Task 14622752
| Name | ParityModified-1647045004-15001-3-0_0 |
| Workunit | 11639559 |
| Created | 17 Apr 2022, 12:18:24 UTC |
| Sent | 17 Apr 2022, 12:18:37 UTC |
| Report deadline | 25 Apr 2022, 12:18:37 UTC |
| Received | 18 Apr 2022, 12:31:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 47 min 24 sec |
| CPU time | 44 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 1298.38 ms [2022-04-18 08:20:03 main:574] : INFO : Epoch 1543 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 1394.72 ms [2022-04-18 08:20:04 main:574] : INFO : Epoch 1544 | loss: 0.0311812 | val_loss: 0.0311795 | Time: 1188.42 ms [2022-04-18 08:20:06 main:574] : INFO : Epoch 1545 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1303.27 ms [2022-04-18 08:20:07 main:574] : INFO : Epoch 1546 | loss: 0.0311803 | val_loss: 0.031179 | Time: 1338.96 ms [2022-04-18 08:20:08 main:574] : INFO : Epoch 1547 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 1226.95 ms [2022-04-18 08:20:10 main:574] : INFO : Epoch 1548 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 1239.31 ms [2022-04-18 08:20:11 main:574] : INFO : Epoch 1549 | loss: 0.0311802 | val_loss: 0.0311783 | Time: 1377.58 ms [2022-04-18 08:20:13 main:574] : INFO : Epoch 1550 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 1276.44 ms [2022-04-18 08:20:14 main:574] : INFO : Epoch 1551 | loss: 0.0311776 | val_loss: 0.0311788 | Time: 1215.38 ms [2022-04-18 08:20:15 main:574] : INFO : Epoch 1552 | loss: 0.031177 | val_loss: 0.0311781 | Time: 1364.03 ms [2022-04-18 08:20:17 main:574] : INFO : Epoch 1553 | loss: 0.0311822 | val_loss: 0.0311799 | Time: 1265.54 ms [2022-04-18 08:20:18 main:574] : INFO : Epoch 1554 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 1156.19 ms [2022-04-18 08:20:20 main:574] : INFO : Epoch 1555 | loss: 0.0311803 | val_loss: 0.0311785 | Time: 1358.22 ms [2022-04-18 08:20:21 main:574] : INFO : Epoch 1556 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1392.12 ms [2022-04-18 08:20:22 main:574] : INFO : Epoch 1557 | loss: 0.0311779 | val_loss: 0.031178 | Time: 1206.93 ms [2022-04-18 08:20:24 main:574] : INFO : Epoch 1558 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 1379.25 ms [2022-04-18 08:20:25 main:574] : INFO : Epoch 1559 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 1307.78 ms [2022-04-18 08:20:26 main:574] : INFO : Epoch 1560 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 1167.16 ms [2022-04-18 08:20:28 main:574] : INFO : Epoch 1561 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1349.28 ms [2022-04-18 08:20:29 main:574] : INFO : Epoch 1562 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 1350.51 ms [2022-04-18 08:20:30 main:574] : INFO : Epoch 1563 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 1158.41 ms [2022-04-18 08:20:32 main:574] : INFO : Epoch 1564 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 1307.07 ms [2022-04-18 08:20:33 main:574] : INFO : Epoch 1565 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 1358.8 ms [2022-04-18 08:20:34 main:574] : INFO : Epoch 1566 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 1154.87 ms [2022-04-18 08:20:36 main:574] : INFO : Epoch 1567 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 1320.69 ms [2022-04-18 08:20:37 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.0311817 | Time: 1357.58 ms [2022-04-18 08:20:39 main:574] : INFO : Epoch 1569 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1193.25 ms [2022-04-18 08:20:40 main:574] : INFO : Epoch 1570 | loss: 0.0311768 | val_loss: 0.031179 | Time: 1248.75 ms [2022-04-18 08:20:41 main:574] : INFO : Epoch 1571 | loss: 0.031176 | val_loss: 0.0311798 | Time: 1379.2 ms [2022-04-18 08:20:43 main:574] : INFO : Epoch 1572 | loss: 0.031175 | val_loss: 0.0311799 | Time: 1204.96 ms [2022-04-18 08:20:44 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1265.23 ms [2022-04-18 08:20:46 main:574] : INFO : Epoch 1574 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 1388.64 ms [2022-04-18 08:20:47 main:574] : INFO : Epoch 1575 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 1250.91 ms [2022-04-18 08:20:48 main:574] : INFO : Epoch 1576 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 1229.86 ms [2022-04-18 08:20:50 main:574] : INFO : Epoch 1577 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 1355.29 ms [2022-04-18 08:20:51 main:574] : INFO : Epoch 1578 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 1314.47 ms [2022-04-18 08:20:52 main:574] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1191.83 ms [2022-04-18 08:20:54 main:574] : INFO : Epoch 1580 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 1365.98 ms [2022-04-18 08:20:55 main:574] : INFO : Epoch 1581 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 1318.84 ms [2022-04-18 08:20:56 main:574] : INFO : Epoch 1582 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 1174.25 ms [2022-04-18 08:20:58 main:574] : INFO : Epoch 1583 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 1306.62 ms [2022-04-18 08:20:59 main:574] : INFO : Epoch 1584 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 1363.65 ms [2022-04-18 08:21:01 main:574] : INFO : Epoch 1585 | loss: 0.0311756 | val_loss: 0.031179 | Time: 1181.75 ms [2022-04-18 08:21:02 main:574] : INFO : Epoch 1586 | loss: 0.0311756 | val_loss: 0.0311866 | Time: 1278.77 ms [2022-04-18 08:21:04 main:574] : INFO : Epoch 1587 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 1379.34 ms [2022-04-18 08:21:05 main:574] : INFO : Epoch 1588 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 1255.21 ms [2022-04-18 08:21:06 main:574] : INFO : Epoch 1589 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 1248.77 ms [2022-04-18 08:21:08 main:574] : INFO : Epoch 1590 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 1386.51 ms [2022-04-18 08:21:09 main:574] : INFO : Epoch 1591 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1242.88 ms [2022-04-18 08:21:10 main:574] : INFO : Epoch 1592 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 1206.2 ms [2022-04-18 08:21:12 main:574] : INFO : Epoch 1593 | loss: 0.03118 | val_loss: 0.0311843 | Time: 1361.17 ms [2022-04-18 08:21:13 main:574] : INFO : Epoch 1594 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 1221.48 ms [2022-04-18 08:21:15 main:574] : INFO : Epoch 1595 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 1215.17 ms [2022-04-18 08:21:16 main:574] : INFO : Epoch 1596 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 1369.63 ms [2022-04-18 08:21:17 main:574] : INFO : Epoch 1597 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 1215.71 ms [2022-04-18 08:21:18 main:574] : INFO : Epoch 1598 | loss: 0.0311979 | val_loss: 0.0312153 | Time: 1293.85 ms [2022-04-18 08:21:20 main:574] : INFO : Epoch 1599 | loss: 0.0311975 | val_loss: 0.0312397 | Time: 1385.49 ms [2022-04-18 08:21:21 main:574] : INFO : Epoch 1600 | loss: 0.0311943 | val_loss: 0.0311846 | Time: 1176.77 ms [2022-04-18 08:21:22 main:574] : INFO : Epoch 1601 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 1263.3 ms [2022-04-18 08:21:24 main:574] : INFO : Epoch 1602 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 1354.04 ms [2022-04-18 08:21:25 main:574] : INFO : Epoch 1603 