Task 12620694
| Name | ParityModified-1645992525-1355-0_1 |
| Workunit | 9373966 |
| Created | 6 Mar 2022, 21:59:16 UTC |
| Sent | 6 Mar 2022, 23:12:27 UTC |
| Report deadline | 14 Mar 2022, 23:12:27 UTC |
| Received | 8 Mar 2022, 3:11:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 19 hours 15 min 27 sec |
| CPU time | 7 hours 3 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:514] : INFO : Loading state
[2022-03-07 11:39:08 main:559] : INFO : Loading DataLoader into Memory
[2022-03-07 11:39:08 main:562] : INFO : Starting Training
[2022-03-07 11:39:31 main:574] : INFO : Epoch 1543 | loss: 0.0311473 | val_loss: 0.0311749 | Time: 23599.9 ms
[2022-03-07 11:39:58 main:574] : INFO : Epoch 1544 | loss: 0.0310956 | val_loss: 0.031175 | Time: 26654.8 ms
[2022-03-07 11:40:20 main:574] : INFO : Epoch 1545 | loss: 0.0310837 | val_loss: 0.0311738 | Time: 21457.1 ms
[2022-03-07 11:40:43 main:574] : INFO : Epoch 1546 | loss: 0.0310811 | val_loss: 0.0311814 | Time: 23664.5 ms
[2022-03-07 11:41:09 main:574] : INFO : Epoch 1547 | loss: 0.0310802 | val_loss: 0.0311764 | Time: 25063.3 ms
[2022-03-07 11:41:32 main:574] : INFO : Epoch 1548 | loss: 0.0310781 | val_loss: 0.0311753 | Time: 23300.1 ms
[2022-03-07 11:41:57 main:574] : INFO : Epoch 1549 | loss: 0.0310766 | val_loss: 0.0311773 | Time: 24797.5 ms
[2022-03-07 11:42:19 main:574] : INFO : Epoch 1550 | loss: 0.0310769 | val_loss: 0.0311724 | Time: 22381.6 ms
[2022-03-07 11:42:42 main:574] : INFO : Epoch 1551 | loss: 0.0310764 | val_loss: 0.0311766 | Time: 22976.6 ms
[2022-03-07 11:43:17 main:574] : INFO : Epoch 1552 | loss: 0.0310746 | val_loss: 0.0311861 | Time: 34682.6 ms
[2022-03-07 11:43:39 main:574] : INFO : Epoch 1553 | loss: 0.0310783 | val_loss: 0.0311822 | Time: 21998.3 ms
[2022-03-07 11:44:05 main:574] : INFO : Epoch 1554 | loss: 0.0310772 | val_loss: 0.0311859 | Time: 26099.4 ms
[2022-03-07 11:44:28 main:574] : INFO : Epoch 1555 | loss: 0.0310771 | val_loss: 0.031177 | Time: 23122.7 ms
[2022-03-07 11:45:10 main:574] : INFO : Epoch 1556 | loss: 0.0310746 | val_loss: 0.0311766 | Time: 41544.3 ms
[2022-03-07 11:45:34 main:574] : INFO : Epoch 1557 | loss: 0.0310744 | val_loss: 0.0311814 | Time: 23753.2 ms
[2022-03-07 11:46:01 main:574] : INFO : Epoch 1558 | loss: 0.0310737 | val_loss: 0.0311854 | Time: 27611.1 ms
[2022-03-07 11:46:27 main:574] : INFO : Epoch 1559 | loss: 0.0310775 | val_loss: 0.03117 | Time: 25380 ms
[2022-03-07 11:46:56 main:574] : INFO : Epoch 1560 | loss: 0.0310784 | val_loss: 0.0311774 | Time: 29486.7 ms
[2022-03-07 11:47:20 main:574] : INFO : Epoch 1561 | loss: 0.0310814 | val_loss: 0.0311689 | Time: 23443.8 ms
[2022-03-07 11:47:50 main:574] : INFO : Epoch 1562 | loss: 0.0310824 | val_loss: 0.0311712 | Time: 29524.1 ms
[2022-03-07 11:48:31 main:574] : INFO : Epoch 1563 | loss: 0.0310827 | val_loss: 0.0311757 | Time: 40959.8 ms
[2022-03-07 11:49:19 main:574] : INFO : Epoch 1564 | loss: 0.0310776 | val_loss: 0.0311861 | Time: 48034.9 ms
[2022-03-07 11:50:00 main:574] : INFO : Epoch 1565 | loss: 0.0310756 | val_loss: 0.031179 | Time: 41329.4 ms
[2022-03-07 11:50:27 main:574] : INFO : Epoch 1566 | loss: 0.0310781 | val_loss: 0.0311714 | Time: 26953.8 ms
[2022-03-07 11:50:52 main:574] : INFO : Epoch 1567 | loss: 0.0310763 | val_loss: 0.0311853 | Time: 24739.9 ms
[2022-03-07 11:51:30 main:574] : INFO : Epoch 1568 | loss: 0.0310768 | val_loss: 0.0311753 | Time: 38118.7 ms
[2022-03-07 11:52:00 main:574] : INFO : Epoch 1569 | loss: 0.0310756 | val_loss: 0.0311714 | Time: 29420.5 ms
[2022-03-07 11:52:28 main:574] : INFO : Epoch 1570 | loss: 0.0310758 | val_loss: 0.0311751 | Time: 28419.8 ms
[2022-03-07 11:53:02 main:574] : INFO : Epoch 1571 | loss: 0.0310773 | val_loss: 0.0311749 | Time: 33660.1 ms
[2022-03-07 11:53:39 main:574] : INFO : Epoch 1572 | loss: 0.0310772 | val_loss: 0.0311789 | Time: 36899.4 ms
[2022-03-07 11:54:10 main:574] : INFO : Epoch 1573 | loss: 0.0310798 | val_loss: 0.031183 | Time: 31360.5 ms
[2022-03-07 11:54:49 main:574] : INFO : Epoch 1574 | loss: 0.0310778 | val_loss: 0.0311813 | Time: 38850.5 ms
[2022-03-07 11:55:25 main:574] : INFO : Epoch 1575 | loss: 0.0310758 | val_loss: 0.0311818 | Time: 35417.3 ms
[2022-03-07 11:55:48 main:574] : INFO : Epoch 1576 | loss: 0.0310777 | val_loss: 0.0311801 | Time: 23665.3 ms
[2022-03-07 11:56:11 main:574] : INFO : Epoch 1577 | loss: 0.031075 | val_loss: 0.0311851 | Time: 22274.9 ms
[2022-03-07 11:56:34 main:574] : INFO : Epoch 1578 | loss: 0.0310699 | val_loss: 0.0311828 | Time: 22848.2 ms
[2022-03-07 11:56:59 main:574] : INFO : Epoch 1579 | loss: 0.0310723 | val_loss: 0.0311792 | Time: 24964.1 ms
[2022-03-07 11:57:21 main:574] : INFO : Epoch 1580 | loss: 0.0310766 | val_loss: 0.0311812 | Time: 22146.6 ms
[2022-03-07 11:57:44 main:574] : INFO : Epoch 1581 | loss: 0.0310734 | val_loss: 0.0311859 | Time: 23025.6 ms
[2022-03-07 11:58:08 main:574] : INFO : Epoch 1582 | loss: 0.0310726 | val_loss: 0.0311809 | Time: 24295.4 ms
[2022-03-07 11:58:31 main:574] : INFO : Epoch 1583 | loss: 0.0310699 | val_loss: 0.031177 | Time: 22348.3 ms
[2022-03-07 11:58:55 main:574] : INFO : Epoch 1584 | loss: 0.0310726 | val_loss: 0.0311748 | Time: 24614.5 ms
[2022-03-07 11:59:21 main:574] : INFO : Epoch 1585 | loss: 0.0310786 | val_loss: 0.0311722 | Time: 25319.4 ms
[2022-03-07 11:59:48 main:574] : INFO : Epoch 1586 | loss: 0.0310787 | val_loss: 0.031183 | Time: 27031 ms
[2022-03-07 12:02:42 main:574] : INFO : Epoch 1587 | loss: 0.0310765 | val_loss: 0.0311757 | Time: 174512 ms
[2022-03-07 12:04:17 main:574] : INFO : Epoch 1588 | loss: 0.0310794 | val_loss: 0.0311799 | Time: 94714.4 ms
[2022-03-07 12:05:53 main:574] : INFO : Epoch 1589 | loss: 0.0310859 | val_loss: 0.0311865 | Time: 95242.8 ms
[2022-03-07 12:07:56 main:574] : INFO : Epoch 1590 | loss: 0.0310818 | val_loss: 0.031181 | Time: 122866 ms
[2022-03-07 12:09:58 main:574] : INFO : Epoch 1591 | loss: 0.0310787 | val_loss: 0.0311775 | Time: 121777 ms
[2022-03-07 12:11:32 main:574] : INFO : Epoch 1592 | loss: 0.0310729 | val_loss: 0.0311807 | Time: 93942.6 ms
[2022-03-07 12:13:03 main:574] : INFO : Epoch 1593 | loss: 0.0310718 | val_loss: 0.0311851 | Time: 91145.8 ms
[2022-03-07 12:14:38 main:574] : INFO : Epoch 1594 | loss: 0.0310703 | val_loss: 0.0311823 | Time: 95076.9 ms
[2022-03-07 12:16:54 main:574] : INFO : Epoch 1595 | loss: 0.0310744 | val_loss: 0.0311747 | Time: 135700 ms
[2022-03-07 12:18:44 main:574] : INFO : Epoch 1596 | loss: 0.0310731 | val_loss: 0.0311807 | Time: 107598 ms
[2022-03-07 12:20:05 main:574] : INFO : Epoch 1597 | loss: 0.0310695 | val_loss: 0.0311761 | Time: 81235.2 ms
[2022-03-07 12:21:55 main:574] : INFO : Epoch 1598 | loss: 0.0310693 | val_loss: 0.0311802 | Time: 109460 ms
[2022-03-07 12:23:43 main:574] : INFO : Epoch 1599 | loss: 0.0310729 | val_loss: 0.0311764 | Time: 107916 ms
[2022-03-07 12:24:54 main:574] : INFO : Epoch 1600 | loss: 0.0310716 | val_loss: 0.0311907 | Time: 70955.2 ms
[2022-03-07 12:26:36 main:574] : INFO : Epoch 1601 | loss: 0.0310675 | val_loss: 0.0311771 | Time: 102122 ms
