Task 13764549
| Name | ParityModified-1645994013-7910-3-0_0 |
| Workunit | 10850180 |
| Created | 25 Mar 2022, 18:36:41 UTC |
| Sent | 31 Mar 2022, 9:41:09 UTC |
| Report deadline | 8 Apr 2022, 9:41:09 UTC |
| Received | 1 Apr 2022, 8:49:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 40 min 49 sec |
| CPU time | 39 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 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: 0.0311841 | val_loss: 0.03118 | Time: 1039.03 ms
[2022-04-01 19:38:37 main:574] : INFO : Epoch 1543 | loss: 0.0311829 | val_loss: 0.0311806 | Time: 1146.58 ms
[2022-04-01 19:38:38 main:574] : INFO : Epoch 1544 | loss: 0.0311817 | val_loss: 0.0311799 | Time: 1074.78 ms
[2022-04-01 19:38:39 main:574] : INFO : Epoch 1545 | loss: 0.0311836 | val_loss: 0.0311807 | Time: 1177.82 ms
[2022-04-01 19:38:40 main:574] : INFO : Epoch 1546 | loss: 0.0311819 | val_loss: 0.031179 | Time: 1128.66 ms
[2022-04-01 19:38:41 main:574] : INFO : Epoch 1547 | loss: 0.031181 | val_loss: 0.0311794 | Time: 1169.67 ms
[2022-04-01 19:38:42 main:574] : INFO : Epoch 1548 | loss: 0.0311819 | val_loss: 0.0311792 | Time: 1204.94 ms
[2022-04-01 19:38:44 main:574] : INFO : Epoch 1549 | loss: 0.0311821 | val_loss: 0.0311795 | Time: 1164.14 ms
[2022-04-01 19:38:45 main:574] : INFO : Epoch 1550 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 1072.59 ms
[2022-04-01 19:38:46 main:574] : INFO : Epoch 1551 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 1294.32 ms
[2022-04-01 19:38:47 main:574] : INFO : Epoch 1552 | loss: 0.0311805 | val_loss: 0.0311803 | Time: 1469.5 ms
[2022-04-01 19:38:49 main:574] : INFO : Epoch 1553 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 1810.05 ms
[2022-04-01 19:38:51 main:574] : INFO : Epoch 1554 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 1408.34 ms
[2022-04-01 19:38:52 main:574] : INFO : Epoch 1555 | loss: 0.0311809 | val_loss: 0.031181 | Time: 1195.59 ms
[2022-04-01 19:38:54 main:574] : INFO : Epoch 1556 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 1732.23 ms
[2022-04-01 19:38:55 main:574] : INFO : Epoch 1557 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 1364.94 ms
[2022-04-01 19:38:56 main:574] : INFO : Epoch 1558 | loss: 0.031182 | val_loss: 0.0311795 | Time: 1196.2 ms
[2022-04-01 19:38:57 main:574] : INFO : Epoch 1559 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 1373.94 ms
[2022-04-01 19:38:59 main:574] : INFO : Epoch 1560 | loss: 0.0311789 | val_loss: 0.0311783 | Time: 1208.16 ms
[2022-04-01 19:39:00 main:574] : INFO : Epoch 1561 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 1212.66 ms
[2022-04-01 19:39:01 main:574] : INFO : Epoch 1562 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 1199.08 ms
[2022-04-01 19:39:02 main:574] : INFO : Epoch 1563 | loss: 0.0311792 | val_loss: 0.031178 | Time: 1358.15 ms
[2022-04-01 19:39:04 main:574] : INFO : Epoch 1564 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 1289.61 ms
[2022-04-01 19:39:05 main:574] : INFO : Epoch 1565 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1055.68 ms
[2022-04-01 19:39:06 main:574] : INFO : Epoch 1566 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 1153.02 ms
[2022-04-01 19:39:08 main:574] : INFO : Epoch 1567 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 1499.4 ms
[2022-04-01 19:39:09 main:574] : INFO : Epoch 1568 | loss: 0.0311786 | val_loss: 0.0311781 | Time: 1549.86 ms
[2022-04-01 19:39:10 main:574] : INFO : Epoch 1569 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 1378.32 ms
[2022-04-01 19:39:12 main:574] : INFO : Epoch 1570 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 1332.63 ms
[2022-04-01 19:39:14 main:574] : INFO : Epoch 1571 | loss: 0.0311777 | val_loss: 0.0311784 | Time: 1793.39 ms
[2022-04-01 19:39:15 main:574] : INFO : Epoch 1572 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 1647.62 ms
[2022-04-01 19:39:16 main:574] : INFO : Epoch 1573 | loss: 0.0311792 | val_loss: 0.031179 | Time: 1167.6 ms
[2022-04-01 19:39:18 main:574] : INFO : Epoch 1574 | loss: 0.0311777 | val_loss: 0.031178 | Time: 1183.31 ms
[2022-04-01 19:39:19 main:574] : INFO : Epoch 1575 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 1741.91 ms
[2022-04-01 19:39:21 main:574] : INFO : Epoch 1576 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 1568.63 ms
[2022-04-01 19:39:22 main:574] : INFO : Epoch 1577 | loss: 0.031178 | val_loss: 0.0311809 | Time: 1278.23 ms
[2022-04-01 19:39:24 main:574] : INFO : Epoch 1578 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1516.16 ms
[2022-04-01 19:39:25 main:574] : INFO : Epoch 1579 | loss: 0.031178 | val_loss: 0.031177 | Time: 1140.73 ms
[2022-04-01 19:39:26 main:574] : INFO : Epoch 1580 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1290.65 ms
[2022-04-01 19:39:28 main:574] : INFO : Epoch 1581 | loss: 0.0311782 | val_loss: 0.0311758 | Time: 1730.87 ms
[2022-04-01 19:39:29 main:574] : INFO : Epoch 1582 | loss: 0.0311779 | val_loss: 0.031177 | Time: 1424.43 ms
[2022-04-01 19:39:31 main:574] : INFO : Epoch 1583 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 1396.46 ms
[2022-04-01 19:39:32 main:574] : INFO : Epoch 1584 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 1237.42 ms
[2022-04-01 19:39:33 main:574] : INFO : Epoch 1585 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1048.57 ms
[2022-04-01 19:39:34 main:574] : INFO : Epoch 1586 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 1183.01 ms
[2022-04-01 19:39:35 main:574] : INFO : Epoch 1587 | loss: 0.031176 | val_loss: 0.0311785 | Time: 1020.56 ms
[2022-04-01 19:39:36 main:574] : INFO : Epoch 1588 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 1097.1 ms
[2022-04-01 19:39:37 main:574] : INFO : Epoch 1589 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 1105.65 ms
[2022-04-01 19:39:38 main:574] : INFO : Epoch 1590 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 1025.48 ms
[2022-04-01 19:39:39 main:574] : INFO : Epoch 1591 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 1020.19 ms
[2022-04-01 19:39:41 main:574] : INFO : Epoch 1592 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 1057.74 ms
[2022-04-01 19:39:42 main:574] : INFO : Epoch 1593 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 1157.39 ms
[2022-04-01 19:39:43 main:574] : INFO : Epoch 1594 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 1091.22 ms
[2022-04-01 19:39:44 main:574] : INFO : Epoch 1595 | loss: 0.0311767 | val_loss: 0.0311782 | Time: 1291.85 ms
[2022-04-01 19:39:45 main:574] : INFO : Epoch 1596 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 1276.12 ms
[2022-04-01 19:39:47 main:574] : INFO : Epoch 1597 | loss: 0.031176 | val_loss: 0.0311771 | Time: 1258.34 ms
[2022-04-01 19:39:48 main:574] : INFO : Epoch 1598 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 1252.04 ms
[2022-04-01 19:39:49 main:574] : INFO : Epoch 1599 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 1134.87 ms
[2022-04-01 19:39:50 main:574] : INFO : Epoch 1600 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 1313.75 ms
[2022-04-01 19:39:52 main:574] : INFO : Epoch 1601 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1539.95 ms
[2022-04-01 19:39:53 main:574] : INFO : Epoch 1602 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 1590.89 ms
