Task 3904699
| Name | ParityModified-1611091382-569-3_1 |
| Workunit | 2055517 |
| Created | 1 Feb 2021, 15:32:29 UTC |
| Sent | 1 Feb 2021, 15:32:43 UTC |
| Report deadline | 8 Feb 2021, 15:32:43 UTC |
| Received | 1 Feb 2021, 20:02:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 46 min 30 sec |
| CPU time | 45 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 17:34 main:574] : INFO : Epoch 1578 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 1354.27 ms [2021-02-01 20:17:35 main:574] : INFO : Epoch 1579 | loss: 0.0311675 | val_loss: 0.0311699 | Time: 1171.74 ms [2021-02-01 20:17:36 main:574] : INFO : Epoch 1580 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 1260.57 ms [2021-02-01 20:17:37 main:574] : INFO : Epoch 1581 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 1440.07 ms [2021-02-01 20:17:39 main:574] : INFO : Epoch 1582 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1172.95 ms [2021-02-01 20:17:40 main:574] : INFO : Epoch 1583 | loss: 0.0311688 | val_loss: 0.0311701 | Time: 1221.23 ms [2021-02-01 20:17:41 main:574] : INFO : Epoch 1584 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 1436.34 ms [2021-02-01 20:17:42 main:574] : INFO : Epoch 1585 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 1190.24 ms [2021-02-01 20:17:44 main:574] : INFO : Epoch 1586 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 1165.5 ms [2021-02-01 20:17:45 main:574] : INFO : Epoch 1587 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 1536.43 ms [2021-02-01 20:17:46 main:574] : INFO : Epoch 1588 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 1178.83 ms [2021-02-01 20:17:48 main:574] : INFO : Epoch 1589 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 1179.37 ms [2021-02-01 20:17:49 main:574] : INFO : Epoch 1590 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 1625.55 ms [2021-02-01 20:17:51 main:574] : INFO : Epoch 1591 | loss: 0.0311654 | val_loss: 0.031169 | Time: 1946.73 ms [2021-02-01 20:17:53 main:574] : INFO : Epoch 1592 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 1724.97 ms [2021-02-01 20:17:54 main:574] : INFO : Epoch 1593 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 1289.94 ms [2021-02-01 20:17:55 main:574] : INFO : Epoch 1594 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 1209.19 ms [2021-02-01 20:17:57 main:574] : INFO : Epoch 1595 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 1433.24 ms [2021-02-01 20:17:58 main:574] : INFO : Epoch 1596 | loss: 0.0311615 | val_loss: 0.0311685 | Time: 1193.21 ms [2021-02-01 20:17:59 main:574] : INFO : Epoch 1597 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1191.41 ms [2021-02-01 20:18:01 main:574] : INFO : Epoch 1598 | loss: 0.031162 | val_loss: 0.03117 | Time: 1458.74 ms [2021-02-01 20:18:02 main:574] : INFO : Epoch 1599 | loss: 0.0311642 | val_loss: 0.0311687 | Time: 1271.64 ms [2021-02-01 20:18:03 main:574] : INFO : Epoch 1600 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 1197.86 ms [2021-02-01 20:18:05 main:574] : INFO : Epoch 1601 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 1467.84 ms [2021-02-01 20:18:06 main:574] : INFO : Epoch 1602 | loss: 0.031165 | val_loss: 0.0311752 | Time: 1274.69 ms [2021-02-01 20:18:07 main:574] : INFO : Epoch 1603 | loss: 0.031167 | val_loss: 0.0311687 | Time: 1203.42 ms [2021-02-01 20:18:09 main:574] : INFO : Epoch 1604 | loss: 0.031166 | val_loss: 0.0311668 | Time: 1369.1 ms [2021-02-01 20:18:10 main:574] : INFO : Epoch 1605 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1277.17 ms [2021-02-01 20:18:11 main:574] : INFO : Epoch 1606 | loss: 0.031164 | val_loss: 0.0311657 | Time: 1216.91 ms [2021-02-01 20:18:12 main:574] : INFO : Epoch 1607 | loss: 0.031163 | val_loss: 0.0311662 | Time: 1311.46 ms [2021-02-01 20:18:14 main:574] : INFO : Epoch 1608 | loss: 0.0311632 | val_loss: 0.031166 | Time: 1337.61 ms [2021-02-01 20:18:15 main:574] : INFO : Epoch 1609 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 1197.35 ms [2021-02-01 20:18:16 main:574] : INFO : Epoch 1610 | loss: 0.0311637 | val_loss: 0.0311656 | Time: 1293.41 ms [2021-02-01 20:18:18 main:574] : INFO : Epoch 1611 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 1387.85 ms [2021-02-01 20:18:19 main:574] : INFO : Epoch 1612 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 1190.54 ms [2021-02-01 20:18:20 main:574] : INFO : Epoch 1613 | loss: 0.031174 | val_loss: 0.0311762 | Time: 1212.12 ms [2021-02-01 20:18:22 main:574] : INFO : Epoch 1614 | loss: 0.031174 | val_loss: 0.0311761 | Time: 1522.84 ms [2021-02-01 20:18:23 main:574] : INFO : Epoch 1615 | loss: 0.031172 | val_loss: 0.0311753 | Time: 1189.11 ms [2021-02-01 20:18:24 main:574] : INFO : Epoch 1616 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 1196.54 ms [2021-02-01 20:18:25 main:574] : INFO : Epoch 1617 | loss: 0.0311716 | val_loss: 0.0311853 | Time: 1475.49 ms [2021-02-01 20:18:27 main:574] : INFO : Epoch 1618 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 1210.76 ms [2021-02-01 20:18:28 main:574] : INFO : Epoch 1619 | loss: 0.0311741 | val_loss: 0.031181 | Time: 1182.58 ms [2021-02-01 20:18:29 main:574] : INFO : Epoch 1620 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 1434.72 ms [2021-02-01 20:18:30 main:574] : INFO : Epoch 1621 | loss: 0.0311871 | val_loss: 0.0311874 | Time: 1165.21 ms [2021-02-01 20:18:32 main:574] : INFO : Epoch 1622 | loss: 0.0311825 | val_loss: 0.031186 | Time: 1160.15 ms [2021-02-01 20:18:33 main:574] : INFO : Epoch 1623 | loss: 0.0311806 | val_loss: 0.031184 | Time: 1503.99 ms [2021-02-01 20:18:34 main:574] : INFO : Epoch 1624 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 1171.69 ms [2021-02-01 20:18:36 main:574] : INFO : Epoch 1625 | loss: 0.0311799 | val_loss: 0.031185 | Time: 1192.54 ms [2021-02-01 20:18:37 main:574] : INFO : Epoch 1626 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 1483.62 ms [2021-02-01 20:18:38 main:574] : INFO : Epoch 1627 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 1194.4 ms [2021-02-01 20:18:39 main:574] : INFO : Epoch 1628 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1211.02 ms [2021-02-01 20:18:41 main:574] : INFO : Epoch 1629 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 1422.78 ms [2021-02-01 20:18:42 main:574] : INFO : Epoch 1630 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 1213.45 ms [2021-02-01 20:18:43 main:574] : INFO : Epoch 1631 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 1190.38 ms [2021-02-01 20:18:45 main:574] : INFO : Epoch 1632 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 1469.02 ms [2021-02-01 20:18:46 main:574] : INFO : Epoch 1633 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 1257.79 ms [2021-02-01 20:18:47 main:574] : INFO : Epoch 1634 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 1182.17 ms [2021-02-01 20:18:49 main:574] : INFO : Epoch 1635 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1341.49 ms [2021-02-01 20:18:50 main:574] : INFO : Epoch 1636 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 1330.73 ms [2021-02-01 20:18:52 