Task 7494615
| Name | ParityModified-1631728603-18808-2_0 |
| Workunit | 5159342 |
| Created | 21 Sep 2021, 12:05:31 UTC |
| Sent | 26 Sep 2021, 16:05:45 UTC |
| Report deadline | 3 Oct 2021, 16:05:45 UTC |
| Received | 27 Sep 2021, 7:03:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 49 sec |
| CPU time | 55 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 1620.53 ms [2021-09-27 02:44:10 main:574] : INFO : Epoch 1543 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1625.93 ms [2021-09-27 02:44:12 main:574] : INFO : Epoch 1544 | loss: 0.0311776 | val_loss: 0.031179 | Time: 1635.75 ms [2021-09-27 02:44:13 main:574] : INFO : Epoch 1545 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 1630.38 ms [2021-09-27 02:44:15 main:574] : INFO : Epoch 1546 | loss: 0.0311821 | val_loss: 0.0311815 | Time: 1642.17 ms [2021-09-27 02:44:16 main:574] : INFO : Epoch 1547 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 1616.66 ms [2021-09-27 02:44:18 main:574] : INFO : Epoch 1548 | loss: 0.0311782 | val_loss: 0.03118 | Time: 1627.63 ms [2021-09-27 02:44:20 main:574] : INFO : Epoch 1549 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 1629.32 ms [2021-09-27 02:44:21 main:574] : INFO : Epoch 1550 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 1647.91 ms [2021-09-27 02:44:23 main:574] : INFO : Epoch 1551 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 1637.63 ms [2021-09-27 02:44:25 main:574] : INFO : Epoch 1552 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 1650.89 ms [2021-09-27 02:44:26 main:574] : INFO : Epoch 1553 | loss: 0.031178 | val_loss: 0.0311814 | Time: 1629.07 ms [2021-09-27 02:44:28 main:574] : INFO : Epoch 1554 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 1642.5 ms [2021-09-27 02:44:30 main:574] : INFO : Epoch 1555 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 1633.03 ms [2021-09-27 02:44:31 main:574] : INFO : Epoch 1556 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 1631.19 ms [2021-09-27 02:44:33 main:574] : INFO : Epoch 1557 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 1626.08 ms [2021-09-27 02:44:34 main:574] : INFO : Epoch 1558 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1623.08 ms [2021-09-27 02:44:36 main:574] : INFO : Epoch 1559 | loss: 0.031178 | val_loss: 0.0311816 | Time: 1638.21 ms [2021-09-27 02:44:38 main:574] : INFO : Epoch 1560 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 1642 ms [2021-09-27 02:44:39 main:574] : INFO : Epoch 1561 | loss: 0.0311789 | val_loss: 0.031177 | Time: 1608.12 ms [2021-09-27 02:44:41 main:574] : INFO : Epoch 1562 | loss: 0.031176 | val_loss: 0.0311773 | Time: 1619.01 ms [2021-09-27 02:44:43 main:574] : INFO : Epoch 1563 | loss: 0.0311749 | val_loss: 0.0311842 | Time: 1628.48 ms [2021-09-27 02:44:44 main:574] : INFO : Epoch 1564 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 1617.49 ms [2021-09-27 02:44:46 main:574] : INFO : Epoch 1565 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1621.06 ms [2021-09-27 02:44:48 main:574] : INFO : Epoch 1566 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1649.05 ms [2021-09-27 02:44:49 main:574] : INFO : Epoch 1567 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 1619.76 ms [2021-09-27 02:44:51 main:574] : INFO : Epoch 1568 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 1633.68 ms [2021-09-27 02:44:52 main:574] : INFO : Epoch 1569 | loss: 0.031175 | val_loss: 0.0311778 | Time: 1623.64 ms [2021-09-27 02:44:54 main:574] : INFO : Epoch 1570 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1637.33 ms [2021-09-27 02:44:56 main:574] : INFO : Epoch 1571 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 1644.85 ms [2021-09-27 02:44:57 main:574] : INFO : Epoch 1572 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 1642.6 ms [2021-09-27 02:44:59 main:574] : INFO : Epoch 1573 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 1625.9 ms [2021-09-27 02:45:01 main:574] : INFO : Epoch 1574 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 1620.88 ms [2021-09-27 02:45:02 main:574] : INFO : Epoch 1575 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 1590.55 ms [2021-09-27 02:45:04 main:574] : INFO : Epoch 1576 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 1657.63 ms [2021-09-27 02:45:06 main:574] : INFO : Epoch 1577 | loss: 0.0311811 | val_loss: 0.0311811 | Time: 1631.77 ms [2021-09-27 02:45:07 main:574] : INFO : Epoch 1578 | loss: 0.0311802 | val_loss: 0.03118 | Time: 1626.8 ms [2021-09-27 02:45:09 main:574] : INFO : Epoch 1579 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 1648.59 ms [2021-09-27 02:45:10 main:574] : INFO : Epoch 1580 | loss: 0.0311811 | val_loss: 0.0311871 | Time: 1620.83 ms [2021-09-27 02:45:12 main:574] : INFO : Epoch 1581 | loss: 0.0311807 | val_loss: 0.031181 | Time: 1649.42 ms [2021-09-27 02:45:14 main:574] : INFO : Epoch 1582 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1610.5 ms [2021-09-27 02:45:15 main:574] : INFO : Epoch 1583 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 1605.78 ms [2021-09-27 02:45:17 main:574] : INFO : Epoch 1584 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 1620.31 ms [2021-09-27 02:45:19 main:574] : INFO : Epoch 1585 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 1621.73 ms [2021-09-27 02:45:20 main:574] : INFO : Epoch 1586 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1631.5 ms [2021-09-27 02:45:22 main:574] : INFO : Epoch 1587 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 1636.07 ms [2021-09-27 02:45:24 main:574] : INFO : Epoch 1588 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1640.71 ms [2021-09-27 02:45:25 main:574] : INFO : Epoch 1589 | loss: 0.0311771 | val_loss: 0.0311772 | Time: 1638.5 ms [2021-09-27 02:45:27 main:574] : INFO : Epoch 1590 | loss: 0.0311792 | val_loss: 0.0311758 | Time: 1635.34 ms [2021-09-27 02:45:28 main:574] : INFO : Epoch 1591 | loss: 0.0311763 | val_loss: 0.0311762 | Time: 1618.81 ms [2021-09-27 02:45:30 main:574] : INFO : Epoch 1592 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 1612.39 ms [2021-09-27 02:45:32 main:574] : INFO : Epoch 1593 | loss: 0.031175 | val_loss: 0.0311781 | Time: 1623.58 ms [2021-09-27 02:45:33 main:574] : INFO : Epoch 1594 | loss: 0.0311754 | val_loss: 0.031177 | Time: 1626.66 ms [2021-09-27 02:45:35 main:574] : INFO : Epoch 1595 | loss: 0.0311756 | val_loss: 0.0311854 | Time: 1643.48 ms [2021-09-27 02:45:37 main:574] : INFO : Epoch 1596 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 1655.65 ms [2021-09-27 02:45:38 main:574] : INFO : Epoch 1597 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 1614.02 ms [2021-09-27 02:45:40 main:574] : INFO : Epoch 1598 | loss: 0.031175 | val_loss: 0.0311779 | Time: 1641.76 ms [2021-09-27 02:45:42 main:574] : INFO : Epoch 1599 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 1636.9 ms [2021-09-27 02:45:43 main:574] : INFO : Epoch 1600 | loss: 0.031177 | val_loss: 0.0311778 | Time: 1662.74 ms [2021-09-27 02:45:45 main:574] : INFO : Epoch 1601 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 1634.99 ms [2021-09-27 02:45:47 main:574] : INFO : Epoch 1602 