[2022-03-07 12:27:56 main:574] : INFO : Epoch 1602 | loss: 0.0310678 | val_loss: 0.0311785 | Time: 79845.5 ms
[2022-03-07 12:28:55 main:574] : INFO : Epoch 1603 | loss: 0.0310695 | val_loss: 0.031185 | Time: 58776.1 ms
[2022-03-07 12:30:31 main:574] : INFO : Epoch 1604 | loss: 0.0310779 | val_loss: 0.0311901 | Time: 95286.6 ms
[2022-03-07 12:31:35 main:574] : INFO : Epoch 1605 | loss: 0.0310755 | val_loss: 0.0311926 | Time: 63204.7 ms
[2022-03-07 12:32:48 main:574] : INFO : Epoch 1606 | loss: 0.0310718 | val_loss: 0.0311801 | Time: 72706 ms
[2022-03-07 12:34:01 main:574] : INFO : Epoch 1607 | loss: 0.0310696 | val_loss: 0.0311799 | Time: 72891.7 ms
[2022-03-07 12:35:06 main:574] : INFO : Epoch 1608 | loss: 0.0310713 | val_loss: 0.0311743 | Time: 65212.1 ms
[2022-03-07 12:36:10 main:574] : INFO : Epoch 1609 | loss: 0.0310721 | val_loss: 0.0311852 | Time: 63569.3 ms
[2022-03-07 12:37:16 main:574] : INFO : Epoch 1610 | loss: 0.0310683 | val_loss: 0.0311951 | Time: 66142.8 ms
[2022-03-07 12:38:34 main:574] : INFO : Epoch 1611 | loss: 0.0310915 | val_loss: 0.0311688 | Time: 78106.5 ms
[2022-03-07 12:39:07 main:574] : INFO : Epoch 1612 | loss: 0.0310954 | val_loss: 0.0311738 | Time: 32463.6 ms
[2022-03-07 12:42:21 main:574] : INFO : Epoch 1613 | loss: 0.0310867 | val_loss: 0.0311848 | Time: 194380 ms
[2022-03-07 12:45:45 main:574] : INFO : Epoch 1614 | loss: 0.0310791 | val_loss: 0.0311779 | Time: 203919 ms
[2022-03-07 12:48:13 main:574] : INFO : Epoch 1615 | loss: 0.0310773 | val_loss: 0.0311806 | Time: 147953 ms
[2022-03-07 12:50:58 main:574] : INFO : Epoch 1616 | loss: 0.0310777 | val_loss: 0.0311838 | Time: 164450 ms
[2022-03-07 12:51:27 main:574] : INFO : Epoch 1617 | loss: 0.0310787 | val_loss: 0.0311831 | Time: 28590.8 ms
[2022-03-07 12:51:58 main:574] : INFO : Epoch 1618 | loss: 0.031076 | val_loss: 0.0311716 | Time: 30871 ms
[2022-03-07 12:52:27 main:574] : INFO : Epoch 1619 | loss: 0.0310757 | val_loss: 0.0311796 | Time: 29242.6 ms
[2022-03-07 12:52:57 main:574] : INFO : Epoch 1620 | loss: 0.0310784 | val_loss: 0.0311832 | Time: 29822.7 ms
[2022-03-07 12:53:28 main:574] : INFO : Epoch 1621 | loss: 0.031079 | val_loss: 0.0311856 | Time: 31057.6 ms
[2022-03-07 12:53:58 main:574] : INFO : Epoch 1622 | loss: 0.0310744 | val_loss: 0.0311888 | Time: 29629.7 ms
[2022-03-07 12:54:27 main:574] : INFO : Epoch 1623 | loss: 0.0310728 | val_loss: 0.0311832 | Time: 29726 ms
[2022-03-07 12:54:57 main:574] : INFO : Epoch 1624 | loss: 0.0310743 | val_loss: 0.0311778 | Time: 29757.2 ms
[2022-03-07 12:55:27 main:574] : INFO : Epoch 1625 | loss: 0.0310753 | val_loss: 0.0311796 | Time: 29746.9 ms
[2022-03-07 12:55:57 main:574] : INFO : Epoch 1626 | loss: 0.0310713 | val_loss: 0.0311786 | Time: 30238.5 ms
[2022-03-07 12:56:27 main:574] : INFO : Epoch 1627 | loss: 0.0310704 | val_loss: 0.0311826 | Time: 29479 ms
[2022-03-07 12:56:57 main:574] : INFO : Epoch 1628 | loss: 0.0310707 | val_loss: 0.0311813 | Time: 30119.2 ms
[2022-03-07 12:57:27 main:574] : INFO : Epoch 1629 | loss: 0.0310665 | val_loss: 0.0311841 | Time: 30146.9 ms
[2022-03-07 12:57:57 main:574] : INFO : Epoch 1630 | loss: 0.0310688 | val_loss: 0.0311807 | Time: 30061.9 ms
[2022-03-07 12:58:28 main:574] : INFO : Epoch 1631 | loss: 0.0310705 | val_loss: 0.0311792 | Time: 30166.1 ms
[2022-03-07 12:58:57 main:574] : INFO : Epoch 1632 | loss: 0.0310726 | val_loss: 0.0311746 | Time: 29445.3 ms
[2022-03-07 12:59:27 main:574] : INFO : Epoch 1633 | loss: 0.0310751 | val_loss: 0.0311705 | Time: 29864.1 ms
[2022-03-07 12:59:57 main:574] : INFO : Epoch 1634 | loss: 0.0310776 | val_loss: 0.0311867 | Time: 29675.9 ms
[2022-03-07 13:00:26 main:574] : INFO : Epoch 1635 | loss: 0.0310745 | val_loss: 0.0311743 | Time: 29568.9 ms
[2022-03-07 13:00:56 main:574] : INFO : Epoch 1636 | loss: 0.03108 | val_loss: 0.0311906 | Time: 29504.6 ms
[2022-03-07 13:02:12 main:574] : INFO : Epoch 1637 | loss: 0.0310809 | val_loss: 0.0311877 | Time: 76305.8 ms
[2022-03-07 13:02:41 main:574] : INFO : Epoch 1638 | loss: 0.0310748 | val_loss: 0.031182 | Time: 28784.5 ms
[2022-03-07 13:03:09 main:574] : INFO : Epoch 1639 | loss: 0.0310745 | val_loss: 0.0311875 | Time: 27793.7 ms
[2022-03-07 13:03:39 main:574] : INFO : Epoch 1640 | loss: 0.0310748 | val_loss: 0.0311908 | Time: 29932.6 ms
[2022-03-07 13:04:10 main:574] : INFO : Epoch 1641 | loss: 0.0310716 | val_loss: 0.031184 | Time: 30546.1 ms
[2022-03-07 13:04:39 main:574] : INFO : Epoch 1642 | loss: 0.0310681 | val_loss: 0.0311895 | Time: 29558.2 ms
[2022-03-07 13:05:09 main:574] : INFO : Epoch 1643 | loss: 0.0310696 | val_loss: 0.0311781 | Time: 30019.7 ms
[2022-03-07 13:05:39 main:574] : INFO : Epoch 1644 | loss: 0.0310668 | val_loss: 0.0311774 | Time: 29679.9 ms
[2022-03-07 13:06:08 main:574] : INFO : Epoch 1645 | loss: 0.0310666 | val_loss: 0.0311808 | Time: 29175.9 ms
[2022-03-07 13:06:38 main:574] : INFO : Epoch 1646 | loss: 0.0310756 | val_loss: 0.0311881 | Time: 29603.6 ms
[2022-03-07 13:07:08 main:574] : INFO : Epoch 1647 | loss: 0.0310872 | val_loss: 0.0311687 | Time: 29547.3 ms
[2022-03-07 13:07:37 main:574] : INFO : Epoch 1648 | loss: 0.0310846 | val_loss: 0.03117 | Time: 29475 ms
[2022-03-07 13:08:08 main:574] : INFO : Epoch 1649 | loss: 0.0310751 | val_loss: 0.0311858 | Time: 31005.4 ms
[2022-03-07 13:08:39 main:574] : INFO : Epoch 1650 | loss: 0.031074 | val_loss: 0.03118 | Time: 30294.1 ms
[2022-03-07 13:09:09 main:574] : INFO : Epoch 1651 | loss: 0.0310736 | val_loss: 0.0311728 | Time: 29861.9 ms
[2022-03-07 13:09:39 main:574] : INFO : Epoch 1652 | loss: 0.031071 | val_loss: 0.031181 | Time: 29869 ms
[2022-03-07 13:10:08 main:574] : INFO : Epoch 1653 | loss: 0.0310721 | val_loss: 0.0311835 | Time: 29785.5 ms
[2022-03-07 13:10:38 main:574] : INFO : Epoch 1654 | loss: 0.0310779 | val_loss: 0.0311768 | Time: 30014.3 ms
[2022-03-07 13:11:08 main:574] : INFO : Epoch 1655 | loss: 0.0310845 | val_loss: 0.0311835 | Time: 29758.5 ms
[2022-03-07 13:11:39 main:574] : INFO : Epoch 1656 | loss: 0.0310864 | val_loss: 0.0311781 | Time: 30330.3 ms
[2022-03-07 13:12:08 main:574] : INFO : Epoch 1657 | loss: 0.0310841 | val_loss: 0.0311804 | Time: 29455.6 ms
[2022-03-07 13:12:38 main:574] : INFO : Epoch 1658 | loss: 0.0310767 | val_loss: 0.0311834 | Time: 29495.8 ms
[2022-03-07 13:13:09 main:574] : INFO : Epoch 1659 | loss: 0.0310742 | val_loss: 0.0311792 | Time: 31445.2 ms
[2022-03-07 13:13:39 main:574] : INFO : Epoch 1660 | loss: 0.0310707 | val_loss: 0.0311745 | Time: 30061.8 ms
[2022-03-07 13:14:09 main:574] : INFO : Epoch 1661 | loss: 0.0310692 | val_loss: 0.0311786 | Time: 30030.7 ms
[2022-03-07 13:14:39 main:574] : INFO : Epoch 1662 | loss: 0.0310714 | val_loss: 0.0311815 | Time: 29436.5 ms
[2022-03-07 13:15:10 main:574] : INFO : Epoch 1663 | loss: 0.0310745 | val_loss: 0.0311828 | Time: 30548.5 ms
[2022-03-07 13:15:39 main:574] : INFO : Epoch 1664 | loss: 0.0310761 | val_loss: 0.0311827 | Time: 29441.6 ms
[2022-03-07 13:16:02 main:574] : INFO : Epoch 1665 | loss: 0.0310772 | val_loss: 0.0311833 | Time: 22693.8 ms
