Task 12319451
| Name | ParityModified-1645998036-13019-1-0_0 |
| Workunit | 9492552 |
| Created | 1 Mar 2022, 19:29:10 UTC |
| Sent | 7 Mar 2022, 15:50:48 UTC |
| Report deadline | 15 Mar 2022, 15:50:48 UTC |
| Received | 7 Mar 2022, 18:51:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 2 sec |
| CPU time | 1 hours 12 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6 main:574] : INFO : Epoch 1542 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 2142.22 ms [2022-03-07 11:33:08 main:574] : INFO : Epoch 1543 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 2136.67 ms [2022-03-07 11:33:10 main:574] : INFO : Epoch 1544 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2144.59 ms [2022-03-07 11:33:13 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 2148.06 ms [2022-03-07 11:33:15 main:574] : INFO : Epoch 1546 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 2155.75 ms [2022-03-07 11:33:17 main:574] : INFO : Epoch 1547 | loss: 0.0311745 | val_loss: 0.0311789 | Time: 2163.98 ms [2022-03-07 11:33:19 main:574] : INFO : Epoch 1548 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 2154.44 ms [2022-03-07 11:33:21 main:574] : INFO : Epoch 1549 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 2158.99 ms [2022-03-07 11:33:23 main:574] : INFO : Epoch 1550 | loss: 0.0311773 | val_loss: 0.0311952 | Time: 2155.68 ms [2022-03-07 11:33:26 main:574] : INFO : Epoch 1551 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 2157.16 ms [2022-03-07 11:33:28 main:574] : INFO : Epoch 1552 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 2152.57 ms [2022-03-07 11:33:30 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2148.56 ms [2022-03-07 11:33:32 main:574] : INFO : Epoch 1554 | loss: 0.0311728 | val_loss: 0.031179 | Time: 2149.74 ms [2022-03-07 11:33:34 main:574] : INFO : Epoch 1555 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 2141.49 ms [2022-03-07 11:33:36 main:574] : INFO : Epoch 1556 | loss: 0.0311733 | val_loss: 0.0311862 | Time: 2138.55 ms [2022-03-07 11:33:38 main:574] : INFO : Epoch 1557 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 2144.79 ms [2022-03-07 11:33:41 main:574] : INFO : Epoch 1558 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 2158.44 ms [2022-03-07 11:33:43 main:574] : INFO : Epoch 1559 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 2159.41 ms [2022-03-07 11:33:45 main:574] : INFO : Epoch 1560 | loss: 0.0311729 | val_loss: 0.031179 | Time: 2155.89 ms [2022-03-07 11:33:47 main:574] : INFO : Epoch 1561 | loss: 0.0311723 | val_loss: 0.0311874 | Time: 2159.18 ms [2022-03-07 11:33:49 main:574] : INFO : Epoch 1562 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 2153.68 ms [2022-03-07 11:33:51 main:574] : INFO : Epoch 1563 | loss: 0.031171 | val_loss: 0.0311808 | Time: 2156.2 ms [2022-03-07 11:33:54 main:574] : INFO : Epoch 1564 | loss: 0.0311741 | val_loss: 0.0311961 | Time: 2160.5 ms [2022-03-07 11:33:56 main:574] : INFO : Epoch 1565 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 2163.89 ms [2022-03-07 11:33:58 main:574] : INFO : Epoch 1566 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 2164.22 ms [2022-03-07 11:34:00 main:574] : INFO : Epoch 1567 | loss: 0.031171 | val_loss: 0.0311803 | Time: 2159.55 ms [2022-03-07 11:34:02 main:574] : INFO : Epoch 1568 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 2160.29 ms [2022-03-07 11:34:04 main:574] : INFO : Epoch 1569 | loss: 0.0311737 | val_loss: 0.0311849 | Time: 2156.93 ms [2022-03-07 11:34:07 main:574] : INFO : Epoch 1570 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 2165.83 ms [2022-03-07 11:34:09 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.031179 | Time: 2162.33 ms [2022-03-07 11:34:11 main:574] : INFO : Epoch 1572 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 2166.35 ms [2022-03-07 11:34:13 main:574] : INFO : Epoch 1573 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 2160.13 ms [2022-03-07 11:34:15 main:574] : INFO : Epoch 1574 | loss: 0.031174 | val_loss: 0.0311789 | Time: 2159.77 ms [2022-03-07 11:34:17 main:574] : INFO : Epoch 1575 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 2149.86 ms [2022-03-07 11:34:19 main:574] : INFO : Epoch 1576 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 2146.68 ms [2022-03-07 11:34:22 main:574] : INFO : Epoch 1577 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 2158 ms [2022-03-07 11:34:24 main:574] : INFO : Epoch 1578 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 2156.26 ms [2022-03-07 11:34:26 main:574] : INFO : Epoch 1579 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 2155.75 ms [2022-03-07 11:34:28 main:574] : INFO : Epoch 1580 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 2158.24 ms [2022-03-07 11:34:30 main:574] : INFO : Epoch 1581 | loss: 0.0311715 | val_loss: 0.031179 | Time: 2167.05 ms [2022-03-07 11:34:32 main:574] : INFO : Epoch 1582 | loss: 0.0311715 | val_loss: 0.031179 | Time: 2157.13 ms [2022-03-07 11:34:35 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 2156.13 ms [2022-03-07 11:34:37 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311855 | Time: 2165.43 ms [2022-03-07 11:34:39 main:574] : INFO : Epoch 1585 | loss: 0.031172 | val_loss: 0.0311807 | Time: 2158.04 ms [2022-03-07 11:34:41 main:574] : INFO : Epoch 1586 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 2155.55 ms [2022-03-07 11:34:43 main:574] : INFO : Epoch 1587 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2157.8 ms [2022-03-07 11:34:45 main:574] : INFO : Epoch 1588 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 2158.98 ms [2022-03-07 11:34:48 main:574] : INFO : Epoch 1589 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2157.71 ms [2022-03-07 11:34:50 main:574] : INFO : Epoch 1590 | loss: 0.0311692 | val_loss: 0.0311794 | Time: 2148.87 ms [2022-03-07 11:34:52 main:574] : INFO : Epoch 1591 | loss: 0.0311696 | val_loss: 0.0311798 | Time: 2150.68 ms [2022-03-07 11:34:54 main:574] : INFO : Epoch 1592 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 2138.53 ms [2022-03-07 11:34:56 main:574] : INFO : Epoch 1593 | loss: 0.0311734 | val_loss: 0.031184 | Time: 2140.87 ms [2022-03-07 11:34:58 main:574] : INFO : Epoch 1594 | loss: 0.0311742 | val_loss: 0.0311869 | Time: 2146.56 ms [2022-03-07 11:35:00 main:574] : INFO : Epoch 1595 | loss: 0.0311722 | val_loss: 0.0311826 | Time: 2151.9 ms [2022-03-07 11:35:03 main:574] : INFO : Epoch 1596 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 2156.02 ms [2022-03-07 11:35:05 main:574] : INFO : Epoch 1597 | loss: 0.0311727 | val_loss: 0.0311839 | Time: 2154.17 ms [2022-03-07 11:35:07 main:574] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311784 | Time: 2164.84 ms [2022-03-07 11:35:09 main:574] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311806 | Time: 2161.45 ms [2022-03-07 11:35:11 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.031179 | Time: 2156.09 ms [2022-03-07 11:35:13 main:574] : INFO : Epoch 1601 | loss: 0.0311732 | val_loss: 0.0311858 | Time: 2161.01 ms [2022-03-07 11:35:16 main:574] : INFO : Epoch 1602 | loss: 0.0311737 | val_loss: 0.0311851 | Time: 2155.01 ms [2022-03-07 11:35:18 main:574] : INFO : Epoch 