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 1621.76 ms [2021-09-27 02:45:48 main:574] : INFO : Epoch 1603 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1608.5 ms [2021-09-27 02:45:50 main:574] : INFO : Epoch 1604 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 1610.26 ms [2021-09-27 02:45:51 main:574] : INFO : Epoch 1605 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 1656.62 ms [2021-09-27 02:45:53 main:574] : INFO : Epoch 1606 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 1627.39 ms [2021-09-27 02:45:55 main:574] : INFO : Epoch 1607 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 1607.95 ms [2021-09-27 02:45:56 main:574] : INFO : Epoch 1608 | loss: 0.031173 | val_loss: 0.0311762 | Time: 1622.97 ms [2021-09-27 02:45:58 main:574] : INFO : Epoch 1609 | loss: 0.031173 | val_loss: 0.0311752 | Time: 1631.92 ms [2021-09-27 02:46:00 main:574] : INFO : Epoch 1610 | loss: 0.0311719 | val_loss: 0.0311764 | Time: 1640.7 ms [2021-09-27 02:46:01 main:574] : INFO : Epoch 1611 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 1616.48 ms [2021-09-27 02:46:03 main:574] : INFO : Epoch 1612 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1645.65 ms [2021-09-27 02:46:04 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.031176 | Time: 1623.58 ms [2021-09-27 02:46:06 main:574] : INFO : Epoch 1614 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 1604.82 ms [2021-09-27 02:46:08 main:574] : INFO : Epoch 1615 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 1612 ms [2021-09-27 02:46:09 main:574] : INFO : Epoch 1616 | loss: 0.031177 | val_loss: 0.0311773 | Time: 1637.81 ms [2021-09-27 02:46:11 main:574] : INFO : Epoch 1617 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 1636.4 ms [2021-09-27 02:46:13 main:574] : INFO : Epoch 1618 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 1624.98 ms [2021-09-27 02:46:14 main:574] : INFO : Epoch 1619 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1610.91 ms [2021-09-27 02:46:16 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 1655.52 ms [2021-09-27 02:46:18 main:574] : INFO : Epoch 1621 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 1633.1 ms [2021-09-27 02:46:19 main:574] : INFO : Epoch 1622 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 1662.55 ms [2021-09-27 02:46:21 main:574] : INFO : Epoch 1623 | loss: 0.031175 | val_loss: 0.0311769 | Time: 1614.61 ms [2021-09-27 02:46:22 main:574] : INFO : Epoch 1624 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 1649.06 ms [2021-09-27 02:46:24 main:574] : INFO : Epoch 1625 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 1642.25 ms [2021-09-27 02:46:26 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 1622.3 ms [2021-09-27 02:46:27 main:574] : INFO : Epoch 1627 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 1616.62 ms [2021-09-27 02:46:29 main:574] : INFO : Epoch 1628 | loss: 0.031175 | val_loss: 0.0311771 | Time: 1622.69 ms [2021-09-27 02:46:31 main:574] : INFO : Epoch 1629 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1607.12 ms [2021-09-27 02:46:32 main:574] : INFO : Epoch 1630 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1576.11 ms [2021-09-27 02:46:34 main:574] : INFO : Epoch 1631 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 1628.25 ms [2021-09-27 02:46:35 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 1624.11 ms [2021-09-27 02:46:37 main:574] : INFO : Epoch 1633 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 1602.87 ms [2021-09-27 02:46:39 main:574] : INFO : Epoch 1634 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 1642.51 ms [2021-09-27 02:46:40 main:574] : INFO : Epoch 1635 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 1655.56 ms [2021-09-27 02:46:42 main:574] : INFO : Epoch 1636 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 1624.23 ms [2021-09-27 02:46:44 main:574] : INFO : Epoch 1637 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 1607.76 ms [2021-09-27 02:46:45 main:574] : INFO : Epoch 1638 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 1596.87 ms [2021-09-27 02:46:47 main:574] : INFO : Epoch 1639 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1635.48 ms [2021-09-27 02:46:49 main:574] : INFO : Epoch 1640 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1614.33 ms [2021-09-27 02:46:50 main:574] : INFO : Epoch 1641 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1625.28 ms [2021-09-27 02:46:52 main:574] : INFO : Epoch 1642 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 1618.81 ms [2021-09-27 02:46:53 main:574] : INFO : Epoch 1643 | loss: 0.0311797 | val_loss: 0.0312066 | Time: 1634.59 ms [2021-09-27 02:46:55 main:574] : INFO : Epoch 1644 | loss: 0.0311817 | val_loss: 0.0311787 | Time: 1639.39 ms [2021-09-27 02:46:57 main:574] : INFO : Epoch 1645 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 1653.05 ms [2021-09-27 02:46:58 main:574] : INFO : Epoch 1646 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 1641.34 ms [2021-09-27 02:47:00 main:574] : INFO : Epoch 1647 | loss: 0.0311753 | val_loss: 0.031179 | Time: 1642.96 ms [2021-09-27 02:47:02 main:574] : INFO : Epoch 1648 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 1612.23 ms [2021-09-27 02:47:03 main:574] : INFO : Epoch 1649 | loss: 0.031176 | val_loss: 0.0311762 | Time: 1628.76 ms [2021-09-27 02:47:05 main:574] : INFO : Epoch 1650 | loss: 0.031176 | val_loss: 0.0311826 | Time: 1607.71 ms [2021-09-27 02:47:07 main:574] : INFO : Epoch 1651 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 1629.83 ms [2021-09-27 02:47:08 main:574] : INFO : Epoch 1652 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 1620.98 ms [2021-09-27 02:47:10 main:574] : INFO : Epoch 1653 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 1626.27 ms [2021-09-27 02:47:11 main:574] : INFO : Epoch 1654 | loss: 0.0311816 | val_loss: 0.031187 | Time: 1650.56 ms [2021-09-27 02:47:13 main:574] : INFO : Epoch 1655 | loss: 0.0311847 | val_loss: 0.0311922 | Time: 1624.92 ms [2021-09-27 02:47:15 main:574] : INFO : Epoch 1656 | loss: 0.0311906 | val_loss: 0.0311885 | Time: 1651.54 ms [2021-09-27 02:47:16 main:574] : INFO : Epoch 1657 | loss: 0.0311889 | val_loss: 0.0311857 | Time: 1637.71 ms [2021-09-27 02:47:18 main:574] : INFO : Epoch 1658 | loss: 0.0311866 | val_loss: 0.0311921 | Time: 1648.49 ms [2021-09-27 02:47:20 main:574] : INFO : Epoch 1659 | loss: 0.0311862 | val_loss: 0.0311817 | Time: 1631.63 ms [2021-09-27 02:47:21 main:574] : INFO : Epoch 1660 | loss: 0.0311856 | val_loss: 0.0311833 | Time: 1630.83 ms [2021-09-27 02:47:23 main:574] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.0311807 | Time: 1604.46 ms [2021-09-27 02:47:25 main:574] : INFO : Epoch 1662 | loss: 0.031185 | val_loss: 0.0311807 | Time: 1630.09 ms [2021-09-27 02:47:26 main:574] : INFO : Epoch 1663 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 1651.16 ms [2021-09-27 02:47:28 main:574] : INFO : Epoch 1664 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 1622 ms [2021-09-27 02:47:29 main:574] : INFO : Epoch 1665 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 1659.12 ms [2021-09-27 02:47:31 main:574] : INFO : Epoch 