[2022-03-07 13:16:30 main:574] : INFO : Epoch 1666 | loss: 0.0310743 | val_loss: 0.0311895 | Time: 28348.5 ms
[2022-03-07 13:16:49 main:574] : INFO : Epoch 1667 | loss: 0.0310764 | val_loss: 0.0311816 | Time: 18586.1 ms
[2022-03-07 13:17:11 main:574] : INFO : Epoch 1668 | loss: 0.03108 | val_loss: 0.0311912 | Time: 21976.4 ms
[2022-03-07 13:17:30 main:574] : INFO : Epoch 1669 | loss: 0.0310772 | val_loss: 0.0311889 | Time: 19434.5 ms
[2022-03-07 13:17:49 main:574] : INFO : Epoch 1670 | loss: 0.0310752 | val_loss: 0.0311863 | Time: 18679.1 ms
[2022-03-07 13:18:07 main:574] : INFO : Epoch 1671 | loss: 0.0310725 | val_loss: 0.0311806 | Time: 17968 ms
[2022-03-07 13:18:24 main:574] : INFO : Epoch 1672 | loss: 0.0310706 | val_loss: 0.031183 | Time: 17268.1 ms
[2022-03-07 13:18:42 main:574] : INFO : Epoch 1673 | loss: 0.0310717 | val_loss: 0.0311757 | Time: 17369.9 ms
[2022-03-07 13:19:00 main:574] : INFO : Epoch 1674 | loss: 0.031083 | val_loss: 0.0311841 | Time: 17917.1 ms
[2022-03-07 13:19:18 main:574] : INFO : Epoch 1675 | loss: 0.0310771 | val_loss: 0.031195 | Time: 18171.7 ms
[2022-03-07 13:19:36 main:574] : INFO : Epoch 1676 | loss: 0.0310769 | val_loss: 0.0311856 | Time: 17863.8 ms
[2022-03-07 13:19:54 main:574] : INFO : Epoch 1677 | loss: 0.0310734 | val_loss: 0.031183 | Time: 17807.7 ms
[2022-03-07 13:20:12 main:574] : INFO : Epoch 1678 | loss: 0.0310711 | val_loss: 0.0311856 | Time: 17616.1 ms
[2022-03-07 13:20:30 main:574] : INFO : Epoch 1679 | loss: 0.0310746 | val_loss: 0.0311682 | Time: 18214.1 ms
[2022-03-07 13:20:48 main:574] : INFO : Epoch 1680 | loss: 0.0310836 | val_loss: 0.0311772 | Time: 17818 ms
[2022-03-07 13:21:06 main:574] : INFO : Epoch 1681 | loss: 0.0310744 | val_loss: 0.0311878 | Time: 17999.2 ms
[2022-03-07 13:21:23 main:574] : INFO : Epoch 1682 | loss: 0.0310784 | val_loss: 0.0311795 | Time: 17458.8 ms
[2022-03-07 13:21:41 main:574] : INFO : Epoch 1683 | loss: 0.0310878 | val_loss: 0.0311793 | Time: 17473.7 ms
[2022-03-07 13:21:59 main:574] : INFO : Epoch 1684 | loss: 0.0310853 | val_loss: 0.031177 | Time: 18417.8 ms
[2022-03-07 13:22:17 main:574] : INFO : Epoch 1685 | loss: 0.031079 | val_loss: 0.0311784 | Time: 17493.7 ms
[2022-03-07 13:22:35 main:574] : INFO : Epoch 1686 | loss: 0.0310768 | val_loss: 0.0311853 | Time: 17956.1 ms
[2022-03-07 13:22:53 main:574] : INFO : Epoch 1687 | loss: 0.0310766 | val_loss: 0.031189 | Time: 17467.5 ms
[2022-03-07 13:23:11 main:574] : INFO : Epoch 1688 | loss: 0.0310729 | val_loss: 0.0311834 | Time: 17946.3 ms
[2022-03-07 13:23:29 main:574] : INFO : Epoch 1689 | loss: 0.031073 | val_loss: 0.031176 | Time: 18594 ms
[2022-03-07 13:23:48 main:574] : INFO : Epoch 1690 | loss: 0.0310701 | val_loss: 0.0311897 | Time: 18480.1 ms
[2022-03-07 13:24:05 main:574] : INFO : Epoch 1691 | loss: 0.0310687 | val_loss: 0.0311911 | Time: 17665.1 ms
[2022-03-07 13:24:22 main:574] : INFO : Epoch 1692 | loss: 0.0310721 | val_loss: 0.031191 | Time: 16885 ms
[2022-03-07 13:24:40 main:574] : INFO : Epoch 1693 | loss: 0.0310702 | val_loss: 0.0311983 | Time: 17722.4 ms
[2022-03-07 13:24:58 main:574] : INFO : Epoch 1694 | loss: 0.0310693 | val_loss: 0.0311903 | Time: 17471.2 ms
[2022-03-07 13:25:16 main:574] : INFO : Epoch 1695 | loss: 0.0310726 | val_loss: 0.0311769 | Time: 18026.1 ms
[2022-03-07 13:25:34 main:574] : INFO : Epoch 1696 | loss: 0.0310914 | val_loss: 0.0311754 | Time: 17330.3 ms
[2022-03-07 13:25:51 main:574] : INFO : Epoch 1697 | loss: 0.0310949 | val_loss: 0.0311684 | Time: 17542.6 ms
[2022-03-07 13:26:09 main:574] : INFO : Epoch 1698 | loss: 0.0310919 | val_loss: 0.0311778 | Time: 17861.1 ms
[2022-03-07 13:26:27 main:574] : INFO : Epoch 1699 | loss: 0.0310905 | val_loss: 0.031175 | Time: 17927 ms
[2022-03-07 13:26:45 main:574] : INFO : Epoch 1700 | loss: 0.0310838 | val_loss: 0.0311772 | Time: 17541 ms
[2022-03-07 13:27:02 main:574] : INFO : Epoch 1701 | loss: 0.0310781 | val_loss: 0.0311751 | Time: 17233.1 ms
[2022-03-07 13:27:20 main:574] : INFO : Epoch 1702 | loss: 0.0310823 | val_loss: 0.031177 | Time: 18323.2 ms
[2022-03-07 13:27:37 main:574] : INFO : Epoch 1703 | loss: 0.0310796 | val_loss: 0.0311812 | Time: 17124.3 ms
[2022-03-07 13:27:55 main:574] : INFO : Epoch 1704 | loss: 0.0310733 | val_loss: 0.0311891 | Time: 17766.2 ms
[2022-03-07 13:28:12 main:574] : INFO : Epoch 1705 | loss: 0.0310705 | val_loss: 0.0311898 | Time: 16872.4 ms
[2022-03-07 13:28:30 main:574] : INFO : Epoch 1706 | loss: 0.0310667 | val_loss: 0.0311975 | Time: 18141 ms
[2022-03-07 13:28:48 main:574] : INFO : Epoch 1707 | loss: 0.0310702 | val_loss: 0.031191 | Time: 17831.9 ms
[2022-03-07 13:29:06 main:574] : INFO : Epoch 1708 | loss: 0.0310711 | val_loss: 0.0311742 | Time: 17744.4 ms
[2022-03-07 13:29:24 main:574] : INFO : Epoch 1709 | loss: 0.031074 | val_loss: 0.0311992 | Time: 17937.9 ms
[2022-03-07 13:29:42 main:574] : INFO : Epoch 1710 | loss: 0.0310727 | val_loss: 0.0311916 | Time: 17374.2 ms
[2022-03-07 13:30:00 main:574] : INFO : Epoch 1711 | loss: 0.031068 | val_loss: 0.031187 | Time: 18294 ms
[2022-03-07 13:30:18 main:574] : INFO : Epoch 1712 | loss: 0.0310704 | val_loss: 0.0311787 | Time: 17666.4 ms
[2022-03-07 13:30:34 main:574] : INFO : Epoch 1713 | loss: 0.0310693 | val_loss: 0.0311758 | Time: 16408.3 ms
[2022-03-07 13:30:53 main:574] : INFO : Epoch 1714 | loss: 0.0310697 | val_loss: 0.0311838 | Time: 18159.6 ms
[2022-03-07 13:31:11 main:574] : INFO : Epoch 1715 | loss: 0.031069 | val_loss: 0.0311872 | Time: 18536.3 ms
[2022-03-07 13:31:30 main:574] : INFO : Epoch 1716 | loss: 0.0310645 | val_loss: 0.031192 | Time: 18706.3 ms
[2022-03-07 13:31:48 main:574] : INFO : Epoch 1717 | loss: 0.0310649 | val_loss: 0.0311898 | Time: 17900.5 ms
[2022-03-07 13:32:06 main:574] : INFO : Epoch 1718 | loss: 0.0310698 | val_loss: 0.0311756 | Time: 18110.3 ms
[2022-03-07 13:32:25 main:574] : INFO : Epoch 1719 | loss: 0.0310657 | val_loss: 0.0311903 | Time: 18780.5 ms
[2022-03-07 13:32:43 main:574] : INFO : Epoch 1720 | loss: 0.0310762 | val_loss: 0.0311952 | Time: 17357.5 ms
[2022-03-07 13:33:01 main:574] : INFO : Epoch 1721 | loss: 0.0310724 | val_loss: 0.0311998 | Time: 18432.3 ms
[2022-03-07 13:33:19 main:574] : INFO : Epoch 1722 | loss: 0.0310699 | val_loss: 0.0311973 | Time: 18041.7 ms
[2022-03-07 13:33:37 main:574] : INFO : Epoch 1723 | loss: 0.03107 | val_loss: 0.0311863 | Time: 18037.7 ms
[2022-03-07 13:33:56 main:574] : INFO : Epoch 1724 | loss: 0.0310733 | val_loss: 0.031182 | Time: 18167.3 ms
[2022-03-07 13:34:14 main:574] : INFO : Epoch 1725 | loss: 0.0310774 | val_loss: 0.0311914 | Time: 17899.2 ms
[2022-03-07 13:34:32 main:574] : INFO : Epoch 1726 | loss: 0.0310763 | val_loss: 0.0311842 | Time: 17918.1 ms
[2022-03-07 13:34:50 main:574] : INFO : Epoch 1727 | loss: 0.0310732 | val_loss: 0.0311896 | Time: 18046.9 ms
[2022-03-07 13:35:08 main:574] : INFO : Epoch 1728 | loss: 0.0310728 | val_loss: 0.0311852 | Time: 17785.9 ms
[2022-03-07 13:35:26 main:574] : INFO : Epoch 1729 | loss: 0.0310677 | val_loss: 0.0311925 | Time: 17908.4 ms