1603 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 2158.65 ms [2022-03-07 11:35:20 main:574] : INFO : Epoch 1604 | loss: 0.0311695 | val_loss: 0.0311817 | Time: 2162.21 ms [2022-03-07 11:35:22 main:574] : INFO : Epoch 1605 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 2152.79 ms [2022-03-07 11:35:24 main:574] : INFO : Epoch 1606 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 2153.62 ms [2022-03-07 11:35:26 main:574] : INFO : Epoch 1607 | loss: 0.031171 | val_loss: 0.0311798 | Time: 2151.54 ms [2022-03-07 11:35:29 main:574] : INFO : Epoch 1608 | loss: 0.0311767 | val_loss: 0.031178 | Time: 2151.6 ms [2022-03-07 11:35:31 main:574] : INFO : Epoch 1609 | loss: 0.0311774 | val_loss: 0.0311776 | Time: 2146.78 ms [2022-03-07 11:35:33 main:574] : INFO : Epoch 1610 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2142.27 ms [2022-03-07 11:35:35 main:574] : INFO : Epoch 1611 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 2144.2 ms [2022-03-07 11:35:37 main:574] : INFO : Epoch 1612 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 2154.48 ms [2022-03-07 11:35:39 main:574] : INFO : Epoch 1613 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2151.99 ms [2022-03-07 11:35:41 main:574] : INFO : Epoch 1614 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2165.73 ms [2022-03-07 11:35:44 main:574] : INFO : Epoch 1615 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2159.34 ms [2022-03-07 11:35:46 main:574] : INFO : Epoch 1616 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2156.5 ms [2022-03-07 11:35:48 main:574] : INFO : Epoch 1617 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 2158.3 ms [2022-03-07 11:35:50 main:574] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 2163.6 ms [2022-03-07 11:35:52 main:574] : INFO : Epoch 1619 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 2165.31 ms [2022-03-07 11:35:54 main:574] : INFO : Epoch 1620 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 2163.31 ms [2022-03-07 11:35:57 main:574] : INFO : Epoch 1621 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 2158.32 ms [2022-03-07 11:35:59 main:574] : INFO : Epoch 1622 | loss: 0.031169 | val_loss: 0.0311762 | Time: 2158.75 ms [2022-03-07 11:36:01 main:574] : INFO : Epoch 1623 | loss: 0.0311715 | val_loss: 0.0311859 | Time: 2157.91 ms [2022-03-07 11:36:03 main:574] : INFO : Epoch 1624 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 2161.22 ms [2022-03-07 11:36:05 main:574] : INFO : Epoch 1625 | loss: 0.0311748 | val_loss: 0.0311769 | Time: 2161.67 ms [2022-03-07 11:36:07 main:574] : INFO : Epoch 1626 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 2159.96 ms [2022-03-07 11:36:10 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2164.72 ms [2022-03-07 11:36:12 main:574] : INFO : Epoch 1628 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 2155.19 ms [2022-03-07 11:36:14 main:574] : INFO : Epoch 1629 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 2160.69 ms [2022-03-07 11:36:16 main:574] : INFO : Epoch 1630 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2169.71 ms [2022-03-07 11:36:18 main:574] : INFO : Epoch 1631 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 2158.05 ms [2022-03-07 11:36:20 main:574] : INFO : Epoch 1632 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 2159.43 ms [2022-03-07 11:36:23 main:574] : INFO : Epoch 1633 | loss: 0.0311719 | val_loss: 0.031177 | Time: 2159.81 ms [2022-03-07 11:36:25 main:574] : INFO : Epoch 1634 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 2166.3 ms [2022-03-07 11:36:27 main:574] : INFO : Epoch 1635 | loss: 0.031171 | val_loss: 0.0311803 | Time: 2166.42 ms [2022-03-07 11:36:29 main:574] : INFO : Epoch 1636 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 2155.47 ms [2022-03-07 11:36:31 main:574] : INFO : Epoch 1637 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 2158.93 ms [2022-03-07 11:36:33 main:574] : INFO : Epoch 1638 | loss: 0.0311719 | val_loss: 0.031176 | Time: 2162.68 ms [2022-03-07 11:36:35 main:574] : INFO : Epoch 1639 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 2160.86 ms [2022-03-07 11:36:38 main:574] : INFO : Epoch 1640 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2155.01 ms [2022-03-07 11:36:40 main:574] : INFO : Epoch 1641 | loss: 0.0311713 | val_loss: 0.0311747 | Time: 2164.63 ms [2022-03-07 11:36:42 main:574] : INFO : Epoch 1642 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 2165.28 ms [2022-03-07 11:36:44 main:574] : INFO : Epoch 1643 | loss: 0.031169 | val_loss: 0.0311741 | Time: 2162.65 ms [2022-03-07 11:36:46 main:574] : INFO : Epoch 1644 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 2170.72 ms [2022-03-07 11:36:48 main:574] : INFO : Epoch 1645 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 2162.39 ms [2022-03-07 11:36:51 main:574] : INFO : Epoch 1646 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 2166 ms [2022-03-07 11:36:53 main:574] : INFO : Epoch 1647 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 2152.99 ms [2022-03-07 11:36:55 main:574] : INFO : Epoch 1648 | loss: 0.0311715 | val_loss: 0.0311827 | Time: 2150.85 ms [2022-03-07 11:36:57 main:574] : INFO : Epoch 1649 | loss: 0.0311956 | val_loss: 0.0312008 | Time: 2149.76 ms [2022-03-07 11:36:59 main:574] : INFO : Epoch 1650 | loss: 0.0311922 | val_loss: 0.0311815 | Time: 2156.96 ms [2022-03-07 11:37:01 main:574] : INFO : Epoch 1651 | loss: 0.031181 | val_loss: 0.0311774 | Time: 2153.61 ms [2022-03-07 11:37:04 main:574] : INFO : Epoch 1652 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 2161.84 ms [2022-03-07 11:37:06 main:574] : INFO : Epoch 1653 | loss: 0.031177 | val_loss: 0.0311767 | Time: 2160.63 ms [2022-03-07 11:37:08 main:574] : INFO : Epoch 1654 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 2160.87 ms [2022-03-07 11:37:10 main:574] : INFO : Epoch 1655 | loss: 0.031176 | val_loss: 0.0311766 | Time: 2160.34 ms [2022-03-07 11:37:12 main:574] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2150.64 ms [2022-03-07 11:37:14 main:574] : INFO : Epoch 1657 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 2151.74 ms [2022-03-07 11:37:17 main:574] : INFO : Epoch 1658 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 2152.84 ms [2022-03-07 11:37:19 main:574] : INFO : Epoch 1659 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 2157.03 ms [2022-03-07 11:37:21 main:574] : INFO : Epoch 1660 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 2154.01 ms [2022-03-07 11:37:23 main:574] : INFO : Epoch 1661 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2170.36 ms [2022-03-07 11:37:25 main:574] : INFO : Epoch 1662 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 2226.39 ms [2022-03-07 11:37:28 main:574] : INFO : Epoch 1663 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 2150.82 ms [2022-03-07 11:37:30 main:574] : INFO : Epoch 1664 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 2154 ms [2022-03-07 11:37:32 main:574] : INFO : Epoch 1665 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 2156.85 ms [2022-03-07 11:37:34 main:574] : INFO : Epoch 1666 | loss: 0.031172 | val_loss: 0.0311751 | Time: 2166.82 ms [2022-03-07 11:37:36 