[2022-04-01 19:39:55 main:574] : INFO : Epoch 1603 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 1223.23 ms
[2022-04-01 19:39:56 main:574] : INFO : Epoch 1604 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 1262.98 ms
[2022-04-01 19:39:57 main:574] : INFO : Epoch 1605 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 1455.17 ms
[2022-04-01 19:39:59 main:574] : INFO : Epoch 1606 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 1305.46 ms
[2022-04-01 19:40:00 main:574] : INFO : Epoch 1607 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 1307.43 ms
[2022-04-01 19:40:02 main:574] : INFO : Epoch 1608 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 1534.94 ms
[2022-04-01 19:40:03 main:574] : INFO : Epoch 1609 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 1353.09 ms
[2022-04-01 19:40:04 main:574] : INFO : Epoch 1610 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 1166.17 ms
[2022-04-01 19:40:05 main:574] : INFO : Epoch 1611 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 1094.17 ms
[2022-04-01 19:40:07 main:574] : INFO : Epoch 1612 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 1429.65 ms
[2022-04-01 19:40:08 main:574] : INFO : Epoch 1613 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 1592.37 ms
[2022-04-01 19:40:10 main:574] : INFO : Epoch 1614 | loss: 0.031178 | val_loss: 0.0311771 | Time: 1494.62 ms
[2022-04-01 19:40:11 main:574] : INFO : Epoch 1615 | loss: 0.0311778 | val_loss: 0.031178 | Time: 1713.04 ms
[2022-04-01 19:40:13 main:574] : INFO : Epoch 1616 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 1287.06 ms
[2022-04-01 19:40:15 main:574] : INFO : Epoch 1617 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 2029.61 ms
[2022-04-01 19:40:17 main:574] : INFO : Epoch 1618 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1741.51 ms
[2022-04-01 19:40:18 main:574] : INFO : Epoch 1619 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 1525.63 ms
[2022-04-01 19:40:19 main:574] : INFO : Epoch 1620 | loss: 0.0311763 | val_loss: 0.0311765 | Time: 1290.51 ms
[2022-04-01 19:40:21 main:574] : INFO : Epoch 1621 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 1387.22 ms
[2022-04-01 19:40:22 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311777 | Time: 1233.5 ms
[2022-04-01 19:40:23 main:574] : INFO : Epoch 1623 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 1387.88 ms
[2022-04-01 19:40:25 main:574] : INFO : Epoch 1624 | loss: 0.0311757 | val_loss: 0.031177 | Time: 1180.98 ms
[2022-04-01 19:40:26 main:574] : INFO : Epoch 1625 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 1292.86 ms
[2022-04-01 19:40:27 main:574] : INFO : Epoch 1626 | loss: 0.031176 | val_loss: 0.0311768 | Time: 1423.36 ms
[2022-04-01 19:40:29 main:574] : INFO : Epoch 1627 | loss: 0.0311742 | val_loss: 0.031177 | Time: 1333.57 ms
[2022-04-01 19:40:30 main:574] : INFO : Epoch 1628 | loss: 0.0311743 | val_loss: 0.031177 | Time: 1666.66 ms
[2022-04-01 19:40:31 main:574] : INFO : Epoch 1629 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 1122.55 ms
[2022-04-01 19:40:33 main:574] : INFO : Epoch 1630 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 1193.13 ms
[2022-04-01 19:40:34 main:574] : INFO : Epoch 1631 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 1206.76 ms
[2022-04-01 19:40:35 main:574] : INFO : Epoch 1632 | loss: 0.031179 | val_loss: 0.031178 | Time: 1077.11 ms
[2022-04-01 19:40:36 main:574] : INFO : Epoch 1633 | loss: 0.0311769 | val_loss: 0.031177 | Time: 1153.53 ms
[2022-04-01 19:40:37 main:574] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311762 | Time: 1034.37 ms
[2022-04-01 19:40:38 main:574] : INFO : Epoch 1635 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 1073.48 ms
[2022-04-01 19:40:39 main:574] : INFO : Epoch 1636 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 1044.48 ms
[2022-04-01 19:40:40 main:574] : INFO : Epoch 1637 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 1059.9 ms
[2022-04-01 19:40:41 main:574] : INFO : Epoch 1638 | loss: 0.0311781 | val_loss: 0.0311785 | Time: 1051.39 ms
[2022-04-01 19:40:42 main:574] : INFO : Epoch 1639 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 1059.72 ms
[2022-04-01 19:40:43 main:574] : INFO : Epoch 1640 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1059.63 ms
[2022-04-01 19:40:45 main:574] : INFO : Epoch 1641 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 1063.72 ms
[2022-04-01 19:40:46 main:574] : INFO : Epoch 1642 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 1119.45 ms
[2022-04-01 19:40:47 main:574] : INFO : Epoch 1643 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 1301.55 ms
[2022-04-01 19:40:48 main:574] : INFO : Epoch 1644 | loss: 0.0311751 | val_loss: 0.031177 | Time: 1304.92 ms
[2022-04-01 19:40:50 main:574] : INFO : Epoch 1645 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1246.93 ms
[2022-04-01 19:40:51 main:574] : INFO : Epoch 1646 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 1398.6 ms
[2022-04-01 19:40:52 main:574] : INFO : Epoch 1647 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 1306.54 ms
[2022-04-01 19:40:53 main:574] : INFO : Epoch 1648 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 1194.99 ms
[2022-04-01 19:40:55 main:574] : INFO : Epoch 1649 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 1323.21 ms
[2022-04-01 19:40:56 main:574] : INFO : Epoch 1650 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 1258.43 ms
[2022-04-01 19:40:57 main:574] : INFO : Epoch 1651 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1390.23 ms
[2022-04-01 19:40:59 main:574] : INFO : Epoch 1652 | loss: 0.0311764 | val_loss: 0.0311787 | Time: 1225.02 ms
[2022-04-01 19:41:00 main:574] : INFO : Epoch 1653 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1303.07 ms
[2022-04-01 19:41:01 main:574] : INFO : Epoch 1654 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 1228.59 ms
[2022-04-01 19:41:02 main:574] : INFO : Epoch 1655 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1195.38 ms
[2022-04-01 19:41:04 main:574] : INFO : Epoch 1656 | loss: 0.031176 | val_loss: 0.0311794 | Time: 1343.11 ms
[2022-04-01 19:41:05 main:574] : INFO : Epoch 1657 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1053.51 ms
[2022-04-01 19:41:06 main:574] : INFO : Epoch 1658 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 1101.1 ms
[2022-04-01 19:41:07 main:574] : INFO : Epoch 1659 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1282.78 ms
[2022-04-01 19:41:09 main:574] : INFO : Epoch 1660 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 1435.06 ms
[2022-04-01 19:41:10 main:574] : INFO : Epoch 1661 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 1426.2 ms
[2022-04-01 19:41:11 main:574] : INFO : Epoch 1662 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1354.7 ms
[2022-04-01 19:41:13 main:574] : INFO : Epoch 1663 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 1116.04 ms
[2022-04-01 19:41:14 main:574] : INFO : Epoch 1664 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1239.6 ms
[2022-04-01 19:41:15 main:574] : INFO : Epoch 1665 | loss: 0.0311726 | val_loss: 0.0311788 | Time: 1116.42 ms