[2022-03-07 13:35:43 main:574] : INFO : Epoch 1730 | loss: 0.0310679 | val_loss: 0.0311872 | Time: 16831.6 ms
[2022-03-07 13:36:01 main:574] : INFO : Epoch 1731 | loss: 0.0310687 | val_loss: 0.0311794 | Time: 18524.1 ms
[2022-03-07 13:36:19 main:574] : INFO : Epoch 1732 | loss: 0.0310645 | val_loss: 0.0311868 | Time: 18076.8 ms
[2022-03-07 13:36:37 main:574] : INFO : Epoch 1733 | loss: 0.0310684 | val_loss: 0.0311933 | Time: 17883.8 ms
[2022-03-07 13:36:55 main:574] : INFO : Epoch 1734 | loss: 0.031072 | val_loss: 0.0311787 | Time: 17551.5 ms
[2022-03-07 13:37:13 main:574] : INFO : Epoch 1735 | loss: 0.0310675 | val_loss: 0.0311825 | Time: 17300.5 ms
[2022-03-07 13:37:31 main:574] : INFO : Epoch 1736 | loss: 0.0310641 | val_loss: 0.0311903 | Time: 17906 ms
[2022-03-07 13:37:48 main:574] : INFO : Epoch 1737 | loss: 0.031066 | val_loss: 0.0311889 | Time: 17117.3 ms
[2022-03-07 13:38:06 main:574] : INFO : Epoch 1738 | loss: 0.0310724 | val_loss: 0.0311833 | Time: 17645 ms
[2022-03-07 13:38:23 main:574] : INFO : Epoch 1739 | loss: 0.0310804 | val_loss: 0.0311855 | Time: 17645.3 ms
[2022-03-07 13:38:42 main:574] : INFO : Epoch 1740 | loss: 0.0310769 | val_loss: 0.031185 | Time: 18440.2 ms
[2022-03-07 13:39:01 main:574] : INFO : Epoch 1741 | loss: 0.0310727 | val_loss: 0.031188 | Time: 18995.3 ms
[2022-03-07 13:39:19 main:574] : INFO : Epoch 1742 | loss: 0.0310735 | val_loss: 0.0311848 | Time: 17416.5 ms
[2022-03-07 13:39:40 main:574] : INFO : Epoch 1743 | loss: 0.0310716 | val_loss: 0.0312095 | Time: 21239.2 ms
[2022-03-07 13:40:03 main:574] : INFO : Epoch 1744 | loss: 0.0310732 | val_loss: 0.031191 | Time: 22985.2 ms
[2022-03-07 13:40:28 main:574] : INFO : Epoch 1745 | loss: 0.031079 | val_loss: 0.0311829 | Time: 24398.1 ms
[2022-03-07 13:40:51 main:574] : INFO : Epoch 1746 | loss: 0.0310754 | val_loss: 0.0311924 | Time: 23692.5 ms
[2022-03-07 13:41:14 main:574] : INFO : Epoch 1747 | loss: 0.0310761 | val_loss: 0.0311898 | Time: 22671 ms
[2022-03-07 13:41:38 main:574] : INFO : Epoch 1748 | loss: 0.0310728 | val_loss: 0.0311907 | Time: 23542.2 ms
[2022-03-07 13:42:02 main:574] : INFO : Epoch 1749 | loss: 0.0310756 | val_loss: 0.0311864 | Time: 23865.6 ms
[2022-03-07 13:42:24 main:574] : INFO : Epoch 1750 | loss: 0.0310981 | val_loss: 0.0311956 | Time: 21691.1 ms
[2022-03-07 13:42:48 main:574] : INFO : Epoch 1751 | loss: 0.0310893 | val_loss: 0.0311904 | Time: 24530 ms
[2022-03-07 13:43:22 main:574] : INFO : Epoch 1752 | loss: 0.0310785 | val_loss: 0.0311856 | Time: 33273.6 ms
[2022-03-07 13:43:44 main:574] : INFO : Epoch 1753 | loss: 0.0310764 | val_loss: 0.0312003 | Time: 21991 ms
[2022-03-07 13:44:09 main:574] : INFO : Epoch 1754 | loss: 0.0310714 | val_loss: 0.0311968 | Time: 24760.8 ms
[2022-03-07 13:44:33 main:574] : INFO : Epoch 1755 | loss: 0.0310697 | val_loss: 0.0311849 | Time: 23681.7 ms
[2022-03-07 13:44:54 main:574] : INFO : Epoch 1756 | loss: 0.0310706 | val_loss: 0.0311906 | Time: 21371.5 ms
[2022-03-07 13:45:18 main:574] : INFO : Epoch 1757 | loss: 0.0310708 | val_loss: 0.0311955 | Time: 24053.4 ms
[2022-03-07 13:45:42 main:574] : INFO : Epoch 1758 | loss: 0.0310695 | val_loss: 0.0311843 | Time: 23321.3 ms
[2022-03-07 13:46:03 main:574] : INFO : Epoch 1759 | loss: 0.0310667 | val_loss: 0.0311885 | Time: 21552.2 ms
[2022-03-07 13:46:29 main:574] : INFO : Epoch 1760 | loss: 0.0310701 | val_loss: 0.0311896 | Time: 25395.3 ms
[2022-03-07 13:46:53 main:574] : INFO : Epoch 1761 | loss: 0.0310754 | val_loss: 0.0311864 | Time: 23721.7 ms
[2022-03-07 13:47:15 main:574] : INFO : Epoch 1762 | loss: 0.0310965 | val_loss: 0.0311638 | Time: 22075.1 ms
[2022-03-07 13:47:41 main:574] : INFO : Epoch 1763 | loss: 0.0310997 | val_loss: 0.0311818 | Time: 25560.1 ms
[2022-03-07 13:48:04 main:574] : INFO : Epoch 1764 | loss: 0.0310966 | val_loss: 0.031167 | Time: 22709.3 ms
[2022-03-07 13:48:28 main:574] : INFO : Epoch 1765 | loss: 0.0310861 | val_loss: 0.0311818 | Time: 24172.2 ms
[2022-03-07 13:48:52 main:574] : INFO : Epoch 1766 | loss: 0.0310836 | val_loss: 0.0311724 | Time: 24423.1 ms
[2022-03-07 13:49:14 main:574] : INFO : Epoch 1767 | loss: 0.0310844 | val_loss: 0.0311855 | Time: 21937 ms
[2022-03-07 13:49:38 main:574] : INFO : Epoch 1768 | loss: 0.0310847 | val_loss: 0.0311929 | Time: 23656 ms
[2022-03-07 13:50:02 main:574] : INFO : Epoch 1769 | loss: 0.0310875 | val_loss: 0.0311795 | Time: 23958.2 ms
[2022-03-07 13:50:24 main:574] : INFO : Epoch 1770 | loss: 0.0310871 | val_loss: 0.0311828 | Time: 21707.8 ms
[2022-03-07 13:50:48 main:574] : INFO : Epoch 1771 | loss: 0.0310867 | val_loss: 0.0311782 | Time: 24098 ms
[2022-03-07 13:51:12 main:574] : INFO : Epoch 1772 | loss: 0.0310829 | val_loss: 0.0311853 | Time: 23893.3 ms
[2022-03-07 13:51:36 main:574] : INFO : Epoch 1773 | loss: 0.03108 | val_loss: 0.0311818 | Time: 23017 ms
[2022-03-07 13:51:57 main:574] : INFO : Epoch 1774 | loss: 0.0310854 | val_loss: 0.0311843 | Time: 21384.8 ms
[2022-03-07 13:52:24 main:574] : INFO : Epoch 1775 | loss: 0.0310789 | val_loss: 0.0311855 | Time: 25884.6 ms
[2022-03-07 13:52:48 main:574] : INFO : Epoch 1776 | loss: 0.0310749 | val_loss: 0.0311892 | Time: 24284.7 ms
[2022-03-07 13:53:13 main:574] : INFO : Epoch 1777 | loss: 0.0310748 | val_loss: 0.0311847 | Time: 24508.8 ms
[2022-03-07 13:53:34 main:574] : INFO : Epoch 1778 | loss: 0.0310747 | val_loss: 0.0311779 | Time: 21824.2 ms
[2022-03-07 13:54:00 main:574] : INFO : Epoch 1779 | loss: 0.031075 | val_loss: 0.0311812 | Time: 25606.5 ms
[2022-03-07 13:54:24 main:574] : INFO : Epoch 1780 | loss: 0.0310764 | val_loss: 0.0311885 | Time: 23246.7 ms
[2022-03-07 13:54:45 main:574] : INFO : Epoch 1781 | loss: 0.0310742 | val_loss: 0.0311845 | Time: 21509.2 ms
[2022-03-07 13:55:09 main:574] : INFO : Epoch 1782 | loss: 0.0310696 | val_loss: 0.0311859 | Time: 23912.9 ms
[2022-03-07 13:55:33 main:574] : INFO : Epoch 1783 | loss: 0.0310754 | val_loss: 0.0311819 | Time: 23874.8 ms
[2022-03-07 13:55:55 main:574] : INFO : Epoch 1784 | loss: 0.0310765 | val_loss: 0.0311898 | Time: 21843.6 ms
[2022-03-07 13:56:20 main:574] : INFO : Epoch 1785 | loss: 0.0310737 | val_loss: 0.0311814 | Time: 24942.3 ms
[2022-03-07 13:56:44 main:574] : INFO : Epoch 1786 | loss: 0.0310776 | val_loss: 0.0311862 | Time: 23752.4 ms
[2022-03-07 13:57:07 main:574] : INFO : Epoch 1787 | loss: 0.0310732 | val_loss: 0.0311882 | Time: 23243.4 ms
[2022-03-07 13:57:32 main:574] : INFO : Epoch 1788 | loss: 0.0310741 | val_loss: 0.0311886 | Time: 24754.2 ms
[2022-03-07 13:57:55 main:574] : INFO : Epoch 1789 | loss: 0.0310697 | val_loss: 0.0311942 | Time: 22201.7 ms
[2022-03-07 13:58:19 main:574] : INFO : Epoch 1790 | loss: 0.0310668 | val_loss: 0.0311816 | Time: 24332.4 ms
[2022-03-07 13:58:43 main:574] : INFO : Epoch 1791 | loss: 0.0310688 | val_loss: 0.0311809 | Time: 23922.5 ms
[2022-03-07 13:59:07 main:574] : INFO : Epoch 1792 | loss: 0.0310679 | val_loss: 0.0311943 | Time: 23522.7 ms
[2022-03-07 13:59:31 main:574] : INFO : Epoch 1793 | loss: 0.0310697 | val_loss: 0.0311915 | Time: 24475.7 ms
[2022-03-07 13:59:54 main:574] : INFO : Epoch 1794 | loss: 0.0310837 | val_loss: 0.0311775 | Time: 22915.8 ms
