss: 0.031183 | Time: 1634.07 ms [2022-04-11 03:46:40 main:574] : INFO : Epoch 1770 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1631.43 ms [2022-04-11 03:46:42 main:574] : INFO : Epoch 1771 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 1633.11 ms [2022-04-11 03:46:44 main:574] : INFO : Epoch 1772 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 1628.87 ms [2022-04-11 03:46:45 main:574] : INFO : Epoch 1773 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 1631.32 ms [2022-04-11 03:46:47 main:574] : INFO : Epoch 1774 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 1624.77 ms [2022-04-11 03:46:49 main:574] : INFO : Epoch 1775 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1630.16 ms [2022-04-11 03:46:50 main:574] : INFO : Epoch 1776 | loss: 0.0311727 | val_loss: 0.0311864 | Time: 1625.47 ms [2022-04-11 03:46:52 main:574] : INFO : Epoch 1777 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 1640.5 ms [2022-04-11 03:46:53 main:574] : INFO : Epoch 1778 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 1648.82 ms [2022-04-11 03:46:55 main:574] : INFO : Epoch 1779 | loss: 0.031173 | val_loss: 0.0311842 | Time: 1640.53 ms [2022-04-11 03:46:57 main:574] : INFO : Epoch 1780 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 1632.12 ms [2022-04-11 03:46:58 main:574] : INFO : Epoch 1781 | loss: 0.031172 | val_loss: 0.0311825 | Time: 1629.48 ms [2022-04-11 03:47:00 main:574] : INFO : Epoch 1782 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 1648.78 ms [2022-04-11 03:47:02 main:574] : INFO : Epoch 1783 | loss: 0.031172 | val_loss: 0.0311816 | Time: 1639.45 ms [2022-04-11 03:47:03 main:574] : INFO : Epoch 1784 | loss: 0.031172 | val_loss: 0.0311826 | Time: 1648.41 ms [2022-04-11 03:47:05 main:574] : INFO : Epoch 1785 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 1643.07 ms [2022-04-11 03:47:07 main:574] : INFO : Epoch 1786 | loss: 0.0311718 | val_loss: 0.031184 | Time: 1632.2 ms [2022-04-11 03:47:08 main:574] : INFO : Epoch 1787 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 1634.84 ms [2022-04-11 03:47:10 main:574] : INFO : Epoch 1788 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 1631.46 ms [2022-04-11 03:47:12 main:574] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 1640.38 ms [2022-04-11 03:47:13 main:574] : INFO : Epoch 1790 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1643.56 ms [2022-04-11 03:47:15 main:574] : INFO : Epoch 1791 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 1641.15 ms [2022-04-11 03:47:17 main:574] : INFO : Epoch 1792 | loss: 0.0311712 | val_loss: 0.0311825 | Time: 1640.05 ms [2022-04-11 03:47:18 main:574] : INFO : Epoch 1793 | loss: 0.0311724 | val_loss: 0.0311868 | Time: 1621.42 ms [2022-04-11 03:47:20 main:574] : INFO : Epoch 1794 | loss: 0.0311751 | val_loss: 0.0311854 | Time: 1642.85 ms [2022-04-11 03:47:21 main:574] : INFO : Epoch 1795 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 1642.69 ms [2022-04-11 03:47:23 main:574] : INFO : Epoch 1796 | loss: 0.0311714 | val_loss: 0.0311826 | Time: 1636.78 ms [2022-04-11 03:47:25 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 1639.3 ms [2022-04-11 03:47:26 main:574] : INFO : Epoch 1798 | loss: 0.0311704 | val_loss: 0.0311824 | Time: 1632.55 ms [2022-04-11 03:47:28 main:574] : INFO : Epoch 1799 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 1646.97 ms [2022-04-11 03:47:30 main:574] : INFO : Epoch 1800 | loss: 0.0311714 | val_loss: 0.0311832 | Time: 1639 ms [2022-04-11 03:47:31 main:574] : INFO : Epoch 1801 | loss: 0.0311709 | val_loss: 0.0311828 | Time: 1638.58 ms [2022-04-11 03:47:33 main:574] : INFO : Epoch 1802 | loss: 0.031171 | val_loss: 0.0311837 | Time: 1642.33 ms [2022-04-11 03:47:35 main:574] : INFO : Epoch 1803 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 1628.58 ms [2022-04-11 03:47:36 main:574] : INFO : Epoch 1804 | loss: 