[2022-04-01 19:41:16 main:574] : INFO : Epoch 1666 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 1082.62 ms
[2022-04-01 19:41:17 main:574] : INFO : Epoch 1667 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 1276.79 ms
[2022-04-01 19:41:19 main:574] : INFO : Epoch 1668 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 1291.54 ms
[2022-04-01 19:41:20 main:574] : INFO : Epoch 1669 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1341.75 ms
[2022-04-01 19:41:21 main:574] : INFO : Epoch 1670 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 1259.27 ms
[2022-04-01 19:41:22 main:574] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1186.94 ms
[2022-04-01 19:41:24 main:574] : INFO : Epoch 1672 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 1171.68 ms
[2022-04-01 19:41:25 main:574] : INFO : Epoch 1673 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 1083.34 ms
[2022-04-01 19:41:26 main:574] : INFO : Epoch 1674 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 1291.84 ms
[2022-04-01 19:41:27 main:574] : INFO : Epoch 1675 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 1398.82 ms
[2022-04-01 19:41:29 main:574] : INFO : Epoch 1676 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 1450.85 ms
[2022-04-01 19:41:30 main:574] : INFO : Epoch 1677 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 1373.28 ms
[2022-04-01 19:41:31 main:574] : INFO : Epoch 1678 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 1291.79 ms
[2022-04-01 19:41:33 main:574] : INFO : Epoch 1679 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1180.65 ms
[2022-04-01 19:41:34 main:574] : INFO : Epoch 1680 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1173.95 ms
[2022-04-01 19:41:35 main:574] : INFO : Epoch 1681 | loss: 0.031176 | val_loss: 0.0311782 | Time: 1064.64 ms
[2022-04-01 19:41:36 main:574] : INFO : Epoch 1682 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 1094.03 ms
[2022-04-01 19:41:37 main:574] : INFO : Epoch 1683 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 1136.69 ms
[2022-04-01 19:41:38 main:574] : INFO : Epoch 1684 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1155.79 ms
[2022-04-01 19:41:39 main:574] : INFO : Epoch 1685 | loss: 0.031177 | val_loss: 0.0311784 | Time: 1062.99 ms
[2022-04-01 19:41:40 main:574] : INFO : Epoch 1686 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 1039.11 ms
[2022-04-01 19:41:41 main:574] : INFO : Epoch 1687 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1078.2 ms
[2022-04-01 19:41:43 main:574] : INFO : Epoch 1688 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 1120.07 ms
[2022-04-01 19:41:44 main:574] : INFO : Epoch 1689 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 1059.73 ms
[2022-04-01 19:41:45 main:574] : INFO : Epoch 1690 | loss: 0.0311741 | val_loss: 0.0311843 | Time: 1144.16 ms
[2022-04-01 19:41:46 main:574] : INFO : Epoch 1691 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1328.47 ms
[2022-04-01 19:41:48 main:574] : INFO : Epoch 1692 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1526.97 ms
[2022-04-01 19:41:49 main:574] : INFO : Epoch 1693 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 1299.71 ms
[2022-04-01 19:41:50 main:574] : INFO : Epoch 1694 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 1459.15 ms
[2022-04-01 19:41:52 main:574] : INFO : Epoch 1695 | loss: 0.031174 | val_loss: 0.0311812 | Time: 1356.45 ms
[2022-04-01 19:41:53 main:574] : INFO : Epoch 1696 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1258.64 ms
[2022-04-01 19:41:54 main:574] : INFO : Epoch 1697 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 1168.88 ms
[2022-04-01 19:41:56 main:574] : INFO : Epoch 1698 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 1439.47 ms
[2022-04-01 19:41:57 main:574] : INFO : Epoch 1699 | loss: 0.031176 | val_loss: 0.0311793 | Time: 1560.57 ms
[2022-04-01 19:41:59 main:574] : INFO : Epoch 1700 | loss: 0.0311752 | val_loss: 0.0311807 | Time: 1356 ms
[2022-04-01 19:42:00 main:574] : INFO : Epoch 1701 | loss: 0.031176 | val_loss: 0.0311821 | Time: 1626.8 ms
[2022-04-01 19:42:02 main:574] : INFO : Epoch 1702 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 1341.09 ms
[2022-04-01 19:42:03 main:574] : INFO : Epoch 1703 | loss: 0.031174 | val_loss: 0.0311805 | Time: 1493.43 ms
[2022-04-01 19:42:04 main:574] : INFO : Epoch 1704 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1067.99 ms
[2022-04-01 19:42:05 main:574] : INFO : Epoch 1705 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 1075.9 ms
[2022-04-01 19:42:07 main:574] : INFO : Epoch 1706 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1374.47 ms
[2022-04-01 19:42:08 main:574] : INFO : Epoch 1707 | loss: 0.0311751 | val_loss: 0.031183 | Time: 1444.09 ms
[2022-04-01 19:42:09 main:574] : INFO : Epoch 1708 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 1385.48 ms
[2022-04-01 19:42:11 main:574] : INFO : Epoch 1709 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 1291.03 ms
[2022-04-01 19:42:12 main:574] : INFO : Epoch 1710 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 1225.17 ms
[2022-04-01 19:42:13 main:574] : INFO : Epoch 1711 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 1261.88 ms
[2022-04-01 19:42:15 main:574] : INFO : Epoch 1712 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1614.76 ms
[2022-04-01 19:42:16 main:574] : INFO : Epoch 1713 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 1468.68 ms
[2022-04-01 19:42:18 main:574] : INFO : Epoch 1714 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 1337.26 ms
[2022-04-01 19:42:19 main:574] : INFO : Epoch 1715 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 1589.81 ms
[2022-04-01 19:42:21 main:574] : INFO : Epoch 1716 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1422.91 ms
[2022-04-01 19:42:22 main:574] : INFO : Epoch 1717 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 1333.15 ms
[2022-04-01 19:42:24 main:574] : INFO : Epoch 1718 | loss: 0.0311734 | val_loss: 0.0311803 | Time: 1586.45 ms
[2022-04-01 19:42:25 main:574] : INFO : Epoch 1719 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 1107.83 ms
[2022-04-01 19:42:26 main:574] : INFO : Epoch 1720 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 1156.06 ms
[2022-04-01 19:42:27 main:574] : INFO : Epoch 1721 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 1316.69 ms
[2022-04-01 19:42:28 main:574] : INFO : Epoch 1722 | loss: 0.031175 | val_loss: 0.0311819 | Time: 1307.67 ms
[2022-04-01 19:42:30 main:574] : INFO : Epoch 1723 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 1573.62 ms
[2022-04-01 19:42:31 main:574] : INFO : Epoch 1724 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 1307.85 ms
[2022-04-01 19:42:33 main:574] : INFO : Epoch 1725 | loss: 0.0311749 | val_loss: 0.031183 | Time: 1141.01 ms
[2022-04-01 19:42:34 main:574] : INFO : Epoch 1726 | loss: 0.0311747 | val_loss: 0.0311843 | Time: 1369.94 ms
[2022-04-01 19:42:35 main:574] : INFO : Epoch 1727 | loss: 0.0311759 | val_loss: 0.031188 | Time: 1139.51 ms
[2022-04-01 19:42:36 main:574] : INFO : Epoch 1728 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1085.93 ms
[2022-04-01 19:42:37 main:574] : INFO : Epoch 1729 | loss: 0.0311749 | val_loss: 0.0311866 | Time: 1243.22 ms
