Task 12450594
| Name | ParityModified-1645994385-1139-2-0_0 |
| Workunit | 9618164 |
| Created | 3 Mar 2022, 12:56:08 UTC |
| Sent | 7 Mar 2022, 17:40:57 UTC |
| Report deadline | 15 Mar 2022, 17:40:57 UTC |
| Received | 7 Mar 2022, 19:39:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 25 sec |
| CPU time | 40 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311774 | val_loss: 0.031178 | Time: 1235.21 ms
[2022-03-07 12:28:59 main:574] : INFO : Epoch 1543 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 1218.4 ms
[2022-03-07 12:29:01 main:574] : INFO : Epoch 1544 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 1219.84 ms
[2022-03-07 12:29:02 main:574] : INFO : Epoch 1545 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 1224.17 ms
[2022-03-07 12:29:03 main:574] : INFO : Epoch 1546 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 1224.93 ms
[2022-03-07 12:29:04 main:574] : INFO : Epoch 1547 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1219.44 ms
[2022-03-07 12:29:05 main:574] : INFO : Epoch 1548 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1207.01 ms
[2022-03-07 12:29:07 main:574] : INFO : Epoch 1549 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 1221.6 ms
[2022-03-07 12:29:08 main:574] : INFO : Epoch 1550 | loss: 0.031177 | val_loss: 0.0311815 | Time: 1213.76 ms
[2022-03-07 12:29:09 main:574] : INFO : Epoch 1551 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 1222.98 ms
[2022-03-07 12:29:10 main:574] : INFO : Epoch 1552 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1203.37 ms
[2022-03-07 12:29:12 main:574] : INFO : Epoch 1553 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 1226.63 ms
[2022-03-07 12:29:13 main:574] : INFO : Epoch 1554 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 1223.44 ms
[2022-03-07 12:29:14 main:574] : INFO : Epoch 1555 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 1218.67 ms
[2022-03-07 12:29:15 main:574] : INFO : Epoch 1556 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 1216.38 ms
[2022-03-07 12:29:16 main:574] : INFO : Epoch 1557 | loss: 0.0311809 | val_loss: 0.0311785 | Time: 1225.23 ms
[2022-03-07 12:29:18 main:574] : INFO : Epoch 1558 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 1223.9 ms
[2022-03-07 12:29:19 main:574] : INFO : Epoch 1559 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 1216.55 ms
[2022-03-07 12:29:20 main:574] : INFO : Epoch 1560 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 1215.72 ms
[2022-03-07 12:29:21 main:574] : INFO : Epoch 1561 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 1218.21 ms
[2022-03-07 12:29:23 main:574] : INFO : Epoch 1562 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1221.07 ms
[2022-03-07 12:29:24 main:574] : INFO : Epoch 1563 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 1206.76 ms
[2022-03-07 12:29:25 main:574] : INFO : Epoch 1564 | loss: 0.0311769 | val_loss: 0.031184 | Time: 1224.73 ms
[2022-03-07 12:29:26 main:574] : INFO : Epoch 1565 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 1220.62 ms
[2022-03-07 12:29:27 main:574] : INFO : Epoch 1566 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 1223.33 ms
[2022-03-07 12:29:29 main:574] : INFO : Epoch 1567 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1225.26 ms
[2022-03-07 12:29:30 main:574] : INFO : Epoch 1568 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 1224.37 ms
[2022-03-07 12:29:31 main:574] : INFO : Epoch 1569 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 1226.06 ms
[2022-03-07 12:29:32 main:574] : INFO : Epoch 1570 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 1215.93 ms
[2022-03-07 12:29:34 main:574] : INFO : Epoch 1571 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 1226.04 ms
[2022-03-07 12:29:35 main:574] : INFO : Epoch 1572 | loss: 0.0311752 | val_loss: 0.0311929 | Time: 1225.41 ms
[2022-03-07 12:29:36 main:574] : INFO : Epoch 1573 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 1214.58 ms
[2022-03-07 12:29:37 main:574] : INFO : Epoch 1574 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 1193.29 ms
[2022-03-07 12:29:38 main:574] : INFO : Epoch 1575 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 1223.27 ms
[2022-03-07 12:29:40 main:574] : INFO : Epoch 1576 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 1219.63 ms
[2022-03-07 12:29:41 main:574] : INFO : Epoch 1577 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 1222.24 ms
[2022-03-07 12:29:42 main:574] : INFO : Epoch 1578 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1223.84 ms
[2022-03-07 12:29:43 main:574] : INFO : Epoch 1579 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 1222.66 ms
[2022-03-07 12:29:45 main:574] : INFO : Epoch 1580 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1225.9 ms
[2022-03-07 12:29:46 main:574] : INFO : Epoch 1581 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1215.68 ms
[2022-03-07 12:29:47 main:574] : INFO : Epoch 1582 | loss: 0.031174 | val_loss: 0.0311765 | Time: 1222.7 ms
[2022-03-07 12:29:48 main:574] : INFO : Epoch 1583 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 1215.74 ms
[2022-03-07 12:29:49 main:574] : INFO : Epoch 1584 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 1230.05 ms
[2022-03-07 12:29:51 main:574] : INFO : Epoch 1585 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1225.41 ms
[2022-03-07 12:29:52 main:574] : INFO : Epoch 1586 | loss: 0.0311787 | val_loss: 0.03118 | Time: 1213.04 ms
[2022-03-07 12:29:53 main:574] : INFO : Epoch 1587 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 1219.62 ms
[2022-03-07 12:29:54 main:574] : INFO : Epoch 1588 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 1220.63 ms
[2022-03-07 12:29:56 main:574] : INFO : Epoch 1589 | loss: 0.0311752 | val_loss: 0.031176 | Time: 1220.14 ms
[2022-03-07 12:29:57 main:574] : INFO : Epoch 1590 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 1220.26 ms
[2022-03-07 12:29:58 main:574] : INFO : Epoch 1591 | loss: 0.0311721 | val_loss: 0.0311751 | Time: 1223.46 ms
[2022-03-07 12:29:59 main:574] : INFO : Epoch 1592 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 1223.23 ms
[2022-03-07 12:30:00 main:574] : INFO : Epoch 1593 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 1212.61 ms
[2022-03-07 12:30:02 main:574] : INFO : Epoch 1594 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1227.14 ms
[2022-03-07 12:30:03 main:574] : INFO : Epoch 1595 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 1217.77 ms
[2022-03-07 12:30:04 main:574] : INFO : Epoch 1596 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 1224.32 ms
[2022-03-07 12:30:05 main:574] : INFO : Epoch 1597 | loss: 0.0311715 | val_loss: 0.0311768 | Time: 1215.27 ms
[2022-03-07 12:30:07 main:574] : INFO : Epoch 1598 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1226.23 ms
[2022-03-07 12:30:08 main:574] : INFO : Epoch 1599 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1227.3 ms
[2022-03-07 12:30:09 main:574] : INFO : Epoch 1600 | loss: 0.031173 | val_loss: 0.0311752 | Time: 1222.38 ms
[2022-03-07 12:30:10 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 1218.86 ms
