Task 14597554
| Name | ParityModified-1647048153-28954-3-0_0 |
| Workunit | 11618540 |
| Created | 11 Apr 2022, 19:16:34 UTC |
| Sent | 11 Apr 2022, 19:16:57 UTC |
| Report deadline | 19 Apr 2022, 19:16:57 UTC |
| Received | 11 Apr 2022, 20:03:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 14 sec |
| CPU time | 44 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -12 03:51:12 main:574] : INFO : Epoch 1542 | loss: 0.0312462 | val_loss: 0.0312378 | Time: 1288 ms [2022-04-12 03:51:14 main:574] : INFO : Epoch 1543 | loss: 0.0312348 | val_loss: 0.0312295 | Time: 1326.01 ms [2022-04-12 03:51:15 main:574] : INFO : Epoch 1544 | loss: 0.0312272 | val_loss: 0.0312213 | Time: 1309.3 ms [2022-04-12 03:51:16 main:574] : INFO : Epoch 1545 | loss: 0.031221 | val_loss: 0.0312161 | Time: 1308.28 ms [2022-04-12 03:51:18 main:574] : INFO : Epoch 1546 | loss: 0.0312158 | val_loss: 0.0312112 | Time: 1260.35 ms [2022-04-12 03:51:19 main:574] : INFO : Epoch 1547 | loss: 0.0312111 | val_loss: 0.0312057 | Time: 1247.93 ms [2022-04-12 03:51:20 main:574] : INFO : Epoch 1548 | loss: 0.0312065 | val_loss: 0.0312014 | Time: 1295.61 ms [2022-04-12 03:51:22 main:574] : INFO : Epoch 1549 | loss: 0.0312032 | val_loss: 0.0311988 | Time: 1303.04 ms [2022-04-12 03:51:23 main:574] : INFO : Epoch 1550 | loss: 0.0312012 | val_loss: 0.0311975 | Time: 1265.42 ms [2022-04-12 03:51:24 main:574] : INFO : Epoch 1551 | loss: 0.0311997 | val_loss: 0.0311956 | Time: 1249.2 ms [2022-04-12 03:51:25 main:574] : INFO : Epoch 1552 | loss: 0.0311981 | val_loss: 0.0311938 | Time: 1331.12 ms [2022-04-12 03:51:27 main:574] : INFO : Epoch 1553 | loss: 0.0311965 | val_loss: 0.0311924 | Time: 1290.25 ms [2022-04-12 03:51:28 main:574] : INFO : Epoch 1554 | loss: 0.0311957 | val_loss: 0.0311911 | Time: 1368.1 ms [2022-04-12 03:51:30 main:574] : INFO : Epoch 1555 | loss: 0.0311948 | val_loss: 0.0311905 | Time: 1364.15 ms [2022-04-12 03:51:31 main:574] : INFO : Epoch 1556 | loss: 0.0311936 | val_loss: 0.03119 | Time: 1370.97 ms [2022-04-12 03:51:32 main:574] : INFO : Epoch 1557 | loss: 0.031192 | val_loss: 0.0311887 | Time: 1344.29 ms [2022-04-12 03:51:34 main:574] : INFO : Epoch 1558 | loss: 0.031191 | val_loss: 0.0311885 | Time: 1357.58 ms [2022-04-12 03:51:35 main:574] : INFO : Epoch 1559 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 1262.33 ms [2022-04-12 03:51:36 main:574] : INFO : Epoch 1560 | loss: 0.0311899 | val_loss: 0.0311876 | Time: 1265.16 ms [2022-04-12 03:51:38 main:574] : INFO : Epoch 1561 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 1268.98 ms [2022-04-12 03:51:39 main:574] : INFO : Epoch 1562 | loss: 0.031189 | val_loss: 0.0311871 | Time: 1275.33 ms [2022-04-12 03:51:40 main:574] : INFO : Epoch 1563 | loss: 0.0311885 | val_loss: 0.0311867 | Time: 1350.85 ms [2022-04-12 03:51:42 main:574] : INFO : Epoch 1564 | loss: 0.0311883 | val_loss: 0.0311865 | Time: 1357.56 ms [2022-04-12 03:51:43 main:574] : INFO : Epoch 1565 | loss: 0.0311877 | val_loss: 0.0311863 | Time: 1413.64 ms [2022-04-12 03:51:44 main:574] : INFO : Epoch 1566 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 1385.03 ms [2022-04-12 03:51:46 main:574] : INFO : Epoch 1567 | loss: 0.0311879 | val_loss: 0.0311858 | Time: 1312.49 ms [2022-04-12 03:51:47 main:574] : INFO : Epoch 1568 | loss: 0.031187 | val_loss: 0.031185 | Time: 1342.57 ms [2022-04-12 03:51:48 main:574] : INFO : Epoch 1569 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 1273.38 ms [2022-04-12 03:51:50 main:574] : INFO : Epoch 1570 | loss: 0.0311863 | val_loss: 0.0311856 | Time: 1280.91 ms [2022-04-12 03:51:51 main:574] : INFO : Epoch 1571 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 1279.11 ms [2022-04-12 03:51:52 main:574] : INFO : Epoch 1572 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 1263.95 ms [2022-04-12 03:51:54 main:574] : INFO : Epoch 1573 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 1403.83 ms [2022-04-12 03:51:55 main:574] : INFO : Epoch 1574 | loss: 0.0311857 | val_loss: 0.0311851 | Time: 1216.8 ms [2022-04-12 03:51:56 main:574] : INFO : Epoch 1575 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 1236.15 ms [2022-04-12 03:51:57 main:574] : INFO : Epoch 1576 | loss: 0.0311848 | val_loss: 0.0311837 | Time: 1281.04 ms [2022-04-12 03:51:59 main:574] : INFO : Epoch 1577 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 1313.59 ms [2022-04-12 03:52:00 main:574] : INFO : Epoch 1578 | loss: 0.0311845 | val_loss: 0.031184 | Time: 1232.33 ms [2022-04-12 03:52:01 main:574] : INFO : Epoch 1579 | loss: 0.0311856 | val_loss: 0.0311837 | Time: 1315.13 ms [2022-04-12 03:52:03 main:574] : INFO : Epoch 1580 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 1331.06 ms [2022-04-12 03:52:04 main:574] : INFO : Epoch 1581 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 1325.85 ms [2022-04-12 03:52:05 main:574] : INFO : Epoch 1582 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 1354.88 ms [2022-04-12 03:52:07 main:574] : INFO : Epoch 1583 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 1302.91 ms [2022-04-12 03:52:08 main:574] : INFO : Epoch 1584 | loss: 0.0311826 | val_loss: 0.0311833 | Time: 1361.66 ms [2022-04-12 03:52:09 main:574] : INFO : Epoch 1585 | loss: 0.0311835 | val_loss: 0.0311836 | Time: 1372.98 ms [2022-04-12 03:52:11 main:574] : INFO : Epoch 1586 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 1282.93 ms [2022-04-12 03:52:12 main:574] : INFO : Epoch 1587 | loss: 0.0311827 | val_loss: 0.0311828 | Time: 1267.81 ms [2022-04-12 03:52:13 main:574] : INFO : Epoch 1588 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 1297.24 ms [2022-04-12 03:52:15 main:574] : INFO : Epoch 1589 | loss: 0.0311817 | val_loss: 0.0311821 | Time: 1291.32 ms [2022-04-12 03:52:16 main:574] : INFO : Epoch 1590 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 1348.07 ms [2022-04-12 03:52:17 main:574] : INFO : Epoch 1591 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 1225.74 ms [2022-04-12 03:52:18 main:574] : INFO : Epoch 1592 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 1252.23 ms [2022-04-12 03:52:20 main:574] : INFO : Epoch 1593 | loss: 0.0311797 | val_loss: 0.031181 | Time: 1344.56 ms [2022-04-12 03:52:21 main:574] : INFO : Epoch 1594 | loss: 0.0311798 | val_loss: 0.031182 | Time: 1269.83 ms [2022-04-12 03:52:22 main:574] : INFO : Epoch 1595 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 1296.6 ms [2022-04-12 03:52:24 main:574] : INFO : Epoch 1596 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 1205.49 ms [2022-04-12 03:52:25 main:574] : INFO : Epoch 1597 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 1280.43 ms [2022-04-12 03:52:26 main:574] : INFO : Epoch 1598 | loss: 0.031179 | val_loss: 0.0311797 | Time: 1273.83 ms [2022-04-12 03:52:27 main:574] : INFO : Epoch 1599 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1271.24 ms [2022-04-12 03:52:29 main:574] : INFO : Epoch 1600 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 1301.95 ms [2022-04-12 03:52:30 main:574] : INFO : Epoch 1601 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 1342.45 ms [2022-04-12 03:52:32 main:574] : INFO : Epoch 1602 | loss: 0.031179 | val_loss: 0.0311783 | Time: 1348.06 ms [2022-04-12 03:52:33 main:574] : INFO : Epoch 1603 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 1291.16 ms [2022-04-12 03:52:34 main:574] : INFO : Epoch 1604 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 1304.3 ms [2022-04-12 03:52:35 main:574] : INFO : Epoch 1605 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1278.29 ms [2022-04-12 03:52:37 main:574] : INFO : Epoch 1606 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 1271.58 ms [2022-04-12 03:52:38 main:574] : INFO : Epoch 1607 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 1377.53 ms [2022-04-12 03:52:39 main:574] : INFO : Epoch 1608 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 1287.44 ms [2022-04-12 03:52:41 main:574] : INFO : Epoch 1609 | loss: 0.0311777 | val_loss: 0.031179 | Time: 1325.64 ms [2022-04-12 03:52:42 main:574] : INFO : Epoch 1610 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 1260.54 ms [2022-04-12 03:52:43 main:574] : INFO : Epoch 1611 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 1309.07 ms [2022-04-12 03:52:45 main:574] : INFO : Epoch 1612 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 1341.02 ms [2022-04-12 03:52:46 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 1318.37 ms [2022-04-12 03:52:47 main:574] : INFO : Epoch 1614 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 1253.04 ms [2022-04-12 03:52:49 main:574] : INFO : Epoch 1615 | loss: 0.031178 | val_loss: 0.0311797 | Time: 1254.67 ms [2022-04-12 03:52:50 main:574] : INFO : Epoch 1616 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1268.69 ms [2022-04-12 03:52:51 main:574] : INFO : Epoch 1617 | loss: 0.0311774 | val_loss: 0.03118 | Time: 1225.65 ms [2022-04-12 03:52:52 main:574] : INFO : Epoch 1618 | loss: 0.031178 | val_loss: 0.0311788 | Time: 1210.29 ms [2022-04-12 03:52:54 main:574] : INFO : Epoch 1619 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 1278.16 ms [2022-04-12 03:52:55 main:574] : INFO : Epoch 1620 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 1291.8 ms [2022-04-12 03:52:56 main:574] : INFO : Epoch 1621 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1291.6 ms [2022-04-12 03:52:58 main:574] : INFO : Epoch 1622 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 1349.19 ms [2022-04-12 03:52:59 main:574] : INFO : Epoch 1623 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1349.11 ms [2022-04-12 03:53:00 main:574] : INFO : Epoch 1624 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1343.9 ms [2022-04-12 03:53:02 main:574] : INFO : Epoch 1625 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 1255.25 ms [2022-04-12 03:53:03 main:574] : INFO : Epoch 1626 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1272.5 ms [2022-04-12 03:53:04 main:574] : INFO : Epoch 1627 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1310.84 ms [2022-04-12 03:53:05 main:574] : INFO : Epoch 1628 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1258.88 ms [2022-04-12 03:53:07 main:574] : INFO : Epoch 1629 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 1223.59 ms [2022-04-12 03:53:08 main:574] : INFO : Epoch 1630 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1299.4 ms [2022-04-12 03:53:09 main:574] : INFO : Epoch 1631 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 1253.08 ms [2022-04-12 03:53:11 main:574] : INFO : Epoch 1632 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 1305.65 ms [2022-04-12 03:53:12 main:574] : INFO : Epoch 1633 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 1307.41 ms [2022-04-12 03:53:13 main:574] : INFO : Epoch 1634 | loss: 0.0311748 | val_loss: 0.0311842 | Time: 1275.74 ms [2022-04-12 03:53:15 main:574] : INFO : Epoch 1635 | loss: 0.03118 | val_loss: 0.0311804 | Time: 1306.74 ms [2022-04-12 03:53:16 main:574] : INFO : Epoch 1636 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 1270.58 ms [2022-04-12 03:53:17 main:574] : INFO : Epoch 1637 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 1295.21 ms [2022-04-12 03:53:18 main:574] : INFO : Epoch 1638 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 1326.1 ms [2022-04-12 03:53:20 main:574] : INFO : Epoch 1639 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 1399.28 ms [2022-04-12 03:53:21 main:574] : INFO : Epoch 1640 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 1386.79 ms [2022-04-12 03:53:23 main:574] : INFO : Epoch 1641 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1308.44 ms [2022-04-12 03:53:24 main:574] : INFO : Epoch 1642 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1267.97 ms [2022-04-12 03:53:25 main:574] : INFO : Epoch 1643 | loss: 0.031175 | val_loss: 0.0311796 | Time: 1298.55 ms [2022-04-12 03:53:26 main:574] : INFO : Epoch 1644 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 1240.97 ms [2022-04-12 03:53:28 main:574] : INFO : Epoch 1645 | loss: 0.0311755 | val_loss: 0.031182 | Time: 1278.8 ms [2022-04-12 03:53:29 main:574] : INFO : Epoch 1646 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 1328.06 ms [2022-04-12 03:53:30 main:574] : INFO : Epoch 1647 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 1293.59 ms [2022-04-12 03:53:32 main:574] : INFO : Epoch 1648 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1278.52 ms [2022-04-12 03:53:33 main:574] : INFO : Epoch 1649 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 1322.14 ms [2022-04-12 03:53:34 main:574] : INFO : Epoch 1650 | loss: 0.0311727 | val_loss: 0.0311844 | Time: 1312.69 ms [2022-04-12 03:53:36 main:574] : INFO : Epoch 1651 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 1312.46 ms [2022-04-12 03:53:37 main:574] : INFO : Epoch 1652 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 1266.62 ms [2022-04-12 03:53:38 main:574] : INFO : Epoch 1653 | loss: 0.0311729 | val_loss: 0.0311825 | Time: 1317.63 ms [2022-04-12 03:53:40 main:574] : INFO : Epoch 1654 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 1359.1 ms [2022-04-12 03:53:41 main:574] : INFO : Epoch 1655 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 1320.03 ms [2022-04-12 03:53:42 main:574] : INFO : Epoch 1656 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 1313.72 ms [2022-04-12 03:53:44 main:574] : INFO : Epoch 1657 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 1278.84 ms [2022-04-12 03:53:45 main:574] : INFO : Epoch 1658 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 1366.72 ms [2022-04-12 03:53:46 main:574] : INFO : Epoch 1659 | loss: 0.031172 | val_loss: 0.0311816 | Time: 1288.45 ms [2022-04-12 03:53:48 main:574] : INFO : Epoch 1660 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 1305.63 ms [2022-04-12 03:53:49 main:574] : INFO : Epoch 1661 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 1304.81 ms [2022-04-12 03:53:50 main:574] : INFO : Epoch 1662 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 1273.04 ms [2022-04-12 03:53:51 main:574] : INFO : Epoch 1663 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 1250.64 ms [2022-04-12 03:53:53 main:574] : INFO : Epoch 1664 | loss: 0.031172 | val_loss: 0.0311822 | Time: 1317.78 ms [2022-04-12 03:53:54 main:574] : INFO : Epoch 1665 | loss: 0.031173 | val_loss: 0.0311802 | Time: 1439.7 ms [2022-04-12 03:53:56 main:574] : INFO : Epoch 1666 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 1297.78 ms [2022-04-12 03:53:57 main:574] : INFO : Epoch 1667 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 1337.9 ms [2022-04-12 03:53:58 main:574] : INFO : Epoch 1668 | loss: 0.031172 | val_loss: 0.0311829 | Time: 1280.05 ms [2022-04-12 03:54:00 main:574] : INFO : Epoch 1669 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 1325.26 ms [2022-04-12 03:54:01 main:574] : INFO : Epoch 1670 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 1312.27 ms [2022-04-12 03:54:02 main:574] : INFO : Epoch 1671 | loss: 0.0311706 | val_loss: 0.0311804 | Time: 1297.58 ms [2022-04-12 03:54:04 main:574] : INFO : Epoch 1672 | loss: 0.0311714 | val_loss: 0.03118 | Time: 1334.03 ms [2022-04-12 03:54:05 main:574] : INFO : Epoch 1673 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 1266.16 ms [2022-04-12 03:54:06 main:574] : INFO : Epoch 1674 | loss: 0.031172 | val_loss: 0.0311817 | Time: 1244.4 ms [2022-04-12 03:54:07 main:574] : INFO : Epoch 1675 | loss: 0.0311723 | val_loss: 0.031181 | Time: 1245.51 ms [2022-04-12 03:54:09 main:574] : INFO : Epoch 1676 | loss: 0.031171 | val_loss: 0.031182 | Time: 1358.63 ms [2022-04-12 03:54:10 main:574] : INFO : Epoch 1677 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 1430.46 ms [2022-04-12 03:54:12 main:574] : INFO : Epoch 1678 | loss: 0.0311699 | val_loss: 0.0311898 | Time: 1350.8 ms [2022-04-12 03:54:13 main:574] : INFO : Epoch 1679 | loss: 0.0311739 | val_loss: 0.0311854 | Time: 1363.15 ms [2022-04-12 03:54:14 main:574] : INFO : Epoch 1680 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1291.9 ms [2022-04-12 03:54:15 main:574] : INFO : Epoch 1681 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1278.68 ms [2022-04-12 03:54:17 main:574] : INFO : Epoch 1682 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 1320.31 ms [2022-04-12 03:54:18 main:574] : INFO : Epoch 1683 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 1314.73 ms [2022-04-12 03:54:20 main:574] : INFO : Epoch 1684 | loss: 0.0311706 | val_loss: 0.0311858 | Time: 1368.59 ms [2022-04-12 03:54:21 main:574] : INFO : Epoch 1685 | loss: 0.03117 | val_loss: 0.0311815 | Time: 1254.92 ms [2022-04-12 03:54:22 main:574] : INFO : Epoch 1686 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 1298.48 ms [2022-04-12 03:54:24 main:574] : INFO : Epoch 1687 | loss: 0.0311692 | val_loss: 0.031185 | Time: 1385.79 ms [2022-04-12 03:54:25 main:574] : INFO : Epoch 1688 | loss: 0.0311696 | val_loss: 0.031183 | Time: 1240.35 ms [2022-04-12 03:54:26 main:574] : INFO : Epoch 1689 | loss: 0.0311699 | val_loss: 0.0311822 | Time: 1265.73 ms [2022-04-12 03:54:27 main:574] : INFO : Epoch 1690 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 1342.99 ms [2022-04-12 03:54:29 main:574] : INFO : Epoch 1691 | loss: 0.0311691 | val_loss: 0.0311812 | Time: 1259.95 ms [2022-04-12 03:54:30 main:574] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.0311816 | Time: 1268.93 ms [2022-04-12 03:54:31 main:574] : INFO : Epoch 1693 | loss: 0.0311673 | val_loss: 0.031181 | Time: 1322.31 ms [2022-04-12 03:54:33 main:574] : INFO : Epoch 1694 | loss: 0.0311674 | val_loss: 0.0311819 | Time: 1341.2 ms [2022-04-12 03:54:34 main:574] : INFO : Epoch 1695 | loss: 0.0311666 | val_loss: 0.0311801 | Time: 1284.38 ms [2022-04-12 03:54:35 main:574] : INFO : Epoch 1696 | loss: 0.0311671 | val_loss: 0.031182 | Time: 1290.86 ms [2022-04-12 03:54:37 main:574] : INFO : Epoch 1697 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 1262.94 ms [2022-04-12 03:54:38 main:574] : INFO : Epoch 1698 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 1274.92 ms [2022-04-12 03:54:39 main:574] : INFO : Epoch 1699 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 1333.18 ms [2022-04-12 03:54:41 main:574] : INFO : Epoch 1700 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 1348.05 ms [2022-04-12 03:54:42 main:574] : INFO : Epoch 1701 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 1273.1 ms [2022-04-12 03:54:43 main:574] : INFO : Epoch 1702 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 1341.86 ms [2022-04-12 03:54:44 main:574] : INFO : Epoch 1703 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1319.13 ms [2022-04-12 03:54:46 main:574] : INFO : Epoch 1704 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1364.38 ms [2022-04-12 03:54:47 main:574] : INFO : Epoch 1705 | loss: 0.031168 | val_loss: 0.031177 | Time: 1384.45 ms [2022-04-12 03:54:49 main:574] : INFO : Epoch 1706 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 1233.09 ms [2022-04-12 03:54:50 main:574] : INFO : Epoch 1707 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 1305.62 ms [2022-04-12 03:54:51 main:574] : INFO : Epoch 1708 | loss: 0.0311696 | val_loss: 0.0311856 | Time: 1224.19 ms [2022-04-12 03:54:52 main:574] : INFO : Epoch 1709 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 1256.78 ms [2022-04-12 03:54:54 main:574] : INFO : Epoch 1710 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 1318.87 ms [2022-04-12 03:54:55 main:574] : INFO : Epoch 1711 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 1264.14 ms [2022-04-12 03:54:56 main:574] : INFO : Epoch 1712 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 1366.53 ms [2022-04-12 03:54:58 main:574] : INFO : Epoch 1713 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 1278.4 ms [2022-04-12 03:54:59 main:574] : INFO : Epoch 1714 | loss: 0.0311661 | val_loss: 0.0311792 | Time: 1282.62 ms [2022-04-12 03:55:00 main:574] : INFO : Epoch 1715 | loss: 0.0311648 | val_loss: 0.0311787 | Time: 1316.95 ms [2022-04-12 03:55:02 main:574] : INFO : Epoch 1716 | loss: 0.031165 | val_loss: 0.0311803 | Time: 1366.75 ms [2022-04-12 03:55:03 main:574] : INFO : Epoch 1717 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 1357.91 ms [2022-04-12 03:55:04 main:574] : INFO : Epoch 1718 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1296.47 ms [2022-04-12 03:55:06 main:574] : INFO : Epoch 1719 | loss: 0.0311697 | val_loss: 0.0311819 | Time: 1273.93 ms [2022-04-12 03:55:07 main:574] : INFO : Epoch 1720 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 1334.22 ms [2022-04-12 03:55:08 main:574] : INFO : Epoch 1721 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 1313.37 ms [2022-04-12 03:55:10 main:574] : INFO : Epoch 1722 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 1271.61 ms [2022-04-12 03:55:11 main:574] : INFO : Epoch 1723 | loss: 0.0311646 | val_loss: 0.0311796 | Time: 1313.28 ms [2022-04-12 03:55:12 main:574] : INFO : Epoch 1724 | loss: 0.0311657 | val_loss: 0.03118 | Time: 1336.29 ms [2022-04-12 03:55:14 main:574] : INFO : Epoch 1725 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 1322.48 ms [2022-04-12 03:55:15 main:574] : INFO : Epoch 1726 | loss: 0.0311659 | val_loss: 0.0311776 | Time: 1338.8 ms [2022-04-12 03:55:16 main:574] : INFO : Epoch 1727 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 1317.55 ms [2022-04-12 03:55:18 main:574] : INFO : Epoch 1728 | loss: 0.031167 | val_loss: 