0.0311708 | val_loss: 0.0311829 | Time: 1638.67 ms [2022-04-11 03:47:38 main:574] : INFO : Epoch 1805 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 1644.59 ms [2022-04-11 03:47:40 main:574] : INFO : Epoch 1806 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 1641.06 ms [2022-04-11 03:47:41 main:574] : INFO : Epoch 1807 | loss: 0.0311703 | val_loss: 0.0311823 | Time: 1635.22 ms [2022-04-11 03:47:43 main:574] : INFO : Epoch 1808 | loss: 0.03117 | val_loss: 0.0311817 | Time: 1632.19 ms [2022-04-11 03:47:44 main:574] : INFO : Epoch 1809 | loss: 0.0311714 | val_loss: 0.031183 | Time: 1635.92 ms [2022-04-11 03:47:46 main:574] : INFO : Epoch 1810 | loss: 0.0311731 | val_loss: 0.0311835 | Time: 1634.63 ms [2022-04-11 03:47:48 main:574] : INFO : Epoch 1811 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1647.51 ms [2022-04-11 03:47:49 main:574] : INFO : Epoch 1812 | loss: 0.0311717 | val_loss: 0.0311826 | Time: 1639.48 ms [2022-04-11 03:47:51 main:574] : INFO : Epoch 1813 | loss: 0.0311711 | val_loss: 0.0311825 | Time: 1635.52 ms [2022-04-11 03:47:53 main:574] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311822 | Time: 1634.84 ms [2022-04-11 03:48:05 main:574] : INFO : Epoch 1815 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 11980.5 ms [2022-04-11 03:48:06 main:574] : INFO : Epoch 1816 | loss: 0.0311722 | val_loss: 0.0311828 | Time: 1639.94 ms [2022-04-11 03:48:08 main:574] : INFO : Epoch 1817 | loss: 0.0311706 | val_loss: 0.0311824 | Time: 1632.8 ms [2022-04-11 03:48:10 main:574] : INFO : Epoch 1818 | loss: 0.03117 | val_loss: 0.0311822 | Time: 1641.02 ms [2022-04-11 03:48:11 main:574] : INFO : Epoch 1819 | loss: 0.03117 | val_loss: 0.0311826 | Time: 1634.56 ms [2022-04-11 03:48:13 main:574] : INFO : Epoch 1820 | loss: 0.03117 | val_loss: 0.0311817 | Time: 1631.98 ms [2022-04-11 03:48:14 main:574] : INFO : Epoch 1821 | loss: 0.0311715 | val_loss: 0.0311869 | Time: 1624.27 ms [2022-04-11 03:48:16 main:574] : INFO : Epoch 1822 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 1644.03 ms [2022-04-11 03:48:18 main:574] : INFO : Epoch 1823 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 1635.72 ms [2022-04-11 03:48:19 main:574] : INFO : Epoch 1824 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1636.92 ms [2022-04-11 03:48:21 main:574] : INFO : Epoch 1825 | loss: 0.0311714 | val_loss: 0.0311824 | Time: 1640.82 ms [2022-04-11 03:48:23 main:574] : INFO : Epoch 1826 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 1635.75 ms [2022-04-11 03:48:24 main:574] : INFO : Epoch 1827 | loss: 0.031171 | val_loss: 0.0311819 | Time: 1633.86 ms [2022-04-11 03:48:26 main:574] : INFO : Epoch 1828 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 1639.88 ms [2022-04-11 03:48:28 main:574] : INFO : Epoch 1829 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 1642.86 ms [2022-04-11 03:48:29 main:574] : INFO : Epoch 1830 | loss: 0.0311703 | val_loss: 0.0311821 | Time: 1636.68 ms [2022-04-11 03:48:31 main:574] : INFO : Epoch 1831 | loss: 0.0311699 | val_loss: 0.0311821 | Time: 1632.72 ms [2022-04-11 03:48:33 main:574] : INFO : Epoch 1832 | loss: 0.0311702 | val_loss: 0.0311825 | Time: 1643.38 ms [2022-04-11 03:48:34 main:574] : INFO : Epoch 1833 | loss: 0.0311699 | val_loss: 0.0311814 | Time: 1634.37 ms [2022-04-11 03:48:36 main:574] : INFO : Epoch 1834 | loss: 0.03117 | val_loss: 0.0311839 | Time: 1628.05 ms [2022-04-11 03:48:37 main:574] : INFO : Epoch 1835 | loss: 0.0311702 | val_loss: 0.0311823 | Time: 1636.61 ms [2022-04-11 03:48:39 main:574] : INFO : Epoch 1836 | loss: 0.0311698 | val_loss: 0.0311825 | Time: 1636.45 ms [2022-04-11 03:48:41 main:574] : INFO : Epoch 1837 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 1639.47 ms [2022-04-11 03:48:42 main:574] : INFO : Epoch 1838 | loss: 0.0311708 | val_loss: 0.0311855 | Time: 1634.6 ms [2022-04-11 03:48:44 main:574] : INFO : Epoch 1839 | loss: 0.0311713 | val_loss: 0.0311841 | Time: 1619.93 ms [2022-04-11 03:48:46 main:574] : INFO : Epoch 1840 | loss: 0.0311724 | val_loss: 0.0311833 | Time: 1634.19 ms [2022-04-11 03:48:47 main:574] : INFO : Epoch 1841 | loss: 0.0311696 | val_loss: 0.0311819 | Time: 1631.2 ms [2022-04-11 03:48:49 main:574] : INFO : Epoch 1842 | loss: 0.0311697 | val_loss: 0.031183 | Time: 1631 ms [2022-04-11 03:48:51 main:574] : INFO : Epoch 1843 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 1622.35 ms [2022-04-11 03:48:52 main:574] : INFO : Epoch 1844 | loss: 0.0311683 | val_loss: 0.0311824 | Time: 1633.95 ms [2022-04-11 03:49:04 main:574] : INFO : Epoch 1845 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 12026.6 ms [2022-04-11 03:49:06 main:574] : INFO : Epoch 1846 | loss: 0.0311701 | val_loss: 0.0311832 | Time: 1647.26 ms [2022-04-11 03:49:08 main:574] : INFO : Epoch 1847 | loss: 0.0311696 | val_loss: 0.0311843 | Time: 1630.98 ms [2022-04-11 03:49:09 main:574] : INFO : Epoch 1848 | loss: 0.0311692 | val_loss: 0.0311836 | Time: 1632.9 ms [2022-04-11 03:49:11 main:574] : INFO : Epoch 1849 | loss: 0.0311695 | val_loss: 0.0311819 | Time: 1630.62 ms [2022-04-11 03:49:12 main:574] : INFO : Epoch 1850 | loss: 0.0311679 | val_loss: 0.031182 | Time: 1635.61 ms [2022-04-11 03:49:14 main:574] : INFO : Epoch 1851 | loss: 0.0311673 | val_loss: 0.0311823 | Time: 1621.73 ms [2022-04-11 03:49:16 main:574] : INFO : Epoch 1852 | loss: 0.0311677 | val_loss: 0.0311817 | Time: 1638.82 ms [2022-04-11 03:49:17 main:574] : INFO : Epoch 1853 | loss: 0.0311674 | val_loss: 0.031184 | Time: 1642.98 ms [2022-04-11 03:49:19 main:574] : INFO : Epoch 1854 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 1634.43 ms [2022-04-11 03:49:21 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311832 | Time: 1631.5 ms [2022-04-11 03:49:22 main:574] : INFO : Epoch 1856 | loss: 0.0311675 | val_loss: 0.031182 | Time: 1639.34 ms [2022-04-11 03:49:24 main:574] : INFO : Epoch 1857 | loss: 0.0311683 | val_loss: 0.0311895 | Time: 1642.7 ms [2022-04-11 03:49:26 main:574] : INFO : Epoch 1858 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 1638.64 ms [2022-04-11 03:49:27 main:574] : INFO : Epoch 1859 | loss: 0.0311696 | val_loss: 0.0311885 | Time: 1649.12 ms [2022-04-11 03:49:29 main:574] : INFO : Epoch 1860 | loss: 0.0311711 | val_loss: 0.0311831 | Time: 1639.79 ms [2022-04-11 03:49:31 main:574] : INFO : Epoch 1861 | loss: 0.0311686 | val_loss: 0.031182 | Time: 1637.89 ms [2022-04-11 03:49:32 main:574] : INFO : Epoch 1862 | loss: 0.0311699 | val_loss: 0.0311892 | Time: 1637.14 ms [2022-04-11 03:49:44 main:574] : INFO : Epoch 1863 | loss: 0.0311707 | val_loss: 0.0311836 | Time: 11689.5 ms [2022-04-11 03:49:46 main:574] : INFO : Epoch 1864 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 1624.36 ms [2022-04-11 03:49:47 main:574] : INFO : Epoch 1865 | loss: 0.0311677 | val_loss: 0.0311822 | Time: 1638.72 ms [2022-04-11 03:49:49 main:574] : INFO : Epoch 1866 | loss: 0.0311682 | val_loss: 0.0311841 | Time: 1632.79 ms [2022-04-11 03:49:50 main:574] : INFO : Epoch 1867 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 1640.76 ms [2022-04-11 03:49:52 main:574] : INFO : Epoch 1868 | loss: 0.0311675 | val_loss: 0.0311825 | Time: 1640.97 ms [2022-04-11 03:49:54 main:574] : INFO : Epoch 1869 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 1638.92 ms [2022-04-11 03:49:55 main:574] : INFO : Epoch 1870 | loss: 0.031167 | val_loss: 0.0311825 | Time: 1650.55 ms [2022-04-11 03:49:57 main:574] : INFO : Epoch 1871 | loss: 0.0311677 | val_loss: 0.0311826 | Time: 1638.08 ms [2022-04-11 03:49:59 main:574] : INFO : Epoch 1872 | loss: 0.0311675 | val_loss: 0.0311866 | Time: 1641.78 ms [2022-04-11 03:50:00 main:574] : INFO : Epoch 1873 | loss: 0.0311688 | val_loss: 0.031186 | Time: 1640.54 ms [2022-04-11 03:50:02 main:574] : INFO : Epoch 1874 | loss: 0.0311682 | val_loss: 0.0311839 | Time: 1640.31 ms [2022-04-11 03:50:04 main:574] : INFO : Epoch 1875 | loss: 0.031167 | val_loss: 0.031183 | Time: 1639.82 ms [2022-04-11 03:50:05 main:574] : INFO : Epoch 1876 | loss: 0.0311677 | val_loss: 0.0311827 | Time: 1635.89 ms [2022-04-11 03:50:07 main:574] : INFO : Epoch 1877 | loss: 0.0311668 | val_loss: 0.0311823 | Time: 1635.55 ms [2022-04-11 03:50:09 main:574] : INFO : Epoch 1878 | loss: 0.0311673 | val_loss: 0.031183 | Time: 1638.32 ms [2022-04-11 03:50:10 main:574] : INFO : Epoch 1879 | loss: 0.0311664 | val_loss: 0.0311835 | Time: 1640.47 ms [2022-04-11 03:50:12 main:574] : INFO : Epoch 1880 | loss: 0.0311672 | val_loss: 0.0311833 | Time: 1661.17 ms [2022-04-11 03:50:13 main:574] : INFO : Epoch 1881 | loss: 0.0311667 | val_loss: 0.0311838 | Time: 1639.85 ms [2022-04-11 03:50:15 main:574] : INFO : Epoch 1882 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 1633.31 ms [2022-04-11 03:50:17 main:574] : INFO : Epoch 1883 | loss: 0.031167 | val_loss: 0.0311837 | Time: 1643.27 ms [2022-04-11 03:50:18 main:574] : INFO : Epoch 1884 | loss: 0.0311665 | val_loss: 0.0311873 | Time: 1649.2 ms [2022-04-11 03:50:20 main:574] : INFO : Epoch 1885 | loss: 0.0311711 | val_loss: 0.0311854 | Time: 1643.59 ms [2022-04-11 03:50:22 main:574] : INFO : Epoch 1886 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 1634.7 ms [2022-04-11 03:50:23 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311855 | Time: 1646.58 ms [2022-04-11 03:50:25 main:574] : INFO : Epoch 1888 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 1643.7 ms [2022-04-11 03:50:27 main:574] : INFO : Epoch 1889 | loss: 0.0311662 | val_loss: 0.0311833 | Time: 1645.09 ms [2022-04-11 03:50:28 main:574] : INFO : Epoch 1890 | loss: 0.0311667 | val_loss: 0.0311832 | Time: 1637.86 ms [2022-04-11 03:50:30 main:574] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.031183 | Time: 1641.79 ms [2022-04-11 03:50:32 main:574] : INFO : Epoch 1892 | loss: 0.0311661 | val_loss: 0.0311841 | Time: 1641.55 ms [2022-04-11 03:50:33 main:574] : INFO : Epoch 1893 | loss: 0.031166 | val_loss: 0.0311833 | Time: 1630.09 ms [2022-04-11 03:50:45 main:574] : INFO : Epoch 1894 | loss: 0.0311657 | val_loss: 0.0311846 | Time: 12037 ms [2022-04-11 03:50:47 main:574] : INFO : Epoch 1895 | loss: 0.0311661 | val_loss: 0.031184 | Time: 1632.46 ms [2022-04-11 03:50:49 main:574] : INFO : Epoch 1896 | loss: 0.0311667 | val_loss: 0.0311832 | Time: 1635.26 ms [2022-04-11 03:50:50 main:574] : INFO : Epoch 1897 | loss: 0.0311654 | val_loss: 0.0311837 | Time: 1642.26 ms [2022-04-11 03:50:52 main:574] : INFO : Epoch 1898 | loss: 0.0311655 | val_loss: 0.0311829 | Time: 1646.38 ms [2022-04-11 03:50:54 main:574] : INFO : Epoch 1899 | loss: 0.0311661 | val_loss: 0.0311841 | Time: 1626.39 ms [2022-04-11 03:50:55 main:574] : INFO : Epoch 1900 | loss: 0.0311663 | val_loss: 0.0311865 | Time: 1642.1 ms [2022-04-11 03:50:57 main:574] : INFO : Epoch 1901 | loss: 0.0311664 | val_loss: 0.0311847 | Time: 1639.11 ms [2022-04-11 03:50:58 main:574] : INFO : Epoch 1902 | loss: 0.0311656 | val_loss: 0.0311837 | Time: 1628.97 ms [2022-04-11 03:51:00 main:574] : INFO : Epoch 1903 | loss: 0.0311652 | val_loss: 0.0311836 | Time: 1627.78 ms [2022-04-11 03:51:02 main:574] : INFO : Epoch 1904 | loss: 0.0311651 | val_loss: 0.0311887 | Time: 1635.77 ms [2022-04-11 03:51:03 main:574] : INFO : Epoch 1905 | loss: 0.0311662 | val_loss: 0.031184 | Time: 1631.39 ms [2022-04-11 03:51:05 main:574] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.0311826 | Time: 1626.91 ms [2022-04-11 03:51:07 main:574] : INFO : Epoch 1907 | loss: 0.031167 | val_loss: 0.0311825 | Time: 1650.25 ms [2022-04-11 03:51:08 main:574] : INFO : Epoch 1908 | loss: 0.0311666 | val_loss: 0.0311836 | Time: 1628.99 ms [2022-04-11 03:51:10 main:574] : INFO : Epoch 1909 | loss: 0.0311662 | val_loss: 0.0311831 | Time: 1640.31 ms [2022-04-11 03:51:12 main:574] : INFO : Epoch 1910 | loss: 0.0311662 | val_loss: 0.0311828 | Time: 1637.38 ms [2022-04-11 03:51:13 main:574] : INFO : Epoch 1911 | loss: 0.0311683 | val_loss: 0.0311852 | Time: 1640.23 ms [2022-04-11 03:51:15 main:574] : INFO : Epoch 1912 | loss: 0.0311664 | val_loss: 0.0311834 | Time: 1650.3 ms [2022-04-11 03:51:16 main:574] : INFO : Epoch 1913 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 1624.83 ms [2022-04-11 03:51:18 main:574] : INFO : Epoch 1914 | loss: 0.0311656 | val_loss: 0.0311847 | Time: 1635.72 ms [2022-04-11 03:51:20 main:574] : INFO : Epoch 1915 | loss: 0.031166 | val_loss: 0.0311839 | Time: 1634.7 ms [2022-04-11 03:51:21 main:574] : INFO : Epoch 1916 | loss: 0.0311655 | val_loss: 0.0311851 | Time: 1639.14 ms [2022-04-11 03:51:23 main:574] : INFO : Epoch 1917 | loss: 0.0311653 | val_loss: 0.0311831 | Time: 1638.91 ms [2022-04-11 03:51:25 main:574] : INFO : Epoch 1918 | loss: 0.0311657 | val_loss: 0.0311862 | Time: 1633.57 ms [2022-04-11 03:51:26 main:574] : INFO : Epoch 1919 | loss: 0.0311668 | val_loss: 0.0311836 | Time: 1645.56 ms [2022-04-11 03:51:28 main:574] : INFO : Epoch 1920 | loss: 0.0311661 | val_loss: 0.0311835 | Time: 1635.42 ms [2022-04-11 03:51:30 main:574] : INFO : Epoch 1921 | loss: 0.031166 | val_loss: 0.0311847 | Time: 1637.18 ms [2022-04-11 03:51:31 main:574] : INFO : Epoch 1922 | loss: 0.0311655 | val_loss: 0.0311834 | Time: 1629.03 ms [2022-04-11 03:51:33 main:574] : INFO : Epoch 1923 | loss: 0.0311664 | val_loss: 0.0311839 | Time: 1645.67 ms [2022-04-11 03:51:35 main:574] : INFO : Epoch 1924 | loss: 0.0311663 | val_loss: 0.0311834 | Time: 1633.36 ms [2022-04-11 03:51:36 main:574] : INFO : Epoch 1925 | loss: 0.0311658 | val_loss: 0.0311852 | Time: 1633.81 ms [2022-04-11 03:51:38 main:574] : INFO : Epoch 1926 | loss: 0.0311656 | val_loss: 0.0311834 | Time: 1639.74 ms [2022-04-11 03:51:39 main:574] : INFO : Epoch 1927 | loss: 0.0311659 | val_loss: 0.0311831 | Time: 1642.57 ms [2022-04-11 03:51:41 main:574] : INFO : Epoch 1928 | loss: 0.0311659 | val_loss: 0.0311838 | Time: 1637.21 ms [2022-04-11 03:51:43 main:574] : INFO : Epoch 1929 | loss: 0.0311658 | val_loss: 0.0311829 | Time: 1632.36 ms [2022-04-11 03:51:44 main:574] : INFO : Epoch 1930 | loss: 0.0311656 | val_loss: 0.0311831 | Time: 1639.53 ms [2022-04-11 03:51:46 main:574] : INFO : Epoch 1931 | loss: 0.0311654 | val_loss: 0.0311832 | Time: 1640.83 ms [2022-04-11 03:51:48 main:574] : INFO : Epoch 1932 | loss: 0.0311656 | val_loss: 0.031185 | Time: 1636.4 ms [2022-04-11 03:51:49 main:574] : INFO : Epoch 1933 | loss: 0.0311673 | val_loss: 0.0311844 | Time: 1644.12 ms [2022-04-11 03:51:51 main:574] : INFO : Epoch 1934 | loss: 0.031167 | val_loss: 0.0311865 | Time: 1637.47 ms [2022-04-11 03:51:53 main:574] : INFO : Epoch 1935 | loss: 0.0311667 | val_loss: 0.0311868 | Time: 1626.67 ms [2022-04-11 03:51:54 main:574] : INFO : Epoch 1936 | loss: 0.0311664 | val_loss: 0.0311839 | Time: 1640.93 ms [2022-04-11 03:51:56 main:574] : INFO : Epoch 1937 | loss: 0.0311668 | val_loss: 0.0311835 | Time: 1639.71 ms [2022-04-11 03:51:58 main:574] : INFO : Epoch 1938 | loss: 0.0311682 | val_loss: 0.0311868 | Time: 1634.98 ms [2022-04-11 03:51:59 main:574] : INFO : Epoch 1939 | loss: 0.0311666 | val_loss: 0.0311845 | Time: 1631.72 ms [2022-04-11 03:52:01 main:574] : INFO : Epoch 1940 | loss: 0.031166 | val_loss: 0.0311818 | Time: 1647.4 ms [2022-04-11 03:52:03 main:574] : INFO : Epoch 1941 | loss: 0.0311649 | val_loss: 0.0311826 | Time: 1631.19 ms [2022-04-11 03:52:04 main:574] : INFO : Epoch 1942 | loss: 0.0311648 | val_loss: 0.0311847 | Time: 1646.6 ms [2022-04-11 03:52:06 main:574] : INFO : Epoch 1943 | loss: 0.0311667 | val_loss: 0.0311836 | Time: 1633.61 ms [2022-04-11 03:52:07 main:574] : INFO : Epoch 1944 | loss: 0.0311653 | val_loss: 0.0311839 | Time: 1639.28 ms [2022-04-11 03:52:09 main:574] : INFO : Epoch 