main:574] : INFO : Epoch 1637 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 1736.55 ms [2021-02-01 20:18:53 main:574] : INFO : Epoch 1638 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1551.76 ms [2021-02-01 20:18:54 main:574] : INFO : Epoch 1639 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 1157.51 ms [2021-02-01 20:18:56 main:574] : INFO : Epoch 1640 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1185.64 ms [2021-02-01 20:18:57 main:574] : INFO : Epoch 1641 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 1488.43 ms [2021-02-01 20:18:58 main:574] : INFO : Epoch 1642 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 1232.9 ms [2021-02-01 20:19:00 main:574] : INFO : Epoch 1643 | loss: 0.0311716 | val_loss: 0.0311852 | Time: 1194.6 ms [2021-02-01 20:19:01 main:574] : INFO : Epoch 1644 | loss: 0.0311722 | val_loss: 0.0311853 | Time: 1473.08 ms [2021-02-01 20:19:02 main:574] : INFO : Epoch 1645 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 1219.32 ms [2021-02-01 20:19:03 main:574] : INFO : Epoch 1646 | loss: 0.0311703 | val_loss: 0.031179 | Time: 1222.41 ms [2021-02-01 20:19:05 main:574] : INFO : Epoch 1647 | loss: 0.0311703 | val_loss: 0.0311791 | Time: 1379.66 ms [2021-02-01 20:19:06 main:574] : INFO : Epoch 1648 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 1249.48 ms [2021-02-01 20:19:07 main:574] : INFO : Epoch 1649 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 1173.42 ms [2021-02-01 20:19:09 main:574] : INFO : Epoch 1650 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1341.52 ms [2021-02-01 20:19:10 main:574] : INFO : Epoch 1651 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 1305.11 ms [2021-02-01 20:19:11 main:574] : INFO : Epoch 1652 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 1169.84 ms [2021-02-01 20:19:12 main:574] : INFO : Epoch 1653 | loss: 0.03117 | val_loss: 0.031177 | Time: 1250.87 ms [2021-02-01 20:19:14 main:574] : INFO : Epoch 1654 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 1393.79 ms [2021-02-01 20:19:15 main:574] : INFO : Epoch 1655 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1175.76 ms [2021-02-01 20:19:16 main:574] : INFO : Epoch 1656 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1185.74 ms [2021-02-01 20:19:18 main:574] : INFO : Epoch 1657 | loss: 0.0311683 | val_loss: 0.0311809 | Time: 1476.48 ms [2021-02-01 20:19:19 main:574] : INFO : Epoch 1658 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1185.96 ms [2021-02-01 20:19:20 main:574] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311826 | Time: 1180.47 ms [2021-02-01 20:19:22 main:574] : INFO : Epoch 1660 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 1488.36 ms [2021-02-01 20:19:23 main:574] : INFO : Epoch 1661 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1208.38 ms [2021-02-01 20:19:24 main:574] : INFO : Epoch 1662 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 1158.32 ms [2021-02-01 20:19:36 main:574] : INFO : Epoch 1663 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 11647 ms [2021-02-01 20:19:37 main:574] : INFO : Epoch 1664 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 1189.77 ms [2021-02-01 20:19:38 main:574] : INFO : Epoch 1665 | loss: 0.0311665 | val_loss: 0.0311778 | Time: 1182.53 ms [2021-02-01 20:19:39 main:574] : INFO : Epoch 1666 | loss: 0.0311664 | val_loss: 0.0311771 | Time: 1462.34 ms [2021-02-01 20:19:41 main:574] : INFO : Epoch 1667 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1173.32 ms [2021-02-01 20:19:42 main:574] : INFO : Epoch 1668 | loss: 0.0311651 | val_loss: 0.0311756 | Time: 1166.89 ms [2021-02-01 20:19:43 main:574] : INFO : Epoch 1669 | loss: 0.031164 | val_loss: 0.0311754 | Time: 1478.59 ms [2021-02-01 20:19:44 main:574] : INFO : Epoch 1670 | loss: 0.0311659 | val_loss: 0.0311782 | Time: 1178.74 ms [2021-02-01 20:19:46 main:574] : INFO : Epoch 1671 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 1213.2 ms [2021-02-01 20:19:47 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 1431.92 ms [2021-02-01 20:19:48 main:574] : INFO : Epoch 1673 | loss: 0.0311634 | val_loss: 0.0311774 | Time: 1227.73 ms [2021-02-01 20:19:50 main:574] : INFO : Epoch 1674 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 1181.53 ms [2021-02-01 20:19:51 main:574] : INFO : Epoch 1675 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1444.95 ms [2021-02-01 20:19:52 main:574] : INFO : Epoch 1676 | loss: 0.0311626 | val_loss: 0.0311775 | Time: 1238.82 ms [2021-02-01 20:19:53 main:574] : INFO : Epoch 1677 | loss: 0.031163 | val_loss: 0.0311764 | Time: 1181.95 ms [2021-02-01 20:19:55 main:574] : INFO : Epoch 1678 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 1331.02 ms [2021-02-01 20:19:56 main:574] : INFO : Epoch 1679 | loss: 0.0311639 | val_loss: 0.03118 | Time: 1294.76 ms [2021-02-01 20:19:57 main:574] : INFO : Epoch 1680 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 1198.2 ms [2021-02-01 20:19:59 main:574] : INFO : Epoch 1681 | loss: 0.0311695 | val_loss: 0.0311803 | Time: 1280.31 ms [2021-02-01 20:20:00 main:574] : INFO : Epoch 1682 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 1388.22 ms [2021-02-01 20:20:01 main:574] : INFO : Epoch 1683 | loss: 0.0311722 | val_loss: 0.031178 | Time: 1198.23 ms [2021-02-01 20:20:02 main:574] : INFO : Epoch 1684 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1240.65 ms [2021-02-01 20:20:04 main:574] : INFO : Epoch 1685 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 1408.49 ms [2021-02-01 20:20:05 main:574] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 1189.71 ms [2021-02-01 20:20:06 main:574] : INFO : Epoch 1687 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 1159.76 ms [2021-02-01 20:20:08 main:574] : INFO : Epoch 1688 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 1489.47 ms [2021-02-01 20:20:09 main:574] : INFO : Epoch 1689 | loss: 0.031168 | val_loss: 0.0311794 | Time: 1170.99 ms [2021-02-01 20:20:10 main:574] : INFO : Epoch 1690 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 1172.37 ms [2021-02-01 20:20:12 main:574] : INFO : Epoch 1691 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 1428.03 ms [2021-02-01 20:20:13 main:574] : INFO : Epoch 1692 | loss: 0.031167 | val_loss: 0.0311803 | Time: 1168.62 ms [2021-02-01 20:20:14 main:574] : INFO : Epoch 1693 | loss: 0.0311662 | val_loss: 0.0311857 | Time: 1150.25 ms [2021-02-01 20:20:15 main:574] : INFO : Epoch 1694 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 1422.92 ms [2021-02-01 20:20:16 main:574] : INFO : Epoch 1695 | loss: 0.031165 | val_loss: 0.0311801 | Time: 1183.31 ms [2021-02-01 20:20:18 main:574] : INFO : Epoch 1696 | loss: 0.0311671 | val_loss: 0.031182 | Time: 1186.33 ms [2021-02-01 20:20:19 main:574] : INFO : Epoch 1697 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 1344.95 ms [2021-02-01 20:20:20 main:574] : INFO : Epoch 1698 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 1280.97 ms [2021-02-01 20:20:21 main:574] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 1150.85 ms [2021-02-01 