Task 14597674
| Name | ParityModified-1647046390-30091-3-0_0 |
| Workunit | 11618605 |
| Created | 11 Apr 2022, 21:57:28 UTC |
| Sent | 11 Apr 2022, 21:57:33 UTC |
| Report deadline | 19 Apr 2022, 21:57:33 UTC |
| Received | 11 Apr 2022, 23:31:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 5 sec |
| CPU time | 38 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.031183 | val_loss: 0.0311835 | Time: 1134.21 ms [2022-04-11 17:21:02 main:574] : INFO : Epoch 1543 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 1135.97 ms [2022-04-11 17:21:04 main:574] : INFO : Epoch 1544 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 1136.55 ms [2022-04-11 17:21:05 main:574] : INFO : Epoch 1545 | loss: 0.031179 | val_loss: 0.0311836 | Time: 1136.53 ms [2022-04-11 17:21:06 main:574] : INFO : Epoch 1546 | loss: 0.0311787 | val_loss: 0.0311832 | Time: 1133.18 ms [2022-04-11 17:21:07 main:574] : INFO : Epoch 1547 | loss: 0.0311776 | val_loss: 0.0311857 | Time: 1151.76 ms [2022-04-11 17:21:08 main:574] : INFO : Epoch 1548 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 1132.36 ms [2022-04-11 17:21:09 main:574] : INFO : Epoch 1549 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 1138.06 ms [2022-04-11 17:21:10 main:574] : INFO : Epoch 1550 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 1137.35 ms [2022-04-11 17:21:12 main:574] : INFO : Epoch 1551 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 1139.14 ms [2022-04-11 17:21:13 main:574] : INFO : Epoch 1552 | loss: 0.0311799 | val_loss: 0.031192 | Time: 1131 ms [2022-04-11 17:21:14 main:574] : INFO : Epoch 1553 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 1138.27 ms [2022-04-11 17:21:15 main:574] : INFO : Epoch 1554 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 1135.29 ms [2022-04-11 17:21:16 main:574] : INFO : Epoch 1555 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 1154.71 ms [2022-04-11 17:21:17 main:574] : INFO : Epoch 1556 | loss: 0.0311768 | val_loss: 0.031182 | Time: 1129.76 ms [2022-04-11 17:21:18 main:574] : INFO : Epoch 1557 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 1133.07 ms [2022-04-11 17:21:20 main:574] : INFO : Epoch 1558 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1132.97 ms [2022-04-11 17:21:21 main:574] : INFO : Epoch 1559 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1147.59 ms [2022-04-11 17:21:22 main:574] : INFO : Epoch 1560 | loss: 0.0311753 | val_loss: 0.031181 | Time: 1132.14 ms [2022-04-11 17:21:23 main:574] : INFO : Epoch 1561 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 1129.48 ms [2022-04-11 17:21:24 main:574] : INFO : Epoch 1562 | loss: 0.0311763 | val_loss: 0.0311834 | Time: 1127.03 ms [2022-04-11 17:21:25 main:574] : INFO : Epoch 1563 | loss: 0.0311758 | val_loss: 0.031186 | Time: 1136.17 ms [2022-04-11 17:21:26 main:574] : INFO : Epoch 1564 | loss: 0.031176 | val_loss: 0.0311852 | Time: 1137.46 ms [2022-04-11 17:21:28 main:574] : INFO : Epoch 1565 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 1129.44 ms [2022-04-11 17:21:29 main:574] : INFO : Epoch 1566 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 1119.26 ms [2022-04-11 17:21:30 main:574] : INFO : Epoch 1567 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1126.8 ms [2022-04-11 17:21:31 main:574] : INFO : Epoch 1568 | loss: 0.0311758 | val_loss: 0.0311827 | Time: 1129.99 ms [2022-04-11 17:21:32 main:574] : INFO : Epoch 1569 | loss: 0.0311741 | val_loss: 0.0311836 | Time: 1130.27 ms [2022-04-11 17:21:33 main:574] : INFO : Epoch 1570 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 1147.82 ms [2022-04-11 17:21:34 main:574] : INFO : Epoch 1571 | loss: 0.0311759 | val_loss: 0.0311882 | Time: 1135.73 ms [2022-04-11 17:21:36 main:574] : INFO : Epoch 1572 | loss: 0.0311745 | val_loss: 0.031183 | Time: 1124.24 ms [2022-04-11 17:21:37 main:574] : INFO : Epoch 1573 | loss: 0.0311739 | val_loss: 0.031182 | Time: 1149.01 ms [2022-04-11 17:21:38 main:574] : INFO : Epoch 1574 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 1142.87 ms [2022-04-11 17:21:39 main:574] : INFO : Epoch 1575 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 1150.3 ms [2022-04-11 17:21:40 main:574] : INFO : Epoch 1576 | loss: 0.031173 | val_loss: 0.0311855 | Time: 1134.64 ms [2022-04-11 17:21:41 main:574] : INFO : Epoch 1577 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1133.83 ms [2022-04-11 17:21:42 main:574] : INFO : Epoch 1578 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1135.37 ms [2022-04-11 17:21:44 main:574] : INFO : Epoch 1579 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 1146.56 ms [2022-04-11 17:21:45 main:574] : INFO : Epoch 1580 | loss: 0.0311732 | val_loss: 0.0311889 | Time: 1131.59 ms [2022-04-11 17:21:46 main:574] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 1135.23 ms [2022-04-11 17:21:47 main:574] : INFO : Epoch 1582 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 1132.41 ms [2022-04-11 17:21:48 main:574] : INFO : Epoch 1583 | loss: 0.0311768 | val_loss: 0.0311877 | Time: 1131.54 ms [2022-04-11 17:21:49 main:574] : INFO : Epoch 1584 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 1136.09 ms [2022-04-11 17:21:50 main:574] : INFO : