Task 10870332
| Name | ParityModified-1639956558-17710-2-0_0 |
| Workunit | 8175285 |
| Created | 18 Jan 2022, 11:21:57 UTC |
| Sent | 5 Feb 2022, 2:43:12 UTC |
| Report deadline | 13 Feb 2022, 2:43:12 UTC |
| Received | 5 Feb 2022, 21:46:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 3 hours 10 min 33 sec |
| CPU time | 2 hours 57 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 02-05 15:01:15 main:574] : INFO : Epoch 1542 | loss: 0.0311712 | val_loss: 0.031175 | Time: 5326.25 ms [2022-02-05 15:01:20 main:574] : INFO : Epoch 1543 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 5362.8 ms [2022-02-05 15:01:26 main:574] : INFO : Epoch 1544 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 5362.33 ms [2022-02-05 15:01:31 main:574] : INFO : Epoch 1545 | loss: 0.0311912 | val_loss: 0.0311884 | Time: 5290.72 ms [2022-02-05 15:01:36 main:574] : INFO : Epoch 1546 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 5317.38 ms [2022-02-05 15:01:42 main:574] : INFO : Epoch 1547 | loss: 0.0311889 | val_loss: 0.0311859 | Time: 5313.43 ms [2022-02-05 15:01:47 main:574] : INFO : Epoch 1548 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 5308.87 ms [2022-02-05 15:01:52 main:574] : INFO : Epoch 1549 | loss: 0.0311794 | val_loss: 0.0311851 | Time: 5325.39 ms [2022-02-05 15:01:58 main:574] : INFO : Epoch 1550 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 5316.85 ms [2022-02-05 15:02:03 main:574] : INFO : Epoch 1551 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 5352.84 ms [2022-02-05 15:02:08 main:574] : INFO : Epoch 1552 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 5337.77 ms [2022-02-05 15:02:14 main:574] : INFO : Epoch 1553 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 5305.92 ms [2022-02-05 15:02:19 main:574] : INFO : Epoch 1554 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 5349.85 ms [2022-02-05 15:02:24 main:574] : INFO : Epoch 1555 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 5340.75 ms [2022-02-05 15:02:30 main:574] : INFO : Epoch 1556 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 5350.92 ms [2022-02-05 15:02:35 main:574] : INFO : Epoch 1557 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 5362.22 ms [2022-02-05 15:02:40 main:574] : INFO : Epoch 1558 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 5316.3 ms [2022-02-05 15:02:46 main:574] : INFO : Epoch 1559 | loss: 0.031175 | val_loss: 0.0311751 | Time: 5325.87 ms [2022-02-05 15:02:51 main:574] : INFO : Epoch 1560 | loss: 0.0311757 | val_loss: 0.031175 | Time: 5335.18 ms [2022-02-05 15:02:56 main:574] : INFO : Epoch 1561 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 5361.19 ms [2022-02-05 15:03:02 main:574] : INFO : Epoch 1562 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 5390.85 ms [2022-02-05 15:03:07 main:574] : INFO : Epoch 1563 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 5327.83 ms [2022-02-05 15:03:13 main:574] : INFO : Epoch 1564 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 5339.96 ms [2022-02-05 15:03:18 main:574] : INFO : Epoch 1565 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 5400.4 ms [2022-02-05 15:03:23 main:574] : INFO : Epoch 1566 | loss: 0.0311676 | val_loss: 0.0311713 | Time: 5330.77 ms [2022-02-05 15:03:29 main:574] : INFO : Epoch 1567 | loss: 0.031168 | val_loss: 0.0311754 | Time: 5346.2 ms [2022-02-05 15:03:34 main:574] : INFO : Epoch 1568 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 5338.12 ms [2022-02-05 15:03:39 main:574] : INFO : Epoch 1569 | loss: 0.031172 | val_loss: 0.0311743 | Time: 5366.69 ms [2022-02-05 15:03:45 main:574] : INFO : Epoch 1570 | loss: 0.031177 | val_loss: 0.0311809 | Time: 5301.04 ms [2022-02-05 15:03:50 main:574] : INFO : Epoch 1571 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 5382.87 ms [2022-02-05 15:03:55 main:574] : INFO : Epoch 1572 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 5354.77 ms [2022-02-05 15:04:01 main:574] : INFO : Epoch 1573 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 5310.95 ms [2022-02-05 15:04:06 main:574] : INFO : Epoch 1574 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 5350.98 ms [2022-02-05 15:04:12 main:574] : INFO : Epoch 1575 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 5351.97 ms [2022-02-05 15:04:17 main:574] : INFO : Epoch 1576 | loss: 0.031171 | val_loss: 0.0311794 | Time: 5387.59 ms [2022-02-05 15:04:22 main:574] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 5364.01 ms [2022-02-05 15:04:28 main:574] : INFO : Epoch 1578 | loss: 0.0311778 | val_loss: 0.0311866 | Time: 5321.44 ms [2022-02-05 15:04:33 main:574] : INFO : Epoch 1579 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 5312.19 ms [2022-02-05 15:04:38 main:574] : INFO : Epoch 1580 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 5350.35 ms [2022-02-05 15:04:44 main:574] : INFO : Epoch 1581 | loss: 0.0311715 | val_loss: 0.031175 | Time: 5312.28 ms [2022-02-05 15:04:49 main:574] : INFO : Epoch 1582 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 5343.45 ms [2022-02-05 15:04:54 main:574] : INFO : Epoch 1583 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 5373.47 ms [2022-02-05 15:05:00 main:574] : INFO : Epoch 1584 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 5294.59 ms [2022-02-05 15:05:05 main:574] : INFO : Epoch 1585 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 5329.62 ms [2022-02-05 15:05:10 main:574] : INFO : Epoch 1586 | loss: 0.0311727 | val_loss: 0.0311849 | Time: 5339.63 ms [2022-02-05 15:05:16 main:574] : INFO : Epoch 1587 | loss: 0.0311721 | val_loss: 0.031176 | Time: 5369.17 ms [2022-02-05 15:05:21 main:574] : INFO : Epoch 1588 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 5333.34 ms [2022-02-05 15:05:26 main:574] : INFO : Epoch 1589 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 5327.95 ms [2022-02-05 15:05:32 main:574] : INFO : Epoch 1590 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 5321.46 ms [2022-02-05 15:05:37 main:574] : INFO : Epoch 1591 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 5322.61 ms [2022-02-05 15:05:42 main:574] : INFO : Epoch 1592 | loss: 0.0311685 | val_loss: 0.0311851 | Time: 5342.79 ms [2022-02-05 15:05:48 main:574] : INFO : Epoch 1593 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 5316.19 ms [2022-02-05 15:05:53 main:574] : INFO : Epoch 1594 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 5307.17 ms [2022-02-05 15:05:58 main:574] : INFO : Epoch 1595 | loss: 0.0311655 | val_loss: 0.0311756 | Time: 5343.34 ms [2022-02-05 15:06:04 main:574] : INFO : Epoch 1596 | loss: 0.0311678 | val_loss: 0.031185 | Time: 5311.6 ms [2022-02-05 15:06:09 main:574] : INFO : Epoch 1597 | loss: 0.0311664 | val_loss: 0.0311771 | Time: 5362.92 ms [2022-02-05 15:06:15 main:574] : INFO : Epoch 1598 | loss: 0.0311665 | val_loss: 0.031183 | Time: 5338.95 ms [2022-02-05 15:06:20 main:574] : INFO : Epoch 1599 | loss: 0.0311668 | val_loss: 0.0311778 | Time: 5303.85 ms [2022-02-05 15:06:25 main:574] : INFO : Epoch 1600 | loss: 0.031168 | val_loss: 0.0311788 | Time: 5353.43 ms [2022-02-05 15:06:31 main:574] : INFO : Epoch 1601 | loss: 0.0311726 | val_loss: 