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 1196.28 ms [2022-04-18 08:21:26 main:574] : INFO : Epoch 1604 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 1272.65 ms [2022-04-18 08:21:28 main:574] : INFO : Epoch 1605 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 1365.29 ms [2022-04-18 08:21:29 main:574] : INFO : Epoch 1606 | loss: 0.031177 | val_loss: 0.0311794 | Time: 1211.69 ms [2022-04-18 08:21:30 main:574] : INFO : Epoch 1607 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 1269.25 ms [2022-04-18 08:21:32 main:574] : INFO : Epoch 1608 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 1343.4 ms [2022-04-18 08:21:33 main:574] : INFO : Epoch 1609 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1214.68 ms [2022-04-18 08:21:35 main:574] : INFO : Epoch 1610 | loss: 0.0311753 | val_loss: 0.031179 | Time: 1245.81 ms [2022-04-18 08:21:36 main:574] : INFO : Epoch 1611 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 1381.18 ms [2022-04-18 08:21:38 main:574] : INFO : Epoch 1612 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 1305.16 ms [2022-04-18 08:21:39 main:574] : INFO : Epoch 1613 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 1175.4 ms [2022-04-18 08:21:40 main:574] : INFO : Epoch 1614 | loss: 0.0311736 | val_loss: 0.031178 | Time: 1375.23 ms [2022-04-18 08:21:42 main:574] : INFO : Epoch 1615 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1288.05 ms [2022-04-18 08:21:43 main:574] : INFO : Epoch 1616 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1205.81 ms [2022-04-18 08:21:44 main:574] : INFO : Epoch 1617 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 1383.01 ms [2022-04-18 08:21:46 main:574] : INFO : Epoch 1618 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 1333.22 ms [2022-04-18 08:21:47 main:574] : INFO : Epoch 1619 | loss: 0.0311746 | val_loss: 0.0311882 | Time: 1188.98 ms [2022-04-18 08:21:48 main:574] : INFO : Epoch 1620 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 1355.65 ms [2022-04-18 08:21:50 main:574] : INFO : Epoch 1621 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 1339.67 ms [2022-04-18 08:21:51 main:574] : INFO : Epoch 1622 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 1168.96 ms [2022-04-18 08:21:52 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 1372.91 ms [2022-04-18 08:21:54 main:574] : INFO : Epoch 1624 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 1387.79 ms [2022-04-18 08:21:55 main:574] : INFO : Epoch 1625 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 1258.62 ms [2022-04-18 08:21:57 main:574] : INFO : Epoch 1626 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 1294.63 ms [2022-04-18 08:21:58 main:574] : INFO : Epoch 1627 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 1371.01 ms [2022-04-18 08:21:59 main:574] : INFO : Epoch 1628 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 1250.39 ms [2022-04-18 08:22:01 main:574] : INFO : Epoch 1629 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 1248.39 ms [2022-04-18 08:22:02 main:574] : INFO : Epoch 1630 | loss: 0.0311785 | val_loss: 0.0311784 | Time: 1357.07 ms [2022-04-18 08:22:03 main:574] : INFO : Epoch 1631 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 1246.23 ms [2022-04-18 08:22:05 main:574] : INFO : Epoch 1632 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1246.04 ms [2022-04-18 08:22:06 main:574] : INFO : Epoch 1633 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 1386.99 ms [2022-04-18 08:22:07 main:574] : INFO : Epoch 1634 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 1211.45 ms [2022-04-18 08:22:09 main:574] : INFO : Epoch 1635 | loss: 0.0311777 | val_loss: 0.03118 | Time: 1264.02 ms [2022-04-18 08:22:10 main:574] : INFO : Epoch 1636 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 1381.73 ms [2022-04-18 08:22:11 main:574] : INFO : Epoch 1637 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 1206.1 ms [2022-04-18 08:22:13 main:574] : INFO : Epoch 1638 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 1227.98 ms [2022-04-18 08:22:14 main:574] : INFO : Epoch 1639 | loss: 0.031177 | val_loss: 0.0311826 | Time: 1368.23 ms [2022-04-18 08:22:16 main:574] : INFO : Epoch 1640 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 1259.16 ms [2022-04-18 08:22:17 main:574] : INFO : Epoch 1641 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 1215.52 ms [2022-04-18 08:22:18 main:574] : INFO : Epoch 1642 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 1369.45 ms [2022-04-18 08:22:20 main:574] : INFO : Epoch 1643 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 1312.85 ms [2022-04-18 08:22:21 main:574] : INFO : Epoch 1644 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 1153.95 ms [2022-04-18 08:22:23 main:574] : INFO : Epoch 1645 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 1340.28 ms [2022-04-18 08:22:24 main:574] : INFO : Epoch 1646 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 1293.69 ms [2022-04-18 08:22:25 main:574] : INFO : Epoch 1647 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1160.51 ms [2022-04-18 08:22:27 main:574] : INFO : Epoch 1648 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 1420.71 ms [2022-04-18 08:22:28 main:574] : INFO : Epoch 1649 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 1398.15 ms [2022-04-18 08:22:29 main:574] : INFO : Epoch 1650 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 1226.51 ms [2022-04-18 08:22:31 main:574] : INFO : Epoch 1651 | loss: 0.0311786 | val_loss: 0.031183 | Time: 1340.34 ms [2022-04-18 08:22:32 main:574] : INFO : Epoch 1652 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 1350.11 ms [2022-04-18 08:22:33 main:574] : INFO : Epoch 1653 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 1167.41 ms [2022-04-18 08:22:35 main:574] : INFO : Epoch 1654 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 1345.94 ms [2022-04-18 08:22:36 main:574] : INFO : Epoch 1655 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 1342.5 ms [2022-04-18 08:22:37 main:574] : INFO : Epoch 1656 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 1156.92 ms [2022-04-18 08:22:39 main:574] : INFO : Epoch 1657 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 1332.77 ms [2022-04-18 08:22:40 main:574] : INFO : Epoch 1658 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1322.76 ms [2022-04-18 08:22:41 main:574] : INFO : Epoch 1659 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 1163.38 ms [2022-04-18 08:22:43 main:574] : INFO : Epoch 1660 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 1304.53 ms [2022-04-18 08:22:44 main:574] : INFO : Epoch 1661 | loss: 0.0311754 | val_loss: 0.031179 | Time: 1362.18 ms [2022-04-18 08:22:45 main:574] : INFO : Epoch 1662 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 1177.01 ms [2022-04-18 08:22:47 main:574] : INFO : Epoch 1663 | loss: 0.0311743 | val_loss: 0.0311761 | Time: 1293.09 ms [2022-04-18 08:22:49 main:574] : INFO : Epoch 1664 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 1822.65 ms [2022-04-18 08:22:51 main:574] : INFO : Epoch 1665 | loss: 0.0311771 | val_loss: 0.0311838 | Time: 1768.64 ms [2022-04-18 08:22:52 main:574] : INFO : Epoch 1666 | loss: 0.0311761 | val_loss: 0.03118 | Time: 