1666 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 1618.89 ms [2021-09-27 02:47:33 main:574] : INFO : Epoch 1667 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 1633.23 ms [2021-09-27 02:47:34 main:574] : INFO : Epoch 1668 | loss: 0.0311803 | val_loss: 0.0311787 | Time: 1634.23 ms [2021-09-27 02:47:36 main:574] : INFO : Epoch 1669 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1610.05 ms [2021-09-27 02:47:38 main:574] : INFO : Epoch 1670 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 1628.81 ms [2021-09-27 02:47:39 main:574] : INFO : Epoch 1671 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 1630.78 ms [2021-09-27 02:47:41 main:574] : INFO : Epoch 1672 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1654.79 ms [2021-09-27 02:47:43 main:574] : INFO : Epoch 1673 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 1657.57 ms [2021-09-27 02:47:44 main:574] : INFO : Epoch 1674 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 1620.89 ms [2021-09-27 02:47:46 main:574] : INFO : Epoch 1675 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 1647.75 ms [2021-09-27 02:47:48 main:574] : INFO : Epoch 1676 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 1613.06 ms [2021-09-27 02:47:49 main:574] : INFO : Epoch 1677 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 1608.8 ms [2021-09-27 02:47:51 main:574] : INFO : Epoch 1678 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1642.94 ms [2021-09-27 02:47:52 main:574] : INFO : Epoch 1679 | loss: 0.031175 | val_loss: 0.0311789 | Time: 1628.57 ms [2021-09-27 02:47:54 main:574] : INFO : Epoch 1680 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 1658.92 ms [2021-09-27 02:47:56 main:574] : INFO : Epoch 1681 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1642.39 ms [2021-09-27 02:47:57 main:574] : INFO : Epoch 1682 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 1633.94 ms [2021-09-27 02:47:59 main:574] : INFO : Epoch 1683 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1642.95 ms [2021-09-27 02:48:01 main:574] : INFO : Epoch 1684 | loss: 0.0311767 | val_loss: 0.0311748 | Time: 1629.06 ms [2021-09-27 02:48:02 main:574] : INFO : Epoch 1685 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 1622 ms [2021-09-27 02:48:04 main:574] : INFO : Epoch 1686 | loss: 0.031175 | val_loss: 0.0311748 | Time: 1631.48 ms [2021-09-27 02:48:06 main:574] : INFO : Epoch 1687 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 1629.86 ms [2021-09-27 02:48:07 main:574] : INFO : Epoch 1688 | loss: 0.0311742 | val_loss: 0.0311738 | Time: 1635.04 ms [2021-09-27 02:48:09 main:574] : INFO : Epoch 1689 | loss: 0.0311766 | val_loss: 0.031179 | Time: 1639.41 ms [2021-09-27 02:48:10 main:574] : INFO : Epoch 1690 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 1637.09 ms [2021-09-27 02:48:12 main:574] : INFO : Epoch 1691 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 1646.41 ms [2021-09-27 02:48:14 main:574] : INFO : Epoch 1692 | loss: 0.0311751 | val_loss: 0.0311751 | Time: 1660.2 ms [2021-09-27 02:48:15 main:574] : INFO : Epoch 1693 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 1647.43 ms [2021-09-27 02:48:17 main:574] : INFO : Epoch 1694 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1643.69 ms [2021-09-27 02:48:19 main:574] : INFO : Epoch 1695 | loss: 0.031183 | val_loss: 0.0311806 | Time: 1617.77 ms [2021-09-27 02:48:20 main:574] : INFO : Epoch 1696 | loss: 0.0311839 | val_loss: 0.0311787 | Time: 1608.65 ms [2021-09-27 02:48:22 main:574] : INFO : Epoch 1697 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 1618.11 ms [2021-09-27 02:48:24 main:574] : INFO : Epoch 1698 | loss: 0.0311824 | val_loss: 0.0311792 | Time: 1628.37 ms [2021-09-27 02:48:25 main:574] : INFO : Epoch 1699 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1603.34 ms [2021-09-27 02:48:27 main:574] : INFO : Epoch 1700 | loss: 0.0311812 | val_loss: 0.0311779 | Time: 1611.44 ms [2021-09-27 02:48:29 main:574] : INFO : Epoch 1701 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 1654.57 ms [2021-09-27 02:48:30 main:574] : INFO : Epoch 1702 | loss: 0.0311798 | val_loss: 0.0311826 | Time: 1630.96 ms [2021-09-27 02:48:32 main:574] : INFO : Epoch 1703 | loss: 0.0311881 | val_loss: 0.0311854 | Time: 1623.04 ms [2021-09-27 02:48:33 main:574] : INFO : Epoch 1704 | loss: 0.0311912 | val_loss: 0.0311848 | Time: 1656.3 ms [2021-09-27 02:48:35 main:574] : INFO : Epoch 1705 | loss: 0.0311903 | val_loss: 0.0311831 | Time: 1644.19 ms [2021-09-27 02:48:37 main:574] : INFO : Epoch 1706 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 1632.55 ms [2021-09-27 02:48:38 main:574] : INFO : Epoch 1707 | loss: 0.0311928 | val_loss: 0.0311904 | Time: 1652.2 ms [2021-09-27 02:48:40 main:574] : INFO : Epoch 1708 | loss: 0.0311875 | val_loss: 0.031183 | Time: 1619.26 ms [2021-09-27 02:48:42 main:574] : INFO : Epoch 1709 | loss: 0.0311843 | val_loss: 0.031183 | Time: 1626.95 ms [2021-09-27 02:48:43 main:574] : INFO : Epoch 1710 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 1632.28 ms [2021-09-27 02:48:45 main:574] : INFO : Epoch 1711 | loss: 0.0311832 | val_loss: 0.0311829 | Time: 1639.73 ms [2021-09-27 02:48:47 main:574] : INFO : Epoch 1712 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 1609.42 ms [2021-09-27 02:48:48 main:574] : INFO : Epoch 1713 | loss: 0.0311914 | val_loss: 0.0311923 | Time: 1638.91 ms [2021-09-27 02:48:50 main:574] : INFO : Epoch 1714 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1636.95 ms [2021-09-27 02:48:51 main:574] : INFO : Epoch 1715 | loss: 0.0311919 | val_loss: 0.0311866 | Time: 1617.95 ms [2021-09-27 02:48:53 main:574] : INFO : Epoch 1716 | loss: 0.0311918 | val_loss: 0.0311866 | Time: 1640.36 ms [2021-09-27 02:48:55 main:574] : INFO : Epoch 1717 | loss: 0.0311904 | val_loss: 0.031186 | Time: 1654.54 ms [2021-09-27 02:48:56 main:574] : INFO : Epoch 1718 | loss: 0.0311913 | val_loss: 0.0311953 | Time: 1610.15 ms [2021-09-27 02:48:58 main:574] : INFO : Epoch 1719 | loss: 0.0311927 | val_loss: 0.0311889 | Time: 1634.52 ms [2021-09-27 02:49:00 main:574] : INFO : Epoch 1720 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 1640.89 ms [2021-09-27 02:49:01 main:574] : INFO : Epoch 1721 | loss: 0.0311886 | val_loss: 0.0311867 | Time: 1646.98 ms [2021-09-27 02:49:03 main:574] : INFO : Epoch 1722 | loss: 0.0311879 | val_loss: 0.0311869 | Time: 1606.61 ms [2021-09-27 02:49:05 main:574] : INFO : Epoch 1723 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 1641.18 ms [2021-09-27 02:49:06 main:574] : INFO : Epoch 1724 | loss: 0.031187 | val_loss: 0.0311864 | Time: 1627.42 ms [2021-09-27 02:49:08 main:574] : INFO : Epoch 1725 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 1628.11 ms [2021-09-27 02:49:09 main:574] : INFO : Epoch 1726 | loss: 0.0311854 | val_loss: 0.0311829 | Time: 1617.42 ms [2021-09-27 02:49:11 main:574] : INFO : Epoch 1727 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 1631.91 ms [2021-09-27 02:49:13 main:574] : INFO : Epoch 1728 | loss: 0.0311849 | val_loss: 0.0311843 | Time: 1671.14 ms [2021-09-27 02:49:14 main:574] : INFO : Epoch 1729 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 