Task 13771303
| Name | ParityModified-1647047166-7669-2-0_0 |
| Workunit | 10856429 |
| Created | 25 Mar 2022, 21:27:47 UTC |
| Sent | 31 Mar 2022, 19:13:07 UTC |
| Report deadline | 8 Apr 2022, 19:13:07 UTC |
| Received | 1 Apr 2022, 14:32:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 0 min 45 sec |
| CPU time | 1 hours 0 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 1761.18 ms [2022-04-01 09:16:49 main:574] : INFO : Epoch 1543 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 1769.66 ms [2022-04-01 09:16:50 main:574] : INFO : Epoch 1544 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 1774.72 ms [2022-04-01 09:16:52 main:574] : INFO : Epoch 1545 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 1758.67 ms [2022-04-01 09:16:54 main:574] : INFO : Epoch 1546 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 1763.06 ms [2022-04-01 09:16:56 main:574] : INFO : Epoch 1547 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 1754.39 ms [2022-04-01 09:16:57 main:574] : INFO : Epoch 1548 | loss: 0.0311749 | val_loss: 0.0311818 | Time: 1770.45 ms [2022-04-01 09:16:59 main:574] : INFO : Epoch 1549 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1773.52 ms [2022-04-01 09:17:01 main:574] : INFO : Epoch 1550 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 1768.78 ms [2022-04-01 09:17:03 main:574] : INFO : Epoch 1551 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1763.84 ms [2022-04-01 09:17:04 main:574] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 1764.48 ms [2022-04-01 09:17:06 main:574] : INFO : Epoch 1553 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 1754.8 ms [2022-04-01 09:17:08 main:574] : INFO : Epoch 1554 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 1776.1 ms [2022-04-01 09:17:10 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 1758.55 ms [2022-04-01 09:17:12 main:574] : INFO : Epoch 1556 | loss: 0.0311705 | val_loss: 0.0311826 | Time: 1770.88 ms [2022-04-01 09:17:13 main:574] : INFO : Epoch 1557 | loss: 0.031173 | val_loss: 0.03118 | Time: 1762.88 ms [2022-04-01 09:17:15 main:574] : INFO : Epoch 1558 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1776.28 ms [2022-04-01 09:17:17 main:574] : INFO : Epoch 1559 | loss: 0.03117 | val_loss: 0.0311786 | Time: 1768.78 ms [2022-04-01 09:17:19 main:574] : INFO : Epoch 1560 | loss: 0.031171 | val_loss: 0.0311788 | Time: 1773.05 ms [2022-04-01 09:17:21 main:574] : INFO : Epoch 1561 | loss: 0.0311708 | val_loss: 0.031178 | Time: 1757.38 ms [2022-04-01 09:17:22 main:574] : INFO : Epoch 1562 | loss: 0.0311733 | val_loss: 0.0311911 | Time: 1773.07 ms [2022-04-01 09:17:24 main:574] : INFO : Epoch 1563 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 1762.67 ms [2022-04-01 09:17:26 main:574] : INFO : Epoch 1564 | loss: 0.0311703 | val_loss: 0.0311842 | Time: 1761.89 ms [2022-04-01 09:17:28 main:574] : INFO : Epoch 1565 | loss: 0.0311719 | val_loss: 0.03118 | Time: 1764.97 ms [2022-04-01 09:17:29 main:574] : INFO : Epoch 1566 | loss: 0.0311692 | val_loss: 0.0311801 | Time: 1768.94 ms [2022-04-01 09:17:31 main:574] : INFO : Epoch 1567 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 1762.67 ms [2022-04-01 09:17:33 main:574] : INFO : Epoch 1568 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 1764.96 ms [2022-04-01 09:17:35 main:574] : INFO : Epoch 1569 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 1753.86 ms [2022-04-01 09:17:37 main:574] : INFO : Epoch 1570 | loss: 0.0311714 | val_loss: 0.031181 | Time: 1768.25 ms [2022-04-01 09:17:38 main:574] : INFO : Epoch 1571 | loss: 0.0311701 | val_loss: 0.0311814 | Time: 1755.04 ms [2022-04-01 09:17:40 main:574] : INFO : Epoch 1572 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 1759.45 ms [2022-04-01 09:17:42 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311794 | Time: 1749.78 ms [2022-04-01 09:17:44 main:574] : INFO : Epoch 1574 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 1759.45 ms [2022-04-01 09:17:45 main:574] : INFO : Epoch 1575 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 1756.82 ms [2022-04-01 09:17:47 main:574] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 1769.45 ms [2022-04-01 09:17:49 main:574] : INFO : Epoch 1577 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 1754.56 ms [2022-04-01 09:17:51 main:574] : INFO : Epoch 1578 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 1769.59 ms [2022-04-01 09:17:52 main:574] : INFO : Epoch 1579 | loss: 0.0311687 | val_loss: 0.031181 | Time: 1767.12 ms [2022-04-01 09:17:54 main:574] : INFO : Epoch 1580 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1756.32 ms [2022-04-01 09:17:56 main:574] : INFO : Epoch 1581 | loss: 0.0311702 | val_loss: 0.0311812 | Time: 1771.31 ms [2022-04-01 09:17:58 main:574] : INFO : Epoch 1582 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 1765.18 ms [2022-04-01 09:18:00 main:574] : INFO : Epoch 1583 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 1762.75 ms [2022-04-01 09:18:01 main:574] : INFO : Epoch 1584 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 1755.75 ms [2022-04-01 09:18:03 main:574] : INFO : Epoch 1585 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 1767.63 ms [2022-04-01 09:18:05 main:574] : INFO : Epoch 1586 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1765.87 ms [2022-04-01 09:18:07 main:574] : INFO : Epoch 1587 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 1765.15 ms [2022-04-01 09:18:08 main:574] : INFO : Epoch 1588 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1759.76 ms [2022-04-01 09:18:10 main:574] : INFO : Epoch 1589 | loss: 0.0311693 | val_loss: 0.0311791 | Time: 1764.15 ms [2022-04-01 09:18:12 main:574] : INFO : Epoch 1590 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 1755.79 ms [2022-04-01 09:18:14 main:574] : INFO : Epoch 1591 | loss: 0.0311689 | val_loss: 0.0311813 | Time: 1766.92 ms [2022-04-01 09:18:16 main:574] : INFO : Epoch 1592 | loss: 0.031168 | val_loss: 0.0311797 | Time: 1775.41 ms [2022-04-01 09:18:17 main:574] : INFO : Epoch 1593 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 1759.15 ms [2022-04-01 09:18:19 main:574] : INFO : Epoch 1594 | loss: 0.031167 | val_loss: 0.0311786 | Time: 1760.01 ms [2022-04-01 09:18:21 main:574] : INFO : Epoch 1595 | loss: 0.0311681 | val_loss: 0.031181 | Time: 1759.74 ms [2022-04-01 09:18:23 main:574] : INFO : Epoch 1596 | loss: 0.0311698 | val_loss: 0.031181 | Time: 1769.56 ms [2022-04-01 09:18:24 main:574] : INFO : Epoch 1597 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 1776.53 ms [2022-04-01 09:18:26 main:574] : INFO : Epoch 1598 | loss: 0.0311698 | val_loss: 0.0311801 | Time: 1767.49 ms [2022-04-01 09:18:28 main:574] : INFO : Epoch 1599 | loss: 0.0311715 | val_loss: 0.0311914 | Time: 1759.81 ms [2022-04-01 09:18:30 main:574] : INFO : Epoch 1600 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 1761.92 ms [2022-04-01 09:18:32 main:574] : INFO : Epoch 1601 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 1767.38 ms [2022-04-01 09:18:33 main:574] : INFO : Epoch 1602 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 1764.12 ms [2022-04-01 09:18:35 main:574] : INFO : Epoch 1603 