[2022-03-07 12:30:11 main:574] : INFO : Epoch 1602 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 1204.18 ms
[2022-03-07 12:30:13 main:574] : INFO : Epoch 1603 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 1223.07 ms
[2022-03-07 12:30:14 main:574] : INFO : Epoch 1604 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 1226.7 ms
[2022-03-07 12:30:15 main:574] : INFO : Epoch 1605 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 1215.97 ms
[2022-03-07 12:30:16 main:574] : INFO : Epoch 1606 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1225.42 ms
[2022-03-07 12:30:18 main:574] : INFO : Epoch 1607 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 1209.01 ms
[2022-03-07 12:30:19 main:574] : INFO : Epoch 1608 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1230.75 ms
[2022-03-07 12:30:20 main:574] : INFO : Epoch 1609 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 1221.84 ms
[2022-03-07 12:30:21 main:574] : INFO : Epoch 1610 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 1228.37 ms
[2022-03-07 12:30:22 main:574] : INFO : Epoch 1611 | loss: 0.031171 | val_loss: 0.0311744 | Time: 1227.28 ms
[2022-03-07 12:30:24 main:574] : INFO : Epoch 1612 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 1216.65 ms
[2022-03-07 12:30:25 main:574] : INFO : Epoch 1613 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 1223.49 ms
[2022-03-07 12:30:26 main:574] : INFO : Epoch 1614 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 1219.99 ms
[2022-03-07 12:30:27 main:574] : INFO : Epoch 1615 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1212.73 ms
[2022-03-07 12:30:29 main:574] : INFO : Epoch 1616 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1221.06 ms
[2022-03-07 12:30:30 main:574] : INFO : Epoch 1617 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 1223.04 ms
[2022-03-07 12:30:31 main:574] : INFO : Epoch 1618 | loss: 0.0311731 | val_loss: 0.0311894 | Time: 1222.64 ms
[2022-03-07 12:30:32 main:574] : INFO : Epoch 1619 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 1213.8 ms
[2022-03-07 12:30:33 main:574] : INFO : Epoch 1620 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 1225.32 ms
[2022-03-07 12:30:35 main:574] : INFO : Epoch 1621 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 1226.79 ms
[2022-03-07 12:30:36 main:574] : INFO : Epoch 1622 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1208.43 ms
[2022-03-07 12:30:37 main:574] : INFO : Epoch 1623 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 1223.41 ms
[2022-03-07 12:30:38 main:574] : INFO : Epoch 1624 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1224.86 ms
[2022-03-07 12:30:40 main:574] : INFO : Epoch 1625 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 1220.91 ms
[2022-03-07 12:30:41 main:574] : INFO : Epoch 1626 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 1222.78 ms
[2022-03-07 12:30:42 main:574] : INFO : Epoch 1627 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 1223.39 ms
[2022-03-07 12:30:43 main:574] : INFO : Epoch 1628 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 1226.83 ms
[2022-03-07 12:30:44 main:574] : INFO : Epoch 1629 | loss: 0.0311699 | val_loss: 0.0311836 | Time: 1232.49 ms
[2022-03-07 12:30:46 main:574] : INFO : Epoch 1630 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 1231.21 ms
[2022-03-07 12:30:47 main:574] : INFO : Epoch 1631 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 1222.07 ms
[2022-03-07 12:30:48 main:574] : INFO : Epoch 1632 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 1213.72 ms
[2022-03-07 12:30:49 main:574] : INFO : Epoch 1633 | loss: 0.0311691 | val_loss: 0.0311834 | Time: 1219.43 ms
[2022-03-07 12:30:51 main:574] : INFO : Epoch 1634 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 1217.93 ms
[2022-03-07 12:30:52 main:574] : INFO : Epoch 1635 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 1223.78 ms
[2022-03-07 12:30:53 main:574] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 1223.03 ms
[2022-03-07 12:30:54 main:574] : INFO : Epoch 1637 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1219.41 ms
[2022-03-07 12:30:55 main:574] : INFO : Epoch 1638 | loss: 0.0311751 | val_loss: 0.0311749 | Time: 1237.37 ms
[2022-03-07 12:30:57 main:574] : INFO : Epoch 1639 | loss: 0.031176 | val_loss: 0.0311879 | Time: 1224.99 ms
[2022-03-07 12:30:58 main:574] : INFO : Epoch 1640 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 1232.36 ms
[2022-03-07 12:30:59 main:574] : INFO : Epoch 1641 | loss: 0.0311825 | val_loss: 0.0311811 | Time: 1188.97 ms
[2022-03-07 12:31:00 main:574] : INFO : Epoch 1642 | loss: 0.0311766 | val_loss: 0.0311748 | Time: 1207.88 ms
[2022-03-07 12:31:02 main:574] : INFO : Epoch 1643 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 1225.18 ms
[2022-03-07 12:31:03 main:574] : INFO : Epoch 1644 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 1219.1 ms
[2022-03-07 12:31:04 main:574] : INFO : Epoch 1645 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1218.37 ms
[2022-03-07 12:31:05 main:574] : INFO : Epoch 1646 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1204.21 ms
[2022-03-07 12:31:06 main:574] : INFO : Epoch 1647 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 1223.55 ms
[2022-03-07 12:31:08 main:574] : INFO : Epoch 1648 | loss: 0.0311758 | val_loss: 0.0311851 | Time: 1178.25 ms
[2022-03-07 12:31:09 main:574] : INFO : Epoch 1649 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 1221.75 ms
[2022-03-07 12:31:10 main:574] : INFO : Epoch 1650 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 1226.45 ms
[2022-03-07 12:31:11 main:574] : INFO : Epoch 1651 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 1220.95 ms
[2022-03-07 12:31:12 main:574] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.0311758 | Time: 1226.93 ms
[2022-03-07 12:31:14 main:574] : INFO : Epoch 1653 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1217.3 ms
[2022-03-07 12:31:15 main:574] : INFO : Epoch 1654 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1219.33 ms
[2022-03-07 12:31:16 main:574] : INFO : Epoch 1655 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1223.06 ms
[2022-03-07 12:31:17 main:574] : INFO : Epoch 1656 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 1223.12 ms
[2022-03-07 12:31:19 main:574] : INFO : Epoch 1657 | loss: 0.0311724 | val_loss: 0.0311741 | Time: 1224.47 ms
[2022-03-07 12:31:20 main:574] : INFO : Epoch 1658 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 1224.44 ms
[2022-03-07 12:31:21 main:574] : INFO : Epoch 1659 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1193.71 ms
[2022-03-07 12:31:22 main:574] : INFO : Epoch 1660 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 1228.86 ms
[2022-03-07 12:31:23 main:574] : INFO : Epoch 1661 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 1227.88 ms
[2022-03-07 12:31:25 main:574] : INFO : Epoch 1662 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1221.22 ms
[2022-03-07 12:31:26 main:574] : INFO : Epoch 1663 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1218.3 ms
[2022-03-07 12:31:27 main:574] : INFO : Epoch 1664 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 1191.41 ms