1675.97 ms [2022-04-18 08:22:54 main:574] : INFO : Epoch 1667 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 1660.23 ms [2022-04-18 08:22:55 main:574] : INFO : Epoch 1668 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 1515.37 ms [2022-04-18 08:22:57 main:574] : INFO : Epoch 1669 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1536.39 ms [2022-04-18 08:22:58 main:574] : INFO : Epoch 1670 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 1461.9 ms [2022-04-18 08:23:00 main:574] : INFO : Epoch 1671 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 1332.13 ms [2022-04-18 08:23:01 main:574] : INFO : Epoch 1672 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 1399.69 ms [2022-04-18 08:23:03 main:574] : INFO : Epoch 1673 | loss: 0.031174 | val_loss: 0.0311778 | Time: 1453.91 ms [2022-04-18 08:23:04 main:574] : INFO : Epoch 1674 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1374.85 ms [2022-04-18 08:23:05 main:574] : INFO : Epoch 1675 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 1256.22 ms [2022-04-18 08:23:07 main:574] : INFO : Epoch 1676 | loss: 0.031172 | val_loss: 0.031178 | Time: 1401.34 ms [2022-04-18 08:23:08 main:574] : INFO : Epoch 1677 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 1421.09 ms [2022-04-18 08:23:10 main:574] : INFO : Epoch 1678 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 1259.73 ms [2022-04-18 08:23:11 main:574] : INFO : Epoch 1679 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 1309.13 ms [2022-04-18 08:23:13 main:574] : INFO : Epoch 1680 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 1468 ms [2022-04-18 08:23:14 main:574] : INFO : Epoch 1681 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 1328.84 ms [2022-04-18 08:23:15 main:574] : INFO : Epoch 1682 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 1202.4 ms [2022-04-18 08:23:17 main:574] : INFO : Epoch 1683 | loss: 0.031175 | val_loss: 0.0311741 | Time: 1378.45 ms [2022-04-18 08:23:18 main:574] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311749 | Time: 1409.02 ms [2022-04-18 08:23:20 main:574] : INFO : Epoch 1685 | loss: 0.0311727 | val_loss: 0.031175 | Time: 1206.81 ms [2022-04-18 08:23:21 main:574] : INFO : Epoch 1686 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 1390.83 ms [2022-04-18 08:23:23 main:574] : INFO : Epoch 1687 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 1429.42 ms [2022-04-18 08:23:24 main:574] : INFO : Epoch 1688 | loss: 0.0311745 | val_loss: 0.0311733 | Time: 1193.8 ms [2022-04-18 08:23:25 main:574] : INFO : Epoch 1689 | loss: 0.0311716 | val_loss: 0.0311735 | Time: 1388.19 ms [2022-04-18 08:23:27 main:574] : INFO : Epoch 1690 | loss: 0.0311708 | val_loss: 0.0311734 | Time: 1446.36 ms [2022-04-18 08:23:28 main:574] : INFO : Epoch 1691 | loss: 0.031171 | val_loss: 0.0311736 | Time: 1207.29 ms [2022-04-18 08:23:29 main:574] : INFO : Epoch 1692 | loss: 0.0311717 | val_loss: 0.031175 | Time: 1329.29 ms [2022-04-18 08:23:31 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.031174 | Time: 1448.82 ms [2022-04-18 08:23:32 main:574] : INFO : Epoch 1694 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 1220.32 ms [2022-04-18 08:23:33 main:574] : INFO : Epoch 1695 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 1360.05 ms [2022-04-18 08:23:35 main:574] : INFO : Epoch 1696 | loss: 0.0311735 | val_loss: 0.0311736 | Time: 1367.65 ms [2022-04-18 08:23:36 main:574] : INFO : Epoch 1697 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 1215.85 ms [2022-04-18 08:23:37 main:574] : INFO : Epoch 1698 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1250.78 ms [2022-04-18 08:23:39 main:574] : INFO : Epoch 1699 | loss: 0.0311763 | val_loss: 0.0311757 | Time: 1387.53 ms [2022-04-18 08:23:40 main:574] : INFO : Epoch 1700 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 1251.67 ms [2022-04-18 08:23:41 main:574] : INFO : Epoch 1701 | loss: 0.031174 | val_loss: 0.0311764 | Time: 1265.4 ms [2022-04-18 08:23:43 main:574] : INFO : Epoch 1702 | loss: 0.0311732 | val_loss: 0.0311744 | Time: 1376.65 ms [2022-04-18 08:23:44 main:574] : INFO : Epoch 1703 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 1267.13 ms [2022-04-18 08:23:46 main:574] : INFO : Epoch 1704 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1223.96 ms [2022-04-18 08:23:47 main:574] : INFO : Epoch 1705 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 1396.76 ms [2022-04-18 08:23:48 main:574] : INFO : Epoch 1706 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 1288.95 ms [2022-04-18 08:23:50 main:574] : INFO : Epoch 1707 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 1197.52 ms [2022-04-18 08:23:51 main:574] : INFO : Epoch 1708 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 1384.64 ms [2022-04-18 08:23:52 main:574] : INFO : Epoch 1709 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 1300.57 ms [2022-04-18 08:23:54 main:574] : INFO : Epoch 1710 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 1221.26 ms [2022-04-18 08:23:55 main:574] : INFO : Epoch 1711 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1370.95 ms [2022-04-18 08:23:56 main:574] : INFO : Epoch 1712 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1313.56 ms [2022-04-18 08:23:58 main:574] : INFO : Epoch 1713 | loss: 0.0311739 | val_loss: 0.031177 | Time: 1193.59 ms [2022-04-18 08:23:59 main:574] : INFO : Epoch 1714 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 1339.09 ms [2022-04-18 08:24:01 main:574] : INFO : Epoch 1715 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 1381.9 ms [2022-04-18 08:24:02 main:574] : INFO : Epoch 1716 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 1188.5 ms [2022-04-18 08:24:03 main:574] : INFO : Epoch 1717 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 1271.43 ms [2022-04-18 08:24:05 main:574] : INFO : Epoch 1718 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1373.82 ms [2022-04-18 08:24:06 main:574] : INFO : Epoch 1719 | loss: 0.0311729 | val_loss: 0.031178 | Time: 1254.56 ms [2022-04-18 08:24:08 main:574] : INFO : Epoch 1720 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 1211.01 ms [2022-04-18 08:24:09 main:574] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 1419.56 ms [2022-04-18 08:24:11 main:574] : INFO : Epoch 1722 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 1302.17 ms [2022-04-18 08:24:12 main:574] : INFO : Epoch 1723 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 1156.94 ms [2022-04-18 08:24:13 main:574] : INFO : Epoch 1724 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 1353.67 ms [2022-04-18 08:24:15 main:574] : INFO : Epoch 1725 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 1356.35 ms [2022-04-18 08:24:16 main:574] : INFO : Epoch 1726 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 1172.75 ms [2022-04-18 08:24:17 main:574] : INFO : Epoch 1727 | loss: 0.031174 | val_loss: 0.0311748 | Time: 1301.03 ms [2022-04-18 08:24:19 main:574] : INFO : Epoch 1728 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 1382.31 ms [2022-04-18 08:24:20 main:574] : INFO : Epoch 1729 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1236.01 ms [2022-04-18 08:24:22 main:574] : INFO : Epoch 1730 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 