Task 3903453
| Name | ParityModified-1611091466-3078-6_0 |
| Workunit | 2056055 |
| Created | 1 Feb 2021, 10:00:41 UTC |
| Sent | 1 Feb 2021, 11:15:25 UTC |
| Report deadline | 8 Feb 2021, 11:15:25 UTC |
| Received | 1 Feb 2021, 13:48:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 47 min 31 sec |
| CPU time | 46 min 15 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> : Epoch 1542 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 1372.43 ms [2021-02-01 13:36:48 main:574] : INFO : Epoch 1543 | loss: 0.0311771 | val_loss: 0.0311761 | Time: 1171.15 ms [2021-02-01 13:36:49 main:574] : INFO : Epoch 1544 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 1178.31 ms [2021-02-01 13:36:51 main:574] : INFO : Epoch 1545 | loss: 0.0311764 | val_loss: 0.0311784 | Time: 1484.61 ms [2021-02-01 13:36:52 main:574] : INFO : Epoch 1546 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 1159.18 ms [2021-02-01 13:36:53 main:574] : INFO : Epoch 1547 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1172.13 ms [2021-02-01 13:36:55 main:574] : INFO : Epoch 1548 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 1460.58 ms [2021-02-01 13:36:56 main:574] : INFO : Epoch 1549 | loss: 0.031178 | val_loss: 0.0311794 | Time: 1168.69 ms [2021-02-01 13:36:57 main:574] : INFO : Epoch 1550 | loss: 0.0311791 | val_loss: 0.0311858 | Time: 1174.97 ms [2021-02-01 13:36:59 main:574] : INFO : Epoch 1551 | loss: 0.0311814 | val_loss: 0.0311789 | Time: 1467.47 ms [2021-02-01 13:37:00 main:574] : INFO : Epoch 1552 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 1571.28 ms [2021-02-01 13:37:02 main:574] : INFO : Epoch 1553 | loss: 0.0311835 | val_loss: 0.0311796 | Time: 1711.64 ms [2021-02-01 13:37:03 main:574] : INFO : Epoch 1554 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1353.82 ms [2021-02-01 13:37:04 main:574] : INFO : Epoch 1555 | loss: 0.0311785 | val_loss: 0.0311891 | Time: 1179.42 ms [2021-02-01 13:37:06 main:574] : INFO : Epoch 1556 | loss: 0.0311828 | val_loss: 0.031184 | Time: 1218.62 ms [2021-02-01 13:37:07 main:574] : INFO : Epoch 1557 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 1447.65 ms [2021-02-01 13:37:08 main:574] : INFO : Epoch 1558 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 1177.28 ms [2021-02-01 13:37:10 main:574] : INFO : Epoch 1559 | loss: 0.0311786 | val_loss: 0.0311783 | Time: 1178.38 ms [2021-02-01 13:37:11 main:574] : INFO : Epoch 1560 | loss: 0.031179 | val_loss: 0.0311786 | Time: 1501.1 ms [2021-02-01 13:37:12 main:574] : INFO : Epoch 1561 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 1177.63 ms [2021-02-01 13:37:13 main:574] : INFO : Epoch 1562 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 1171.32 ms [2021-02-01 13:37:15 main:574] : INFO : Epoch 1563 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1457.51 ms [2021-02-01 13:37:16 main:574] : INFO : Epoch 1564 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 1175.82 ms [2021-02-01 13:37:17 main:574] : INFO : Epoch 1565 | loss: 0.0311805 | val_loss: 0.0311783 | Time: 1180.02 ms [2021-02-01 13:37:19 main:574] : INFO : Epoch 1566 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 1452.97 ms [2021-02-01 13:37:20 main:574] : INFO : Epoch 1567 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 1178.25 ms [2021-02-01 13:37:21 main:574] : INFO : Epoch 1568 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 1177.41 ms [2021-02-01 13:37:23 main:574] : INFO : Epoch 1569 | loss: 0.031182 | val_loss: 0.0311842 | Time: 1438.16 ms [2021-02-01 13:37:24 main:574] : INFO : Epoch 1570 | loss: 0.03118 | val_loss: 0.0311779 | Time: 1194.95 ms [2021-02-01 13:37:25 main:574] : INFO : Epoch 1571 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1169.35 ms [2021-02-01 13:37:26 main:574] : INFO : Epoch 1572 | loss: 0.031178 | val_loss: 0.0311842 | Time: 1434.58 ms [2021-02-01 13:37:28 main:574] : INFO : Epoch 1573 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 1241.17 ms [2021-02-01 13:37:29 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311773 | Time: 1176.78 ms [2021-02-01 13:37:30 main:574] : INFO : Epoch 1575 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 1335.1 ms [2021-02-01 13:37:31 main:574] : INFO : Epoch 1576 | loss: 0.0311798 | val_loss: 0.0311789 | Time: 1315.12 ms [2021-02-01 13:37:33 main:574] : INFO : Epoch 1577 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1188.19 ms [2021-02-01 13:37:34 main:574] : INFO : Epoch 1578 | loss: 0.0311773 | val_loss: 0.0311767 | Time: 1246.92 ms [2021-02-01 13:37:35 main:574] : INFO : Epoch 1579 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1386.21 ms [2021-02-01 13:37:36 main:574] : INFO : Epoch 1580 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 1184.53 ms [2021-02-01 13:37:38 main:574] : INFO : Epoch 1581 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 1187.07 ms [2021-02-01 13:37:39 main:574] : INFO : Epoch 1582 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 1422.14 ms [2021-02-01 13:37:40 main:574] : INFO : Epoch 1583 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 1161.57 ms [2021-02-01 13:37:41 main:574] : INFO : Epoch 1584 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 1182.98 ms [2021-02-01 13:37:43 main:574] : INFO : Epoch 1585 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 1499.12 ms [2021-02-01 13:37:44 main:574] : INFO : Epoch 1586 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1178.02 ms [2021-02-01 13:37:45 main:574] : INFO : Epoch 1587 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 1182.26 ms [2021-02-01 13:37:47 main:574] : INFO : Epoch 1588 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 1476.73 ms [2021-02-01 13:37:48 main:574] : INFO : Epoch 1589 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 1192.73 ms [2021-02-01 13:37:49 main:574] : INFO : Epoch 1590 | loss: 0.0311784 | val_loss: 0.03118 | Time: 1168.95 ms [2021-02-01 13:37:51 main:574] : INFO : Epoch 1591 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 1481.08 ms [2021-02-01 13:37:52 main:574] : INFO : Epoch 1592 | loss: 0.0311753 | val_loss: 0.031179 | Time: 1183.22 ms [2021-02-01 13:37:53 main:574] : INFO : Epoch 1593 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 1179.33 ms [2021-02-01 13:37:55 main:574] : INFO : Epoch 1594 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1398.9 ms [2021-02-01 13:37:56 main:574] : INFO : Epoch 1595 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1223.26 ms [2021-02-01 13:37:57 main:574] : INFO : Epoch 1596 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 1193.98 ms [2021-02-01 13:37:58 main:574] : INFO : Epoch 1597 | loss: 0.0311772 | val_loss: 0.031183 | Time: 1330.38 ms [2021-02-01 13:38:00 main:574] : INFO : Epoch 1598 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 1334.71 ms [2021-02-01 13:38:01 main:574] : INFO : Epoch 1599 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 1665 ms [2021-02-01 13:38:03 main:574] : INFO : Epoch 1600 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 1629.5 ms [2021-02-01 13:38:04 main:574] : INFO : Epoch 1601 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 1162.4 ms [2021-02-01 13:38:05 main:574] : INFO : Epoch 1602 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 