[2022-03-07 14:00:18 main:574] : INFO : Epoch 1795 | loss: 0.0310803 | val_loss: 0.0311769 | Time: 23464.5 ms
[2022-03-07 14:01:12 main:574] : INFO : Epoch 1796 | loss: 0.0310799 | val_loss: 0.0311849 | Time: 54428.9 ms
[2022-03-07 14:03:10 main:574] : INFO : Epoch 1797 | loss: 0.0310762 | val_loss: 0.0311931 | Time: 116931 ms
[2022-03-07 14:04:38 main:574] : INFO : Epoch 1798 | loss: 0.0310723 | val_loss: 0.0311858 | Time: 86882.7 ms
[2022-03-07 14:05:58 main:574] : INFO : Epoch 1799 | loss: 0.0310688 | val_loss: 0.0311857 | Time: 80098.6 ms
[2022-03-07 14:07:58 main:574] : INFO : Epoch 1800 | loss: 0.031067 | val_loss: 0.0311899 | Time: 120177 ms
[2022-03-07 14:09:35 main:574] : INFO : Epoch 1801 | loss: 0.0310715 | val_loss: 0.0311854 | Time: 96238.8 ms
[2022-03-07 14:11:21 main:574] : INFO : Epoch 1802 | loss: 0.0310696 | val_loss: 0.0312003 | Time: 106074 ms
[2022-03-07 14:12:54 main:574] : INFO : Epoch 1803 | loss: 0.0310727 | val_loss: 0.0311882 | Time: 93407.3 ms
[2022-03-07 14:14:30 main:574] : INFO : Epoch 1804 | loss: 0.0310745 | val_loss: 0.0311835 | Time: 95583.6 ms
[2022-03-07 14:16:06 main:574] : INFO : Epoch 1805 | loss: 0.0310731 | val_loss: 0.031195 | Time: 95874.6 ms
[2022-03-07 14:17:34 main:574] : INFO : Epoch 1806 | loss: 0.0310688 | val_loss: 0.0311904 | Time: 87543.1 ms
[2022-03-07 14:19:33 main:574] : INFO : Epoch 1807 | loss: 0.0310689 | val_loss: 0.031181 | Time: 118645 ms
[2022-03-07 14:20:54 main:574] : INFO : Epoch 1808 | loss: 0.0310677 | val_loss: 0.0311997 | Time: 80997.3 ms
[2022-03-07 14:22:42 main:574] : INFO : Epoch 1809 | loss: 0.0310763 | val_loss: 0.0311897 | Time: 108138 ms
[2022-03-07 14:24:11 main:574] : INFO : Epoch 1810 | loss: 0.0311264 | val_loss: 0.0311991 | Time: 88723.4 ms
[2022-03-07 14:25:35 main:574] : INFO : Epoch 1811 | loss: 0.0311892 | val_loss: 0.0311778 | Time: 83552.4 ms
[2022-03-07 14:27:07 main:574] : INFO : Epoch 1812 | loss: 0.0311762 | val_loss: 0.0311669 | Time: 91759 ms
[2022-03-07 14:28:03 main:574] : INFO : Epoch 1813 | loss: 0.0311634 | val_loss: 0.0311549 | Time: 55838.2 ms
[2022-03-07 14:29:11 main:574] : INFO : Epoch 1814 | loss: 0.0311533 | val_loss: 0.0311549 | Time: 66921.8 ms
[2022-03-07 14:30:20 main:574] : INFO : Epoch 1815 | loss: 0.0311474 | val_loss: 0.0311517 | Time: 68465.2 ms
[2022-03-07 14:31:38 main:574] : INFO : Epoch 1816 | loss: 0.0311433 | val_loss: 0.0311512 | Time: 77707.2 ms
[2022-03-07 14:32:39 main:574] : INFO : Epoch 1817 | loss: 0.0311392 | val_loss: 0.0311524 | Time: 60993.9 ms
[2022-03-07 14:33:52 main:574] : INFO : Epoch 1818 | loss: 0.031138 | val_loss: 0.0311543 | Time: 72744.2 ms
[2022-03-07 14:35:00 main:574] : INFO : Epoch 1819 | loss: 0.031134 | val_loss: 0.0311517 | Time: 67612.4 ms
[2022-03-07 14:36:01 main:574] : INFO : Epoch 1820 | loss: 0.0311319 | val_loss: 0.031153 | Time: 60810.9 ms
[2022-03-07 14:37:10 main:574] : INFO : Epoch 1821 | loss: 0.031131 | val_loss: 0.0311505 | Time: 68967.5 ms
[2022-03-07 14:38:04 main:574] : INFO : Epoch 1822 | loss: 0.0311294 | val_loss: 0.0311504 | Time: 53900.9 ms
[2022-03-07 14:39:00 main:574] : INFO : Epoch 1823 | loss: 0.031128 | val_loss: 0.0311547 | Time: 55206.7 ms
[2022-03-07 14:42:54 main:574] : INFO : Epoch 1824 | loss: 0.0311277 | val_loss: 0.0311512 | Time: 234663 ms
[2022-03-07 14:47:25 main:574] : INFO : Epoch 1825 | loss: 0.0311274 | val_loss: 0.0311508 | Time: 270663 ms
[2022-03-07 14:51:56 main:574] : INFO : Epoch 1826 | loss: 0.0311248 | val_loss: 0.0311532 | Time: 270739 ms
[2022-03-07 14:56:25 main:574] : INFO : Epoch 1827 | loss: 0.0311236 | val_loss: 0.031154 | Time: 269420 ms
[2022-03-07 15:00:56 main:574] : INFO : Epoch 1828 | loss: 0.0311218 | val_loss: 0.031153 | Time: 270524 ms
[2022-03-07 15:05:27 main:574] : INFO : Epoch 1829 | loss: 0.0311225 | val_loss: 0.0311509 | Time: 270990 ms
[2022-03-07 15:09:58 main:574] : INFO : Epoch 1830 | loss: 0.0311221 | val_loss: 0.0311546 | Time: 270407 ms
[2022-03-07 15:14:27 main:574] : INFO : Epoch 1831 | loss: 0.0311192 | val_loss: 0.0311526 | Time: 269434 ms
[2022-03-07 15:18:58 main:574] : INFO : Epoch 1832 | loss: 0.0311192 | val_loss: 0.0311574 | Time: 270739 ms
[2022-03-07 15:23:38 main:574] : INFO : Epoch 1833 | loss: 0.0311182 | val_loss: 0.0311533 | Time: 280064 ms
[2022-03-07 15:27:44 main:574] : INFO : Epoch 1834 | loss: 0.0311171 | val_loss: 0.0311574 | Time: 245829 ms
[2022-03-07 15:30:55 main:574] : INFO : Epoch 1835 | loss: 0.0311166 | val_loss: 0.0311578 | Time: 191174 ms
[2022-03-07 15:33:46 main:574] : INFO : Epoch 1836 | loss: 0.0311156 | val_loss: 0.0311539 | Time: 170992 ms
[2022-03-07 15:37:22 main:574] : INFO : Epoch 1837 | loss: 0.0311146 | val_loss: 0.0311557 | Time: 215430 ms
[2022-03-07 15:41:32 main:574] : INFO : Epoch 1838 | loss: 0.0311137 | val_loss: 0.0311571 | Time: 250393 ms
[2022-03-07 15:45:47 main:574] : INFO : Epoch 1839 | loss: 0.0311131 | val_loss: 0.0311566 | Time: 248728 ms
[2022-03-07 15:50:14 main:574] : INFO : Epoch 1840 | loss: 0.0311117 | val_loss: 0.0311574 | Time: 267092 ms
[2022-03-07 15:53:19 main:574] : INFO : Epoch 1841 | loss: 0.0311139 | val_loss: 0.031162 | Time: 184323 ms
[2022-03-07 15:57:49 main:574] : INFO : Epoch 1842 | loss: 0.0311127 | val_loss: 0.031157 | Time: 270567 ms
[2022-03-07 16:01:54 main:574] : INFO : Epoch 1843 | loss: 0.0311119 | val_loss: 0.0311607 | Time: 244624 ms
[2022-03-07 16:05:49 main:574] : INFO : Epoch 1844 | loss: 0.0311116 | val_loss: 0.031155 | Time: 235540 ms
[2022-03-07 16:09:57 main:574] : INFO : Epoch 1845 | loss: 0.0311108 | val_loss: 0.0311606 | Time: 247588 ms
[2022-03-07 16:14:44 main:574] : INFO : Epoch 1846 | loss: 0.0311109 | val_loss: 0.0311571 | Time: 281465 ms
[2022-03-07 16:18:32 main:574] : INFO : Epoch 1847 | loss: 0.0311176 | val_loss: 0.0311545 | Time: 228594 ms
[2022-03-07 16:22:37 main:574] : INFO : Epoch 1848 | loss: 0.0311143 | val_loss: 0.0311552 | Time: 244464 ms
[2022-03-07 16:26:56 main:574] : INFO : Epoch 1849 | loss: 0.0311123 | val_loss: 0.0311597 | Time: 258691 ms
[2022-03-07 16:30:18 main:574] : INFO : Epoch 1850 | loss: 0.0311124 | val_loss: 0.0311605 | Time: 202068 ms
[2022-03-07 16:33:59 main:574] : INFO : Epoch 1851 | loss: 0.0311126 | val_loss: 0.0311597 | Time: 220612 ms
[2022-03-07 16:37:29 main:574] : INFO : Epoch 1852 | loss: 0.0311106 | val_loss: 0.0311546 | Time: 209777 ms
[2022-03-07 16:40:52 main:574] : INFO : Epoch 1853 | loss: 0.0311083 | val_loss: 0.0311554 | Time: 202899 ms
[2022-03-07 16:46:29 main:574] : INFO : Epoch 1854 | loss: 0.0311075 | val_loss: 0.0311574 | Time: 331076 ms
[2022-03-07 16:50:29 main:574] : INFO : Epoch 1855 | loss: 0.0311063 | val_loss: 0.0311601 | Time: 239989 ms
[2022-03-07 16:54:14 main:574] : INFO : Epoch 1856 | loss: 0.0311102 | val_loss: 0.0311639 | Time: 225001 ms
[2022-03-07 16:57:21 main:574] : INFO : Epoch 1857 | loss: 0.0311083 | val_loss: 0.0311643 | Time: 186964 ms
[2022-03-07 17:00:32 main:574] : INFO : Epoch 1858 | loss: 0.0311107 | val_loss: 0.0311525 | Time: 190680 ms