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 1758.59 ms [2022-04-01 09:18:37 main:574] : INFO : Epoch 1604 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 1768.12 ms [2022-04-01 09:18:39 main:574] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 1755.63 ms [2022-04-01 09:18:40 main:574] : INFO : Epoch 1606 | loss: 0.0311712 | val_loss: 0.031182 | Time: 1772.27 ms [2022-04-01 09:18:42 main:574] : INFO : Epoch 1607 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 1770.75 ms [2022-04-01 09:18:44 main:574] : INFO : Epoch 1608 | loss: 0.031171 | val_loss: 0.0311835 | Time: 1768.76 ms [2022-04-01 09:18:46 main:574] : INFO : Epoch 1609 | loss: 0.0311698 | val_loss: 0.0311859 | Time: 1757.75 ms [2022-04-01 09:18:48 main:574] : INFO : Epoch 1610 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 1759.12 ms [2022-04-01 09:18:49 main:574] : INFO : Epoch 1611 | loss: 0.0311759 | val_loss: 0.0311857 | Time: 1763.94 ms [2022-04-01 09:18:51 main:574] : INFO : Epoch 1612 | loss: 0.0311794 | val_loss: 0.0311887 | Time: 1754.15 ms [2022-04-01 09:18:53 main:574] : INFO : Epoch 1613 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 1763.62 ms [2022-04-01 09:18:55 main:574] : INFO : Epoch 1614 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 1766.26 ms [2022-04-01 09:18:56 main:574] : INFO : Epoch 1615 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 1759.36 ms [2022-04-01 09:18:58 main:574] : INFO : Epoch 1616 | loss: 0.0311766 | val_loss: 0.0311794 | Time: 1777.41 ms [2022-04-01 09:19:00 main:574] : INFO : Epoch 1617 | loss: 0.0311773 | val_loss: 0.03118 | Time: 1763.5 ms [2022-04-01 09:19:02 main:574] : INFO : Epoch 1618 | loss: 0.031178 | val_loss: 0.0311787 | Time: 1761.67 ms [2022-04-01 09:19:04 main:574] : INFO : Epoch 1619 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 1768.34 ms [2022-04-01 09:19:05 main:574] : INFO : Epoch 1620 | loss: 0.031176 | val_loss: 0.0311816 | Time: 1758.96 ms [2022-04-01 09:19:07 main:574] : INFO : Epoch 1621 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 1761.72 ms [2022-04-01 09:19:09 main:574] : INFO : Epoch 1622 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 1761.13 ms [2022-04-01 09:19:11 main:574] : INFO : Epoch 1623 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 1768.12 ms [2022-04-01 09:19:12 main:574] : INFO : Epoch 1624 | loss: 0.0312007 | val_loss: 0.0312103 | Time: 1761.69 ms [2022-04-01 09:19:14 main:574] : INFO : Epoch 1625 | loss: 0.032295 | val_loss: 0.0315612 | Time: 1764.65 ms [2022-04-01 09:19:16 main:574] : INFO : Epoch 1626 | loss: 0.0314276 | val_loss: 0.0312956 | Time: 1767.09 ms [2022-04-01 09:19:18 main:574] : INFO : Epoch 1627 | loss: 0.0312697 | val_loss: 0.0312055 | Time: 1762.57 ms [2022-04-01 09:19:20 main:574] : INFO : Epoch 1628 | loss: 0.0311873 | val_loss: 0.0311908 | Time: 1765.53 ms [2022-04-01 09:19:21 main:574] : INFO : Epoch 1629 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 1757.45 ms [2022-04-01 09:19:23 main:574] : INFO : Epoch 1630 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1767.94 ms [2022-04-01 09:19:25 main:574] : INFO : Epoch 1631 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1756.72 ms [2022-04-01 09:19:27 main:574] : INFO : Epoch 1632 | loss: 0.0311765 | val_loss: 0.031183 | Time: 1765.09 ms [2022-04-01 09:19:28 main:574] : INFO : Epoch 1633 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 1767.51 ms [2022-04-01 09:19:30 main:574] : INFO : Epoch 1634 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 1769.51 ms [2022-04-01 09:19:32 main:574] : INFO : Epoch 1635 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 1761.05 ms [2022-04-01 09:19:34 main:574] : INFO : Epoch 1636 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 1771.36 ms [2022-04-01 09:19:36 main:574] : INFO : Epoch 1637 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 1771.31 ms [2022-04-01 09:19:37 main:574] : INFO : Epoch 1638 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1773.54 ms [2022-04-01 09:19:39 main:574] : INFO : Epoch 1639 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 1770.28 ms [2022-04-01 09:19:41 main:574] : INFO : Epoch 1640 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1763.43 ms [2022-04-01 09:19:43 main:574] : INFO : Epoch 1641 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1764.25 ms [2022-04-01 09:19:44 main:574] : INFO : Epoch 1642 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 1757.37 ms [2022-04-01 09:19:46 main:574] : INFO : Epoch 1643 | loss: 0.0311722 | val_loss: 0.0311804 | Time: 1763.29 ms [2022-04-01 09:19:48 main:574] : INFO : Epoch 1644 | loss: 0.0311739 | val_loss: 0.0311862 | Time: 1767.05 ms [2022-04-01 09:19:50 main:574] : INFO : Epoch 1645 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1770.9 ms [2022-04-01 09:19:52 main:574] : INFO : Epoch 1646 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 1772.92 ms [2022-04-01 09:19:53 main:574] : INFO : Epoch 1647 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 1756.73 ms [2022-04-01 09:19:55 main:574] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1768.11 ms [2022-04-01 09:19:57 main:574] : INFO : Epoch 1649 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1764.99 ms [2022-04-01 09:19:59 main:574] : INFO : Epoch 1650 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 1760.37 ms [2022-04-01 09:20:01 main:574] : INFO : Epoch 1651 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 1761.52 ms [2022-04-01 09:20:02 main:574] : INFO : Epoch 1652 | loss: 0.0311752 | val_loss: 0.031181 | Time: 1764.24 ms [2022-04-01 09:20:04 main:574] : INFO : Epoch 1653 | loss: 0.031174 | val_loss: 0.0311804 | Time: 1766.01 ms [2022-04-01 09:20:06 main:574] : INFO : Epoch 1654 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 1761.81 ms [2022-04-01 09:20:08 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1764.79 ms [2022-04-01 09:20:09 main:574] : INFO : Epoch 1656 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 1775.05 ms [2022-04-01 09:20:11 main:574] : INFO : Epoch 1657 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 1757.66 ms [2022-04-01 09:20:13 main:574] : INFO : Epoch 1658 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 1761.94 ms [2022-04-01 09:20:15 main:574] : INFO : Epoch 1659 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 1756.59 ms [2022-04-01 09:20:16 main:574] : INFO : Epoch 1660 | loss: 0.0311736 | val_loss: 0.031185 | Time: 1764.39 ms [2022-04-01 09:20:18 main:574] : INFO : Epoch 1661 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 1762.32 ms [2022-04-01 09:20:20 main:574] : INFO : Epoch 1662 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 1759.58 ms [2022-04-01 09:20:22 main:574] : INFO : Epoch 1663 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 1771.35 ms [2022-04-01 09:20:24 main:574] : INFO : Epoch 1664 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 1774.46 ms [2022-04-01 09:20:25 main:574] : INFO : Epoch 1665 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 1775.52 ms [2022-04-01 09:20:27 main:574] : INFO : Epoch 1666 | loss: 0.031172 | val_loss: 0.0311817 | Time: 1761.16 ms [2022-04-01 09:20:29 main:574] : INFO : Epoch 1667 