0.0311824 | Time: 1319.02 ms [2022-04-12 03:55:19 main:574] : INFO : Epoch 1729 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 1285.85 ms [2022-04-12 03:55:20 main:574] : INFO : Epoch 1730 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1301.46 ms [2022-04-12 03:55:22 main:574] : INFO : Epoch 1731 | loss: 0.031165 | val_loss: 0.0311757 | Time: 1327.87 ms [2022-04-12 03:55:23 main:574] : INFO : Epoch 1732 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 1312.02 ms [2022-04-12 03:55:24 main:574] : INFO : Epoch 1733 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 1516.57 ms [2022-04-12 03:55:26 main:574] : INFO : Epoch 1734 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 1411.22 ms [2022-04-12 03:55:27 main:574] : INFO : Epoch 1735 | loss: 0.031163 | val_loss: 0.0311793 | Time: 1346.93 ms [2022-04-12 03:55:29 main:574] : INFO : Epoch 1736 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 1396.5 ms [2022-04-12 03:55:30 main:574] : INFO : Epoch 1737 | loss: 0.031162 | val_loss: 0.0311767 | Time: 1401.45 ms [2022-04-12 03:55:31 main:574] : INFO : Epoch 1738 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 1341.88 ms [2022-04-12 03:55:33 main:574] : INFO : Epoch 1739 | loss: 0.0311637 | val_loss: 0.0311786 | Time: 1429.83 ms [2022-04-12 03:55:34 main:574] : INFO : Epoch 1740 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1330.48 ms [2022-04-12 03:55:36 main:574] : INFO : Epoch 1741 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 1350.2 ms [2022-04-12 03:55:37 main:574] : INFO : Epoch 1742 | loss: 0.0311639 | val_loss: 0.0311826 | Time: 1367.14 ms [2022-04-12 03:55:38 main:574] : INFO : Epoch 1743 | loss: 0.0311624 | val_loss: 0.0311804 | Time: 1483.34 ms [2022-04-12 03:55:40 main:574] : INFO : Epoch 1744 | loss: 0.0311602 | val_loss: 0.031177 | Time: 1398.22 ms [2022-04-12 03:55:41 main:574] : INFO : Epoch 1745 | loss: 0.0311602 | val_loss: 0.0311797 | Time: 1472.76 ms [2022-04-12 03:55:43 main:574] : INFO : Epoch 1746 | loss: 0.0311604 | val_loss: 0.0311782 | Time: 1542.95 ms [2022-04-12 03:55:44 main:574] : INFO : Epoch 1747 | loss: 0.0311603 | val_loss: 0.0311772 | Time: 1505.99 ms [2022-04-12 03:55:46 main:574] : INFO : Epoch 1748 | loss: 0.0311602 | val_loss: 0.0311778 | Time: 1416.95 ms [2022-04-12 03:55:47 main:574] : INFO : Epoch 1749 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 1392.7 ms [2022-04-12 03:55:49 main:574] : INFO : Epoch 1750 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 1408.43 ms [2022-04-12 03:55:50 main:574] : INFO : Epoch 1751 | loss: 0.0311628 | val_loss: 0.0311734 | Time: 1551.41 ms [2022-04-12 03:55:52 main:574] : INFO : Epoch 1752 | loss: 0.031162 | val_loss: 0.0311741 | Time: 1647.57 ms [2022-04-12 03:55:53 main:574] : INFO : Epoch 1753 | loss: 0.0311608 | val_loss: 0.031178 | Time: 1392.41 ms [2022-04-12 03:55:55 main:574] : INFO : Epoch 1754 | loss: 0.0311609 | val_loss: 0.0311781 | Time: 1482.56 ms [2022-04-12 03:55:56 main:574] : INFO : Epoch 1755 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 1439.65 ms [2022-04-12 03:55:58 main:574] : INFO : Epoch 1756 | loss: 0.0311603 | val_loss: 0.0311775 | Time: 1419.36 ms [2022-04-12 03:55:59 main:574] : INFO : Epoch 1757 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 1443.58 ms [2022-04-12 03:56:01 main:574] : INFO : Epoch 1758 | loss: 0.0311596 | val_loss: 0.0311786 | Time: 1514.01 ms [2022-04-12 03:56:02 main:574] : INFO : Epoch 1759 | loss: 0.031162 | val_loss: 0.0311811 | Time: 1474.87 ms [2022-04-12 03:56:03 main:574] : INFO : Epoch 1760 | loss: 0.031162 | val_loss: 0.0311758 | Time: 1383.9 ms [2022-04-12 03:56:05 main:574] : INFO : Epoch 1761 | loss: 0.031162 | val_loss: 0.0311792 | Time: 1516.13 ms [2022-04-12 03:56:06 main:574] : INFO : Epoch 1762 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 1437.86 ms [2022-04-12 03:56:08 main:574] : INFO : Epoch 1763 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 1311.3 ms [2022-04-12 03:56:09 main:574] : INFO : Epoch 1764 | loss: 0.0311594 | val_loss: 0.0311788 | Time: 1382.26 ms [2022-04-12 03:56:11 main:574] : INFO : Epoch 1765 | loss: 0.0311586 | val_loss: 0.03118 | Time: 1447.94 ms [2022-04-12 03:56:12 main:574] : INFO : Epoch 1766 | loss: 0.0311582 | val_loss: 0.0311772 | Time: 1461.18 ms [2022-04-12 03:56:13 main:574] : INFO : Epoch 1767 | loss: 0.0311584 | val_loss: 0.0311787 | Time: 1355.74 ms [2022-04-12 03:56:15 main:574] : INFO : Epoch 1768 | loss: 0.0311595 | val_loss: 0.0311795 | Time: 1453.97 ms [2022-04-12 03:56:16 main:574] : INFO : Epoch 1769 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 1379.92 ms [2022-04-12 03:56:18 main:574] : INFO : Epoch 1770 | loss: 0.03116 | val_loss: 0.031177 | Time: 1441.21 ms [2022-04-12 03:56:19 main:574] : INFO : Epoch 1771 | loss: 0.0311595 | val_loss: 0.031183 | Time: 1577.17 ms [2022-04-12 03:56:21 main:574] : INFO : Epoch 1772 | loss: 0.0311594 | val_loss: 0.0311791 | Time: 1427.99 ms [2022-04-12 03:56:22 main:574] : INFO : Epoch 1773 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 1470.47 ms [2022-04-12 03:56:24 main:574] : INFO : Epoch 1774 | loss: 0.0311577 | val_loss: 0.0311808 | Time: 1392.33 ms [2022-04-12 03:56:25 main:574] : INFO : Epoch 1775 | loss: 0.0311591 | val_loss: 0.0311814 | Time: 1415.97 ms [2022-04-12 03:56:27 main:574] : INFO : Epoch 1776 | loss: 0.0311611 | val_loss: 0.0311777 | Time: 1390.43 ms [2022-04-12 03:56:28 main:574] : INFO : Epoch 1777 | loss: 0.0311611 | val_loss: 0.031178 | Time: 1352.65 ms [2022-04-12 03:56:29 main:574] : INFO : Epoch 1778 | loss: 0.0311623 | val_loss: 0.0311799 | Time: 1400.46 ms [2022-04-12 03:56:31 main:574] : INFO : Epoch 1779 | loss: 0.0311602 | val_loss: 0.0311794 | Time: 1367.28 ms [2022-04-12 03:56:32 main:574] : INFO : Epoch 1780 | loss: 0.0311586 | val_loss: 0.0311827 | Time: 1392.31 ms [2022-04-12 03:56:34 main:574] : INFO : Epoch 1781 | loss: 0.0311596 | val_loss: 0.0311832 | Time: 1499.9 ms [2022-04-12 03:56:35 main:574] : INFO : Epoch 1782 | loss: 0.0311593 | val_loss: 0.031181 | Time: 1343.35 ms [2022-04-12 03:56:37 main:574] : INFO : Epoch 1783 | loss: 0.0311601 | val_loss: 0.03118 | Time: 1449.3 ms [2022-04-12 03:56:38 main:574] : INFO : Epoch 1784 | loss: 0.0311596 | val_loss: 0.0311806 | Time: 1456.17 ms [2022-04-12 03:56:39 main:574] : INFO : Epoch 1785 | loss: 0.0311604 | val_loss: 0.0311802 | Time: 1382.06 ms [2022-04-12 03:56:41 main:574] : INFO : Epoch 1786 | loss: 0.0311599 | val_loss: 0.0311792 | Time: 1286.55 ms [2022-04-12 03:56:42 main:574] : INFO : Epoch 1787 | loss: 0.0311602 | val_loss: 0.0311784 | Time: 1420.87 ms [2022-04-12 03:56:44 main:574] : INFO : Epoch 1788 | loss: 0.0311577 | val_loss: 0.0311801 | Time: 1438.88 ms [2022-04-12 03:56:45 main:574] : INFO : Epoch 1789 | loss: 0.0311576 | val_loss: 0.0311781 | Time: 1405.89 ms [2022-04-12 03:56:47 main:574] : INFO : Epoch 1790 | loss: 0.0311563 | val_loss: 0.0311817 | Time: 1533.15 ms [2022-04-12 03:56:48 main:574] : INFO : Epoch 1791 | loss: 0.0311579 | val_loss: 0.03118 | Time: 1408.55 ms [2022-04-12 03:56:49 main:574] : INFO : Epoch 1792 | loss: 0.0311576 | val_loss: 0.03118 | Time: 1426.35 ms [2022-04-12 03:56:51 main:574] : INFO : Epoch 1793 | loss: 0.0311563 | val_loss: 0.0311802 | Time: 1438.88 ms [2022-04-12 03:56:52 main:574] : INFO : Epoch 1794 | loss: 0.0311568 | val_loss: 0.0311835 | Time: 1347.97 ms [2022-04-12 03:56:54 main:574] : INFO : Epoch 1795 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 1397.7 ms [2022-04-12 03:56:55 main:574] : INFO : Epoch 1796 | loss: 0.0311566 | val_loss: 0.0311801 | Time: 1444.2 ms [2022-04-12 03:56:57 main:574] : INFO : Epoch 1797 | loss: 0.0311553 | val_loss: 0.0311807 | Time: 1378.27 ms [2022-04-12 03:56:58 main:574] : INFO : Epoch 1798 | loss: 0.031156 | val_loss: 0.0311835 | Time: 1448.97 ms [2022-04-12 03:56:59 main:574] : INFO : Epoch 1799 | loss: 0.0311568 | val_loss: 0.0311846 | Time: 1433.95 ms [2022-04-12 03:57:01 main:574] : INFO : Epoch 1800 | loss: 0.031156 | val_loss: 0.0311814 | Time: 1286.38 ms [2022-04-12 03:57:02 main:574] : INFO : Epoch 1801 | loss: 0.0311577 | val_loss: 0.0311827 | Time: 1455.72 ms [2022-04-12 03:57:04 main:574] : INFO : Epoch 1802 | loss: 0.0311561 | val_loss: 0.0311797 | Time: 1372.82 ms [2022-04-12 03:57:05 main:574] : INFO : Epoch 1803 | loss: 0.0311552 | val_loss: 0.0311812 | Time: 1427.33 ms [2022-04-12 03:57:07 main:574] : INFO : Epoch 1804 | loss: 0.0311557 | val_loss: 0.0311802 | Time: 1422.97 ms [2022-04-12 03:57:08 main:574] : INFO : Epoch 1805 | loss: 0.0311551 | val_loss: 0.0311829 | Time: 1429.72 ms [2022-04-12 03:57:10 main:574] : INFO : Epoch 1806 | loss: 0.031156 | val_loss: 0.0311863 | Time: 1492.16 ms [2022-04-12 03:57:11 main:574] : INFO : Epoch 1807 | loss: 0.031156 | val_loss: 0.0311819 | Time: 1446.77 ms [2022-04-12 03:57:12 main:574] : INFO : Epoch 1808 | loss: 0.0311562 | val_loss: 0.0311868 | Time: 1439.33 ms [2022-04-12 03:57:14 main:574] : INFO : Epoch 1809 | loss: 0.0311556 | val_loss: 0.0311801 | Time: 1405.61 ms [2022-04-12 03:57:15 main:574] : INFO : Epoch 1810 | loss: 0.0311558 | val_loss: 0.0311816 | Time: 1458.43 ms [2022-04-12 03:57:17 main:574] : INFO : Epoch 1811 | loss: 0.0311565 | val_loss: 0.0311836 | Time: 1634.52 ms [2022-04-12 03:57:19 main:574] : INFO : Epoch 1812 | loss: 0.031157 | val_loss: 0.0311826 | Time: 1508.72 ms [2022-04-12 03:57:20 main:574] : INFO : Epoch 1813 | loss: 0.0311568 | val_loss: 0.0311806 | Time: 1404.91 ms [2022-04-12 03:57:21 main:574] : INFO : Epoch 1814 | loss: 0.0311563 | val_loss: 0.0311809 | Time: 1413.65 ms [2022-04-12 03:57:23 main:574] : INFO : Epoch 1815 | loss: 0.0311568 | val_loss: 0.031183 | Time: 1387.49 ms [2022-04-12 03:57:24 main:574] : INFO : Epoch 1816 | loss: 0.0311564 | val_loss: 0.0311821 | Time: 1423.69 ms [2022-04-12 03:57:26 main:574] : INFO : Epoch 1817 | loss: 0.0311551 | val_loss: 0.0311793 | Time: 1447.72 ms [2022-04-12 03:57:27 main:574] : INFO : Epoch 1818 | loss: 0.031156 | val_loss: 0.0311801 | Time: 1416.85 ms [2022-04-12 03:57:29 main:574] : INFO : Epoch 1819 | loss: 0.0311558 | val_loss: 0.0311782 | Time: 1471.21 ms [2022-04-12 03:57:30 main:574] : INFO : Epoch 1820 | loss: 0.0311575 | val_loss: 0.0311934 | Time: 1398.44 ms [2022-04-12 03:57:31 main:574] : INFO : Epoch 1821 | loss: 0.0311568 | val_loss: 0.031181 | Time: 1316.09 ms [2022-04-12 03:57:33 main:574] : INFO : Epoch 1822 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 1384.54 ms [2022-04-12 03:57:34 main:574] : INFO : Epoch 1823 | loss: 0.0311591 | val_loss: 0.0311781 | Time: 1331.12 ms [2022-04-12 03:57:35 main:574] : INFO : Epoch 1824 | loss: 0.0311591 | val_loss: 0.031183 | Time: 1346.68 ms [2022-04-12 03:57:37 main:574] : INFO : Epoch 1825 | loss: 0.0311586 | val_loss: 0.0311835 | Time: 1313.58 ms [2022-04-12 03:57:38 main:574] : INFO : Epoch 1826 | loss: 0.0311589 | val_loss: 0.0311807 | Time: 1455.74 ms [2022-04-12 03:57:40 main:574] : INFO : Epoch 1827 | loss: 0.0311588 | val_loss: 0.0311793 | Time: 1362.63 ms [2022-04-12 03:57:41 main:574] : INFO : Epoch 1828 | loss: 0.0311571 | val_loss: 0.0311836 | Time: 1377.99 ms [2022-04-12 03:57:42 main:574] : INFO : Epoch 1829 | loss: 0.0311604 | val_loss: 0.0311853 | Time: 1391.17 ms [2022-04-12 03:57:44 main:574] : INFO : Epoch 1830 | loss: 0.0311623 | val_loss: 0.0311855 | Time: 1402.24 ms [2022-04-12 03:57:45 main:574] : INFO : Epoch 1831 | loss: 0.0311601 | val_loss: 0.0311782 | Time: 1440.97 ms [2022-04-12 03:57:47 main:574] : INFO : Epoch 1832 | loss: 0.0311608 | val_loss: 0.0311807 | Time: 1474.94 ms [2022-04-12 03:57:48 main:574] : INFO : Epoch 1833 | loss: 0.0311583 | val_loss: 0.0311797 | Time: 1309.38 ms [2022-04-12 03:57:50 main:574] : INFO : Epoch 1834 | loss: 0.0311578 | val_loss: 0.0311769 | Time: 1371.05 ms [2022-04-12 03:57:51 main:574] : INFO : Epoch 1835 | loss: 0.031159 | val_loss: 0.0311803 | Time: 1411.09 ms [2022-04-12 03:57:52 main:574] : INFO : Epoch 1836 | loss: 0.0311587 | val_loss: 0.0311783 | Time: 1448.28 ms [2022-04-12 03:57:54 main:574] : INFO : Epoch 1837 | loss: 0.031159 | val_loss: 0.0311776 | Time: 1555.4 ms [2022-04-12 03:57:56 main:574] : INFO : Epoch 1838 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 1474.85 ms [2022-04-12 03:57:57 main:574] : INFO : Epoch 1839 | loss: 0.0311598 | val_loss: 0.0311781 | Time: 1414.23 ms [2022-04-12 03:57:58 main:574] : INFO : Epoch 1840 | loss: 0.0311617 | val_loss: 0.0311813 | Time: 1424.96 ms [2022-04-12 03:58:00 main:574] : INFO : Epoch 1841 | loss: 0.031159 | val_loss: 0.0311783 | Time: 1512.33 ms [2022-04-12 03:58:01 main:574] : INFO : Epoch 1842 | loss: 0.0311585 | val_loss: 0.0311791 | Time: 1472.26 ms [2022-04-12 03:58:03 main:574] : INFO : Epoch 1843 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 1475.19 ms [2022-04-12 03:58:04 main:574] : INFO : Epoch 1844 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 1431.55 ms [2022-04-12 03:58:06 main:574] : INFO : Epoch 1845 | loss: 0.0311623 | val_loss: 0.031178 | Time: 1326.98 ms [2022-04-12 03:58:07 main:574] : INFO : Epoch 1846 | loss: 0.0311615 | val_loss: 0.031178 | Time: 1428.51 ms [2022-04-12 03:58:09 main:574] : INFO : Epoch 1847 | loss: 0.0311617 | val_loss: 0.0311772 | Time: 1383.41 ms [2022-04-12 03:58:10 main:574] : INFO : Epoch 1848 | loss: 0.03116 | val_loss: 0.0311769 | Time: 1454.29 ms [2022-04-12 03:58:11 main:574] : INFO : Epoch 1849 | loss: 0.0311603 | val_loss: 0.0311774 | Time: 1365.52 ms [2022-04-12 03:58:13 main:574] : INFO : Epoch 1850 | loss: 0.0311602 | val_loss: 0.0311755 | Time: 1409.11 ms [2022-04-12 03:58:14 main:574] : INFO : Epoch 1851 | loss: 0.0311566 | val_loss: 0.0311733 | Time: 1443.46 ms [2022-04-12 03:58:16 main:574] : INFO : Epoch 1852 | loss: 0.0311568 | val_loss: 0.0311772 | Time: 1378.06 ms [2022-04-12 03:58:17 main:574] : INFO : Epoch 1853 | loss: 0.0311569 | val_loss: 0.031177 | Time: 1468.89 ms [2022-04-12 03:58:19 main:574] : INFO : Epoch 1854 | loss: 0.0311597 | val_loss: 0.0311766 | Time: 1422.34 ms [2022-04-12 03:58:20 main:574] : INFO : Epoch 1855 | loss: 0.0311611 | val_loss: 0.0311786 | Time: 1376.09 ms [2022-04-12 03:58:21 main:574] : INFO : Epoch 1856 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 1363.31 ms [2022-04-12 03:58:23 main:574] : INFO : Epoch 1857 | loss: 0.031159 | val_loss: 0.0311759 | Time: 1364.49 ms [2022-04-12 03:58:24 main:574] : INFO : Epoch 1858 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 1489.85 ms [2022-04-12 03:58:26 main:574] : INFO : Epoch 1859 | loss: 0.0311573 | val_loss: 0.0311805 | Time: 1395.22 ms [2022-04-12 03:58:27 main:574] : INFO : Epoch 1860 | loss: 0.031157 | val_loss: 0.0311765 | Time: 1380.79 ms [2022-04-12 03:58:29 main:574] : INFO : Epoch 1861 | loss: 0.031157 | val_loss: 0.0311761 | Time: 1451.5 ms [2022-04-12 03:58:30 main:574] : INFO : Epoch 1862 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 1426.3 ms [2022-04-12 03:58:31 main:574] : INFO : Epoch 1863 | loss: 0.031157 | val_loss: 0.031176 | Time: 1449.96 ms [2022-04-12 03:58:33 main:574] : INFO : Epoch 1864 | loss: 0.0311551 | val_loss: 0.0311796 | Time: 1440.12 ms [2022-04-12 03:58:34 main:574] : INFO : Epoch 1865 | loss: 0.0311569 | val_loss: 0.0311797 | Time: 1447.25 ms [2022-04-12 03:58:36 main:574] : INFO : Epoch 1866 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 1282.16 ms [2022-04-12 03:58:37 main:574] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311775 | Time: 1398.98 ms [2022-04-12 03:58:39 main:574] : INFO : Epoch 1868 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 1377.75 ms [2022-04-12 03:58:40 main:574] : INFO : Epoch 1869 | loss: 0.0311614 | val_loss: 0.031175 | Time: 1354.22 ms [2022-04-12 03:58:41 main:574] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 1503.3 ms [2022-04-12 03:58:43 main:574] : INFO : Epoch 1871 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 1430.68 ms [2022-04-12 03:58:44 main:574] : INFO : Epoch 1872 | loss: 0.031161 | val_loss: 0.031177 | Time: 1433.88 ms [2022-04-12 03:58:46 main:574] : INFO : Epoch 1873 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 1462.84 ms [2022-04-12 03:58:47 main:574] : INFO : Epoch 1874 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 1450.69 ms [2022-04-12 03:58:49 main:574] : INFO : Epoch 1875 | loss: 0.03116 | val_loss: 0.0311728 | Time: 1405.88 ms [2022-04-12 03:58:50 main:574] : INFO : Epoch 1876 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 1425.68 ms [2022-04-12 03:58:52 main:574] : INFO : Epoch 1877 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 1465.8 ms [2022-04-12 03:58:53 main:574] : INFO : Epoch 1878 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1354.09 ms [2022-04-12 03:58:54 main:574] : INFO : Epoch 1879 | loss: 0.0311607 | val_loss: 0.0311753 | Time: 1425.26 ms [2022-04-12 03:58:56 main:574] : INFO : Epoch 1880 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 1408.19 ms [2022-04-12 03:58:57 main:574] : INFO : Epoch 1881 | loss: 0.0311582 | val_loss: 0.0311742 | Time: 1421.07 ms [2022-04-12 03:58:59 main:574] : INFO : Epoch 1882 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 1547.99 ms [2022-04-12 03:59:00 main:574] : INFO : Epoch 1883 | loss: 0.0311582 | val_loss: 0.031174 | Time: 1496.2 ms [2022-04-12 03:59:02 main:574] : INFO : Epoch 1884 | loss: 0.0311618 | val_loss: 0.0311824 | Time: 1685.51 ms [2022-04-12 03:59:04 main:574] : INFO : Epoch 1885 | loss: 0.0311612 | val_loss: 0.0311772 | Time: 1462.32 ms [2022-04-12 03:59:05 main:574] : INFO : Epoch 1886 | loss: 0.0311568 | val_loss: 0.0311759 | Time: 1703 ms [2022-04-12 03:59:07 main:574] : INFO : Epoch 1887 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 1560.07 ms [2022-04-12 03:59:08 main:574] : INFO : Epoch 1888 | loss: 0.0311568 | val_loss: 0.0311774 | Time: 1523.04 ms [2022-04-12 03:59:10 main:574] : INFO : Epoch 1889 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1487.99 ms [2022-04-12 03:59:11 main:574] : INFO : Epoch 1890 | loss: 0.0311583 | val_loss: 0.0311792 | Time: 1460.84 ms [2022-04-12 03:59:13 main:574] : INFO : Epoch 1891 | loss: 0.0311635 | val_loss: 0.0311766 | Time: 1352.44 ms [2022-04-12 03:59:14 main:574] : INFO : Epoch 1892 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 1399.66 ms [2022-04-12 03:59:16 main:574] : INFO : Epoch 1893 | loss: 0.0311635 | val_loss: 0.0311742 | Time: 1511.5 ms [2022-04-12 03:59:17 main:574] : INFO : Epoch 1894 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 1370.16 ms [2022-04-12 03:59:19 main:574] : INFO : Epoch 1895 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 1421.98 ms [2022-04-12 03:59:20 main:574] : INFO : Epoch 1896 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 1407.01 ms [2022-04-12 03:59:21 main:574] : INFO : Epoch 1897 | loss: 0.0311615 | val_loss: 0.0311774 | Time: 1449.05 ms [2022-04-12 03:59:23 main:574] : INFO : Epoch 1898 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 1386.8 ms [2022-04-12 03:59:24 main:574] : INFO : Epoch 1899 | loss: 0.0311608 | val_loss: 0.0311738 | Time: 1501.89 ms [2022-04-12 03:59:26 main:574] : INFO : Epoch 1900 | loss: 0.031159 | val_loss: 0.0311739 | Time: 1518.67 ms [2022-04-12 03:59:27 main:574] : INFO : Epoch 1901 | loss: 0.0311596 | val_loss: 0.031176 | Time: 1504.51 ms [2022-04-12 03:59:29 main:574] : INFO : Epoch 1902 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 1538.95 ms [2022-04-12 03:59:31 main:574] : INFO : Epoch 1903 | loss: 0.0311587 | val_loss: 0.0311791 | Time: 1566.29 ms [2022-04-12 03:59:32 main:574] : INFO : Epoch 1904 | loss: 0.0311589 | val_loss: 0.0311786 | Time: 1574.73 ms [2022-04-12 03:59:34 main:574] : INFO : Epoch 1905 | loss: 0.0311598 | val_loss: 0.0311824 | Time: 1508.06 ms [2022-04-12 03:59:35 main:574] : INFO : Epoch 1906 | loss: 0.0311576 | val_loss: 0.0311802 | Time: 1668.37 ms [2022-04-12 03:59:37 main:574] : INFO : Epoch 1907 | loss: 0.0311594 | val_loss: 0.0311749 | Time: 1424.92 ms [2022-04-12 03:59:39 main:574] : INFO : Epoch 1908 | loss: 0.0311569 | val_loss: 0.0311782 | Time: 1676.18 ms [2022-04-12 03:59:40 main:574] : INFO : Epoch 1909 | loss: 0.0311583 | val_loss: 0.0311805 | Time: 1500.74 ms [2022-04-12 03:59:42 main:574] : INFO : Epoch 1910 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 1609.06 ms [2022-04-12 03:59:43 main:574] : INFO : Epoch 1911 | loss: 0.0311554 | val_loss: 0.0311786 | Time: 1610.2 ms [2022-04-12 03:59:45 main:574] : INFO : Epoch 1912 | loss: 0.0311552 | val_loss: 0.0311769 | Time: 1550.62 ms [2022-04-12 03:59:47 main:574] : INFO : Epoch 1913 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 1622.1 ms [2022-04-12 03:59:48 main:574] : INFO : Epoch 1914 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 1551.19 ms [2022-04-12 03:59:50 main:574] : INFO : Epoch 1915 | loss: 0.0311596 | val_loss: 0.0311844 | Time: 1690.64 ms [2022-04-12 03:59:51 main:574] : INFO : Epoch 1916 | loss: 0.0311616 | val_loss: 0.0311801 | Time: 1429.5 ms [2022-04-12 03:59:53 main:574] : INFO : Epoch 1917 | loss: 0.0311594 | val_loss: 0.0311741 | Time: 1501.69 ms [2022-04-12 03:59:54 main:574] : INFO : Epoch 1918 | loss: 0.0311565 | val_loss: 0.031178 | Time: 1457.76 ms [2022-04-12 03:59:56 main:574] : INFO : Epoch 1919 | loss: 0.0311565 | val_loss: 0.0311772 | Time: 1505.86 ms [2022-04-12 03:59:57 main:574] : INFO : Epoch 1920 | loss: 0.0311567 | val_loss: 0.0311778 | Time: 1471.56 ms [2022-04-12 03:59:59 main:574] : INFO : Epoch 1921 | loss: 0.0311576 | val_loss: 0.0311818 | Time: 1388.62 