1247.64 ms [2022-04-18 08:24:23 main:574] : INFO : Epoch 1731 | loss: 0.0311727 | val_loss: 0.031174 | Time: 1395.95 ms [2022-04-18 08:24:24 main:574] : INFO : Epoch 1732 | loss: 0.031176 | val_loss: 0.0311756 | Time: 1241.33 ms [2022-04-18 08:24:26 main:574] : INFO : Epoch 1733 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 1206.13 ms [2022-04-18 08:24:27 main:574] : INFO : Epoch 1734 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1365.25 ms [2022-04-18 08:24:29 main:574] : INFO : Epoch 1735 | loss: 0.0311788 | val_loss: 0.0311834 | Time: 1300.96 ms [2022-04-18 08:24:30 main:574] : INFO : Epoch 1736 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1166 ms [2022-04-18 08:24:31 main:574] : INFO : Epoch 1737 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 1358.76 ms [2022-04-18 08:24:33 main:574] : INFO : Epoch 1738 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 1327.47 ms [2022-04-18 08:24:34 main:574] : INFO : Epoch 1739 | loss: 0.0311837 | val_loss: 0.0311761 | Time: 1409.16 ms [2022-04-18 08:24:36 main:574] : INFO : Epoch 1740 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1275.06 ms [2022-04-18 08:24:37 main:574] : INFO : Epoch 1741 | loss: 0.0311791 | val_loss: 0.0311769 | Time: 1361.5 ms [2022-04-18 08:24:38 main:574] : INFO : Epoch 1742 | loss: 0.0311777 | val_loss: 0.031176 | Time: 1207.62 ms [2022-04-18 08:24:40 main:574] : INFO : Epoch 1743 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1232.99 ms [2022-04-18 08:24:41 main:574] : INFO : Epoch 1744 | loss: 0.031175 | val_loss: 0.0311755 | Time: 1384.28 ms [2022-04-18 08:24:43 main:574] : INFO : Epoch 1745 | loss: 0.0311759 | val_loss: 0.031175 | Time: 1291.39 ms [2022-04-18 08:24:44 main:574] : INFO : Epoch 1746 | loss: 0.0311751 | val_loss: 0.0311754 | Time: 1189.3 ms [2022-04-18 08:24:45 main:574] : INFO : Epoch 1747 | loss: 0.0311768 | val_loss: 0.0311748 | Time: 1366.6 ms [2022-04-18 08:24:47 main:574] : INFO : Epoch 1748 | loss: 0.0311783 | val_loss: 0.0311742 | Time: 1339.68 ms [2022-04-18 08:24:48 main:574] : INFO : Epoch 1749 | loss: 0.0311746 | val_loss: 0.031176 | Time: 1171.96 ms [2022-04-18 08:24:50 main:574] : INFO : Epoch 1750 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 1374.61 ms [2022-04-18 08:24:51 main:574] : INFO : Epoch 1751 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 1341 ms [2022-04-18 08:24:52 main:574] : INFO : Epoch 1752 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 1187.02 ms [2022-04-18 08:24:54 main:574] : INFO : Epoch 1753 | loss: 0.0311773 | val_loss: 0.0311779 | Time: 1302.92 ms [2022-04-18 08:24:55 main:574] : INFO : Epoch 1754 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 1369.93 ms [2022-04-18 08:24:56 main:574] : INFO : Epoch 1755 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 1189.77 ms [2022-04-18 08:24:58 main:574] : INFO : Epoch 1756 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 1273.31 ms [2022-04-18 08:24:59 main:574] : INFO : Epoch 1757 | loss: 0.031174 | val_loss: 0.0311756 | Time: 1378.82 ms [2022-04-18 08:25:00 main:574] : INFO : Epoch 1758 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1195.19 ms [2022-04-18 08:25:02 main:574] : INFO : Epoch 1759 | loss: 0.031175 | val_loss: 0.0311753 | Time: 1279.45 ms [2022-04-18 08:25:03 main:574] : INFO : Epoch 1760 | loss: 0.0311745 | val_loss: 0.031176 | Time: 1396.11 ms [2022-04-18 08:25:05 main:574] : INFO : Epoch 1761 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 1239.03 ms [2022-04-18 08:25:06 main:574] : INFO : Epoch 1762 | loss: 0.0311747 | val_loss: 0.0311759 | Time: 1250.35 ms [2022-04-18 08:25:07 main:574] : INFO : Epoch 1763 | loss: 0.031174 | val_loss: 0.031176 | Time: 1370.63 ms [2022-04-18 08:25:09 main:574] : INFO : Epoch 1764 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1294.23 ms [2022-04-18 08:25:10 main:574] : INFO : Epoch 1765 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 1211.15 ms [2022-04-18 08:25:11 main:574] : INFO : Epoch 1766 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 1358.39 ms [2022-04-18 08:25:13 main:574] : INFO : Epoch 1767 | loss: 0.031175 | val_loss: 0.0311767 | Time: 1281.19 ms [2022-04-18 08:25:14 main:574] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 1197.76 ms [2022-04-18 08:25:16 main:574] : INFO : Epoch 1769 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1383.2 ms [2022-04-18 08:25:17 main:574] : INFO : Epoch 1770 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 1311.69 ms [2022-04-18 08:25:18 main:574] : INFO : Epoch 1771 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 1184.1 ms [2022-04-18 08:25:20 main:574] : INFO : Epoch 1772 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 1354.04 ms [2022-04-18 08:25:21 main:574] : INFO : Epoch 1773 | loss: 0.0311818 | val_loss: 0.0311859 | Time: 1325.9 ms [2022-04-18 08:25:22 main:574] : INFO : Epoch 1774 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 1169.6 ms [2022-04-18 08:25:24 main:574] : INFO : Epoch 1775 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 1342.04 ms [2022-04-18 08:25:25 main:574] : INFO : Epoch 1776 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 1363.74 ms [2022-04-18 08:25:26 main:574] : INFO : Epoch 1777 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 1152.83 ms [2022-04-18 08:25:28 main:574] : INFO : Epoch 1778 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 1294.12 ms [2022-04-18 08:25:29 main:574] : INFO : Epoch 1779 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 1373.74 ms [2022-04-18 08:25:30 main:574] : INFO : Epoch 1780 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 1186.93 ms [2022-04-18 08:25:32 main:574] : INFO : Epoch 1781 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 1300.74 ms [2022-04-18 08:25:33 main:574] : INFO : Epoch 1782 | loss: 0.0311752 | val_loss: 0.031183 | Time: 1380.54 ms [2022-04-18 08:25:35 main:574] : INFO : Epoch 1783 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1373.16 ms [2022-04-18 08:25:36 main:574] : INFO : Epoch 1784 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 1264.48 ms [2022-04-18 08:25:37 main:574] : INFO : Epoch 1785 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1369.38 ms [2022-04-18 08:25:39 main:574] : INFO : Epoch 1786 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 1193.55 ms [2022-04-18 08:25:40 main:574] : INFO : Epoch 1787 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 1294.72 ms [2022-04-18 08:25:42 main:574] : INFO : Epoch 1788 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 1375 ms [2022-04-18 08:25:43 main:574] : INFO : Epoch 1789 | loss: 0.031173 | val_loss: 0.0311805 | Time: 1255.78 ms [2022-04-18 08:25:44 main:574] : INFO : Epoch 1790 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 1257.51 ms [2022-04-18 08:25:46 main:574] : INFO : Epoch 1791 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1383.67 ms [2022-04-18 08:25:47 main:574] : INFO : Epoch 1792 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1235.51 ms [2022-04-18 08:25:48 main:574] : INFO : Epoch 1793 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 1259.36 ms [2022-04-18 08:25:50 main:574] : INFO : Epoch 1794 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1393.13 