1164.23 ms [2021-02-01 13:38:07 main:574] : INFO : Epoch 1603 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 1489.7 ms [2021-02-01 13:38:08 main:574] : INFO : Epoch 1604 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1189.49 ms [2021-02-01 13:38:09 main:574] : INFO : Epoch 1605 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 1159.58 ms [2021-02-01 13:38:11 main:574] : INFO : Epoch 1606 | loss: 0.0311797 | val_loss: 0.0311813 | Time: 1441.03 ms [2021-02-01 13:38:12 main:574] : INFO : Epoch 1607 | loss: 0.0311788 | val_loss: 0.0311779 | Time: 1209.31 ms [2021-02-01 13:38:13 main:574] : INFO : Epoch 1608 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 1175.75 ms [2021-02-01 13:38:14 main:574] : INFO : Epoch 1609 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1328.5 ms [2021-02-01 13:38:16 main:574] : INFO : Epoch 1610 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 1330.63 ms [2021-02-01 13:38:17 main:574] : INFO : Epoch 1611 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 1169.63 ms [2021-02-01 13:38:18 main:574] : INFO : Epoch 1612 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 1271.38 ms [2021-02-01 13:38:20 main:574] : INFO : Epoch 1613 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 1420.07 ms [2021-02-01 13:38:21 main:574] : INFO : Epoch 1614 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 1167.83 ms [2021-02-01 13:38:22 main:574] : INFO : Epoch 1615 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 1214.78 ms [2021-02-01 13:38:23 main:574] : INFO : Epoch 1616 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 1462.19 ms [2021-02-01 13:38:25 main:574] : INFO : Epoch 1617 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 1172.98 ms [2021-02-01 13:38:26 main:574] : INFO : Epoch 1618 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 1187.98 ms [2021-02-01 13:38:27 main:574] : INFO : Epoch 1619 | loss: 0.0311768 | val_loss: 0.0311792 | Time: 1485.08 ms [2021-02-01 13:38:28 main:574] : INFO : Epoch 1620 | loss: 0.031177 | val_loss: 0.0311802 | Time: 1170.21 ms [2021-02-01 13:38:30 main:574] : INFO : Epoch 1621 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 1175.62 ms [2021-02-01 13:38:31 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1520.43 ms [2021-02-01 13:38:32 main:574] : INFO : Epoch 1623 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1184.4 ms [2021-02-01 13:38:34 main:574] : INFO : Epoch 1624 | loss: 0.0311795 | val_loss: 0.0311786 | Time: 1168.37 ms [2021-02-01 13:38:35 main:574] : INFO : Epoch 1625 | loss: 0.0311768 | val_loss: 0.0311758 | Time: 1449.89 ms [2021-02-01 13:38:36 main:574] : INFO : Epoch 1626 | loss: 0.031176 | val_loss: 0.0311817 | Time: 1170.38 ms [2021-02-01 13:38:37 main:574] : INFO : Epoch 1627 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 1177.98 ms [2021-02-01 13:38:39 main:574] : INFO : Epoch 1628 | loss: 0.0311783 | val_loss: 0.031178 | Time: 1457.39 ms [2021-02-01 13:38:40 main:574] : INFO : Epoch 1629 | loss: 0.0311797 | val_loss: 0.0311763 | Time: 1184.23 ms [2021-02-01 13:38:41 main:574] : INFO : Epoch 1630 | loss: 0.0311768 | val_loss: 0.0311792 | Time: 1183.62 ms [2021-02-01 13:38:43 main:574] : INFO : Epoch 1631 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 1353.64 ms [2021-02-01 13:38:44 main:574] : INFO : Epoch 1632 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 1279.94 ms [2021-02-01 13:38:45 main:574] : INFO : Epoch 1633 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 1166.77 ms [2021-02-01 13:38:46 main:574] : INFO : Epoch 1634 | loss: 0.0311759 | val_loss: 0.0311755 | Time: 1296.92 ms [2021-02-01 13:38:48 main:574] : INFO : Epoch 1635 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 1337.61 ms [2021-02-01 13:38:49 main:574] : INFO : Epoch 1636 | loss: 0.0311769 | val_loss: 0.0311762 | Time: 1183.91 ms [2021-02-01 13:38:50 main:574] : INFO : Epoch 1637 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 1209.01 ms [2021-02-01 13:38:52 main:574] : INFO : Epoch 1638 | loss: 0.0311761 | val_loss: 0.031176 | Time: 1436.05 ms [2021-02-01 13:38:53 main:574] : INFO : Epoch 1639 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 1185.78 ms [2021-02-01 13:38:54 main:574] : INFO : Epoch 1640 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 1180.7 ms [2021-02-01 13:38:55 main:574] : INFO : Epoch 1641 | loss: 0.0311775 | val_loss: 0.0311753 | Time: 1479.42 ms [2021-02-01 13:38:57 main:574] : INFO : Epoch 1642 | loss: 0.0311756 | val_loss: 0.031178 | Time: 1209.02 ms [2021-02-01 13:38:58 main:574] : INFO : Epoch 1643 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 1186.33 ms [2021-02-01 13:38:59 main:574] : INFO : Epoch 1644 | loss: 0.0311802 | val_loss: 0.0311751 | Time: 1489.84 ms [2021-02-01 13:39:01 main:574] : INFO : Epoch 1645 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 1248.42 ms [2021-02-01 13:39:02 main:574] : INFO : Epoch 1646 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 1692.05 ms [2021-02-01 13:39:04 main:574] : INFO : Epoch 1647 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 1408.75 ms [2021-02-01 13:39:05 main:574] : INFO : Epoch 1648 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 1185.93 ms [2021-02-01 13:39:06 main:574] : INFO : Epoch 1649 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 1208.72 ms [2021-02-01 13:39:08 main:574] : INFO : Epoch 1650 | loss: 0.031177 | val_loss: 0.0311769 | Time: 1475.66 ms [2021-02-01 13:39:09 main:574] : INFO : Epoch 1651 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 1171.8 ms [2021-02-01 13:39:10 main:574] : INFO : Epoch 1652 | loss: 0.031176 | val_loss: 0.0311762 | Time: 1188.9 ms [2021-02-01 13:39:11 main:574] : INFO : Epoch 1653 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1447.56 ms [2021-02-01 13:39:13 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 1167.32 ms [2021-02-01 13:39:14 main:574] : INFO : Epoch 1655 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 1171.55 ms [2021-02-01 13:39:15 main:574] : INFO : Epoch 1656 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 1419.8 ms [2021-02-01 13:39:16 main:574] : INFO : Epoch 1657 | loss: 0.0311754 | val_loss: 0.0311906 | Time: 1186.44 ms [2021-02-01 13:39:18 main:574] : INFO : Epoch 1658 | loss: 0.0311789 | val_loss: 0.031181 | Time: 1167.85 ms [2021-02-01 13:39:19 main:574] : INFO : Epoch 1659 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 1479.21 ms [2021-02-01 13:39:20 main:574] : INFO : Epoch 1660 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 1181.81 ms [2021-02-01 13:39:21 main:574] : INFO : Epoch 1661 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 1167.33 ms [2021-02-01 13:39:23 main:574] : INFO : Epoch 1662 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 1391.62 ms [2021-02-01 13:39:24 main:574] : INFO : Epoch 1663 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 1285.95 ms [2021-02-01 13:39:25 main:574] : INFO : Epoch 1664 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 1192.71 ms [2021-02-01 13:39:27 main:574] : INFO : Epoch 1665 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 1311.69 ms [2021-02-01 13:39:28 main:574] : INFO : Epoch 1666 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 