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 1782.22 ms [2022-04-01 09:20:31 main:574] : INFO : Epoch 1668 | loss: 0.0311715 | val_loss: 0.0311849 | Time: 1762.1 ms [2022-04-01 09:20:33 main:574] : INFO : Epoch 1669 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1758.97 ms [2022-04-01 09:20:34 main:574] : INFO : Epoch 1670 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1773.38 ms [2022-04-01 09:20:36 main:574] : INFO : Epoch 1671 | loss: 0.0311694 | val_loss: 0.0311792 | Time: 1766.23 ms [2022-04-01 09:20:38 main:574] : INFO : Epoch 1672 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 1764.97 ms [2022-04-01 09:20:40 main:574] : INFO : Epoch 1673 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 1771.38 ms [2022-04-01 09:20:41 main:574] : INFO : Epoch 1674 | loss: 0.03117 | val_loss: 0.0311778 | Time: 1762.07 ms [2022-04-01 09:20:43 main:574] : INFO : Epoch 1675 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 1759.91 ms [2022-04-01 09:20:45 main:574] : INFO : Epoch 1676 | loss: 0.0311693 | val_loss: 0.031178 | Time: 1763.53 ms [2022-04-01 09:20:47 main:574] : INFO : Epoch 1677 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 1774.21 ms [2022-04-01 09:20:49 main:574] : INFO : Epoch 1678 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 1763.72 ms [2022-04-01 09:20:50 main:574] : INFO : Epoch 1679 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 1766.64 ms [2022-04-01 09:20:52 main:574] : INFO : Epoch 1680 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 1764.28 ms [2022-04-01 09:20:54 main:574] : INFO : Epoch 1681 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 1772.31 ms [2022-04-01 09:20:56 main:574] : INFO : Epoch 1682 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 1755.71 ms [2022-04-01 09:20:57 main:574] : INFO : Epoch 1683 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 1753.73 ms [2022-04-01 09:20:59 main:574] : INFO : Epoch 1684 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 1753.03 ms [2022-04-01 09:21:01 main:574] : INFO : Epoch 1685 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 1767.51 ms [2022-04-01 09:21:03 main:574] : INFO : Epoch 1686 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 1762.2 ms [2022-04-01 09:21:05 main:574] : INFO : Epoch 1687 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1759.42 ms [2022-04-01 09:21:06 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1760.27 ms [2022-04-01 09:21:08 main:574] : INFO : Epoch 1689 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1756.15 ms [2022-04-01 09:21:10 main:574] : INFO : Epoch 1690 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1763.71 ms [2022-04-01 09:21:12 main:574] : INFO : Epoch 1691 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 1757.78 ms [2022-04-01 09:21:13 main:574] : INFO : Epoch 1692 | loss: 0.031169 | val_loss: 0.031177 | Time: 1769.53 ms [2022-04-01 09:21:15 main:574] : INFO : Epoch 1693 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 1753.97 ms [2022-04-01 09:21:17 main:574] : INFO : Epoch 1694 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 1772.83 ms [2022-04-01 09:21:19 main:574] : INFO : Epoch 1695 | loss: 0.031168 | val_loss: 0.0311753 | Time: 1757.5 ms [2022-04-01 09:21:21 main:574] : INFO : Epoch 1696 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 1772.88 ms [2022-04-01 09:21:22 main:574] : INFO : Epoch 1697 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 1762.17 ms [2022-04-01 09:21:24 main:574] : INFO : Epoch 1698 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 1757.85 ms [2022-04-01 09:21:26 main:574] : INFO : Epoch 1699 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 1766.09 ms [2022-04-01 09:21:28 main:574] : INFO : Epoch 1700 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 1752.11 ms [2022-04-01 09:21:29 main:574] : INFO : Epoch 1701 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 1768.31 ms [2022-04-01 09:21:31 main:574] : INFO : Epoch 1702 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 1757.14 ms [2022-04-01 09:21:33 main:574] : INFO : Epoch 1703 | loss: 0.031169 | val_loss: 0.0311775 | Time: 1768.65 ms [2022-04-01 09:21:35 main:574] : INFO : Epoch 1704 | loss: 0.0311677 | val_loss: 0.0311778 | Time: 1762.17 ms [2022-04-01 09:21:36 main:574] : INFO : Epoch 1705 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 1765.5 ms [2022-04-01 09:21:38 main:574] : INFO : Epoch 1706 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1772.09 ms [2022-04-01 09:21:40 main:574] : INFO : Epoch 1707 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 1766.88 ms [2022-04-01 09:21:42 main:574] : INFO : Epoch 1708 | loss: 0.0311665 | val_loss: 0.0311735 | Time: 1771.72 ms [2022-04-01 09:21:44 main:574] : INFO : Epoch 1709 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1761.13 ms [2022-04-01 09:21:45 main:574] : INFO : Epoch 1710 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 1764.95 ms [2022-04-01 09:21:47 main:574] : INFO : Epoch 1711 | loss: 0.0311709 | val_loss: 0.0311848 | Time: 1759.67 ms [2022-04-01 09:21:49 main:574] : INFO : Epoch 1712 | loss: 0.0311693 | val_loss: 0.0311835 | Time: 1769.99 ms [2022-04-01 09:21:51 main:574] : INFO : Epoch 1713 | loss: 0.0311691 | val_loss: 0.031187 | Time: 1767.53 ms [2022-04-01 09:21:52 main:574] : INFO : Epoch 1714 | loss: 0.0311765 | val_loss: 0.0311915 | Time: 1769.16 ms [2022-04-01 09:21:54 main:574] : INFO : Epoch 1715 | loss: 0.0311795 | val_loss: 0.0311906 | Time: 1765.67 ms [2022-04-01 09:21:56 main:574] : INFO : Epoch 1716 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 1767.07 ms [2022-04-01 09:21:58 main:574] : INFO : Epoch 1717 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 1769.5 ms [2022-04-01 09:22:00 main:574] : INFO : Epoch 1718 | loss: 0.0311737 | val_loss: 0.0311847 | Time: 1768.09 ms [2022-04-01 09:22:01 main:574] : INFO : Epoch 1719 | loss: 0.0311717 | val_loss: 0.0311829 | Time: 1760.38 ms [2022-04-01 09:22:03 main:574] : INFO : Epoch 1720 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 1767.25 ms [2022-04-01 09:22:05 main:574] : INFO : Epoch 1721 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 1778.35 ms [2022-04-01 09:22:07 main:574] : INFO : Epoch 1722 | loss: 0.0311695 | val_loss: 0.0311818 | Time: 1763.81 ms [2022-04-01 09:22:09 main:574] : INFO : Epoch 1723 | loss: 0.0311701 | val_loss: 0.0311817 | Time: 1767.24 ms [2022-04-01 09:22:10 main:574] : INFO : Epoch 1724 | loss: 0.0311692 | val_loss: 0.0311819 | Time: 1766.22 ms [2022-04-01 09:22:12 main:574] : INFO : Epoch 1725 | loss: 0.0311693 | val_loss: 0.0311915 | Time: 1764.09 ms [2022-04-01 09:22:14 main:574] : INFO : Epoch 1726 | loss: 0.0311708 | val_loss: 0.0311865 | Time: 1761.49 ms [2022-04-01 09:22:16 main:574] : INFO : Epoch 1727 | loss: 0.0311686 | val_loss: 0.0311836 | Time: 1756.6 ms [2022-04-01 09:22:17 main:574] : INFO : Epoch 1728 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 1763.23 ms [2022-04-01 09:22:19 main:574] : INFO : Epoch 1729 | loss: 0.0311688 | val_loss: 0.0311826 | Time: 1765.03 ms [2022-04-01 09:22:21 main:574] : INFO : Epoch 1730 | loss: 0.0311683 | val_loss: 0.0311859 | Time: 1765.9 ms [2022-04-01 09:22:23 