ms [2022-04-18 08:25:51 main:574] : INFO : Epoch 1795 | loss: 0.0311776 | val_loss: 0.031176 | Time: 1277.66 ms [2022-04-18 08:25:52 main:574] : INFO : Epoch 1796 | loss: 0.0311765 | val_loss: 0.031177 | Time: 1235.56 ms [2022-04-18 08:25:54 main:574] : INFO : Epoch 1797 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 1365.37 ms [2022-04-18 08:25:55 main:574] : INFO : Epoch 1798 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 1307.49 ms [2022-04-18 08:25:56 main:574] : INFO : Epoch 1799 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 1200.46 ms [2022-04-18 08:25:58 main:574] : INFO : Epoch 1800 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 1411.95 ms [2022-04-18 08:25:59 main:574] : INFO : Epoch 1801 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 1272.74 ms [2022-04-18 08:26:00 main:574] : INFO : Epoch 1802 | loss: 0.0311752 | val_loss: 0.031176 | Time: 1210.41 ms [2022-04-18 08:26:02 main:574] : INFO : Epoch 1803 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 1371.29 ms [2022-04-18 08:26:03 main:574] : INFO : Epoch 1804 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 1336.43 ms [2022-04-18 08:26:04 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.031177 | Time: 1181.39 ms [2022-04-18 08:26:06 main:574] : INFO : Epoch 1806 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 1334.84 ms [2022-04-18 08:26:07 main:574] : INFO : Epoch 1807 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 1352.87 ms [2022-04-18 08:26:09 main:574] : INFO : Epoch 1808 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 1170.17 ms [2022-04-18 08:26:10 main:574] : INFO : Epoch 1809 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 1343.43 ms [2022-04-18 08:26:12 main:574] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 1364.61 ms [2022-04-18 08:26:13 main:574] : INFO : Epoch 1811 | loss: 0.0311775 | val_loss: 0.0311752 | Time: 1218.72 ms [2022-04-18 08:26:14 main:574] : INFO : Epoch 1812 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1271.12 ms [2022-04-18 08:26:16 main:574] : INFO : Epoch 1813 | loss: 0.0311776 | val_loss: 0.031176 | Time: 1379.34 ms [2022-04-18 08:26:17 main:574] : INFO : Epoch 1814 | loss: 0.0311783 | val_loss: 0.0311754 | Time: 1253.45 ms [2022-04-18 08:26:18 main:574] : INFO : Epoch 1815 | loss: 0.0311766 | val_loss: 0.0311748 | Time: 1250.8 ms [2022-04-18 08:26:20 main:574] : INFO : Epoch 1816 | loss: 0.0311754 | val_loss: 0.031175 | Time: 1387.2 ms [2022-04-18 08:26:21 main:574] : INFO : Epoch 1817 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 1289.1 ms [2022-04-18 08:26:23 main:574] : INFO : Epoch 1818 | loss: 0.0311752 | val_loss: 0.0311744 | Time: 1208.75 ms [2022-04-18 08:26:24 main:574] : INFO : Epoch 1819 | loss: 0.031175 | val_loss: 0.0311748 | Time: 1356.41 ms [2022-04-18 08:26:25 main:574] : INFO : Epoch 1820 | loss: 0.0311762 | val_loss: 0.0311749 | Time: 1297.69 ms [2022-04-18 08:26:27 main:574] : INFO : Epoch 1821 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 1169.64 ms [2022-04-18 08:26:28 main:574] : INFO : Epoch 1822 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1379.51 ms [2022-04-18 08:26:29 main:574] : INFO : Epoch 1823 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 1290.53 ms [2022-04-18 08:26:31 main:574] : INFO : Epoch 1824 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 1181.85 ms [2022-04-18 08:26:32 main:574] : INFO : Epoch 1825 | loss: 0.0311729 | val_loss: 0.0311737 | Time: 1358.22 ms [2022-04-18 08:26:33 main:574] : INFO : Epoch 1826 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1340.55 ms [2022-04-18 08:26:35 main:574] : INFO : Epoch 1827 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 1359.94 ms [2022-04-18 08:26:36 main:574] : INFO : Epoch 1828 | loss: 0.0311741 | val_loss: 0.0311737 | Time: 1340.11 ms [2022-04-18 08:26:37 main:574] : INFO : Epoch 1829 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1296.97 ms [2022-04-18 08:26:39 main:574] : INFO : Epoch 1830 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 1195.79 ms [2022-04-18 08:26:40 main:574] : INFO : Epoch 1831 | loss: 0.0311735 | val_loss: 0.0311781 | Time: 1377.96 ms [2022-04-18 08:26:41 main:574] : INFO : Epoch 1832 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 1316.31 ms [2022-04-18 08:26:43 main:574] : INFO : Epoch 1833 | loss: 0.0311738 | val_loss: 0.031175 | Time: 1226.81 ms [2022-04-18 08:26:44 main:574] : INFO : Epoch 1834 | loss: 0.031173 | val_loss: 0.0311747 | Time: 1367.19 ms [2022-04-18 08:26:46 main:574] : INFO : Epoch 1835 | loss: 0.0311729 | val_loss: 0.0311739 | Time: 1321.14 ms [2022-04-18 08:26:47 main:574] : INFO : Epoch 1836 | loss: 0.0311726 | val_loss: 0.0311744 | Time: 1187.2 ms [2022-04-18 08:26:48 main:574] : INFO : Epoch 1837 | loss: 0.0311736 | val_loss: 0.031174 | Time: 1328.24 ms [2022-04-18 08:26:50 main:574] : INFO : Epoch 1838 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 1344.24 ms [2022-04-18 08:26:51 main:574] : INFO : Epoch 1839 | loss: 0.0311734 | val_loss: 0.031173 | Time: 1172.24 ms [2022-04-18 08:26:52 main:574] : INFO : Epoch 1840 | loss: 0.0311724 | val_loss: 0.0311731 | Time: 1361.42 ms [2022-04-18 08:26:54 main:574] : INFO : Epoch 1841 | loss: 0.0311722 | val_loss: 0.0311721 | Time: 1365.03 ms [2022-04-18 08:26:55 main:574] : INFO : Epoch 1842 | loss: 0.0311746 | val_loss: 0.0311721 | Time: 1207.72 ms [2022-04-18 08:26:56 main:574] : INFO : Epoch 1843 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 1259.04 ms [2022-04-18 08:26:58 main:574] : INFO : Epoch 1844 | loss: 0.0311721 | val_loss: 0.0311721 | Time: 1364.65 ms [2022-04-18 08:26:59 main:574] : INFO : Epoch 1845 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 1220.77 ms [2022-04-18 08:27:01 main:574] : INFO : Epoch 1846 | loss: 0.031172 | val_loss: 0.0311735 | Time: 1284.9 ms [2022-04-18 08:27:02 main:574] : INFO : Epoch 1847 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 1373.65 ms [2022-04-18 08:27:03 main:574] : INFO : Epoch 1848 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 1227.96 ms [2022-04-18 08:27:05 main:574] : INFO : Epoch 1849 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 1262.8 ms [2022-04-18 08:27:06 main:574] : INFO : Epoch 1850 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 1372.98 ms [2022-04-18 08:27:07 main:574] : INFO : Epoch 1851 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 1199.91 ms [2022-04-18 08:27:09 main:574] : INFO : Epoch 1852 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 1286.29 ms [2022-04-18 08:27:10 main:574] : INFO : Epoch 1853 | loss: 0.0311715 | val_loss: 0.031174 | Time: 1379.98 ms [2022-04-18 08:27:11 main:574] : INFO : Epoch 1854 | loss: 0.031175 | val_loss: 0.0311742 | Time: 1218.11 ms [2022-04-18 08:27:13 main:574] : INFO : Epoch 1855 | loss: 0.0311772 | val_loss: 0.0311745 | Time: 1286.73 ms [2022-04-18 08:27:14 main:574] : INFO : Epoch 1856 | loss: 0.0311792 | val_loss: 0.0311898 | Time: 1377.4 ms [2022-04-18 08:27:15 main:574] : INFO : Epoch 1857 | loss: 0.0311815 | val_loss: 0.0311745 | Time: 1234.17 ms [2022-04-18 08:27:17 main:574] : INFO : Epoch 1858 | loss: 0.0311752 | val_loss: 0.0311731 | Time: 1272.66 ms [2022-04-18 08:27:18 