20:20:23 main:574] : INFO : Epoch 1700 | loss: 0.031168 | val_loss: 0.0311795 | Time: 1283.12 ms [2021-02-01 20:20:24 main:574] : INFO : Epoch 1701 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 1309.38 ms [2021-02-01 20:20:25 main:574] : INFO : Epoch 1702 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 1176.19 ms [2021-02-01 20:20:26 main:574] : INFO : Epoch 1703 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1164.44 ms [2021-02-01 20:20:28 main:574] : INFO : Epoch 1704 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 1476.52 ms [2021-02-01 20:20:29 main:574] : INFO : Epoch 1705 | loss: 0.0311662 | val_loss: 0.0311788 | Time: 1163.83 ms [2021-02-01 20:20:30 main:574] : INFO : Epoch 1706 | loss: 0.0311666 | val_loss: 0.0311822 | Time: 1153.01 ms [2021-02-01 20:20:32 main:574] : INFO : Epoch 1707 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 1472.98 ms [2021-02-01 20:20:33 main:574] : INFO : Epoch 1708 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 1152.64 ms [2021-02-01 20:20:34 main:574] : INFO : Epoch 1709 | loss: 0.031168 | val_loss: 0.031179 | Time: 1148.94 ms [2021-02-01 20:20:36 main:574] : INFO : Epoch 1710 | loss: 0.0311668 | val_loss: 0.0311798 | Time: 1469.35 ms [2021-02-01 20:20:37 main:574] : INFO : Epoch 1711 | loss: 0.031167 | val_loss: 0.0311796 | Time: 1176.81 ms [2021-02-01 20:20:38 main:574] : INFO : Epoch 1712 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1153.92 ms [2021-02-01 20:20:39 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 1384.75 ms [2021-02-01 20:20:41 main:574] : INFO : Epoch 1714 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 1243.25 ms [2021-02-01 20:20:42 main:574] : INFO : Epoch 1715 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 1213.43 ms [2021-02-01 20:20:43 main:574] : INFO : Epoch 1716 | loss: 0.0311709 | val_loss: 0.0311804 | Time: 1352.59 ms [2021-02-01 20:20:44 main:574] : INFO : Epoch 1717 | loss: 0.0311707 | val_loss: 0.0311862 | Time: 1266.06 ms [2021-02-01 20:20:46 main:574] : INFO : Epoch 1718 | loss: 0.0311746 | val_loss: 0.0311829 | Time: 1191.88 ms [2021-02-01 20:20:47 main:574] : INFO : Epoch 1719 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 1311.06 ms [2021-02-01 20:20:48 main:574] : INFO : Epoch 1720 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 1404.6 ms [2021-02-01 20:20:49 main:574] : INFO : Epoch 1721 | loss: 0.0311707 | val_loss: 0.0311894 | Time: 1158.09 ms [2021-02-01 20:20:51 main:574] : INFO : Epoch 1722 | loss: 0.0311713 | val_loss: 0.0311877 | Time: 1189.85 ms [2021-02-01 20:20:52 main:574] : INFO : Epoch 1723 | loss: 0.031169 | val_loss: 0.0311829 | Time: 1424.46 ms [2021-02-01 20:20:53 main:574] : INFO : Epoch 1724 | loss: 0.0311686 | val_loss: 0.0311816 | Time: 1174.3 ms [2021-02-01 20:20:54 main:574] : INFO : Epoch 1725 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 1186.06 ms [2021-02-01 20:20:56 main:574] : INFO : Epoch 1726 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 1444.9 ms [2021-02-01 20:20:57 main:574] : INFO : Epoch 1727 | loss: 0.0311667 | val_loss: 0.0311856 | Time: 1184.39 ms [2021-02-01 20:20:58 main:574] : INFO : Epoch 1728 | loss: 0.0311703 | val_loss: 0.0311823 | Time: 1163.76 ms [2021-02-01 20:21:00 main:574] : INFO : Epoch 1729 | loss: 0.0311721 | val_loss: 0.0311811 | Time: 1448.44 ms [2021-02-01 20:21:01 main:574] : INFO : Epoch 1730 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 1216.57 ms [2021-02-01 20:21:02 main:574] : INFO : Epoch 1731 | loss: 0.031173 | val_loss: 0.0311795 | Time: 1173.42 ms [2021-02-01 20:21:04 main:574] : INFO : Epoch 1732 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1413.97 ms [2021-02-01 20:21:05 main:574] : INFO : Epoch 1733 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 1175.1 ms [2021-02-01 20:21:06 main:574] : INFO : Epoch 1734 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1156.41 ms [2021-02-01 20:21:07 main:574] : INFO : Epoch 1735 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 1372.72 ms [2021-02-01 20:21:09 main:574] : INFO : Epoch 1736 | loss: 0.031169 | val_loss: 0.0311798 | Time: 1256.11 ms [2021-02-01 20:21:10 main:574] : INFO : Epoch 1737 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 1164.63 ms [2021-02-01 20:21:11 main:574] : INFO : Epoch 1738 | loss: 0.0311666 | val_loss: 0.0311821 | Time: 1223.33 ms [2021-02-01 20:21:12 main:574] : INFO : Epoch 1739 | loss: 0.0311668 | val_loss: 0.0311811 | Time: 1363.61 ms [2021-02-01 20:21:14 main:574] : INFO : Epoch 1740 | loss: 0.0311658 | val_loss: 0.0311837 | Time: 1169.1 ms [2021-02-01 20:21:15 main:574] : INFO : Epoch 1741 | loss: 0.0311676 | val_loss: 0.0311858 | Time: 1147.1 ms [2021-02-01 20:21:16 main:574] : INFO : Epoch 1742 | loss: 0.0311717 | val_loss: 0.0311832 | Time: 1416.77 ms [2021-02-01 20:21:17 main:574] : INFO : Epoch 1743 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 1171.68 ms [2021-02-01 20:21:18 main:574] : INFO : Epoch 1744 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1181.79 ms [2021-02-01 20:21:20 main:574] : INFO : Epoch 1745 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 1433.94 ms [2021-02-01 20:21:21 main:574] : INFO : Epoch 1746 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 1161.47 ms [2021-02-01 20:21:22 main:574] : INFO : Epoch 1747 | loss: 0.0311758 | val_loss: 0.031183 | Time: 1151.48 ms [2021-02-01 20:21:24 main:574] : INFO : Epoch 1748 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 1407.5 ms [2021-02-01 20:21:25 main:574] : INFO : Epoch 1749 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 1178.05 ms [2021-02-01 20:21:26 main:574] : INFO : Epoch 1750 | loss: 0.0311754 | val_loss: 0.031183 | Time: 1175.13 ms [2021-02-01 20:21:27 main:574] : INFO : Epoch 1751 | loss: 0.0311757 | val_loss: 0.0311822 | Time: 1341.67 ms [2021-02-01 20:21:29 main:574] : INFO : Epoch 1752 | loss: 0.0311715 | val_loss: 0.0311858 | Time: 1236.04 ms [2021-02-01 20:21:30 main:574] : INFO : Epoch 1753 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1157.32 ms [2021-02-01 20:21:31 main:574] : INFO : Epoch 1754 | loss: 0.0311769 | val_loss: 0.0311769 | Time: 1262 ms [2021-02-01 20:21:32 main:574] : INFO : Epoch 1755 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1372.92 ms [2021-02-01 20:21:34 main:574] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 1186.77 ms [2021-02-01 20:21:35 main:574] : INFO : Epoch 1757 | loss: 0.0311773 | val_loss: 0.0311755 | Time: 1256.35 ms [2021-02-01 20:21:36 main:574] : INFO : Epoch 1758 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1386.4 ms [2021-02-01 20:21:38 main:574] : INFO : Epoch 1759 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 1170.15 ms [2021-02-01 20:21:39 main:574] : INFO : Epoch 1760 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 1152.84 ms [2021-02-01 20:21:40 main:574] : INFO : Epoch 1761 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 1506.9 ms [2021-02-01 20:21:41 main:574] : INFO : Epoch 1762 | loss: 0.0311759 | val_loss: 0.031182 | Time: 1175.43 ms [2021-02-01 20:21:43 main:574] : INFO : Epoch 1763 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 1168.49 ms [2021-02-01 20:21:44 main:574] : INFO : Epoch 1764 | loss: 0.031176 | val_loss: 0.0311798 | Time: 1392.51 ms [2021-02-01 20:21:45 main:574] : INFO : Epoch 1765 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 1160.01 ms [2021-02-01 20:21:46 main:574] : INFO : Epoch 1766 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 1171.99 ms [2021-02-01 20:21:48 main:574] : INFO : Epoch 1767 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1454.97 ms [2021-02-01 20:21:49 main:574] : INFO : Epoch 1768 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 1162.25 ms [2021-02-01 20:21:50 main:574] : INFO : Epoch 1769 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1170.29 ms [2021-02-01 20:21:51 main:574] : INFO : Epoch 1770 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 1328.63 ms [2021-02-01 20:21:53 main:574] : INFO : Epoch 1771 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 1280.57 ms [2021-02-01 20:21:54 main:574] : INFO : Epoch 1772 | loss: 0.0311733 | val_loss: 0.0311831 | Time: 1148.93 ms [2021-02-01 20:21:55 main:574] : INFO : Epoch 1773 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 1280.18 ms [2021-02-01 20:21:57 main:574] : INFO : Epoch 1774 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1329.44 ms [2021-02-01 20:21:58 main:574] : INFO : Epoch 1775 | loss: 0.0311714 | val_loss: 0.031178 | Time: 1152.31 ms [2021-02-01 20:21:59 main:574] : INFO : Epoch 1776 | loss: 0.031171 | val_loss: 0.0311774 | Time: 1153.57 ms [2021-02-01 20:22:00 main:574] : INFO : Epoch 1777 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 1471.77 ms [2021-02-01 20:22:02 main:574] : INFO : Epoch 1778 | loss: 0.03117 | val_loss: 0.0311815 | Time: 1164.93 ms [2021-02-01 20:22:03 main:574] : INFO : Epoch 1779 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 1159.69 ms [2021-02-01 20:22:04 main:574] : INFO : Epoch 1780 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 1437.49 ms [2021-02-01 20:22:05 main:574] : INFO : Epoch 1781 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 1161.28 ms [2021-02-01 20:22:06 main:574] : INFO : Epoch 1782 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 1143.55 ms [2021-02-01 20:22:08 main:574] : INFO : Epoch 1783 | loss: 0.0311697 | val_loss: 0.03118 | Time: 1498.24 ms [2021-02-01 20:22:09 main:574] : INFO : Epoch 1784 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 1177.62 ms [2021-02-01 20:22:10 main:574] : INFO : Epoch 1785 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 1155.57 ms [2021-02-01 20:22:12 main:574] : INFO : Epoch 1786 | loss: 0.0311694 | val_loss: 0.031178 | Time: 1343.62 ms [2021-02-01 20:22:13 main:574] : INFO : Epoch 1787 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1222.71 ms [2021-02-01 20:22:14 main:574] : INFO : Epoch 1788 | loss: 0.0311711 | val_loss: 0.0311781 | Time: 1163.81 ms [2021-02-01 20:22:15 main:574] : INFO : Epoch 1789 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1303.74 ms [2021-02-01 20:22:17 main:574] : INFO : Epoch 1790 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 1343.59 ms [2021-02-01 20:22:18 main:574] : INFO : Epoch 1791 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1164.63 ms [2021-02-01 20:22:19 main:574] : INFO : Epoch 1792 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 1212.37 ms [2021-02-01 20:22:21 main:574] : INFO : Epoch 1793 | loss: 0.031171 | val_loss: 0.0311741 | Time: 1451.49 ms [2021-02-01 20:22:22 main:574] : INFO : Epoch 1794 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 1164.66 ms [2021-02-01 20:22:23 main:574] : INFO : Epoch 1795 | loss: 0.0311674 | val_loss: 0.031174 | Time: 1173.69 ms [2021-02-01 20:22:24 main:574] : INFO : Epoch 1796 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1443.56 ms [2021-02-01 20:22:26 main:574] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 1157.07 ms [2021-02-01 20:22:27 main:574] : INFO : Epoch 1798 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 1159.64 ms [2021-02-01 20:22:28 main:574] : INFO : Epoch 1799 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1449.45 ms [2021-02-01 20:22:29 main:574] : INFO : Epoch 1800 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1169.77 ms [2021-02-01 20:22:31 main:574] : INFO : Epoch 1801 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 1161.72 ms [2021-02-01 20:22:32 main:574] : INFO : Epoch 1802 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 1456.26 ms [2021-02-01 20:22:33 main:574] : INFO : Epoch 1803 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 1167.35 ms [2021-02-01 20:22:34 main:574] : INFO : Epoch 1804 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1162.05 ms [2021-02-01 20:22:36 main:574] : INFO : Epoch 1805 | loss: 0.0311663 | val_loss: 0.0311864 | Time: 1303.46 ms [2021-02-01 20:22:37 main:574] : INFO : Epoch 1806 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1568.33 ms [2021-02-01 20:22:39 main:574] : INFO : Epoch 1807 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 1645.31 ms [2021-02-01 20:22:40 main:574] : INFO : Epoch 1808 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 1479.65 ms [2021-02-01 20:22:42 main:574] : INFO : Epoch 1809 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 1155 ms [2021-02-01 20:22:43 main:574] : INFO : Epoch 1810 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 1160.61 ms [2021-02-01 20:22:44 main:574] : INFO : Epoch 1811 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 1467.56 ms [2021-02-01 20:22:45 main:574] : INFO : Epoch 1812 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 1159.77 ms [2021-02-01 20:22:47 main:574] : INFO : Epoch 1813 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 1175.3 ms [2021-02-01 20:22:48 main:574] : INFO : Epoch 1814 | loss: 0.031186 | val_loss: 0.0311845 | Time: 1363.29 ms [2021-02-01 20:22:49 main:574] : INFO : Epoch 1815 | loss: 0.031185 | val_loss: 0.0311841 | Time: 1215.31 ms [2021-02-01 20:22:50 main:574] : INFO : Epoch 1816 | loss: 0.031183 | val_loss: 0.0311839 | Time: 1164.01 ms [2021-02-01 20:22:52 main:574] : INFO : Epoch 1817 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 1302.05 ms [2021-02-01 20:22:53 main:574] : INFO : Epoch 1818 | loss: 0.0311816 | val_loss: 0.031184 | Time: 1314.92 ms [2021-02-01 20:22:54 main:574] : INFO : Epoch 1819 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 1161.45 ms [2021-02-01 20:22:55 main:574] : INFO : Epoch 1820 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1202.75 ms [2021-02-01 20:22:57 main:574] : INFO : Epoch 1821 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 1413.47 ms [2021-02-01 20:22:58 main:574] : INFO : Epoch 1822 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 1159.69 ms [2021-02-01 20:22:59 main:574] : INFO : Epoch 1823 | loss: 0.0311794 | val_loss: 0.031181 | Time: 1164.65 ms [2021-02-01 20:23:00 main:574] : INFO : Epoch 1824 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 1432.69 ms [2021-02-01 20:23:02 main:574] : INFO : Epoch 1825 