[2022-03-07 12:31:28 main:574] : INFO : Epoch 1665 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 1224.09 ms
[2022-03-07 12:31:30 main:574] : INFO : Epoch 1666 | loss: 0.0311699 | val_loss: 0.0311773 | Time: 1223.43 ms
[2022-03-07 12:31:31 main:574] : INFO : Epoch 1667 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 1227.1 ms
[2022-03-07 12:31:32 main:574] : INFO : Epoch 1668 | loss: 0.0311688 | val_loss: 0.0311748 | Time: 1214.3 ms
[2022-03-07 12:31:33 main:574] : INFO : Epoch 1669 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 1227.15 ms
[2022-03-07 12:31:34 main:574] : INFO : Epoch 1670 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 1220.04 ms
[2022-03-07 12:31:36 main:574] : INFO : Epoch 1671 | loss: 0.031169 | val_loss: 0.0311746 | Time: 1225.46 ms
[2022-03-07 12:31:37 main:574] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1223.16 ms
[2022-03-07 12:31:38 main:574] : INFO : Epoch 1673 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 1222.49 ms
[2022-03-07 12:31:39 main:574] : INFO : Epoch 1674 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 1216.46 ms
[2022-03-07 12:31:41 main:574] : INFO : Epoch 1675 | loss: 0.031172 | val_loss: 0.0311775 | Time: 1224.08 ms
[2022-03-07 12:31:42 main:574] : INFO : Epoch 1676 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 1228.18 ms
[2022-03-07 12:31:43 main:574] : INFO : Epoch 1677 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 1230.18 ms
[2022-03-07 12:31:44 main:574] : INFO : Epoch 1678 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 1216.35 ms
[2022-03-07 12:31:45 main:574] : INFO : Epoch 1679 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 1222.65 ms
[2022-03-07 12:31:47 main:574] : INFO : Epoch 1680 | loss: 0.0311703 | val_loss: 0.0311875 | Time: 1219.48 ms
[2022-03-07 12:31:48 main:574] : INFO : Epoch 1681 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 1228.7 ms
[2022-03-07 12:31:49 main:574] : INFO : Epoch 1682 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 1207.58 ms
[2022-03-07 12:31:50 main:574] : INFO : Epoch 1683 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 1221.21 ms
[2022-03-07 12:31:52 main:574] : INFO : Epoch 1684 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 1222.51 ms
[2022-03-07 12:31:53 main:574] : INFO : Epoch 1685 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 1217.77 ms
[2022-03-07 12:31:54 main:574] : INFO : Epoch 1686 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 1231.64 ms
[2022-03-07 12:31:55 main:574] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1224.33 ms
[2022-03-07 12:31:56 main:574] : INFO : Epoch 1688 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 1219.85 ms
[2022-03-07 12:31:58 main:574] : INFO : Epoch 1689 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 1222.06 ms
[2022-03-07 12:31:59 main:574] : INFO : Epoch 1690 | loss: 0.0311698 | val_loss: 0.031176 | Time: 1226.46 ms
[2022-03-07 12:32:00 main:574] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311751 | Time: 1230.94 ms
[2022-03-07 12:32:01 main:574] : INFO : Epoch 1692 | loss: 0.031167 | val_loss: 0.0311752 | Time: 1221.27 ms
[2022-03-07 12:32:03 main:574] : INFO : Epoch 1693 | loss: 0.031167 | val_loss: 0.0311755 | Time: 1220.11 ms
[2022-03-07 12:32:04 main:574] : INFO : Epoch 1694 | loss: 0.0311671 | val_loss: 0.0311803 | Time: 1232.75 ms
[2022-03-07 12:32:05 main:574] : INFO : Epoch 1695 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1228.74 ms
[2022-03-07 12:32:06 main:574] : INFO : Epoch 1696 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1223.77 ms
[2022-03-07 12:32:08 main:574] : INFO : Epoch 1697 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 1224.46 ms
[2022-03-07 12:32:09 main:574] : INFO : Epoch 1698 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1218.15 ms
[2022-03-07 12:32:10 main:574] : INFO : Epoch 1699 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 1221.77 ms
[2022-03-07 12:32:11 main:574] : INFO : Epoch 1700 | loss: 0.0311695 | val_loss: 0.0311794 | Time: 1223.55 ms
[2022-03-07 12:32:12 main:574] : INFO : Epoch 1701 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1213.59 ms
[2022-03-07 12:32:14 main:574] : INFO : Epoch 1702 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 1221.25 ms
[2022-03-07 12:32:15 main:574] : INFO : Epoch 1703 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 1218.16 ms
[2022-03-07 12:32:16 main:574] : INFO : Epoch 1704 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1197.75 ms
[2022-03-07 12:32:17 main:574] : INFO : Epoch 1705 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 1184.94 ms
[2022-03-07 12:32:18 main:574] : INFO : Epoch 1706 | loss: 0.0311675 | val_loss: 0.0311802 | Time: 1202.79 ms
[2022-03-07 12:32:20 main:574] : INFO : Epoch 1707 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 1225.28 ms
[2022-03-07 12:32:21 main:574] : INFO : Epoch 1708 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 1203.34 ms
[2022-03-07 12:32:22 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 1216.22 ms
[2022-03-07 12:32:23 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311771 | Time: 1216.46 ms
[2022-03-07 12:32:25 main:574] : INFO : Epoch 1711 | loss: 0.0311663 | val_loss: 0.0311788 | Time: 1215.68 ms
[2022-03-07 12:32:26 main:574] : INFO : Epoch 1712 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 1220.44 ms
[2022-03-07 12:32:27 main:574] : INFO : Epoch 1713 | loss: 0.031168 | val_loss: 0.0311803 | Time: 1218 ms
[2022-03-07 12:32:28 main:574] : INFO : Epoch 1714 | loss: 0.0311715 | val_loss: 0.0311904 | Time: 1228.38 ms
[2022-03-07 12:32:29 main:574] : INFO : Epoch 1715 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 1226.96 ms
[2022-03-07 12:32:31 main:574] : INFO : Epoch 1716 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1225.3 ms
[2022-03-07 12:32:32 main:574] : INFO : Epoch 1717 | loss: 0.0311844 | val_loss: 0.0312162 | Time: 1227.2 ms
[2022-03-07 12:32:33 main:574] : INFO : Epoch 1718 | loss: 0.0312082 | val_loss: 0.0312001 | Time: 1219.61 ms
[2022-03-07 12:32:34 main:574] : INFO : Epoch 1719 | loss: 0.0312029 | val_loss: 0.0311992 | Time: 1223 ms
[2022-03-07 12:32:36 main:574] : INFO : Epoch 1720 | loss: 0.0312013 | val_loss: 0.0311977 | Time: 1223.59 ms
[2022-03-07 12:32:37 main:574] : INFO : Epoch 1721 | loss: 0.031196 | val_loss: 0.0311941 | Time: 1219.25 ms
[2022-03-07 12:32:38 main:574] : INFO : Epoch 1722 | loss: 0.0311976 | val_loss: 0.0311935 | Time: 1228.64 ms
[2022-03-07 12:32:39 main:574] : INFO : Epoch 1723 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 1216.39 ms
[2022-03-07 12:32:40 main:574] : INFO : Epoch 1724 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 1214.54 ms
[2022-03-07 12:32:42 main:574] : INFO : Epoch 1725 | loss: 0.0312031 | val_loss: 0.031203 | Time: 1216.65 ms
[2022-03-07 12:32:43 main:574] : INFO : Epoch 1726 | loss: 0.0312019 | val_loss: 0.0312023 | Time: 1205.3 ms
[2022-03-07 12:32:44 main:574] : INFO : Epoch 1727 | loss: 0.0312021 | val_loss: 0.031199 | Time: 1223.63 ms
[2022-03-07 12:32:45 main:574] : INFO : Epoch 1728 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 1224.19 ms