main:574] : INFO : Epoch 1859 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 1400.81 ms [2022-04-18 08:27:20 main:574] : INFO : Epoch 1860 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 1236.51 ms [2022-04-18 08:27:21 main:574] : INFO : Epoch 1861 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1227.57 ms [2022-04-18 08:27:22 main:574] : INFO : Epoch 1862 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 1386.47 ms [2022-04-18 08:27:24 main:574] : INFO : Epoch 1863 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 1295.05 ms [2022-04-18 08:27:25 main:574] : INFO : Epoch 1864 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 1188.46 ms [2022-04-18 08:27:26 main:574] : INFO : Epoch 1865 | loss: 0.0311731 | val_loss: 0.0311728 | Time: 1408.7 ms [2022-04-18 08:27:28 main:574] : INFO : Epoch 1866 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 1400.68 ms [2022-04-18 08:27:29 main:574] : INFO : Epoch 1867 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 1218.52 ms [2022-04-18 08:27:31 main:574] : INFO : Epoch 1868 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 1330.97 ms [2022-04-18 08:27:32 main:574] : INFO : Epoch 1869 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 1291.89 ms [2022-04-18 08:27:33 main:574] : INFO : Epoch 1870 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1190.41 ms [2022-04-18 08:27:35 main:574] : INFO : Epoch 1871 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 1349.67 ms [2022-04-18 08:27:36 main:574] : INFO : Epoch 1872 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 1312.63 ms [2022-04-18 08:27:37 main:574] : INFO : Epoch 1873 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 1160.24 ms [2022-04-18 08:27:39 main:574] : INFO : Epoch 1874 | loss: 0.0311715 | val_loss: 0.0311735 | Time: 1333.62 ms [2022-04-18 08:27:40 main:574] : INFO : Epoch 1875 | loss: 0.0311706 | val_loss: 0.0311737 | Time: 1353.55 ms [2022-04-18 08:27:41 main:574] : INFO : Epoch 1876 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 1175.75 ms [2022-04-18 08:27:43 main:574] : INFO : Epoch 1877 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1311.79 ms [2022-04-18 08:27:44 main:574] : INFO : Epoch 1878 | loss: 0.0311698 | val_loss: 0.031173 | Time: 1356.97 ms [2022-04-18 08:27:45 main:574] : INFO : Epoch 1879 | loss: 0.0311698 | val_loss: 0.031173 | Time: 1177.82 ms [2022-04-18 08:27:47 main:574] : INFO : Epoch 1880 | loss: 0.0311698 | val_loss: 0.031173 | Time: 1319.42 ms [2022-04-18 08:27:48 main:574] : INFO : Epoch 1881 | loss: 0.0311703 | val_loss: 0.0311726 | Time: 1375.57 ms [2022-04-18 08:27:50 main:574] : INFO : Epoch 1882 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 1239.89 ms [2022-04-18 08:27:51 main:574] : INFO : Epoch 1883 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 1263.04 ms [2022-04-18 08:27:52 main:574] : INFO : Epoch 1884 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1366.18 ms [2022-04-18 08:27:54 main:574] : INFO : Epoch 1885 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 1272.68 ms [2022-04-18 08:27:55 main:574] : INFO : Epoch 1886 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1334.84 ms [2022-04-18 08:27:56 main:574] : INFO : Epoch 1887 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1416.85 ms [2022-04-18 08:27:58 main:574] : INFO : Epoch 1888 | loss: 0.0311707 | val_loss: 0.031176 | Time: 1269.58 ms [2022-04-18 08:27:59 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 1256.38 ms [2022-04-18 08:28:01 main:574] : INFO : Epoch 1890 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1425.45 ms [2022-04-18 08:28:02 main:574] : INFO : Epoch 1891 | loss: 0.0311733 | val_loss: 0.0311751 | Time: 1320.82 ms [2022-04-18 08:28:03 main:574] : INFO : Epoch 1892 | loss: 0.0311721 | val_loss: 0.031174 | Time: 1232.04 ms [2022-04-18 08:28:05 main:574] : INFO : Epoch 1893 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 1429.14 ms [2022-04-18 08:28:06 main:574] : INFO : Epoch 1894 | loss: 0.0311715 | val_loss: 0.0311738 | Time: 1361.32 ms [2022-04-18 08:28:07 main:574] : INFO : Epoch 1895 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 1209.27 ms [2022-04-18 08:28:09 main:574] : INFO : Epoch 1896 | loss: 0.031172 | val_loss: 0.0311737 | Time: 1405.95 ms [2022-04-18 08:28:10 main:574] : INFO : Epoch 1897 | loss: 0.0311698 | val_loss: 0.031173 | Time: 1344.32 ms [2022-04-18 08:28:11 main:574] : INFO : Epoch 1898 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 1227.17 ms [2022-04-18 08:28:13 main:574] : INFO : Epoch 1899 | loss: 0.0311738 | val_loss: 0.0311726 | Time: 1410.15 ms [2022-04-18 08:28:14 main:574] : INFO : Epoch 1900 | loss: 0.0311723 | val_loss: 0.031172 | Time: 1348.71 ms [2022-04-18 08:28:15 main:574] : INFO : Epoch 1901 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 1194.82 ms [2022-04-18 08:28:17 main:574] : INFO : Epoch 1902 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 1379.56 ms [2022-04-18 08:28:18 main:574] : INFO : Epoch 1903 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 1330.85 ms [2022-04-18 08:28:19 main:574] : INFO : Epoch 1904 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 1192.47 ms [2022-04-18 08:28:21 main:574] : INFO : Epoch 1905 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 1357.93 ms [2022-04-18 08:28:22 main:574] : INFO : Epoch 1906 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 1397.82 ms [2022-04-18 08:28:24 main:574] : INFO : Epoch 1907 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 1270.87 ms [2022-04-18 08:28:25 main:574] : INFO : Epoch 1908 | loss: 0.0311719 | val_loss: 0.0311732 | Time: 1273.02 ms [2022-04-18 08:28:27 main:574] : INFO : Epoch 1909 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 1467.2 ms [2022-04-18 08:28:28 main:574] : INFO : Epoch 1910 | loss: 0.03117 | val_loss: 0.0311726 | Time: 1389.81 ms [2022-04-18 08:28:29 main:574] : INFO : Epoch 1911 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 1265.92 ms [2022-04-18 08:28:31 main:574] : INFO : Epoch 1912 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 1459.67 ms [2022-04-18 08:28:33 main:574] : INFO : Epoch 1913 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 1456.38 ms [2022-04-18 08:28:34 main:574] : INFO : Epoch 1914 | loss: 0.0311782 | val_loss: 0.0311739 | Time: 1284.93 ms [2022-04-18 08:28:35 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.0311742 | Time: 1296.35 ms [2022-04-18 08:28:37 main:574] : INFO : Epoch 1916 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 1490.82 ms [2022-04-18 08:28:38 main:574] : INFO : Epoch 1917 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 1365.81 ms [2022-04-18 08:28:39 main:574] : INFO : Epoch 1918 | loss: 0.0311731 | val_loss: 0.0311727 | Time: 1273.23 ms [2022-04-18 08:28:41 main:574] : INFO : Epoch 1919 | loss: 0.0311728 | val_loss: 0.0311719 | Time: 1491.07 ms [2022-04-18 08:28:42 main:574] : INFO : Epoch 1920 | loss: 0.031171 | val_loss: 0.0311728 | Time: 1384.11 ms [2022-04-18 08:28:44 main:574] : INFO : Epoch 1921 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 1223.13 ms [2022-04-18 08:28:45 main:574] : INFO : Epoch 1922 | loss: 0.0311723 | val_loss: 0.0311721 | Time: 1466.05 ms [2022-04-18 08:28:47 