1945 | loss: 0.031165 | val_loss: 0.0311843 | Time: 1635.07 ms [2022-04-11 03:52:11 main:574] : INFO : Epoch 1946 | loss: 0.0311656 | val_loss: 0.031183 | Time: 1644.38 ms [2022-04-11 03:52:12 main:574] : INFO : Epoch 1947 | loss: 0.0311659 | val_loss: 0.031182 | Time: 1640.72 ms [2022-04-11 03:52:14 main:574] : INFO : Epoch 1948 | loss: 0.0311664 | val_loss: 0.031181 | Time: 1641.18 ms [2022-04-11 03:52:16 main:574] : INFO : Epoch 1949 | loss: 0.0311681 | val_loss: 0.0311864 | Time: 1640.62 ms [2022-04-11 03:52:17 main:574] : INFO : Epoch 1950 | loss: 0.0311662 | val_loss: 0.0311847 | Time: 1638.06 ms [2022-04-11 03:52:19 main:574] : INFO : Epoch 1951 | loss: 0.0311671 | val_loss: 0.031182 | Time: 1638.24 ms [2022-04-11 03:52:21 main:574] : INFO : Epoch 1952 | loss: 0.0311652 | val_loss: 0.0311835 | Time: 1639.44 ms [2022-04-11 03:52:22 main:574] : INFO : Epoch 1953 | loss: 0.0311656 | val_loss: 0.0311828 | Time: 1642.27 ms [2022-04-11 03:52:24 main:574] : INFO : Epoch 1954 | loss: 0.0311646 | val_loss: 0.0311831 | Time: 1642.19 ms [2022-04-11 03:52:26 main:574] : INFO : Epoch 1955 | loss: 0.0311667 | val_loss: 0.0311834 | Time: 1627.56 ms [2022-04-11 03:52:27 main:574] : INFO : Epoch 1956 | loss: 0.0311661 | val_loss: 0.0311816 | Time: 1634.24 ms [2022-04-11 03:52:29 main:574] : INFO : Epoch 1957 | loss: 0.0311654 | val_loss: 0.0311821 | Time: 1649.58 ms [2022-04-11 03:52:30 main:574] : INFO : Epoch 1958 | loss: 0.031165 | val_loss: 0.0311824 | Time: 1639.22 ms [2022-04-11 03:52:32 main:574] : INFO : Epoch 1959 | loss: 0.0311656 | val_loss: 0.0311842 | Time: 1635.84 ms [2022-04-11 03:52:34 main:574] : INFO : Epoch 1960 | loss: 0.0311651 | val_loss: 0.0311822 | Time: 1641.2 ms [2022-04-11 03:52:46 main:574] : INFO : Epoch 1961 | loss: 0.0311649 | val_loss: 0.0311841 | Time: 11992.1 ms [2022-04-11 03:52:48 main:574] : INFO : Epoch 1962 | loss: 0.0311646 | val_loss: 0.031186 | Time: 1734.65 ms [2022-04-11 03:52:49 main:574] : INFO : Epoch 1963 | loss: 0.0311671 | val_loss: 0.0311822 | Time: 1641.55 ms [2022-04-11 03:52:51 main:574] : INFO : Epoch 1964 | loss: 0.0311683 | val_loss: 0.0311863 | Time: 1641.65 ms [2022-04-11 03:52:52 main:574] : INFO : Epoch 1965 | loss: 0.031167 | val_loss: 0.0311821 | Time: 1649.36 ms [2022-04-11 03:52:54 main:574] : INFO : Epoch 1966 | loss: 0.0311663 | val_loss: 0.0311812 | Time: 1650.81 ms [2022-04-11 03:52:56 main:574] : INFO : Epoch 1967 | loss: 0.031167 | val_loss: 0.0311856 | Time: 1654.57 ms [2022-04-11 03:52:57 main:574] : INFO : Epoch 1968 | loss: 0.0311681 | val_loss: 0.0311803 | Time: 1633.06 ms [2022-04-11 03:52:59 main:574] : INFO : Epoch 1969 | loss: 0.0311666 | val_loss: 0.0311815 | Time: 1625.67 ms [2022-04-11 03:53:01 main:574] : INFO : Epoch 1970 | loss: 0.0311676 | val_loss: 0.0311829 | Time: 1649.99 ms [2022-04-11 03:53:02 main:574] : INFO : Epoch 1971 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 1639.52 ms [2022-04-11 03:53:04 main:574] : INFO : Epoch 1972 | loss: 0.031168 | val_loss: 0.0311824 | Time: 1637.26 ms [2022-04-11 03:53:06 main:574] : INFO : Epoch 1973 | loss: 0.0311695 | val_loss: 0.0311863 | Time: 1635.71 ms [2022-04-11 03:53:07 main:574] : INFO : Epoch 1974 | loss: 0.0311707 | val_loss: 0.031185 | Time: 1633.52 ms [2022-04-11 03:53:09 main:574] : INFO : Epoch 1975 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 1631.06 ms [2022-04-11 03:53:11 main:574] : INFO : Epoch 1976 | loss: 0.0311693 | val_loss: 0.0311846 | Time: 1643.97 ms [2022-04-11 03:53:12 main:574] : INFO : Epoch 1977 | loss: 0.0311676 | val_loss: 0.031181 | Time: 1640.88 ms [2022-04-11 03:53:14 main:574] : INFO : Epoch 1978 | loss: 0.0311672 | val_loss: 0.031181 | Time: 1642.23 ms [2022-04-11 03:53:15 main:574] : INFO : Epoch 1979 | loss: 0.0311669 | val_loss: 0.031182 | Time: 1641.99 ms [2022-04-11 03:53:17 main:574] : INFO : Epoch 1980 | loss: 0.0311676 | val_loss: 