[2022-03-07 12:32:47 main:574] : INFO : Epoch 1729 | loss: 0.0311989 | val_loss: 0.0311983 | Time: 1215.23 ms
[2022-03-07 12:32:48 main:574] : INFO : Epoch 1730 | loss: 0.0312003 | val_loss: 0.0312048 | Time: 1223.78 ms
[2022-03-07 12:32:49 main:574] : INFO : Epoch 1731 | loss: 0.0311999 | val_loss: 0.0311999 | Time: 1224.26 ms
[2022-03-07 12:32:50 main:574] : INFO : Epoch 1732 | loss: 0.031204 | val_loss: 0.0312061 | Time: 1222.33 ms
[2022-03-07 12:32:51 main:574] : INFO : Epoch 1733 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 1209.76 ms
[2022-03-07 12:32:53 main:574] : INFO : Epoch 1734 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 1220.43 ms
[2022-03-07 12:32:54 main:574] : INFO : Epoch 1735 | loss: 0.0311966 | val_loss: 0.0311971 | Time: 1214.8 ms
[2022-03-07 12:32:55 main:574] : INFO : Epoch 1736 | loss: 0.0311974 | val_loss: 0.0311968 | Time: 1224.32 ms
[2022-03-07 12:32:56 main:574] : INFO : Epoch 1737 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 1224.67 ms
[2022-03-07 12:32:58 main:574] : INFO : Epoch 1738 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 1219.83 ms
[2022-03-07 12:32:59 main:574] : INFO : Epoch 1739 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 1220.79 ms
[2022-03-07 12:33:00 main:574] : INFO : Epoch 1740 | loss: 0.0311958 | val_loss: 0.0311957 | Time: 1216.19 ms
[2022-03-07 12:33:01 main:574] : INFO : Epoch 1741 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 1221.32 ms
[2022-03-07 12:33:02 main:574] : INFO : Epoch 1742 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 1216.06 ms
[2022-03-07 12:33:04 main:574] : INFO : Epoch 1743 | loss: 0.0311941 | val_loss: 0.031196 | Time: 1222.65 ms
[2022-03-07 12:33:05 main:574] : INFO : Epoch 1744 | loss: 0.0311952 | val_loss: 0.0311952 | Time: 1220.73 ms
[2022-03-07 12:33:06 main:574] : INFO : Epoch 1745 | loss: 0.0311936 | val_loss: 0.0311952 | Time: 1223.24 ms
[2022-03-07 12:33:07 main:574] : INFO : Epoch 1746 | loss: 0.031196 | val_loss: 0.0311955 | Time: 1199.45 ms
[2022-03-07 12:33:09 main:574] : INFO : Epoch 1747 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 1225.67 ms
[2022-03-07 12:33:10 main:574] : INFO : Epoch 1748 | loss: 0.0311971 | val_loss: 0.031195 | Time: 1230.41 ms
[2022-03-07 12:33:11 main:574] : INFO : Epoch 1749 | loss: 0.031199 | val_loss: 0.0311971 | Time: 1226.44 ms
[2022-03-07 12:33:12 main:574] : INFO : Epoch 1750 | loss: 0.0312008 | val_loss: 0.0312009 | Time: 1218.34 ms
[2022-03-07 12:33:13 main:574] : INFO : Epoch 1751 | loss: 0.0312005 | val_loss: 0.031198 | Time: 1221.03 ms
[2022-03-07 12:33:15 main:574] : INFO : Epoch 1752 | loss: 0.0311993 | val_loss: 0.0311991 | Time: 1222.93 ms
[2022-03-07 12:33:16 main:574] : INFO : Epoch 1753 | loss: 0.0312008 | val_loss: 0.0311983 | Time: 1221.98 ms
[2022-03-07 12:33:17 main:574] : INFO : Epoch 1754 | loss: 0.0312012 | val_loss: 0.0311983 | Time: 1217.31 ms
[2022-03-07 12:33:18 main:574] : INFO : Epoch 1755 | loss: 0.0311988 | val_loss: 0.0311969 | Time: 1217.53 ms
[2022-03-07 12:33:20 main:574] : INFO : Epoch 1756 | loss: 0.0311971 | val_loss: 0.0311975 | Time: 1208.24 ms
[2022-03-07 12:33:21 main:574] : INFO : Epoch 1757 | loss: 0.0311979 | val_loss: 0.0312046 | Time: 1221.23 ms
[2022-03-07 12:33:22 main:574] : INFO : Epoch 1758 | loss: 0.0312003 | val_loss: 0.0311991 | Time: 1225.4 ms
[2022-03-07 12:33:23 main:574] : INFO : Epoch 1759 | loss: 0.031202 | val_loss: 0.0311978 | Time: 1224.99 ms
[2022-03-07 12:33:24 main:574] : INFO : Epoch 1760 | loss: 0.0312039 | val_loss: 0.0312091 | Time: 1229.77 ms
[2022-03-07 12:33:26 main:574] : INFO : Epoch 1761 | loss: 0.0311992 | val_loss: 0.0311965 | Time: 1223.73 ms
[2022-03-07 12:33:27 main:574] : INFO : Epoch 1762 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1219.64 ms
[2022-03-07 12:33:28 main:574] : INFO : Epoch 1763 | loss: 0.0311974 | val_loss: 0.0311954 | Time: 1229.91 ms
[2022-03-07 12:33:29 main:574] : INFO : Epoch 1764 | loss: 0.031197 | val_loss: 0.0311952 | Time: 1221.46 ms
[2022-03-07 12:33:31 main:574] : INFO : Epoch 1765 | loss: 0.0311964 | val_loss: 0.0311974 | Time: 1216.97 ms
[2022-03-07 12:33:32 main:574] : INFO : Epoch 1766 | loss: 0.0311974 | val_loss: 0.031196 | Time: 1218.99 ms
[2022-03-07 12:33:33 main:574] : INFO : Epoch 1767 | loss: 0.0311985 | val_loss: 0.0311989 | Time: 1217.93 ms
[2022-03-07 12:33:34 main:574] : INFO : Epoch 1768 | loss: 0.0311995 | val_loss: 0.0311977 | Time: 1225.42 ms
[2022-03-07 12:33:35 main:574] : INFO : Epoch 1769 | loss: 0.0311994 | val_loss: 0.0311962 | Time: 1217.89 ms
[2022-03-07 12:33:37 main:574] : INFO : Epoch 1770 | loss: 0.0311973 | val_loss: 0.0311981 | Time: 1218.84 ms
[2022-03-07 12:33:38 main:574] : INFO : Epoch 1771 | loss: 0.0311964 | val_loss: 0.0311952 | Time: 1228.11 ms
[2022-03-07 12:33:39 main:574] : INFO : Epoch 1772 | loss: 0.031197 | val_loss: 0.031197 | Time: 1223.19 ms
[2022-03-07 12:33:40 main:574] : INFO : Epoch 1773 | loss: 0.0311987 | val_loss: 0.0311969 | Time: 1216.5 ms
[2022-03-07 12:33:42 main:574] : INFO : Epoch 1774 | loss: 0.0311977 | val_loss: 0.0311947 | Time: 1220.04 ms
[2022-03-07 12:33:43 main:574] : INFO : Epoch 1775 | loss: 0.0311957 | val_loss: 0.031196 | Time: 1224.11 ms
[2022-03-07 12:33:44 main:574] : INFO : Epoch 1776 | loss: 0.0311956 | val_loss: 0.0311944 | Time: 1215.51 ms
[2022-03-07 12:33:45 main:574] : INFO : Epoch 1777 | loss: 0.0311962 | val_loss: 0.0311942 | Time: 1218.24 ms
[2022-03-07 12:33:46 main:574] : INFO : Epoch 1778 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 1222.73 ms
[2022-03-07 12:33:48 main:574] : INFO : Epoch 1779 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 1222.5 ms
[2022-03-07 12:33:49 main:574] : INFO : Epoch 1780 | loss: 0.0311962 | val_loss: 0.031197 | Time: 1231.44 ms
[2022-03-07 12:33:50 main:574] : INFO : Epoch 1781 | loss: 0.0311977 | val_loss: 0.0311943 | Time: 1228.66 ms
[2022-03-07 12:33:51 main:574] : INFO : Epoch 1782 | loss: 0.0311986 | val_loss: 0.0311937 | Time: 1223.76 ms
[2022-03-07 12:33:53 main:574] : INFO : Epoch 1783 | loss: 0.0311984 | val_loss: 0.0311949 | Time: 1222.7 ms
[2022-03-07 12:33:54 main:574] : INFO : Epoch 1784 | loss: 0.0311975 | val_loss: 0.031195 | Time: 1220.17 ms
[2022-03-07 12:33:55 main:574] : INFO : Epoch 1785 | loss: 0.031197 | val_loss: 0.0312018 | Time: 1212.48 ms
[2022-03-07 12:33:56 main:574] : INFO : Epoch 1786 | loss: 0.0311969 | val_loss: 0.0311949 | Time: 1217.52 ms
[2022-03-07 12:33:57 main:574] : INFO : Epoch 1787 | loss: 0.0311979 | val_loss: 0.0311949 | Time: 1224.84 ms
[2022-03-07 12:33:59 main:574] : INFO : Epoch 1788 | loss: 0.0311963 | val_loss: 0.0311957 | Time: 1215.16 ms
[2022-03-07 12:34:00 main:574] : INFO : Epoch 1789 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 1220.17 ms
[2022-03-07 12:34:01 main:574] : INFO : Epoch 1790 | loss: 0.0311962 | val_loss: 0.0311965 | Time: 1226.97 ms
[2022-03-07 12:34:02 main:574] : INFO : Epoch 1791 | loss: 0.031195 | val_loss: 0.0311955 | Time: 1220.46 ms
[2022-03-07 12:34:04 main:574] : INFO : Epoch 1792 | loss: 0.0311954 | val_loss: 0.031196 | Time: 1217.88 ms