[2022-04-01 19:42:39 main:574] : INFO : Epoch 1730 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 1214.97 ms
[2022-04-01 19:42:40 main:574] : INFO : Epoch 1731 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1102.73 ms
[2022-04-01 19:42:41 main:574] : INFO : Epoch 1732 | loss: 0.0311736 | val_loss: 0.031184 | Time: 1093.26 ms
[2022-04-01 19:42:42 main:574] : INFO : Epoch 1733 | loss: 0.0311732 | val_loss: 0.03118 | Time: 1024.65 ms
[2022-04-01 19:42:43 main:574] : INFO : Epoch 1734 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 1050.87 ms
[2022-04-01 19:42:44 main:574] : INFO : Epoch 1735 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 1268.09 ms
[2022-04-01 19:42:45 main:574] : INFO : Epoch 1736 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 1160.38 ms
[2022-04-01 19:42:47 main:574] : INFO : Epoch 1737 | loss: 0.031179 | val_loss: 0.0311818 | Time: 1434.41 ms
[2022-04-01 19:42:48 main:574] : INFO : Epoch 1738 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 1196.72 ms
[2022-04-01 19:42:49 main:574] : INFO : Epoch 1739 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 1185.98 ms
[2022-04-01 19:42:51 main:574] : INFO : Epoch 1740 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 1444.91 ms
[2022-04-01 19:42:52 main:574] : INFO : Epoch 1741 | loss: 0.031176 | val_loss: 0.0311816 | Time: 1315.63 ms
[2022-04-01 19:42:53 main:574] : INFO : Epoch 1742 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 1153.47 ms
[2022-04-01 19:42:54 main:574] : INFO : Epoch 1743 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 1185.22 ms
[2022-04-01 19:42:56 main:574] : INFO : Epoch 1744 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 1253.31 ms
[2022-04-01 19:42:57 main:574] : INFO : Epoch 1745 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1418.73 ms
[2022-04-01 19:42:58 main:574] : INFO : Epoch 1746 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 1226.03 ms
[2022-04-01 19:43:00 main:574] : INFO : Epoch 1747 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 1402.87 ms
[2022-04-01 19:43:01 main:574] : INFO : Epoch 1748 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 1168.02 ms
[2022-04-01 19:43:02 main:574] : INFO : Epoch 1749 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 1169.15 ms
[2022-04-01 19:43:03 main:574] : INFO : Epoch 1750 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 1279.32 ms
[2022-04-01 19:43:04 main:574] : INFO : Epoch 1751 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 1085.13 ms
[2022-04-01 19:43:05 main:574] : INFO : Epoch 1752 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 1178.27 ms
[2022-04-01 19:43:07 main:574] : INFO : Epoch 1753 | loss: 0.0311758 | val_loss: 0.031184 | Time: 1228.79 ms
[2022-04-01 19:43:08 main:574] : INFO : Epoch 1754 | loss: 0.031176 | val_loss: 0.0311792 | Time: 1488.36 ms
[2022-04-01 19:43:09 main:574] : INFO : Epoch 1755 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 1175.43 ms
[2022-04-01 19:43:11 main:574] : INFO : Epoch 1756 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 1432.16 ms
[2022-04-01 19:43:12 main:574] : INFO : Epoch 1757 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 1135.65 ms
[2022-04-01 19:43:13 main:574] : INFO : Epoch 1758 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 1229.13 ms
[2022-04-01 19:43:15 main:574] : INFO : Epoch 1759 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 1334.84 ms
[2022-04-01 19:43:16 main:574] : INFO : Epoch 1760 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 1556.65 ms
[2022-04-01 19:43:18 main:574] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 1445.67 ms
[2022-04-01 19:43:19 main:574] : INFO : Epoch 1762 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1235.35 ms
[2022-04-01 19:43:20 main:574] : INFO : Epoch 1763 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 1268.34 ms
[2022-04-01 19:43:21 main:574] : INFO : Epoch 1764 | loss: 0.0311759 | val_loss: 0.031177 | Time: 1064.18 ms
[2022-04-01 19:43:22 main:574] : INFO : Epoch 1765 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 1146.04 ms
[2022-04-01 19:43:23 main:574] : INFO : Epoch 1766 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1112.74 ms
[2022-04-01 19:43:25 main:574] : INFO : Epoch 1767 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 1166.61 ms
[2022-04-01 19:43:26 main:574] : INFO : Epoch 1768 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1256.56 ms
[2022-04-01 19:43:27 main:574] : INFO : Epoch 1769 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 1238.31 ms
[2022-04-01 19:43:28 main:574] : INFO : Epoch 1770 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1284.76 ms
[2022-04-01 19:43:30 main:574] : INFO : Epoch 1771 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1324.99 ms
[2022-04-01 19:43:31 main:574] : INFO : Epoch 1772 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 1277.96 ms
[2022-04-01 19:43:32 main:574] : INFO : Epoch 1773 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1181.12 ms
[2022-04-01 19:43:33 main:574] : INFO : Epoch 1774 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 1149.81 ms
[2022-04-01 19:43:34 main:574] : INFO : Epoch 1775 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 1172.1 ms
[2022-04-01 19:43:36 main:574] : INFO : Epoch 1776 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 1083.35 ms
[2022-04-01 19:43:37 main:574] : INFO : Epoch 1777 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 1015.91 ms
[2022-04-01 19:43:38 main:574] : INFO : Epoch 1778 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 1036.41 ms
[2022-04-01 19:43:39 main:574] : INFO : Epoch 1779 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1082.61 ms
[2022-04-01 19:43:40 main:574] : INFO : Epoch 1780 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1045.4 ms
[2022-04-01 19:43:41 main:574] : INFO : Epoch 1781 | loss: 0.0311777 | val_loss: 0.0311858 | Time: 1094.7 ms
[2022-04-01 19:43:42 main:574] : INFO : Epoch 1782 | loss: 0.0311765 | val_loss: 0.0311805 | Time: 1059.73 ms
[2022-04-01 19:43:43 main:574] : INFO : Epoch 1783 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 1336.12 ms
[2022-04-01 19:43:44 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.031178 | Time: 1158.77 ms
[2022-04-01 19:43:45 main:574] : INFO : Epoch 1785 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1062.23 ms
[2022-04-01 19:43:47 main:574] : INFO : Epoch 1786 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 1428.13 ms
[2022-04-01 19:43:48 main:574] : INFO : Epoch 1787 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 1429.41 ms
[2022-04-01 19:43:50 main:574] : INFO : Epoch 1788 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 1471.75 ms
[2022-04-01 19:43:51 main:574] : INFO : Epoch 1789 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 1255.87 ms
[2022-04-01 19:43:52 main:574] : INFO : Epoch 1790 | loss: 0.031177 | val_loss: 0.0311774 | Time: 1291.94 ms
[2022-04-01 19:43:54 main:574] : INFO : Epoch 1791 | loss: 0.0311786 | val_loss: 0.0311765 | Time: 1241.28 ms
[2022-04-01 19:43:55 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 1521.63 ms
[2022-04-01 19:43:57 main:574] : INFO : Epoch 1793 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 1640.44 ms