1660.13 ms [2021-09-27 02:49:16 main:574] : INFO : Epoch 1730 | loss: 0.0311875 | val_loss: 0.0311835 | Time: 1635.72 ms [2021-09-27 02:49:18 main:574] : INFO : Epoch 1731 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 1630.25 ms [2021-09-27 02:49:19 main:574] : INFO : Epoch 1732 | loss: 0.0311855 | val_loss: 0.0311813 | Time: 1654.72 ms [2021-09-27 02:49:21 main:574] : INFO : Epoch 1733 | loss: 0.0311864 | val_loss: 0.0311831 | Time: 1623.35 ms [2021-09-27 02:49:23 main:574] : INFO : Epoch 1734 | loss: 0.031187 | val_loss: 0.0311856 | Time: 1636.1 ms [2021-09-27 02:49:24 main:574] : INFO : Epoch 1735 | loss: 0.0311864 | val_loss: 0.031185 | Time: 1605.46 ms [2021-09-27 02:49:26 main:574] : INFO : Epoch 1736 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 1634.27 ms [2021-09-27 02:49:28 main:574] : INFO : Epoch 1737 | loss: 0.0311885 | val_loss: 0.0311831 | Time: 1639.86 ms [2021-09-27 02:49:29 main:574] : INFO : Epoch 1738 | loss: 0.031186 | val_loss: 0.031187 | Time: 1652.48 ms [2021-09-27 02:49:31 main:574] : INFO : Epoch 1739 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 1640.6 ms [2021-09-27 02:49:33 main:574] : INFO : Epoch 1740 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 1622.83 ms [2021-09-27 02:49:34 main:574] : INFO : Epoch 1741 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 1619.89 ms [2021-09-27 02:49:36 main:574] : INFO : Epoch 1742 | loss: 0.0311841 | val_loss: 0.0311855 | Time: 1631.21 ms [2021-09-27 02:49:37 main:574] : INFO : Epoch 1743 | loss: 0.0311834 | val_loss: 0.0311824 | Time: 1630.27 ms [2021-09-27 02:49:39 main:574] : INFO : Epoch 1744 | loss: 0.0311833 | val_loss: 0.0311817 | Time: 1662.07 ms [2021-09-27 02:49:41 main:574] : INFO : Epoch 1745 | loss: 0.0311815 | val_loss: 0.0311812 | Time: 1627.08 ms [2021-09-27 02:49:42 main:574] : INFO : Epoch 1746 | loss: 0.0311824 | val_loss: 0.0311899 | Time: 1636.48 ms [2021-09-27 02:49:44 main:574] : INFO : Epoch 1747 | loss: 0.0311846 | val_loss: 0.0311814 | Time: 1626.26 ms [2021-09-27 02:49:46 main:574] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 1639.28 ms [2021-09-27 02:49:47 main:574] : INFO : Epoch 1749 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1626.74 ms [2021-09-27 02:49:49 main:574] : INFO : Epoch 1750 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 1645.92 ms [2021-09-27 02:49:51 main:574] : INFO : Epoch 1751 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 1643.48 ms [2021-09-27 02:49:52 main:574] : INFO : Epoch 1752 | loss: 0.031184 | val_loss: 0.0311836 | Time: 1627.65 ms [2021-09-27 02:49:54 main:574] : INFO : Epoch 1753 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 1638.67 ms [2021-09-27 02:49:55 main:574] : INFO : Epoch 1754 | loss: 0.0311819 | val_loss: 0.0311808 | Time: 1607.82 ms [2021-09-27 02:49:57 main:574] : INFO : Epoch 1755 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 1634.05 ms [2021-09-27 02:49:59 main:574] : INFO : Epoch 1756 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 1639.69 ms [2021-09-27 02:50:00 main:574] : INFO : Epoch 1757 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 1638.72 ms [2021-09-27 02:50:02 main:574] : INFO : Epoch 1758 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 1627.68 ms [2021-09-27 02:50:04 main:574] : INFO : Epoch 1759 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 1592.34 ms [2021-09-27 02:50:05 main:574] : INFO : Epoch 1760 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 1612.42 ms [2021-09-27 02:50:07 main:574] : INFO : Epoch 1761 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 1637.42 ms [2021-09-27 02:50:09 main:574] : INFO : Epoch 1762 | loss: 0.0311798 | val_loss: 0.031179 | Time: 1621.38 ms [2021-09-27 02:50:10 main:574] : INFO : Epoch 1763 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 1637.15 ms [2021-09-27 02:50:12 main:574] : INFO : Epoch 1764 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1609.03 ms [2021-09-27 02:50:13 main:574] : INFO : Epoch 1765 | loss: 0.0311809 | val_loss: 0.0311796 | Time: 1630.18 ms [2021-09-27 02:50:15 main:574] : INFO : Epoch 1766 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 1662.54 ms [2021-09-27 02:50:17 main:574] : INFO : Epoch 1767 | loss: 0.0311791 | val_loss: 0.03118 | Time: 1613.93 ms [2021-09-27 02:50:18 main:574] : INFO : Epoch 1768 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 1642.23 ms [2021-09-27 02:50:20 main:574] : INFO : Epoch 1769 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 1601.52 ms [2021-09-27 02:50:22 main:574] : INFO : Epoch 1770 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 1630.53 ms [2021-09-27 02:50:23 main:574] : INFO : Epoch 1771 | loss: 0.031179 | val_loss: 0.0311803 | Time: 1628.83 ms [2021-09-27 02:50:25 main:574] : INFO : Epoch 1772 | loss: 0.0311781 | val_loss: 0.031179 | Time: 1643.84 ms [2021-09-27 02:50:27 main:574] : INFO : Epoch 1773 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 1617.79 ms [2021-09-27 02:50:28 main:574] : INFO : Epoch 1774 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 1620.73 ms [2021-09-27 02:50:30 main:574] : INFO : Epoch 1775 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1592.98 ms [2021-09-27 02:50:31 main:574] : INFO : Epoch 1776 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 1647.7 ms [2021-09-27 02:50:33 main:574] : INFO : Epoch 1777 | loss: 0.0311861 | val_loss: 0.031194 | Time: 1655.53 ms [2021-09-27 02:50:35 main:574] : INFO : Epoch 1778 | loss: 0.0311869 | val_loss: 0.0311812 | Time: 1637.53 ms [2021-09-27 02:50:36 main:574] : INFO : Epoch 1779 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 1643.05 ms [2021-09-27 02:50:38 main:574] : INFO : Epoch 1780 | loss: 0.0311809 | val_loss: 0.0311796 | Time: 1639.01 ms [2021-09-27 02:50:40 main:574] : INFO : Epoch 1781 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 1650.49 ms [2021-09-27 02:50:41 main:574] : INFO : Epoch 1782 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 1622.94 ms [2021-09-27 02:50:43 main:574] : INFO : Epoch 1783 | loss: 0.0311824 | val_loss: 0.0311773 | Time: 1615.18 ms [2021-09-27 02:50:45 main:574] : INFO : Epoch 1784 | loss: 0.0311822 | val_loss: 0.0311783 | Time: 1629.25 ms [2021-09-27 02:50:46 main:574] : INFO : Epoch 1785 | loss: 0.0311813 | val_loss: 0.0311786 | Time: 1620.66 ms [2021-09-27 02:50:48 main:574] : INFO : Epoch 1786 | loss: 0.0311804 | val_loss: 0.0311777 | Time: 1637.22 ms [2021-09-27 02:50:49 main:574] : INFO : Epoch 1787 | loss: 0.031179 | val_loss: 0.0311796 | Time: 1648.06 ms [2021-09-27 02:50:51 main:574] : INFO : Epoch 1788 | loss: 0.0311783 | val_loss: 0.0311767 | Time: 1640.26 ms [2021-09-27 02:50:53 main:574] : INFO : Epoch 1789 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1606.55 ms [2021-09-27 02:50:54 main:574] : INFO : Epoch 1790 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 1634.01 ms [2021-09-27 02:50:56 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 1622.72 ms [2021-09-27 02:50:58 main:574] : INFO : Epoch 1792 | loss: 0.031177 | val_loss: 0.0311772 | Time: 1644.9 ms [2021-09-27 02:50:59 main:574] : INFO : Epoch 