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 1161.14 ms [2021-02-01 20:23:03 main:574] : INFO : Epoch 1826 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 1163.34 ms [2021-02-01 20:23:04 main:574] : INFO : Epoch 1827 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1465.31 ms [2021-02-01 20:23:05 main:574] : INFO : Epoch 1828 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 1158.68 ms [2021-02-01 20:23:07 main:574] : INFO : Epoch 1829 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 1164.25 ms [2021-02-01 20:23:18 main:574] : INFO : Epoch 1830 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 11589.5 ms [2021-02-01 20:23:19 main:574] : INFO : Epoch 1831 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 1177.76 ms [2021-02-01 20:23:21 main:574] : INFO : Epoch 1832 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 1152.8 ms [2021-02-01 20:23:22 main:574] : INFO : Epoch 1833 | loss: 0.0311778 | val_loss: 0.0311866 | Time: 1388.43 ms [2021-02-01 20:23:23 main:574] : INFO : Epoch 1834 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1239.16 ms [2021-02-01 20:23:24 main:574] : INFO : Epoch 1835 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 1159.29 ms [2021-02-01 20:23:26 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 1279.76 ms [2021-02-01 20:23:27 main:574] : INFO : Epoch 1837 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 1286.5 ms [2021-02-01 20:23:28 main:574] : INFO : Epoch 1838 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 1156.74 ms [2021-02-01 20:23:29 main:574] : INFO : Epoch 1839 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 1158.38 ms [2021-02-01 20:23:31 main:574] : INFO : Epoch 1840 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 1380.57 ms [2021-02-01 20:23:32 main:574] : INFO : Epoch 1841 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 1153.88 ms [2021-02-01 20:23:33 main:574] : INFO : Epoch 1842 | loss: 0.031176 | val_loss: 0.0311808 | Time: 1156.31 ms [2021-02-01 20:23:34 main:574] : INFO : Epoch 1843 | loss: 0.0311758 | val_loss: 0.03118 | Time: 1426.82 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080) [2021-02-01 20:31:29 main:435] : INFO : Set logging level to 1 [2021-02-01 20:31:29 main:441] : INFO : Running in BOINC Client mode [2021-02-01 20:31:29 main:444] : INFO : Resolving all filenames [2021-02-01 20:31:29 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-02-01 20:31:29 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091382-569-3_1_r1673494919_1 (exists = 1) [2021-02-01 20:31:29 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091382-569-3_1_r1673494919_0 (exists = 0) [2021-02-01 20:31:29 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091382-569-3 (exists = 1) [2021-02-01 20:31:29 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-02-01 20:31:29 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-02-01 20:31:29 main:474] : INFO : Configuration: [2021-02-01 20:31:29 main:475] : INFO : Model type: GRU [2021-02-01 20:31:29 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-02-01 20:31:29 main:477] : INFO : Max Epochs: 2048 [2021-02-01 20:31:29 main:478] : INFO : Batch Size: 128 [2021-02-01 20:31:29 main:479] : INFO : Learning Rate: 0.01 [2021-02-01 20:31:29 main:480] : INFO : Patience: 10 [2021-02-01 20:31:29 main:481] : INFO : Hidden Width: 12 [2021-02-01 20:31:29 main:482] : INFO : # Recurrent Layers: 4 [2021-02-01 20:31:29 main:483] : INFO : # Backend Layers: 4 [2021-02-01 20:31:29 main:484] : INFO : # Threads: 1 [2021-02-01 20:31:29 main:486] : INFO : Preparing Dataset [2021-02-01 20:31:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-01 20:31:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-01 20:31:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-02-01 20:31:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-01 20:31:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-01 20:31:32 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-02-01 20:31:32 main:494] : INFO : Creating Model [2021-02-01 20:31:32 main:507] : INFO : Preparing config file [2021-02-01 20:31:32 main:511] : INFO : Found checkpoint, attempting to load... [2021-02-01 20:31:32 main:512] : INFO : Loading config [2021-02-01 20:31:32 main:514] : INFO : Loading state [2021-02-01 20:31:33 main:559] : INFO : Loading DataLoader into Memory [2021-02-01 20:31:33 main:562] : INFO : Starting Training [2021-02-01 20:31:34 main:574] : INFO : Epoch 1838 | loss: 0.0312158 | val_loss: 0.031186 | Time: 1384.24 ms [2021-02-01 20:31:35 main:574] : INFO : Epoch 1839 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 1115.99 ms [2021-02-01 20:31:37 main:574] : INFO : Epoch 1840 | loss: 0.0311773 | val_loss: 0.031178 | Time: 1450.1 ms [2021-02-01 20:31:38 main:574] : INFO : Epoch 1841 | loss: 0.0311757 | val_loss: 0.0311771 | Time: 1107.58 ms [2021-02-01 20:31:39 main:574] : INFO : Epoch 1842 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 1123.54 ms [2021-02-01 20:31:40 main:574] : INFO : Epoch 1843 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 1440.91 ms [2021-02-01 20:31:42 main:574] : INFO : Epoch 1844 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 1115.78 ms [2021-02-01 20:31:43 main:574] : INFO : Epoch 1845 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1119.2 ms [2021-02-01 20:31:44 main:574] : INFO : Epoch 1846 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 1348.07 ms [2021-02-01 20:31:45 main:574] : INFO : Epoch 1847 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1204.81 ms [2021-02-01 20:31:46 main:574] : INFO : Epoch 1848 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1125.79 ms [2021-02-01 20:31:48 main:574] : INFO : Epoch 1849 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 1174.32 ms [2021-02-01 20:31:49 main:574] : INFO : Epoch 1850 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 1332.41 ms [2021-02-01 20:31:50 main:574] : INFO : Epoch 1851 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 1126.21 ms [2021-02-01 20:31:51 main:574] : INFO : Epoch 1852 | loss: 0.031169 | val_loss: 0.0311773 | Time: 1118.71 ms [2021-02-01 20:31:53 main:574] : INFO : Epoch 1853 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 1402.84 ms [2021-02-01 20:31:54 main:574] : INFO : Epoch 1854 | loss: 0.031168 | val_loss: 0.0311744 | Time: 1124.01 ms [2021-02-01 20:31:55 main:574] : INFO : Epoch 1855 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 1117.26 ms [2021-02-01 20:31:56 main:574] : INFO : Epoch 1856 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 1341.86 ms [2021-02-01 20:31:57 main:574] : INFO : Epoch 1857 | loss: 0.031169 | val_loss: 0.0311745 | Time: 1231.03 ms [2021-02-01 20:31:59 main:574] : INFO : Epoch 1858 | loss: 0.0311689 | val_loss: 0.031179 | Time: 1123.28 ms [2021-02-01 20:32:00 main:574] : INFO : Epoch 1859 | loss: 0.031168 | val_loss: 0.0311754 | Time: 1300.41 ms [2021-02-01 20:32:01 main:574] : INFO : Epoch 1860 | loss: 0.031168 | val_loss: 0.0311751 | Time: 1337.46 ms [2021-02-01 20:32:02 main:574] : INFO : Epoch 1861 | loss: 