main:574] : INFO : Epoch 1923 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 1462.28 ms [2022-04-18 08:28:48 main:574] : INFO : Epoch 1924 | loss: 0.0311711 | val_loss: 0.0311731 | Time: 1305.48 ms [2022-04-18 08:28:49 main:574] : INFO : Epoch 1925 | loss: 0.0311713 | val_loss: 0.0311724 | Time: 1304.24 ms [2022-04-18 08:28:51 main:574] : INFO : Epoch 1926 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 1468.97 ms [2022-04-18 08:28:52 main:574] : INFO : Epoch 1927 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 1398.08 ms [2022-04-18 08:28:54 main:574] : INFO : Epoch 1928 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 1271.23 ms [2022-04-18 08:28:55 main:574] : INFO : Epoch 1929 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 1544.28 ms [2022-04-18 08:28:57 main:574] : INFO : Epoch 1930 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 1518.45 ms [2022-04-18 08:28:58 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311741 | Time: 1390.25 ms [2022-04-18 08:29:00 main:574] : INFO : Epoch 1932 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 1283.26 ms [2022-04-18 08:29:01 main:574] : INFO : Epoch 1933 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 1390.29 ms [2022-04-18 08:29:03 main:574] : INFO : Epoch 1934 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 1380.19 ms [2022-04-18 08:29:04 main:574] : INFO : Epoch 1935 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 1191.3 ms [2022-04-18 08:29:05 main:574] : INFO : Epoch 1936 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 1348.99 ms [2022-04-18 08:29:07 main:574] : INFO : Epoch 1937 | loss: 0.031172 | val_loss: 0.031176 | Time: 1409.91 ms [2022-04-18 08:29:08 main:574] : INFO : Epoch 1938 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1212.32 ms [2022-04-18 08:29:09 main:574] : INFO : Epoch 1939 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 1278.17 ms [2022-04-18 08:29:11 main:574] : INFO : Epoch 1940 | loss: 0.0311791 | val_loss: 0.0311769 | Time: 1394.76 ms [2022-04-18 08:29:12 main:574] : INFO : Epoch 1941 | loss: 0.0311794 | val_loss: 0.0311766 | Time: 1300.51 ms [2022-04-18 08:29:14 main:574] : INFO : Epoch 1942 | loss: 0.0311776 | val_loss: 0.0311749 | Time: 1258.7 ms [2022-04-18 08:29:15 main:574] : INFO : Epoch 1943 | loss: 0.0311775 | val_loss: 0.0311753 | Time: 1384.63 ms [2022-04-18 08:29:17 main:574] : INFO : Epoch 1944 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 1351.43 ms [2022-04-18 08:29:18 main:574] : INFO : Epoch 1945 | loss: 0.0311775 | val_loss: 0.0311759 | Time: 1207.46 ms [2022-04-18 08:29:19 main:574] : INFO : Epoch 1946 | loss: 0.0311774 | val_loss: 0.0311746 | Time: 1372.43 ms [2022-04-18 08:29:21 main:574] : INFO : Epoch 1947 | loss: 0.0311769 | val_loss: 0.0311756 | Time: 1411.27 ms [2022-04-18 08:29:22 main:574] : INFO : Epoch 1948 | loss: 0.0311759 | val_loss: 0.0311749 | Time: 1234.82 ms [2022-04-18 08:29:24 main:574] : INFO : Epoch 1949 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 1305.94 ms [2022-04-18 08:29:25 main:574] : INFO : Epoch 1950 | loss: 0.0311756 | val_loss: 0.0311759 | Time: 1402.38 ms [2022-04-18 08:29:26 main:574] : INFO : Epoch 1951 | loss: 0.0311769 | val_loss: 0.0311745 | Time: 1288.7 ms [2022-04-18 08:29:28 main:574] : INFO : Epoch 1952 | loss: 0.0311755 | val_loss: 0.031175 | Time: 1284.42 ms [2022-04-18 08:29:29 main:574] : INFO : Epoch 1953 | loss: 0.0311754 | val_loss: 0.0311758 | Time: 1430.09 ms [2022-04-18 08:29:31 main:574] : INFO : Epoch 1954 | loss: 0.0311764 | val_loss: 0.0311753 | Time: 1363.25 ms [2022-04-18 08:29:32 main:574] : INFO : Epoch 1955 | loss: 0.0311748 | val_loss: 0.0311744 | Time: 1218.62 ms [2022-04-18 08:29:33 main:574] : INFO : Epoch 1956 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 1416.64 ms [2022-04-18 08:29:35 main:574] : INFO : Epoch 1957 | loss: 0.031175 | val_loss: 0.0311745 | Time: 1303.56 ms [2022-04-18 08:29:36 main:574] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 1252.13 ms [2022-04-18 08:29:37 main:574] : INFO : Epoch 1959 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 1430.43 ms [2022-04-18 08:29:39 main:574] : INFO : Epoch 1960 | loss: 0.0311767 | val_loss: 0.0311753 | Time: 1346.16 ms [2022-04-18 08:29:40 main:574] : INFO : Epoch 1961 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 1211.79 ms [2022-04-18 08:29:42 main:574] : INFO : Epoch 1962 | loss: 0.031175 | val_loss: 0.0311778 | Time: 1436.92 ms [2022-04-18 08:29:43 main:574] : INFO : Epoch 1963 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 1433.66 ms [2022-04-18 08:29:44 main:574] : INFO : Epoch 1964 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1215.7 ms [2022-04-18 08:29:46 main:574] : INFO : Epoch 1965 | loss: 0.0311739 | val_loss: 0.0311732 | Time: 1411.91 ms [2022-04-18 08:29:47 main:574] : INFO : Epoch 1966 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 1401.51 ms [2022-04-18 08:29:48 main:574] : INFO : Epoch 1967 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 1230.65 ms [2022-04-18 08:29:50 main:574] : INFO : Epoch 1968 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 1378.78 ms [2022-04-18 08:29:51 main:574] : INFO : Epoch 1969 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1403.97 ms [2022-04-18 08:29:52 main:574] : INFO : Epoch 1970 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 1224.21 ms [2022-04-18 08:29:54 main:574] : INFO : Epoch 1971 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1397.93 ms [2022-04-18 08:29:55 main:574] : INFO : Epoch 1972 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 1413.33 ms [2022-04-18 08:29:56 main:574] : INFO : Epoch 1973 | loss: 0.0311761 | val_loss: 0.031177 | Time: 1176.78 ms [2022-04-18 08:29:58 main:574] : INFO : Epoch 1974 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 1354.22 ms [2022-04-18 08:29:59 main:574] : INFO : Epoch 1975 | loss: 0.0311749 | val_loss: 0.031176 | Time: 1426.56 ms [2022-04-18 08:30:00 main:574] : INFO : Epoch 1976 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 1202.76 ms [2022-04-18 08:30:02 main:574] : INFO : Epoch 1977 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 1404.66 ms [2022-04-18 08:30:03 main:574] : INFO : Epoch 1978 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 1414.74 ms [2022-04-18 08:30:04 main:574] : INFO : Epoch 1979 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1188.34 ms [2022-04-18 08:30:06 main:574] : INFO : Epoch 1980 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 1389.21 ms [2022-04-18 08:30:07 main:574] : INFO : Epoch 1981 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1394.26 ms [2022-04-18 08:30:09 main:574] : INFO : Epoch 1982 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 1183.51 ms [2022-04-18 08:30:10 main:574] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.0311749 | Time: 1355.6 ms [2022-04-18 08:30:11 main:574] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1414.53 ms [2022-04-18 08:30:13 main:574] : INFO : Epoch 1985 | loss: 0.0311732 | val_loss: 0.031176 | Time: 1203.77 ms [2022-04-18 08:30:14 main:574] : INFO : Epoch 1986 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1317.24 ms [2022-04-18 08:30:16 main:574] : INFO : Epoch 1987 