main:574] : INFO : Epoch 1667 | loss: 0.0311743 | val_loss: 0.0311743 | Time: 2195.65 ms [2022-03-07 11:37:39 main:574] : INFO : Epoch 1668 | loss: 0.0311747 | val_loss: 0.0311848 | Time: 2143.6 ms [2022-03-07 11:37:41 main:574] : INFO : Epoch 1669 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2144.58 ms [2022-03-07 11:37:43 main:574] : INFO : Epoch 1670 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 2151.41 ms [2022-03-07 11:37:45 main:574] : INFO : Epoch 1671 | loss: 0.0311717 | val_loss: 0.031177 | Time: 2151.58 ms [2022-03-07 11:37:47 main:574] : INFO : Epoch 1672 | loss: 0.0311709 | val_loss: 0.0311751 | Time: 2154.95 ms [2022-03-07 11:37:50 main:574] : INFO : Epoch 1673 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 2155.33 ms [2022-03-07 11:37:52 main:574] : INFO : Epoch 1674 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2160.89 ms [2022-03-07 11:37:54 main:574] : INFO : Epoch 1675 | loss: 0.0311698 | val_loss: 0.031176 | Time: 2162.66 ms [2022-03-07 11:37:56 main:574] : INFO : Epoch 1676 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 2158.48 ms [2022-03-07 11:37:58 main:574] : INFO : Epoch 1677 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 2162.83 ms [2022-03-07 11:38:00 main:574] : INFO : Epoch 1678 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 2165.06 ms [2022-03-07 11:38:03 main:574] : INFO : Epoch 1679 | loss: 0.031171 | val_loss: 0.0311776 | Time: 2256.05 ms [2022-03-07 11:38:05 main:574] : INFO : Epoch 1680 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 2196.33 ms [2022-03-07 11:38:07 main:574] : INFO : Epoch 1681 | loss: 0.0311698 | val_loss: 0.0311764 | Time: 2150.32 ms [2022-03-07 11:38:10 main:574] : INFO : Epoch 1682 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 2149.97 ms [2022-03-07 11:38:12 main:574] : INFO : Epoch 1683 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2155.22 ms [2022-03-07 11:38:14 main:574] : INFO : Epoch 1684 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 2137.45 ms [2022-03-07 11:38:16 main:574] : INFO : Epoch 1685 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 2148.9 ms [2022-03-07 11:38:18 main:574] : INFO : Epoch 1686 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2148.85 ms [2022-03-07 11:38:20 main:574] : INFO : Epoch 1687 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 2152.45 ms [2022-03-07 11:38:23 main:574] : INFO : Epoch 1688 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 2158.19 ms [2022-03-07 11:38:25 main:574] : INFO : Epoch 1689 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 2152.62 ms [2022-03-07 11:38:27 main:574] : INFO : Epoch 1690 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 2150.55 ms [2022-03-07 11:38:29 main:574] : INFO : Epoch 1691 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 2145.04 ms [2022-03-07 11:38:31 main:574] : INFO : Epoch 1692 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 2145.97 ms [2022-03-07 11:38:33 main:574] : INFO : Epoch 1693 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 2140.11 ms [2022-03-07 11:38:35 main:574] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311754 | Time: 2137.81 ms [2022-03-07 11:38:38 main:574] : INFO : Epoch 1695 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 2141.23 ms [2022-03-07 11:38:40 main:574] : INFO : Epoch 1696 | loss: 0.0311715 | val_loss: 0.0311832 | Time: 2149.56 ms [2022-03-07 11:38:42 main:574] : INFO : Epoch 1697 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 2152.8 ms [2022-03-07 11:38:44 main:574] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 2152.55 ms [2022-03-07 11:38:46 main:574] : INFO : Epoch 1699 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 2147.6 ms [2022-03-07 11:38:48 main:574] : INFO : Epoch 1700 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 2132.34 ms [2022-03-07 11:38:50 main:574] : INFO : Epoch 1701 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 2142.29 ms [2022-03-07 11:38:53 main:574] : INFO : Epoch 1702 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 2146.6 ms [2022-03-07 11:38:55 main:574] : INFO : Epoch 1703 | loss: 0.0311685 | val_loss: 0.031179 | Time: 2145.05 ms [2022-03-07 11:38:57 main:574] : INFO : Epoch 1704 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 2160.38 ms [2022-03-07 11:38:59 main:574] : INFO : Epoch 1705 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 2154.74 ms [2022-03-07 11:39:01 main:574] : INFO : Epoch 1706 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 2147.82 ms [2022-03-07 11:39:03 main:574] : INFO : Epoch 1707 | loss: 0.0311715 | val_loss: 0.0311836 | Time: 2153.56 ms [2022-03-07 11:39:06 main:574] : INFO : Epoch 1708 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 2147.6 ms [2022-03-07 11:39:08 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 2144.95 ms [2022-03-07 11:39:10 main:574] : INFO : Epoch 1710 | loss: 0.0311694 | val_loss: 0.0311754 | Time: 2143.31 ms [2022-03-07 11:39:12 main:574] : INFO : Epoch 1711 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 2140.55 ms [2022-03-07 11:39:14 main:574] : INFO : Epoch 1712 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2144.63 ms [2022-03-07 11:39:16 main:574] : INFO : Epoch 1713 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 2150.49 ms [2022-03-07 11:39:18 main:574] : INFO : Epoch 1714 | loss: 0.0311688 | val_loss: 0.031177 | Time: 2155.6 ms [2022-03-07 11:39:21 main:574] : INFO : Epoch 1715 | loss: 0.031169 | val_loss: 0.0311759 | Time: 2152.21 ms [2022-03-07 11:39:23 main:574] : INFO : Epoch 1716 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 2155.45 ms [2022-03-07 11:39:25 main:574] : INFO : Epoch 1717 | loss: 0.0311655 | val_loss: 0.031181 | Time: 2150.87 ms [2022-03-07 11:39:27 main:574] : INFO : Epoch 1718 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 2143.59 ms [2022-03-07 11:39:29 main:574] : INFO : Epoch 1719 | loss: 0.0311704 | val_loss: 0.0311822 | Time: 2139.59 ms [2022-03-07 11:39:31 main:574] : INFO : Epoch 1720 | loss: 0.0311718 | val_loss: 0.0311882 | Time: 2135.42 ms [2022-03-07 11:39:33 main:574] : INFO : Epoch 1721 | loss: 0.031175 | val_loss: 0.03118 | Time: 2144.99 ms [2022-03-07 11:39:36 main:574] : INFO : Epoch 1722 | loss: 0.0311714 | val_loss: 0.0311814 | Time: 2152.72 ms [2022-03-07 11:39:38 main:574] : INFO : Epoch 1723 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 2149.88 ms [2022-03-07 11:39:40 main:574] : INFO : Epoch 1724 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 2155.79 ms [2022-03-07 11:39:42 main:574] : INFO : Epoch 1725 | loss: 0.0311693 | val_loss: 0.0311801 | Time: 2152.77 ms [2022-03-07 11:39:44 main:574] : INFO : Epoch 1726 | loss: 0.0311676 | val_loss: 0.0311825 | Time: 2150.38 ms [2022-03-07 11:39:46 main:574] : INFO : Epoch 1727 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 2146.16 ms [2022-03-07 11:39:48 main:574] : INFO : Epoch 1728 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 2137.24 ms [2022-03-07 11:39:51 main:574] : INFO : Epoch 1729 | loss: 0.0311727 | val_loss: 0.0311871 | Time: 2137.27 ms [2022-03-07 11:39:53 main:574] : INFO : Epoch 1730 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 