0.0311664 | val_loss: 0.031171 | Time: 1147.52 ms [2021-02-01 20:32:04 main:574] : INFO : Epoch 1862 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 1156.16 ms [2021-02-01 20:32:05 main:574] : INFO : Epoch 1863 | loss: 0.0311651 | val_loss: 0.0311693 | Time: 1377.04 ms [2021-02-01 20:32:06 main:574] : INFO : Epoch 1864 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 1133.88 ms [2021-02-01 20:32:07 main:574] : INFO : Epoch 1865 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 1343.48 ms [2021-02-01 20:32:09 main:574] : INFO : Epoch 1866 | loss: 0.031165 | val_loss: 0.0311695 | Time: 1523.73 ms [2021-02-01 20:32:10 main:574] : INFO : Epoch 1867 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 1137.88 ms [2021-02-01 20:32:11 main:574] : INFO : Epoch 1868 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 1138.16 ms [2021-02-01 20:32:13 main:574] : INFO : Epoch 1869 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 1507.32 ms [2021-02-01 20:32:14 main:574] : INFO : Epoch 1870 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 1124.64 ms [2021-02-01 20:32:15 main:574] : INFO : Epoch 1871 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1133.13 ms [2021-02-01 20:32:16 main:574] : INFO : Epoch 1872 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1385.81 ms [2021-02-01 20:32:18 main:574] : INFO : Epoch 1873 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 1187.54 ms [2021-02-01 20:32:19 main:574] : INFO : Epoch 1874 | loss: 0.0311714 | val_loss: 0.0311737 | Time: 1141.04 ms [2021-02-01 20:32:20 main:574] : INFO : Epoch 1875 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 1232.93 ms [2021-02-01 20:32:21 main:574] : INFO : Epoch 1876 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 1273.95 ms [2021-02-01 20:32:22 main:574] : INFO : Epoch 1877 | loss: 0.0311683 | val_loss: 0.0311755 | Time: 1124.85 ms [2021-02-01 20:32:24 main:574] : INFO : Epoch 1878 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 1119.17 ms [2021-02-01 20:32:25 main:574] : INFO : Epoch 1879 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 1466.56 ms [2021-02-01 20:32:26 main:574] : INFO : Epoch 1880 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1113.19 ms [2021-02-01 20:32:27 main:574] : INFO : Epoch 1881 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 1113.53 ms [2021-02-01 20:32:29 main:574] : INFO : Epoch 1882 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1448.12 ms [2021-02-01 20:32:30 main:574] : INFO : Epoch 1883 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 1229.88 ms [2021-02-01 20:32:32 main:574] : INFO : Epoch 1884 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 1688.16 ms [2021-02-01 20:32:33 main:574] : INFO : Epoch 1885 | loss: 0.031163 | val_loss: 0.0311686 | Time: 1431.22 ms [2021-02-01 20:32:34 main:574] : INFO : Epoch 1886 | loss: 0.0311644 | val_loss: 0.0311708 | Time: 1120.32 ms [2021-02-01 20:32:35 main:574] : INFO : Epoch 1887 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 1116.18 ms [2021-02-01 20:32:37 main:574] : INFO : Epoch 1888 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 1400.65 ms [2021-02-01 20:32:38 main:574] : INFO : Epoch 1889 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 1115.75 ms [2021-02-01 20:32:39 main:574] : INFO : Epoch 1890 | loss: 0.0311631 | val_loss: 0.0311678 | Time: 1121.06 ms [2021-02-01 20:32:40 main:574] : INFO : Epoch 1891 | loss: 0.0311634 | val_loss: 0.0311673 | Time: 1388.15 ms [2021-02-01 20:32:42 main:574] : INFO : Epoch 1892 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 1179.22 ms [2021-02-01 20:32:43 main:574] : INFO : Epoch 1893 | loss: 0.0311632 | val_loss: 0.0311661 | Time: 1132.71 ms [2021-02-01 20:32:44 main:574] : INFO : Epoch 1894 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 1236.19 ms [2021-02-01 20:32:45 main:574] : INFO : Epoch 1895 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 1296.48 ms [2021-02-01 20:32:46 main:574] : INFO : Epoch 1896 | loss: 0.0311604 | val_loss: 0.0311649 | Time: 1147.27 ms [2021-02-01 20:32:48 main:574] : INFO : Epoch 1897 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1135.06 ms [2021-02-01 20:32:49 main:574] : INFO : Epoch 1898 | loss: 0.0311605 | val_loss: 0.0311663 | Time: 1389.52 ms [2021-02-01 20:32:50 main:574] : INFO : Epoch 1899 | loss: 0.03116 | val_loss: 0.0311657 | Time: 1108.77 ms [2021-02-01 20:32:51 main:574] : INFO : Epoch 1900 | loss: 0.03116 | val_loss: 0.0311685 | Time: 1136.67 ms [2021-02-01 20:32:53 main:574] : INFO : Epoch 1901 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 1463.95 ms [2021-02-01 20:32:54 main:574] : INFO : Epoch 1902 | loss: 0.0311595 | val_loss: 0.031166 | Time: 1135.94 ms [2021-02-01 20:32:55 main:574] : INFO : Epoch 1903 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 1139.92 ms [2021-02-01 20:32:56 main:574] : INFO : Epoch 1904 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 1296.67 ms [2021-02-01 20:32:58 main:574] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311674 | Time: 1267.31 ms [2021-02-01 20:32:59 main:574] : INFO : Epoch 1906 | loss: 0.0311639 | val_loss: 0.0311686 | Time: 1114.86 ms [2021-02-01 20:33:00 main:574] : INFO : Epoch 1907 | loss: 0.0311656 | val_loss: 0.0311685 | Time: 1196.06 ms [2021-02-01 20:33:01 main:574] : INFO : Epoch 1908 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 1313.57 ms [2021-02-01 20:33:02 main:574] : INFO : Epoch 1909 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1112.46 ms [2021-02-01 20:33:04 main:574] : INFO : Epoch 1910 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 1155.65 ms [2021-02-01 20:33:05 main:574] : INFO : Epoch 1911 | loss: 0.0311662 | val_loss: 0.031167 | Time: 1464.01 ms [2021-02-01 20:33:06 main:574] : INFO : Epoch 1912 | loss: 0.031166 | val_loss: 0.0311665 | Time: 1121.93 ms [2021-02-01 20:33:07 main:574] : INFO : Epoch 1913 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 1134.51 ms [2021-02-01 20:33:09 main:574] : INFO : Epoch 1914 | loss: 0.0311635 | val_loss: 0.031168 | Time: 1435.12 ms [2021-02-01 20:33:10 main:574] : INFO : Epoch 1915 | loss: 0.0311646 | val_loss: 0.0311652 | Time: 1160.44 ms [2021-02-01 20:33:11 main:574] : INFO : Epoch 1916 | loss: 0.0311672 | val_loss: 0.0311657 | Time: 1150.84 ms [2021-02-01 20:33:12 main:574] : INFO : Epoch 1917 | loss: 0.0311659 | val_loss: 0.0311627 | Time: 1245.97 ms [2021-02-01 20:33:14 main:574] : INFO : Epoch 1918 | loss: 0.0311674 | val_loss: 0.0311656 | Time: 1253.23 ms [2021-02-01 20:33:15 main:574] : INFO : Epoch 1919 | loss: 0.0311684 | val_loss: 0.0311661 | Time: 1137.62 ms [2021-02-01 20:33:16 main:574] : INFO : Epoch 1920 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 1128.32 ms [2021-02-01 20:33:17 main:574] : INFO : Epoch 1921 | loss: 0.0311669 | val_loss: 0.0311633 | Time: 1418.52 ms [2021-02-01 20:33:18 main:574] : INFO : Epoch 1922 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 1130.35 ms [2021-02-01 20:33:20 main:574] : INFO : Epoch 1923 | loss: 0.0311695 | val_loss: 0.0311649 | Time: 1117.76 ms [2021-02-01 20:33:21 main:574] : INFO : Epoch 1924 | loss: 0.0311699 | val_loss: 0.031168 | Time: 1444.37 ms [2021-02-01 20:33:22 main:574] : INFO : Epoch 1925 | loss: 0.0311695 | val_loss: 0.0311702 | Time: 1215.11 ms [2021-02-01 20:33:23 main:574] : INFO : Epoch 1926 | loss: 0.0311719 | val_loss: 0.0311707 | Time: 1197.07 ms [2021-02-01 20:33:25 main:574] : INFO : Epoch 1927 | loss: 0.0311684 | val_loss: 0.0311676 | Time: 1471.53 ms [2021-02-01 20:33:26 main:574] : INFO : Epoch 1928 | loss: 0.0311673 | val_loss: 0.0311695 | Time: 1123.84 ms [2021-02-01 20:33:27 main:574] : INFO : Epoch 1929 | loss: 0.0311657 | val_loss: 0.0311676 | Time: 1114.42 ms [2021-02-01 20:33:29 main:574] : INFO : Epoch 1930 | loss: 0.0311662 | val_loss: 0.03117 | Time: 1329.38 ms [2021-02-01 20:33:30 main:574] : INFO : Epoch 1931 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 1265.93 ms [2021-02-01 20:33:31 main:574] : INFO : Epoch 1932 | loss: 0.0311664 | val_loss: 0.0311678 | Time: 1294.14 ms [2021-02-01 20:33:33 main:574] : INFO : Epoch 1933 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1628.06 ms [2021-02-01 20:33:34 main:574] : INFO : Epoch 1934 | loss: 0.031169 | val_loss: 0.0311688 | Time: 1210.78 ms [2021-02-01 20:33:35 main:574] : INFO : Epoch 1935 | loss: 0.0311681 | val_loss: 0.0311683 | Time: 1133.87 ms [2021-02-01 20:33:36 main:574] : INFO : Epoch 1936 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 1290.9 ms [2021-02-01 20:33:38 main:574] : INFO : Epoch 1937 | loss: 0.0311658 | val_loss: 0.0311687 | Time: 1257.14 ms [2021-02-01 20:33:39 main:574] : INFO : Epoch 1938 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 1139.99 ms [2021-02-01 20:33:40 main:574] : INFO : Epoch 1939 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1104.77 ms [2021-02-01 20:33:41 main:574] : INFO : Epoch 1940 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 1449.92 ms [2021-02-01 20:33:42 main:574] : INFO : Epoch 1941 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 1126.35 ms [2021-02-01 20:33:44 main:574] : INFO : Epoch 1942 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 1139.15 ms [2021-02-01 20:33:45 main:574] : INFO : Epoch 1943 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 1365.56 ms [2021-02-01 20:33:46 main:574] : INFO : Epoch 1944 | loss: 0.031165 | val_loss: 0.0311696 | Time: 1116.11 ms [2021-02-01 20:33:47 main:574] : INFO : Epoch 1945 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 1124.3 ms [2021-02-01 20:33:49 main:574] : INFO : Epoch 1946 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 1262.81 ms [2021-02-01 20:33:50 main:574] : INFO : Epoch 1947 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1276.16 ms [2021-02-01 20:33:51 main:574] : INFO : Epoch 1948 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 1110.41 ms [2021-02-01 20:33:52 main:574] : INFO : Epoch 1949 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 1174.22 ms [2021-02-01 20:33:54 main:574] : INFO : Epoch 1950 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 1392.6 ms [2021-02-01 20:33:55 main:574] : INFO : Epoch 1951 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 1116 ms [2021-02-01 20:33:56 main:574] : INFO : Epoch 1952 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 1142.83 ms [2021-02-01 20:33:57 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1420.79 ms [2021-02-01 20:33:58 main:574] : INFO : Epoch 1954 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 1110.13 ms [2021-02-01 20:34:00 main:574] : INFO : Epoch 1955 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 1148.88 ms [2021-02-01 20:34:01 main:574] : INFO : Epoch 1956 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1453.27 ms [2021-02-01 20:34:02 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 1153.3 ms [2021-02-01 20:34:03 main:574] : INFO : Epoch 1958 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 1134.29 ms [2021-02-01 20:34:05 main:574] : INFO : Epoch 1959 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 1294.65 ms [2021-02-01 20:34:06 main:574] : INFO : Epoch 1960 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1265.28 ms [2021-02-01 20:34:07 main:574] : INFO : Epoch 1961 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 1123.37 ms [2021-02-01 20:34:08 main:574] : INFO : Epoch 1962 | loss: 0.031164 | val_loss: 0.031172 | Time: 1132.52 ms [2021-02-01 20:34:10 main:574] : INFO : Epoch 1963 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1382.19 ms [2021-02-01 20:34:11 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 1143.47 ms [2021-02-01 20:34:12 main:574] : INFO : Epoch 1965 | loss: 0.0311631 | val_loss: 0.031173 | Time: 1117.37 ms [2021-02-01 20:34:13 main:574] : INFO : Epoch 1966 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 1402.51 ms [2021-02-01 20:34:14 main:574] : INFO : Epoch 1967 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 1126.55 ms [2021-02-01 20:34:15 main:574] : INFO : Epoch 1968 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 1121.17 ms [2021-02-01 20:34:17 main:574] : INFO : Epoch 1969 | loss: 0.031167 | val_loss: 0.0311704 | Time: 1358.51 ms [2021-02-01 20:34:18 main:574] : INFO : Epoch 1970 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 1218.06 ms [2021-02-01 20:34:19 main:574] : INFO : Epoch 1971 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 1128.14 ms [2021-02-01 20:34:21 main:574] : INFO : Epoch 1972 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1351.85 ms [2021-02-01 20:34:22 main:574] : INFO : Epoch 1973 | loss: 0.031166 | val_loss: 0.0311717 | Time: 1366.87 ms [2021-02-01 20:34:23 main:574] : INFO : Epoch 1974 | loss: 0.0311676 | val_loss: 0.0311702 | Time: 1122.64 ms [2021-02-01 20:34:24 main:574] : INFO : Epoch 1975 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 1127.2 ms [2021-02-01 20:34:26 main:574] : INFO : Epoch 1976 | loss: 0.0312162 | val_loss: 0.0312784 | Time: 1388.82 ms [2021-02-01 20:34:27 main:574] : INFO : Epoch 1977 | loss: 0.0644602 | val_loss: 0.041892 | Time: 1123.62 ms [2021-02-01 20:34:28 main:574] : INFO : Epoch 1978 | loss: 0.0392711 | val_loss: 0.0364785 | Time: 1143.13 ms [2021-02-01 20:34:29 main:574] : INFO : Epoch 1979 | loss: 0.0329073 | val_loss: 0.0315314 | Time: 1434.42 ms [2021-02-01 20:34:30 main:574] : INFO : Epoch 1980 | loss: 0.0314156 | val_loss: 0.0313628 | Time: 1134.62 ms [2021-02-01 20:34:32 main:574] : INFO : Epoch 1981 | loss: 0.0312905 | val_loss: 0.0312637 | Time: 1333.21 ms [2021-02-01 20:34:33 main:574] : INFO : Epoch 1982 | loss: 0.031252 | val_loss: 0.0312474 | Time: 1545.13 ms [2021-02-01 20:34:34 main:574] : INFO : Epoch 1983 | loss: 0.0312418 | val_loss: 0.0312382 | Time: 1127.73 ms [2021-02-01 20:34:36 main:574] : INFO : Epoch 1984 | loss: 0.0312349 | val_loss: 0.0312329 | Time: 1161.23 ms [2021-02-01 20:34:37 main:574] : INFO : Epoch 1985 | loss: 0.0312309 | val_loss: 0.0312269 | Time: 1405.36 ms [2021-02-01 20:34:38 main:574] : INFO : Epoch 1986 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1209.37 ms [2021-02-01 20:34:39 main:574] : INFO : Epoch 