main:574] : INFO : Epoch 1731 | loss: 0.03117 | val_loss: 0.0311827 | Time: 1772.13 ms [2022-04-01 09:22:25 main:574] : INFO : Epoch 1732 | loss: 0.0311701 | val_loss: 0.0311822 | Time: 1760.34 ms [2022-04-01 09:22:26 main:574] : INFO : Epoch 1733 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 1773.67 ms [2022-04-01 09:22:28 main:574] : INFO : Epoch 1734 | loss: 0.0311683 | val_loss: 0.0311823 | Time: 1770.21 ms [2022-04-01 09:22:30 main:574] : INFO : Epoch 1735 | loss: 0.031169 | val_loss: 0.0311833 | Time: 1762.4 ms [2022-04-01 09:22:32 main:574] : INFO : Epoch 1736 | loss: 0.0311672 | val_loss: 0.0311812 | Time: 1767.32 ms [2022-04-01 09:22:33 main:574] : INFO : Epoch 1737 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 1770.86 ms [2022-04-01 09:22:35 main:574] : INFO : Epoch 1738 | loss: 0.0311661 | val_loss: 0.0311815 | Time: 1764.85 ms [2022-04-01 09:22:37 main:574] : INFO : Epoch 1739 | loss: 0.0311682 | val_loss: 0.0311825 | Time: 1762.98 ms [2022-04-01 09:22:39 main:574] : INFO : Epoch 1740 | loss: 0.031168 | val_loss: 0.0311827 | Time: 1764.57 ms [2022-04-01 09:22:41 main:574] : INFO : Epoch 1741 | loss: 0.0311669 | val_loss: 0.0311832 | Time: 1759.53 ms [2022-04-01 09:22:42 main:574] : INFO : Epoch 1742 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 1760.3 ms [2022-04-01 09:22:44 main:574] : INFO : Epoch 1743 | loss: 0.0311677 | val_loss: 0.0311819 | Time: 1754.76 ms [2022-04-01 09:22:46 main:574] : INFO : Epoch 1744 | loss: 0.0311698 | val_loss: 0.0311823 | Time: 1757.58 ms [2022-04-01 09:22:48 main:574] : INFO : Epoch 1745 | loss: 0.0311696 | val_loss: 0.0311854 | Time: 1768.27 ms [2022-04-01 09:22:49 main:574] : INFO : Epoch 1746 | loss: 0.0311699 | val_loss: 0.0311836 | Time: 1762.55 ms [2022-04-01 09:22:51 main:574] : INFO : Epoch 1747 | loss: 0.0311688 | val_loss: 0.0311839 | Time: 1756.48 ms [2022-04-01 09:22:53 main:574] : INFO : Epoch 1748 | loss: 0.0311685 | val_loss: 0.0311838 | Time: 1772.98 ms [2022-04-01 09:22:55 main:574] : INFO : Epoch 1749 | loss: 0.0311679 | val_loss: 0.0311855 | Time: 1773.09 ms [2022-04-01 09:22:57 main:574] : INFO : Epoch 1750 | loss: 0.0311675 | val_loss: 0.031183 | Time: 1777.52 ms [2022-04-01 09:22:58 main:574] : INFO : Epoch 1751 | loss: 0.031166 | val_loss: 0.0311838 | Time: 1761.59 ms [2022-04-01 09:23:00 main:574] : INFO : Epoch 1752 | loss: 0.0311654 | val_loss: 0.0311826 | Time: 1778.45 ms [2022-04-01 09:23:02 main:574] : INFO : Epoch 1753 | loss: 0.0311662 | val_loss: 0.0311818 | Time: 1762.74 ms [2022-04-01 09:23:04 main:574] : INFO : Epoch 1754 | loss: 0.0311667 | val_loss: 0.0311844 | Time: 1755.26 ms [2022-04-01 09:23:05 main:574] : INFO : Epoch 1755 | loss: 0.0311665 | val_loss: 0.0311824 | Time: 1770.69 ms [2022-04-01 09:23:07 main:574] : INFO : Epoch 1756 | loss: 0.0311659 | val_loss: 0.0311829 | Time: 1758.24 ms [2022-04-01 09:23:09 main:574] : INFO : Epoch 1757 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 1761.01 ms [2022-04-01 09:23:11 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.031183 | Time: 1765.84 ms [2022-04-01 09:23:13 main:574] : INFO : Epoch 1759 | loss: 0.0311645 | val_loss: 0.0311842 | Time: 1758.44 ms [2022-04-01 09:23:14 main:574] : INFO : Epoch 1760 | loss: 0.0311679 | val_loss: 0.0311846 | Time: 1765.16 ms [2022-04-01 09:23:16 main:574] : INFO : Epoch 1761 | loss: 0.0311661 | val_loss: 0.0311838 | Time: 1773.64 ms [2022-04-01 09:23:18 main:574] : INFO : Epoch 1762 | loss: 0.0311667 | val_loss: 0.0311851 | Time: 1769.4 ms [2022-04-01 09:23:20 main:574] : INFO : Epoch 1763 | loss: 0.0311664 | val_loss: 0.0311824 | Time: 1759.04 ms [2022-04-01 09:23:21 main:574] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.0311832 | Time: 1756.78 ms [2022-04-01 09:23:23 main:574] : INFO : Epoch 1765 | loss: 0.0311655 | val_loss: 0.0311854 | Time: 1770.38 ms [2022-04-01 09:23:25 main:574] : INFO : Epoch 1766 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 1763.82 ms [2022-04-01 09:23:27 main:574] : INFO : Epoch 1767 | loss: 0.0311646 | val_loss: 0.0311843 | Time: 1761.51 ms [2022-04-01 09:23:29 main:574] : INFO : Epoch 1768 | loss: 0.0311654 | val_loss: 0.0311851 | Time: 1767.62 ms [2022-04-01 09:23:30 main:574] : INFO : Epoch 1769 | loss: 0.0311646 | val_loss: 0.0311838 | Time: 1755.6 ms [2022-04-01 09:23:32 main:574] : INFO : Epoch 1770 | loss: 0.0311642 | val_loss: 0.0311825 | Time: 1771.3 ms [2022-04-01 09:23:34 main:574] : INFO : Epoch 1771 | loss: 0.0311631 | val_loss: 0.0311819 | Time: 1768.75 ms [2022-04-01 09:23:36 main:574] : INFO : Epoch 1772 | loss: 0.0311633 | val_loss: 0.0311842 | Time: 1763.15 ms [2022-04-01 09:23:37 main:574] : INFO : Epoch 1773 | loss: 0.0311634 | val_loss: 0.0311827 | Time: 1754.01 ms [2022-04-01 09:23:39 main:574] : INFO : Epoch 1774 | loss: 0.031166 | val_loss: 0.0311852 | Time: 1764.35 ms [2022-04-01 09:23:41 main:574] : INFO : Epoch 1775 | loss: 0.0311656 | val_loss: 0.0311844 | Time: 1763.97 ms [2022-04-01 09:23:43 main:574] : INFO : Epoch 1776 | loss: 0.0311653 | val_loss: 0.0311852 | Time: 1763.34 ms [2022-04-01 09:23:44 main:574] : INFO : Epoch 1777 | loss: 0.0311649 | val_loss: 0.0311834 | Time: 1761.52 ms [2022-04-01 09:23:46 main:574] : INFO : Epoch 1778 | loss: 0.0311673 | val_loss: 0.0311814 | Time: 1762.89 ms [2022-04-01 09:23:48 main:574] : INFO : Epoch 1779 | loss: 0.0311651 | val_loss: 0.0311846 | Time: 1767.72 ms [2022-04-01 09:23:50 main:574] : INFO : Epoch 1780 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 1768.3 ms [2022-04-01 09:23:52 main:574] : INFO : Epoch 1781 | loss: 0.0311641 | val_loss: 0.031181 | Time: 1756.76 ms [2022-04-01 09:23:53 main:574] : INFO : Epoch 1782 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 1782.16 ms [2022-04-01 09:23:55 main:574] : INFO : Epoch 1783 | loss: 0.0311664 | val_loss: 0.0311834 | Time: 1755.49 ms [2022-04-01 09:23:57 main:574] : INFO : Epoch 1784 | loss: 0.031166 | val_loss: 0.0311831 | Time: 1761.02 ms [2022-04-01 09:23:59 main:574] : INFO : Epoch 1785 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 1764.25 ms [2022-04-01 09:24:01 main:574] : INFO : Epoch 1786 | loss: 0.0311651 | val_loss: 0.0311824 | Time: 1768.69 ms [2022-04-01 09:24:02 main:574] : INFO : Epoch 1787 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 1762.72 ms [2022-04-01 09:24:04 main:574] : INFO : Epoch 1788 | loss: 0.0311663 | val_loss: 0.0311844 | Time: 1774.54 ms [2022-04-01 09:24:06 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311864 | Time: 1757.54 ms [2022-04-01 09:24:08 main:574] : INFO : Epoch 1790 | loss: 0.0311688 | val_loss: 0.0311875 | Time: 1767.49 ms [2022-04-01 09:24:09 main:574] : INFO : Epoch 1791 | loss: 0.0311682 | val_loss: 0.031185 | Time: 1753.74 ms [2022-04-01 09:24:11 main:574] : INFO : Epoch 1792 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 1773.98 ms [2022-04-01 09:24:13 main:574] : INFO : Epoch 1793 | loss: 0.0311682 | val_loss: 0.0311845 | Time: 1767.5 ms [2022-04-01 09:24:15 main:574] : INFO : Epoch 1794 | loss: 0.0311678 | val_loss: 0.0311829 | Time: 1776.9 ms [2022-04-01 09:24:17 main:574] : INFO : Epoch 1795 | loss: 0.0311664 | val_loss: 0.0311836 | Time: 1759.61 ms [2022-04-01 09:24:18 main:574] : INFO : Epoch 1796 | loss: 0.0311661 | val_loss: 0.0311829 | Time: 1762.36 ms [2022-04-01 09:24:20 main:574] : INFO : Epoch 1797 | loss: 0.031166 | val_loss: 0.0311828 | Time: 1761.76 ms [2022-04-01 09:24:22 main:574] : INFO : Epoch 1798 | loss: 0.0311648 | val_loss: 0.0311826 | Time: 1758.2 ms [2022-04-01 09:24:24 main:574] : INFO : Epoch 1799 | loss: 0.0311643 | val_loss: 0.0311842 | Time: 1769.59 ms [2022-04-01 09:24:25 main:574] : INFO : Epoch 1800 | loss: 0.0311644 | val_loss: 0.0311824 | Time: 1762.35 ms [2022-04-01 09:24:27 main:574] : INFO : Epoch 1801 | loss: 0.0311655 | val_loss: 0.031184 | Time: 1765.8 ms [2022-04-01 09:24:29 main:574] : INFO : Epoch 1802 | loss: 0.031165 | val_loss: 0.0311833 | Time: 1757.27 ms [2022-04-01 09:24:31 main:574] : INFO : Epoch 1803 | loss: 0.0311646 | val_loss: 0.0311813 | Time: 1765.75 ms [2022-04-01 09:24:32 main:574] : INFO : Epoch 1804 | loss: 0.0311647 | val_loss: 0.0311823 | Time: 1758.23 ms [2022-04-01 09:24:34 main:574] : INFO : Epoch 1805 | loss: 0.0311657 | val_loss: 0.0311843 | Time: 1777.35 ms [2022-04-01 09:24:36 main:574] : INFO : Epoch 1806 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 1769.47 ms [2022-04-01 09:24:38 main:574] : INFO : Epoch 1807 | loss: 0.0311646 | val_loss: 0.0311813 | Time: 1763.04 ms [2022-04-01 09:24:40 main:574] : INFO : Epoch 1808 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 1757.44 ms [2022-04-01 09:24:41 main:574] : INFO : Epoch 1809 | loss: 0.0311643 | val_loss: 0.031182 | Time: 1769.41 ms [2022-04-01 09:24:43 main:574] : INFO : Epoch 1810 | loss: 0.0311637 | val_loss: 0.031181 | Time: 1761.4 ms [2022-04-01 09:24:45 main:574] : INFO : Epoch 1811 | loss: 0.0311654 | val_loss: 0.0311843 | Time: 1769.3 ms [2022-04-01 09:24:47 main:574] : INFO : Epoch 1812 | loss: 0.0311637 | val_loss: 0.0311811 | Time: 1759.54 ms [2022-04-01 09:24:49 main:574] : INFO : Epoch 1813 | loss: 0.0311659 | val_loss: 0.0311841 | Time: 1761.39 ms [2022-04-01 09:24:50 main:574] : INFO : Epoch 1814 | loss: 0.0311711 | val_loss: 0.031185 | Time: 1764.08 ms [2022-04-01 09:24:52 main:574] : INFO : Epoch 1815 | loss: 0.0311681 | val_loss: 0.031185 | Time: 1749.05 ms [2022-04-01 09:24:54 main:574] : INFO : Epoch 1816 | loss: 0.0311675 | val_loss: 0.0311828 | Time: 1758.15 ms [2022-04-01 09:24:56 main:574] : INFO : Epoch 1817 | loss: 0.0311675 | val_loss: 0.0311822 | Time: 1766.09 ms [2022-04-01 09:24:57 main:574] : INFO : Epoch 1818 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 1766.17 ms [2022-04-01 09:24:59 main:574] : INFO : Epoch 1819 | loss: 0.031171 | val_loss: 0.0311787 | Time: 1787.52 ms [2022-04-01 09:25:01 main:574] : INFO : Epoch 1820 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 1763.3 ms [2022-04-01 09:25:03 main:574] : INFO : Epoch 1821 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 1761.9 ms [2022-04-01 09:25:04 main:574] : INFO : Epoch 1822 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 1762.57 ms [2022-04-01 09:25:06 main:574] : INFO : Epoch 1823 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1761.62 ms [2022-04-01 09:25:08 main:574] : INFO : Epoch 1824 | loss: 0.0311666 | val_loss: 0.0311778 | Time: 1763.12 ms [2022-04-01 09:25:10 main:574] : INFO : Epoch 1825 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 1768.72 ms [2022-04-01 09:25:12 main:574] : INFO : Epoch 1826 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 1766.94 ms [2022-04-01 09:25:13 main:574] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 1761.99 ms [2022-04-01 09:25:15 main:574] : INFO : Epoch 1828 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 1766.16 ms [2022-04-01 09:25:17 main:574] : INFO : Epoch 1829 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1757.17 ms [2022-04-01 09:25:19 main:574] : INFO : Epoch 1830 | loss: 0.0311636 | val_loss: 0.0311756 | Time: 1766.8 ms [2022-04-01 09:25:20 main:574] : INFO : Epoch 1831 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 1754.92 ms [2022-04-01 09:25:22 main:574] : INFO : Epoch 1832 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 1758.11 ms [2022-04-01 09:25:24 main:574] : INFO : Epoch 1833 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 1759.96 ms [2022-04-01 09:25:26 main:574] : INFO : Epoch 1834 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 1751.63 ms [2022-04-01 09:25:28 main:574] : INFO : Epoch 1835 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 1762.45 ms [2022-04-01 09:25:29 main:574] : INFO : Epoch 1836 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 1757.55 ms [2022-04-01 09:25:31 main:574] : INFO : Epoch 1837 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 1760.16 ms [2022-04-01 09:25:33 main:574] : INFO : Epoch 1838 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 1753.86 ms [2022-04-01 09:25:35 main:574] : INFO : Epoch 1839 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 1754.43 ms [2022-04-01 09:25:36 main:574] : INFO : Epoch 1840 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 1756.83 ms [2022-04-01 09:25:38 main:574] : INFO : Epoch 1841 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 1762.48 ms [2022-04-01 09:25:40 main:574] : INFO : Epoch 1842 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 1760.81 ms [2022-04-01 09:25:42 main:574] : INFO : Epoch 1843 | loss: 0.0311644 | val_loss: 0.031178 | Time: 1752.74 ms [2022-04-01 09:25:44 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311785 | Time: 1764.32 ms [2022-04-01 09:25:45 main:574] : INFO : Epoch 1845 | loss: 0.0311657 | val_loss: 0.0311795 | Time: 1763.01 ms [2022-04-01 09:25:47 main:574] : INFO : Epoch 1846 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 1760.91 ms [2022-04-01 09:25:49 main:574] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 1758.64 ms [2022-04-01 09:25:51 main:574] : INFO : Epoch 1848 | loss: 0.0311642 | val_loss: 0.0311812 | Time: 1768.68 ms [2022-04-01 09:25:52 main:574] : INFO : Epoch 1849 | loss: 0.0311632 | val_loss: 0.0311784 | Time: 1769.91 ms [2022-04-01 09:25:54 main:574] : INFO : Epoch 1850 | loss: 0.0311622 | val_loss: 0.0311799 | Time: 1768.52 ms [2022-04-01 09:25:56 main:574] : INFO : Epoch 1851 | loss: 0.031163 | val_loss: 0.0311816 | Time: 1750.57 ms [2022-04-01 09:25:58 main:574] : INFO : Epoch 1852 | loss: 0.0311633 | val_loss: 0.031181 | Time: 1761.2 ms [2022-04-01 09:25:59 main:574] : INFO : Epoch 1853 | loss: 0.031165 | val_loss: 0.0311789 | Time: 1760.69 ms [2022-04-01 09:26:01 main:574] : INFO : Epoch 1854 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 1756.3 ms [2022-04-01 09:26:03 main:574] : INFO : Epoch 1855 | loss: 0.0311626 | val_loss: 0.0311796 | Time: 1758.33 ms [2022-04-01 09:26:05 main:574] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.0311807 | Time: 1775.22 ms [2022-04-01 09:26:07 main:574] : INFO : Epoch 1857 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 1767.54 ms [2022-04-01 09:26:08 main:574] : INFO : Epoch 1858 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 1754.51 ms [2022-04-01 09:26:10 main:574] : INFO : Epoch 1859 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 1771.21 ms [2022-04-01 09:26:12 main:574] : INFO : Epoch 1860 | loss: 0.0311632 | val_loss: 0.0311806 | Time: 1759.65 ms [2022-04-01 09:26:14 main:574] : INFO : Epoch 1861 | loss: 0.0311625 | val_loss: 0.031179 | Time: 1757.77 ms [2022-04-01 09:26:15 main:574] : INFO : Epoch 1862 | loss: 0.0311637 | val_loss: 0.0311796 | Time: 1761.73 ms [2022-04-01 09:26:17 main:574] : INFO : Epoch 1863 | loss: 0.0311648 | val_loss: 0.031185 | Time: 1754.64 ms [2022-04-01 09:26:19 main:574] : INFO : Epoch 1864 | loss: 0.0311658 | val_loss: 0.031181 | Time: 1763.78 ms [2022-04-01 09:26:21 main:574] : INFO : Epoch 1865 | loss: 0.0311645 | val_loss: 0.0311818 | Time: 1760.7 ms [2022-04-01 09:26:23 main:574] : INFO : Epoch 1866 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 1754.73 ms [2022-04-01 09:26:24 main:574] : INFO : Epoch 1867 | loss: 0.0311625 | val_loss: 0.0311808 | Time: 1764.13 ms [2022-04-01 09:26:26 main:574] : INFO : Epoch 1868 | loss: 0.0311619 | val_loss: 0.0311775 | Time: 1760.37 ms [2022-04-01 09:26:28 main:574] : INFO : Epoch 1869 | loss: 0.031161 | val_loss: 0.0311771 | Time: 1762.52 ms [2022-04-01 09:26:30 main:574] : INFO : Epoch 1870 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 1771.48 ms [2022-04-01 09:26:31 main:574] : INFO : Epoch 1871 | loss: 0.031161 | val_loss: 0.0311801 | Time: 1773.39 ms [2022-04-01 09:26:33 main:574] : INFO : Epoch 1872 | loss: 0.0311603 | val_loss: 0.0311767 | Time: 1760.02 ms [2022-04-01 09:26:35 main:574] : INFO : Epoch 1873 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 1766.47 ms [2022-04-01 09:26:37 main:574] : INFO : Epoch 1874 | loss: 0.0311677 | val_loss: 0.0311844 | Time: 1759.45 ms [2022-04-01 09:26:39 main:574] : INFO : Epoch 1875 | loss: 0.0311752 | val_loss: 0.0311809 | Time: 1770.5 ms [2022-04-01 09:26:40 main:574] : INFO : Epoch 1876 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 1762.14 ms [2022-04-01 09:26:42 main:574] : INFO : Epoch 1877 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 1759.99 ms [2022-04-01 09:26:44 main:574] : INFO : Epoch 1878 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 1763.95 ms [2022-04-01 09:26:46 main:574] : INFO : Epoch 1879 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 1754.85 ms [2022-04-01 09:26:47 main:574] : INFO : Epoch 1880 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 1757.99 ms [2022-04-01 09:26:49 main:574] : INFO : Epoch 1881 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 1763.63 ms [2022-04-01 09:26:51 main:574] : INFO : Epoch 1882 | loss: 0.031172 | val_loss: 0.031178 | Time: 1761.34 ms [2022-04-01 09:26:53 main:574] : INFO : Epoch 1883 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1763.15 ms [2022-04-01 09:26:55 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311826 | Time: 1762.47 ms [2022-04-01 09:26:56 main:574] : INFO : Epoch 1885 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 1759.69 ms [2022-04-01 09:26:58 main:574] : INFO : Epoch 1886 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 1764.95 ms [2022-04-01 09:27:00 main:574] : INFO : Epoch 1887 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 1762.67 ms [2022-04-01 09:27:02 main:574] : INFO : Epoch 1888 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 1754.13 ms [2022-04-01 09:27:03 main:574] : INFO : Epoch 1889 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 1758.82 ms [2022-04-01 09:27:05 main:574] : INFO : Epoch 1890 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 1766.26 ms [2022-04-01 09:27:07 main:574] : INFO : Epoch 1891 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 1753.72 ms [2022-04-01 09:27:09 main:574] : INFO : Epoch 1892 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 1770.12 ms [2022-04-01 09:27:10 main:574] : INFO : Epoch 1893 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 1766.49 ms [2022-04-01 09:27:12 main:574] : INFO : Epoch 1894 | loss: 0.0311693 | val_loss: 0.0311717 | Time: 1765.45 ms [2022-04-01 09:27:14 main:574] : INFO : Epoch 1895 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1758.32 ms [2022-04-01 09:27:16 main:574] : INFO : Epoch 1896 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1758.65 ms [2022-04-01 09:27:18 main:574] : INFO : Epoch 1897 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 1760.34 ms [2022-04-01 09:27:19 main:574] : INFO : Epoch 1898 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 1774.74 ms [2022-04-01 09:27:21 main:574] : INFO : Epoch 1899 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 1762.6 ms [2022-04-01 09:27:23 main:574] : INFO : Epoch 1900 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 1772.61 ms [2022-04-01 09:27:25 main:574] : INFO : Epoch 1901 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1765.45 ms [2022-04-01 09:27:26 main:574] : INFO : Epoch 1902 | loss: 0.0311659 | val_loss: 0.031172 | Time: 1758.17 ms [2022-04-01 09:27:28 main:574] : INFO : Epoch 1903 | loss: 0.0311664 | val_loss: 0.031173 | Time: 1750.55 ms [2022-04-01 09:27:30 main:574] : INFO : Epoch 1904 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 1761.44 ms [2022-04-01 09:27:32 main:574] : INFO : Epoch 1905 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 1766.01 ms [2022-04-01 09:27:34 main:574] : INFO : Epoch 1906 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1764.44 ms [2022-04-01 09:27:35 main:574] : INFO : Epoch 1907 | loss: 0.0311649 | val_loss: 0.0311706 | Time: 1759.73 ms [2022-04-01 09:27:37 main:574] : INFO : Epoch 1908 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1767.09 ms [2022-04-01 09:27:39 main:574] : INFO : Epoch 1909 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 1765.47 ms [2022-04-01 09:27:41 main:574] : INFO : Epoch 1910 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 1767.42 ms [2022-04-01 09:27:42 main:574] : INFO : Epoch 1911 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1769.41 ms [2022-04-01 09:27:44 main:574] : INFO : Epoch 1912 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 1766.93 ms [2022-04-01 09:27:46 main:574] : INFO : Epoch 1913 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 1762.56 ms [2022-04-01 09:27:48 main:574] : INFO : Epoch 1914 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 1758.86 ms [2022-04-01 09:27:50 main:574] : INFO : Epoch 1915 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 1757.94 ms [2022-04-01 09:27:51 main:574] : INFO : Epoch 1916 | loss: 0.0311635 | val_loss: 0.031173 | Time: 1768.46 ms [2022-04-01 09:27:53 main:574] : INFO : Epoch 1917 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 1755.25 ms [2022-04-01 09:27:55 main:574] : INFO : Epoch 1918 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1752.66 ms [2022-04-01 09:27:57 main:574] : INFO : Epoch 1919 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 1757.64 ms [2022-04-01 09:27:58 main:574] : INFO : Epoch 1920 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 1763.29 ms [2022-04-01 09:28:00 main:574] : INFO : Epoch 1921 | loss: 0.0311622 | val_loss: 0.0311742 | Time: 1757.75 ms [2022-04-01 09:28:02 main:574] : INFO : Epoch 1922 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 1762.66 ms [2022-04-01 09:28:04 main:574] : INFO : Epoch 1923 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 