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1423.12 ms [2022-04-18 08:30:17 main:574] : INFO : Epoch 1988 | loss: 0.0311724 | val_loss: 0.0311754 | Time: 1243.36 ms [2022-04-18 08:30:18 main:574] : INFO : Epoch 1989 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1293.34 ms [2022-04-18 08:30:20 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 1427.32 ms [2022-04-18 08:30:21 main:574] : INFO : Epoch 1991 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1283.75 ms [2022-04-18 08:30:22 main:574] : INFO : Epoch 1992 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1287.57 ms [2022-04-18 08:30:24 main:574] : INFO : Epoch 1993 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1421.28 ms [2022-04-18 08:30:25 main:574] : INFO : Epoch 1994 | loss: 0.0311717 | val_loss: 0.0311739 | Time: 1348.36 ms [2022-04-18 08:30:27 main:574] : INFO : Epoch 1995 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 1194.23 ms [2022-04-18 08:30:28 main:574] : INFO : Epoch 1996 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 1389.67 ms [2022-04-18 08:30:30 main:574] : INFO : Epoch 1997 | loss: 0.0311733 | val_loss: 0.0311762 | Time: 1380.97 ms [2022-04-18 08:30:31 main:574] : INFO : Epoch 1998 | loss: 0.0311735 | val_loss: 0.0311735 | Time: 1246 ms [2022-04-18 08:30:32 main:574] : INFO : Epoch 1999 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 1288.19 ms [2022-04-18 08:30:34 main:574] : INFO : Epoch 2000 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 1440.38 ms [2022-04-18 08:30:35 main:574] : INFO : Epoch 2001 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 1324.66 ms [2022-04-18 08:30:37 main:574] : INFO : Epoch 2002 | loss: 0.031172 | val_loss: 0.0311773 | Time: 1204.26 ms [2022-04-18 08:30:38 main:574] : INFO : Epoch 2003 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 1397.95 ms [2022-04-18 08:30:39 main:574] : INFO : Epoch 2004 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 1360.82 ms [2022-04-18 08:30:41 main:574] : INFO : Epoch 2005 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 1207.66 ms [2022-04-18 08:30:42 main:574] : INFO : Epoch 2006 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 1353.74 ms [2022-04-18 08:30:44 main:574] : INFO : Epoch 2007 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 1434.99 ms [2022-04-18 08:30:45 main:574] : INFO : Epoch 2008 | loss: 0.0311767 | val_loss: 0.0311965 | Time: 1267.91 ms [2022-04-18 08:30:47 main:574] : INFO : Epoch 2009 | loss: 0.0311951 | val_loss: 0.0311873 | Time: 1272.19 ms [2022-04-18 08:30:48 main:574] : INFO : Epoch 2010 | loss: 0.0311844 | val_loss: 0.0311784 | Time: 1464.1 ms [2022-04-18 08:30:50 main:574] : INFO : Epoch 2011 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 1372.08 ms [2022-04-18 08:30:51 main:574] : INFO : Epoch 2012 | loss: 0.031173 | val_loss: 0.0311767 | Time: 1189.61 ms [2022-04-18 08:30:52 main:574] : INFO : Epoch 2013 | loss: 0.0311733 | val_loss: 0.0311744 | Time: 1365.51 ms [2022-04-18 08:30:54 main:574] : INFO : Epoch 2014 | loss: 0.0311726 | val_loss: 0.0311744 | Time: 1437.61 ms [2022-04-18 08:30:55 main:574] : INFO : Epoch 2015 | loss: 0.0311722 | val_loss: 0.0311758 | Time: 1230.77 ms [2022-04-18 08:30:56 main:574] : INFO : Epoch 2016 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1338.56 ms [2022-04-18 08:30:58 main:574] : INFO : Epoch 2017 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 1419.3 ms [2022-04-18 08:30:59 main:574] : INFO : Epoch 2018 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1210.33 ms [2022-04-18 08:31:00 main:574] : INFO : Epoch 2019 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 1309.78 ms [2022-04-18 08:31:02 main:574] : INFO : Epoch 2020 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 1432.72 ms [2022-04-18 08:31:03 main:574] : INFO : Epoch 2021 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 1265.37 ms [2022-04-18 08:31:05 main:574] : INFO : Epoch 2022 | loss: 0.0311725 | val_loss: 0.031175 | Time: 1249.51 ms [2022-04-18 08:31:06 main:574] : INFO : Epoch 2023 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 1411.28 ms [2022-04-18 08:31:08 main:574] : INFO : Epoch 2024 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 1357.75 ms [2022-04-18 08:31:09 main:574] : INFO : Epoch 2025 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 1201.42 ms [2022-04-18 08:31:10 main:574] : INFO : Epoch 2026 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 1363.79 ms [2022-04-18 08:31:12 main:574] : INFO : Epoch 2027 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 1403.26 ms [2022-04-18 08:31:13 main:574] : INFO : Epoch 2028 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 1210.86 ms [2022-04-18 08:31:15 main:574] : INFO : Epoch 2029 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 1332.55 ms [2022-04-18 08:31:16 main:574] : INFO : Epoch 2030 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1429.02 ms [2022-04-18 08:31:18 main:574] : INFO : Epoch 2031 | loss: 0.031174 | val_loss: 0.031174 | Time: 1335.19 ms [2022-04-18 08:31:19 main:574] : INFO : Epoch 2032 | loss: 0.0311738 | val_loss: 0.0311745 | Time: 1206.2 ms [2022-04-18 08:31:20 main:574] : INFO : Epoch 2033 | loss: 0.0311742 | val_loss: 0.0311748 | Time: 1386.79 ms [2022-04-18 08:31:22 main:574] : INFO : Epoch 2034 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1418.38 ms [2022-04-18 08:31:23 main:574] : INFO : Epoch 2035 | loss: 0.0311722 | val_loss: 0.0311745 | Time: 1173.14 ms [2022-04-18 08:31:25 main:574] : INFO : Epoch 2036 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 1354.52 ms [2022-04-18 08:31:26 main:574] : INFO : Epoch 2037 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 1440.57 ms [2022-04-18 08:31:27 main:574] : INFO : Epoch 2038 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 1242.61 ms [2022-04-18 08:31:29 main:574] : INFO : Epoch 2039 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1287.73 ms [2022-04-18 08:31:30 main:574] : INFO : Epoch 2040 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 1413.45 ms [2022-04-18 08:31:32 main:574] : INFO : Epoch 2041 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 1326.01 ms [2022-04-18 08:31:33 main:574] : INFO : Epoch 2042 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 1215.05 ms [2022-04-18 08:31:34 main:574] : INFO : Epoch 2043 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1364.8 ms [2022-04-18 08:31:36 main:574] : INFO : Epoch 2044 | loss: 0.031175 | val_loss: 0.0311733 | Time: 1391.19 ms [2022-04-18 08:31:37 main:574] : INFO : Epoch 2045 | loss: 0.0311758 | val_loss: 0.0311744 | Time: 1202.09 ms [2022-04-18 08:31:39 main:574] : INFO : Epoch 2046 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1328.1 ms [2022-04-18 08:31:40 main:574] : INFO : Epoch 2047 | loss: 0.0311761 | val_loss: 0.031176 | Time: 1424.21 ms [2022-04-18 08:31:42 main:574] : INFO : Epoch 2048 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 1292.99 ms [2022-04-18 08:31:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2022-04-18 08:31:42 main:603] : INFO : Saving end state to config to file [2022-04-18 08:31:42 main:608] : INFO : Success, exiting.. 08:31:42 (10868): 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)