1987 | loss: 0.0312193 | val_loss: 0.0312166 | Time: 1130.7 ms [2021-02-01 20:34:41 main:574] : INFO : Epoch 1988 | loss: 0.0312165 | val_loss: 0.0312147 | Time: 1211.65 ms [2021-02-01 20:34:42 main:574] : INFO : Epoch 1989 | loss: 0.0312144 | val_loss: 0.0312115 | Time: 1330.2 ms [2021-02-01 20:34:43 main:574] : INFO : Epoch 1990 | loss: 0.0312125 | val_loss: 0.0312099 | Time: 1276.53 ms [2021-02-01 20:34:45 main:574] : INFO : Epoch 1991 | loss: 0.0312106 | val_loss: 0.0312087 | Time: 1377.18 ms [2021-02-01 20:34:46 main:574] : INFO : Epoch 1992 | loss: 0.03121 | val_loss: 0.0312086 | Time: 1485.03 ms [2021-02-01 20:34:47 main:574] : INFO : Epoch 1993 | loss: 0.0312097 | val_loss: 0.0312124 | Time: 1240.34 ms [2021-02-01 20:34:49 main:574] : INFO : Epoch 1994 | loss: 0.0312112 | val_loss: 0.0312108 | Time: 1494.02 ms [2021-02-01 20:34:50 main:574] : INFO : Epoch 1995 | loss: 0.0312101 | val_loss: 0.0312085 | Time: 1286.64 ms [2021-02-01 20:34:51 main:574] : INFO : Epoch 1996 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 1139.16 ms [2021-02-01 20:34:53 main:574] : INFO : Epoch 1997 | loss: 0.0312069 | val_loss: 0.0312085 | Time: 1217.84 ms [2021-02-01 20:34:54 main:574] : INFO : Epoch 1998 | loss: 0.0312061 | val_loss: 0.0312069 | Time: 1326.17 ms [2021-02-01 20:34:55 main:574] : INFO : Epoch 1999 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 1131.71 ms [2021-02-01 20:34:56 main:574] : INFO : Epoch 2000 | loss: 0.0312051 | val_loss: 0.0312054 | Time: 1118.41 ms [2021-02-01 20:34:58 main:574] : INFO : Epoch 2001 | loss: 0.0312051 | val_loss: 0.0312051 | Time: 1432.61 ms [2021-02-01 20:34:59 main:574] : INFO : Epoch 2002 | loss: 0.0312054 | val_loss: 0.0312046 | Time: 1161.89 ms [2021-02-01 20:35:00 main:574] : INFO : Epoch 2003 | loss: 0.0312035 | val_loss: 0.0312032 | Time: 1136.45 ms [2021-02-01 20:35:01 main:574] : INFO : Epoch 2004 | loss: 0.0312025 | val_loss: 0.0312037 | Time: 1444.79 ms [2021-02-01 20:35:03 main:574] : INFO : Epoch 2005 | loss: 0.0312026 | val_loss: 0.0312023 | Time: 1133.02 ms [2021-02-01 20:35:04 main:574] : INFO : Epoch 2006 | loss: 0.0312024 | val_loss: 0.031204 | Time: 1120.26 ms [2021-02-01 20:35:05 main:574] : INFO : Epoch 2007 | loss: 0.0312026 | val_loss: 0.0312022 | Time: 1270.35 ms [2021-02-01 20:35:06 main:574] : INFO : Epoch 2008 | loss: 0.0312007 | val_loss: 0.0312036 | Time: 1262.13 ms [2021-02-01 20:35:07 main:574] : INFO : Epoch 2009 | loss: 0.0312016 | val_loss: 0.0312005 | Time: 1132.55 ms [2021-02-01 20:35:08 main:574] : INFO : Epoch 2010 | loss: 0.0312007 | val_loss: 0.0311997 | Time: 1163.44 ms [2021-02-01 20:35:10 main:574] : INFO : Epoch 2011 | loss: 0.0312004 | val_loss: 0.0311995 | Time: 1419.1 ms [2021-02-01 20:35:11 main:574] : INFO : Epoch 2012 | loss: 0.0311994 | val_loss: 0.0311992 | Time: 1118.29 ms [2021-02-01 20:35:12 main:574] : INFO : Epoch 2013 | loss: 0.0311991 | val_loss: 0.0311986 | Time: 1114.13 ms [2021-02-01 20:35:14 main:574] : INFO : Epoch 2014 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 1441.93 ms [2021-02-01 20:35:15 main:574] : INFO : Epoch 2015 | loss: 0.0311993 | val_loss: 0.0311986 | Time: 1117.98 ms [2021-02-01 20:35:16 main:574] : INFO : Epoch 2016 | loss: 0.0312003 | val_loss: 0.0312013 | Time: 1120.86 ms [2021-02-01 20:35:17 main:574] : INFO : Epoch 2017 | loss: 0.0312004 | val_loss: 0.0312016 | Time: 1354.96 ms [2021-02-01 20:35:18 main:574] : INFO : Epoch 2018 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 1203.9 ms [2021-02-01 20:35:20 main:574] : INFO : Epoch 2019 | loss: 0.0311988 | val_loss: 0.0312006 | Time: 1117.05 ms [2021-02-01 20:35:21 main:574] : INFO : Epoch 2020 | loss: 0.031199 | val_loss: 0.0311982 | Time: 1264.69 ms [2021-02-01 20:35:22 main:574] : INFO : Epoch 2021 | loss: 0.0311984 | val_loss: 0.0311981 | Time: 1333.08 ms [2021-02-01 20:35:23 main:574] : INFO : Epoch 2022 | loss: 0.0311973 | val_loss: 0.031198 | Time: 1112.28 ms [2021-02-01 20:35:24 main:574] : INFO : Epoch 2023 | loss: 0.0311977 | val_loss: 0.0311976 | Time: 1146.1 ms [2021-02-01 20:35:26 main:574] : INFO : Epoch 2024 | loss: 0.031198 | val_loss: 0.0311981 | Time: 1394.8 ms [2021-02-01 20:35:27 main:574] : INFO : Epoch 2025 | loss: 0.0311974 | val_loss: 0.0311974 | Time: 1114.04 ms [2021-02-01 20:35:28 main:574] : INFO : Epoch 2026 | loss: 0.0311976 | val_loss: 0.0311974 | Time: 1124.54 ms [2021-02-01 20:35:30 main:574] : INFO : Epoch 2027 | loss: 0.0312008 | val_loss: 0.0311994 | Time: 1423.76 ms [2021-02-01 20:35:31 main:574] : INFO : Epoch 2028 | loss: 0.0311974 | val_loss: 0.0311976 | Time: 1112.87 ms [2021-02-01 20:35:32 main:574] : INFO : Epoch 2029 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 1120.57 ms [2021-02-01 20:35:33 main:574] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 1493.25 ms [2021-02-01 20:35:34 main:574] : INFO : Epoch 2031 | loss: 0.0311965 | val_loss: 0.0311963 | Time: 1160.71 ms [2021-02-01 20:35:36 main:574] : INFO : Epoch 2032 | loss: 0.0311971 | val_loss: 0.0311998 | Time: 1120.66 ms [2021-02-01 20:35:37 main:574] : INFO : Epoch 2033 | loss: 0.0311977 | val_loss: 0.0311962 | Time: 1264.94 ms [2021-02-01 20:35:38 main:574] : INFO : Epoch 2034 | loss: 0.0311965 | val_loss: 0.0311958 | Time: 1284.43 ms [2021-02-01 20:35:39 main:574] : INFO : Epoch 2035 | loss: 0.0311962 | val_loss: 0.0311965 | Time: 1104.86 ms [2021-02-01 20:35:40 main:574] : INFO : Epoch 2036 | loss: 0.0311961 | val_loss: 0.0311955 | Time: 1121.49 ms [2021-02-01 20:35:42 main:574] : INFO : Epoch 2037 | loss: 0.0311953 | val_loss: 0.0311952 | Time: 1383.5 ms [2021-02-01 20:35:43 main:574] : INFO : Epoch 2038 | loss: 0.031196 | val_loss: 0.031196 | Time: 1111.08 ms [2021-02-01 20:35:44 main:574] : INFO : Epoch 2039 | loss: 0.0311965 | val_loss: 0.0311984 | Time: 1120.3 ms [2021-02-01 20:35:45 main:574] : INFO : Epoch 2040 | loss: 0.0311971 | val_loss: 0.0311978 | Time: 1391.08 ms [2021-02-01 20:35:47 main:574] : INFO : Epoch 2041 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 1150.87 ms [2021-02-01 20:35:48 main:574] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0311978 | Time: 1118.5 ms [2021-02-01 20:35:49 main:574] : INFO : Epoch 2043 | loss: 0.0311959 | val_loss: 0.031195 | Time: 1302.19 ms [2021-02-01 20:35:50 main:574] : INFO : Epoch 2044 | loss: 0.0311962 | val_loss: 0.0311969 | Time: 1309.66 ms [2021-02-01 20:35:51 main:574] : INFO : Epoch 2045 | loss: 0.0311974 | val_loss: 0.0312017 | Time: 1119.53 ms [2021-02-01 20:35:53 main:574] : INFO : Epoch 2046 | loss: 0.0311961 | val_loss: 0.0311941 | Time: 1129.53 ms [2021-02-01 20:35:54 main:574] : INFO : Epoch 2047 | loss: 0.0311953 | val_loss: 0.0311951 | Time: 1388.46 ms [2021-02-01 20:35:55 main:574] : INFO : Epoch 2048 | loss: 0.0311944 | val_loss: 0.0311942 | Time: 1118.22 ms [2021-02-01 20:35:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311942 [2021-02-01 20:35:55 main:603] : INFO : Saving end state to config to file [2021-02-01 20:35:55 main:608] : INFO : Success, exiting.. 20:35:55 (103708): 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)