[2022-03-07 12:34:05 main:574] : INFO : Epoch 1793 | loss: 0.0311989 | val_loss: 0.0312007 | Time: 1223.92 ms
[2022-03-07 12:34:06 main:574] : INFO : Epoch 1794 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1223.2 ms
[2022-03-07 12:34:07 main:574] : INFO : Epoch 1795 | loss: 0.0311953 | val_loss: 0.0311954 | Time: 1222.14 ms
[2022-03-07 12:34:08 main:574] : INFO : Epoch 1796 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 1224.27 ms
[2022-03-07 12:34:10 main:574] : INFO : Epoch 1797 | loss: 0.0311943 | val_loss: 0.0311974 | Time: 1224.45 ms
[2022-03-07 12:34:11 main:574] : INFO : Epoch 1798 | loss: 0.0311941 | val_loss: 0.031196 | Time: 1216.8 ms
[2022-03-07 12:34:12 main:574] : INFO : Epoch 1799 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1226.07 ms
[2022-03-07 12:34:13 main:574] : INFO : Epoch 1800 | loss: 0.0311946 | val_loss: 0.0311942 | Time: 1207.86 ms
[2022-03-07 12:34:15 main:574] : INFO : Epoch 1801 | loss: 0.0311941 | val_loss: 0.0311945 | Time: 1226.81 ms
[2022-03-07 12:34:16 main:574] : INFO : Epoch 1802 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 1201.21 ms
[2022-03-07 12:34:17 main:574] : INFO : Epoch 1803 | loss: 0.0311979 | val_loss: 0.0311962 | Time: 1215.44 ms
[2022-03-07 12:34:18 main:574] : INFO : Epoch 1804 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 1208.22 ms
[2022-03-07 12:34:19 main:574] : INFO : Epoch 1805 | loss: 0.0311993 | val_loss: 0.0311979 | Time: 1209.58 ms
[2022-03-07 12:34:21 main:574] : INFO : Epoch 1806 | loss: 0.0311966 | val_loss: 0.0311957 | Time: 1218.08 ms
[2022-03-07 12:34:22 main:574] : INFO : Epoch 1807 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 1226.38 ms
[2022-03-07 12:34:23 main:574] : INFO : Epoch 1808 | loss: 0.0311981 | val_loss: 0.0311985 | Time: 1222.24 ms
[2022-03-07 12:34:24 main:574] : INFO : Epoch 1809 | loss: 0.0311956 | val_loss: 0.031195 | Time: 1211.32 ms
[2022-03-07 12:34:26 main:574] : INFO : Epoch 1810 | loss: 0.0311991 | val_loss: 0.0312083 | Time: 1215.77 ms
[2022-03-07 12:34:27 main:574] : INFO : Epoch 1811 | loss: 0.0311976 | val_loss: 0.0311961 | Time: 1219.04 ms
[2022-03-07 12:34:28 main:574] : INFO : Epoch 1812 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 1222.8 ms
[2022-03-07 12:34:29 main:574] : INFO : Epoch 1813 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 1224.39 ms
[2022-03-07 12:34:30 main:574] : INFO : Epoch 1814 | loss: 0.031197 | val_loss: 0.0311954 | Time: 1221.77 ms
[2022-03-07 12:34:32 main:574] : INFO : Epoch 1815 | loss: 0.0311946 | val_loss: 0.0311951 | Time: 1223.97 ms
[2022-03-07 12:34:33 main:574] : INFO : Epoch 1816 | loss: 0.0311944 | val_loss: 0.0311957 | Time: 1221.38 ms
[2022-03-07 12:34:34 main:574] : INFO : Epoch 1817 | loss: 0.0311952 | val_loss: 0.0311946 | Time: 1222.69 ms
[2022-03-07 12:34:35 main:574] : INFO : Epoch 1818 | loss: 0.031198 | val_loss: 0.0311964 | Time: 1223.38 ms
[2022-03-07 12:34:37 main:574] : INFO : Epoch 1819 | loss: 0.0311949 | val_loss: 0.0311952 | Time: 1224.79 ms
[2022-03-07 12:34:38 main:574] : INFO : Epoch 1820 | loss: 0.0311963 | val_loss: 0.0311977 | Time: 1218.89 ms
[2022-03-07 12:34:39 main:574] : INFO : Epoch 1821 | loss: 0.0311944 | val_loss: 0.0311977 | Time: 1220.56 ms
[2022-03-07 12:34:40 main:574] : INFO : Epoch 1822 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 1231.41 ms
[2022-03-07 12:34:41 main:574] : INFO : Epoch 1823 | loss: 0.0311949 | val_loss: 0.0311945 | Time: 1224.32 ms
[2022-03-07 12:34:43 main:574] : INFO : Epoch 1824 | loss: 0.031193 | val_loss: 0.031201 | Time: 1223.74 ms
[2022-03-07 12:34:44 main:574] : INFO : Epoch 1825 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 1225.76 ms
[2022-03-07 12:34:45 main:574] : INFO : Epoch 1826 | loss: 0.0311931 | val_loss: 0.0311946 | Time: 1217.09 ms
[2022-03-07 12:34:46 main:574] : INFO : Epoch 1827 | loss: 0.0311947 | val_loss: 0.0311956 | Time: 1223.23 ms
[2022-03-07 12:34:48 main:574] : INFO : Epoch 1828 | loss: 0.0311953 | val_loss: 0.031196 | Time: 1226.11 ms
[2022-03-07 12:34:49 main:574] : INFO : Epoch 1829 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 1225.41 ms
[2022-03-07 12:34:50 main:574] : INFO : Epoch 1830 | loss: 0.0311978 | val_loss: 0.0311968 | Time: 1219.75 ms
[2022-03-07 12:34:51 main:574] : INFO : Epoch 1831 | loss: 0.0312017 | val_loss: 0.0312 | Time: 1224.4 ms
[2022-03-07 12:34:52 main:574] : INFO : Epoch 1832 | loss: 0.031196 | val_loss: 0.0311952 | Time: 1220.96 ms
[2022-03-07 12:34:54 main:574] : INFO : Epoch 1833 | loss: 0.0311963 | val_loss: 0.0311998 | Time: 1211.98 ms
[2022-03-07 12:34:55 main:574] : INFO : Epoch 1834 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 1220.32 ms
[2022-03-07 12:34:56 main:574] : INFO : Epoch 1835 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 1213.2 ms
[2022-03-07 12:34:57 main:574] : INFO : Epoch 1836 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 1225.48 ms
[2022-03-07 12:34:59 main:574] : INFO : Epoch 1837 | loss: 0.0311965 | val_loss: 0.0312068 | Time: 1222.38 ms
[2022-03-07 12:35:00 main:574] : INFO : Epoch 1838 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 1207.75 ms
[2022-03-07 12:35:01 main:574] : INFO : Epoch 1839 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 1223.4 ms
[2022-03-07 12:35:02 main:574] : INFO : Epoch 1840 | loss: 0.0311955 | val_loss: 0.031195 | Time: 1220.59 ms
[2022-03-07 12:35:03 main:574] : INFO : Epoch 1841 | loss: 0.0311922 | val_loss: 0.0311949 | Time: 1208.3 ms
[2022-03-07 12:35:05 main:574] : INFO : Epoch 1842 | loss: 0.031192 | val_loss: 0.0311946 | Time: 1216.79 ms
[2022-03-07 12:35:06 main:574] : INFO : Epoch 1843 | loss: 0.031192 | val_loss: 0.0311969 | Time: 1217.75 ms
[2022-03-07 12:35:07 main:574] : INFO : Epoch 1844 | loss: 0.0311932 | val_loss: 0.0311941 | Time: 1222.77 ms
[2022-03-07 12:35:08 main:574] : INFO : Epoch 1845 | loss: 0.0311927 | val_loss: 0.0311947 | Time: 1221.89 ms
[2022-03-07 12:35:10 main:574] : INFO : Epoch 1846 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 1230.34 ms
[2022-03-07 12:35:11 main:574] : INFO : Epoch 1847 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 1231.64 ms
[2022-03-07 12:35:12 main:574] : INFO : Epoch 1848 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 1222.75 ms
[2022-03-07 12:35:13 main:574] : INFO : Epoch 1849 | loss: 0.0311921 | val_loss: 0.0311987 | Time: 1223.59 ms
[2022-03-07 12:35:14 main:574] : INFO : Epoch 1850 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 1222.69 ms
[2022-03-07 12:35:16 main:574] : INFO : Epoch 1851 | loss: 0.0311917 | val_loss: 0.0311939 | Time: 1216.15 ms
[2022-03-07 12:35:17 main:574] : INFO : Epoch 1852 | loss: 0.0311937 | val_loss: 0.0311956 | Time: 1219.7 ms
[2022-03-07 12:35:18 main:574] : INFO : Epoch 1853 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 1219.5 ms
[2022-03-07 12:35:19 main:574] : INFO : Epoch 1854 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 1224.39 ms
[2022-03-07 12:35:21 main:574] : INFO : Epoch 1855 | loss: 0.0311929 | val_loss: 0.0311974 | Time: 1214.76 ms
[2022-03-07 12:35:22 main:574] : INFO : Epoch 1856 | loss: 0.0311941 | val_loss: 0.0311963 | Time: 1222.15 ms
[2022-03-07 12:35:23 main:574] : INFO : Epoch 1857 | loss: 0.0312002 | val_loss: 0.0312037 | Time: 1210.39 ms