1344.93 ms [2021-02-01 13:39:29 main:574] : INFO : Epoch 1667 | loss: 0.0311752 | val_loss: 0.0311807 | Time: 1167.82 ms [2021-02-01 13:39:30 main:574] : INFO : Epoch 1668 | loss: 0.0311784 | val_loss: 0.0311766 | Time: 1289.55 ms [2021-02-01 13:39:32 main:574] : INFO : Epoch 1669 | loss: 0.0311753 | val_loss: 0.031176 | Time: 1498.94 ms [2021-02-01 13:39:33 main:574] : INFO : Epoch 1670 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 1248.8 ms [2021-02-01 13:39:35 main:574] : INFO : Epoch 1671 | loss: 0.0311762 | val_loss: 0.0311766 | Time: 1420.84 ms [2021-02-01 13:39:36 main:574] : INFO : Epoch 1672 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 1424.37 ms [2021-02-01 13:39:37 main:574] : INFO : Epoch 1673 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 1251.76 ms [2021-02-01 13:39:39 main:574] : INFO : Epoch 1674 | loss: 0.031178 | val_loss: 0.031178 | Time: 1528.65 ms [2021-02-01 13:39:40 main:574] : INFO : Epoch 1675 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 1312.12 ms [2021-02-01 13:39:42 main:574] : INFO : Epoch 1676 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 1282.78 ms [2021-02-01 13:39:43 main:574] : INFO : Epoch 1677 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 1568.51 ms [2021-02-01 13:39:44 main:574] : INFO : Epoch 1678 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 1307.99 ms [2021-02-01 13:39:46 main:574] : INFO : Epoch 1679 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 1297.33 ms [2021-02-01 13:39:47 main:574] : INFO : Epoch 1680 | loss: 0.0311752 | val_loss: 0.031177 | Time: 1533.18 ms [2021-02-01 13:39:48 main:574] : INFO : Epoch 1681 | loss: 0.0311765 | val_loss: 0.03118 | Time: 1224.01 ms [2021-02-01 13:39:50 main:574] : INFO : Epoch 1682 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 1249.18 ms [2021-02-01 13:39:51 main:574] : INFO : Epoch 1683 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 1589.65 ms [2021-02-01 13:39:53 main:574] : INFO : Epoch 1684 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 1318.53 ms [2021-02-01 13:39:54 main:574] : INFO : Epoch 1685 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 1251.69 ms [2021-02-01 13:39:56 main:574] : INFO : Epoch 1686 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 1597.62 ms [2021-02-01 13:39:57 main:574] : INFO : Epoch 1687 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 1270.23 ms [2021-02-01 13:39:58 main:574] : INFO : Epoch 1688 | loss: 0.031179 | val_loss: 0.0311803 | Time: 1272.12 ms [2021-02-01 13:40:00 main:574] : INFO : Epoch 1689 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 1601.55 ms [2021-02-01 13:40:01 main:574] : INFO : Epoch 1690 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 1284.09 ms [2021-02-01 13:40:03 main:574] : INFO : Epoch 1691 | loss: 0.0311836 | val_loss: 0.031178 | Time: 1872.68 ms [2021-02-01 13:40:04 main:574] : INFO : Epoch 1692 | loss: 0.031179 | val_loss: 0.0311794 | Time: 1413.22 ms [2021-02-01 13:40:06 main:574] : INFO : Epoch 1693 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 1249.62 ms [2021-02-01 13:40:07 main:574] : INFO : Epoch 1694 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 1563.31 ms [2021-02-01 13:40:08 main:574] : INFO : Epoch 1695 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 1310.77 ms [2021-02-01 13:40:10 main:574] : INFO : Epoch 1696 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 1270.18 ms [2021-02-01 13:40:11 main:574] : INFO : Epoch 1697 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 1572.38 ms [2021-02-01 13:40:13 main:574] : INFO : Epoch 1698 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1270.55 ms [2021-02-01 13:40:14 main:574] : INFO : Epoch 1699 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 1280.21 ms [2021-02-01 13:40:15 main:574] : INFO : Epoch 1700 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 1594.41 ms [2021-02-01 13:40:17 main:574] : INFO : Epoch 1701 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 1241.87 ms [2021-02-01 13:40:18 main:574] : INFO : Epoch 1702 | loss: 0.0311799 | val_loss: 0.0311794 | Time: 1259.97 ms [2021-02-01 13:40:20 main:574] : INFO : Epoch 1703 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1558.46 ms [2021-02-01 13:40:21 main:574] : INFO : Epoch 1704 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 1284.34 ms [2021-02-01 13:40:22 main:574] : INFO : Epoch 1705 | loss: 0.0311765 | val_loss: 0.0311777 | Time: 1254.88 ms [2021-02-01 13:40:24 main:574] : INFO : Epoch 1706 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 1599.59 ms [2021-02-01 13:40:25 main:574] : INFO : Epoch 1707 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1286.73 ms [2021-02-01 13:40:26 main:574] : INFO : Epoch 1708 | loss: 0.0311803 | val_loss: 0.0311775 | Time: 1265.39 ms [2021-02-01 13:40:28 main:574] : INFO : Epoch 1709 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 1552.49 ms [2021-02-01 13:40:29 main:574] : INFO : Epoch 1710 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 1262.31 ms [2021-02-01 13:40:30 main:574] : INFO : Epoch 1711 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 1239.2 ms [2021-02-01 13:40:32 main:574] : INFO : Epoch 1712 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 1604.99 ms [2021-02-01 13:40:33 main:574] : INFO : Epoch 1713 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 1257.46 ms [2021-02-01 13:40:35 main:574] : INFO : Epoch 1714 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 1288.43 ms [2021-02-01 13:40:36 main:574] : INFO : Epoch 1715 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1530.44 ms [2021-02-01 13:40:37 main:574] : INFO : Epoch 1716 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 1274.52 ms [2021-02-01 13:40:39 main:574] : INFO : Epoch 1717 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 1371.78 ms [2021-02-01 13:40:40 main:574] : INFO : Epoch 1718 | loss: 0.0311788 | val_loss: 0.0311786 | Time: 1492.77 ms [2021-02-01 13:40:42 main:574] : INFO : Epoch 1719 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1284.45 ms [2021-02-01 13:40:43 main:574] : INFO : Epoch 1720 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 1441.47 ms [2021-02-01 13:40:44 main:574] : INFO : Epoch 1721 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 1446.9 ms [2021-02-01 13:40:46 main:574] : INFO : Epoch 1722 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 1258.25 ms [2021-02-01 13:40:47 main:574] : INFO : Epoch 1723 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 1463.03 ms [2021-02-01 13:40:49 main:574] : INFO : Epoch 1724 | loss: 0.0311793 | val_loss: 0.0311753 | Time: 1371.55 ms [2021-02-01 13:40:50 main:574] : INFO : Epoch 1725 | loss: 0.0311792 | val_loss: 0.0311752 | Time: 1253.58 ms [2021-02-01 13:40:51 main:574] : INFO : Epoch 1726 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 1540.32 ms [2021-02-01 13:40:53 main:574] : INFO : Epoch 1727 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 1300.73 ms [2021-02-01 13:40:54 main:574] : INFO : Epoch 1728 | loss: 0.0311779 | val_loss: 0.0311764 | Time: 1301.98 ms [2021-02-01 13:40:56 main:574] : INFO : Epoch 1729 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 1552.25 ms [2021-02-01 13:40:57 main:574] : INFO : Epoch 1730 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 1300.15 ms [2021-02-01 13:40:58 main:574] : INFO : Epoch 1731 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 1294.18 ms [2021-02-01 13:41:00 main:574] : INFO : Epoch 1732 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1582.7 ms [2021-02-01 13:41:01 main:574] : INFO : Epoch 1733 | loss: 0.0311763 | val_loss: 0.0311754 | Time: 1258.85 ms [2021-02-01 13:41:03 main:574] : INFO : Epoch 1734 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 1547.97 ms [2021-02-01 13:41:04 main:574] : INFO : Epoch 1735 | loss: 0.031175 | val_loss: 0.0311766 | Time: 1585.67 ms [2021-02-01 13:41:05 main:574] : INFO : Epoch 1736 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 1256.82 ms [2021-02-01 13:41:07 main:574] : INFO : Epoch 1737 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 1307.01 ms [2021-02-01 13:41:08 main:574] : INFO : Epoch 1738 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 1525.05 ms [2021-02-01 13:41:10 main:574] : INFO : Epoch 1739 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 1252.97 ms [2021-02-01 13:41:11 main:574] : INFO : Epoch 1740 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 1336.34 ms [2021-02-01 13:41:13 main:574] : INFO : Epoch 1741 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 1631.77 ms [2021-02-01 13:41:14 main:574] : INFO : Epoch 1742 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1279.55 ms [2021-02-01 13:41:15 main:574] : INFO : Epoch 1743 | loss: 0.0311774 | val_loss: 0.0311761 | Time: 1496.63 ms [2021-02-01 13:41:17 main:574] : INFO : Epoch 1744 | loss: 0.0311767 | val_loss: 0.0311769 | Time: 1366.85 ms [2021-02-01 13:41:18 main:574] : INFO : Epoch 1745 | loss: 0.031178 | val_loss: 0.0311827 | Time: 1279.52 ms [2021-02-01 13:41:19 main:574] : INFO : Epoch 1746 | loss: 0.0311784 | val_loss: 0.0311871 | Time: 1516.86 ms [2021-02-01 13:41:21 main:574] : INFO : Epoch 1747 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 1320.3 ms [2021-02-01 13:41:22 main:574] : INFO : Epoch 1748 | loss: 0.0311782 | val_loss: 0.0311761 | Time: 1280.42 ms [2021-02-01 13:41:24 main:574] : INFO : Epoch 1749 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 1591.11 ms [2021-02-01 13:41:25 main:574] : INFO : Epoch 1750 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 1273.22 ms [2021-02-01 13:41:26 main:574] : INFO : Epoch 1751 | loss: 0.0311779 | val_loss: 0.0311757 | Time: 1265.77 ms [2021-02-01 13:41:28 main:574] : INFO : Epoch 1752 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 1570.51 ms [2021-02-01 13:41:29 main:574] : INFO : Epoch 1753 | loss: 0.031176 | val_loss: 0.0311756 | Time: 1289.63 ms [2021-02-01 13:41:30 main:574] : INFO : Epoch 1754 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 1269.96 ms [2021-02-01 13:41:32 main:574] : INFO : Epoch 1755 | loss: 0.031176 | val_loss: 0.0311766 | Time: 1581.46 ms [2021-02-01 13:41:33 main:574] : INFO : Epoch 1756 | loss: 0.0311783 | val_loss: 0.031176 | Time: 1241.53 ms [2021-02-01 13:41:35 main:574] : INFO : Epoch 1757 | loss: 0.0311801 | val_loss: 0.0311761 | Time: 1280.29 ms [2021-02-01 13:41:36 main:574] : INFO : Epoch 1758 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1616.08 ms [2021-02-01 13:41:37 main:574] : INFO : Epoch 1759 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 1290.45 ms [2021-02-01 13:41:39 main:574] : INFO : Epoch 1760 | loss: 0.0311762 | val_loss: 0.0311752 | Time: 1274.84 ms [2021-02-01 13:41:40 main:574] : INFO : Epoch 1761 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 1597.12 ms [2021-02-01 13:41:42 main:574] : INFO : Epoch 1762 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 1274.76 ms [2021-02-01 13:41:43 main:574] : INFO : Epoch 1763 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 1348.34 ms [2021-02-01 13:41:44 main:574] : INFO : Epoch 1764 | loss: 0.0311782 | val_loss: 0.031183 | Time: 1490.86 ms [2021-02-01 13:41:46 main:574] : INFO : Epoch 1765 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 1249.95 ms [2021-02-01 13:41:47 main:574] : INFO : Epoch 1766 | loss: 0.0311808 | val_loss: 0.0311764 | Time: 1394.73 ms [2021-02-01 13:41:49 main:574] : INFO : Epoch 1767 | loss: 0.0311803 | val_loss: 0.0311755 | Time: 1457.99 ms [2021-02-01 13:41:50 main:574] : INFO : Epoch 1768 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 1247.37 ms [2021-02-01 13:41:51 main:574] : INFO : Epoch 1769 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 1391.31 ms [2021-02-01 13:41:53 main:574] : INFO : Epoch 1770 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1425.41 ms [2021-02-01 13:41:54 main:574] : INFO : Epoch 1771 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 1275.53 ms [2021-02-01 13:41:56 main:574] : INFO : Epoch 1772 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 1562.44 ms [2021-02-01 13:41:57 main:574] : INFO : Epoch 1773 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 1337.44 ms [2021-02-01 13:41:58 main:574] : INFO : Epoch 1774 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1293.43 ms [2021-02-01 13:42:00 main:574] : INFO : Epoch 1775 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 1584.2 ms [2021-02-01 13:42:01 main:574] : INFO : Epoch 1776 | loss: 0.0311747 | val_loss: 0.0311751 | Time: 1319.99 ms [2021-02-01 13:42:02 main:574] : INFO : Epoch 1777 | loss: 0.0311735 | val_loss: 0.0311748 | Time: 1248.16 ms [2021-02-01 13:42:04 main:574] : INFO : Epoch 1778 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1656.28 ms [2021-02-01 13:42:05 main:574] : INFO : Epoch 1779 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 1233.22 ms [2021-02-01 13:42:07 main:574] : INFO : Epoch 1780 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1244.75 ms [2021-02-01 13:42:08 main:574] : INFO : Epoch 1781 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 1558.21 ms [2021-02-01 13:42:09 main:574] : INFO : Epoch 1782 | loss: 0.031174 | val_loss: 0.0311761 | Time: 1242.96 ms [2021-02-01 13:42:11 main:574] : INFO : Epoch 1783 | loss: 0.031174 | val_loss: 0.031177 | Time: 1251.98 ms [2021-02-01 13:42:12 main:574] : INFO : Epoch 1784 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 1586.76 ms [2021-02-01 13:42:13 main:574] : INFO : Epoch 1785 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 1268.04 ms [2021-02-01 13:42:15 main:574] : INFO : Epoch 1786 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 1245.75 ms [2021-02-01 13:42:16 main:574] : INFO : Epoch 1787 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1578.18 ms [2021-02-01 13:42:18 main:574] : INFO : Epoch 1788 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 1262.44 ms [2021-02-01 13:42:19 main:574] : INFO : Epoch 1789 | loss: 0.0311763 | val_loss: 0.0311764 | Time: 1264.8 ms [2021-02-01 13:42:20 main:574] : INFO : Epoch 1790 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1573.62 ms [2021-02-01 13:42:22 main:574] : INFO : Epoch 1791 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 1264.23 ms [2021-02-01 13:42:23 main:574] : INFO : Epoch 1792 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 1254.75 ms [2021-02-01 13:42:24 main:574] : INFO : Epoch 1793 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1538.73 