1793 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 1645.57 ms [2021-09-27 02:51:01 main:574] : INFO : Epoch 1794 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1625.53 ms [2021-09-27 02:51:03 main:574] : INFO : Epoch 1795 | loss: 0.0311833 | val_loss: 0.0311822 | Time: 1636.03 ms [2021-09-27 02:51:04 main:574] : INFO : Epoch 1796 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 1625.31 ms [2021-09-27 02:51:06 main:574] : INFO : Epoch 1797 | loss: 0.0311807 | val_loss: 0.0311807 | Time: 1633.82 ms [2021-09-27 02:51:07 main:574] : INFO : Epoch 1798 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 1633.77 ms [2021-09-27 02:51:09 main:574] : INFO : Epoch 1799 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 1635.66 ms [2021-09-27 02:51:11 main:574] : INFO : Epoch 1800 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1641.74 ms [2021-09-27 02:51:12 main:574] : INFO : Epoch 1801 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 1641.51 ms [2021-09-27 02:51:14 main:574] : INFO : Epoch 1802 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 1625.09 ms [2021-09-27 02:51:16 main:574] : INFO : Epoch 1803 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 1642.67 ms [2021-09-27 02:51:17 main:574] : INFO : Epoch 1804 | loss: 0.0311795 | val_loss: 0.0311962 | Time: 1632.79 ms [2021-09-27 02:51:19 main:574] : INFO : Epoch 1805 | loss: 0.0312081 | val_loss: 0.0312144 | Time: 1632.19 ms [2021-09-27 02:51:21 main:574] : INFO : Epoch 1806 | loss: 0.0312167 | val_loss: 0.0312169 | Time: 1665.37 ms [2021-09-27 02:51:22 main:574] : INFO : Epoch 1807 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 1658.31 ms [2021-09-27 02:51:24 main:574] : INFO : Epoch 1808 | loss: 0.0312183 | val_loss: 0.0312166 | Time: 1632.03 ms [2021-09-27 02:51:26 main:574] : INFO : Epoch 1809 | loss: 0.0312154 | val_loss: 0.031217 | Time: 1653.7 ms [2021-09-27 02:51:27 main:574] : INFO : Epoch 1810 | loss: 0.0312154 | val_loss: 0.0312147 | Time: 1614.33 ms [2021-09-27 02:51:29 main:574] : INFO : Epoch 1811 | loss: 0.0312143 | val_loss: 0.0312157 | Time: 1635.92 ms [2021-09-27 02:51:31 main:574] : INFO : Epoch 1812 | loss: 0.0312147 | val_loss: 0.0312139 | Time: 1610.56 ms [2021-09-27 02:51:32 main:574] : INFO : Epoch 1813 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 1649.87 ms [2021-09-27 02:51:34 main:574] : INFO : Epoch 1814 | loss: 0.031213 | val_loss: 0.031216 | Time: 1638.33 ms [2021-09-27 02:51:35 main:574] : INFO : Epoch 1815 | loss: 0.0312132 | val_loss: 0.0312135 | Time: 1675.13 ms [2021-09-27 02:51:37 main:574] : INFO : Epoch 1816 | loss: 0.0312123 | val_loss: 0.0312122 | Time: 1629.68 ms [2021-09-27 02:51:39 main:574] : INFO : Epoch 1817 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 1634.14 ms [2021-09-27 02:51:40 main:574] : INFO : Epoch 1818 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 1645.51 ms [2021-09-27 02:51:42 main:574] : INFO : Epoch 1819 | loss: 0.0312127 | val_loss: 0.0312125 | Time: 1658.57 ms [2021-09-27 02:51:44 main:574] : INFO : Epoch 1820 | loss: 0.0312132 | val_loss: 0.0312138 | Time: 1635.15 ms [2021-09-27 02:51:45 main:574] : INFO : Epoch 1821 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 1638.31 ms [2021-09-27 02:51:47 main:574] : INFO : Epoch 1822 | loss: 0.0312138 | val_loss: 0.0312123 | Time: 1629.05 ms [2021-09-27 02:51:49 main:574] : INFO : Epoch 1823 | loss: 0.031214 | val_loss: 0.0312127 | Time: 1633.67 ms [2021-09-27 02:51:50 main:574] : INFO : Epoch 1824 | loss: 0.0312116 | val_loss: 0.0312144 | Time: 1629.77 ms [2021-09-27 02:51:52 main:574] : INFO : Epoch 1825 | loss: 0.0312118 | val_loss: 0.0312146 | Time: 1654.47 ms [2021-09-27 02:51:54 main:574] : INFO : Epoch 1826 | loss: 0.0312113 | val_loss: 0.0312126 | Time: 1625.25 ms [2021-09-27 02:51:55 main:574] : INFO : Epoch 1827 | loss: 0.031213 | val_loss: 0.0312195 | Time: 1663.88 ms [2021-09-27 02:51:57 main:574] : INFO : Epoch 1828 | loss: 0.0312146 | val_loss: 0.0312135 | Time: 1631.43 ms [2021-09-27 02:51:59 main:574] : INFO : Epoch 1829 | loss: 0.0312143 | val_loss: 0.0312136 | Time: 1629.07 ms [2021-09-27 02:52:00 main:574] : INFO : Epoch 1830 | loss: 0.031214 | val_loss: 0.031213 | Time: 1651.92 ms [2021-09-27 02:52:02 main:574] : INFO : Epoch 1831 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 1630.01 ms [2021-09-27 02:52:03 main:574] : INFO : Epoch 1832 | loss: 0.0312126 | val_loss: 0.0312123 | Time: 1656.01 ms [2021-09-27 02:52:05 main:574] : INFO : Epoch 1833 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 1617.35 ms [2021-09-27 02:52:07 main:574] : INFO : Epoch 1834 | loss: 0.0312123 | val_loss: 0.0312143 | Time: 1644.46 ms [2021-09-27 02:52:08 main:574] : INFO : Epoch 1835 | loss: 0.0312109 | val_loss: 0.0312142 | Time: 1626.62 ms [2021-09-27 02:52:10 main:574] : INFO : Epoch 1836 | loss: 0.0312109 | val_loss: 0.0312098 | Time: 1636.73 ms [2021-09-27 02:52:12 main:574] : INFO : Epoch 1837 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 1642.5 ms [2021-09-27 02:52:13 main:574] : INFO : Epoch 1838 | loss: 0.0312102 | val_loss: 0.0312106 | Time: 1616.49 ms [2021-09-27 02:52:15 main:574] : INFO : Epoch 1839 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 1646.37 ms [2021-09-27 02:52:17 main:574] : INFO : Epoch 1840 | loss: 0.0312087 | val_loss: 0.0312095 | Time: 1627.76 ms [2021-09-27 02:52:18 main:574] : INFO : Epoch 1841 | loss: 0.0312087 | val_loss: 0.0312093 | Time: 1609.6 ms [2021-09-27 02:52:20 main:574] : INFO : Epoch 1842 | loss: 0.0312091 | val_loss: 0.0312096 | Time: 1613.06 ms [2021-09-27 02:52:21 main:574] : INFO : Epoch 1843 | loss: 0.0312091 | val_loss: 0.0312093 | Time: 1630.23 ms [2021-09-27 02:52:23 main:574] : INFO : Epoch 1844 | loss: 0.031209 | val_loss: 0.0312108 | Time: 1657.95 ms [2021-09-27 02:52:25 main:574] : INFO : Epoch 1845 | loss: 0.031209 | val_loss: 0.0312095 | Time: 1613.29 ms [2021-09-27 02:52:26 main:574] : INFO : Epoch 1846 | loss: 0.0312094 | val_loss: 0.0312087 | Time: 1636.63 ms [2021-09-27 02:52:28 main:574] : INFO : Epoch 1847 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 1610.65 ms [2021-09-27 02:52:30 main:574] : INFO : Epoch 1848 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 1633.62 ms [2021-09-27 02:52:31 main:574] : INFO : Epoch 1849 | loss: 0.0312106 | val_loss: 0.031209 | Time: 1633.38 ms [2021-09-27 02:52:33 main:574] : INFO : Epoch 1850 | loss: 0.031208 | val_loss: 0.0312096 | Time: 1595.81 ms [2021-09-27 02:52:35 main:574] : INFO : Epoch 1851 | loss: 0.0312085 | val_loss: 0.0312084 | Time: 1618.53 ms [2021-09-27 02:52:36 main:574] : INFO : Epoch 1852 | loss: 0.0312083 | val_loss: 0.0312096 | Time: 1628.24 ms [2021-09-27 02:52:38 main:574] : INFO : Epoch 1853 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 1623.64 ms [2021-09-27 02:52:39 main:574] : INFO : Epoch 1854 | loss: 0.0312084 | val_loss: 0.0312087 | Time: 1622.48 ms [2021-09-27 02:52:41 main:574] : INFO : Epoch 1855 | loss: 0.0312091 | val_loss: 0.0312099 | Time: 1612.82 ms [2021-09-27 02:52:43 main:574] : INFO : Epoch 1856 | loss: 0.0312087 | val_loss: 0.0312088 | Time: 1629.46 ms [2021-09-27 02:52:44 main:574] : INFO : Epoch 1857 | loss: 0.0312076 | val_loss: 0.0312097 | Time: 1622.48 ms [2021-09-27 02:52:46 main:574] : INFO : Epoch 1858 | loss: 0.0312077 | val_loss: 0.031208 | Time: 1676.48 ms [2021-09-27 02:52:48 main:574] : INFO : Epoch 1859 | loss: 0.0312073 | val_loss: 0.0312079 | Time: 1636.48 ms [2021-09-27 02:52:49 main:574] : INFO : Epoch 1860 | loss: 0.0312066 | val_loss: 0.0312078 | Time: 1616.68 ms [2021-09-27 02:52:51 main:574] : INFO : Epoch 1861 | loss: 0.031207 | val_loss: 0.0312087 | Time: 1642.16 ms [2021-09-27 02:52:53 main:574] : INFO : Epoch 1862 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 1638.12 ms [2021-09-27 02:52:54 main:574] : INFO : Epoch 1863 | loss: 0.0312079 | val_loss: 0.0312082 | Time: 1646.6 ms [2021-09-27 02:52:56 main:574] : INFO : Epoch 1864 | loss: 0.0312066 | val_loss: 0.0312088 | Time: 1626.54 ms [2021-09-27 02:52:57 main:574] : INFO : Epoch 1865 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 1618.77 ms [2021-09-27 02:52:59 main:574] : INFO : Epoch 1866 | loss: 0.0312062 | val_loss: 0.031209 | Time: 1609.19 ms [2021-09-27 02:53:01 main:574] : INFO : Epoch 1867 | loss: 0.0312076 | val_loss: 0.0312099 | Time: 1658.4 ms [2021-09-27 02:53:02 main:574] : INFO : Epoch 1868 | loss: 0.0312063 | val_loss: 0.0312085 | Time: 1621.65 ms [2021-09-27 02:53:04 main:574] : INFO : Epoch 1869 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 1632.84 ms [2021-09-27 02:53:06 main:574] : INFO : Epoch 1870 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 1634.77 ms [2021-09-27 02:53:07 main:574] : INFO : Epoch 1871 | loss: 0.0312094 | val_loss: 0.0312117 | Time: 1643.98 ms [2021-09-27 02:53:09 main:574] : INFO : Epoch 1872 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 1627.1 ms [2021-09-27 02:53:11 main:574] : INFO : Epoch 1873 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 1598.92 ms [2021-09-27 02:53:12 main:574] : INFO : Epoch 1874 | loss: 0.0312098 | val_loss: 0.0312139 | Time: 1662.51 ms [2021-09-27 02:53:14 main:574] : INFO : Epoch 1875 | loss: 0.031211 | val_loss: 0.0312131 | Time: 1645.71 ms [2021-09-27 02:53:15 main:574] : INFO : Epoch 1876 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 1598.27 ms [2021-09-27 02:53:17 main:574] : INFO : Epoch 1877 | loss: 0.0312111 | val_loss: 0.0312106 | Time: 1624.7 ms [2021-09-27 02:53:19 main:574] : INFO : Epoch 1878 | loss: 0.0312107 | val_loss: 0.0312124 | Time: 1599.38 ms [2021-09-27 02:53:20 main:574] : INFO : Epoch 1879 | loss: 0.031209 | val_loss: 0.0312124 | Time: 1615.78 ms [2021-09-27 02:53:22 main:574] : INFO : Epoch 1880 | loss: 0.0312088 | val_loss: 0.0312104 | Time: 1608.74 ms [2021-09-27 02:53:24 main:574] : INFO : Epoch 1881 | loss: 0.0312082 | val_loss: 0.0312106 | Time: 1631.2 ms [2021-09-27 02:53:25 main:574] : INFO : Epoch 1882 | loss: 0.0312087 | val_loss: 0.0312106 | Time: 1630.66 ms [2021-09-27 02:53:27 main:574] : INFO : Epoch 1883 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 1653.47 ms [2021-09-27 02:53:29 main:574] : INFO : Epoch 1884 | loss: 0.0312081 | val_loss: 0.0312105 | Time: 1665.2 ms [2021-09-27 02:53:30 main:574] : INFO : Epoch 1885 | loss: 0.0312083 | val_loss: 0.0312104 | Time: 1612.51 ms [2021-09-27 02:53:32 main:574] : INFO : Epoch 1886 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1576.92 ms [2021-09-27 02:53:33 main:574] : INFO : Epoch 1887 | loss: 0.031211 | val_loss: 0.0312115 | Time: 1616.42 ms [2021-09-27 02:53:35 main:574] : INFO : Epoch 1888 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 1615.63 ms [2021-09-27 02:53:37 main:574] : INFO : Epoch 1889 | loss: 0.0312086 | val_loss: 0.0312101 | Time: 1618.12 ms [2021-09-27 02:53:38 main:574] : INFO : Epoch 1890 | loss: 0.031207 | val_loss: 0.0312103 | Time: 1631.01 ms [2021-09-27 02:53:40 main:574] : INFO : Epoch 1891 | loss: 0.0312077 | val_loss: 0.0312109 | Time: 1615.84 ms [2021-09-27 02:53:41 main:574] : INFO : Epoch 1892 | loss: 0.0312084 | val_loss: 0.0312098 | Time: 1610.72 ms [2021-09-27 02:53:43 main:574] : INFO : Epoch 1893 | loss: 0.0312078 | val_loss: 0.0312106 | Time: 1607.77 ms [2021-09-27 02:53:45 main:574] : INFO : Epoch 1894 | loss: 0.0312078 | val_loss: 0.0312105 | Time: 1633.48 ms [2021-09-27 02:53:46 main:574] : INFO : Epoch 1895 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 1598.98 ms [2021-09-27 02:53:48 main:574] : INFO : Epoch 1896 | loss: 0.031207 | val_loss: 0.0312098 | Time: 1626.58 ms [2021-09-27 02:53:50 main:574] : INFO : Epoch 1897 | loss: 0.0312062 | val_loss: 0.0312102 | Time: 1630.21 ms [2021-09-27 02:53:51 main:574] : INFO : Epoch 1898 | loss: 0.0312073 | val_loss: 0.0312097 | Time: 1631.15 ms [2021-09-27 02:53:53 main:574] : INFO : Epoch 1899 | loss: 0.0312056 | val_loss: 0.0312111 | Time: 1634.82 ms [2021-09-27 02:53:55 main:574] : INFO : Epoch 1900 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 1625.48 ms [2021-09-27 02:53:56 main:574] : INFO : Epoch 1901 | loss: 0.0312056 | val_loss: 0.0312087 | Time: 1629.47 ms [2021-09-27 02:53:58 main:574] : INFO : Epoch 1902 | loss: 0.0312068 | val_loss: 0.0312096 | Time: 1628.13 ms [2021-09-27 02:53:59 main:574] : INFO : Epoch 1903 | loss: 0.0312057 | val_loss: 0.0312117 | Time: 1612.26 ms [2021-09-27 02:54:01 main:574] : INFO : Epoch 1904 | loss: 0.0312059 | val_loss: 0.031209 | Time: 1639.96 ms [2021-09-27 02:54:03 main:574] : INFO : Epoch 1905 | loss: 0.0312061 | val_loss: 0.0312093 | Time: 1631.87 ms [2021-09-27 02:54:04 main:574] : INFO : Epoch 1906 | loss: 0.0312052 | val_loss: 0.0312096 | Time: 1613.13 ms [2021-09-27 02:54:06 main:574] : INFO : Epoch 1907 | loss: 0.0312066 | val_loss: 0.0312128 | Time: 1654.74 ms [2021-09-27 02:54:08 main:574] : INFO : Epoch 1908 | loss: 0.031205 | val_loss: 0.0312098 | Time: 1655.85 ms [2021-09-27 02:54:09 main:574] : INFO : Epoch 1909 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 1631.99 ms [2021-09-27 02:54:11 main:574] : INFO : Epoch 1910 | loss: 0.0312091 | val_loss: 0.0312107 | Time: 1603.43 ms [2021-09-27 02:54:13 main:574] : INFO : Epoch 1911 | loss: 0.0312058 | val_loss: 0.0312103 | Time: 1625.79 ms [2021-09-27 02:54:14 main:574] : INFO : Epoch 1912 | loss: 0.0312053 | val_loss: 0.0312108 | Time: 1625.18 ms [2021-09-27 02:54:16 main:574] : INFO : Epoch 1913 | loss: 0.0312054 | val_loss: 0.0312098 | Time: 1615.58 ms [2021-09-27 02:54:17 main:574] : INFO : Epoch 1914 | loss: 0.0312062 | val_loss: 0.0312096 | Time: 1637.04 ms [2021-09-27 02:54:19 main:574] : INFO : Epoch 1915 | loss: 0.0312052 | val_loss: 0.0312101 | Time: 1658.57 ms [2021-09-27 02:54:21 main:574] : INFO : Epoch 1916 | loss: 0.0312042 | val_loss: 0.0312098 | Time: 1609.44 ms [2021-09-27 02:54:22 main:574] : INFO : Epoch 1917 | loss: 0.0312042 | val_loss: 0.0312101 | Time: 1626.71 ms [2021-09-27 02:54:24 main:574] : INFO : Epoch 1918 | loss: 0.0312042 | val_loss: 0.0312092 | Time: 1647.78 ms [2021-09-27 02:54:26 main:574] : INFO : Epoch 1919 | loss: 0.0312046 | val_loss: 0.0312093 | Time: 1609.78 ms [2021-09-27 02:54:27 main:574] : INFO : Epoch 1920 | loss: 0.0312046 | val_loss: 0.0312094 | Time: 1636.47 ms [2021-09-27 02:54:29 main:574] : INFO : Epoch 1921 | loss: 0.0312044 | val_loss: 