[2022-03-07 12:35:24 main:574] : INFO : Epoch 1858 | loss: 0.0312061 | val_loss: 0.0312047 | Time: 1219.27 ms
[2022-03-07 12:35:25 main:574] : INFO : Epoch 1859 | loss: 0.0312021 | val_loss: 0.0311994 | Time: 1221.31 ms
[2022-03-07 12:35:27 main:574] : INFO : Epoch 1860 | loss: 0.0311998 | val_loss: 0.0311997 | Time: 1224.18 ms
[2022-03-07 12:35:28 main:574] : INFO : Epoch 1861 | loss: 0.0312012 | val_loss: 0.0312055 | Time: 1214.29 ms
[2022-03-07 12:35:29 main:574] : INFO : Epoch 1862 | loss: 0.0312006 | val_loss: 0.0311961 | Time: 1220.9 ms
[2022-03-07 12:35:30 main:574] : INFO : Epoch 1863 | loss: 0.0311976 | val_loss: 0.0311957 | Time: 1231.69 ms
[2022-03-07 12:35:32 main:574] : INFO : Epoch 1864 | loss: 0.0312013 | val_loss: 0.0312076 | Time: 1223.82 ms
[2022-03-07 12:35:33 main:574] : INFO : Epoch 1865 | loss: 0.0312101 | val_loss: 0.0312107 | Time: 1217.86 ms
[2022-03-07 12:35:34 main:574] : INFO : Epoch 1866 | loss: 0.0312091 | val_loss: 0.0312101 | Time: 1225.91 ms
[2022-03-07 12:35:35 main:574] : INFO : Epoch 1867 | loss: 0.0312075 | val_loss: 0.0312056 | Time: 1223.24 ms
[2022-03-07 12:35:36 main:574] : INFO : Epoch 1868 | loss: 0.0312051 | val_loss: 0.0312023 | Time: 1232.16 ms
[2022-03-07 12:35:38 main:574] : INFO : Epoch 1869 | loss: 0.031206 | val_loss: 0.031208 | Time: 1221.06 ms
[2022-03-07 12:35:39 main:574] : INFO : Epoch 1870 | loss: 0.0312061 | val_loss: 0.0312023 | Time: 1222.78 ms
[2022-03-07 12:35:40 main:574] : INFO : Epoch 1871 | loss: 0.0312092 | val_loss: 0.0312095 | Time: 1221.52 ms
[2022-03-07 12:35:41 main:574] : INFO : Epoch 1872 | loss: 0.0312026 | val_loss: 0.0312003 | Time: 1226.99 ms
[2022-03-07 12:35:43 main:574] : INFO : Epoch 1873 | loss: 0.0311992 | val_loss: 0.0312002 | Time: 1219.29 ms
[2022-03-07 12:35:44 main:574] : INFO : Epoch 1874 | loss: 0.0311986 | val_loss: 0.0312004 | Time: 1222.79 ms
[2022-03-07 12:35:45 main:574] : INFO : Epoch 1875 | loss: 0.0311987 | val_loss: 0.0312 | Time: 1221.62 ms
[2022-03-07 12:35:46 main:574] : INFO : Epoch 1876 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 1214.34 ms
[2022-03-07 12:35:47 main:574] : INFO : Epoch 1877 | loss: 0.0311977 | val_loss: 0.0311984 | Time: 1224.17 ms
[2022-03-07 12:35:49 main:574] : INFO : Epoch 1878 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 1224.82 ms
[2022-03-07 12:35:50 main:574] : INFO : Epoch 1879 | loss: 0.0311956 | val_loss: 0.0311966 | Time: 1222.36 ms
[2022-03-07 12:35:51 main:574] : INFO : Epoch 1880 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 1215.74 ms
[2022-03-07 12:35:52 main:574] : INFO : Epoch 1881 | loss: 0.0311972 | val_loss: 0.0311977 | Time: 1226.67 ms
[2022-03-07 12:35:54 main:574] : INFO : Epoch 1882 | loss: 0.0311955 | val_loss: 0.0311965 | Time: 1215.06 ms
[2022-03-07 12:35:55 main:574] : INFO : Epoch 1883 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 1225.41 ms
[2022-03-07 12:35:56 main:574] : INFO : Epoch 1884 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 1222.22 ms
[2022-03-07 12:35:57 main:574] : INFO : Epoch 1885 | loss: 0.0311952 | val_loss: 0.031197 | Time: 1214.23 ms
[2022-03-07 12:35:58 main:574] : INFO : Epoch 1886 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 1221.06 ms
[2022-03-07 12:36:00 main:574] : INFO : Epoch 1887 | loss: 0.0311946 | val_loss: 0.0311999 | Time: 1214.06 ms
[2022-03-07 12:36:01 main:574] : INFO : Epoch 1888 | loss: 0.0311933 | val_loss: 0.0311938 | Time: 1224.2 ms
[2022-03-07 12:36:02 main:574] : INFO : Epoch 1889 | loss: 0.031193 | val_loss: 0.0311935 | Time: 1222.13 ms
[2022-03-07 12:36:03 main:574] : INFO : Epoch 1890 | loss: 0.0311922 | val_loss: 0.031197 | Time: 1229.46 ms
[2022-03-07 12:36:05 main:574] : INFO : Epoch 1891 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 1225.82 ms
[2022-03-07 12:36:06 main:574] : INFO : Epoch 1892 | loss: 0.0311924 | val_loss: 0.0311927 | Time: 1221.07 ms
[2022-03-07 12:36:07 main:574] : INFO : Epoch 1893 | loss: 0.0311953 | val_loss: 0.031194 | Time: 1221.45 ms
[2022-03-07 12:36:08 main:574] : INFO : Epoch 1894 | loss: 0.0312059 | val_loss: 0.0312123 | Time: 1219.09 ms
[2022-03-07 12:36:09 main:574] : INFO : Epoch 1895 | loss: 0.0312147 | val_loss: 0.0312115 | Time: 1222.55 ms
[2022-03-07 12:36:11 main:574] : INFO : Epoch 1896 | loss: 0.0312097 | val_loss: 0.0312099 | Time: 1226.11 ms
[2022-03-07 12:36:12 main:574] : INFO : Epoch 1897 | loss: 0.0312099 | val_loss: 0.031207 | Time: 1224.47 ms
[2022-03-07 12:36:13 main:574] : INFO : Epoch 1898 | loss: 0.0312053 | val_loss: 0.03121 | Time: 1224.83 ms
[2022-03-07 12:36:14 main:574] : INFO : Epoch 1899 | loss: 0.0312071 | val_loss: 0.0312067 | Time: 1236.14 ms
[2022-03-07 12:36:16 main:574] : INFO : Epoch 1900 | loss: 0.031206 | val_loss: 0.0312062 | Time: 1224.52 ms
[2022-03-07 12:36:17 main:574] : INFO : Epoch 1901 | loss: 0.0312053 | val_loss: 0.0312057 | Time: 1219.87 ms
[2022-03-07 12:36:18 main:574] : INFO : Epoch 1902 | loss: 0.0312043 | val_loss: 0.0312085 | Time: 1227.1 ms
[2022-03-07 12:36:19 main:574] : INFO : Epoch 1903 | loss: 0.0312094 | val_loss: 0.0312068 | Time: 1225.94 ms
[2022-03-07 12:36:21 main:574] : INFO : Epoch 1904 | loss: 0.0312052 | val_loss: 0.031204 | Time: 1218.87 ms
[2022-03-07 12:36:22 main:574] : INFO : Epoch 1905 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 1215.79 ms
[2022-03-07 12:36:23 main:574] : INFO : Epoch 1906 | loss: 0.0312036 | val_loss: 0.0312033 | Time: 1226.25 ms
[2022-03-07 12:36:24 main:574] : INFO : Epoch 1907 | loss: 0.031201 | val_loss: 0.0312032 | Time: 1224.56 ms
[2022-03-07 12:36:25 main:574] : INFO : Epoch 1908 | loss: 0.0312016 | val_loss: 0.0312059 | Time: 1217.76 ms
[2022-03-07 12:36:27 main:574] : INFO : Epoch 1909 | loss: 0.0312035 | val_loss: 0.0312092 | Time: 1231.42 ms
[2022-03-07 12:36:28 main:574] : INFO : Epoch 1910 | loss: 0.0312043 | val_loss: 0.0312056 | Time: 1221.11 ms
[2022-03-07 12:36:29 main:574] : INFO : Epoch 1911 | loss: 0.0312026 | val_loss: 0.031208 | Time: 1206.05 ms
[2022-03-07 12:36:30 main:574] : INFO : Epoch 1912 | loss: 0.0312034 | val_loss: 0.0312145 | Time: 1223.55 ms
[2022-03-07 12:36:32 main:574] : INFO : Epoch 1913 | loss: 0.0312054 | val_loss: 0.0312073 | Time: 1227.94 ms
[2022-03-07 12:36:33 main:574] : INFO : Epoch 1914 | loss: 0.0312036 | val_loss: 0.0312034 | Time: 1227.14 ms
[2022-03-07 12:36:34 main:574] : INFO : Epoch 1915 | loss: 0.0312016 | val_loss: 0.031203 | Time: 1219.14 ms
[2022-03-07 12:36:35 main:574] : INFO : Epoch 1916 | loss: 0.0312009 | val_loss: 0.0312032 | Time: 1223.52 ms
[2022-03-07 12:36:36 main:574] : INFO : Epoch 1917 | loss: 0.0312002 | val_loss: 0.0312041 | Time: 1225.91 ms
[2022-03-07 12:36:38 main:574] : INFO : Epoch 1918 | loss: 0.031203 | val_loss: 0.0312023 | Time: 1213.26 ms
[2022-03-07 12:36:39 main:574] : INFO : Epoch 1919 | loss: 0.0312003 | val_loss: 0.0312028 | Time: 1205.4 ms
[2022-03-07 12:36:40 main:574] : INFO : Epoch 1920 | loss: 0.0312014 | val_loss: 0.0312064 | Time: 1202.38 ms
[2022-03-07 12:36:41 main:574] : INFO : Epoch 1921 | loss: 0.0312021 | val_loss: 0.0312057 | Time: 1212.19 ms
[2022-03-07 12:36:42 main:574] : INFO : Epoch 1922 | loss: 0.0312025 | val_loss: 0.0312165 | Time: 1213.28 ms