0.0311835 | Time: 5387.94 ms [2022-02-05 15:06:36 main:574] : INFO : Epoch 1602 | loss: 0.0311729 | val_loss: 0.0311755 | Time: 5322.55 ms [2022-02-05 15:06:41 main:574] : INFO : Epoch 1603 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 5298.04 ms [2022-02-05 15:06:47 main:574] : INFO : Epoch 1604 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 5318.93 ms [2022-02-05 15:06:52 main:574] : INFO : Epoch 1605 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 5300.32 ms [2022-02-05 15:06:57 main:574] : INFO : Epoch 1606 | loss: 0.031176 | val_loss: 0.0311801 | Time: 5310.5 ms [2022-02-05 15:07:03 main:574] : INFO : Epoch 1607 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 5381.72 ms [2022-02-05 15:07:08 main:574] : INFO : Epoch 1608 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 5369.48 ms [2022-02-05 15:07:13 main:574] : INFO : Epoch 1609 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 5327.14 ms [2022-02-05 15:07:19 main:574] : INFO : Epoch 1610 | loss: 0.0311689 | val_loss: 0.0311827 | Time: 5291.19 ms [2022-02-05 15:07:24 main:574] : INFO : Epoch 1611 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 5339.11 ms [2022-02-05 15:07:29 main:574] : INFO : Epoch 1612 | loss: 0.0311768 | val_loss: 0.0311755 | Time: 5389.57 ms [2022-02-05 15:07:35 main:574] : INFO : Epoch 1613 | loss: 0.0311752 | val_loss: 0.0311882 | Time: 5341.46 ms [2022-02-05 15:07:40 main:574] : INFO : Epoch 1614 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 5316.7 ms [2022-02-05 15:07:45 main:574] : INFO : Epoch 1615 | loss: 0.031177 | val_loss: 0.0311829 | Time: 5320.1 ms [2022-02-05 15:07:51 main:574] : INFO : Epoch 1616 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 5358.18 ms [2022-02-05 15:07:56 main:574] : INFO : Epoch 1617 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 5328.19 ms [2022-02-05 15:08:01 main:574] : INFO : Epoch 1618 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 5345.3 ms [2022-02-05 15:08:07 main:574] : INFO : Epoch 1619 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 5310.8 ms [2022-02-05 15:08:12 main:574] : INFO : Epoch 1620 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 5302.23 ms [2022-02-05 15:08:17 main:574] : INFO : Epoch 1621 | loss: 0.0311731 | val_loss: 0.031177 | Time: 5323.81 ms [2022-02-05 15:08:23 main:574] : INFO : Epoch 1622 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 5336.08 ms [2022-02-05 15:08:28 main:574] : INFO : Epoch 1623 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 5420.8 ms [2022-02-05 15:08:34 main:574] : INFO : Epoch 1624 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 5389.25 ms [2022-02-05 15:08:39 main:574] : INFO : Epoch 1625 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 5361.8 ms [2022-02-05 15:08:44 main:574] : INFO : Epoch 1626 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 5313.25 ms [2022-02-05 15:08:50 main:574] : INFO : Epoch 1627 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 5403.22 ms [2022-02-05 15:08:55 main:574] : INFO : Epoch 1628 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 5351.66 ms [2022-02-05 15:09:00 main:574] : INFO : Epoch 1629 | loss: 0.0311912 | val_loss: 0.0311864 | Time: 5373.73 ms [2022-02-05 15:09:06 main:574] : INFO : Epoch 1630 | loss: 0.0311845 | val_loss: 0.0311779 | Time: 5356.92 ms [2022-02-05 15:09:11 main:574] : INFO : Epoch 1631 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 5350.12 ms [2022-02-05 15:09:16 main:574] : INFO : Epoch 1632 | loss: 0.0311787 | val_loss: 0.031177 | Time: 5317.8 ms [2022-02-05 15:09:22 main:574] : INFO : Epoch 1633 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 5304.41 ms [2022-02-05 15:09:27 main:574] : INFO : Epoch 1634 | loss: 0.0311824 | val_loss: 0.0311794 | Time: 5333.82 ms [2022-02-05 15:09:33 main:574] : INFO : Epoch 1635 | loss: 0.0311795 | val_loss: 0.031178 | Time: 5375.03 ms [2022-02-05 15:09:38 main:574] : INFO : Epoch 1636 | loss: 0.0311761 | val_loss: 0.031175 | Time: 5360.63 ms [2022-02-05 15:09:43 main:574] : INFO : Epoch 1637 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 5348.06 ms [2022-02-05 15:09:49 main:574] : INFO : Epoch 1638 | loss: 0.031174 | val_loss: 0.0311731 | Time: 5372.61 ms [2022-02-05 15:09:54 main:574] : INFO : Epoch 1639 | loss: 0.031172 | val_loss: 0.0311725 | Time: 5375.93 ms [2022-02-05 15:09:59 main:574] : INFO : Epoch 1640 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 5302.68 ms [2022-02-05 15:10:05 main:574] : INFO : Epoch 1641 | loss: 0.0311748 | val_loss: 0.0311742 | Time: 5344.55 ms [2022-02-05 15:10:10 main:574] : INFO : Epoch 1642 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 5347.17 ms [2022-02-05 15:10:15 main:574] : INFO : Epoch 1643 | loss: 0.0311765 | val_loss: 0.0311744 | Time: 5326.8 ms [2022-02-05 15:10:21 main:574] : INFO : Epoch 1644 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 5371.49 ms [2022-02-05 15:10:26 main:574] : INFO : Epoch 1645 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 5406.56 ms [2022-02-05 15:10:32 main:574] : INFO : Epoch 1646 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 5325.9 ms [2022-02-05 15:10:37 main:574] : INFO : Epoch 1647 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 5350.48 ms [2022-02-05 15:10:42 main:574] : INFO : Epoch 1648 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 5355.26 ms [2022-02-05 15:10:48 main:574] : INFO : Epoch 1649 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 5389.96 ms [2022-02-05 15:10:53 main:574] : INFO : Epoch 1650 | loss: 0.0311699 | val_loss: 0.0311718 | Time: 5356.49 ms [2022-02-05 15:10:58 main:574] : INFO : Epoch 1651 | loss: 0.0311711 | val_loss: 0.0311808 | Time: 5321.56 ms [2022-02-05 15:11:04 main:574] : INFO : Epoch 1652 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 5407.53 ms [2022-02-05 15:11:09 main:574] : INFO : Epoch 1653 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 5360.26 ms [2022-02-05 15:11:15 main:574] : INFO : Epoch 1654 | loss: 0.0311711 | val_loss: 0.031177 | Time: 5325.72 ms [2022-02-05 15:11:20 main:574] : INFO : Epoch 1655 | loss: 0.0311728 | val_loss: 0.0311728 | Time: 5377.26 ms [2022-02-05 15:11:25 main:574] : INFO : Epoch 1656 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 5323.38 ms [2022-02-05 15:11:31 main:574] : INFO : Epoch 1657 | loss: 0.031169 | val_loss: 0.0311745 | Time: 5378.79 ms [2022-02-05 15:11:36 main:574] : INFO : Epoch 1658 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 5376.85 ms [2022-02-05 15:11:41 main:574] : INFO : Epoch 1659 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 5318.42 ms [2022-02-05 15:11:47 main:574] : INFO : Epoch 1660 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 5352.96 ms [2022-02-05 15:11:52 main:574] : INFO : Epoch 1661 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 5323.93 ms [2022-02-05 15:11:57 main:574] : INFO : Epoch 1662 | loss: 0.0311708 | val_loss: 0.0311745 | Time: 5318.62 ms [2022-02-05 15:12:03 main:574] : INFO : Epoch 1663 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 5365.63 ms [2022-02-05 15:12:08 main:574] : INFO : Epoch 1664 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 