ms [2021-02-01 13:42:26 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311763 | Time: 1247.93 ms [2021-02-01 13:42:27 main:574] : INFO : Epoch 1795 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 1301.22 ms [2021-02-01 13:42:29 main:574] : INFO : Epoch 1796 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 1525.92 ms [2021-02-01 13:42:30 main:574] : INFO : Epoch 1797 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 1252.94 ms [2021-02-01 13:42:31 main:574] : INFO : Epoch 1798 | loss: 0.0311741 | val_loss: 0.0311748 | Time: 1338.66 ms [2021-02-01 13:42:33 main:574] : INFO : Epoch 1799 | loss: 0.0311756 | val_loss: 0.0311888 | Time: 1492.49 ms [2021-02-01 13:42:34 main:574] : INFO : Epoch 1800 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 1296.11 ms [2021-02-01 13:42:35 main:574] : INFO : Epoch 1801 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1376.13 ms [2021-02-01 13:42:37 main:574] : INFO : Epoch 1802 | loss: 0.0311754 | val_loss: 0.031177 | Time: 1449.27 ms [2021-02-01 13:42:38 main:574] : INFO : Epoch 1803 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 1253.08 ms [2021-02-01 13:42:40 main:574] : INFO : Epoch 1804 | loss: 0.031176 | val_loss: 0.0311762 | Time: 1421.29 ms [2021-02-01 13:42:41 main:574] : INFO : Epoch 1805 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 1422.15 ms [2021-02-01 13:42:42 main:574] : INFO : Epoch 1806 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1261.21 ms [2021-02-01 13:42:44 main:574] : INFO : Epoch 1807 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1464.67 ms [2021-02-01 13:42:45 main:574] : INFO : Epoch 1808 | loss: 0.0311739 | val_loss: 0.0311745 | Time: 1326.99 ms [2021-02-01 13:42:46 main:574] : INFO : Epoch 1809 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 1257.61 ms [2021-02-01 13:42:48 main:574] : INFO : Epoch 1810 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 1781.86 ms [2021-02-01 13:42:49 main:574] : INFO : Epoch 1811 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1320.44 ms [2021-02-01 13:42:51 main:574] : INFO : Epoch 1812 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1273.78 ms [2021-02-01 13:42:52 main:574] : INFO : Epoch 1813 | loss: 0.031175 | val_loss: 0.0311775 | Time: 1574.93 ms [2021-02-01 13:42:54 main:574] : INFO : Epoch 1814 | loss: 0.0311756 | val_loss: 0.031177 | Time: 1288.02 ms [2021-02-01 13:42:55 main:574] : INFO : Epoch 1815 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 1277.42 ms [2021-02-01 13:42:56 main:574] : INFO : Epoch 1816 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 1542.71 ms [2021-02-01 13:42:58 main:574] : INFO : Epoch 1817 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 1276.7 ms [2021-02-01 13:42:59 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 1273.97 ms [2021-02-01 13:43:01 main:574] : INFO : Epoch 1819 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1565.26 ms [2021-02-01 13:43:02 main:574] : INFO : Epoch 1820 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 1260.81 ms [2021-02-01 13:43:03 main:574] : INFO : Epoch 1821 | loss: 0.031177 | val_loss: 0.0311793 | Time: 1273.09 ms [2021-02-01 13:43:05 main:574] : INFO : Epoch 1822 | loss: 0.0311743 | val_loss: 0.0311761 | Time: 1565.44 ms [2021-02-01 13:43:06 main:574] : INFO : Epoch 1823 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 1290.49 ms [2021-02-01 13:43:07 main:574] : INFO : Epoch 1824 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 1385.44 ms [2021-02-01 13:43:09 main:574] : INFO : Epoch 1825 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1478.16 ms [2021-02-01 13:43:10 main:574] : INFO : Epoch 1826 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1243.27 ms [2021-02-01 13:43:11 main:574] : INFO : Epoch 1827 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1380.36 ms [2021-02-01 13:43:13 main:574] : INFO : Epoch 1828 | loss: 0.031174 | val_loss: 0.031179 | Time: 1474.59 ms [2021-02-01 13:43:14 main:574] : INFO : Epoch 1829 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 1270.97 ms [2021-02-01 13:43:16 main:574] : INFO : Epoch 1830 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 1478.65 ms [2021-02-01 13:43:17 main:574] : INFO : Epoch 1831 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 1391.98 ms [2021-02-01 13:43:18 main:574] : INFO : Epoch 1832 | loss: 0.0311743 | val_loss: 0.0311748 | Time: 1245.34 ms [2021-02-01 13:43:20 main:574] : INFO : Epoch 1833 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 1522.6 ms [2021-02-01 13:43:21 main:574] : INFO : Epoch 1834 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 1297.76 ms [2021-02-01 13:43:23 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 1297.96 ms [2021-02-01 13:43:24 main:574] : INFO : Epoch 1836 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 1533.06 ms [2021-02-01 13:43:25 main:574] : INFO : Epoch 1837 | loss: 0.031174 | val_loss: 0.0311761 | Time: 1307.78 ms [2021-02-01 13:43:27 main:574] : INFO : Epoch 1838 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 1280.94 ms [2021-02-01 13:43:28 main:574] : INFO : Epoch 1839 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 1593.12 ms [2021-02-01 13:43:30 main:574] : INFO : Epoch 1840 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1252.8 ms [2021-02-01 13:43:31 main:574] : INFO : Epoch 1841 | loss: 0.0311738 | val_loss: 0.0311759 | Time: 1278.22 ms [2021-02-01 13:43:32 main:574] : INFO : Epoch 1842 | loss: 0.031176 | val_loss: 0.0311769 | Time: 1610.14 ms [2021-02-01 13:43:34 main:574] : INFO : Epoch 1843 | loss: 0.0311731 | val_loss: 0.031179 | Time: 1278.3 ms [2021-02-01 13:43:35 main:574] : INFO : Epoch 1844 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 1248.75 ms [2021-02-01 13:43:37 main:574] : INFO : Epoch 1845 | loss: 0.031173 | val_loss: 0.0311774 | Time: 1587.34 ms [2021-02-01 13:43:38 main:574] : INFO : Epoch 1846 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 1280.5 ms [2021-02-01 13:43:39 main:574] : INFO : Epoch 1847 | loss: 0.031176 | val_loss: 0.0311766 | Time: 1263.46 ms [2021-02-01 13:43:41 main:574] : INFO : Epoch 1848 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 1574.76 ms [2021-02-01 13:43:42 main:574] : INFO : Epoch 1849 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1284.37 ms [2021-02-01 13:43:43 main:574] : INFO : Epoch 1850 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1241.7 ms [2021-02-01 13:43:45 main:574] : INFO : Epoch 1851 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 1572.9 ms [2021-02-01 13:43:46 main:574] : INFO : Epoch 1852 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1273 ms [2021-02-01 13:43:47 main:574] : INFO : Epoch 1853 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1339.83 ms [2021-02-01 13:43:49 main:574] : INFO : Epoch 1854 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 1537.68 ms [2021-02-01 13:43:50 main:574] : INFO : Epoch 1855 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 1267.61 ms [2021-02-01 13:43:52 main:574] : INFO : Epoch 1856 | loss: 0.031173 | val_loss: 0.0311773 | Time: 1366.21 ms [2021-02-01 13:43:53 main:574] : INFO : Epoch 1857 | loss: 0.0311734 | val_loss: 0.0311739 | Time: 1515.51 ms [2021-02-01 13:43:54 main:574] : INFO : Epoch 1858 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 1256.69 ms [2021-02-01 13:43:56 main:574] : INFO : Epoch 1859 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 1435.97 ms [2021-02-01 13:43:57 main:574] : INFO : Epoch 1860 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 1393.43 ms [2021-02-01 13:43:59 main:574] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.0311865 | Time: 1296.52 ms [2021-02-01 13:44:00 main:574] : INFO : Epoch 1862 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 1507.4 ms [2021-02-01 13:44:01 main:574] : INFO : Epoch 1863 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 1315.28 ms [2021-02-01 13:44:03 main:574] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 1250.86 ms [2021-02-01 13:44:04 main:574] : INFO : Epoch 1865 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 1502.95 ms [2021-02-01 13:44:06 main:574] : INFO : Epoch 1866 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 1335.65 ms [2021-02-01 13:44:07 main:574] : INFO : Epoch 1867 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 1267.52 ms [2021-02-01 13:44:08 main:574] : INFO : Epoch 1868 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 1566.61 ms [2021-02-01 13:44:10 main:574] : INFO : Epoch 1869 | loss: 0.0311772 | val_loss: 0.0311858 | Time: 1263.33 ms [2021-02-01 13:44:11 main:574] : INFO : Epoch 1870 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 1263.99 ms [2021-02-01 13:44:12 main:574] : INFO : Epoch 1871 | loss: 0.031175 | val_loss: 0.0311751 | Time: 1545.6 ms [2021-02-01 13:44:14 main:574] : INFO : Epoch 1872 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 1239.29 ms [2021-02-01 13:44:15 main:574] : INFO : Epoch 1873 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 1268.02 ms [2021-02-01 13:44:17 main:574] : INFO : Epoch 1874 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 1565.52 ms [2021-02-01 13:44:18 main:574] : INFO : Epoch 1875 | loss: 0.0311768 | val_loss: 0.0311756 | Time: 1231.93 ms [2021-02-01 13:44:19 main:574] : INFO : Epoch 1876 | loss: 0.0311756 | val_loss: 0.0311753 | Time: 1266.66 ms [2021-02-01 13:44:21 main:574] : INFO : Epoch 1877 | loss: 0.0311764 | val_loss: 0.0311769 | Time: 1599.55 ms [2021-02-01 13:44:22 main:574] : INFO : Epoch 1878 | loss: 0.031176 | val_loss: 0.0311762 | Time: 1232.21 ms [2021-02-01 13:44:23 main:574] : INFO : Epoch 1879 | loss: 0.0311767 | val_loss: 0.0311757 | Time: 1274.87 ms [2021-02-01 13:44:25 main:574] : INFO : Epoch 1880 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 1545.38 ms [2021-02-01 13:44:26 main:574] : INFO : Epoch 1881 | loss: 0.03118 | val_loss: 0.0311831 | Time: 1296.76 ms [2021-02-01 13:44:27 main:574] : INFO : Epoch 1882 | loss: 0.0311783 | val_loss: 0.0311765 | Time: 1287.81 ms [2021-02-01 13:44:29 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 1570.06 ms [2021-02-01 13:44:30 main:574] : INFO : Epoch 1884 | loss: 0.0311746 | val_loss: 0.031181 | Time: 1273.9 ms [2021-02-01 13:44:32 main:574] : INFO : Epoch 1885 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 1277.33 ms [2021-02-01 13:44:33 main:574] : INFO : Epoch 1886 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 1538.91 ms [2021-02-01 13:44:34 main:574] : INFO : Epoch 1887 | loss: 0.0311789 | val_loss: 0.0311761 | Time: 1276.58 ms [2021-02-01 13:44:36 main:574] : INFO : Epoch 1888 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 1284.97 ms [2021-02-01 13:44:37 main:574] : INFO : Epoch 1889 | loss: 0.0311764 | val_loss: 0.0311771 | Time: 1567.96 ms [2021-02-01 13:44:38 main:574] : INFO : Epoch 1890 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 1269.3 ms [2021-02-01 13:44:40 main:574] : INFO : Epoch 1891 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 1357.13 ms [2021-02-01 13:44:41 main:574] : INFO : Epoch 1892 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 1480.42 ms [2021-02-01 13:44:43 main:574] : INFO : Epoch 1893 | loss: 0.0311743 | val_loss: 0.031177 | Time: 1277.42 ms [2021-02-01 13:44:44 main:574] : INFO : Epoch 1894 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 1374.08 ms [2021-02-01 13:44:45 main:574] : INFO : Epoch 1895 | loss: 0.0311748 | val_loss: 0.031177 | Time: 1385.53 ms [2021-02-01 13:44:47 main:574] : INFO : Epoch 1896 | loss: 0.0311756 | val_loss: 0.0311758 | Time: 1299.05 ms [2021-02-01 13:44:48 main:574] : INFO : Epoch 1897 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 1487.69 ms [2021-02-01 13:44:50 main:574] : INFO : Epoch 1898 | loss: 0.0311783 | val_loss: 0.0311771 | Time: 1386.79 ms [2021-02-01 13:44:51 main:574] : INFO : Epoch 1899 | loss: 0.0311789 | val_loss: 0.0311764 | Time: 1262.67 ms [2021-02-01 13:44:52 main:574] : INFO : Epoch 1900 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 1498.19 ms [2021-02-01 13:44:54 main:574] : INFO : Epoch 1901 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1331.94 ms [2021-02-01 13:44:55 main:574] : INFO : Epoch 1902 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 1263.61 ms [2021-02-01 13:44:57 main:574] : INFO : Epoch 1903 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 1579.88 ms [2021-02-01 13:44:58 main:574] : INFO : Epoch 1904 | loss: 0.0311817 | val_loss: 0.0311781 | Time: 1260.73 ms [2021-02-01 13:44:59 main:574] : INFO : Epoch 1905 | loss: 0.0311802 | val_loss: 0.031178 | Time: 1261.76 ms [2021-02-01 13:45:01 main:574] : INFO : Epoch 1906 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 1587.83 ms [2021-02-01 13:45:02 main:574] : INFO : Epoch 1907 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 1244.58 ms [2021-02-01 13:45:03 main:574] : INFO : Epoch 1908 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 1323.15 ms [2021-02-01 13:45:05 main:574] : INFO : Epoch 1909 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 1581.79 ms [2021-02-01 13:45:06 main:574] : INFO : Epoch 1910 | loss: 0.031174 | val_loss: 0.0311772 | Time: 1308.19 ms [2021-02-01 13:45:08 main:574] : INFO : Epoch 1911 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 1309.9 ms [2021-02-01 13:45:09 main:574] : INFO : Epoch 1912 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 1543.66 ms [2021-02-01 13:45:10 main:574] : INFO : Epoch 1913 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1256.9 ms [2021-02-01 13:45:12 main:574] : INFO : Epoch 1914 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1428.8 ms [2021-02-01 13:45:13 main:574] : INFO : Epoch 1915 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1484.14 ms [2021-02-01 13:45:15 main:574] : INFO : Epoch 1916 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 1262.78 ms [2021-02-01 13:45:16 main:574] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1405.23 ms [2021-02-01 13:45:17 main:574] : INFO : Epoch 1918 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1505.67 ms [2021-02-01 13:45:19 main:574] : INFO : Epoch 1919 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 1246.3 ms [2021-02-01 13:45:20 main:574] : INFO : Epoch 1920 | loss: 0.0311742 | val_loss: 0.0311758 | Time: 1452.07 ms [2021-02-01 13:45:22 main:574] : INFO : Epoch 1921 | loss: 0.0311747 | val_loss: 0.0311824 | Time: 1402.31 ms [2021-02-01 13:45:23 main:574] : INFO : Epoch 1922 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 