[2022-03-07 12:36:44 main:574] : INFO : Epoch 1923 | loss: 0.0312024 | val_loss: 0.0312037 | Time: 1227.15 ms
[2022-03-07 12:36:45 main:574] : INFO : Epoch 1924 | loss: 0.0312009 | val_loss: 0.0312044 | Time: 1202.4 ms
[2022-03-07 12:36:46 main:574] : INFO : Epoch 1925 | loss: 0.0311993 | val_loss: 0.0312012 | Time: 1225.02 ms
[2022-03-07 12:36:47 main:574] : INFO : Epoch 1926 | loss: 0.0311997 | val_loss: 0.0312021 | Time: 1218.65 ms
[2022-03-07 12:36:49 main:574] : INFO : Epoch 1927 | loss: 0.0312009 | val_loss: 0.0312078 | Time: 1225.33 ms
[2022-03-07 12:36:50 main:574] : INFO : Epoch 1928 | loss: 0.0312017 | val_loss: 0.031204 | Time: 1223.84 ms
[2022-03-07 12:36:51 main:574] : INFO : Epoch 1929 | loss: 0.0311994 | val_loss: 0.0312028 | Time: 1218.03 ms
[2022-03-07 12:36:52 main:574] : INFO : Epoch 1930 | loss: 0.0311999 | val_loss: 0.031202 | Time: 1222.66 ms
[2022-03-07 12:36:53 main:574] : INFO : Epoch 1931 | loss: 0.0311995 | val_loss: 0.0312023 | Time: 1220.67 ms
[2022-03-07 12:36:55 main:574] : INFO : Epoch 1932 | loss: 0.0312005 | val_loss: 0.0312025 | Time: 1224.29 ms
[2022-03-07 12:36:56 main:574] : INFO : Epoch 1933 | loss: 0.0312012 | val_loss: 0.031203 | Time: 1219.8 ms
[2022-03-07 12:36:57 main:574] : INFO : Epoch 1934 | loss: 0.0312007 | val_loss: 0.0312031 | Time: 1226.67 ms
[2022-03-07 12:36:58 main:574] : INFO : Epoch 1935 | loss: 0.0312021 | val_loss: 0.0312034 | Time: 1219.37 ms
[2022-03-07 12:37:00 main:574] : INFO : Epoch 1936 | loss: 0.0312033 | val_loss: 0.0312027 | Time: 1225.6 ms
[2022-03-07 12:37:01 main:574] : INFO : Epoch 1937 | loss: 0.0312055 | val_loss: 0.0312103 | Time: 1220.61 ms
[2022-03-07 12:37:02 main:574] : INFO : Epoch 1938 | loss: 0.0312108 | val_loss: 0.0312211 | Time: 1218.96 ms
[2022-03-07 12:37:03 main:574] : INFO : Epoch 1939 | loss: 0.0312081 | val_loss: 0.0312063 | Time: 1227.4 ms
[2022-03-07 12:37:04 main:574] : INFO : Epoch 1940 | loss: 0.0312061 | val_loss: 0.0312035 | Time: 1212.34 ms
[2022-03-07 12:37:06 main:574] : INFO : Epoch 1941 | loss: 0.0312028 | val_loss: 0.0312027 | Time: 1220.76 ms
[2022-03-07 12:37:07 main:574] : INFO : Epoch 1942 | loss: 0.0312012 | val_loss: 0.0312043 | Time: 1226.22 ms
[2022-03-07 12:37:08 main:574] : INFO : Epoch 1943 | loss: 0.0312018 | val_loss: 0.0312086 | Time: 1223.48 ms
[2022-03-07 12:37:09 main:574] : INFO : Epoch 1944 | loss: 0.0312018 | val_loss: 0.031201 | Time: 1226.01 ms
[2022-03-07 12:37:11 main:574] : INFO : Epoch 1945 | loss: 0.0312011 | val_loss: 0.0312074 | Time: 1228.98 ms
[2022-03-07 12:37:12 main:574] : INFO : Epoch 1946 | loss: 0.031202 | val_loss: 0.0312 | Time: 1224.34 ms
[2022-03-07 12:37:13 main:574] : INFO : Epoch 1947 | loss: 0.0311991 | val_loss: 0.0311999 | Time: 1219.77 ms
[2022-03-07 12:37:14 main:574] : INFO : Epoch 1948 | loss: 0.0311982 | val_loss: 0.0311992 | Time: 1230.37 ms
[2022-03-07 12:37:16 main:574] : INFO : Epoch 1949 | loss: 0.0311985 | val_loss: 0.0311997 | Time: 1216.5 ms
[2022-03-07 12:37:17 main:574] : INFO : Epoch 1950 | loss: 0.0311995 | val_loss: 0.0311989 | Time: 1225 ms
[2022-03-07 12:37:18 main:574] : INFO : Epoch 1951 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 1220.37 ms
[2022-03-07 12:37:19 main:574] : INFO : Epoch 1952 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1204.73 ms
[2022-03-07 12:37:20 main:574] : INFO : Epoch 1953 | loss: 0.0312015 | val_loss: 0.0312025 | Time: 1212.93 ms
[2022-03-07 12:37:22 main:574] : INFO : Epoch 1954 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 1226.68 ms
[2022-03-07 12:37:23 main:574] : INFO : Epoch 1955 | loss: 0.031204 | val_loss: 0.031217 | Time: 1219.65 ms
[2022-03-07 12:37:24 main:574] : INFO : Epoch 1956 | loss: 0.0312063 | val_loss: 0.0312031 | Time: 1223.81 ms
[2022-03-07 12:37:25 main:574] : INFO : Epoch 1957 | loss: 0.0312008 | val_loss: 0.0312015 | Time: 1217.61 ms
[2022-03-07 12:37:26 main:574] : INFO : Epoch 1958 | loss: 0.0311997 | val_loss: 0.0312005 | Time: 1225.36 ms
[2022-03-07 12:37:28 main:574] : INFO : Epoch 1959 | loss: 0.0311996 | val_loss: 0.0311991 | Time: 1226.3 ms
[2022-03-07 12:37:29 main:574] : INFO : Epoch 1960 | loss: 0.0312013 | val_loss: 0.0312049 | Time: 1214.66 ms
[2022-03-07 12:37:30 main:574] : INFO : Epoch 1961 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 1222.59 ms
[2022-03-07 12:37:31 main:574] : INFO : Epoch 1962 | loss: 0.0311984 | val_loss: 0.0311989 | Time: 1222.19 ms
[2022-03-07 12:37:33 main:574] : INFO : Epoch 1963 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 1218.93 ms
[2022-03-07 12:37:34 main:574] : INFO : Epoch 1964 | loss: 0.0311978 | val_loss: 0.0311986 | Time: 1219.35 ms
[2022-03-07 12:37:35 main:574] : INFO : Epoch 1965 | loss: 0.0311978 | val_loss: 0.0311982 | Time: 1211.13 ms
[2022-03-07 12:37:36 main:574] : INFO : Epoch 1966 | loss: 0.0311975 | val_loss: 0.0311984 | Time: 1218.2 ms
[2022-03-07 12:37:37 main:574] : INFO : Epoch 1967 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 1218.98 ms
[2022-03-07 12:37:39 main:574] : INFO : Epoch 1968 | loss: 0.0311988 | val_loss: 0.0311989 | Time: 1208.89 ms
[2022-03-07 12:37:40 main:574] : INFO : Epoch 1969 | loss: 0.0312025 | val_loss: 0.0312041 | Time: 1228.02 ms
[2022-03-07 12:37:41 main:574] : INFO : Epoch 1970 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 1219.17 ms
[2022-03-07 12:37:42 main:574] : INFO : Epoch 1971 | loss: 0.0312006 | val_loss: 0.0311995 | Time: 1204.23 ms
[2022-03-07 12:37:44 main:574] : INFO : Epoch 1972 | loss: 0.0311983 | val_loss: 0.031198 | Time: 1221.43 ms
[2022-03-07 12:37:45 main:574] : INFO : Epoch 1973 | loss: 0.0311996 | val_loss: 0.0312035 | Time: 1222.87 ms
[2022-03-07 12:37:46 main:574] : INFO : Epoch 1974 | loss: 0.0312005 | val_loss: 0.0312056 | Time: 1220.53 ms
[2022-03-07 12:37:47 main:574] : INFO : Epoch 1975 | loss: 0.0312048 | val_loss: 0.0312468 | Time: 1222.73 ms
[2022-03-07 12:37:48 main:574] : INFO : Epoch 1976 | loss: 0.0312668 | val_loss: 0.0314016 | Time: 1232.7 ms
[2022-03-07 12:37:50 main:574] : INFO : Epoch 1977 | loss: 0.0318466 | val_loss: 0.0315587 | Time: 1216.11 ms
[2022-03-07 12:37:51 main:574] : INFO : Epoch 1978 | loss: 0.0358362 | val_loss: 0.0319251 | Time: 1221.51 ms
[2022-03-07 12:37:52 main:574] : INFO : Epoch 1979 | loss: 0.0320958 | val_loss: 0.0313338 | Time: 1218.69 ms
[2022-03-07 12:37:53 main:574] : INFO : Epoch 1980 | loss: 0.0313227 | val_loss: 0.031258 | Time: 1229.36 ms
[2022-03-07 12:37:55 main:574] : INFO : Epoch 1981 | loss: 0.0312323 | val_loss: 0.0312169 | Time: 1225.17 ms
[2022-03-07 12:37:56 main:574] : INFO : Epoch 1982 | loss: 0.0312136 | val_loss: 0.0312109 | Time: 1231.14 ms
[2022-03-07 12:37:57 main:574] : INFO : Epoch 1983 | loss: 0.0312083 | val_loss: 0.0312072 | Time: 1223.65 ms
[2022-03-07 12:37:58 main:574] : INFO : Epoch 1984 | loss: 0.031206 | val_loss: 0.0312047 | Time: 1226.55 ms
[2022-03-07 12:37:59 main:574] : INFO : Epoch 1985 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 1224.03 ms
[2022-03-07 12:38:01 main:574] : INFO : Epoch 1986 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1225.89 ms