[2022-04-01 19:43:58 main:574] : INFO : Epoch 1794 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 1542.39 ms
[2022-04-01 19:44:00 main:574] : INFO : Epoch 1795 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 1205.16 ms
[2022-04-01 19:44:01 main:574] : INFO : Epoch 1796 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1203.36 ms
[2022-04-01 19:44:02 main:574] : INFO : Epoch 1797 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 1200.2 ms
[2022-04-01 19:44:03 main:574] : INFO : Epoch 1798 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 1318.42 ms
[2022-04-01 19:44:04 main:574] : INFO : Epoch 1799 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 1130.29 ms
[2022-04-01 19:44:06 main:574] : INFO : Epoch 1800 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 1138.9 ms
[2022-04-01 19:44:07 main:574] : INFO : Epoch 1801 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 1538.45 ms
[2022-04-01 19:44:09 main:574] : INFO : Epoch 1802 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 1471.61 ms
[2022-04-01 19:44:10 main:574] : INFO : Epoch 1803 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1133.8 ms
[2022-04-01 19:44:11 main:574] : INFO : Epoch 1804 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 1207.81 ms
[2022-04-01 19:44:12 main:574] : INFO : Epoch 1805 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 1116.79 ms
[2022-04-01 19:44:13 main:574] : INFO : Epoch 1806 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 1227.51 ms
[2022-04-01 19:44:14 main:574] : INFO : Epoch 1807 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 1172.2 ms
[2022-04-01 19:44:16 main:574] : INFO : Epoch 1808 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 1170.31 ms
[2022-04-01 19:44:17 main:574] : INFO : Epoch 1809 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 1355.68 ms
[2022-04-01 19:44:18 main:574] : INFO : Epoch 1810 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1469.85 ms
[2022-04-01 19:44:20 main:574] : INFO : Epoch 1811 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1316.64 ms
[2022-04-01 19:44:21 main:574] : INFO : Epoch 1812 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 1233.92 ms
[2022-04-01 19:44:22 main:574] : INFO : Epoch 1813 | loss: 0.0311776 | val_loss: 0.0311758 | Time: 1368.8 ms
[2022-04-01 19:44:24 main:574] : INFO : Epoch 1814 | loss: 0.031174 | val_loss: 0.0311796 | Time: 1417.05 ms
[2022-04-01 19:44:25 main:574] : INFO : Epoch 1815 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1078.49 ms
[2022-04-01 19:44:26 main:574] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 1438.69 ms
[2022-04-01 19:44:28 main:574] : INFO : Epoch 1817 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 1287.27 ms
[2022-04-01 19:44:29 main:574] : INFO : Epoch 1818 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1145.81 ms
[2022-04-01 19:44:30 main:574] : INFO : Epoch 1819 | loss: 0.031173 | val_loss: 0.031177 | Time: 1385.49 ms
[2022-04-01 19:44:32 main:574] : INFO : Epoch 1820 | loss: 0.0311721 | val_loss: 0.0311793 | Time: 1402.1 ms
[2022-04-01 19:44:33 main:574] : INFO : Epoch 1821 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 1162.99 ms
[2022-04-01 19:44:34 main:574] : INFO : Epoch 1822 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1232.66 ms
[2022-04-01 19:44:35 main:574] : INFO : Epoch 1823 | loss: 0.031174 | val_loss: 0.0311787 | Time: 1234.96 ms
[2022-04-01 19:44:36 main:574] : INFO : Epoch 1824 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1054.56 ms
[2022-04-01 19:44:37 main:574] : INFO : Epoch 1825 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 1080.35 ms
[2022-04-01 19:44:38 main:574] : INFO : Epoch 1826 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1051.07 ms
[2022-04-01 19:44:39 main:574] : INFO : Epoch 1827 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 1048.48 ms
[2022-04-01 19:44:41 main:574] : INFO : Epoch 1828 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 1089.25 ms
[2022-04-01 19:44:42 main:574] : INFO : Epoch 1829 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 1076.7 ms
[2022-04-01 19:44:43 main:574] : INFO : Epoch 1830 | loss: 0.031171 | val_loss: 0.031179 | Time: 1061.32 ms
[2022-04-01 19:44:44 main:574] : INFO : Epoch 1831 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 1017.34 ms
[2022-04-01 19:44:45 main:574] : INFO : Epoch 1832 | loss: 0.0311732 | val_loss: 0.0311776 | Time: 1062.34 ms
[2022-04-01 19:44:46 main:574] : INFO : Epoch 1833 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1066.94 ms
[2022-04-01 19:44:47 main:574] : INFO : Epoch 1834 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1450.09 ms
[2022-04-01 19:44:49 main:574] : INFO : Epoch 1835 | loss: 0.0311729 | val_loss: 0.031177 | Time: 1415.4 ms
[2022-04-01 19:44:50 main:574] : INFO : Epoch 1836 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 1245.53 ms
[2022-04-01 19:44:51 main:574] : INFO : Epoch 1837 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 1393.01 ms
[2022-04-01 19:44:53 main:574] : INFO : Epoch 1838 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1358.7 ms
[2022-04-01 19:44:54 main:574] : INFO : Epoch 1839 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1404.89 ms
[2022-04-01 19:44:56 main:574] : INFO : Epoch 1840 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1514.88 ms
[2022-04-01 19:44:57 main:574] : INFO : Epoch 1841 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 1253.87 ms
[2022-04-01 19:44:58 main:574] : INFO : Epoch 1842 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 1343.58 ms
[2022-04-01 19:45:00 main:574] : INFO : Epoch 1843 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 1272.94 ms
[2022-04-01 19:45:01 main:574] : INFO : Epoch 1844 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 1264.82 ms
[2022-04-01 19:45:02 main:574] : INFO : Epoch 1845 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1266.71 ms
[2022-04-01 19:45:03 main:574] : INFO : Epoch 1846 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 1257.19 ms
[2022-04-01 19:45:05 main:574] : INFO : Epoch 1847 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 1250.95 ms
[2022-04-01 19:45:06 main:574] : INFO : Epoch 1848 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 1219.04 ms
[2022-04-01 19:45:07 main:574] : INFO : Epoch 1849 | loss: 0.031173 | val_loss: 0.0311774 | Time: 1281.07 ms
[2022-04-01 19:45:09 main:574] : INFO : Epoch 1850 | loss: 0.0311732 | val_loss: 0.0311811 | Time: 1423.31 ms
[2022-04-01 19:45:10 main:574] : INFO : Epoch 1851 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 1254.38 ms
[2022-04-01 19:45:11 main:574] : INFO : Epoch 1852 | loss: 0.0311725 | val_loss: 0.031179 | Time: 1196.46 ms
[2022-04-01 19:45:12 main:574] : INFO : Epoch 1853 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1092.29 ms
[2022-04-01 19:45:13 main:574] : INFO : Epoch 1854 | loss: 0.031173 | val_loss: 0.0311781 | Time: 1297.93 ms
[2022-04-01 19:45:14 main:574] : INFO : Epoch 1855 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1047.75 ms
[2022-04-01 19:45:16 main:574] : INFO : Epoch 1856 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 1728.28 ms