[2022-03-07 17:03:32 main:574] : INFO : Epoch 1859 | loss: 0.0311083 | val_loss: 0.0311549 | Time: 174206 ms
[2022-03-07 17:07:01 main:574] : INFO : Epoch 1860 | loss: 0.0311105 | val_loss: 0.0311554 | Time: 209323 ms
[2022-03-07 17:10:02 main:574] : INFO : Epoch 1861 | loss: 0.0311084 | val_loss: 0.0311515 | Time: 180700 ms
[2022-03-07 17:13:31 main:574] : INFO : Epoch 1862 | loss: 0.0311081 | val_loss: 0.0311614 | Time: 208630 ms
[2022-03-07 17:17:03 main:574] : INFO : Epoch 1863 | loss: 0.0311076 | val_loss: 0.0311494 | Time: 212519 ms
[2022-03-07 17:20:14 main:574] : INFO : Epoch 1864 | loss: 0.0311083 | val_loss: 0.031159 | Time: 190316 ms
[2022-03-07 17:24:20 main:574] : INFO : Epoch 1865 | loss: 0.0311115 | val_loss: 0.0311567 | Time: 246301 ms
[2022-03-07 17:28:51 main:574] : INFO : Epoch 1866 | loss: 0.031112 | val_loss: 0.0311546 | Time: 270815 ms
[2022-03-07 17:33:29 main:574] : INFO : Epoch 1867 | loss: 0.0311095 | val_loss: 0.0311549 | Time: 278562 ms
[2022-03-07 17:38:08 main:574] : INFO : Epoch 1868 | loss: 0.0311075 | val_loss: 0.0311513 | Time: 278464 ms
[2022-03-07 17:42:11 main:574] : INFO : Epoch 1869 | loss: 0.0311045 | val_loss: 0.0311619 | Time: 237019 ms
[2022-03-07 17:46:50 main:574] : INFO : Epoch 1870 | loss: 0.0311029 | val_loss: 0.0311557 | Time: 279365 ms
[2022-03-07 17:51:36 main:574] : INFO : Epoch 1871 | loss: 0.0311019 | val_loss: 0.0311561 | Time: 279262 ms
[2022-03-07 17:54:38 main:574] : INFO : Epoch 1872 | loss: 0.0311042 | val_loss: 0.0311562 | Time: 182436 ms
[2022-03-07 17:55:13 main:574] : INFO : Epoch 1873 | loss: 0.0311017 | val_loss: 0.0311591 | Time: 34788.3 ms
[2022-03-07 17:55:49 main:574] : INFO : Epoch 1874 | loss: 0.0311037 | val_loss: 0.0311645 | Time: 35338.6 ms
[2022-03-07 17:56:23 main:574] : INFO : Epoch 1875 | loss: 0.0311029 | val_loss: 0.031156 | Time: 33688.9 ms
[2022-03-07 17:56:58 main:574] : INFO : Epoch 1876 | loss: 0.0310993 | val_loss: 0.031159 | Time: 35194 ms
[2022-03-07 17:57:24 main:574] : INFO : Epoch 1877 | loss: 0.0310999 | val_loss: 0.0311578 | Time: 25907.5 ms
[2022-03-07 17:57:49 main:574] : INFO : Epoch 1878 | loss: 0.0310989 | val_loss: 0.0311573 | Time: 24453.5 ms
[2022-03-07 17:58:15 main:574] : INFO : Epoch 1879 | loss: 0.0310993 | val_loss: 0.0311562 | Time: 26087 ms
[2022-03-07 17:58:41 main:574] : INFO : Epoch 1880 | loss: 0.031099 | val_loss: 0.0311649 | Time: 25468.6 ms
[2022-03-07 17:59:07 main:574] : INFO : Epoch 1881 | loss: 0.0310994 | val_loss: 0.0311593 | Time: 25955.8 ms
[2022-03-07 17:59:31 main:574] : INFO : Epoch 1882 | loss: 0.0311019 | val_loss: 0.031157 | Time: 23821.3 ms
[2022-03-07 17:59:57 main:574] : INFO : Epoch 1883 | loss: 0.0311013 | val_loss: 0.0311633 | Time: 25545.1 ms
[2022-03-07 18:00:21 main:574] : INFO : Epoch 1884 | loss: 0.0310983 | val_loss: 0.0311563 | Time: 24595.2 ms
[2022-03-07 18:00:59 main:574] : INFO : Epoch 1885 | loss: 0.0310971 | val_loss: 0.0311668 | Time: 37931.2 ms
[2022-03-07 18:03:12 main:574] : INFO : Epoch 1886 | loss: 0.0310977 | val_loss: 0.031158 | Time: 132567 ms
[2022-03-07 18:05:19 main:574] : INFO : Epoch 1887 | loss: 0.0310984 | val_loss: 0.0311614 | Time: 126989 ms
[2022-03-07 18:07:52 main:574] : INFO : Epoch 1888 | loss: 0.031098 | val_loss: 0.0311641 | Time: 152578 ms
[2022-03-07 18:09:19 main:574] : INFO : Epoch 1889 | loss: 0.0310965 | val_loss: 0.0311576 | Time: 86855 ms
[2022-03-07 18:11:36 main:574] : INFO : Epoch 1890 | loss: 0.0310966 | val_loss: 0.0311664 | Time: 136566 ms
[2022-03-07 18:13:23 main:574] : INFO : Epoch 1891 | loss: 0.0310969 | val_loss: 0.0311627 | Time: 107256 ms
[2022-03-07 18:14:50 main:574] : INFO : Epoch 1892 | loss: 0.031096 | val_loss: 0.0311618 | Time: 86936.2 ms
[2022-03-07 18:17:09 main:574] : INFO : Epoch 1893 | loss: 0.0310994 | val_loss: 0.031162 | Time: 139005 ms
[2022-03-07 18:18:56 main:574] : INFO : Epoch 1894 | loss: 0.0311011 | val_loss: 0.031162 | Time: 99978.4 ms
[2022-03-07 18:20:30 main:574] : INFO : Epoch 1895 | loss: 0.0311016 | val_loss: 0.0311594 | Time: 91957.2 ms
[2022-03-07 18:22:09 main:574] : INFO : Epoch 1896 | loss: 0.031105 | val_loss: 0.0311607 | Time: 99079.8 ms
[2022-03-07 18:23:47 main:574] : INFO : Epoch 1897 | loss: 0.0311019 | val_loss: 0.0311562 | Time: 97873 ms
[2022-03-07 18:25:26 main:574] : INFO : Epoch 1898 | loss: 0.0311027 | val_loss: 0.0311601 | Time: 98609.4 ms
[2022-03-07 18:27:21 main:574] : INFO : Epoch 1899 | loss: 0.0311082 | val_loss: 0.0311581 | Time: 114429 ms
[2022-03-07 18:28:35 main:574] : INFO : Epoch 1900 | loss: 0.0311035 | val_loss: 0.0311629 | Time: 74558.1 ms
[2022-03-07 18:30:01 main:574] : INFO : Epoch 1901 | loss: 0.0311012 | val_loss: 0.0311562 | Time: 85942.5 ms
[2022-03-07 18:31:31 main:574] : INFO : Epoch 1902 | loss: 0.0311001 | val_loss: 0.0311581 | Time: 89829.1 ms
[2022-03-07 18:32:31 main:574] : INFO : Epoch 1903 | loss: 0.0310966 | val_loss: 0.0311579 | Time: 59312.2 ms
[2022-03-07 18:33:42 main:574] : INFO : Epoch 1904 | loss: 0.0310993 | val_loss: 0.0311595 | Time: 71520 ms
[2022-03-07 18:34:54 main:574] : INFO : Epoch 1905 | loss: 0.0310974 | val_loss: 0.0311653 | Time: 71184.7 ms
[2022-03-07 18:35:56 main:574] : INFO : Epoch 1906 | loss: 0.0310957 | val_loss: 0.0311628 | Time: 61198.5 ms
[2022-03-07 18:36:58 main:574] : INFO : Epoch 1907 | loss: 0.0310973 | val_loss: 0.0311694 | Time: 61685.2 ms
[2022-03-07 18:37:52 main:574] : INFO : Epoch 1908 | loss: 0.0311031 | val_loss: 0.0311674 | Time: 54261.7 ms
[2022-03-07 18:39:02 main:574] : INFO : Epoch 1909 | loss: 0.0311031 | val_loss: 0.0311634 | Time: 70152.6 ms
[2022-03-07 18:39:57 main:574] : INFO : Epoch 1910 | loss: 0.0311028 | val_loss: 0.0311607 | Time: 54755.1 ms
[2022-03-07 18:40:51 main:574] : INFO : Epoch 1911 | loss: 0.0311013 | val_loss: 0.0311628 | Time: 53137.9 ms
[2022-03-07 18:41:21 main:574] : INFO : Epoch 1912 | loss: 0.0310974 | val_loss: 0.0311589 | Time: 30534.6 ms
[2022-03-07 18:42:11 main:574] : INFO : Epoch 1913 | loss: 0.0310965 | val_loss: 0.0311603 | Time: 49601.1 ms
[2022-03-07 18:42:41 main:574] : INFO : Epoch 1914 | loss: 0.0310962 | val_loss: 0.0311618 | Time: 30396.4 ms
[2022-03-07 18:43:37 main:574] : INFO : Epoch 1915 | loss: 0.0310934 | val_loss: 0.0311707 | Time: 55810.7 ms
[2022-03-07 18:44:11 main:574] : INFO : Epoch 1916 | loss: 0.0310927 | val_loss: 0.0311666 | Time: 33924 ms
[2022-03-07 18:45:12 main:574] : INFO : Epoch 1917 | loss: 0.0310927 | val_loss: 0.0311669 | Time: 60066.2 ms
[2022-03-07 18:45:41 main:574] : INFO : Epoch 1918 | loss: 0.0310958 | val_loss: 0.0311686 | Time: 29791.7 ms
[2022-03-07 18:47:09 main:574] : INFO : Epoch 1919 | loss: 0.0310953 | val_loss: 0.0311647 | Time: 87621 ms
[2022-03-07 18:48:45 main:574] : INFO : Epoch 1920 | loss: 0.0310983 | val_loss: 0.0311627 | Time: 95645.5 ms
[2022-03-07 18:49:45 main:574] : INFO : Epoch 1921 | loss: 0.031101 | val_loss: 0.031165 | Time: 59635.5 ms
[2022-03-07 18:50:17 main:574] : INFO : Epoch 1922 | loss: 0.031098 | val_loss: 0.0311569 | Time: 32313.5 ms