2142.72 ms [2022-03-07 11:39:55 main:574] : INFO : Epoch 1731 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 2153.79 ms [2022-03-07 11:39:57 main:574] : INFO : Epoch 1732 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 2145.04 ms [2022-03-07 11:39:59 main:574] : INFO : Epoch 1733 | loss: 0.03117 | val_loss: 0.0311761 | Time: 2154.22 ms [2022-03-07 11:40:01 main:574] : INFO : Epoch 1734 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 2147.88 ms [2022-03-07 11:40:04 main:574] : INFO : Epoch 1735 | loss: 0.031171 | val_loss: 0.0311803 | Time: 2149.34 ms [2022-03-07 11:40:06 main:574] : INFO : Epoch 1736 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 2136.18 ms [2022-03-07 11:40:08 main:574] : INFO : Epoch 1737 | loss: 0.0311674 | val_loss: 0.0311875 | Time: 2141.27 ms [2022-03-07 11:40:10 main:574] : INFO : Epoch 1738 | loss: 0.0311696 | val_loss: 0.031179 | Time: 2149.45 ms [2022-03-07 11:40:12 main:574] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.031179 | Time: 2148.63 ms [2022-03-07 11:40:14 main:574] : INFO : Epoch 1740 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 2153.41 ms [2022-03-07 11:40:16 main:574] : INFO : Epoch 1741 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2152.39 ms [2022-03-07 11:40:19 main:574] : INFO : Epoch 1742 | loss: 0.0311672 | val_loss: 0.031183 | Time: 2158.66 ms [2022-03-07 11:40:21 main:574] : INFO : Epoch 1743 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 2159.19 ms [2022-03-07 11:40:23 main:574] : INFO : Epoch 1744 | loss: 0.0311659 | val_loss: 0.0311799 | Time: 2151.75 ms [2022-03-07 11:40:25 main:574] : INFO : Epoch 1745 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 2159.95 ms [2022-03-07 11:40:27 main:574] : INFO : Epoch 1746 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 2151.2 ms [2022-03-07 11:40:29 main:574] : INFO : Epoch 1747 | loss: 0.0311651 | val_loss: 0.0311796 | Time: 2149.39 ms [2022-03-07 11:40:32 main:574] : INFO : Epoch 1748 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 2157.88 ms [2022-03-07 11:40:34 main:574] : INFO : Epoch 1749 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 2148.75 ms [2022-03-07 11:40:36 main:574] : INFO : Epoch 1750 | loss: 0.0311801 | val_loss: 0.0311763 | Time: 2141.86 ms [2022-03-07 11:40:38 main:574] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.0311742 | Time: 2140.07 ms [2022-03-07 11:40:40 main:574] : INFO : Epoch 1752 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2141.61 ms [2022-03-07 11:40:42 main:574] : INFO : Epoch 1753 | loss: 0.0340816 | val_loss: 0.0343355 | Time: 2148.78 ms [2022-03-07 11:40:44 main:574] : INFO : Epoch 1754 | loss: 0.0357485 | val_loss: 0.0324387 | Time: 2151.25 ms [2022-03-07 11:40:47 main:574] : INFO : Epoch 1755 | loss: 0.0318811 | val_loss: 0.0317506 | Time: 2147.84 ms [2022-03-07 11:40:49 main:574] : INFO : Epoch 1756 | loss: 0.0314072 | val_loss: 0.0312731 | Time: 2150.88 ms [2022-03-07 11:40:51 main:574] : INFO : Epoch 1757 | loss: 0.0312643 | val_loss: 0.0312405 | Time: 2156.76 ms [2022-03-07 11:40:53 main:574] : INFO : Epoch 1758 | loss: 0.0312404 | val_loss: 0.0312341 | Time: 2142.54 ms [2022-03-07 11:40:55 main:574] : INFO : Epoch 1759 | loss: 0.0312343 | val_loss: 0.0312312 | Time: 2137.16 ms [2022-03-07 11:40:57 main:574] : INFO : Epoch 1760 | loss: 0.0312319 | val_loss: 0.0312275 | Time: 2143 ms [2022-03-07 11:40:59 main:574] : INFO : Epoch 1761 | loss: 0.031229 | val_loss: 0.0312246 | Time: 2156.44 ms [2022-03-07 11:41:02 main:574] : INFO : Epoch 1762 | loss: 0.0312275 | val_loss: 0.0312223 | Time: 2158.01 ms [2022-03-07 11:41:04 main:574] : INFO : Epoch 1763 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 2148.16 ms [2022-03-07 11:41:06 main:574] : INFO : Epoch 1764 | loss: 0.0312235 | val_loss: 0.031218 | Time: 2155.81 ms [2022-03-07 11:41:08 main:574] : INFO : Epoch 1765 | loss: 0.0312213 | val_loss: 0.0312161 | Time: 2151.54 ms [2022-03-07 11:41:10 main:574] : INFO : Epoch 1766 | loss: 0.0312196 | val_loss: 0.0312147 | Time: 2142.47 ms [2022-03-07 11:41:12 main:574] : INFO : Epoch 1767 | loss: 0.031218 | val_loss: 0.0312102 | Time: 2142.28 ms [2022-03-07 11:41:15 main:574] : INFO : Epoch 1768 | loss: 0.0312114 | val_loss: 0.0312015 | Time: 2141.02 ms [2022-03-07 11:41:17 main:574] : INFO : Epoch 1769 | loss: 0.031208 | val_loss: 0.0311997 | Time: 2145.79 ms [2022-03-07 11:41:19 main:574] : INFO : Epoch 1770 | loss: 0.0312032 | val_loss: 0.031197 | Time: 2148.33 ms [2022-03-07 11:41:21 main:574] : INFO : Epoch 1771 | loss: 0.0312018 | val_loss: 0.0311956 | Time: 2149.65 ms [2022-03-07 11:41:23 main:574] : INFO : Epoch 1772 | loss: 0.0312 | val_loss: 0.0311968 | Time: 2152.15 ms [2022-03-07 11:41:25 main:574] : INFO : Epoch 1773 | loss: 0.0311998 | val_loss: 0.0311947 | Time: 2148.52 ms [2022-03-07 11:41:27 main:574] : INFO : Epoch 1774 | loss: 0.0311985 | val_loss: 0.0311934 | Time: 2147.1 ms [2022-03-07 11:41:30 main:574] : INFO : Epoch 1775 | loss: 0.0312006 | val_loss: 0.0311949 | Time: 2137.95 ms [2022-03-07 11:41:32 main:574] : INFO : Epoch 1776 | loss: 0.0312006 | val_loss: 0.0312039 | Time: 2140.74 ms [2022-03-07 11:41:34 main:574] : INFO : Epoch 1777 | loss: 0.0311975 | val_loss: 0.0311911 | Time: 2142.46 ms [2022-03-07 11:41:36 main:574] : INFO : Epoch 1778 | loss: 0.0311965 | val_loss: 0.0311938 | Time: 2144 ms [2022-03-07 11:41:38 main:574] : INFO : Epoch 1779 | loss: 0.031201 | val_loss: 0.0312018 | Time: 2144.04 ms [2022-03-07 11:41:40 main:574] : INFO : Epoch 1780 | loss: 0.0311977 | val_loss: 0.0311903 | Time: 2153.73 ms [2022-03-07 11:41:42 main:574] : INFO : Epoch 1781 | loss: 0.0311981 | val_loss: 0.0311902 | Time: 2150.92 ms [2022-03-07 11:41:45 main:574] : INFO : Epoch 1782 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 2149.7 ms [2022-03-07 11:41:47 main:574] : INFO : Epoch 1783 | loss: 0.0311949 | val_loss: 0.0311918 | Time: 2136.23 ms [2022-03-07 11:41:49 main:574] : INFO : Epoch 1784 | loss: 0.031194 | val_loss: 0.0311891 | Time: 2139.78 ms [2022-03-07 11:41:51 main:574] : INFO : Epoch 1785 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 2142.74 ms [2022-03-07 11:41:53 main:574] : INFO : Epoch 1786 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 2150.13 ms [2022-03-07 11:41:55 main:574] : INFO : Epoch 1787 | loss: 0.0311948 | val_loss: 0.0311885 | Time: 2146.36 ms [2022-03-07 11:41:57 main:574] : INFO : Epoch 1788 | loss: 0.0311955 | val_loss: 0.031199 | Time: 2139.52 ms [2022-03-07 11:42:00 main:574] : INFO : Epoch 1789 | loss: 0.0311965 | val_loss: 0.0311907 | Time: 2144.37 ms [2022-03-07 11:42:02 main:574] : INFO : Epoch 1790 | loss: 0.0311948 | val_loss: 0.0311911 | Time: 2144.39 ms [2022-03-07 11:42:04 main:574] : INFO : Epoch 1791 | loss: 0.0311931 | val_loss: 0.0311873 | Time: 2151.4 ms [2022-03-07 11:42:06 main:574] : INFO : Epoch 1792 | loss: 0.0311919 | val_loss: 0.0312005 | Time: 2151.74 ms [2022-03-07 11:42:08 main:574] : INFO : Epoch 1793 | loss: 0.031197 | val_loss: 0.0311944 | Time: 2149.31 ms [2022-03-07 11:42:10 main:574] : INFO : Epoch 1794 | loss: 0.0311916 | val_loss: 0.0311867 | Time: 2150.77 ms [2022-03-07 11:42:13 main:574] : INFO : Epoch 