1757.27 ms [2022-04-01 09:28:05 main:574] : INFO : Epoch 1924 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 1771.93 ms [2022-04-01 09:28:07 main:574] : INFO : Epoch 1925 | loss: 0.0311661 | val_loss: 0.031177 | Time: 1775.57 ms [2022-04-01 09:28:09 main:574] : INFO : Epoch 1926 | loss: 0.0311658 | val_loss: 0.0311785 | Time: 1765.19 ms [2022-04-01 09:28:11 main:574] : INFO : Epoch 1927 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1768.15 ms [2022-04-01 09:28:13 main:574] : INFO : Epoch 1928 | loss: 0.031172 | val_loss: 0.0311776 | Time: 1765.58 ms [2022-04-01 09:28:14 main:574] : INFO : Epoch 1929 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 1758.64 ms [2022-04-01 09:28:16 main:574] : INFO : Epoch 1930 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 1755.1 ms [2022-04-01 09:28:18 main:574] : INFO : Epoch 1931 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 1760.69 ms [2022-04-01 09:28:20 main:574] : INFO : Epoch 1932 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 1765.42 ms [2022-04-01 09:28:21 main:574] : INFO : Epoch 1933 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 1779.42 ms [2022-04-01 09:28:23 main:574] : INFO : Epoch 1934 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 1755.87 ms [2022-04-01 09:28:25 main:574] : INFO : Epoch 1935 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 1758.46 ms [2022-04-01 09:28:27 main:574] : INFO : Epoch 1936 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1762.5 ms [2022-04-01 09:28:29 main:574] : INFO : Epoch 1937 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 1752.71 ms [2022-04-01 09:28:30 main:574] : INFO : Epoch 1938 | loss: 0.0311701 | val_loss: 0.0311779 | Time: 1759.45 ms [2022-04-01 09:28:32 main:574] : INFO : Epoch 1939 | loss: 0.0311697 | val_loss: 0.031177 | Time: 1757 ms [2022-04-01 09:28:34 main:574] : INFO : Epoch 1940 | loss: 0.0311776 | val_loss: 0.0311846 | Time: 1761.71 ms [2022-04-01 09:28:36 main:574] : INFO : Epoch 1941 | loss: 0.0311847 | val_loss: 0.0311795 | Time: 1763.78 ms [2022-04-01 09:28:37 main:574] : INFO : Epoch 1942 | loss: 0.0311795 | val_loss: 0.0311771 | Time: 1766.22 ms [2022-04-01 09:28:39 main:574] : INFO : Epoch 1943 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1756.86 ms [2022-04-01 09:28:41 main:574] : INFO : Epoch 1944 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 1758.78 ms [2022-04-01 09:28:43 main:574] : INFO : Epoch 1945 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 1768.3 ms [2022-04-01 09:28:45 main:574] : INFO : Epoch 1946 | loss: 0.0311748 | val_loss: 0.0311738 | Time: 1764.63 ms [2022-04-01 09:28:46 main:574] : INFO : Epoch 1947 | loss: 0.0311734 | val_loss: 0.0311759 | Time: 1765.32 ms [2022-04-01 09:28:48 main:574] : INFO : Epoch 1948 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 1754.82 ms [2022-04-01 09:28:50 main:574] : INFO : Epoch 1949 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1772.27 ms [2022-04-01 09:28:52 main:574] : INFO : Epoch 1950 | loss: 0.031173 | val_loss: 0.031175 | Time: 1766.45 ms [2022-04-01 09:28:53 main:574] : INFO : Epoch 1951 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 1766.4 ms [2022-04-01 09:28:55 main:574] : INFO : Epoch 1952 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 1763.37 ms [2022-04-01 09:28:57 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 1764.59 ms [2022-04-01 09:28:59 main:574] : INFO : Epoch 1954 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1760.31 ms [2022-04-01 09:29:01 main:574] : INFO : Epoch 1955 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 1762.99 ms [2022-04-01 09:29:02 main:574] : INFO : Epoch 1956 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 1755.75 ms [2022-04-01 09:29:04 main:574] : INFO : Epoch 1957 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 1764.66 ms [2022-04-01 09:29:06 main:574] : INFO : Epoch 1958 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 1750.16 ms [2022-04-01 09:29:08 main:574] : INFO : Epoch 1959 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 1767.28 ms [2022-04-01 09:29:09 main:574] : INFO : Epoch 1960 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 1764.4 ms [2022-04-01 09:29:11 main:574] : INFO : Epoch 1961 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1754.66 ms [2022-04-01 09:29:13 main:574] : INFO : Epoch 1962 | loss: 0.031169 | val_loss: 0.0311753 | Time: 1759.24 ms [2022-04-01 09:29:15 main:574] : INFO : Epoch 1963 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1766.42 ms [2022-04-01 09:29:17 main:574] : INFO : Epoch 1964 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 1774.22 ms [2022-04-01 09:29:18 main:574] : INFO : Epoch 1965 | loss: 0.0311703 | val_loss: 0.0311757 | Time: 1754.73 ms [2022-04-01 09:29:20 main:574] : INFO : Epoch 1966 | loss: 0.0311689 | val_loss: 0.0311751 | Time: 1763.56 ms [2022-04-01 09:29:22 main:574] : INFO : Epoch 1967 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 1758.81 ms [2022-04-01 09:29:24 main:574] : INFO : Epoch 1968 | loss: 0.031169 | val_loss: 0.0311768 | Time: 1759.2 ms [2022-04-01 09:29:25 main:574] : INFO : Epoch 1969 | loss: 0.031172 | val_loss: 0.0311798 | Time: 1760.38 ms [2022-04-01 09:29:27 main:574] : INFO : Epoch 1970 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 1760.06 ms [2022-04-01 09:29:29 main:574] : INFO : Epoch 1971 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 1757.72 ms [2022-04-01 09:29:31 main:574] : INFO : Epoch 1972 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 1763.18 ms [2022-04-01 09:29:32 main:574] : INFO : Epoch 1973 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1783.42 ms [2022-04-01 09:29:34 main:574] : INFO : Epoch 1974 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1765.22 ms [2022-04-01 09:29:36 main:574] : INFO : Epoch 1975 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1752.67 ms [2022-04-01 09:29:38 main:574] : INFO : Epoch 1976 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 1772.06 ms [2022-04-01 09:29:40 main:574] : INFO : Epoch 1977 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1755.85 ms [2022-04-01 09:29:41 main:574] : INFO : Epoch 1978 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1773.15 ms [2022-04-01 09:29:43 main:574] : INFO : Epoch 1979 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 1764.45 ms [2022-04-01 09:29:45 main:574] : INFO : Epoch 1980 | loss: 0.0311655 | val_loss: 0.0311752 | Time: 1764.09 ms [2022-04-01 09:29:47 main:574] : INFO : Epoch 1981 | loss: 0.0311654 | val_loss: 0.0311776 | Time: 1752.76 ms [2022-04-01 09:29:48 main:574] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1767.4 ms [2022-04-01 09:29:50 main:574] : INFO : Epoch 1983 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1757.31 ms [2022-04-01 09:29:52 main:574] : INFO : Epoch 1984 | loss: 0.0311653 | val_loss: 0.0311733 | Time: 1769.63 ms [2022-04-01 09:29:54 main:574] : INFO : Epoch 1985 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 1755.67 ms [2022-04-01 09:29:56 main:574] : INFO : Epoch 1986 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1764.16 ms [2022-04-01 09:29:57 main:574] : INFO : Epoch 1987 