5339.87 ms [2022-02-05 15:12:14 main:574] : INFO : Epoch 1665 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 5354.78 ms [2022-02-05 15:12:19 main:574] : INFO : Epoch 1666 | loss: 0.031171 | val_loss: 0.0311739 | Time: 5369.32 ms [2022-02-05 15:12:24 main:574] : INFO : Epoch 1667 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 5320.46 ms [2022-02-05 15:12:30 main:574] : INFO : Epoch 1668 | loss: 0.0311741 | val_loss: 0.0311848 | Time: 5369.95 ms [2022-02-05 15:12:35 main:574] : INFO : Epoch 1669 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 5603.96 ms [2022-02-05 15:12:41 main:574] : INFO : Epoch 1670 | loss: 0.0311692 | val_loss: 0.031176 | Time: 5487.82 ms [2022-02-05 15:12:46 main:574] : INFO : Epoch 1671 | loss: 0.031168 | val_loss: 0.0311758 | Time: 5373.34 ms [2022-02-05 15:12:51 main:574] : INFO : Epoch 1672 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 5359.3 ms [2022-02-05 15:12:57 main:574] : INFO : Epoch 1673 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 5403.25 ms [2022-02-05 15:13:02 main:574] : INFO : Epoch 1674 | loss: 0.0311746 | val_loss: 0.0311865 | Time: 5384.1 ms [2022-02-05 15:13:08 main:574] : INFO : Epoch 1675 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 5314.99 ms [2022-02-05 15:13:13 main:574] : INFO : Epoch 1676 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 5329.32 ms [2022-02-05 15:13:18 main:574] : INFO : Epoch 1677 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 5374.71 ms [2022-02-05 15:13:24 main:574] : INFO : Epoch 1678 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 5329.47 ms [2022-02-05 15:13:29 main:574] : INFO : Epoch 1679 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 5330.37 ms [2022-02-05 15:13:34 main:574] : INFO : Epoch 1680 | loss: 0.0311704 | val_loss: 0.0311905 | Time: 5378.14 ms [2022-02-05 15:13:40 main:574] : INFO : Epoch 1681 | loss: 0.0311709 | val_loss: 0.0311799 | Time: 5346.41 ms [2022-02-05 15:13:45 main:574] : INFO : Epoch 1682 | loss: 0.031169 | val_loss: 0.0311742 | Time: 5335.08 ms [2022-02-05 15:13:51 main:574] : INFO : Epoch 1683 | loss: 0.031167 | val_loss: 0.0311748 | Time: 5370.33 ms [2022-02-05 15:13:56 main:574] : INFO : Epoch 1684 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 5392.91 ms [2022-02-05 15:14:01 main:574] : INFO : Epoch 1685 | loss: 0.0311637 | val_loss: 0.0311776 | Time: 5362.94 ms [2022-02-05 15:14:07 main:574] : INFO : Epoch 1686 | loss: 0.0311628 | val_loss: 0.031175 | Time: 5377.21 ms [2022-02-05 15:14:12 main:574] : INFO : Epoch 1687 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 5322.7 ms [2022-02-05 15:14:17 main:574] : INFO : Epoch 1688 | loss: 0.0311616 | val_loss: 0.0311762 | Time: 5345.84 ms [2022-02-05 15:14:23 main:574] : INFO : Epoch 1689 | loss: 0.0311626 | val_loss: 0.0311766 | Time: 5371.22 ms [2022-02-05 15:14:28 main:574] : INFO : Epoch 1690 | loss: 0.0311606 | val_loss: 0.03118 | Time: 5344.31 ms [2022-02-05 15:14:34 main:574] : INFO : Epoch 1691 | loss: 0.0311612 | val_loss: 0.0311802 | Time: 5407.72 ms [2022-02-05 15:14:39 main:574] : INFO : Epoch 1692 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 5349 ms [2022-02-05 15:14:44 main:574] : INFO : Epoch 1693 | loss: 0.0311604 | val_loss: 0.0311811 | Time: 5365.47 ms [2022-02-05 15:14:50 main:574] : INFO : Epoch 1694 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 5330.75 ms [2022-02-05 15:14:55 main:574] : INFO : Epoch 1695 | loss: 0.0311616 | val_loss: 0.031179 | Time: 5346.42 ms [2022-02-05 15:15:00 main:574] : INFO : Epoch 1696 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 5381.92 ms [2022-02-05 15:15:06 main:574] : INFO : Epoch 1697 | loss: 0.0311652 | val_loss: 0.0311831 | Time: 5366.94 ms [2022-02-05 15:15:11 main:574] : INFO : Epoch 1698 | loss: 0.0311607 | val_loss: 0.0311824 | Time: 5302.18 ms [2022-02-05 15:15:16 main:574] : INFO : Epoch 1699 | loss: 0.0311639 | val_loss: 0.0311829 | Time: 5376.31 ms [2022-02-05 15:15:22 main:574] : INFO : Epoch 1700 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 5342.59 ms [2022-02-05 15:15:27 main:574] : INFO : Epoch 1701 | loss: 0.0311733 | val_loss: 0.0311761 | Time: 5335.68 ms [2022-02-05 15:15:33 main:574] : INFO : Epoch 1702 | loss: 0.031172 | val_loss: 0.0311762 | Time: 5378.56 ms [2022-02-05 15:15:38 main:574] : INFO : Epoch 1703 | loss: 0.0311704 | val_loss: 0.031182 | Time: 5360.47 ms [2022-02-05 15:15:43 main:574] : INFO : Epoch 1704 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 5345.82 ms [2022-02-05 15:15:49 main:574] : INFO : Epoch 1705 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 5369.27 ms [2022-02-05 15:15:54 main:574] : INFO : Epoch 1706 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 5359.91 ms [2022-02-05 15:15:59 main:574] : INFO : Epoch 1707 | loss: 0.03117 | val_loss: 0.0311899 | Time: 5404.66 ms [2022-02-05 15:16:05 main:574] : INFO : Epoch 1708 | loss: 0.0311728 | val_loss: 0.0311798 | Time: 5385.37 ms [2022-02-05 15:16:10 main:574] : INFO : Epoch 1709 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 5345.93 ms [2022-02-05 15:16:16 main:574] : INFO : Epoch 1710 | loss: 0.0311822 | val_loss: 0.0311817 | Time: 5376.05 ms [2022-02-05 15:16:21 main:574] : INFO : Epoch 1711 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 5412.15 ms [2022-02-05 15:16:26 main:574] : INFO : Epoch 1712 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 5315.84 ms [2022-02-05 15:16:32 main:574] : INFO : Epoch 1713 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 5350.12 ms [2022-02-05 15:16:37 main:574] : INFO : Epoch 1714 | loss: 0.031172 | val_loss: 0.0311777 | Time: 5363.15 ms [2022-02-05 15:16:42 main:574] : INFO : Epoch 1715 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 5347.36 ms [2022-02-05 15:16:48 main:574] : INFO : Epoch 1716 | loss: 0.0311734 | val_loss: 0.031179 | Time: 5391.47 ms [2022-02-05 15:16:53 main:574] : INFO : Epoch 1717 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 5353.1 ms [2022-02-05 15:16:58 main:574] : INFO : Epoch 1718 | loss: 0.0311686 | val_loss: 0.0311842 | Time: 5309.25 ms [2022-02-05 15:17:04 main:574] : INFO : Epoch 1719 | loss: 0.0311935 | val_loss: 0.031282 | Time: 5360.09 ms [2022-02-05 15:17:09 main:574] : INFO : Epoch 1720 | loss: 0.0355009 | val_loss: 0.0356577 | Time: 5339.81 ms [2022-02-05 15:17:15 main:574] : INFO : Epoch 1721 | loss: 0.0333655 | val_loss: 0.0321085 | Time: 5326.2 ms [2022-02-05 15:17:20 main:574] : INFO : Epoch 1722 | loss: 0.0314574 | val_loss: 0.0313133 | Time: 5430.3 ms [2022-02-05 15:17:25 main:574] : INFO : Epoch 1723 | loss: 0.0312485 | val_loss: 0.0312113 | Time: 5388.44 ms [2022-02-05 15:17:31 main:574] : INFO : Epoch 1724 | loss: 0.0311925 | val_loss: 0.0311824 | Time: 5311.91 ms [2022-02-05 15:17:36 main:574] : INFO : Epoch 1725 | loss: 0.03118 | val_loss: 0.0311807 | Time: 5366.99 ms [2022-02-05 15:17:41 main:574] : INFO : Epoch 1726 | loss: 0.0311743 | val_loss: 0.0311864 | Time: 5320.98 ms [2022-02-05 15:17:47 main:574] : INFO : Epoch 1727 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 5425.73 ms [2022-02-05 15:17:52 main:574] : INFO : Epoch 1728 