0.0311831 | Time: 1638.45 ms [2022-04-11 03:53:19 main:574] : INFO : Epoch 1981 | loss: 0.0311675 | val_loss: 0.0311874 | Time: 1629.44 ms [2022-04-11 03:53:20 main:574] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.0311832 | Time: 1632.21 ms [2022-04-11 03:53:22 main:574] : INFO : Epoch 1983 | loss: 0.0311662 | val_loss: 0.0311846 | Time: 1642.79 ms [2022-04-11 03:53:24 main:574] : INFO : Epoch 1984 | loss: 0.0311659 | val_loss: 0.0311833 | Time: 1633.03 ms [2022-04-11 03:53:25 main:574] : INFO : Epoch 1985 | loss: 0.031166 | val_loss: 0.0311841 | Time: 1638.33 ms [2022-04-11 03:53:27 main:574] : INFO : Epoch 1986 | loss: 0.0311666 | val_loss: 0.0311834 | Time: 1636.72 ms [2022-04-11 03:53:29 main:574] : INFO : Epoch 1987 | loss: 0.0311652 | val_loss: 0.0311827 | Time: 1638.05 ms [2022-04-11 03:53:30 main:574] : INFO : Epoch 1988 | loss: 0.0311659 | val_loss: 0.0311853 | Time: 1645.27 ms [2022-04-11 03:53:32 main:574] : INFO : Epoch 1989 | loss: 0.0311653 | val_loss: 0.0311855 | Time: 1634.04 ms [2022-04-11 03:53:34 main:574] : INFO : Epoch 1990 | loss: 0.0311658 | val_loss: 0.0311811 | Time: 1642.31 ms [2022-04-11 03:53:35 main:574] : INFO : Epoch 1991 | loss: 0.0311675 | val_loss: 0.0311861 | Time: 1640.77 ms [2022-04-11 03:53:37 main:574] : INFO : Epoch 1992 | loss: 0.0311672 | val_loss: 0.0311837 | Time: 1638.87 ms [2022-04-11 03:53:39 main:574] : INFO : Epoch 1993 | loss: 0.0311673 | val_loss: 0.0311825 | Time: 1651.72 ms [2022-04-11 03:53:40 main:574] : INFO : Epoch 1994 | loss: 0.0311667 | val_loss: 0.0311827 | Time: 1645.9 ms [2022-04-11 03:53:42 main:574] : INFO : Epoch 1995 | loss: 0.0311673 | val_loss: 0.0311861 | Time: 1635.87 ms [2022-04-11 03:53:43 main:574] : INFO : Epoch 1996 | loss: 0.0311663 | val_loss: 0.0311871 | Time: 1645.84 ms [2022-04-11 03:53:45 main:574] : INFO : Epoch 1997 | loss: 0.0311663 | val_loss: 0.0311832 | Time: 1643.29 ms [2022-04-11 03:53:47 main:574] : INFO : Epoch 1998 | loss: 0.0311649 | val_loss: 0.0311818 | Time: 1638.44 ms [2022-04-11 03:53:48 main:574] : INFO : Epoch 1999 | loss: 0.0311641 | val_loss: 0.0311828 | Time: 1638.19 ms [2022-04-11 03:53:50 main:574] : INFO : Epoch 2000 | loss: 0.0311651 | val_loss: 0.0311834 | Time: 1630.49 ms [2022-04-11 03:53:52 main:574] : INFO : Epoch 2001 | loss: 0.0311655 | val_loss: 0.0311878 | Time: 1645.98 ms [2022-04-11 03:53:53 main:574] : INFO : Epoch 2002 | loss: 0.0311647 | val_loss: 0.0311838 | Time: 1627.43 ms [2022-04-11 03:53:55 main:574] : INFO : Epoch 2003 | loss: 0.0311645 | val_loss: 0.0311835 | Time: 1632.07 ms [2022-04-11 03:53:57 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0311837 | Time: 1638.77 ms [2022-04-11 03:53:58 main:574] : INFO : Epoch 2005 | loss: 0.0311638 | val_loss: 0.0311835 | Time: 1651.97 ms [2022-04-11 03:54:00 main:574] : INFO : Epoch 2006 | loss: 0.0311646 | val_loss: 0.0311838 | Time: 1641.29 ms [2022-04-11 03:54:02 main:574] : INFO : Epoch 2007 | loss: 0.0311652 | val_loss: 0.0311855 | Time: 1650.01 ms [2022-04-11 03:54:03 main:574] : INFO : Epoch 2008 | loss: 0.0311651 | val_loss: 0.0311835 | Time: 1638.77 ms [2022-04-11 03:54:05 main:574] : INFO : Epoch 2009 | loss: 0.0311649 | val_loss: 0.031185 | Time: 1646.5 ms [2022-04-11 03:54:06 main:574] : INFO : Epoch 2010 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1638.59 ms [2022-04-11 03:54:08 main:574] : INFO : Epoch 2011 | loss: 0.0311674 | val_loss: 0.0311924 | Time: 1633.41 ms [2022-04-11 03:54:10 main:574] : INFO : Epoch 2012 | loss: 0.0311658 | val_loss: 0.0311835 | Time: 1634.58 ms [2022-04-11 03:54:11 main:574] : INFO : Epoch 2013 | loss: 0.031165 | val_loss: 0.031187 | Time: 1643.66 ms [2022-04-11 03:54:13 main:574] : INFO : Epoch 2014 | loss: 0.0311652 | val_loss: 0.0311846 | Time: 1650.03 ms [2022-04-11 03:54:15 main:574] : INFO : Epoch 2015 | loss: 0.0311646 | val_loss: 0.031183 | Time: 1633.41 ms [2022-04-11 03:54:16 