ms [2022-04-12 04:00:00 main:574] : INFO : Epoch 1922 | loss: 0.0311605 | val_loss: 0.0311861 | Time: 1606.15 ms [2022-04-12 04:00:02 main:574] : INFO : Epoch 1923 | loss: 0.0311586 | val_loss: 0.0311808 | Time: 1803.9 ms [2022-04-12 04:00:04 main:574] : INFO : Epoch 1924 | loss: 0.0311618 | val_loss: 0.031184 | Time: 1462.61 ms [2022-04-12 04:00:05 main:574] : INFO : Epoch 1925 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 1419.82 ms [2022-04-12 04:00:07 main:574] : INFO : Epoch 1926 | loss: 0.0311656 | val_loss: 0.0311806 | Time: 1557.92 ms [2022-04-12 04:00:08 main:574] : INFO : Epoch 1927 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 1526.33 ms [2022-04-12 04:00:10 main:574] : INFO : Epoch 1928 | loss: 0.0311628 | val_loss: 0.0311819 | Time: 1612.61 ms [2022-04-12 04:00:11 main:574] : INFO : Epoch 1929 | loss: 0.0311614 | val_loss: 0.0311829 | Time: 1602.16 ms [2022-04-12 04:00:13 main:574] : INFO : Epoch 1930 | loss: 0.0311606 | val_loss: 0.0311803 | Time: 1619.2 ms [2022-04-12 04:00:15 main:574] : INFO : Epoch 1931 | loss: 0.0311612 | val_loss: 0.031184 | Time: 1591.5 ms [2022-04-12 04:00:16 main:574] : INFO : Epoch 1932 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 1648.81 ms [2022-04-12 04:00:18 main:574] : INFO : Epoch 1933 | loss: 0.0311605 | val_loss: 0.031179 | Time: 1648.31 ms [2022-04-12 04:00:20 main:574] : INFO : Epoch 1934 | loss: 0.0311593 | val_loss: 0.0311838 | Time: 1566.33 ms [2022-04-12 04:00:21 main:574] : INFO : Epoch 1935 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 1448.97 ms [2022-04-12 04:00:22 main:574] : INFO : Epoch 1936 | loss: 0.0311573 | val_loss: 0.031178 | Time: 1323.96 ms [2022-04-12 04:00:24 main:574] : INFO : Epoch 1937 | loss: 0.0311579 | val_loss: 0.0311785 | Time: 1458.2 ms [2022-04-12 04:00:25 main:574] : INFO : Epoch 1938 | loss: 0.031158 | val_loss: 0.0311746 | Time: 1570.97 ms [2022-04-12 04:00:27 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.0311799 | Time: 1528.7 ms [2022-04-12 04:00:29 main:574] : INFO : Epoch 1940 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 1584.81 ms [2022-04-12 04:00:30 main:574] : INFO : Epoch 1941 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 1582.4 ms [2022-04-12 04:00:32 main:574] : INFO : Epoch 1942 | loss: 0.0311592 | val_loss: 0.031178 | Time: 1579.54 ms [2022-04-12 04:00:33 main:574] : INFO : Epoch 1943 | loss: 0.0311558 | val_loss: 0.0311795 | Time: 1527.76 ms [2022-04-12 04:00:35 main:574] : INFO : Epoch 1944 | loss: 0.0311557 | val_loss: 0.0311784 | Time: 1606.96 ms [2022-04-12 04:00:37 main:574] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311777 | Time: 1667.36 ms [2022-04-12 04:00:38 main:574] : INFO : Epoch 1946 | loss: 0.0311554 | val_loss: 0.0311791 | Time: 1599.44 ms [2022-04-12 04:00:40 main:574] : INFO : Epoch 1947 | loss: 0.0311573 | val_loss: 0.0311793 | Time: 1365.43 ms [2022-04-12 04:00:41 main:574] : INFO : Epoch 1948 | loss: 0.0311583 | val_loss: 0.0311822 | Time: 1476.12 ms [2022-04-12 04:00:43 main:574] : INFO : Epoch 1949 | loss: 0.0311593 | val_loss: 0.0311824 | Time: 1515.2 ms [2022-04-12 04:00:44 main:574] : INFO : Epoch 1950 | loss: 0.0311604 | val_loss: 0.0311774 | Time: 1658.53 ms [2022-04-12 04:00:46 main:574] : INFO : Epoch 1951 | loss: 0.031158 | val_loss: 0.0311785 | Time: 1424.27 ms [2022-04-12 04:00:47 main:574] : INFO : Epoch 1952 | loss: 0.0311557 | val_loss: 0.0311763 | Time: 1421.51 ms [2022-04-12 04:00:49 main:574] : INFO : Epoch 1953 | loss: 0.0311598 | val_loss: 0.0311792 | Time: 1423.83 ms [2022-04-12 04:00:50 main:574] : INFO : Epoch 1954 | loss: 0.0311634 | val_loss: 0.031182 | Time: 1367.03 ms [2022-04-12 04:00:51 main:574] : INFO : Epoch 1955 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 1355.76 ms [2022-04-12 04:00:53 main:574] : INFO : Epoch 1956 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 1414.94 ms [2022-04-12 04:00:54 main:574] : INFO : Epoch 1957 | loss: 0.0311597 | val_loss: 0.0311811 | Time: 1451.42 ms [2022-04-12 04:00:56 main:574] : INFO : Epoch 1958 | loss: 0.0311609 | val_loss: 0.0311791 | Time: 1523.24 ms [2022-04-12 04:00:57 main:574] : INFO : Epoch 1959 | loss: 0.0311609 | val_loss: 0.0311758 | Time: 1418.41 ms [2022-04-12 04:00:59 main:574] : INFO : Epoch 1960 | loss: 0.0311588 | val_loss: 0.03118 | Time: 1411.87 ms [2022-04-12 04:01:00 main:574] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.0311813 | Time: 1410.77 ms [2022-04-12 04:01:02 main:574] : INFO : Epoch 1962 | loss: 0.0311597 | val_loss: 0.0311754 | Time: 1389.8 ms [2022-04-12 04:01:03 main:574] : INFO : Epoch 1963 | loss: 0.0311616 | val_loss: 0.031183 | Time: 1471.15 ms [2022-04-12 04:01:04 main:574] : INFO : Epoch 1964 | loss: 0.0311628 | val_loss: 0.0311783 | Time: 1391.13 ms [2022-04-12 04:01:06 main:574] : INFO : Epoch 1965 | loss: 0.0311631 | val_loss: 0.0311796 | Time: 1499.07 ms [2022-04-12 04:01:07 main:574] : INFO : Epoch 1966 | loss: 0.0311603 | val_loss: 0.0311773 | Time: 1415.87 ms [2022-04-12 04:01:09 main:574] : INFO : Epoch 1967 | loss: 0.0311578 | val_loss: 0.0311782 | Time: 1499.04 ms [2022-04-12 04:01:10 main:574] : INFO : Epoch 1968 | loss: 0.0311571 | val_loss: 0.0311786 | Time: 1495.58 ms [2022-04-12 04:01:12 main:574] : INFO : Epoch 1969 | loss: 0.0311588 | val_loss: 0.0311772 | Time: 1440.47 ms [2022-04-12 04:01:13 main:574] : INFO : Epoch 1970 | loss: 0.0311616 | val_loss: 0.0311819 | Time: 1566.91 ms [2022-04-12 04:01:15 main:574] : INFO : Epoch 1971 | loss: 0.031164 | val_loss: 0.0311802 | Time: 1450.47 ms [2022-04-12 04:01:16 main:574] : INFO : Epoch 1972 | loss: 0.031161 | val_loss: 0.0311798 | Time: 1474.59 ms [2022-04-12 04:01:18 main:574] : INFO : Epoch 1973 | loss: 0.0311579 | val_loss: 0.03118 | Time: 1436.26 ms [2022-04-12 04:01:19 main:574] : INFO : Epoch 1974 | loss: 0.0311579 | val_loss: 0.0311778 | Time: 1319.13 ms [2022-04-12 04:01:21 main:574] : INFO : Epoch 1975 | loss: 0.0311566 | val_loss: 0.0311849 | Time: 1468.39 ms [2022-04-12 04:01:22 main:574] : INFO : Epoch 1976 | loss: 0.0311596 | val_loss: 0.0311789 | Time: 1410.92 ms [2022-04-12 04:01:24 main:574] : INFO : Epoch 1977 | loss: 0.0311581 | val_loss: 0.0311821 | Time: 1428.75 ms [2022-04-12 04:01:25 main:574] : INFO : Epoch 1978 | loss: 0.0311568 | val_loss: 0.0311755 | Time: 1483.6 ms [2022-04-12 04:01:26 main:574] : INFO : Epoch 1979 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 1322.93 ms [2022-04-12 04:01:28 main:574] : INFO : Epoch 1980 | loss: 0.0311547 | val_loss: 0.0311777 | Time: 1361.77 ms [2022-04-12 04:01:29 main:574] : INFO : Epoch 1981 | loss: 0.0311561 | val_loss: 0.0311782 | Time: 1451.84 ms [2022-04-12 04:01:31 main:574] : INFO : Epoch 1982 | loss: 0.0311554 | val_loss: 0.0311787 | Time: 1468.29 ms [2022-04-12 04:01:32 main:574] : INFO : Epoch 1983 | loss: 0.0311563 | val_loss: 0.0311766 | Time: 1476.54 ms [2022-04-12 04:01:34 main:574] : INFO : Epoch 1984 | loss: 0.0311559 | val_loss: 0.031178 | Time: 1620.54 ms [2022-04-12 04:01:36 main:574] : INFO : Epoch 1985 | loss: 0.0311548 | val_loss: 0.0311744 | Time: 1585.38 ms [2022-04-12 04:01:37 main:574] : INFO : Epoch 1986 | loss: 0.0311543 | val_loss: 