0.0312102 | Time: 1613 ms [2021-09-27 02:54:31 main:574] : INFO : Epoch 1922 | loss: 0.0312098 | val_loss: 0.0312095 | Time: 1637.85 ms [2021-09-27 02:54:32 main:574] : INFO : Epoch 1923 | loss: 0.0312065 | val_loss: 0.0312121 | Time: 1644.63 ms [2021-09-27 02:54:34 main:574] : INFO : Epoch 1924 | loss: 0.031205 | val_loss: 0.0312104 | Time: 1630.54 ms [2021-09-27 02:54:35 main:574] : INFO : Epoch 1925 | loss: 0.0312034 | val_loss: 0.0312093 | Time: 1634.89 ms [2021-09-27 02:54:37 main:574] : INFO : Epoch 1926 | loss: 0.0312038 | val_loss: 0.0312116 | Time: 1631.17 ms [2021-09-27 02:54:39 main:574] : INFO : Epoch 1927 | loss: 0.0312035 | val_loss: 0.0312092 | Time: 1636.03 ms [2021-09-27 02:54:40 main:574] : INFO : Epoch 1928 | loss: 0.0312028 | val_loss: 0.031211 | Time: 1623.82 ms [2021-09-27 02:54:42 main:574] : INFO : Epoch 1929 | loss: 0.031205 | val_loss: 0.0312094 | Time: 1636.57 ms [2021-09-27 02:54:44 main:574] : INFO : Epoch 1930 | loss: 0.0312042 | val_loss: 0.0312111 | Time: 1643.14 ms [2021-09-27 02:54:45 main:574] : INFO : Epoch 1931 | loss: 0.0312037 | val_loss: 0.0312098 | Time: 1632.16 ms [2021-09-27 02:54:47 main:574] : INFO : Epoch 1932 | loss: 0.0312026 | val_loss: 0.03121 | Time: 1651.28 ms [2021-09-27 02:54:49 main:574] : INFO : Epoch 1933 | loss: 0.0312039 | val_loss: 0.0312108 | Time: 1653.83 ms [2021-09-27 02:54:50 main:574] : INFO : Epoch 1934 | loss: 0.031204 | val_loss: 0.0312098 | Time: 1618.76 ms [2021-09-27 02:54:52 main:574] : INFO : Epoch 1935 | loss: 0.0312038 | val_loss: 0.0312094 | Time: 1601.21 ms [2021-09-27 02:54:53 main:574] : INFO : Epoch 1936 | loss: 0.0312029 | val_loss: 0.0312098 | Time: 1639.77 ms [2021-09-27 02:54:55 main:574] : INFO : Epoch 1937 | loss: 0.0312035 | val_loss: 0.0312087 | Time: 1616.23 ms [2021-09-27 02:54:57 main:574] : INFO : Epoch 1938 | loss: 0.0312022 | val_loss: 0.0312088 | Time: 1636.24 ms [2021-09-27 02:54:58 main:574] : INFO : Epoch 1939 | loss: 0.0312022 | val_loss: 0.0312092 | Time: 1657.84 ms [2021-09-27 02:55:00 main:574] : INFO : Epoch 1940 | loss: 0.031202 | val_loss: 0.0312099 | Time: 1627.77 ms [2021-09-27 02:55:02 main:574] : INFO : Epoch 1941 | loss: 0.0312022 | val_loss: 0.0312089 | Time: 1633.12 ms [2021-09-27 02:55:03 main:574] : INFO : Epoch 1942 | loss: 0.0312046 | val_loss: 0.0312219 | Time: 1646.95 ms [2021-09-27 02:55:05 main:574] : INFO : Epoch 1943 | loss: 0.0312115 | val_loss: 0.0312111 | Time: 1644.53 ms [2021-09-27 02:55:07 main:574] : INFO : Epoch 1944 | loss: 0.0312077 | val_loss: 0.0312096 | Time: 1623.57 ms [2021-09-27 02:55:08 main:574] : INFO : Epoch 1945 | loss: 0.0312032 | val_loss: 0.0312076 | Time: 1656.86 ms [2021-09-27 02:55:10 main:574] : INFO : Epoch 1946 | loss: 0.0312054 | val_loss: 0.0312093 | Time: 1638.31 ms [2021-09-27 02:55:12 main:574] : INFO : Epoch 1947 | loss: 0.0312038 | val_loss: 0.0312094 | Time: 1601.58 ms [2021-09-27 02:55:13 main:574] : INFO : Epoch 1948 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 1623.12 ms [2021-09-27 02:55:15 main:574] : INFO : Epoch 1949 | loss: 0.0312023 | val_loss: 0.0312104 | Time: 1621.27 ms [2021-09-27 02:55:16 main:574] : INFO : Epoch 1950 | loss: 0.0312055 | val_loss: 0.0312126 | Time: 1644.93 ms [2021-09-27 02:55:18 main:574] : INFO : Epoch 1951 | loss: 0.0312057 | val_loss: 0.0312085 | Time: 1632.55 ms [2021-09-27 02:55:20 main:574] : INFO : Epoch 1952 | loss: 0.0312032 | val_loss: 0.0312075 | Time: 1641.27 ms [2021-09-27 02:55:21 main:574] : INFO : Epoch 1953 | loss: 0.031202 | val_loss: 0.0312072 | Time: 1627.84 ms [2021-09-27 02:55:23 main:574] : INFO : Epoch 1954 | loss: 0.0312025 | val_loss: 0.0312092 | Time: 1639.46 ms [2021-09-27 02:55:25 main:574] : INFO : Epoch 1955 | loss: 0.0312024 | val_loss: 0.0312069 | Time: 1607.49 ms [2021-09-27 02:55:26 main:574] : INFO : Epoch 1956 | loss: 0.0312019 | val_loss: 0.031209 | Time: 1642.56 ms [2021-09-27 02:55:28 main:574] : INFO : Epoch 1957 | loss: 0.0312024 | val_loss: 0.0312084 | Time: 1656.11 ms [2021-09-27 02:55:30 main:574] : INFO : Epoch 1958 | loss: 0.0312035 | val_loss: 0.0312132 | Time: 1651.76 ms [2021-09-27 02:55:31 main:574] : INFO : Epoch 1959 | loss: 0.0312035 | val_loss: 0.0312068 | Time: 1670.06 ms [2021-09-27 02:55:33 main:574] : INFO : Epoch 1960 | loss: 0.0312011 | val_loss: 0.0312072 | Time: 1661.8 ms [2021-09-27 02:55:35 main:574] : INFO : Epoch 1961 | loss: 0.0312021 | val_loss: 0.0312096 | Time: 1632.33 ms [2021-09-27 02:55:36 main:574] : INFO : Epoch 1962 | loss: 0.0312021 | val_loss: 0.0312106 | Time: 1612.49 ms [2021-09-27 02:55:38 main:574] : INFO : Epoch 1963 | loss: 0.0312042 | val_loss: 0.0312107 | Time: 1592.71 ms [2021-09-27 02:55:39 main:574] : INFO : Epoch 1964 | loss: 0.0312034 | val_loss: 0.0312113 | Time: 1624.26 ms [2021-09-27 02:55:41 main:574] : INFO : Epoch 1965 | loss: 0.031204 | val_loss: 0.031208 | Time: 1621.61 ms [2021-09-27 02:55:43 main:574] : INFO : Epoch 1966 | loss: 0.0312047 | val_loss: 0.0312108 | Time: 1597.27 ms [2021-09-27 02:55:44 main:574] : INFO : Epoch 1967 | loss: 0.0312038 | val_loss: 0.0312099 | Time: 1636.16 ms [2021-09-27 02:55:46 main:574] : INFO : Epoch 1968 | loss: 0.0312036 | val_loss: 0.0312127 | Time: 1627.18 ms [2021-09-27 02:55:48 main:574] : INFO : Epoch 1969 | loss: 0.0312042 | val_loss: 0.0312092 | Time: 1639.96 ms [2021-09-27 02:55:49 main:574] : INFO : Epoch 1970 | loss: 0.0312025 | val_loss: 0.0312076 | Time: 1601.4 ms [2021-09-27 02:55:51 main:574] : INFO : Epoch 1971 | loss: 0.031202 | val_loss: 0.0312102 | Time: 1598.51 ms [2021-09-27 02:55:52 main:574] : INFO : Epoch 1972 | loss: 0.0312032 | val_loss: 0.0312111 | Time: 1609.01 ms [2021-09-27 02:55:54 main:574] : INFO : Epoch 1973 | loss: 0.0312035 | val_loss: 0.0312086 | Time: 1621.59 ms [2021-09-27 02:55:56 main:574] : INFO : Epoch 1974 | loss: 0.0312019 | val_loss: 0.0312075 | Time: 1623.92 ms [2021-09-27 02:55:57 main:574] : INFO : Epoch 1975 | loss: 0.0312012 | val_loss: 0.031207 | Time: 1626.02 ms [2021-09-27 02:55:59 main:574] : INFO : Epoch 1976 | loss: 0.0312021 | val_loss: 0.0312088 | Time: 1630.09 ms [2021-09-27 02:56:01 main:574] : INFO : Epoch 1977 | loss: 0.0312029 | val_loss: 0.0312072 | Time: 1621.59 ms [2021-09-27 02:56:02 main:574] : INFO : Epoch 1978 | loss: 0.0312019 | val_loss: 0.0312079 | Time: 1630 ms [2021-09-27 02:56:04 main:574] : INFO : Epoch 1979 | loss: 0.0312013 | val_loss: 0.0312078 | Time: 1666.73 ms [2021-09-27 02:56:05 main:574] : INFO : Epoch 1980 | loss: 0.031202 | val_loss: 0.0312083 | Time: 1611.1 ms [2021-09-27 02:56:07 main:574] : INFO : Epoch 1981 | loss: 0.0312028 | val_loss: 0.0312068 | Time: 1616.6 ms [2021-09-27 02:56:09 main:574] : INFO : Epoch 1982 | loss: 0.0312021 | val_loss: 0.0312122 | Time: 1632.66 ms [2021-09-27 02:56:10 main:574] : INFO : Epoch 1983 | loss: 0.0312031 | val_loss: 0.031211 | Time: 1656.64 ms [2021-09-27 02:56:12 main:574] : INFO : Epoch 1984 | loss: 0.0312021 | val_loss: 0.0312083 | Time: 1642.35 ms [2021-09-27 02:56:14 main:574] : INFO : Epoch 1985 | loss: 0.0312011 | val_loss: 0.0312074 | Time: 1642.38 ms [2021-09-27 02:56:15 main:574] : INFO : Epoch 1986 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 