[2022-04-01 19:45:17 main:574] : INFO : Epoch 1857 | loss: 0.0311721 | val_loss: 0.03118 | Time: 1194.84 ms
[2022-04-01 19:45:19 main:574] : INFO : Epoch 1858 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 1159.86 ms
[2022-04-01 19:45:20 main:574] : INFO : Epoch 1859 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1340.44 ms
[2022-04-01 19:45:21 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 1509.48 ms
[2022-04-01 19:45:23 main:574] : INFO : Epoch 1861 | loss: 0.0311709 | val_loss: 0.031178 | Time: 1457.35 ms
[2022-04-01 19:45:24 main:574] : INFO : Epoch 1862 | loss: 0.0311735 | val_loss: 0.0311834 | Time: 1281.44 ms
[2022-04-01 19:45:25 main:574] : INFO : Epoch 1863 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 1056.72 ms
[2022-04-01 19:45:26 main:574] : INFO : Epoch 1864 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 1190.55 ms
[2022-04-01 19:45:28 main:574] : INFO : Epoch 1865 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 1238.64 ms
[2022-04-01 19:45:29 main:574] : INFO : Epoch 1866 | loss: 0.0311712 | val_loss: 0.031177 | Time: 1232.74 ms
[2022-04-01 19:45:30 main:574] : INFO : Epoch 1867 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 1479.6 ms
[2022-04-01 19:45:32 main:574] : INFO : Epoch 1868 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 1430.44 ms
[2022-04-01 19:45:33 main:574] : INFO : Epoch 1869 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 1189.24 ms
[2022-04-01 19:45:34 main:574] : INFO : Epoch 1870 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 1298.84 ms
[2022-04-01 19:45:35 main:574] : INFO : Epoch 1871 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 1134.87 ms
[2022-04-01 19:45:36 main:574] : INFO : Epoch 1872 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1026.33 ms
[2022-04-01 19:45:38 main:574] : INFO : Epoch 1873 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 1098.88 ms
[2022-04-01 19:45:39 main:574] : INFO : Epoch 1874 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1046.56 ms
[2022-04-01 19:45:40 main:574] : INFO : Epoch 1875 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 1107.45 ms
[2022-04-01 19:45:41 main:574] : INFO : Epoch 1876 | loss: 0.0311724 | val_loss: 0.0311758 | Time: 1066.84 ms
[2022-04-01 19:45:42 main:574] : INFO : Epoch 1877 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 1045.14 ms
[2022-04-01 19:45:43 main:574] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1113.45 ms
[2022-04-01 19:45:44 main:574] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 1050.2 ms
[2022-04-01 19:45:45 main:574] : INFO : Epoch 1880 | loss: 0.0311725 | val_loss: 0.031175 | Time: 1085.44 ms
[2022-04-01 19:45:46 main:574] : INFO : Epoch 1881 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 1234.87 ms
[2022-04-01 19:45:48 main:574] : INFO : Epoch 1882 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 1384.19 ms
[2022-04-01 19:45:49 main:574] : INFO : Epoch 1883 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1625.61 ms
[2022-04-01 19:45:51 main:574] : INFO : Epoch 1884 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 1369.78 ms
[2022-04-01 19:45:52 main:574] : INFO : Epoch 1885 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1364.6 ms
[2022-04-01 19:45:54 main:574] : INFO : Epoch 1886 | loss: 0.0311742 | val_loss: 0.0311768 | Time: 1655.94 ms
[2022-04-01 19:45:55 main:574] : INFO : Epoch 1887 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 1425.79 ms
[2022-04-01 19:45:57 main:574] : INFO : Epoch 1888 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 1386.25 ms
[2022-04-01 19:45:58 main:574] : INFO : Epoch 1889 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 1422.48 ms
[2022-04-01 19:45:59 main:574] : INFO : Epoch 1890 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 1293.47 ms
[2022-04-01 19:46:01 main:574] : INFO : Epoch 1891 | loss: 0.031174 | val_loss: 0.0311774 | Time: 1200.93 ms
[2022-04-01 19:46:02 main:574] : INFO : Epoch 1892 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 1119.76 ms
[2022-04-01 19:46:03 main:574] : INFO : Epoch 1893 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 1471.02 ms
[2022-04-01 19:46:04 main:574] : INFO : Epoch 1894 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 1264.18 ms
[2022-04-01 19:46:06 main:574] : INFO : Epoch 1895 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 1051.32 ms
[2022-04-01 19:46:07 main:574] : INFO : Epoch 1896 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 1231.77 ms
[2022-04-01 19:46:08 main:574] : INFO : Epoch 1897 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 1394.8 ms
[2022-04-01 19:46:10 main:574] : INFO : Epoch 1898 | loss: 0.0311742 | val_loss: 0.031178 | Time: 1393.44 ms
[2022-04-01 19:46:11 main:574] : INFO : Epoch 1899 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 1177.09 ms
[2022-04-01 19:46:12 main:574] : INFO : Epoch 1900 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1207.02 ms
[2022-04-01 19:46:13 main:574] : INFO : Epoch 1901 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 1156.74 ms
[2022-04-01 19:46:15 main:574] : INFO : Epoch 1902 | loss: 0.031178 | val_loss: 0.0311825 | Time: 1672.97 ms
[2022-04-01 19:46:16 main:574] : INFO : Epoch 1903 | loss: 0.0327795 | val_loss: 0.0537301 | Time: 1287.79 ms
[2022-04-01 19:46:17 main:574] : INFO : Epoch 1904 | loss: 0.0362492 | val_loss: 0.0327268 | Time: 1331.45 ms
[2022-04-01 19:46:19 main:574] : INFO : Epoch 1905 | loss: 0.0315466 | val_loss: 0.0312648 | Time: 1142.1 ms
[2022-04-01 19:46:20 main:574] : INFO : Epoch 1906 | loss: 0.0312442 | val_loss: 0.031206 | Time: 1413.55 ms
[2022-04-01 19:46:21 main:574] : INFO : Epoch 1907 | loss: 0.031208 | val_loss: 0.0311983 | Time: 1181.95 ms
[2022-04-01 19:46:22 main:574] : INFO : Epoch 1908 | loss: 0.0311984 | val_loss: 0.0311943 | Time: 1218.53 ms
[2022-04-01 19:46:24 main:574] : INFO : Epoch 1909 | loss: 0.0312004 | val_loss: 0.031208 | Time: 1165.41 ms
[2022-04-01 19:46:25 main:574] : INFO : Epoch 1910 | loss: 0.0312053 | val_loss: 0.0312069 | Time: 1100.04 ms
[2022-04-01 19:46:26 main:574] : INFO : Epoch 1911 | loss: 0.031202 | val_loss: 0.031193 | Time: 1345.16 ms
[2022-04-01 19:46:27 main:574] : INFO : Epoch 1912 | loss: 0.0311966 | val_loss: 0.0311923 | Time: 1237.25 ms
[2022-04-01 19:46:29 main:574] : INFO : Epoch 1913 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 1578.2 ms
[2022-04-01 19:46:30 main:574] : INFO : Epoch 1914 | loss: 0.0311955 | val_loss: 0.0311923 | Time: 1349.94 ms
[2022-04-01 19:46:32 main:574] : INFO : Epoch 1915 | loss: 0.0311961 | val_loss: 0.0311919 | Time: 1394.15 ms
[2022-04-01 19:46:33 main:574] : INFO : Epoch 1916 | loss: 0.0311961 | val_loss: 0.0311917 | Time: 1390.1 ms
[2022-04-01 19:46:34 main:574] : INFO : Epoch 1917 | loss: 0.031196 | val_loss: 0.0311914 | Time: 1373.37 ms
[2022-04-01 19:46:36 main:574] : INFO : Epoch 1918 | loss: 0.0311968 | val_loss: 0.0311912 | Time: 1430.32 ms
[2022-04-01 19:46:37 main:574] : INFO : Epoch 1919 | loss: 0.031196 | val_loss: 0.0311915 | Time: 1088.03 ms
[2022-04-01 19:46:38 main:574] : INFO : Epoch 1920 | loss: 0.0311956 | val_loss: 0.0311919 | Time: 1036.84 ms
[2022-04-01 19:46:39 main:574] : INFO : Epoch 1921 | loss: 0.0311963 | val_loss: 0.0311902 | Time: 1069.24 ms