main:574] : INFO : Epoch 2016 | loss: 0.0311638 | val_loss: 0.0311837 | Time: 1637.85 ms [2022-04-11 03:54:18 main:574] : INFO : Epoch 2017 | loss: 0.0311653 | val_loss: 0.0311846 | Time: 1641.77 ms [2022-04-11 03:54:20 main:574] : INFO : Epoch 2018 | loss: 0.0311636 | val_loss: 0.0311851 | Time: 1641.38 ms [2022-04-11 03:54:21 main:574] : INFO : Epoch 2019 | loss: 0.0311651 | val_loss: 0.0311893 | Time: 1646.56 ms [2022-04-11 03:54:23 main:574] : INFO : Epoch 2020 | loss: 0.0311654 | val_loss: 0.0311835 | Time: 1639.87 ms [2022-04-11 03:54:25 main:574] : INFO : Epoch 2021 | loss: 0.0311634 | val_loss: 0.0311846 | Time: 1642.74 ms [2022-04-11 03:54:26 main:574] : INFO : Epoch 2022 | loss: 0.0311629 | val_loss: 0.0311854 | Time: 1639.65 ms [2022-04-11 03:54:28 main:574] : INFO : Epoch 2023 | loss: 0.0311641 | val_loss: 0.0311832 | Time: 1627.88 ms [2022-04-11 03:54:30 main:574] : INFO : Epoch 2024 | loss: 0.0311628 | val_loss: 0.0311841 | Time: 1645.84 ms [2022-04-11 03:54:31 main:574] : INFO : Epoch 2025 | loss: 0.0311641 | val_loss: 0.0311837 | Time: 1633.27 ms [2022-04-11 03:54:33 main:574] : INFO : Epoch 2026 | loss: 0.0311651 | val_loss: 0.0311849 | Time: 1643.54 ms [2022-04-11 03:54:34 main:574] : INFO : Epoch 2027 | loss: 0.0311649 | val_loss: 0.0311846 | Time: 1640.89 ms [2022-04-11 03:54:36 main:574] : INFO : Epoch 2028 | loss: 0.031167 | val_loss: 0.0311866 | Time: 1639.44 ms [2022-04-11 03:54:38 main:574] : INFO : Epoch 2029 | loss: 0.031168 | val_loss: 0.0311843 | Time: 1635.79 ms [2022-04-11 03:54:39 main:574] : INFO : Epoch 2030 | loss: 0.0311672 | val_loss: 0.0311865 | Time: 1642.2 ms [2022-04-11 03:54:41 main:574] : INFO : Epoch 2031 | loss: 0.0311653 | val_loss: 0.0311837 | Time: 1641.83 ms [2022-04-11 03:54:43 main:574] : INFO : Epoch 2032 | loss: 0.031166 | val_loss: 0.0311834 | Time: 1636.23 ms [2022-04-11 03:54:44 main:574] : INFO : Epoch 2033 | loss: 0.0311649 | val_loss: 0.0311838 | Time: 1644.46 ms [2022-04-11 03:54:46 main:574] : INFO : Epoch 2034 | loss: 0.0311651 | val_loss: 0.0311839 | Time: 1649.03 ms [2022-04-11 03:54:48 main:574] : INFO : Epoch 2035 | loss: 0.0311644 | val_loss: 0.0311847 | Time: 1647.19 ms [2022-04-11 03:54:49 main:574] : INFO : Epoch 2036 | loss: 0.031164 | val_loss: 0.0311859 | Time: 1634.85 ms [2022-04-11 03:54:51 main:574] : INFO : Epoch 2037 | loss: 0.0311634 | val_loss: 0.0311825 | Time: 1648.78 ms [2022-04-11 03:54:53 main:574] : INFO : Epoch 2038 | loss: 0.0311632 | val_loss: 0.0311845 | Time: 1632.55 ms [2022-04-11 03:54:54 main:574] : INFO : Epoch 2039 | loss: 0.0311637 | val_loss: 0.031187 | Time: 1649.78 ms [2022-04-11 03:54:56 main:574] : INFO : Epoch 2040 | loss: 0.0311641 | val_loss: 0.0311844 | Time: 1643.51 ms [2022-04-11 03:54:58 main:574] : INFO : Epoch 2041 | loss: 0.0311641 | val_loss: 0.0311866 | Time: 1639.71 ms [2022-04-11 03:54:59 main:574] : INFO : Epoch 2042 | loss: 0.0311641 | val_loss: 0.0311873 | Time: 1637.08 ms [2022-04-11 03:55:01 main:574] : INFO : Epoch 2043 | loss: 0.0311629 | val_loss: 0.0311833 | Time: 1644.29 ms [2022-04-11 03:55:02 main:574] : INFO : Epoch 2044 | loss: 0.0311629 | val_loss: 0.0311829 | Time: 1640.76 ms [2022-04-11 03:55:04 main:574] : INFO : Epoch 2045 | loss: 0.0311641 | val_loss: 0.0311858 | Time: 1642.5 ms [2022-04-11 03:55:06 main:574] : INFO : Epoch 2046 | loss: 0.0311643 | val_loss: 0.0311878 | Time: 1636.01 ms [2022-04-11 03:55:07 main:574] : INFO : Epoch 2047 | loss: 0.0311649 | val_loss: 0.0311887 | Time: 1635.02 ms [2022-04-11 03:55:09 main:574] : INFO : Epoch 2048 | loss: 0.0311646 | val_loss: 0.0311859 | Time: 1645.88 ms [2022-04-11 03:55:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311859 [2022-04-11 03:55:09 main:603] : INFO : Saving end state to config to file [2022-04-11 03:55:09 main:608] : INFO : Success, exiting.. 03:55:09 (52324): 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)