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 5348.69 ms [2022-02-05 15:17:58 main:574] : INFO : Epoch 1729 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 5339.74 ms [2022-02-05 15:18:03 main:574] : INFO : Epoch 1730 | loss: 0.0311705 | val_loss: 0.0311847 | Time: 5353.93 ms [2022-02-05 15:18:08 main:574] : INFO : Epoch 1731 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 5382.59 ms [2022-02-05 15:18:14 main:574] : INFO : Epoch 1732 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 5309.52 ms [2022-02-05 15:18:19 main:574] : INFO : Epoch 1733 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 5379.59 ms [2022-02-05 15:18:24 main:574] : INFO : Epoch 1734 | loss: 0.031166 | val_loss: 0.0311799 | Time: 5322.42 ms [2022-02-05 15:18:30 main:574] : INFO : Epoch 1735 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 5348.27 ms [2022-02-05 15:18:35 main:574] : INFO : Epoch 1736 | loss: 0.031168 | val_loss: 0.0311905 | Time: 5448.09 ms [2022-02-05 15:18:41 main:574] : INFO : Epoch 1737 | loss: 0.0311691 | val_loss: 0.03118 | Time: 5361.6 ms [2022-02-05 15:18:46 main:574] : INFO : Epoch 1738 | loss: 0.031166 | val_loss: 0.0311763 | Time: 5314.74 ms [2022-02-05 15:18:51 main:574] : INFO : Epoch 1739 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 5363.5 ms [2022-02-05 15:18:57 main:574] : INFO : Epoch 1740 | loss: 0.0311647 | val_loss: 0.031179 | Time: 5311.86 ms [2022-02-05 15:19:02 main:574] : INFO : Epoch 1741 | loss: 0.0311646 | val_loss: 0.03118 | Time: 5416.17 ms [2022-02-05 15:19:07 main:574] : INFO : Epoch 1742 | loss: 0.0311638 | val_loss: 0.0311799 | Time: 5343.49 ms [2022-02-05 15:19:13 main:574] : INFO : Epoch 1743 | loss: 0.0311638 | val_loss: 0.0311784 | Time: 5328.47 ms [2022-02-05 15:19:18 main:574] : INFO : Epoch 1744 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 5354.45 ms [2022-02-05 15:19:23 main:574] : INFO : Epoch 1745 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 5351.75 ms [2022-02-05 15:19:29 main:574] : INFO : Epoch 1746 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 5325.77 ms [2022-02-05 15:19:34 main:574] : INFO : Epoch 1747 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 5367.5 ms [2022-02-05 15:19:39 main:574] : INFO : Epoch 1748 | loss: 0.0311717 | val_loss: 0.0311802 | Time: 5288.51 ms [2022-02-05 15:19:45 main:574] : INFO : Epoch 1749 | loss: 0.0311709 | val_loss: 0.031179 | Time: 5369.23 ms [2022-02-05 15:19:50 main:574] : INFO : Epoch 1750 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 5349 ms [2022-02-05 15:19:56 main:574] : INFO : Epoch 1751 | loss: 0.0311699 | val_loss: 0.0311804 | Time: 5351.02 ms [2022-02-05 15:20:01 main:574] : INFO : Epoch 1752 | loss: 0.0311697 | val_loss: 0.0311847 | Time: 5339.71 ms [2022-02-05 15:20:06 main:574] : INFO : Epoch 1753 | loss: 0.0311747 | val_loss: 0.03118 | Time: 5355.91 ms [2022-02-05 15:20:12 main:574] : INFO : Epoch 1754 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 5317.87 ms [2022-02-05 15:20:17 main:574] : INFO : Epoch 1755 | loss: 0.031166 | val_loss: 0.0311745 | Time: 5413.11 ms [2022-02-05 15:20:22 main:574] : INFO : Epoch 1756 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 5361.59 ms [2022-02-05 15:20:28 main:574] : INFO : Epoch 1757 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 5364.9 ms [2022-02-05 15:20:33 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0311744 | Time: 5367.12 ms [2022-02-05 15:20:39 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.031176 | Time: 5332.78 ms [2022-02-05 15:20:44 main:574] : INFO : Epoch 1760 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 5333.76 ms [2022-02-05 15:20:49 main:574] : INFO : Epoch 1761 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 5384.83 ms [2022-02-05 15:20:55 main:574] : INFO : Epoch 1762 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 5359.54 ms [2022-02-05 15:21:00 main:574] : INFO : Epoch 1763 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 5330.69 ms [2022-02-05 15:21:05 main:574] : INFO : Epoch 1764 | loss: 0.0311634 | val_loss: 0.0311764 | Time: 5368.67 ms [2022-02-05 15:21:11 main:574] : INFO : Epoch 1765 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 5387.02 ms [2022-02-05 15:21:16 main:574] : INFO : Epoch 1766 | loss: 0.031164 | val_loss: 0.0311922 | Time: 5307.12 ms [2022-02-05 15:21:22 main:574] : INFO : Epoch 1767 | loss: 0.0311744 | val_loss: 0.03118 | Time: 5407.95 ms [2022-02-05 15:21:27 main:574] : INFO : Epoch 1768 | loss: 0.031171 | val_loss: 0.0311775 | Time: 5356.05 ms [2022-02-05 15:21:32 main:574] : INFO : Epoch 1769 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 5335.3 ms [2022-02-05 15:21:38 main:574] : INFO : Epoch 1770 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 5340.26 ms [2022-02-05 15:21:43 main:574] : INFO : Epoch 1771 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 5310.76 ms [2022-02-05 15:21:48 main:574] : INFO : Epoch 1772 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 5333.31 ms [2022-02-05 15:21:54 main:574] : INFO : Epoch 1773 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 5369.95 ms [2022-02-05 15:21:59 main:574] : INFO : Epoch 1774 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 5394.72 ms [2022-02-05 15:22:04 main:574] : INFO : Epoch 1775 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 5388.75 ms [2022-02-05 15:22:10 main:574] : INFO : Epoch 1776 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 5342.39 ms [2022-02-05 15:22:15 main:574] : INFO : Epoch 1777 | loss: 0.031165 | val_loss: 0.0311793 | Time: 5352.73 ms [2022-02-05 15:22:21 main:574] : INFO : Epoch 1778 | loss: 0.0311641 | val_loss: 0.0311852 | Time: 5336.55 ms [2022-02-05 15:22:26 main:574] : INFO : Epoch 1779 | loss: 0.0311643 | val_loss: 0.0311799 | Time: 5315.68 ms [2022-02-05 15:22:31 main:574] : INFO : Epoch 1780 | loss: 0.0311644 | val_loss: 0.0311803 | Time: 5401.84 ms [2022-02-05 15:22:37 main:574] : INFO : Epoch 1781 | loss: 0.0311649 | val_loss: 0.031177 | Time: 5371.49 ms [2022-02-05 15:22:42 main:574] : INFO : Epoch 1782 | loss: 0.0311634 | val_loss: 0.031176 | Time: 5345.71 ms [2022-02-05 15:22:47 main:574] : INFO : Epoch 1783 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 5373.48 ms [2022-02-05 15:22:53 main:574] : INFO : Epoch 1784 | loss: 0.0311629 | val_loss: 0.0311796 | Time: 5375.23 ms [2022-02-05 15:22:58 main:574] : INFO : Epoch 1785 | loss: 0.0311611 | val_loss: 0.0311769 | Time: 5333.3 ms [2022-02-05 15:23:04 main:574] : INFO : Epoch 1786 | loss: 0.0311599 | val_loss: 0.0311772 | Time: 5469.86 ms [2022-02-05 15:23:09 main:574] : INFO : Epoch 1787 | loss: 0.0311596 | val_loss: 0.0311789 | Time: 5342.29 ms [2022-02-05 15:23:14 main:574] : INFO : Epoch 1788 | loss: 0.0311615 | val_loss: 0.0311795 | Time: 5324.31 ms [2022-02-05 15:23:20 main:574] : INFO : Epoch 1789 | loss: 0.0311604 | val_loss: 0.0311827 | Time: 5395.53 ms [2022-02-05 15:23:25 main:574] : INFO : Epoch 1790 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 5314.13 ms [2022-02-05 15:23:30 main:574] : INFO : Epoch 1791 | loss: 0.0311588 | val_loss: 0.0311757 | Time: 5283.17 ms [2022-02-05 15:23:36 main:574] : INFO : Epoch 1792 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 5363.1 ms [2022-02-05 15:23:41 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0311782 | Time: 5303.16 ms [2022-02-05 15:23:46 main:574] : INFO : Epoch 1794 | loss: 0.0311587 | val_loss: 0.0311825 | Time: 5308.88 ms [2022-02-05 15:23:52 main:574] : INFO : Epoch 1795 | loss: 0.0311663 | val_loss: 0.0311832 | Time: 5397.69 ms [2022-02-05 15:23:57 main:574] : INFO : Epoch 1796 | loss: 0.0311643 | val_loss: 0.031179 | Time: 5358.46 ms [2022-02-05 15:24:03 main:574] : INFO : Epoch 1797 | loss: 0.0311585 | val_loss: 0.0311752 | Time: 5377.75 ms [2022-02-05 15:24:08 main:574] : INFO : Epoch 1798 | loss: 0.0311585 | val_loss: 0.0311792 | Time: 5367.36 ms [2022-02-05 15:24:13 main:574] : INFO : Epoch 1799 | loss: 0.0311578 | val_loss: 0.0311811 | Time: 5315.01 ms [2022-02-05 15:24:19 main:574] : INFO : Epoch 1800 | loss: 0.0311603 | val_loss: 0.0311834 | Time: 5413.24 ms [2022-02-05 15:24:24 main:574] : INFO : Epoch 1801 | loss: 0.0311608 | val_loss: 0.031177 | Time: 5284.16 ms [2022-02-05 15:24:29 main:574] : INFO : Epoch 1802 | loss: 0.0311582 | val_loss: 0.0311763 | Time: 5306.47 ms [2022-02-05 15:24:35 main:574] : INFO : Epoch 1803 | loss: 0.0311592 | val_loss: 0.0311811 | Time: 5387.35 ms [2022-02-05 15:24:40 main:574] : INFO : Epoch 1804 | loss: 0.0311605 | val_loss: 0.0311792 | Time: 5364.57 ms [2022-02-05 15:24:45 main:574] : INFO : Epoch 1805 | loss: 0.0311583 | val_loss: 0.0311783 | Time: 5297.89 ms [2022-02-05 15:24:51 main:574] : INFO : Epoch 1806 | loss: 0.0311581 | val_loss: 0.0311815 | Time: 5371.87 ms [2022-02-05 15:24:56 main:574] : INFO : Epoch 1807 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 5376.35 ms [2022-02-05 15:25:01 main:574] : INFO : Epoch 1808 | loss: 0.0311572 | val_loss: 0.0311773 | Time: 5344.32 ms [2022-02-05 15:25:07 main:574] : INFO : Epoch 1809 | loss: 0.0311566 | val_loss: 0.0311787 | Time: 5331.41 ms [2022-02-05 15:25:12 main:574] : INFO : Epoch 1810 | loss: 0.0311572 | val_loss: 0.0311803 | Time: 5345.18 ms [2022-02-05 15:25:18 main:574] : INFO : Epoch 1811 | loss: 0.0311572 | val_loss: 0.03118 | Time: 5351.91 ms [2022-02-05 15:25:23 main:574] : INFO : Epoch 1812 | loss: 0.0311598 | val_loss: 0.0311779 | Time: 5395.17 ms [2022-02-05 15:25:28 main:574] : INFO : Epoch 1813 | loss: 0.0311619 | val_loss: 0.031179 | Time: 5370.01 ms [2022-02-05 15:25:34 main:574] : INFO : Epoch 1814 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 5400.29 ms [2022-02-05 15:25:39 main:574] : INFO : Epoch 1815 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 5355.75 ms [2022-02-05 15:25:44 main:574] : INFO : Epoch 1816 | loss: 0.0311628 | val_loss: 0.0311832 | Time: 5383.38 ms [2022-02-05 15:25:50 main:574] : INFO : Epoch 1817 | loss: 0.0311619 | val_loss: 0.0311799 | Time: 5335.8 ms [2022-02-05 15:25:55 main:574] : INFO : Epoch 1818 | loss: 0.0311597 | val_loss: 0.0311819 | Time: 5339.88 ms [2022-02-05 15:26:01 main:574] : INFO : Epoch 1819 | loss: 0.0311589 | val_loss: 0.0311785 | Time: 5394.55 ms [2022-02-05 15:26:06 main:574] : INFO : Epoch 1820 | loss: 0.0311602 | val_loss: 0.0311866 | Time: 5342.22 ms [2022-02-05 15:26:11 main:574] : INFO : Epoch 1821 | loss: 0.0311597 | val_loss: 0.0311779 | Time: 5380.67 ms [2022-02-05 15:26:17 main:574] : INFO : Epoch 1822 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 5299.82 ms [2022-02-05 15:26:22 main:574] : INFO : Epoch 1823 | loss: 0.0311607 | val_loss: 0.0311786 | Time: 5333.99 ms [2022-02-05 15:26:27 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 5330.05 ms [2022-02-05 15:26:33 main:574] : INFO : Epoch 1825 | loss: 0.0311618 | val_loss: 0.0311796 | Time: 5384.11 ms [2022-02-05 15:26:38 main:574] : INFO : Epoch 1826 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 5333.81 ms [2022-02-05 15:26:43 main:574] : INFO : Epoch 1827 | loss: 0.03116 | val_loss: 0.0311834 | Time: 5321.88 ms [2022-02-05 15:26:49 main:574] : INFO : Epoch 1828 | loss: 0.0311583 | val_loss: 0.0311761 | Time: 5386.46 ms [2022-02-05 15:26:54 main:574] : INFO : Epoch 1829 | loss: 0.0311567 | val_loss: 0.031178 | Time: 5348.53 ms [2022-02-05 15:26:59 main:574] : INFO : Epoch 1830 | loss: 0.0311568 | val_loss: 0.0311758 | Time: 5319.33 ms [2022-02-05 15:27:05 main:574] : INFO : Epoch 1831 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 5378.36 ms [2022-02-05 15:27:10 main:574] : INFO : Epoch 1832 | loss: 0.0311619 | val_loss: 0.0311771 | Time: 5399.42 ms [2022-02-05 15:27:16 main:574] : INFO : Epoch 1833 | loss: 0.031161 | val_loss: 0.0311809 | Time: 5401.01 ms [2022-02-05 15:27:21 main:574] : INFO : Epoch 1834 | loss: 0.0311639 | val_loss: 0.0311842 | Time: 5321 ms [2022-02-05 15:27:26 main:574] : INFO : Epoch 1835 | loss: 0.0311615 | val_loss: 0.031178 | Time: 5356.61 ms [2022-02-05 15:27:32 main:574] : INFO : Epoch 1836 | loss: 0.0311595 | val_loss: 0.0311841 | Time: 5358.09 ms [2022-02-05 15:27:37 main:574] : INFO : Epoch 1837 | loss: 0.0311601 | val_loss: 0.031177 | Time: 5355.33 ms [2022-02-05 15:27:42 main:574] : INFO : Epoch 1838 | loss: 0.0311574 | val_loss: 0.0311819 | Time: 5310.65 ms [2022-02-05 15:27:48 main:574] : INFO : Epoch 1839 | loss: 0.0311633 | val_loss: 0.0311793 | Time: 5364.09 ms [2022-02-05 15:27:53 main:574] : INFO : Epoch 1840 | loss: 0.0311657 | val_loss: 0.0311818 | Time: 5382.14 ms [2022-02-05 15:27:59 main:574] : INFO : Epoch 1841 | loss: 0.0311599 | val_loss: 0.0311819 | Time: 5305.23 ms [2022-02-05 15:28:04 main:574] : INFO : Epoch 1842 | loss: 0.0311564 | val_loss: 0.0311801 | Time: 5365.91 ms [2022-02-05 15:28:09 main:574] : INFO : Epoch 1843 | loss: 0.0311599 | val_loss: 0.0311867 | Time: 5342.22 ms [2022-02-05 15:28:15 main:574] : INFO : Epoch 1844 | loss: 0.0311597 | val_loss: 0.0311812 | Time: 5283.69 ms [2022-02-05 15:28:20 main:574] : INFO : Epoch 1845 | loss: 0.0311594 | val_loss: 0.0311821 | Time: 5315.81 ms [2022-02-05 15:28:25 main:574] : INFO : Epoch 1846 | loss: 0.0311583 | val_loss: 0.0311802 | Time: 5302.73 ms [2022-02-05 15:28:31 main:574] : INFO : Epoch 1847 | loss: 0.0311574 | val_loss: 0.0311792 | Time: 5318.75 ms [2022-02-05 15:28:36 main:574] : INFO : Epoch 1848 | loss: 0.0311568 | val_loss: 0.0311814 | Time: 5368.72 ms [2022-02-05 15:28:41 main:574] : INFO : Epoch 1849 | loss: 0.0311552 | val_loss: 0.0311785 | Time: 5313.27 ms [2022-02-05 15:28:47 main:574] : INFO : Epoch 1850 | loss: 0.0311544 | val_loss: 0.0311774 | Time: 5302.73 ms [2022-02-05 15:28:52 main:574] : INFO : Epoch 1851 | loss: 0.0311562 | val_loss: 0.0311779 | Time: 5366.87 ms [2022-02-05 15:28:57 main:574] : INFO : Epoch 1852 | loss: 0.0311575 | val_loss: 0.0311805 | Time: 5389.62 ms [2022-02-05 15:29:03 main:574] : INFO : Epoch 1853 | loss: 0.031155 | val_loss: 0.0311828 | Time: 5362.65 ms [2022-02-05 15:29:08 main:574] : INFO : Epoch 1854 | loss: 0.0311555 | val_loss: 0.0311801 | Time: 5391.57 ms [2022-02-05 15:29:13 main:574] : INFO : Epoch 1855 | loss: 0.0311535 | val_loss: 0.0311864 | Time: 5357.13 ms [2022-02-05 15:29:19 main:574] : INFO : Epoch 1856 | loss: 0.0311558 | val_loss: 0.0311787 | Time: 5358.09 ms [2022-02-05 15:29:24 main:574] : INFO : Epoch 1857 | loss: 0.0311558 | val_loss: 0.0311787 | Time: 5266.13 ms [2022-02-05 15:29:29 main:574] : INFO : Epoch 1858 | loss: 0.0311557 | val_loss: 0.0311798 | Time: 5313.8 ms [2022-02-05 15:29:35 main:574] : INFO : Epoch 1859 | loss: 0.0311635 | val_loss: 0.031178 | Time: 5344.55 ms [2022-02-05 15:29:40 main:574] : INFO : Epoch 1860 | loss: 0.0311616 | val_loss: 0.0311835 | Time: 5381.85 ms [2022-02-05 15:29:45 main:574] : INFO : Epoch 1861 | loss: 0.0311576 | val_loss: 0.0311803 | Time: 5280.26 ms [2022-02-05 15:29:51 main:574] : INFO : Epoch 1862 | loss: 0.031155 | val_loss: 0.0311782 | Time: 5318.17 ms [2022-02-05 15:29:56 main:574] : INFO : Epoch 1863 | loss: 0.0311524 | val_loss: 0.0311766 | Time: 5305.77 ms [2022-02-05 15:30:01 main:574] : INFO : Epoch 1864 | loss: 0.0311535 | val_loss: 0.0311772 | Time: 5341.17 ms [2022-02-05 15:30:07 main:574] : INFO : Epoch 1865 | loss: 0.0311523 | val_loss: 0.031182 | Time: 5301.13 ms [2022-02-05 15:30:12 main:574] : INFO : Epoch 1866 | loss: 0.0311529 | val_loss: 0.0311812 | Time: 5351.12 ms [2022-02-05 15:30:17 main:574] : INFO : Epoch 1867 | loss: 0.0311537 | val_loss: 0.031179 | Time: 5295.55 ms [2022-02-05 15:30:23 main:574] : INFO : Epoch 1868 | loss: 0.03115 | val_loss: 0.0311811 | Time: 5325.21 ms [2022-02-05 15:30:28 main:574] : INFO : Epoch 1869 | loss: 0.0311538 | val_loss: 0.0311802 | Time: 5306.75 ms [2022-02-05 15:30:33 main:574] : INFO : Epoch 1870 | loss: 0.0311559 | val_loss: 0.0311866 | Time: 5342.76 ms [2022-02-05 15:30:39 main:574] : INFO : Epoch 1871 | loss: 0.0311532 | val_loss: 0.0311829 | Time: 5280.51 ms [2022-02-05 15:30:44 main:574] : INFO : Epoch 1872 | loss: 0.0311496 | val_loss: 0.0311826 | Time: 5338.85 ms [2022-02-05 15:30:49 main:574] : INFO : Epoch 1873 | loss: 0.0311492 | val_loss: 0.0311798 | Time: 5370.75 ms [2022-02-05 15:30:55 main:574] : INFO : Epoch 1874 | loss: 0.0311512 | val_loss: 0.0311808 | Time: 5326.17 ms [2022-02-05 15:31:00 main:574] : INFO : Epoch 1875 | loss: 0.0311512 | val_loss: 0.0311769 | Time: 5334.64 ms [2022-02-05 15:31:05 main:574] : INFO : Epoch 1876 | loss: 0.0311514 | val_loss: 0.0311812 | Time: 5322.22 ms [2022-02-05 15:31:11 main:574] : INFO : Epoch 1877 | loss: 0.0311525 | val_loss: 0.0311763 | Time: 5317.63 ms [2022-02-05 15:31:16 main:574] : INFO : Epoch 1878 | loss: 0.0311569 | val_loss: 0.031183 | Time: 5316.99 ms [2022-02-05 15:31:22 main:574] : INFO : Epoch 1879 | loss: 0.0311577 | val_loss: 0.031183 | Time: 5388.87 ms [2022-02-05 15:31:27 main:574] : INFO : Epoch 1880 | loss: 0.0311536 | val_loss: 0.0311792 | Time: 5291.4 ms [2022-02-05 15:31:32 main:574] : INFO : Epoch 1881 | loss: 0.0311501 | val_loss: 0.0311819 | Time: 5356.67 ms [2022-02-05 15:31:38 main:574] : INFO : Epoch 1882 | loss: 0.0311516 | val_loss: 0.0311848 | Time: 5345.93 ms [2022-02-05 15:31:43 main:574] : INFO : Epoch 1883 | loss: 0.031156 | val_loss: 0.0311825 | Time: 5323.65 ms [2022-02-05 15:31:48 main:574] : INFO : Epoch 1884 | loss: 0.0311531 | val_loss: 0.0311809 | Time: 5322.81 ms [2022-02-05 15:31:54 main:574] : INFO : Epoch 1885 | loss: 0.0311502 | val_loss: 0.0311855 | Time: 5297.89 ms [2022-02-05 15:31:59 main:574] : INFO : Epoch 1886 | loss: 0.0311493 | val_loss: 0.0311818 | Time: 5285.77 ms [2022-02-05 15:32:04 main:574] : INFO : Epoch 1887 | loss: 0.0311512 | val_loss: 0.0311782 | Time: 5330.1 ms [2022-02-05 15:32:10 main:574] : INFO : Epoch 1888 | loss: 0.0311536 | val_loss: 0.0311808 | Time: 5305.5 ms [2022-02-05 15:32:15 main:574] : INFO : Epoch 1889 | loss: 0.0311555 | val_loss: 0.0311741 | Time: 5374.22 ms [2022-02-05 15:32:20 main:574] : INFO : Epoch 1890 | loss: 0.0311504 | val_loss: 0.031179 | Time: 5294.9 ms [2022-02-05 15:32:26 main:574] : INFO : Epoch 1891 | loss: 0.0311549 | val_loss: 0.0311835 | Time: 5318.61 ms [2022-02-05 15:32:31 main:574] : INFO : Epoch 1892 | loss: 0.0311535 | val_loss: 0.0311845 | Time: 5294.49 ms [2022-02-05 15:32:36 main:574] : INFO : Epoch 1893 | loss: 0.0311502 | val_loss: 0.0311786 | Time: 5314.3 ms [2022-02-05 15:32:41 main:574] : INFO : Epoch 1894 | loss: 0.0311511 | val_loss: 0.0311774 | Time: 5295.73 ms [2022-02-05 15:32:47 main:574] : INFO : Epoch 1895 | loss: 0.0311512 | val_loss: 0.031176 | Time: 5338.27 ms [2022-02-05 15:32:52 main:574] : INFO : Epoch 1896 | loss: 0.0311534 | val_loss: 0.0311854 | Time: 5355.41 ms [2022-02-05 15:32:57 main:574] : INFO : Epoch 1897 | loss: 0.03115 | val_loss: 0.031179 | Time: 5290.3 ms [2022-02-05 15:33:03 main:574] : INFO : Epoch 1898 | loss: 0.0311494 | val_loss: 0.0311778 | Time: 5329.22 ms [2022-02-05 15:33:08 main:574] : INFO : Epoch 1899 | loss: 0.0311514 | val_loss: 0.0311766 | Time: 5331.65 ms [2022-02-05 15:33:13 main:574] : INFO : Epoch 1900 | loss: 0.0311534 | val_loss: 0.0311791 | Time: 5320.2 ms [2022-02-05 15:33:19 main:574] : INFO : Epoch 1901 | loss: 0.0311527 | val_loss: 0.0311781 | Time: 5350.78 ms [2022-02-05 15:33:24 main:574] : INFO : Epoch 1902 | loss: 0.0311531 | val_loss: 0.0311838 | Time: 5316.03 ms [2022-02-05 15:33:29 main:574] : INFO : Epoch 1903 | loss: 0.0311525 | val_loss: 0.0311773 | Time: 5309.9 ms [2022-02-05 15:33:35 main:574] : INFO : Epoch 1904 | loss: 0.031149 | val_loss: 0.031177 | Time: 5373.13 ms [2022-02-05 15:33:40 main:574] : INFO : Epoch 1905 | loss: 0.0311506 | val_loss: 0.0311761 | Time: 5316 ms [2022-02-05 15:33:45 main:574] : INFO : Epoch 1906 | loss: 0.0311578 | val_loss: 0.0311869 | Time: 5280.96 ms [2022-02-05 15:33:51 main:574] : INFO : Epoch 1907 | loss: 0.0311535 | val_loss: 0.0311854 | Time: 5351.14 ms [2022-02-05 15:33:56 main:574] : INFO : Epoch 1908 | loss: 0.0311575 | val_loss: 0.0311799 | Time: 5276.37 ms [2022-02-05 15:34:01 main:574] : INFO : Epoch 1909 | loss: 0.0311507 | val_loss: 0.0311763 | Time: 5314.88 ms [2022-02-05 15:34:07 main:574] : INFO : Epoch 1910 | loss: 0.0311519 | val_loss: 0.0311769 | Time: 5382.72 ms [2022-02-05 15:34:12 main:574] : INFO : Epoch 1911 | loss: 0.0311496 | val_loss: 0.0311769 | Time: 5303.26 ms [2022-02-05 15:34:18 main:574] : INFO : Epoch 1912 | loss: 0.0311503 | val_loss: 0.0311761 | Time: 5327.64 ms [2022-02-05 15:34:23 main:574] : INFO : Epoch 1913 | loss: 0.0311508 | val_loss: 0.0311833 | Time: 5311.35 ms [2022-02-05 15:34:28 main:574] : INFO : Epoch 1914 | loss: 0.0311502 | val_loss: 0.0311823 | Time: 5349.16 ms [2022-02-05 15:34:34 main:574] : INFO : Epoch 1915 | loss: 0.0311499 | val_loss: 0.0311795 | Time: 5338.77 ms [2022-02-05 15:34:39 main:574] : INFO : Epoch 1916 | loss: 0.0311526 | val_loss: 0.0311796 | Time: 5372.97 ms [2022-02-05 15:34:44 main:574] : INFO : Epoch 1917 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 5343.69 ms [2022-02-05 15:34:50 main:574] : INFO : Epoch 1918 | loss: 0.031158 | val_loss: 0.0311722 | Time: 5347.69 ms [2022-02-05 15:34:55 main:574] : INFO : Epoch 1919 | loss: 0.0311616 | val_loss: 0.0311817 | Time: 5329.35 ms [2022-02-05 15:35:00 main:574] : INFO : Epoch 1920 | loss: 0.031157 | val_loss: 0.0311739 | Time: 5320.46 ms [2022-02-05 15:35:06 main:574] : INFO : Epoch 1921 | loss: 0.0311617 | val_loss: 0.0311762 | Time: 5363.97 ms [2022-02-05 15:35:11 main:574] : INFO : Epoch 1922 | loss: 