[2022-04-01 19:46:40 main:574] : INFO : Epoch 1922 | loss: 0.0311943 | val_loss: 0.0311901 | Time: 1090.67 ms
[2022-04-01 19:46:41 main:574] : INFO : Epoch 1923 | loss: 0.0311939 | val_loss: 0.0311899 | Time: 1055.66 ms
[2022-04-01 19:46:42 main:574] : INFO : Epoch 1924 | loss: 0.0311941 | val_loss: 0.0311943 | Time: 1077.32 ms
[2022-04-01 19:46:43 main:574] : INFO : Epoch 1925 | loss: 0.0311953 | val_loss: 0.0311907 | Time: 1066.51 ms
[2022-04-01 19:46:44 main:574] : INFO : Epoch 1926 | loss: 0.0311941 | val_loss: 0.0311891 | Time: 1001.86 ms
[2022-04-01 19:46:45 main:574] : INFO : Epoch 1927 | loss: 0.0311932 | val_loss: 0.0311907 | Time: 1151.72 ms
[2022-04-01 19:46:47 main:574] : INFO : Epoch 1928 | loss: 0.0311927 | val_loss: 0.0311895 | Time: 1367.16 ms
[2022-04-01 19:46:48 main:574] : INFO : Epoch 1929 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 1555.18 ms
[2022-04-01 19:46:50 main:574] : INFO : Epoch 1930 | loss: 0.0311927 | val_loss: 0.031191 | Time: 1236.4 ms
[2022-04-01 19:46:51 main:574] : INFO : Epoch 1931 | loss: 0.0311925 | val_loss: 0.0311905 | Time: 1380.38 ms
[2022-04-01 19:46:52 main:574] : INFO : Epoch 1932 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 1171.28 ms
[2022-04-01 19:46:53 main:574] : INFO : Epoch 1933 | loss: 0.0311926 | val_loss: 0.031193 | Time: 1279.4 ms
[2022-04-01 19:46:55 main:574] : INFO : Epoch 1934 | loss: 0.0311953 | val_loss: 0.0311915 | Time: 1179.4 ms
[2022-04-01 19:46:56 main:574] : INFO : Epoch 1935 | loss: 0.0311932 | val_loss: 0.031192 | Time: 1345.14 ms
[2022-04-01 19:46:57 main:574] : INFO : Epoch 1936 | loss: 0.031192 | val_loss: 0.0311892 | Time: 1367.17 ms
[2022-04-01 19:46:59 main:574] : INFO : Epoch 1937 | loss: 0.031192 | val_loss: 0.0311915 | Time: 1156.56 ms
[2022-04-01 19:47:00 main:574] : INFO : Epoch 1938 | loss: 0.0311921 | val_loss: 0.0311888 | Time: 1196.27 ms
[2022-04-01 19:47:01 main:574] : INFO : Epoch 1939 | loss: 0.031191 | val_loss: 0.0311906 | Time: 1583.43 ms
[2022-04-01 19:47:03 main:574] : INFO : Epoch 1940 | loss: 0.031191 | val_loss: 0.0311893 | Time: 1472.15 ms
[2022-04-01 19:47:04 main:574] : INFO : Epoch 1941 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 1229.16 ms
[2022-04-01 19:47:05 main:574] : INFO : Epoch 1942 | loss: 0.0311905 | val_loss: 0.0311872 | Time: 1118.39 ms
[2022-04-01 19:47:07 main:574] : INFO : Epoch 1943 | loss: 0.0311908 | val_loss: 0.0311865 | Time: 1595.15 ms
[2022-04-01 19:47:08 main:574] : INFO : Epoch 1944 | loss: 0.031189 | val_loss: 0.0311876 | Time: 1227.81 ms
[2022-04-01 19:47:10 main:574] : INFO : Epoch 1945 | loss: 0.0311893 | val_loss: 0.0311875 | Time: 1507.92 ms
[2022-04-01 19:47:11 main:574] : INFO : Epoch 1946 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 1664.07 ms
[2022-04-01 19:47:12 main:574] : INFO : Epoch 1947 | loss: 0.0311886 | val_loss: 0.0311852 | Time: 1244.86 ms
[2022-04-01 19:47:14 main:574] : INFO : Epoch 1948 | loss: 0.0311879 | val_loss: 0.0311849 | Time: 1496.62 ms
[2022-04-01 19:47:15 main:574] : INFO : Epoch 1949 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 1415.01 ms
[2022-04-01 19:47:17 main:574] : INFO : Epoch 1950 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 1511.8 ms
[2022-04-01 19:47:18 main:574] : INFO : Epoch 1951 | loss: 0.0311893 | val_loss: 0.0311852 | Time: 1424.57 ms
[2022-04-01 19:47:20 main:574] : INFO : Epoch 1952 | loss: 0.0311886 | val_loss: 0.031186 | Time: 1268.86 ms
[2022-04-01 19:47:21 main:574] : INFO : Epoch 1953 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 1545.32 ms
[2022-04-01 19:47:23 main:574] : INFO : Epoch 1954 | loss: 0.0311882 | val_loss: 0.0311875 | Time: 1388.73 ms
[2022-04-01 19:47:24 main:574] : INFO : Epoch 1955 | loss: 0.0311878 | val_loss: 0.0311861 | Time: 1366.13 ms
[2022-04-01 19:47:25 main:574] : INFO : Epoch 1956 | loss: 0.0311887 | val_loss: 0.0311876 | Time: 1236.24 ms
[2022-04-01 19:47:26 main:574] : INFO : Epoch 1957 | loss: 0.0311895 | val_loss: 0.0311856 | Time: 1350.67 ms
[2022-04-01 19:47:28 main:574] : INFO : Epoch 1958 | loss: 0.0311889 | val_loss: 0.0311859 | Time: 1319.05 ms
[2022-04-01 19:47:29 main:574] : INFO : Epoch 1959 | loss: 0.0311878 | val_loss: 0.0311856 | Time: 1134.78 ms
[2022-04-01 19:47:30 main:574] : INFO : Epoch 1960 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 1249.2 ms
[2022-04-01 19:47:31 main:574] : INFO : Epoch 1961 | loss: 0.0311892 | val_loss: 0.031187 | Time: 1214.93 ms
[2022-04-01 19:47:33 main:574] : INFO : Epoch 1962 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 1319.38 ms
[2022-04-01 19:47:34 main:574] : INFO : Epoch 1963 | loss: 0.0311887 | val_loss: 0.0311859 | Time: 1206.63 ms
[2022-04-01 19:47:35 main:574] : INFO : Epoch 1964 | loss: 0.0311894 | val_loss: 0.0311869 | Time: 1109.03 ms
[2022-04-01 19:47:36 main:574] : INFO : Epoch 1965 | loss: 0.0311893 | val_loss: 0.0311908 | Time: 1152.01 ms
[2022-04-01 19:47:37 main:574] : INFO : Epoch 1966 | loss: 0.0311895 | val_loss: 0.0311874 | Time: 1123.07 ms
[2022-04-01 19:47:39 main:574] : INFO : Epoch 1967 | loss: 0.0311905 | val_loss: 0.0311867 | Time: 1288.42 ms
[2022-04-01 19:47:40 main:574] : INFO : Epoch 1968 | loss: 0.031188 | val_loss: 0.0311855 | Time: 1163.41 ms
[2022-04-01 19:47:41 main:574] : INFO : Epoch 1969 | loss: 0.0311871 | val_loss: 0.0311865 | Time: 1083.59 ms
[2022-04-01 19:47:42 main:574] : INFO : Epoch 1970 | loss: 0.0311867 | val_loss: 0.0311855 | Time: 1131.36 ms
[2022-04-01 19:47:43 main:574] : INFO : Epoch 1971 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 1059.01 ms
[2022-04-01 19:47:44 main:574] : INFO : Epoch 1972 | loss: 0.0311879 | val_loss: 0.0311849 | Time: 1057.9 ms
[2022-04-01 19:47:45 main:574] : INFO : Epoch 1973 | loss: 0.0311885 | val_loss: 0.0311842 | Time: 1072.69 ms
[2022-04-01 19:47:46 main:574] : INFO : Epoch 1974 | loss: 0.031188 | val_loss: 0.0311847 | Time: 1157.89 ms
[2022-04-01 19:47:48 main:574] : INFO : Epoch 1975 | loss: 0.0311876 | val_loss: 0.0311866 | Time: 1244.09 ms
[2022-04-01 19:47:49 main:574] : INFO : Epoch 1976 | loss: 0.0311903 | val_loss: 0.0311909 | Time: 1314.26 ms
[2022-04-01 19:47:50 main:574] : INFO : Epoch 1977 | loss: 0.031191 | val_loss: 0.031185 | Time: 1167.38 ms
[2022-04-01 19:47:51 main:574] : INFO : Epoch 1978 | loss: 0.0311878 | val_loss: 0.0311838 | Time: 1092.65 ms
[2022-04-01 19:47:52 main:574] : INFO : Epoch 1979 | loss: 0.0311886 | val_loss: 0.0311832 | Time: 1079.26 ms
[2022-04-01 19:47:53 main:574] : INFO : Epoch 1980 | loss: 0.0311868 | val_loss: 0.0311829 | Time: 1054.19 ms
[2022-04-01 19:47:54 main:574] : INFO : Epoch 1981 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 1069.81 ms
[2022-04-01 19:47:55 main:574] : INFO : Epoch 1982 | loss: 0.0311873 | val_loss: 0.031186 | Time: 1058.23 ms
[2022-04-01 19:47:57 main:574] : INFO : Epoch 1983 | loss: 0.0311869 | val_loss: 0.0311843 | Time: 1324.33 ms
[2022-04-01 19:47:58 main:574] : INFO : Epoch 1984 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 1044.36 ms
[2022-04-01 19:47:59 main:574] : INFO : Epoch 1985 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 1026.31 ms
[2022-04-01 19:48:00 main:574] : INFO : Epoch 1986 | loss: 0.0311842 | val_loss: 0.0311857 | Time: 1030.73 ms