1795 | loss: 0.0311902 | val_loss: 0.0311875 | Time: 2149.72 ms [2022-03-07 11:42:15 main:574] : INFO : Epoch 1796 | loss: 0.0311908 | val_loss: 0.0311869 | Time: 2141.77 ms [2022-03-07 11:42:17 main:574] : INFO : Epoch 1797 | loss: 0.0311909 | val_loss: 0.0311876 | Time: 2144.9 ms [2022-03-07 11:42:19 main:574] : INFO : Epoch 1798 | loss: 0.0311934 | val_loss: 0.0312049 | Time: 2145.54 ms [2022-03-07 11:42:21 main:574] : INFO : Epoch 1799 | loss: 0.0311927 | val_loss: 0.0311865 | Time: 2150.05 ms [2022-03-07 11:42:23 main:574] : INFO : Epoch 1800 | loss: 0.0311919 | val_loss: 0.0311878 | Time: 2156.27 ms [2022-03-07 11:42:25 main:574] : INFO : Epoch 1801 | loss: 0.031191 | val_loss: 0.0311871 | Time: 2154.97 ms [2022-03-07 11:42:28 main:574] : INFO : Epoch 1802 | loss: 0.0311891 | val_loss: 0.0311866 | Time: 2153.95 ms [2022-03-07 11:42:30 main:574] : INFO : Epoch 1803 | loss: 0.0311907 | val_loss: 0.0311861 | Time: 2149.43 ms [2022-03-07 11:42:32 main:574] : INFO : Epoch 1804 | loss: 0.0311891 | val_loss: 0.0311858 | Time: 2143.29 ms [2022-03-07 11:42:34 main:574] : INFO : Epoch 1805 | loss: 0.0311895 | val_loss: 0.0311856 | Time: 2146.35 ms [2022-03-07 11:42:36 main:574] : INFO : Epoch 1806 | loss: 0.0311892 | val_loss: 0.0311878 | Time: 2149.29 ms [2022-03-07 11:42:38 main:574] : INFO : Epoch 1807 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 2141.88 ms [2022-03-07 11:42:40 main:574] : INFO : Epoch 1808 | loss: 0.0311903 | val_loss: 0.0311874 | Time: 2142.58 ms [2022-03-07 11:42:43 main:574] : INFO : Epoch 1809 | loss: 0.0311946 | val_loss: 0.0311873 | Time: 2152.55 ms [2022-03-07 11:42:45 main:574] : INFO : Epoch 1810 | loss: 0.0311934 | val_loss: 0.0311977 | Time: 2155.95 ms [2022-03-07 11:42:47 main:574] : INFO : Epoch 1811 | loss: 0.031192 | val_loss: 0.0311868 | Time: 2156.38 ms [2022-03-07 11:42:49 main:574] : INFO : Epoch 1812 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 2152.23 ms [2022-03-07 11:42:51 main:574] : INFO : Epoch 1813 | loss: 0.031193 | val_loss: 0.0311888 | Time: 2157.08 ms [2022-03-07 11:42:53 main:574] : INFO : Epoch 1814 | loss: 0.0311895 | val_loss: 0.0311872 | Time: 2152.6 ms [2022-03-07 11:42:56 main:574] : INFO : Epoch 1815 | loss: 0.0311891 | val_loss: 0.0311852 | Time: 2151.57 ms [2022-03-07 11:42:58 main:574] : INFO : Epoch 1816 | loss: 0.0311885 | val_loss: 0.0311855 | Time: 2147.34 ms [2022-03-07 11:43:00 main:574] : INFO : Epoch 1817 | loss: 0.0311882 | val_loss: 0.0311852 | Time: 2131.4 ms [2022-03-07 11:43:02 main:574] : INFO : Epoch 1818 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 2142.39 ms [2022-03-07 11:43:04 main:574] : INFO : Epoch 1819 | loss: 0.0311899 | val_loss: 0.0311856 | Time: 2148.34 ms [2022-03-07 11:43:06 main:574] : INFO : Epoch 1820 | loss: 0.0311879 | val_loss: 0.0311849 | Time: 2157.91 ms [2022-03-07 11:43:08 main:574] : INFO : Epoch 1821 | loss: 0.0311911 | val_loss: 0.031188 | Time: 2151.56 ms [2022-03-07 11:43:11 main:574] : INFO : Epoch 1822 | loss: 0.031189 | val_loss: 0.0311849 | Time: 2155.8 ms [2022-03-07 11:43:13 main:574] : INFO : Epoch 1823 | loss: 0.0311877 | val_loss: 0.0311885 | Time: 2154.79 ms [2022-03-07 11:43:15 main:574] : INFO : Epoch 1824 | loss: 0.031188 | val_loss: 0.0311859 | Time: 2150.36 ms [2022-03-07 11:43:17 main:574] : INFO : Epoch 1825 | loss: 0.0311867 | val_loss: 0.0311847 | Time: 2144.74 ms [2022-03-07 11:43:19 main:574] : INFO : Epoch 1826 | loss: 0.0311876 | val_loss: 0.0311864 | Time: 2139.88 ms [2022-03-07 11:43:21 main:574] : INFO : Epoch 1827 | loss: 0.0311874 | val_loss: 0.0311893 | Time: 2138.42 ms [2022-03-07 11:43:24 main:574] : INFO : Epoch 1828 | loss: 0.0311889 | val_loss: 0.0311873 | Time: 2150.53 ms [2022-03-07 11:43:26 main:574] : INFO : Epoch 1829 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 2157.34 ms [2022-03-07 11:43:28 main:574] : INFO : Epoch 1830 | loss: 0.0311864 | val_loss: 0.031185 | Time: 2158.62 ms [2022-03-07 11:43:30 main:574] : INFO : Epoch 1831 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 2155.56 ms [2022-03-07 11:43:32 main:574] : INFO : Epoch 1832 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 2154.37 ms [2022-03-07 11:43:34 main:574] : INFO : Epoch 1833 | loss: 0.0311889 | val_loss: 0.0311852 | Time: 2159.43 ms [2022-03-07 11:43:36 main:574] : INFO : Epoch 1834 | loss: 0.0311881 | val_loss: 0.031207 | Time: 2149.86 ms [2022-03-07 11:43:39 main:574] : INFO : Epoch 1835 | loss: 0.0311942 | val_loss: 0.0311895 | Time: 2144.63 ms [2022-03-07 11:43:41 main:574] : INFO : Epoch 1836 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 2147.75 ms [2022-03-07 11:43:43 main:574] : INFO : Epoch 1837 | loss: 0.0311906 | val_loss: 0.0311926 | Time: 2142.54 ms [2022-03-07 11:43:45 main:574] : INFO : Epoch 1838 | loss: 0.0311874 | val_loss: 0.0311851 | Time: 2142.74 ms [2022-03-07 11:43:47 main:574] : INFO : Epoch 1839 | loss: 0.0311865 | val_loss: 0.0311848 | Time: 2146.35 ms [2022-03-07 11:43:49 main:574] : INFO : Epoch 1840 | loss: 0.0311862 | val_loss: 0.0311862 | Time: 2152.03 ms [2022-03-07 11:43:51 main:574] : INFO : Epoch 1841 | loss: 0.0311892 | val_loss: 0.0311925 | Time: 2153.61 ms [2022-03-07 11:43:54 main:574] : INFO : Epoch 1842 | loss: 0.0311886 | val_loss: 0.0311884 | Time: 2160.36 ms [2022-03-07 11:43:56 main:574] : INFO : Epoch 1843 | loss: 0.031187 | val_loss: 0.0311852 | Time: 2158.76 ms [2022-03-07 11:43:58 main:574] : INFO : Epoch 1844 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 2159.48 ms [2022-03-07 11:44:00 main:574] : INFO : Epoch 1845 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 2154.03 ms [2022-03-07 11:44:02 main:574] : INFO : Epoch 1846 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 2151.74 ms [2022-03-07 11:44:04 main:574] : INFO : Epoch 1847 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 2156.6 ms [2022-03-07 11:44:07 main:574] : INFO : Epoch 1848 | loss: 0.0311889 | val_loss: 0.0311856 | Time: 2156.9 ms [2022-03-07 11:44:09 main:574] : INFO : Epoch 1849 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 2156.7 ms [2022-03-07 11:44:11 main:574] : INFO : Epoch 1850 | loss: 0.0311862 | val_loss: 0.0311887 | Time: 2160.47 ms [2022-03-07 11:44:13 main:574] : INFO : Epoch 1851 | loss: 0.0311877 | val_loss: 0.0311877 | Time: 2145.39 ms [2022-03-07 11:44:15 main:574] : INFO : Epoch 1852 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2134.36 ms [2022-03-07 11:44:17 main:574] : INFO : Epoch 1853 | loss: 0.0311869 | val_loss: 0.0311872 | Time: 2136.98 ms [2022-03-07 11:44:19 main:574] : INFO : Epoch 1854 | loss: 0.0311857 | val_loss: 0.031186 | Time: 2143.53 ms [2022-03-07 11:44:22 main:574] : INFO : Epoch 1855 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 2157.78 ms [2022-03-07 11:44:24 main:574] : INFO : Epoch 1856 | loss: 0.031188 | val_loss: 0.0311846 | Time: 2153.19 ms [2022-03-07 11:44:26 main:574] : INFO : Epoch 1857 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 2154.36 ms [2022-03-07 11:44:28 main:574] : INFO : Epoch 1858 | loss: 0.031185 | val_loss: 0.031184 | Time: 2154.82 ms [2022-03-07 11:44:30 main:574] : INFO : Epoch 1859 | loss: 0.0311869 | val_loss: 0.0311989 | Time: 2149.67 ms [2022-03-07 11:44:32 main:574] : INFO : Epoch 1860 | loss: 0.0311986 | val_loss: 0.031201 | Time: 2150.46 ms [2022-03-07 11:44:35 main:574] : INFO : Epoch 1861 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 2147.77 ms [2022-03-07 11:44:37 main:574] : INFO : Epoch 1862 | loss: 0.031188 | val_loss: 0.031185 | Time: 2135.59 ms [2022-03-07 11:44:39 main:574] : INFO : Epoch 1863 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 2140.05 ms [2022-03-07 11:44:41 main:574] : INFO : Epoch 1864 | loss: 0.0311872 | val_loss: 0.0311841 | Time: 2146.34 ms [2022-03-07 11:44:43 main:574] : INFO : Epoch 1865 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 2148.31 ms [2022-03-07 11:44:45 main:574] : INFO : Epoch 1866 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 2144.38 ms [2022-03-07 11:44:47 main:574] : INFO : Epoch 1867 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2146.24 ms [2022-03-07 11:44:50 main:574] : INFO : Epoch 1868 | loss: 0.031184 | val_loss: 0.0311849 | Time: 2139.95 ms [2022-03-07 11:44:52 main:574] : INFO : Epoch 1869 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 2134.68 ms [2022-03-07 11:44:54 main:574] : INFO : Epoch 1870 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 2141.3 ms [2022-03-07 11:44:56 main:574] : INFO : Epoch 1871 | loss: 0.0311823 | val_loss: 0.031184 | Time: 2152.21 ms [2022-03-07 11:44:58 main:574] : INFO : Epoch 1872 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 2159.53 ms [2022-03-07 11:45:00 main:574] : INFO : Epoch 1873 | loss: 0.031183 | val_loss: 0.031184 | Time: 2154.88 ms [2022-03-07 11:45:02 main:574] : INFO : Epoch 1874 | loss: 0.031183 | val_loss: 0.0311852 | Time: 2150.57 ms [2022-03-07 11:45:05 main:574] : INFO : Epoch 1875 | loss: 0.031184 | val_loss: 0.0311907 | Time: 2155.79 ms [2022-03-07 11:45:07 main:574] : INFO : Epoch 1876 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 2152.25 ms [2022-03-07 11:45:09 main:574] : INFO : Epoch 1877 | loss: 0.0311849 | val_loss: 0.0311853 | Time: 2158.55 ms [2022-03-07 11:45:11 main:574] : INFO : Epoch 1878 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 2147.29 ms [2022-03-07 11:45:13 main:574] : INFO : Epoch 1879 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 2137.21 ms [2022-03-07 11:45:15 main:574] : INFO : Epoch 1880 | loss: 0.031188 | val_loss: 0.0311848 | Time: 2135.97 ms [2022-03-07 11:45:18 main:574] : INFO : Epoch 1881 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 2147.32 ms [2022-03-07 11:45:20 main:574] : INFO : Epoch 1882 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 2154.84 ms [2022-03-07 11:45:22 main:574] : INFO : Epoch 1883 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 2151.54 ms [2022-03-07 11:45:24 main:574] : INFO : Epoch 1884 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 2153.12 ms [2022-03-07 11:45:26 main:574] : INFO : Epoch 1885 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 2155.96 ms [2022-03-07 11:45:28 main:574] : INFO : Epoch 1886 | loss: 0.031183 | val_loss: 0.0311858 | Time: 2153.91 ms [2022-03-07 11:45:30 main:574] : INFO : Epoch 1887 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 2149.41 ms [2022-03-07 11:45:33 main:574] : INFO : Epoch 1888 | loss: 0.0311815 | val_loss: 0.0311859 | Time: 2146.44 ms [2022-03-07 11:45:35 main:574] : INFO : Epoch 1889 | loss: 0.0311824 | val_loss: 0.0311881 | Time: 2144.38 ms [2022-03-07 11:45:37 main:574] : INFO : Epoch 1890 | loss: 0.0311851 | val_loss: 0.0311883 | Time: 2138.96 ms [2022-03-07 11:45:39 main:574] : INFO : Epoch 1891 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 2145.62 ms [2022-03-07 11:45:41 main:574] : INFO : Epoch 1892 | loss: 0.0311868 | val_loss: 0.0311983 | Time: 2152.97 ms [2022-03-07 11:45:43 main:574] : INFO : Epoch 1893 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 2153.94 ms [2022-03-07 11:45:46 main:574] : INFO : Epoch 1894 | loss: 0.0311824 | val_loss: 0.031185 | Time: 2156.36 ms [2022-03-07 11:45:48 main:574] : INFO : Epoch 1895 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 2159.18 ms [2022-03-07 11:45:50 main:574] : INFO : Epoch 1896 | loss: 0.0311879 | val_loss: 0.0311851 | Time: 2161.55 ms [2022-03-07 11:45:52 main:574] : INFO : Epoch 1897 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 2162.56 ms [2022-03-07 11:45:54 main:574] : INFO : Epoch 1898 | loss: 0.031182 | val_loss: 0.0311848 | Time: 2161.33 ms [2022-03-07 11:45:56 main:574] : INFO : Epoch 1899 | loss: 0.0311804 | val_loss: 0.0311874 | Time: 2153.3 ms [2022-03-07 11:45:58 main:574] : INFO : Epoch 1900 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 2160.59 ms [2022-03-07 11:46:01 main:574] : INFO : Epoch 1901 | loss: 0.0311804 | val_loss: 0.0311878 | Time: 2158.58 ms [2022-03-07 11:46:03 main:574] : INFO : Epoch 1902 | loss: 0.0311824 | val_loss: 0.0311899 | Time: 2163.98 ms [2022-03-07 11:46:05 main:574] : INFO : Epoch 1903 | loss: 0.0311839 | val_loss: 0.0311867 | Time: 2160.01 ms [2022-03-07 11:46:07 main:574] : INFO : Epoch 1904 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 2155.97 ms [2022-03-07 11:46:09 main:574] : INFO : Epoch 1905 | loss: 0.0311802 | val_loss: 0.031186 | Time: 2159.41 ms [2022-03-07 11:46:11 main:574] : INFO : Epoch 1906 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 2158.43 ms [2022-03-07 11:46:14 main:574] : INFO : Epoch 1907 | loss: 0.0311814 | val_loss: 0.0311966 | Time: 2162.45 ms [2022-03-07 11:46:16 main:574] : INFO : Epoch 1908 | loss: 0.0311829 | val_loss: 0.0311897 | Time: 2158.79 ms [2022-03-07 11:46:18 main:574] : INFO : Epoch 1909 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 2162 ms [2022-03-07 11:46:20 main:574] : INFO : Epoch 1910 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 2164.53 ms [2022-03-07 11:46:22 main:574] : INFO : Epoch 1911 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 2157.44 ms [2022-03-07 11:46:24 main:574] : INFO : Epoch 1912 | loss: 0.03118 | val_loss: 0.0311893 | Time: 2154.14 ms [2022-03-07 11:46:27 main:574] : INFO : Epoch 1913 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 2157.15 ms [2022-03-07 11:46:29 main:574] : INFO : Epoch 1914 | loss: 0.0311794 | val_loss: 0.031185 | Time: 2156.61 ms [2022-03-07 11:46:31 main:574] : INFO : Epoch 1915 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 2154.05 ms [2022-03-07 11:46:33 main:574] : INFO : Epoch 1916 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 2150.96 ms [2022-03-07 11:46:35 main:574] : INFO : Epoch 1917 | loss: 0.0311828 | val_loss: 0.0311952 | Time: 2138.35 ms [2022-03-07 11:46:37 main:574] : INFO : Epoch 1918 | loss: 0.0311867 | val_loss: 0.0311851 | Time: 2134.99 ms [2022-03-07 11:46:39 main:574] : INFO : Epoch 1919 | loss: 0.031185 | val_loss: 0.0311908 | Time: 2147 ms [2022-03-07 11:46:42 main:574] : INFO : Epoch 1920 | loss: 0.0311818 | val_loss: 0.0311878 | Time: 2150.33 ms [2022-03-07 11:46:44 main:574] : INFO : Epoch 1921 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 2156.78 ms [2022-03-07 11:46:46 main:574] : INFO : Epoch 1922 | loss: 0.0311801 | val_loss: 0.0311854 | Time: 2163.03 ms [2022-03-07 11:46:48 main:574] : INFO : Epoch 1923 | loss: 0.0311767 | val_loss: 0.031184 | Time: 