0.0311645 | val_loss: 0.0311772 | Time: 5342.64 ms [2022-02-05 15:35:16 main:574] : INFO : Epoch 1923 | loss: 0.03116 | val_loss: 0.0311751 | Time: 5345.15 ms [2022-02-05 15:35:22 main:574] : INFO : Epoch 1924 | loss: 0.031161 | val_loss: 0.0311738 | Time: 5305.66 ms [2022-02-05 15:35:27 main:574] : INFO : Epoch 1925 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 5346.44 ms [2022-02-05 15:35:32 main:574] : INFO : Epoch 1926 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 5336.61 ms [2022-02-05 15:35:38 main:574] : INFO : Epoch 1927 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 5364.29 ms [2022-02-05 15:35:43 main:574] : INFO : Epoch 1928 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 5282.97 ms [2022-02-05 15:35:48 main:574] : INFO : Epoch 1929 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 5320.78 ms [2022-02-05 15:35:54 main:574] : INFO : Epoch 1930 | loss: 0.031159 | val_loss: 0.0311732 | Time: 5373.66 ms [2022-02-05 15:35:59 main:574] : INFO : Epoch 1931 | loss: 0.03116 | val_loss: 0.0311719 | Time: 5318.55 ms [2022-02-05 15:36:05 main:574] : INFO : Epoch 1932 | loss: 0.0311568 | val_loss: 0.0311735 | Time: 5387.77 ms [2022-02-05 15:36:10 main:574] : INFO : Epoch 1933 | loss: 0.031158 | val_loss: 0.0311729 | Time: 5339.09 ms [2022-02-05 15:36:15 main:574] : INFO : Epoch 1934 | loss: 0.0311558 | val_loss: 0.0311775 | Time: 5320.21 ms [2022-02-05 15:36:21 main:574] : INFO : Epoch 1935 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 5410.57 ms [2022-02-05 15:36:26 main:574] : INFO : Epoch 1936 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 5321.98 ms [2022-02-05 15:36:31 main:574] : INFO : Epoch 1937 | loss: 0.0311582 | val_loss: 0.0311726 | Time: 5353.07 ms [2022-02-05 15:36:37 main:574] : INFO : Epoch 1938 | loss: 0.031155 | val_loss: 0.0311709 | Time: 5289.56 ms [2022-02-05 15:36:42 main:574] : INFO : Epoch 1939 | loss: 0.0311555 | val_loss: 0.0311726 | Time: 5316.1 ms [2022-02-05 15:36:47 main:574] : INFO : Epoch 1940 | loss: 0.0311551 | val_loss: 0.0311738 | Time: 5353.89 ms [2022-02-05 15:36:53 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 5333.96 ms [2022-02-05 15:36:58 main:574] : INFO : Epoch 1942 | loss: 0.0311579 | val_loss: 0.0311711 | Time: 5369.95 ms [2022-02-05 15:37:03 main:574] : INFO : Epoch 1943 | loss: 0.0311563 | val_loss: 0.031175 | Time: 5343.95 ms [2022-02-05 15:37:09 main:574] : INFO : Epoch 1944 | loss: 0.0311567 | val_loss: 0.0311757 | Time: 5339.01 ms [2022-02-05 15:37:14 main:574] : INFO : Epoch 1945 | loss: 0.0311561 | val_loss: 0.0311772 | Time: 5358.07 ms [2022-02-05 15:37:20 main:574] : INFO : Epoch 1946 | loss: 0.0311587 | val_loss: 0.0311782 | Time: 5370.76 ms [2022-02-05 15:37:25 main:574] : INFO : Epoch 1947 | loss: 0.0311542 | val_loss: 0.0311764 | Time: 5328.36 ms [2022-02-05 15:37:30 main:574] : INFO : Epoch 1948 | loss: 0.0311526 | val_loss: 0.0311769 | Time: 5282.63 ms [2022-02-05 15:37:36 main:574] : INFO : Epoch 1949 | loss: 0.0311552 | val_loss: 0.0311821 | Time: 5350.56 ms [2022-02-05 15:37:41 main:574] : INFO : Epoch 1950 | loss: 0.0311562 | val_loss: 0.0311808 | Time: 5299.55 ms [2022-02-05 15:37:46 main:574] : INFO : Epoch 1951 | loss: 0.0311557 | val_loss: 0.031178 | Time: 5301.5 ms [2022-02-05 15:37:52 main:574] : INFO : Epoch 1952 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 5436.45 ms [2022-02-05 15:37:57 main:574] : INFO : Epoch 1953 | loss: 0.031155 | val_loss: 0.0311723 | Time: 5371.45 ms [2022-02-05 15:38:02 main:574] : INFO : Epoch 1954 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 5373.82 ms [2022-02-05 15:38:08 main:574] : INFO : Epoch 1955 | loss: 0.0311544 | val_loss: 0.0311828 | Time: 5326.89 ms [2022-02-05 15:38:13 main:574] : INFO : Epoch 1956 | loss: 0.031159 | val_loss: 0.031174 | Time: 5359.98 ms [2022-02-05 15:38:18 main:574] : INFO : Epoch 1957 | loss: 0.0311565 | val_loss: 0.0311758 | Time: 5340.48 ms [2022-02-05 15:38:24 main:574] : INFO : Epoch 1958 | loss: 0.0311562 | val_loss: 0.0311776 | Time: 5334.7 ms [2022-02-05 15:38:29 main:574] : INFO : Epoch 1959 | loss: 0.0311524 | val_loss: 0.0311747 | Time: 5345.39 ms [2022-02-05 15:38:35 main:574] : INFO : Epoch 1960 | loss: 0.0311507 | val_loss: 0.0311734 | Time: 5403.29 ms [2022-02-05 15:38:40 main:574] : INFO : Epoch 1961 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 5317.31 ms [2022-02-05 15:38:45 main:574] : INFO : Epoch 1962 | loss: 0.0311567 | val_loss: 0.0311801 | Time: 5291.39 ms [2022-02-05 15:38:51 main:574] : INFO : Epoch 1963 | loss: 0.0311531 | val_loss: 0.0311759 | Time: 5344.98 ms [2022-02-05 15:38:56 main:574] : INFO : Epoch 1964 | loss: 0.0311506 | val_loss: 0.0311768 | Time: 5289.52 ms [2022-02-05 15:39:01 main:574] : INFO : Epoch 1965 | loss: 0.0311496 | val_loss: 0.0311774 | Time: 5363.45 ms [2022-02-05 15:39:07 main:574] : INFO : Epoch 1966 | loss: 0.0311485 | val_loss: 0.0311738 | Time: 5372.19 ms [2022-02-05 15:39:12 main:574] : INFO : Epoch 1967 | loss: 0.03115 | val_loss: 0.0311714 | Time: 5345.26 ms [2022-02-05 15:39:17 main:574] : INFO : Epoch 1968 | loss: 0.0311523 | val_loss: 0.0311767 | Time: 5292.24 ms [2022-02-05 15:39:23 main:574] : INFO : Epoch 1969 | loss: 0.031152 | val_loss: 0.0311725 | Time: 5380.73 ms [2022-02-05 15:39:28 main:574] : INFO : Epoch 1970 | loss: 0.0311505 | val_loss: 0.0311728 | Time: 5333.02 ms [2022-02-05 15:39:33 main:574] : INFO : Epoch 1971 | loss: 0.0311498 | val_loss: 0.0311744 | Time: 5334.26 ms [2022-02-05 15:39:39 main:574] : INFO : Epoch 1972 | loss: 0.0311502 | val_loss: 0.0311731 | Time: 5302.81 ms [2022-02-05 15:39:44 main:574] : INFO : Epoch 1973 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 5345.52 ms [2022-02-05 15:39:50 main:574] : INFO : Epoch 1974 | loss: 0.0311513 | val_loss: 0.0311744 | Time: 5417.15 ms [2022-02-05 15:39:55 main:574] : INFO : Epoch 1975 | loss: 0.0311504 | val_loss: 0.0311724 | Time: 5295 ms [2022-02-05 15:40:00 main:574] : INFO : Epoch 1976 | loss: 0.0311506 | val_loss: 0.0311759 | Time: 5305.58 ms [2022-02-05 15:40:05 main:574] : INFO : Epoch 1977 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 5328.22 ms [2022-02-05 15:40:11 main:574] : INFO : Epoch 1978 | loss: 0.031156 | val_loss: 0.0311727 | Time: 5318.61 ms [2022-02-05 15:40:16 main:574] : INFO : Epoch 1979 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 5311.07 ms [2022-02-05 15:40:21 main:574] : INFO : Epoch 1980 | loss: 0.0311572 | val_loss: 0.0311713 | Time: 5344.98 ms [2022-02-05 15:40:27 main:574] : INFO : Epoch 1981 | loss: 0.0311589 | val_loss: 0.0311682 | Time: 5298.26 ms [2022-02-05 15:40:32 main:574] : INFO : Epoch 1982 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 5357.35 ms [2022-02-05 15:40:38 main:574] : INFO : Epoch 1983 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 5394.22 ms [2022-02-05 15:40:43 main:574] : INFO : Epoch 1984 | loss: 0.0311541 | val_loss: 0.0311717 | Time: 5328.47 ms [2022-02-05 15:40:48 main:574] : INFO : Epoch 1985 | loss: 0.0311552 | val_loss: 0.03117 | Time: 5357.49 ms [2022-02-05 15:40:54 main:574] : INFO : Epoch 1986 | loss: 0.0311537 | val_loss: 0.0311727 | Time: 5344.45 ms [2022-02-05 