[2022-04-01 19:48:01 main:574] : INFO : Epoch 1987 | loss: 0.0311861 | val_loss: 0.031184 | Time: 1042.66 ms
[2022-04-01 19:48:02 main:574] : INFO : Epoch 1988 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 1047.45 ms
[2022-04-01 19:48:03 main:574] : INFO : Epoch 1989 | loss: 0.031184 | val_loss: 0.0311835 | Time: 1039.09 ms
[2022-04-01 19:48:04 main:574] : INFO : Epoch 1990 | loss: 0.031183 | val_loss: 0.0311848 | Time: 1052.82 ms
[2022-04-01 19:48:05 main:574] : INFO : Epoch 1991 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1187.16 ms
[2022-04-01 19:48:06 main:574] : INFO : Epoch 1992 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 1028.93 ms
[2022-04-01 19:48:07 main:574] : INFO : Epoch 1993 | loss: 0.031183 | val_loss: 0.0311814 | Time: 1033.41 ms
[2022-04-01 19:48:08 main:574] : INFO : Epoch 1994 | loss: 0.0311823 | val_loss: 0.0311794 | Time: 1025.51 ms
[2022-04-01 19:48:11 main:574] : INFO : Epoch 1995 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 2263.26 ms
[2022-04-01 19:48:12 main:574] : INFO : Epoch 1996 | loss: 0.03118 | val_loss: 0.0311789 | Time: 1064.55 ms
[2022-04-01 19:48:13 main:574] : INFO : Epoch 1997 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 1041.33 ms
[2022-04-01 19:48:14 main:574] : INFO : Epoch 1998 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 1031.62 ms
[2022-04-01 19:48:15 main:574] : INFO : Epoch 1999 | loss: 0.0311813 | val_loss: 0.0311791 | Time: 1030.29 ms
[2022-04-01 19:48:16 main:574] : INFO : Epoch 2000 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 1030.33 ms
[2022-04-01 19:48:17 main:574] : INFO : Epoch 2001 | loss: 0.0311811 | val_loss: 0.0311787 | Time: 1031.8 ms
[2022-04-01 19:48:18 main:574] : INFO : Epoch 2002 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 1034.02 ms
[2022-04-01 19:48:19 main:574] : INFO : Epoch 2003 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 1053.33 ms
[2022-04-01 19:48:20 main:574] : INFO : Epoch 2004 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 1024.63 ms
[2022-04-01 19:48:21 main:574] : INFO : Epoch 2005 | loss: 0.031179 | val_loss: 0.0311785 | Time: 1052.04 ms
[2022-04-01 19:48:22 main:574] : INFO : Epoch 2006 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 1058.17 ms
[2022-04-01 19:48:23 main:574] : INFO : Epoch 2007 | loss: 0.03118 | val_loss: 0.0311784 | Time: 1061.72 ms
[2022-04-01 19:48:24 main:574] : INFO : Epoch 2008 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 1071.9 ms
[2022-04-01 19:48:25 main:574] : INFO : Epoch 2009 | loss: 0.0311822 | val_loss: 0.0311794 | Time: 1125.99 ms
[2022-04-01 19:48:27 main:574] : INFO : Epoch 2010 | loss: 0.0311806 | val_loss: 0.0311788 | Time: 1070.01 ms
[2022-04-01 19:48:28 main:574] : INFO : Epoch 2011 | loss: 0.0311799 | val_loss: 0.0311783 | Time: 1064.36 ms
[2022-04-01 19:48:29 main:574] : INFO : Epoch 2012 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 1032.96 ms
[2022-04-01 19:48:30 main:574] : INFO : Epoch 2013 | loss: 0.0311794 | val_loss: 0.031177 | Time: 1030.9 ms
[2022-04-01 19:48:31 main:574] : INFO : Epoch 2014 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 1102.06 ms
[2022-04-01 19:48:32 main:574] : INFO : Epoch 2015 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 1145.1 ms
[2022-04-01 19:48:33 main:574] : INFO : Epoch 2016 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 1155.25 ms
[2022-04-01 19:48:34 main:574] : INFO : Epoch 2017 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1100.56 ms
[2022-04-01 19:48:35 main:574] : INFO : Epoch 2018 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 1082.01 ms
[2022-04-01 19:48:36 main:574] : INFO : Epoch 2019 | loss: 0.0311814 | val_loss: 0.0311875 | Time: 1122.4 ms
[2022-04-01 19:48:38 main:574] : INFO : Epoch 2020 | loss: 0.0311818 | val_loss: 0.0311808 | Time: 1146.24 ms
[2022-04-01 19:48:39 main:574] : INFO : Epoch 2021 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1191.18 ms
[2022-04-01 19:48:40 main:574] : INFO : Epoch 2022 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1184.85 ms
[2022-04-01 19:48:41 main:574] : INFO : Epoch 2023 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 1142.45 ms
[2022-04-01 19:48:42 main:574] : INFO : Epoch 2024 | loss: 0.03118 | val_loss: 0.0311795 | Time: 1172 ms
[2022-04-01 19:48:43 main:574] : INFO : Epoch 2025 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 1219.1 ms
[2022-04-01 19:48:45 main:574] : INFO : Epoch 2026 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 1205.67 ms
[2022-04-01 19:48:46 main:574] : INFO : Epoch 2027 | loss: 0.0311774 | val_loss: 0.031178 | Time: 1114.87 ms
[2022-04-01 19:48:47 main:574] : INFO : Epoch 2028 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1086.53 ms
[2022-04-01 19:48:48 main:574] : INFO : Epoch 2029 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 1097.5 ms
[2022-04-01 19:48:49 main:574] : INFO : Epoch 2030 | loss: 0.0311817 | val_loss: 0.0311795 | Time: 1152.62 ms
[2022-04-01 19:48:50 main:574] : INFO : Epoch 2031 | loss: 0.0311807 | val_loss: 0.0311793 | Time: 1081.9 ms
[2022-04-01 19:48:51 main:574] : INFO : Epoch 2032 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 1138.21 ms
[2022-04-01 19:48:52 main:574] : INFO : Epoch 2033 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 1080.96 ms
[2022-04-01 19:48:54 main:574] : INFO : Epoch 2034 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 1110.46 ms
[2022-04-01 19:48:55 main:574] : INFO : Epoch 2035 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 1121.42 ms
[2022-04-01 19:48:56 main:574] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 1210.45 ms
[2022-04-01 19:48:57 main:574] : INFO : Epoch 2037 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 1050.55 ms
[2022-04-01 19:48:58 main:574] : INFO : Epoch 2038 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 1229.91 ms
[2022-04-01 19:48:59 main:574] : INFO : Epoch 2039 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1118.06 ms
[2022-04-01 19:49:00 main:574] : INFO : Epoch 2040 | loss: 0.031178 | val_loss: 0.0311806 | Time: 1081.57 ms
[2022-04-01 19:49:02 main:574] : INFO : Epoch 2041 | loss: 0.031177 | val_loss: 0.0311798 | Time: 1087.83 ms
[2022-04-01 19:49:03 main:574] : INFO : Epoch 2042 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 1060.55 ms
[2022-04-01 19:49:04 main:574] : INFO : Epoch 2043 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 1155.61 ms
[2022-04-01 19:49:05 main:574] : INFO : Epoch 2044 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 1107.47 ms
[2022-04-01 19:49:06 main:574] : INFO : Epoch 2045 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 1125.68 ms
[2022-04-01 19:49:07 main:574] : INFO : Epoch 2046 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 1122.24 ms
[2022-04-01 19:49:08 main:574] : INFO : Epoch 2047 | loss: 0.0311756 | val_loss: 0.03118 | Time: 1098.14 ms
[2022-04-01 19:49:09 main:574] : INFO : Epoch 2048 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 1103.37 ms
[2022-04-01 19:49:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311797
[2022-04-01 19:49:09 main:603] : INFO : Saving end state to config to file
[2022-04-01 19:49:09 main:608] : INFO : Success, exiting..
19:49:09 (9328): 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)