2155.8 ms [2022-03-07 11:46:50 main:574] : INFO : Epoch 1924 | loss: 0.0311764 | val_loss: 0.031182 | Time: 2159.45 ms [2022-03-07 11:46:52 main:574] : INFO : Epoch 1925 | loss: 0.031178 | val_loss: 0.0311856 | Time: 2163.63 ms [2022-03-07 11:46:55 main:574] : INFO : Epoch 1926 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 2153.03 ms [2022-03-07 11:46:57 main:574] : INFO : Epoch 1927 | loss: 0.0311763 | val_loss: 0.0311871 | Time: 2156.65 ms [2022-03-07 11:46:59 main:574] : INFO : Epoch 1928 | loss: 0.0311775 | val_loss: 0.031182 | Time: 2158.74 ms [2022-03-07 11:47:01 main:574] : INFO : Epoch 1929 | loss: 0.0311772 | val_loss: 0.031188 | Time: 2152.48 ms [2022-03-07 11:47:03 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 2158.59 ms [2022-03-07 11:47:05 main:574] : INFO : Epoch 1931 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 2159.16 ms [2022-03-07 11:47:08 main:574] : INFO : Epoch 1932 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 2150.02 ms [2022-03-07 11:47:10 main:574] : INFO : Epoch 1933 | loss: 0.03118 | val_loss: 0.0311836 | Time: 2152.44 ms [2022-03-07 11:47:12 main:574] : INFO : Epoch 1934 | loss: 0.0311788 | val_loss: 0.0311944 | Time: 2143.77 ms [2022-03-07 11:47:14 main:574] : INFO : Epoch 1935 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2139.62 ms [2022-03-07 11:47:16 main:574] : INFO : Epoch 1936 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 2138.27 ms [2022-03-07 11:47:18 main:574] : INFO : Epoch 1937 | loss: 0.0311834 | val_loss: 0.0311962 | Time: 2146.58 ms [2022-03-07 11:47:20 main:574] : INFO : Epoch 1938 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2154.66 ms [2022-03-07 11:47:23 main:574] : INFO : Epoch 1939 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 2157.06 ms [2022-03-07 11:47:25 main:574] : INFO : Epoch 1940 | loss: 0.0311746 | val_loss: 0.031182 | Time: 2151.14 ms [2022-03-07 11:47:27 main:574] : INFO : Epoch 1941 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 2156.54 ms [2022-03-07 11:47:29 main:574] : INFO : Epoch 1942 | loss: 0.0311751 | val_loss: 0.031187 | Time: 2164.61 ms [2022-03-07 11:47:31 main:574] : INFO : Epoch 1943 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 2145.95 ms [2022-03-07 11:47:33 main:574] : INFO : Epoch 1944 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 2144.09 ms [2022-03-07 11:47:36 main:574] : INFO : Epoch 1945 | loss: 0.0311747 | val_loss: 0.0311864 | Time: 2145.18 ms [2022-03-07 11:47:38 main:574] : INFO : Epoch 1946 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 2142.77 ms [2022-03-07 11:47:40 main:574] : INFO : Epoch 1947 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 2152.57 ms [2022-03-07 11:47:42 main:574] : INFO : Epoch 1948 | loss: 0.0311738 | val_loss: 0.031181 | Time: 2155.32 ms [2022-03-07 11:47:44 main:574] : INFO : Epoch 1949 | loss: 0.0311727 | val_loss: 0.031183 | Time: 2160.52 ms [2022-03-07 11:47:46 main:574] : INFO : Epoch 1950 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 2151.41 ms [2022-03-07 11:47:48 main:574] : INFO : Epoch 1951 | loss: 0.0311721 | val_loss: 0.0311819 | Time: 2160.08 ms [2022-03-07 11:47:51 main:574] : INFO : Epoch 1952 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 2160.22 ms [2022-03-07 11:47:53 main:574] : INFO : Epoch 1953 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 2154.94 ms [2022-03-07 11:47:55 main:574] : INFO : Epoch 1954 | loss: 0.0311731 | val_loss: 0.0311845 | Time: 2157.23 ms [2022-03-07 11:47:57 main:574] : INFO : Epoch 1955 | loss: 0.0311741 | val_loss: 0.031181 | Time: 2160.39 ms [2022-03-07 11:47:59 main:574] : INFO : Epoch 1956 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 2151.89 ms [2022-03-07 11:48:01 main:574] : INFO : Epoch 1957 | loss: 0.0311712 | val_loss: 0.0311926 | Time: 2145.24 ms [2022-03-07 11:48:04 main:574] : INFO : Epoch 1958 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 2144.68 ms [2022-03-07 11:48:06 main:574] : INFO : Epoch 1959 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 2134.84 ms [2022-03-07 11:48:08 main:574] : INFO : Epoch 1960 | loss: 0.031171 | val_loss: 0.0311824 | Time: 2139.26 ms [2022-03-07 11:48:10 main:574] : INFO : Epoch 1961 | loss: 0.031172 | val_loss: 0.0311801 | Time: 2152.63 ms [2022-03-07 11:48:12 main:574] : INFO : Epoch 1962 | loss: 0.0311728 | val_loss: 0.0311869 | Time: 2154.25 ms [2022-03-07 11:48:14 main:574] : INFO : Epoch 1963 | loss: 0.031177 | val_loss: 0.0311837 | Time: 2150.44 ms [2022-03-07 11:48:16 main:574] : INFO : Epoch 1964 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 2156.79 ms [2022-03-07 11:48:19 main:574] : INFO : Epoch 1965 | loss: 0.031171 | val_loss: 0.031181 | Time: 2150.78 ms [2022-03-07 11:48:21 main:574] : INFO : Epoch 1966 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 2151.49 ms [2022-03-07 11:48:23 main:574] : INFO : Epoch 1967 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 2149.65 ms [2022-03-07 11:48:25 main:574] : INFO : Epoch 1968 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 2141.93 ms [2022-03-07 11:48:27 main:574] : INFO : Epoch 1969 | loss: 0.031173 | val_loss: 0.0311954 | Time: 2138.82 ms [2022-03-07 11:48:29 main:574] : INFO : Epoch 1970 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 2142.83 ms [2022-03-07 11:48:31 main:574] : INFO : Epoch 1971 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 2150.28 ms [2022-03-07 11:48:34 main:574] : INFO : Epoch 1972 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 2149.49 ms [2022-03-07 11:48:36 main:574] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.0311837 | Time: 2139.66 ms [2022-03-07 11:48:38 main:574] : INFO : Epoch 1974 | loss: 0.031173 | val_loss: 0.0311863 | Time: 2145.4 ms [2022-03-07 11:48:40 main:574] : INFO : Epoch 1975 | loss: 0.0311699 | val_loss: 0.0311811 | Time: 2142.15 ms [2022-03-07 11:48:42 main:574] : INFO : Epoch 1976 | loss: 0.0311696 | val_loss: 0.03118 | Time: 2148.46 ms [2022-03-07 11:48:44 main:574] : INFO : Epoch 1977 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 2148.49 ms [2022-03-07 11:48:47 main:574] : INFO : Epoch 1978 | loss: 0.031172 | val_loss: 0.0311803 | Time: 2151.27 ms [2022-03-07 11:48:49 main:574] : INFO : Epoch 1979 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 2145.47 ms [2022-03-07 11:48:51 main:574] : INFO : Epoch 1980 | loss: 0.0311727 | val_loss: 0.0311856 | Time: 2141.12 ms [2022-03-07 11:48:53 main:574] : INFO : Epoch 1981 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 2131.63 ms [2022-03-07 11:48:55 main:574] : INFO : Epoch 1982 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 2144.58 ms [2022-03-07 11:48:57 main:574] : INFO : Epoch 1983 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 2148.92 ms [2022-03-07 11:48:59 main:574] : INFO : Epoch 1984 | loss: 0.0311762 | val_loss: 0.03118 | Time: 2161.86 ms [2022-03-07 11:49:02 main:574] : INFO : Epoch 1985 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 2155.78 ms [2022-03-07 11:49:04 main:574] : INFO : Epoch 1986 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 2155.64 ms [2022-03-07 11:49:06 main:574] : INFO : Epoch 1987 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 