[2022-03-07 18:50:54 main:574] : INFO : Epoch 1923 | loss: 0.0310981 | val_loss: 0.031161 | Time: 36856.8 ms
[2022-03-07 18:51:43 main:574] : INFO : Epoch 1924 | loss: 0.0310969 | val_loss: 0.0311652 | Time: 48475.1 ms
[2022-03-07 18:52:12 main:574] : INFO : Epoch 1925 | loss: 0.031107 | val_loss: 0.0311577 | Time: 29036.3 ms
[2022-03-07 18:52:49 main:574] : INFO : Epoch 1926 | loss: 0.0311074 | val_loss: 0.0311548 | Time: 37078.2 ms
[2022-03-07 18:53:36 main:574] : INFO : Epoch 1927 | loss: 0.0311031 | val_loss: 0.0311561 | Time: 46409.2 ms
[2022-03-07 18:54:11 main:574] : INFO : Epoch 1928 | loss: 0.0310994 | val_loss: 0.0311602 | Time: 35012.1 ms
[2022-03-07 18:55:01 main:574] : INFO : Epoch 1929 | loss: 0.0311032 | val_loss: 0.031166 | Time: 49640.2 ms
[2022-03-07 18:55:33 main:574] : INFO : Epoch 1930 | loss: 0.0311044 | val_loss: 0.0311597 | Time: 31543.7 ms
[2022-03-07 18:56:08 main:574] : INFO : Epoch 1931 | loss: 0.0311004 | val_loss: 0.0311608 | Time: 35540.5 ms
[2022-03-07 18:57:00 main:574] : INFO : Epoch 1932 | loss: 0.0311 | val_loss: 0.0311549 | Time: 51583.3 ms
[2022-03-07 18:57:30 main:574] : INFO : Epoch 1933 | loss: 0.0311001 | val_loss: 0.0311593 | Time: 29943.6 ms
[2022-03-07 18:58:03 main:574] : INFO : Epoch 1934 | loss: 0.0311078 | val_loss: 0.0311708 | Time: 32481.6 ms
[2022-03-07 18:58:52 main:574] : INFO : Epoch 1935 | loss: 0.0311062 | val_loss: 0.0312056 | Time: 49165.6 ms
[2022-03-07 18:59:23 main:574] : INFO : Epoch 1936 | loss: 0.0322265 | val_loss: 0.0332545 | Time: 30226.6 ms
[2022-03-07 18:59:59 main:574] : INFO : Epoch 1937 | loss: 0.0367656 | val_loss: 0.0366415 | Time: 35964.3 ms
[2022-03-07 19:00:44 main:574] : INFO : Epoch 1938 | loss: 0.0382928 | val_loss: 0.0332116 | Time: 44819.2 ms
[2022-03-07 19:01:19 main:574] : INFO : Epoch 1939 | loss: 0.0324616 | val_loss: 0.0316244 | Time: 34992.2 ms
[2022-03-07 19:02:13 main:574] : INFO : Epoch 1940 | loss: 0.0314051 | val_loss: 0.0313245 | Time: 53960.4 ms
[2022-03-07 19:02:42 main:574] : INFO : Epoch 1941 | loss: 0.0312835 | val_loss: 0.031265 | Time: 28848.4 ms
[2022-03-07 19:03:16 main:574] : INFO : Epoch 1942 | loss: 0.0312553 | val_loss: 0.0312498 | Time: 33710.3 ms
[2022-03-07 19:04:05 main:574] : INFO : Epoch 1943 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 49506.2 ms
[2022-03-07 19:04:34 main:574] : INFO : Epoch 1944 | loss: 0.0312429 | val_loss: 0.0312409 | Time: 28753.8 ms
[2022-03-07 19:05:25 main:574] : INFO : Epoch 1945 | loss: 0.0312377 | val_loss: 0.0312349 | Time: 50224.2 ms
[2022-03-07 19:05:54 main:574] : INFO : Epoch 1946 | loss: 0.0312313 | val_loss: 0.0312276 | Time: 29176 ms
[2022-03-07 19:06:25 main:574] : INFO : Epoch 1947 | loss: 0.0312242 | val_loss: 0.0312202 | Time: 30992.7 ms
[2022-03-07 19:07:13 main:574] : INFO : Epoch 1948 | loss: 0.0312168 | val_loss: 0.0312119 | Time: 48244.9 ms
[2022-03-07 19:08:15 main:574] : INFO : Epoch 1949 | loss: 0.03121 | val_loss: 0.0312049 | Time: 61018.7 ms
[2022-03-07 19:09:14 main:574] : INFO : Epoch 1950 | loss: 0.0312043 | val_loss: 0.0311994 | Time: 59012 ms
[2022-03-07 19:09:42 main:574] : INFO : Epoch 1951 | loss: 0.031198 | val_loss: 0.03119 | Time: 28419.6 ms
[2022-03-07 19:10:13 main:574] : INFO : Epoch 1952 | loss: 0.0311895 | val_loss: 0.0311831 | Time: 31039.1 ms
[2022-03-07 19:11:01 main:574] : INFO : Epoch 1953 | loss: 0.0311851 | val_loss: 0.0311799 | Time: 47764.7 ms
[2022-03-07 19:11:31 main:574] : INFO : Epoch 1954 | loss: 0.0311814 | val_loss: 0.0311759 | Time: 29815 ms
[2022-03-07 19:12:04 main:574] : INFO : Epoch 1955 | loss: 0.0311781 | val_loss: 0.031173 | Time: 33130.5 ms
[2022-03-07 19:12:50 main:574] : INFO : Epoch 1956 | loss: 0.0311753 | val_loss: 0.0311712 | Time: 45720.3 ms
[2022-03-07 19:13:18 main:574] : INFO : Epoch 1957 | loss: 0.0311733 | val_loss: 0.0311694 | Time: 27394.2 ms
[2022-03-07 19:13:50 main:574] : INFO : Epoch 1958 | loss: 0.0311711 | val_loss: 0.0311681 | Time: 32223.9 ms
[2022-03-07 19:14:37 main:574] : INFO : Epoch 1959 | loss: 0.0311689 | val_loss: 0.0311657 | Time: 47011.8 ms
[2022-03-07 19:15:05 main:574] : INFO : Epoch 1960 | loss: 0.031166 | val_loss: 0.0311634 | Time: 27250.5 ms
[2022-03-07 19:15:35 main:574] : INFO : Epoch 1961 | loss: 0.0311637 | val_loss: 0.0311618 | Time: 29615.5 ms
[2022-03-07 19:16:24 main:574] : INFO : Epoch 1962 | loss: 0.031161 | val_loss: 0.0311602 | Time: 49529 ms
[2022-03-07 19:16:54 main:574] : INFO : Epoch 1963 | loss: 0.0311589 | val_loss: 0.0311579 | Time: 29190.5 ms
[2022-03-07 19:17:24 main:574] : INFO : Epoch 1964 | loss: 0.0311572 | val_loss: 0.031157 | Time: 30462.4 ms
[2022-03-07 19:18:11 main:574] : INFO : Epoch 1965 | loss: 0.0311556 | val_loss: 0.0311564 | Time: 46678.9 ms
[2022-03-07 19:18:39 main:574] : INFO : Epoch 1966 | loss: 0.0311538 | val_loss: 0.0311549 | Time: 28417 ms
[2022-03-07 19:19:11 main:574] : INFO : Epoch 1967 | loss: 0.0311529 | val_loss: 0.0311547 | Time: 31861.4 ms
[2022-03-07 19:20:03 main:574] : INFO : Epoch 1968 | loss: 0.031151 | val_loss: 0.031154 | Time: 51198.6 ms
[2022-03-07 19:20:31 main:574] : INFO : Epoch 1969 | loss: 0.0311501 | val_loss: 0.0311535 | Time: 27545.5 ms
[2022-03-07 19:21:00 main:574] : INFO : Epoch 1970 | loss: 0.0311487 | val_loss: 0.0311533 | Time: 28995 ms
[2022-03-07 19:21:48 main:574] : INFO : Epoch 1971 | loss: 0.0311478 | val_loss: 0.0311539 | Time: 48409.5 ms
[2022-03-07 19:22:16 main:574] : INFO : Epoch 1972 | loss: 0.0311474 | val_loss: 0.0311524 | Time: 26994.7 ms
[2022-03-07 19:22:44 main:574] : INFO : Epoch 1973 | loss: 0.0311469 | val_loss: 0.0311528 | Time: 28577.4 ms
[2022-03-07 19:23:15 main:574] : INFO : Epoch 1974 | loss: 0.0311455 | val_loss: 0.0311523 | Time: 31092.6 ms
[2022-03-07 19:24:02 main:574] : INFO : Epoch 1975 | loss: 0.0311439 | val_loss: 0.0311526 | Time: 46961.7 ms
[2022-03-07 19:24:32 main:574] : INFO : Epoch 1976 | loss: 0.0311434 | val_loss: 0.0311518 | Time: 29067.6 ms
[2022-03-07 19:25:32 main:574] : INFO : Epoch 1977 | loss: 0.0311425 | val_loss: 0.0311518 | Time: 59638 ms
[2022-03-07 19:25:58 main:574] : INFO : Epoch 1978 | loss: 0.0311415 | val_loss: 0.0311512 | Time: 26906.7 ms
[2022-03-07 19:26:29 main:574] : INFO : Epoch 1979 | loss: 0.0311408 | val_loss: 0.0311513 | Time: 30338.7 ms
[2022-03-07 19:27:34 main:574] : INFO : Epoch 1980 | loss: 0.0311407 | val_loss: 0.0311527 | Time: 64575.2 ms
[2022-03-07 19:30:07 main:574] : INFO : Epoch 1981 | loss: 0.03114 | val_loss: 0.031151 | Time: 153381 ms
[2022-03-07 19:30:56 main:574] : INFO : Epoch 1982 | loss: 0.0311399 | val_loss: 0.0311533 | Time: 48231.7 ms
[2022-03-07 19:31:28 main:574] : INFO : Epoch 1983 | loss: 0.0311428 | val_loss: 0.0311516 | Time: 32013.3 ms
[2022-03-07 19:31:56 main:574] : INFO : Epoch 1984 | loss: 0.0311422 | val_loss: 0.0311514 | Time: 28253.5 ms
[2022-03-07 19:32:48 main:574] : INFO : Epoch 1985 | loss: 0.0311419 | val_loss: 0.0311502 | Time: 51512.7 ms
[2022-03-07 19:33:15 main:574] : INFO : Epoch 1986 | loss: 0.0311393 | val_loss: 0.0311512 | Time: 27604.9 ms