0.0311747 | Time: 1504.78 ms [2022-04-12 04:01:39 main:574] : INFO : Epoch 1987 | loss: 0.0311552 | val_loss: 0.0311793 | Time: 1575.49 ms [2022-04-12 04:01:40 main:574] : INFO : Epoch 1988 | loss: 0.0311562 | val_loss: 0.0311779 | Time: 1508.94 ms [2022-04-12 04:01:42 main:574] : INFO : Epoch 1989 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 1425.65 ms [2022-04-12 04:01:43 main:574] : INFO : Epoch 1990 | loss: 0.0311605 | val_loss: 0.0311819 | Time: 1521.62 ms [2022-04-12 04:01:45 main:574] : INFO : Epoch 1991 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 1396.04 ms [2022-04-12 04:01:46 main:574] : INFO : Epoch 1992 | loss: 0.0311604 | val_loss: 0.0311832 | Time: 1557.48 ms [2022-04-12 04:01:48 main:574] : INFO : Epoch 1993 | loss: 0.0311608 | val_loss: 0.0311805 | Time: 1588.09 ms [2022-04-12 04:01:49 main:574] : INFO : Epoch 1994 | loss: 0.0311589 | val_loss: 0.0311776 | Time: 1675.48 ms [2022-04-12 04:01:51 main:574] : INFO : Epoch 1995 | loss: 0.0311574 | val_loss: 0.0311825 | Time: 1524.06 ms [2022-04-12 04:01:52 main:574] : INFO : Epoch 1996 | loss: 0.0311583 | val_loss: 0.0311764 | Time: 1476.7 ms [2022-04-12 04:01:54 main:574] : INFO : Epoch 1997 | loss: 0.0311549 | val_loss: 0.0311793 | Time: 1431.97 ms [2022-04-12 04:01:55 main:574] : INFO : Epoch 1998 | loss: 0.0311551 | val_loss: 0.0311788 | Time: 1474.08 ms [2022-04-12 04:01:57 main:574] : INFO : Epoch 1999 | loss: 0.0311578 | val_loss: 0.0311746 | Time: 1396.76 ms [2022-04-12 04:01:58 main:574] : INFO : Epoch 2000 | loss: 0.0311563 | val_loss: 0.0311728 | Time: 1475.8 ms [2022-04-12 04:02:00 main:574] : INFO : Epoch 2001 | loss: 0.0311569 | val_loss: 0.0311771 | Time: 1432.14 ms [2022-04-12 04:02:01 main:574] : INFO : Epoch 2002 | loss: 0.0311554 | val_loss: 0.0311787 | Time: 1539.51 ms [2022-04-12 04:02:03 main:574] : INFO : Epoch 2003 | loss: 0.0311547 | val_loss: 0.0311797 | Time: 1620.97 ms [2022-04-12 04:02:05 main:574] : INFO : Epoch 2004 | loss: 0.0311571 | val_loss: 0.0311868 | Time: 1714.56 ms [2022-04-12 04:02:06 main:574] : INFO : Epoch 2005 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 1726.23 ms [2022-04-12 04:02:08 main:574] : INFO : Epoch 2006 | loss: 0.0311536 | val_loss: 0.0311783 | Time: 1707.54 ms [2022-04-12 04:02:10 main:574] : INFO : Epoch 2007 | loss: 0.031153 | val_loss: 0.0311798 | Time: 1748.38 ms [2022-04-12 04:02:12 main:574] : INFO : Epoch 2008 | loss: 0.031153 | val_loss: 0.0311827 | Time: 1701.18 ms [2022-04-12 04:02:13 main:574] : INFO : Epoch 2009 | loss: 0.0311566 | val_loss: 0.0311833 | Time: 1688.03 ms [2022-04-12 04:02:15 main:574] : INFO : Epoch 2010 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 1695.7 ms [2022-04-12 04:02:17 main:574] : INFO : Epoch 2011 | loss: 0.0311551 | val_loss: 0.031182 | Time: 1647.07 ms [2022-04-12 04:02:18 main:574] : INFO : Epoch 2012 | loss: 0.0311558 | val_loss: 0.0311775 | Time: 1565.95 ms [2022-04-12 04:02:20 main:574] : INFO : Epoch 2013 | loss: 0.0311552 | val_loss: 0.0311759 | Time: 1567.34 ms [2022-04-12 04:02:21 main:574] : INFO : Epoch 2014 | loss: 0.0311576 | val_loss: 0.031183 | Time: 1503.63 ms [2022-04-12 04:02:23 main:574] : INFO : Epoch 2015 | loss: 0.0311627 | val_loss: 0.0311796 | Time: 1550.85 ms [2022-04-12 04:02:25 main:574] : INFO : Epoch 2016 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 1558.87 ms [2022-04-12 04:02:26 main:574] : INFO : Epoch 2017 | loss: 0.0311606 | val_loss: 0.0311846 | Time: 1599.77 ms [2022-04-12 04:02:28 main:574] : INFO : Epoch 2018 | loss: 0.0311559 | val_loss: 0.0311753 | Time: 1538.92 ms [2022-04-12 04:02:29 main:574] : INFO : Epoch 2019 | loss: 0.0311539 | val_loss: 0.0311779 | Time: 1501.42 ms [2022-04-12 04:02:31 main:574] : INFO : Epoch 2020 | loss: 0.031157 | val_loss: 0.0311733 | Time: 1536.96 ms [2022-04-12 04:02:32 main:574] : INFO : Epoch 2021 | loss: 0.0311571 | val_loss: 0.0311753 | Time: 1562.2 ms [2022-04-12 04:02:34 main:574] : INFO : Epoch 2022 | loss: 0.0311567 | val_loss: 0.0311727 | Time: 1574.01 ms [2022-04-12 04:02:36 main:574] : INFO : Epoch 2023 | loss: 0.0311578 | val_loss: 0.0311777 | Time: 1595.05 ms [2022-04-12 04:02:37 main:574] : INFO : Epoch 2024 | loss: 0.0311578 | val_loss: 0.0311732 | Time: 1532.99 ms [2022-04-12 04:02:39 main:574] : INFO : Epoch 2025 | loss: 0.0311569 | val_loss: 0.0311748 | Time: 1537.37 ms [2022-04-12 04:02:40 main:574] : INFO : Epoch 2026 | loss: 0.0311574 | val_loss: 0.031174 | Time: 1495.87 ms [2022-04-12 04:02:42 main:574] : INFO : Epoch 2027 | loss: 0.0311581 | val_loss: 0.0311769 | Time: 1592.49 ms [2022-04-12 04:02:43 main:574] : INFO : Epoch 2028 | loss: 0.0311574 | val_loss: 0.0311797 | Time: 1501.74 ms [2022-04-12 04:02:45 main:574] : INFO : Epoch 2029 | loss: 0.0311569 | val_loss: 0.0311781 | Time: 1558.11 ms [2022-04-12 04:02:47 main:574] : INFO : Epoch 2030 | loss: 0.0311552 | val_loss: 0.0311763 | Time: 1565.21 ms [2022-04-12 04:02:48 main:574] : INFO : Epoch 2031 | loss: 0.0311599 | val_loss: 0.0311834 | Time: 1503.58 ms [2022-04-12 04:02:50 main:574] : INFO : Epoch 2032 | loss: 0.031158 | val_loss: 0.0311829 | Time: 1532.21 ms [2022-04-12 04:02:51 main:574] : INFO : Epoch 2033 | loss: 0.0311578 | val_loss: 0.0311822 | Time: 1687.27 ms [2022-04-12 04:02:53 main:574] : INFO : Epoch 2034 | loss: 0.031157 | val_loss: 0.031181 | Time: 1688.86 ms [2022-04-12 04:02:55 main:574] : INFO : Epoch 2035 | loss: 0.0311586 | val_loss: 0.0311804 | Time: 1604.48 ms [2022-04-12 04:02:56 main:574] : INFO : Epoch 2036 | loss: 0.0311571 | val_loss: 0.0311837 | Time: 1556.23 ms [2022-04-12 04:02:58 main:574] : INFO : Epoch 2037 | loss: 0.0311559 | val_loss: 0.0311798 | Time: 1598.94 ms [2022-04-12 04:02:59 main:574] : INFO : Epoch 2038 | loss: 0.0311563 | val_loss: 0.0311786 | Time: 1547.48 ms [2022-04-12 04:03:01 main:574] : INFO : Epoch 2039 | loss: 0.0311563 | val_loss: 0.0311777 | Time: 1529.51 ms [2022-04-12 04:03:03 main:574] : INFO : Epoch 2040 | loss: 0.0311559 | val_loss: 0.0311769 | Time: 1628.4 ms [2022-04-12 04:03:04 main:574] : INFO : Epoch 2041 | loss: 0.0311547 | val_loss: 0.0311749 | Time: 1585.51 ms [2022-04-12 04:03:06 main:574] : INFO : Epoch 2042 | loss: 0.0311558 | val_loss: 0.0311776 | Time: 1994.51 ms [2022-04-12 04:03:08 main:574] : INFO : Epoch 2043 | loss: 0.0311549 | val_loss: 0.031176 | Time: 1773.91 ms [2022-04-12 04:03:10 main:574] : INFO : Epoch 2044 | loss: 0.031154 | val_loss: 0.0311734 | Time: 1687.04 ms [2022-04-12 04:03:11 main:574] : INFO : Epoch 2045 | loss: 0.0311545 | val_loss: 0.0311763 | Time: 1570.12 ms [2022-04-12 04:03:13 main:574] : INFO : Epoch 2046 | loss: 0.0311542 | val_loss: 0.0311763 | Time: 1915.43 ms [2022-04-12 04:03:16 main:574] : INFO : Epoch 2047 | loss: 0.0311534 | val_loss: 0.031179 | Time: 3168.5 ms [2022-04-12 04:03:18 main:574] : INFO : Epoch 2048 | loss: 0.0311559 | val_loss: 0.0311768 | Time: 1762.22 ms [2022-04-12 04:03:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768 [2022-04-12 04:03:18 main:603] : INFO : Saving end state to config to file [2022-04-12 04:03:18 main:608] : INFO : Success, exiting.. 04:03:18 (38156): 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)