15:40:59 main:574] : INFO : Epoch 1987 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 5287.14 ms [2022-02-05 15:41:04 main:574] : INFO : Epoch 1988 | loss: 0.0311512 | val_loss: 0.0311812 | Time: 5301.9 ms [2022-02-05 15:41:10 main:574] : INFO : Epoch 1989 | loss: 0.0311536 | val_loss: 0.03117 | Time: 5319.38 ms [2022-02-05 15:41:15 main:574] : INFO : Epoch 1990 | loss: 0.031153 | val_loss: 0.0311748 | Time: 5313.17 ms [2022-02-05 15:41:20 main:574] : INFO : Epoch 1991 | loss: 0.0311573 | val_loss: 0.0311737 | Time: 5346.14 ms [2022-02-05 15:41:26 main:574] : INFO : Epoch 1992 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 5350.8 ms [2022-02-05 15:41:31 main:574] : INFO : Epoch 1993 | loss: 0.0311514 | val_loss: 0.031169 | Time: 5407.71 ms [2022-02-05 15:41:36 main:574] : INFO : Epoch 1994 | loss: 0.03115 | val_loss: 0.0311676 | Time: 5388.26 ms [2022-02-05 15:41:42 main:574] : INFO : Epoch 1995 | loss: 0.0311512 | val_loss: 0.031172 | Time: 5366.76 ms [2022-02-05 15:41:47 main:574] : INFO : Epoch 1996 | loss: 0.0311513 | val_loss: 0.03118 | Time: 5322.81 ms [2022-02-05 15:41:53 main:574] : INFO : Epoch 1997 | loss: 0.0311561 | val_loss: 0.0311705 | Time: 5329.89 ms [2022-02-05 15:41:58 main:574] : INFO : Epoch 1998 | loss: 0.0311512 | val_loss: 0.031169 | Time: 5369.94 ms [2022-02-05 15:42:03 main:574] : INFO : Epoch 1999 | loss: 0.0311547 | val_loss: 0.0311842 | Time: 5309.07 ms [2022-02-05 15:42:09 main:574] : INFO : Epoch 2000 | loss: 0.0311543 | val_loss: 0.0311717 | Time: 5311.55 ms [2022-02-05 15:42:14 main:574] : INFO : Epoch 2001 | loss: 0.0311478 | val_loss: 0.031171 | Time: 5345.53 ms [2022-02-05 15:42:19 main:574] : INFO : Epoch 2002 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 5303.8 ms [2022-02-05 15:42:25 main:574] : INFO : Epoch 2003 | loss: 0.0311482 | val_loss: 0.0311728 | Time: 5327.2 ms [2022-02-05 15:42:30 main:574] : INFO : Epoch 2004 | loss: 0.0311476 | val_loss: 0.0311825 | Time: 5360.99 ms [2022-02-05 15:42:35 main:574] : INFO : Epoch 2005 | loss: 0.0311493 | val_loss: 0.0311759 | Time: 5312.89 ms [2022-02-05 15:42:41 main:574] : INFO : Epoch 2006 | loss: 0.031146 | val_loss: 0.0311729 | Time: 5306.07 ms [2022-02-05 15:42:46 main:574] : INFO : Epoch 2007 | loss: 0.0311459 | val_loss: 0.0311818 | Time: 5311.2 ms [2022-02-05 15:42:51 main:574] : INFO : Epoch 2008 | loss: 0.0311475 | val_loss: 0.0311745 | Time: 5315.2 ms [2022-02-05 15:42:57 main:574] : INFO : Epoch 2009 | loss: 0.0311489 | val_loss: 0.0311701 | Time: 5279.68 ms [2022-02-05 15:43:02 main:574] : INFO : Epoch 2010 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 5358.89 ms [2022-02-05 15:43:07 main:574] : INFO : Epoch 2011 | loss: 0.0311468 | val_loss: 0.0311701 | Time: 5383.19 ms [2022-02-05 15:43:13 main:574] : INFO : Epoch 2012 | loss: 0.0311518 | val_loss: 0.0311713 | Time: 5353.36 ms [2022-02-05 15:43:18 main:574] : INFO : Epoch 2013 | loss: 0.0311533 | val_loss: 0.0311713 | Time: 5413.59 ms [2022-02-05 15:43:23 main:574] : INFO : Epoch 2014 | loss: 0.0311546 | val_loss: 0.0311713 | Time: 5346.28 ms [2022-02-05 15:43:29 main:574] : INFO : Epoch 2015 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 5359.68 ms [2022-02-05 15:43:34 main:574] : INFO : Epoch 2016 | loss: 0.0311547 | val_loss: 0.031168 | Time: 5374.88 ms [2022-02-05 15:43:40 main:574] : INFO : Epoch 2017 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 5276.95 ms [2022-02-05 15:43:45 main:574] : INFO : Epoch 2018 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 5387.99 ms [2022-02-05 15:43:50 main:574] : INFO : Epoch 2019 | loss: 0.0311511 | val_loss: 0.0311704 | Time: 5347.35 ms [2022-02-05 15:43:56 main:574] : INFO : Epoch 2020 | loss: 0.0311501 | val_loss: 0.0311721 | Time: 5322.67 ms [2022-02-05 15:44:01 main:574] : INFO : Epoch 2021 | loss: 0.0311485 | val_loss: 0.03117 | Time: 5353.27 ms [2022-02-05 15:44:06 main:574] : INFO : Epoch 2022 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 5381.9 ms [2022-02-05 15:44:12 main:574] : INFO : Epoch 2023 | loss: 0.0311537 | val_loss: 0.0311719 | Time: 5335.67 ms [2022-02-05 15:44:17 main:574] : INFO : Epoch 2024 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 5284.91 ms [2022-02-05 15:44:22 main:574] : INFO : Epoch 2025 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 5333.93 ms [2022-02-05 15:44:28 main:574] : INFO : Epoch 2026 | loss: 0.0311498 | val_loss: 0.0311707 | Time: 5294.98 ms [2022-02-05 15:44:33 main:574] : INFO : Epoch 2027 | loss: 0.0311476 | val_loss: 0.0311707 | Time: 5389.58 ms [2022-02-05 15:44:38 main:574] : INFO : Epoch 2028 | loss: 0.0311507 | val_loss: 0.0311691 | Time: 5379.86 ms [2022-02-05 15:44:44 main:574] : INFO : Epoch 2029 | loss: 0.0311545 | val_loss: 0.0311726 | Time: 5315 ms [2022-02-05 15:44:49 main:574] : INFO : Epoch 2030 | loss: 0.0311483 | val_loss: 0.0311733 | Time: 5371.64 ms [2022-02-05 15:44:55 main:574] : INFO : Epoch 2031 | loss: 0.0311467 | val_loss: 0.0311712 | Time: 5338.09 ms [2022-02-05 15:45:00 main:574] : INFO : Epoch 2032 | loss: 0.0311451 | val_loss: 0.0311717 | Time: 5329.74 ms [2022-02-05 15:45:05 main:574] : INFO : Epoch 2033 | loss: 0.0311471 | val_loss: 0.0311712 | Time: 5326.24 ms [2022-02-05 15:45:11 main:574] : INFO : Epoch 2034 | loss: 0.0311483 | val_loss: 0.031179 | Time: 5320.41 ms [2022-02-05 15:45:16 main:574] : INFO : Epoch 2035 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 5336.6 ms [2022-02-05 15:45:21 main:574] : INFO : Epoch 2036 | loss: 0.0311454 | val_loss: 0.0311751 | Time: 5379.17 ms [2022-02-05 15:45:27 main:574] : INFO : Epoch 2037 | loss: 0.0311542 | val_loss: 0.0311777 | Time: 5327.66 ms [2022-02-05 15:45:32 main:574] : INFO : Epoch 2038 | loss: 0.0311527 | val_loss: 0.0311754 | Time: 5350.74 ms [2022-02-05 15:45:37 main:574] : INFO : Epoch 2039 | loss: 0.0311497 | val_loss: 0.0311679 | Time: 5343.93 ms [2022-02-05 15:45:43 main:574] : INFO : Epoch 2040 | loss: 0.03115 | val_loss: 0.0311651 | Time: 5341.3 ms [2022-02-05 15:45:48 main:574] : INFO : Epoch 2041 | loss: 0.0311493 | val_loss: 0.0311726 | Time: 5324.43 ms [2022-02-05 15:45:53 main:574] : INFO : Epoch 2042 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 5329.06 ms [2022-02-05 15:45:59 main:574] : INFO : Epoch 2043 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 5320.33 ms [2022-02-05 15:46:04 main:574] : INFO : Epoch 2044 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 5326.91 ms [2022-02-05 15:46:09 main:574] : INFO : Epoch 2045 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 5349.5 ms [2022-02-05 15:46:15 main:574] : INFO : Epoch 2046 | loss: 0.0311492 | val_loss: 0.0311708 | Time: 5299.19 ms [2022-02-05 15:46:20 main:574] : INFO : Epoch 2047 | loss: 0.0311467 | val_loss: 0.0311706 | Time: 5329.89 ms [2022-02-05 15:46:25 main:574] : INFO : Epoch 2048 | loss: 0.0311513 | val_loss: 0.0311723 | Time: 5360.82 ms [2022-02-05 15:46:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311723 [2022-02-05 15:46:25 main:603] : INFO : Saving end state to config to file [2022-02-05 15:46:25 main:608] : INFO : Success, exiting.. 15:46:25 (23520): 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)