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 1759.75 ms [2022-04-01 09:29:59 main:574] : INFO : Epoch 1988 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 1762.16 ms [2022-04-01 09:30:01 main:574] : INFO : Epoch 1989 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 1747.05 ms [2022-04-01 09:30:03 main:574] : INFO : Epoch 1990 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1758.96 ms [2022-04-01 09:30:04 main:574] : INFO : Epoch 1991 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 1752.23 ms [2022-04-01 09:30:06 main:574] : INFO : Epoch 1992 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 1759.65 ms [2022-04-01 09:30:08 main:574] : INFO : Epoch 1993 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1756.3 ms [2022-04-01 09:30:10 main:574] : INFO : Epoch 1994 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1765.26 ms [2022-04-01 09:30:11 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 1761.85 ms [2022-04-01 09:30:13 main:574] : INFO : Epoch 1996 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1761.43 ms [2022-04-01 09:30:15 main:574] : INFO : Epoch 1997 | loss: 0.0311662 | val_loss: 0.031174 | Time: 1758.4 ms [2022-04-01 09:30:17 main:574] : INFO : Epoch 1998 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1767.54 ms [2022-04-01 09:30:19 main:574] : INFO : Epoch 1999 | loss: 0.031165 | val_loss: 0.0311762 | Time: 1768.68 ms [2022-04-01 09:30:20 main:574] : INFO : Epoch 2000 | loss: 0.031165 | val_loss: 0.0311746 | Time: 1764.74 ms [2022-04-01 09:30:22 main:574] : INFO : Epoch 2001 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 1770.39 ms [2022-04-01 09:30:24 main:574] : INFO : Epoch 2002 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 1762.47 ms [2022-04-01 09:30:26 main:574] : INFO : Epoch 2003 | loss: 0.0311636 | val_loss: 0.0311742 | Time: 1751.7 ms [2022-04-01 09:30:27 main:574] : INFO : Epoch 2004 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 1754.3 ms [2022-04-01 09:30:29 main:574] : INFO : Epoch 2005 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1752.18 ms [2022-04-01 09:30:31 main:574] : INFO : Epoch 2006 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1770.9 ms [2022-04-01 09:30:33 main:574] : INFO : Epoch 2007 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 1775.43 ms [2022-04-01 09:30:35 main:574] : INFO : Epoch 2008 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 1763.26 ms [2022-04-01 09:30:36 main:574] : INFO : Epoch 2009 | loss: 0.0311635 | val_loss: 0.031176 | Time: 1765.84 ms [2022-04-01 09:30:38 main:574] : INFO : Epoch 2010 | loss: 0.0311625 | val_loss: 0.0311754 | Time: 1764.09 ms [2022-04-01 09:30:40 main:574] : INFO : Epoch 2011 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 1759.14 ms [2022-04-01 09:30:42 main:574] : INFO : Epoch 2012 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 1760.44 ms [2022-04-01 09:30:43 main:574] : INFO : Epoch 2013 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 1767.12 ms [2022-04-01 09:30:45 main:574] : INFO : Epoch 2014 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 1762.77 ms [2022-04-01 09:30:47 main:574] : INFO : Epoch 2015 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 1761.12 ms [2022-04-01 09:30:49 main:574] : INFO : Epoch 2016 | loss: 0.0311717 | val_loss: 0.0311745 | Time: 1752.84 ms [2022-04-01 09:30:51 main:574] : INFO : Epoch 2017 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 1766.28 ms [2022-04-01 09:30:52 main:574] : INFO : Epoch 2018 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 1757.17 ms [2022-04-01 09:30:54 main:574] : INFO : Epoch 2019 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 1752.54 ms [2022-04-01 09:30:56 main:574] : INFO : Epoch 2020 | loss: 0.031166 | val_loss: 0.0311723 | Time: 1755.28 ms [2022-04-01 09:30:58 main:574] : INFO : Epoch 2021 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1761.56 ms [2022-04-01 09:30:59 main:574] : INFO : Epoch 2022 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 1755.05 ms [2022-04-01 09:31:01 main:574] : INFO : Epoch 2023 | loss: 0.0311641 | val_loss: 0.031174 | Time: 1757.38 ms [2022-04-01 09:31:03 main:574] : INFO : Epoch 2024 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 1760.17 ms [2022-04-01 09:31:05 main:574] : INFO : Epoch 2025 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 1752.46 ms [2022-04-01 09:31:06 main:574] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.0311751 | Time: 1768.91 ms [2022-04-01 09:31:08 main:574] : INFO : Epoch 2027 | loss: 0.0311686 | val_loss: 0.0311888 | Time: 1769.59 ms [2022-04-01 09:31:10 main:574] : INFO : Epoch 2028 | loss: 0.0321103 | val_loss: 0.0416097 | Time: 1756.63 ms [2022-04-01 09:31:12 main:574] : INFO : Epoch 2029 | loss: 0.0358312 | val_loss: 0.0321435 | Time: 1753.3 ms [2022-04-01 09:31:14 main:574] : INFO : Epoch 2030 | loss: 0.0316272 | val_loss: 0.0313483 | Time: 1767.42 ms [2022-04-01 09:31:15 main:574] : INFO : Epoch 2031 | loss: 0.0312752 | val_loss: 0.0312234 | Time: 1761.5 ms [2022-04-01 09:31:17 main:574] : INFO : Epoch 2032 | loss: 0.031217 | val_loss: 0.0312066 | Time: 1746.52 ms [2022-04-01 09:31:19 main:574] : INFO : Epoch 2033 | loss: 0.0312047 | val_loss: 0.031201 | Time: 1773.3 ms [2022-04-01 09:31:21 main:574] : INFO : Epoch 2034 | loss: 0.0312004 | val_loss: 0.0311981 | Time: 1765.88 ms [2022-04-01 09:31:22 main:574] : INFO : Epoch 2035 | loss: 0.0312001 | val_loss: 0.0312006 | Time: 1762.47 ms [2022-04-01 09:31:24 main:574] : INFO : Epoch 2036 | loss: 0.031199 | val_loss: 0.0311981 | Time: 1755.53 ms [2022-04-01 09:31:26 main:574] : INFO : Epoch 2037 | loss: 0.0311982 | val_loss: 0.0311982 | Time: 1769.82 ms [2022-04-01 09:31:28 main:574] : INFO : Epoch 2038 | loss: 0.0311972 | val_loss: 0.0311988 | Time: 1759.58 ms [2022-04-01 09:31:30 main:574] : INFO : Epoch 2039 | loss: 0.0311969 | val_loss: 0.0311989 | Time: 1759.49 ms [2022-04-01 09:31:31 main:574] : INFO : Epoch 2040 | loss: 0.0311963 | val_loss: 0.0311973 | Time: 1762.91 ms [2022-04-01 09:31:33 main:574] : INFO : Epoch 2041 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 1766.52 ms [2022-04-01 09:31:35 main:574] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0311965 | Time: 1769.13 ms [2022-04-01 09:31:37 main:574] : INFO : Epoch 2043 | loss: 0.0311949 | val_loss: 0.031197 | Time: 1759.72 ms [2022-04-01 09:31:38 main:574] : INFO : Epoch 2044 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 1770.5 ms [2022-04-01 09:31:40 main:574] : INFO : Epoch 2045 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 1764.64 ms [2022-04-01 09:31:42 main:574] : INFO : Epoch 2046 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 1761.29 ms [2022-04-01 09:31:44 main:574] : INFO : Epoch 2047 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 1749.83 ms [2022-04-01 09:31:46 main:574] : INFO : Epoch 2048 | loss: 0.0311947 | val_loss: 0.0311945 | Time: 1755.37 ms [2022-04-01 09:31:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311945 [2022-04-01 09:31:46 main:603] : INFO : Saving end state to config to file [2022-04-01 09:31:46 main:608] : INFO : Success, exiting.. 09:31:46 (35684): 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)