1273.72 ms [2021-02-01 13:45:24 main:574] : INFO : Epoch 1923 | loss: 0.0311762 | val_loss: 0.0311754 | Time: 1461.6 ms [2021-02-01 13:45:26 main:574] : INFO : Epoch 1924 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 1395.22 ms [2021-02-01 13:45:27 main:574] : INFO : Epoch 1925 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 1250.23 ms [2021-02-01 13:45:29 main:574] : INFO : Epoch 1926 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 1566.76 ms [2021-02-01 13:45:30 main:574] : INFO : Epoch 1927 | loss: 0.031174 | val_loss: 0.0311799 | Time: 1324.59 ms [2021-02-01 13:45:31 main:574] : INFO : Epoch 1928 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 1271.57 ms [2021-02-01 13:45:33 main:574] : INFO : Epoch 1929 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 1569.81 ms [2021-02-01 13:45:34 main:574] : INFO : Epoch 1930 | loss: 0.031174 | val_loss: 0.0311782 | Time: 1278.25 ms [2021-02-01 13:45:35 main:574] : INFO : Epoch 1931 | loss: 0.031175 | val_loss: 0.0311768 | Time: 1271.22 ms [2021-02-01 13:45:37 main:574] : INFO : Epoch 1932 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 1554.2 ms [2021-02-01 13:45:38 main:574] : INFO : Epoch 1933 | loss: 0.0311753 | val_loss: 0.031176 | Time: 1317.41 ms [2021-02-01 13:45:39 main:574] : INFO : Epoch 1934 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 1254.16 ms [2021-02-01 13:45:41 main:574] : INFO : Epoch 1935 | loss: 0.0311785 | val_loss: 0.0311759 | Time: 1544.27 ms [2021-02-01 13:45:42 main:574] : INFO : Epoch 1936 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 1278.82 ms [2021-02-01 13:45:44 main:574] : INFO : Epoch 1937 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 1271.58 ms [2021-02-01 13:45:45 main:574] : INFO : Epoch 1938 | loss: 0.0311773 | val_loss: 0.031177 | Time: 1586.22 ms [2021-02-01 13:45:46 main:574] : INFO : Epoch 1939 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 1262.32 ms [2021-02-01 13:45:48 main:574] : INFO : Epoch 1940 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1251.21 ms [2021-02-01 13:45:49 main:574] : INFO : Epoch 1941 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 1622.05 ms [2021-02-01 13:45:51 main:574] : INFO : Epoch 1942 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 1271.34 ms [2021-02-01 13:45:52 main:574] : INFO : Epoch 1943 | loss: 0.0311744 | val_loss: 0.0311757 | Time: 1355.37 ms [2021-02-01 13:45:54 main:574] : INFO : Epoch 1944 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 1528.66 ms [2021-02-01 13:45:55 main:574] : INFO : Epoch 1945 | loss: 0.0311785 | val_loss: 0.0311772 | Time: 1300.2 ms [2021-02-01 13:45:56 main:574] : INFO : Epoch 1946 | loss: 0.0311763 | val_loss: 0.0311759 | Time: 1411.25 ms [2021-02-01 13:45:58 main:574] : INFO : Epoch 1947 | loss: 0.0311734 | val_loss: 0.0311842 | Time: 1433.69 ms [2021-02-01 13:45:59 main:574] : INFO : Epoch 1948 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 1286.69 ms [2021-02-01 13:46:00 main:574] : INFO : Epoch 1949 | loss: 0.0311768 | val_loss: 0.031179 | Time: 1430.52 ms [2021-02-01 13:46:02 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.0311769 | Time: 1415.83 ms [2021-02-01 13:46:03 main:574] : INFO : Epoch 1951 | loss: 0.0311782 | val_loss: 0.031183 | Time: 1285.65 ms [2021-02-01 13:46:05 main:574] : INFO : Epoch 1952 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 1480.22 ms [2021-02-01 13:46:06 main:574] : INFO : Epoch 1953 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 1628.12 ms [2021-02-01 13:46:08 main:574] : INFO : Epoch 1954 | loss: 0.0311771 | val_loss: 0.031177 | Time: 1869.18 ms [2021-02-01 13:46:10 main:574] : INFO : Epoch 1955 | loss: 0.031177 | val_loss: 0.0311777 | Time: 1500.68 ms [2021-02-01 13:46:11 main:574] : INFO : Epoch 1956 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 1272.76 ms [2021-02-01 13:46:12 main:574] : INFO : Epoch 1957 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1435.01 ms [2021-02-01 13:46:14 main:574] : INFO : Epoch 1958 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 1433.31 ms [2021-02-01 13:46:15 main:574] : INFO : Epoch 1959 | loss: 0.031176 | val_loss: 0.0311763 | Time: 1276 ms [2021-02-01 13:46:17 main:574] : INFO : Epoch 1960 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 1476.45 ms [2021-02-01 13:46:18 main:574] : INFO : Epoch 1961 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 1348.75 ms [2021-02-01 13:46:19 main:574] : INFO : Epoch 1962 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 1275.14 ms [2021-02-01 13:46:21 main:574] : INFO : Epoch 1963 | loss: 0.031175 | val_loss: 0.0311766 | Time: 1449.88 ms [2021-02-01 13:46:22 main:574] : INFO : Epoch 1964 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 1357.18 ms [2021-02-01 13:46:23 main:574] : INFO : Epoch 1965 | loss: 0.031178 | val_loss: 0.0311794 | Time: 1304.86 ms [2021-02-01 13:46:25 main:574] : INFO : Epoch 1966 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1560.76 ms [2021-02-01 13:46:26 main:574] : INFO : Epoch 1967 | loss: 0.0311768 | val_loss: 0.0311757 | Time: 1296.21 ms [2021-02-01 13:46:28 main:574] : INFO : Epoch 1968 | loss: 0.031175 | val_loss: 0.0311787 | Time: 1268.41 ms [2021-02-01 13:46:29 main:574] : INFO : Epoch 1969 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 1601.5 ms [2021-02-01 13:46:30 main:574] : INFO : Epoch 1970 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 1276.91 ms [2021-02-01 13:46:32 main:574] : INFO : Epoch 1971 | loss: 0.0311807 | val_loss: 0.0311786 | Time: 1284.18 ms [2021-02-01 13:46:33 main:574] : INFO : Epoch 1972 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 1568.74 ms [2021-02-01 13:46:35 main:574] : INFO : Epoch 1973 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1291.74 ms [2021-02-01 13:46:36 main:574] : INFO : Epoch 1974 | loss: 0.031178 | val_loss: 0.0311784 | Time: 1278.21 ms [2021-02-01 13:46:37 main:574] : INFO : Epoch 1975 | loss: 0.0311783 | val_loss: 0.0311775 | Time: 1560.05 ms [2021-02-01 13:46:39 main:574] : INFO : Epoch 1976 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 1264.54 ms [2021-02-01 13:46:40 main:574] : INFO : Epoch 1977 | loss: 0.0311772 | val_loss: 0.031177 | Time: 1271.48 ms [2021-02-01 13:46:42 main:574] : INFO : Epoch 1978 | loss: 0.031178 | val_loss: 0.0311806 | Time: 1552.46 ms [2021-02-01 13:46:43 main:574] : INFO : Epoch 1979 | loss: 0.0311781 | val_loss: 0.0311767 | Time: 1271.11 ms [2021-02-01 13:46:44 main:574] : INFO : Epoch 1980 | loss: 0.0311778 | val_loss: 0.0311762 | Time: 1256.08 ms [2021-02-01 13:46:46 main:574] : INFO : Epoch 1981 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 1584.15 ms [2021-02-01 13:46:47 main:574] : INFO : Epoch 1982 | loss: 0.0311784 | val_loss: 0.0311769 | Time: 1281.47 ms [2021-02-01 13:46:48 main:574] : INFO : Epoch 1983 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 1328.35 ms [2021-02-01 13:46:50 main:574] : INFO : Epoch 1984 | loss: 0.0311766 | val_loss: 0.0311782 | Time: 1481.15 ms [2021-02-01 13:46:51 main:574] : INFO : Epoch 1985 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 1298.74 ms [2021-02-01 13:46:52 main:574] : INFO : Epoch 1986 | loss: 0.0311764 | val_loss: 0.0311771 | Time: 1382.97 ms [2021-02-01 13:46:54 main:574] : INFO : Epoch 1987 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 1486.96 ms [2021-02-01 13:46:55 main:574] : INFO : Epoch 1988 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 1251.95 ms [2021-02-01 13:46:57 main:574] : INFO : Epoch 1989 | loss: 0.0311772 | val_loss: 0.0311771 | Time: 1395.66 ms [2021-02-01 13:46:58 main:574] : INFO : Epoch 1990 | loss: 0.0311811 | val_loss: 0.031179 | Time: 1383.06 ms [2021-02-01 13:46:59 main:574] : INFO : Epoch 1991 | loss: 0.0311755 | val_loss: 0.0311825 | Time: 1280.14 ms [2021-02-01 13:47:01 main:574] : INFO : Epoch 1992 | loss: 0.0311778 | val_loss: 0.0311774 | Time: 1422.99 ms [2021-02-01 13:47:02 main:574] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1420.96 ms [2021-02-01 13:47:03 main:574] : INFO : Epoch 1994 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1265.03 ms [2021-02-01 13:47:05 main:574] : INFO : Epoch 1995 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1513.94 ms [2021-02-01 13:47:06 main:574] : INFO : Epoch 1996 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1452.42 ms [2021-02-01 13:47:08 main:574] : INFO : Epoch 1997 | loss: 0.0311759 | val_loss: 0.0311757 | Time: 1861 ms [2021-02-01 13:47:10 main:574] : INFO : Epoch 1998 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 1553.55 ms [2021-02-01 13:47:11 main:574] : INFO : Epoch 1999 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 1256.02 ms [2021-02-01 13:47:13 main:574] : INFO : Epoch 2000 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 1378.28 ms [2021-02-01 13:47:14 main:574] : INFO : Epoch 2001 | loss: 0.0311753 | val_loss: 0.0311765 | Time: 1437.67 ms [2021-02-01 13:47:15 main:574] : INFO : Epoch 2002 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 1255.99 ms [2021-02-01 13:47:17 main:574] : INFO : Epoch 2003 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1426.38 ms [2021-02-01 13:47:18 main:574] : INFO : Epoch 2004 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 1384.17 ms [2021-02-01 13:47:19 main:574] : INFO : Epoch 2005 | loss: 0.0311782 | val_loss: 0.0311885 | Time: 1277.87 ms [2021-02-01 13:47:21 main:574] : INFO : Epoch 2006 | loss: 0.0311802 | val_loss: 0.0311782 | Time: 1398.25 ms [2021-02-01 13:47:22 main:574] : INFO : Epoch 2007 | loss: 0.0311914 | val_loss: 0.0312081 | Time: 1432.09 ms [2021-02-01 13:47:23 main:574] : INFO : Epoch 2008 | loss: 0.0324112 | val_loss: 0.032093 | Time: 1268.67 ms [2021-02-01 13:47:25 main:574] : INFO : Epoch 2009 | loss: 0.0317034 | val_loss: 0.0313681 | Time: 1515.67 ms [2021-02-01 13:47:26 main:574] : INFO : Epoch 2010 | loss: 0.0312693 | val_loss: 0.0312167 | Time: 1328.29 ms [2021-02-01 13:47:28 main:574] : INFO : Epoch 2011 | loss: 0.0312043 | val_loss: 0.0311874 | Time: 1235.64 ms [2021-02-01 13:47:29 main:574] : INFO : Epoch 2012 | loss: 0.031189 | val_loss: 0.031184 | Time: 1500.76 ms [2021-02-01 13:47:30 main:574] : INFO : Epoch 2013 | loss: 0.0311867 | val_loss: 0.0311782 | Time: 1336.14 ms [2021-02-01 13:47:32 main:574] : INFO : Epoch 2014 | loss: 0.031183 | val_loss: 0.0311773 | Time: 1253.12 ms [2021-02-01 13:47:33 main:574] : INFO : Epoch 2015 | loss: 0.0311811 | val_loss: 0.0311772 | Time: 1536.35 ms [2021-02-01 13:47:35 main:574] : INFO : Epoch 2016 | loss: 0.031182 | val_loss: 0.0311768 | Time: 1305.31 ms [2021-02-01 13:47:36 main:574] : INFO : Epoch 2017 | loss: 0.0311831 | val_loss: 0.0311767 | Time: 1263.75 ms [2021-02-01 13:47:37 main:574] : INFO : Epoch 2018 | loss: 0.0311785 | val_loss: 0.0311769 | Time: 1634.36 ms [2021-02-01 13:47:39 main:574] : INFO : Epoch 2019 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 1270.46 ms [2021-02-01 13:47:40 main:574] : INFO : Epoch 2020 | loss: 0.0311819 | val_loss: 0.0311771 | Time: 1329.45 ms [2021-02-01 13:47:42 main:574] : INFO : Epoch 2021 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 1551.33 ms [2021-02-01 13:47:43 main:574] : INFO : Epoch 2022 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 1275.74 ms [2021-02-01 13:47:44 main:574] : INFO : Epoch 2023 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 1274.96 ms [2021-02-01 13:47:46 main:574] : INFO : Epoch 2024 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 1560.85 ms [2021-02-01 13:47:47 main:574] : INFO : Epoch 2025 | loss: 0.0311772 | val_loss: 0.0311763 | Time: 1270.77 ms [2021-02-01 13:47:48 main:574] : INFO : Epoch 2026 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 1269.72 ms [2021-02-01 13:47:50 main:574] : INFO : Epoch 2027 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 1598.48 ms [2021-02-01 13:47:51 main:574] : INFO : Epoch 2028 | loss: 0.0311777 | val_loss: 0.0311761 | Time: 1298.87 ms [2021-02-01 13:47:52 main:574] : INFO : Epoch 2029 | loss: 0.0311769 | val_loss: 0.031178 | Time: 1249.18 ms [2021-02-01 13:47:54 main:574] : INFO : Epoch 2030 | loss: 0.0311772 | val_loss: 0.031177 | Time: 1596.46 ms [2021-02-01 13:47:55 main:574] : INFO : Epoch 2031 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 1266.78 ms [2021-02-01 13:47:57 main:574] : INFO : Epoch 2032 | loss: 0.0311777 | val_loss: 0.0311765 | Time: 1406.67 ms [2021-02-01 13:47:58 main:574] : INFO : Epoch 2033 | loss: 0.0311766 | val_loss: 0.0311765 | Time: 1454.81 ms [2021-02-01 13:48:00 main:574] : INFO : Epoch 2034 | loss: 0.0311773 | val_loss: 0.0311762 | Time: 1263.24 ms [2021-02-01 13:48:01 main:574] : INFO : Epoch 2035 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 1464.31 ms [2021-02-01 13:48:02 main:574] : INFO : Epoch 2036 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 1375.43 ms [2021-02-01 13:48:04 main:574] : INFO : Epoch 2037 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 1288.59 ms [2021-02-01 13:48:05 main:574] : INFO : Epoch 2038 | loss: 0.031177 | val_loss: 0.0311772 | Time: 1474.67 ms [2021-02-01 13:48:07 main:574] : INFO : Epoch 2039 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 1384.26 ms [2021-02-01 13:48:08 main:574] : INFO : Epoch 2040 | loss: 0.031179 | val_loss: 0.0311767 | Time: 1778.54 ms [2021-02-01 13:48:10 main:574] : INFO : Epoch 2041 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 1633.4 ms [2021-02-01 13:48:11 main:574] : INFO : Epoch 2042 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 1281.08 ms [2021-02-01 13:48:13 main:574] : INFO : Epoch 2043 | loss: 0.0311775 | val_loss: 0.0311759 | Time: 1336.29 ms [2021-02-01 13:48:14 main:574] : INFO : Epoch 2044 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 1580.38 ms [2021-02-01 13:48:15 main:574] : INFO : Epoch 2045 | loss: 0.0311779 | val_loss: 0.0311765 | Time: 1268.4 ms [2021-02-01 13:48:17 main:574] : INFO : Epoch 2046 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 1316.72 ms [2021-02-01 13:48:18 main:574] : INFO : Epoch 2047 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 1524.89 ms [2021-02-01 13:48:20 main:574] : INFO : Epoch 2048 | loss: 0.0311796 | val_loss: 0.0311872 | Time: 1318.73 ms [2021-02-01 13:48:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311872 [2021-02-01 13:48:20 main:603] : INFO : Saving end state to config to file [2021-02-01 13:48:20 main:608] : INFO : Success, exiting.. 13:48:20 (86548): 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)