1642.94 ms [2021-09-27 02:56:17 main:574] : INFO : Epoch 1987 | loss: 0.031203 | val_loss: 0.0312085 | Time: 1649.75 ms [2021-09-27 02:56:19 main:574] : INFO : Epoch 1988 | loss: 0.0312025 | val_loss: 0.0312076 | Time: 1619.54 ms [2021-09-27 02:56:20 main:574] : INFO : Epoch 1989 | loss: 0.0312029 | val_loss: 0.0312079 | Time: 1615.61 ms [2021-09-27 02:56:22 main:574] : INFO : Epoch 1990 | loss: 0.0312012 | val_loss: 0.0312106 | Time: 1637.1 ms [2021-09-27 02:56:24 main:574] : INFO : Epoch 1991 | loss: 0.0312026 | val_loss: 0.0312071 | Time: 1645.44 ms [2021-09-27 02:56:25 main:574] : INFO : Epoch 1992 | loss: 0.0312004 | val_loss: 0.0312074 | Time: 1602.05 ms [2021-09-27 02:56:27 main:574] : INFO : Epoch 1993 | loss: 0.0312001 | val_loss: 0.0312063 | Time: 1598.35 ms [2021-09-27 02:56:28 main:574] : INFO : Epoch 1994 | loss: 0.0312007 | val_loss: 0.0312093 | Time: 1637.24 ms [2021-09-27 02:56:30 main:574] : INFO : Epoch 1995 | loss: 0.031204 | val_loss: 0.0312141 | Time: 1617.77 ms [2021-09-27 02:56:32 main:574] : INFO : Epoch 1996 | loss: 0.031204 | val_loss: 0.0312069 | Time: 1637.89 ms [2021-09-27 02:56:33 main:574] : INFO : Epoch 1997 | loss: 0.0312004 | val_loss: 0.031207 | Time: 1618.18 ms [2021-09-27 02:56:35 main:574] : INFO : Epoch 1998 | loss: 0.0312012 | val_loss: 0.0312077 | Time: 1634.35 ms [2021-09-27 02:56:37 main:574] : INFO : Epoch 1999 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 1627.17 ms [2021-09-27 02:56:38 main:574] : INFO : Epoch 2000 | loss: 0.0312012 | val_loss: 0.0312069 | Time: 1636.79 ms [2021-09-27 02:56:40 main:574] : INFO : Epoch 2001 | loss: 0.0312018 | val_loss: 0.0312058 | Time: 1630.82 ms [2021-09-27 02:56:41 main:574] : INFO : Epoch 2002 | loss: 0.0312012 | val_loss: 0.0312053 | Time: 1611.31 ms [2021-09-27 02:56:43 main:574] : INFO : Epoch 2003 | loss: 0.0312041 | val_loss: 0.031208 | Time: 1615.73 ms [2021-09-27 02:56:45 main:574] : INFO : Epoch 2004 | loss: 0.0312069 | val_loss: 0.0312114 | Time: 1634.42 ms [2021-09-27 02:56:46 main:574] : INFO : Epoch 2005 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 1636.06 ms [2021-09-27 02:56:48 main:574] : INFO : Epoch 2006 | loss: 0.0312017 | val_loss: 0.0312061 | Time: 1639.98 ms [2021-09-27 02:56:50 main:574] : INFO : Epoch 2007 | loss: 0.031203 | val_loss: 0.031207 | Time: 1616.53 ms [2021-09-27 02:56:51 main:574] : INFO : Epoch 2008 | loss: 0.0312029 | val_loss: 0.0312061 | Time: 1601.34 ms [2021-09-27 02:56:53 main:574] : INFO : Epoch 2009 | loss: 0.0312005 | val_loss: 0.0312058 | Time: 1633.09 ms [2021-09-27 02:56:55 main:574] : INFO : Epoch 2010 | loss: 0.0312015 | val_loss: 0.0312077 | Time: 1612.2 ms [2021-09-27 02:56:56 main:574] : INFO : Epoch 2011 | loss: 0.0312018 | val_loss: 0.0312062 | Time: 1613.36 ms [2021-09-27 02:56:58 main:574] : INFO : Epoch 2012 | loss: 0.031201 | val_loss: 0.0312071 | Time: 1638.67 ms [2021-09-27 02:56:59 main:574] : INFO : Epoch 2013 | loss: 0.0312015 | val_loss: 0.0312059 | Time: 1654.03 ms [2021-09-27 02:57:01 main:574] : INFO : Epoch 2014 | loss: 0.0312006 | val_loss: 0.0312071 | Time: 1614.91 ms [2021-09-27 02:57:03 main:574] : INFO : Epoch 2015 | loss: 0.0312007 | val_loss: 0.0312076 | Time: 1609.62 ms [2021-09-27 02:57:04 main:574] : INFO : Epoch 2016 | loss: 0.0312015 | val_loss: 0.0312077 | Time: 1631.46 ms [2021-09-27 02:57:06 main:574] : INFO : Epoch 2017 | loss: 0.0312026 | val_loss: 0.0312136 | Time: 1645.86 ms [2021-09-27 02:57:08 main:574] : INFO : Epoch 2018 | loss: 0.0312052 | val_loss: 0.0312066 | Time: 1656.28 ms [2021-09-27 02:57:09 main:574] : INFO : Epoch 2019 | loss: 0.0312016 | val_loss: 0.0312087 | Time: 1634.97 ms [2021-09-27 02:57:11 main:574] : INFO : Epoch 2020 | loss: 0.0312015 | val_loss: 0.0312075 | Time: 1601.97 ms [2021-09-27 02:57:12 main:574] : INFO : Epoch 2021 | loss: 0.0312007 | val_loss: 0.0312073 | Time: 1601.31 ms [2021-09-27 02:57:14 main:574] : INFO : Epoch 2022 | loss: 0.0312027 | val_loss: 0.0312076 | Time: 1627.12 ms [2021-09-27 02:57:16 main:574] : INFO : Epoch 2023 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 1641.97 ms [2021-09-27 02:57:17 main:574] : INFO : Epoch 2024 | loss: 0.0312023 | val_loss: 0.0312072 | Time: 1625.39 ms [2021-09-27 02:57:19 main:574] : INFO : Epoch 2025 | loss: 0.0312024 | val_loss: 0.0312078 | Time: 1627.54 ms [2021-09-27 02:57:21 main:574] : INFO : Epoch 2026 | loss: 0.0312034 | val_loss: 0.0312062 | Time: 1618.7 ms [2021-09-27 02:57:22 main:574] : INFO : Epoch 2027 | loss: 0.0312026 | val_loss: 0.0312093 | Time: 1648.13 ms [2021-09-27 02:57:24 main:574] : INFO : Epoch 2028 | loss: 0.0312015 | val_loss: 0.0312072 | Time: 1625.64 ms [2021-09-27 02:57:26 main:574] : INFO : Epoch 2029 | loss: 0.0312017 | val_loss: 0.0312073 | Time: 1644.49 ms [2021-09-27 02:57:27 main:574] : INFO : Epoch 2030 | loss: 0.031203 | val_loss: 0.0312095 | Time: 1643.85 ms [2021-09-27 02:57:29 main:574] : INFO : Epoch 2031 | loss: 0.0312031 | val_loss: 0.0312079 | Time: 1611.54 ms [2021-09-27 02:57:30 main:574] : INFO : Epoch 2032 | loss: 0.0312014 | val_loss: 0.0312064 | Time: 1621.77 ms [2021-09-27 02:57:32 main:574] : INFO : Epoch 2033 | loss: 0.0312011 | val_loss: 0.0312055 | Time: 1613.38 ms [2021-09-27 02:57:34 main:574] : INFO : Epoch 2034 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 1642.63 ms [2021-09-27 02:57:35 main:574] : INFO : Epoch 2035 | loss: 0.0312007 | val_loss: 0.0312075 | Time: 1614.97 ms [2021-09-27 02:57:37 main:574] : INFO : Epoch 2036 | loss: 0.0312 | val_loss: 0.0312056 | Time: 1605.4 ms [2021-09-27 02:57:39 main:574] : INFO : Epoch 2037 | loss: 0.0312001 | val_loss: 0.0312062 | Time: 1635.37 ms [2021-09-27 02:57:40 main:574] : INFO : Epoch 2038 | loss: 0.0312019 | val_loss: 0.0312058 | Time: 1603.86 ms [2021-09-27 02:57:42 main:574] : INFO : Epoch 2039 | loss: 0.0312026 | val_loss: 0.0312123 | Time: 1622.72 ms [2021-09-27 02:57:44 main:574] : INFO : Epoch 2040 | loss: 0.0312021 | val_loss: 0.0312108 | Time: 1616.76 ms [2021-09-27 02:57:45 main:574] : INFO : Epoch 2041 | loss: 0.0312013 | val_loss: 0.0312077 | Time: 1628.44 ms [2021-09-27 02:57:47 main:574] : INFO : Epoch 2042 | loss: 0.0312001 | val_loss: 0.0312095 | Time: 1619.24 ms [2021-09-27 02:57:48 main:574] : INFO : Epoch 2043 | loss: 0.0312002 | val_loss: 0.0312074 | Time: 1608.88 ms [2021-09-27 02:57:50 main:574] : INFO : Epoch 2044 | loss: 0.0312021 | val_loss: 0.0312088 | Time: 1615.32 ms [2021-09-27 02:57:52 main:574] : INFO : Epoch 2045 | loss: 0.031201 | val_loss: 0.0312073 | Time: 1622.14 ms [2021-09-27 02:57:53 main:574] : INFO : Epoch 2046 | loss: 0.0311992 | val_loss: 0.0312065 | Time: 1631.73 ms [2021-09-27 02:57:55 main:574] : INFO : Epoch 2047 | loss: 0.0311995 | val_loss: 0.0312069 | Time: 1623.15 ms [2021-09-27 02:57:57 main:574] : INFO : Epoch 2048 | loss: 0.0311998 | val_loss: 0.0312074 | Time: 1626.2 ms [2021-09-27 02:57:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312074 [2021-09-27 02:57:57 main:603] : INFO : Saving end state to config to file [2021-09-27 02:57:57 main:608] : INFO : Success, exiting.. 02:57:57 (12096): 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)