[2022-03-07 12:38:02 main:574] : INFO : Epoch 1987 | loss: 0.031205 | val_loss: 0.0312056 | Time: 1209.55 ms
[2022-03-07 12:38:03 main:574] : INFO : Epoch 1988 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 1225.82 ms
[2022-03-07 12:38:04 main:574] : INFO : Epoch 1989 | loss: 0.0312047 | val_loss: 0.0312035 | Time: 1221.47 ms
[2022-03-07 12:38:06 main:574] : INFO : Epoch 1990 | loss: 0.0312025 | val_loss: 0.031203 | Time: 1196.28 ms
[2022-03-07 12:38:07 main:574] : INFO : Epoch 1991 | loss: 0.0312017 | val_loss: 0.0312039 | Time: 1224.72 ms
[2022-03-07 12:38:08 main:574] : INFO : Epoch 1992 | loss: 0.0312017 | val_loss: 0.0312034 | Time: 1228.72 ms
[2022-03-07 12:38:09 main:574] : INFO : Epoch 1993 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1223.94 ms
[2022-03-07 12:38:10 main:574] : INFO : Epoch 1994 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 1220.4 ms
[2022-03-07 12:38:12 main:574] : INFO : Epoch 1995 | loss: 0.0312017 | val_loss: 0.031205 | Time: 1215.82 ms
[2022-03-07 12:38:13 main:574] : INFO : Epoch 1996 | loss: 0.0312022 | val_loss: 0.0312019 | Time: 1232.29 ms
[2022-03-07 12:38:14 main:574] : INFO : Epoch 1997 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 1222.81 ms
[2022-03-07 12:38:15 main:574] : INFO : Epoch 1998 | loss: 0.0312006 | val_loss: 0.0312026 | Time: 1218.78 ms
[2022-03-07 12:38:17 main:574] : INFO : Epoch 1999 | loss: 0.0312004 | val_loss: 0.0312043 | Time: 1216.64 ms
[2022-03-07 12:38:18 main:574] : INFO : Epoch 2000 | loss: 0.0312 | val_loss: 0.0312031 | Time: 1234.78 ms
[2022-03-07 12:38:19 main:574] : INFO : Epoch 2001 | loss: 0.0312015 | val_loss: 0.031202 | Time: 1221.44 ms
[2022-03-07 12:38:20 main:574] : INFO : Epoch 2002 | loss: 0.0311993 | val_loss: 0.0312023 | Time: 1225.53 ms
[2022-03-07 12:38:22 main:574] : INFO : Epoch 2003 | loss: 0.0311993 | val_loss: 0.0312015 | Time: 1218.34 ms
[2022-03-07 12:38:23 main:574] : INFO : Epoch 2004 | loss: 0.0311988 | val_loss: 0.0312011 | Time: 1210.76 ms
[2022-03-07 12:38:24 main:574] : INFO : Epoch 2005 | loss: 0.0311985 | val_loss: 0.0312003 | Time: 1219.66 ms
[2022-03-07 12:38:25 main:574] : INFO : Epoch 2006 | loss: 0.0311982 | val_loss: 0.0312001 | Time: 1224.83 ms
[2022-03-07 12:38:26 main:574] : INFO : Epoch 2007 | loss: 0.031198 | val_loss: 0.0312002 | Time: 1221.56 ms
[2022-03-07 12:38:28 main:574] : INFO : Epoch 2008 | loss: 0.0311976 | val_loss: 0.0311993 | Time: 1212.84 ms
[2022-03-07 12:38:29 main:574] : INFO : Epoch 2009 | loss: 0.0311971 | val_loss: 0.0311985 | Time: 1222.36 ms
[2022-03-07 12:38:30 main:574] : INFO : Epoch 2010 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 1228.05 ms
[2022-03-07 12:38:31 main:574] : INFO : Epoch 2011 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 1210.34 ms
[2022-03-07 12:38:33 main:574] : INFO : Epoch 2012 | loss: 0.031196 | val_loss: 0.0311972 | Time: 1226.48 ms
[2022-03-07 12:38:34 main:574] : INFO : Epoch 2013 | loss: 0.0311958 | val_loss: 0.0311976 | Time: 1214.81 ms
[2022-03-07 12:38:35 main:574] : INFO : Epoch 2014 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 1225.53 ms
[2022-03-07 12:38:36 main:574] : INFO : Epoch 2015 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 1196.25 ms
[2022-03-07 12:38:37 main:574] : INFO : Epoch 2016 | loss: 0.0311963 | val_loss: 0.031198 | Time: 1225.9 ms
[2022-03-07 12:38:39 main:574] : INFO : Epoch 2017 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 1219.63 ms
[2022-03-07 12:38:40 main:574] : INFO : Epoch 2018 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 1224.9 ms
[2022-03-07 12:38:41 main:574] : INFO : Epoch 2019 | loss: 0.031195 | val_loss: 0.0311978 | Time: 1219.58 ms
[2022-03-07 12:38:42 main:574] : INFO : Epoch 2020 | loss: 0.0311959 | val_loss: 0.0311979 | Time: 1226.01 ms
[2022-03-07 12:38:44 main:574] : INFO : Epoch 2021 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 1225.49 ms
[2022-03-07 12:38:45 main:574] : INFO : Epoch 2022 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 1230.63 ms
[2022-03-07 12:38:46 main:574] : INFO : Epoch 2023 | loss: 0.0311954 | val_loss: 0.031198 | Time: 1213.76 ms
[2022-03-07 12:38:47 main:574] : INFO : Epoch 2024 | loss: 0.0311951 | val_loss: 0.0311987 | Time: 1218.23 ms
[2022-03-07 12:38:48 main:574] : INFO : Epoch 2025 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 1220.04 ms
[2022-03-07 12:38:50 main:574] : INFO : Epoch 2026 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 1222.45 ms
[2022-03-07 12:38:51 main:574] : INFO : Epoch 2027 | loss: 0.0311946 | val_loss: 0.0311977 | Time: 1215.63 ms
[2022-03-07 12:38:52 main:574] : INFO : Epoch 2028 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 1222.38 ms
[2022-03-07 12:38:53 main:574] : INFO : Epoch 2029 | loss: 0.0311952 | val_loss: 0.0311986 | Time: 1223.54 ms
[2022-03-07 12:38:54 main:574] : INFO : Epoch 2030 | loss: 0.031195 | val_loss: 0.0311989 | Time: 1217.99 ms
[2022-03-07 12:38:56 main:574] : INFO : Epoch 2031 | loss: 0.0311949 | val_loss: 0.0311974 | Time: 1209.08 ms
[2022-03-07 12:38:57 main:574] : INFO : Epoch 2032 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 1224.18 ms
[2022-03-07 12:38:58 main:574] : INFO : Epoch 2033 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 1217.8 ms
[2022-03-07 12:38:59 main:574] : INFO : Epoch 2034 | loss: 0.0311939 | val_loss: 0.0311985 | Time: 1208.16 ms
[2022-03-07 12:39:01 main:574] : INFO : Epoch 2035 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 1222.23 ms
[2022-03-07 12:39:02 main:574] : INFO : Epoch 2036 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 1213.6 ms
[2022-03-07 12:39:03 main:574] : INFO : Epoch 2037 | loss: 0.0311934 | val_loss: 0.0311993 | Time: 1211.65 ms
[2022-03-07 12:39:04 main:574] : INFO : Epoch 2038 | loss: 0.0311945 | val_loss: 0.0311988 | Time: 1232.77 ms
[2022-03-07 12:39:05 main:574] : INFO : Epoch 2039 | loss: 0.0311948 | val_loss: 0.0311978 | Time: 1217.05 ms
[2022-03-07 12:39:07 main:574] : INFO : Epoch 2040 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 1215.67 ms
[2022-03-07 12:39:08 main:574] : INFO : Epoch 2041 | loss: 0.0311939 | val_loss: 0.0311992 | Time: 1221.8 ms
[2022-03-07 12:39:09 main:574] : INFO : Epoch 2042 | loss: 0.0311936 | val_loss: 0.0312 | Time: 1233.82 ms
[2022-03-07 12:39:10 main:574] : INFO : Epoch 2043 | loss: 0.0311946 | val_loss: 0.0311977 | Time: 1228.62 ms
[2022-03-07 12:39:12 main:574] : INFO : Epoch 2044 | loss: 0.0311927 | val_loss: 0.0311978 | Time: 1224.87 ms
[2022-03-07 12:39:13 main:574] : INFO : Epoch 2045 | loss: 0.0311932 | val_loss: 0.0312001 | Time: 1225.74 ms
[2022-03-07 12:39:14 main:574] : INFO : Epoch 2046 | loss: 0.0311944 | val_loss: 0.0312013 | Time: 1220.83 ms
[2022-03-07 12:39:15 main:574] : INFO : Epoch 2047 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 1225.2 ms
[2022-03-07 12:39:17 main:574] : INFO : Epoch 2048 | loss: 0.0311939 | val_loss: 0.0311986 | Time: 1230.05 ms
[2022-03-07 12:39:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311986
[2022-03-07 12:39:17 main:603] : INFO : Saving end state to config to file
[2022-03-07 12:39:17 main:608] : INFO : Success, exiting..
12:39:17 (7624): 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)