2151.41 ms [2022-03-07 11:49:08 main:574] : INFO : Epoch 1988 | loss: 0.0311717 | val_loss: 0.031184 | Time: 2158.55 ms [2022-03-07 11:49:10 main:574] : INFO : Epoch 1989 | loss: 0.0311721 | val_loss: 0.031181 | Time: 2157.71 ms [2022-03-07 11:49:12 main:574] : INFO : Epoch 1990 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 2152.27 ms [2022-03-07 11:49:15 main:574] : INFO : Epoch 1991 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2144.46 ms [2022-03-07 11:49:17 main:574] : INFO : Epoch 1992 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 2139.66 ms [2022-03-07 11:49:19 main:574] : INFO : Epoch 1993 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 2139.54 ms [2022-03-07 11:49:21 main:574] : INFO : Epoch 1994 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2149.83 ms [2022-03-07 11:49:23 main:574] : INFO : Epoch 1995 | loss: 0.0311713 | val_loss: 0.0311871 | Time: 2150.06 ms [2022-03-07 11:49:25 main:574] : INFO : Epoch 1996 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 2155.01 ms [2022-03-07 11:49:27 main:574] : INFO : Epoch 1997 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 2155.51 ms [2022-03-07 11:49:30 main:574] : INFO : Epoch 1998 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 2156.8 ms [2022-03-07 11:49:32 main:574] : INFO : Epoch 1999 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 2142.01 ms [2022-03-07 11:49:34 main:574] : INFO : Epoch 2000 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 2149.4 ms [2022-03-07 11:49:36 main:574] : INFO : Epoch 2001 | loss: 0.0311702 | val_loss: 0.0311823 | Time: 2146.72 ms [2022-03-07 11:49:38 main:574] : INFO : Epoch 2002 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 2140.63 ms [2022-03-07 11:49:40 main:574] : INFO : Epoch 2003 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 2141.84 ms [2022-03-07 11:49:42 main:574] : INFO : Epoch 2004 | loss: 0.031171 | val_loss: 0.0311801 | Time: 2148.88 ms [2022-03-07 11:49:45 main:574] : INFO : Epoch 2005 | loss: 0.0311698 | val_loss: 0.0311799 | Time: 2153.91 ms [2022-03-07 11:49:47 main:574] : INFO : Epoch 2006 | loss: 0.0311711 | val_loss: 0.0311825 | Time: 2154.32 ms [2022-03-07 11:49:49 main:574] : INFO : Epoch 2007 | loss: 0.0311709 | val_loss: 0.0311807 | Time: 2159.47 ms [2022-03-07 11:49:51 main:574] : INFO : Epoch 2008 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 2158.67 ms [2022-03-07 11:49:53 main:574] : INFO : Epoch 2009 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 2160.82 ms [2022-03-07 11:49:55 main:574] : INFO : Epoch 2010 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 2153.56 ms [2022-03-07 11:49:58 main:574] : INFO : Epoch 2011 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 2155.67 ms [2022-03-07 11:50:00 main:574] : INFO : Epoch 2012 | loss: 0.0311726 | val_loss: 0.031184 | Time: 2161.18 ms [2022-03-07 11:50:02 main:574] : INFO : Epoch 2013 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 2153.5 ms [2022-03-07 11:50:04 main:574] : INFO : Epoch 2014 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 2151.58 ms [2022-03-07 11:50:06 main:574] : INFO : Epoch 2015 | loss: 0.0311715 | val_loss: 0.0311918 | Time: 2141.51 ms [2022-03-07 11:50:08 main:574] : INFO : Epoch 2016 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 2134.7 ms [2022-03-07 11:50:10 main:574] : INFO : Epoch 2017 | loss: 0.0311689 | val_loss: 0.0311799 | Time: 2144.69 ms [2022-03-07 11:50:13 main:574] : INFO : Epoch 2018 | loss: 0.03117 | val_loss: 0.0311797 | Time: 2145.21 ms [2022-03-07 11:50:15 main:574] : INFO : Epoch 2019 | loss: 0.0311685 | val_loss: 0.0311796 | Time: 2154.45 ms [2022-03-07 11:50:17 main:574] : INFO : Epoch 2020 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 2152.8 ms [2022-03-07 11:50:19 main:574] : INFO : Epoch 2021 | loss: 0.0311681 | val_loss: 0.0311834 | Time: 2158.34 ms [2022-03-07 11:50:21 main:574] : INFO : Epoch 2022 | loss: 0.0311685 | val_loss: 0.0311801 | Time: 2150.14 ms [2022-03-07 11:50:23 main:574] : INFO : Epoch 2023 | loss: 0.0311677 | val_loss: 0.0311811 | Time: 2151.38 ms [2022-03-07 11:50:26 main:574] : INFO : Epoch 2024 | loss: 0.0311691 | val_loss: 0.0311798 | Time: 2145.16 ms [2022-03-07 11:50:28 main:574] : INFO : Epoch 2025 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 2139.34 ms [2022-03-07 11:50:30 main:574] : INFO : Epoch 2026 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 2140.99 ms [2022-03-07 11:50:32 main:574] : INFO : Epoch 2027 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 2151.07 ms [2022-03-07 11:50:34 main:574] : INFO : Epoch 2028 | loss: 0.0311675 | val_loss: 0.031187 | Time: 2144.16 ms [2022-03-07 11:50:36 main:574] : INFO : Epoch 2029 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 2152.08 ms [2022-03-07 11:50:38 main:574] : INFO : Epoch 2030 | loss: 0.0311698 | val_loss: 0.0311829 | Time: 2159.15 ms [2022-03-07 11:50:41 main:574] : INFO : Epoch 2031 | loss: 0.0311681 | val_loss: 0.031181 | Time: 2150.07 ms [2022-03-07 11:50:43 main:574] : INFO : Epoch 2032 | loss: 0.0311668 | val_loss: 0.0311814 | Time: 2148.79 ms [2022-03-07 11:50:45 main:574] : INFO : Epoch 2033 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 2141.5 ms [2022-03-07 11:50:47 main:574] : INFO : Epoch 2034 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 2137.32 ms [2022-03-07 11:50:49 main:574] : INFO : Epoch 2035 | loss: 0.0311678 | val_loss: 0.0311811 | Time: 2144.04 ms [2022-03-07 11:50:51 main:574] : INFO : Epoch 2036 | loss: 0.0311672 | val_loss: 0.0311809 | Time: 2145.85 ms [2022-03-07 11:50:53 main:574] : INFO : Epoch 2037 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 2153.01 ms [2022-03-07 11:50:56 main:574] : INFO : Epoch 2038 | loss: 0.0311689 | val_loss: 0.0311805 | Time: 2159.5 ms [2022-03-07 11:50:58 main:574] : INFO : Epoch 2039 | loss: 0.0311666 | val_loss: 0.0311811 | Time: 2149.81 ms [2022-03-07 11:51:00 main:574] : INFO : Epoch 2040 | loss: 0.031172 | val_loss: 0.0311811 | Time: 2153.84 ms [2022-03-07 11:51:02 main:574] : INFO : Epoch 2041 | loss: 0.0311691 | val_loss: 0.031191 | Time: 2147.51 ms [2022-03-07 11:51:04 main:574] : INFO : Epoch 2042 | loss: 0.031176 | val_loss: 0.0311909 | Time: 2144.59 ms [2022-03-07 11:51:06 main:574] : INFO : Epoch 2043 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 2140.81 ms [2022-03-07 11:51:09 main:574] : INFO : Epoch 2044 | loss: 0.0311695 | val_loss: 0.0311791 | Time: 2140.05 ms [2022-03-07 11:51:11 main:574] : INFO : Epoch 2045 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 2141.73 ms [2022-03-07 11:51:13 main:574] : INFO : Epoch 2046 | loss: 0.0311683 | val_loss: 0.0311829 | Time: 2153.21 ms [2022-03-07 11:51:15 main:574] : INFO : Epoch 2047 | loss: 0.031169 | val_loss: 0.0311812 | Time: 2158.27 ms [2022-03-07 11:51:17 main:574] : INFO : Epoch 2048 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 2152.87 ms [2022-03-07 11:51:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311802 [2022-03-07 11:51:17 main:603] : INFO : Saving end state to config to file [2022-03-07 11:51:17 main:608] : INFO : Success, exiting.. 11:51:17 (10124): 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)