[2022-03-07 19:33:44 main:574] : INFO : Epoch 1987 | loss: 0.0311371 | val_loss: 0.0311491 | Time: 28718.8 ms
[2022-03-07 19:34:16 main:574] : INFO : Epoch 1988 | loss: 0.0311357 | val_loss: 0.0311499 | Time: 31628.8 ms
[2022-03-07 19:35:04 main:574] : INFO : Epoch 1989 | loss: 0.0311354 | val_loss: 0.0311477 | Time: 48185 ms
[2022-03-07 19:35:31 main:574] : INFO : Epoch 1990 | loss: 0.0311337 | val_loss: 0.0311516 | Time: 27249.5 ms
[2022-03-07 19:36:01 main:574] : INFO : Epoch 1991 | loss: 0.0311318 | val_loss: 0.0311487 | Time: 29128.3 ms
[2022-03-07 19:36:49 main:574] : INFO : Epoch 1992 | loss: 0.0311303 | val_loss: 0.0311495 | Time: 47592.9 ms
[2022-03-07 19:37:16 main:574] : INFO : Epoch 1993 | loss: 0.0311294 | val_loss: 0.0311479 | Time: 27078 ms
[2022-03-07 19:37:45 main:574] : INFO : Epoch 1994 | loss: 0.0311278 | val_loss: 0.0311507 | Time: 29295.2 ms
[2022-03-07 19:38:17 main:574] : INFO : Epoch 1995 | loss: 0.031128 | val_loss: 0.0311483 | Time: 32244.2 ms
[2022-03-07 19:39:05 main:574] : INFO : Epoch 1996 | loss: 0.0311267 | val_loss: 0.0311492 | Time: 47769 ms
[2022-03-07 19:39:32 main:574] : INFO : Epoch 1997 | loss: 0.0311266 | val_loss: 0.0311489 | Time: 26740.3 ms
[2022-03-07 19:40:02 main:574] : INFO : Epoch 1998 | loss: 0.0311267 | val_loss: 0.0311478 | Time: 29349.1 ms
[2022-03-07 19:40:46 main:574] : INFO : Epoch 1999 | loss: 0.031125 | val_loss: 0.0311466 | Time: 44177.7 ms
[2022-03-07 19:41:16 main:574] : INFO : Epoch 2000 | loss: 0.0311235 | val_loss: 0.0311498 | Time: 29915.9 ms
[2022-03-07 19:41:45 main:574] : INFO : Epoch 2001 | loss: 0.031123 | val_loss: 0.0311479 | Time: 29181.1 ms
[2022-03-07 19:42:16 main:574] : INFO : Epoch 2002 | loss: 0.0311214 | val_loss: 0.0311479 | Time: 30579.9 ms
[2022-03-07 19:43:16 main:574] : INFO : Epoch 2003 | loss: 0.0311224 | val_loss: 0.0311478 | Time: 60274.4 ms
[2022-03-07 19:43:45 main:574] : INFO : Epoch 2004 | loss: 0.031122 | val_loss: 0.03115 | Time: 28541.7 ms
[2022-03-07 19:44:13 main:574] : INFO : Epoch 2005 | loss: 0.0311218 | val_loss: 0.0311469 | Time: 28382.4 ms
[2022-03-07 19:44:46 main:574] : INFO : Epoch 2006 | loss: 0.031122 | val_loss: 0.0311487 | Time: 32411.4 ms
[2022-03-07 19:45:32 main:574] : INFO : Epoch 2007 | loss: 0.0311198 | val_loss: 0.0311493 | Time: 45848.7 ms
[2022-03-07 19:45:58 main:574] : INFO : Epoch 2008 | loss: 0.0311189 | val_loss: 0.0311493 | Time: 25020 ms
[2022-03-07 19:46:27 main:574] : INFO : Epoch 2009 | loss: 0.0311174 | val_loss: 0.0311503 | Time: 29547.9 ms
[2022-03-07 19:46:59 main:574] : INFO : Epoch 2010 | loss: 0.0311169 | val_loss: 0.0311487 | Time: 31933.5 ms
[2022-03-07 19:47:46 main:574] : INFO : Epoch 2011 | loss: 0.0311162 | val_loss: 0.0311516 | Time: 42719.6 ms
[2022-03-07 19:48:12 main:574] : INFO : Epoch 2012 | loss: 0.031118 | val_loss: 0.0311517 | Time: 26437.9 ms
[2022-03-07 19:48:39 main:574] : INFO : Epoch 2013 | loss: 0.0311198 | val_loss: 0.0311525 | Time: 26788.5 ms
[2022-03-07 19:49:30 main:574] : INFO : Epoch 2014 | loss: 0.031117 | val_loss: 0.0311521 | Time: 50420.7 ms
[2022-03-07 19:49:56 main:574] : INFO : Epoch 2015 | loss: 0.0311164 | val_loss: 0.0311536 | Time: 26619.5 ms
[2022-03-07 19:50:23 main:574] : INFO : Epoch 2016 | loss: 0.0311138 | val_loss: 0.0311488 | Time: 26053 ms
[2022-03-07 19:50:54 main:574] : INFO : Epoch 2017 | loss: 0.0311147 | val_loss: 0.0311491 | Time: 30825.1 ms
[2022-03-07 19:51:41 main:574] : INFO : Epoch 2018 | loss: 0.0311128 | val_loss: 0.0311493 | Time: 47117.9 ms
[2022-03-07 19:52:10 main:574] : INFO : Epoch 2019 | loss: 0.0311139 | val_loss: 0.0311546 | Time: 28778.6 ms
[2022-03-07 19:52:37 main:574] : INFO : Epoch 2020 | loss: 0.0311161 | val_loss: 0.0311493 | Time: 26895.5 ms
[2022-03-07 19:53:08 main:574] : INFO : Epoch 2021 | loss: 0.0311128 | val_loss: 0.0311481 | Time: 31526.2 ms
[2022-03-07 19:53:57 main:574] : INFO : Epoch 2022 | loss: 0.0311119 | val_loss: 0.0311482 | Time: 48179.9 ms
[2022-03-07 19:54:25 main:574] : INFO : Epoch 2023 | loss: 0.0311107 | val_loss: 0.031153 | Time: 27912.6 ms
[2022-03-07 19:54:50 main:574] : INFO : Epoch 2024 | loss: 0.031111 | val_loss: 0.0311512 | Time: 25357.1 ms
[2022-03-07 19:55:24 main:574] : INFO : Epoch 2025 | loss: 0.0311099 | val_loss: 0.0311513 | Time: 33781.2 ms
[2022-03-07 19:56:11 main:574] : INFO : Epoch 2026 | loss: 0.0311101 | val_loss: 0.0311476 | Time: 46526.7 ms
[2022-03-07 19:56:38 main:574] : INFO : Epoch 2027 | loss: 0.031112 | val_loss: 0.0311518 | Time: 27083.8 ms
[2022-03-07 19:57:07 main:574] : INFO : Epoch 2028 | loss: 0.0311135 | val_loss: 0.031157 | Time: 28413.1 ms
[2022-03-07 19:57:37 main:574] : INFO : Epoch 2029 | loss: 0.0311147 | val_loss: 0.0311447 | Time: 29674.5 ms
[2022-03-07 19:58:11 main:574] : INFO : Epoch 2030 | loss: 0.0311115 | val_loss: 0.031147 | Time: 34763.1 ms
[2022-03-07 19:58:55 main:574] : INFO : Epoch 2031 | loss: 0.0311141 | val_loss: 0.0311477 | Time: 38565.1 ms
[2022-03-07 19:59:21 main:574] : INFO : Epoch 2032 | loss: 0.031116 | val_loss: 0.0311491 | Time: 26054.1 ms
[2022-03-07 19:59:48 main:574] : INFO : Epoch 2033 | loss: 0.031116 | val_loss: 0.0311494 | Time: 26582.6 ms
[2022-03-07 20:00:20 main:574] : INFO : Epoch 2034 | loss: 0.0311144 | val_loss: 0.0311494 | Time: 31946.1 ms
[2022-03-07 20:01:09 main:574] : INFO : Epoch 2035 | loss: 0.0311147 | val_loss: 0.0311476 | Time: 49024.7 ms
[2022-03-07 20:01:37 main:574] : INFO : Epoch 2036 | loss: 0.0311135 | val_loss: 0.0311513 | Time: 27213.9 ms
[2022-03-07 20:02:05 main:574] : INFO : Epoch 2037 | loss: 0.0311112 | val_loss: 0.0311432 | Time: 27355.4 ms
[2022-03-07 20:02:36 main:574] : INFO : Epoch 2038 | loss: 0.0311085 | val_loss: 0.0311463 | Time: 30703.9 ms
[2022-03-07 20:03:08 main:574] : INFO : Epoch 2039 | loss: 0.0311111 | val_loss: 0.0311437 | Time: 31962.5 ms
[2022-03-07 20:03:48 main:574] : INFO : Epoch 2040 | loss: 0.0311134 | val_loss: 0.0311468 | Time: 40059.3 ms
[2022-03-07 20:04:15 main:574] : INFO : Epoch 2041 | loss: 0.0311106 | val_loss: 0.031149 | Time: 27502.3 ms
[2022-03-07 20:04:44 main:574] : INFO : Epoch 2042 | loss: 0.0311107 | val_loss: 0.0311394 | Time: 28984.1 ms
[2022-03-07 20:05:19 main:574] : INFO : Epoch 2043 | loss: 0.0311084 | val_loss: 0.0311464 | Time: 34197.4 ms
[2022-03-07 20:06:08 main:574] : INFO : Epoch 2044 | loss: 0.0311068 | val_loss: 0.0311483 | Time: 48688.4 ms
[2022-03-07 20:06:37 main:574] : INFO : Epoch 2045 | loss: 0.0311071 | val_loss: 0.031144 | Time: 29323.2 ms
[2022-03-07 20:07:26 main:574] : INFO : Epoch 2046 | loss: 0.0311081 | val_loss: 0.0311492 | Time: 49072.9 ms
[2022-03-07 20:09:53 main:574] : INFO : Epoch 2047 | loss: 0.0311058 | val_loss: 0.0311434 | Time: 146422 ms
[2022-03-07 20:10:58 main:574] : INFO : Epoch 2048 | loss: 0.0311079 | val_loss: 0.0311437 | Time: 65191.7 ms
[2022-03-07 20:10:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311437
[2022-03-07 20:10:58 main:603] : INFO : Saving end state to config to file
[2022-03-07 20:10:58 main:608] : INFO : Success, exiting..
20:10:58 (12624): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)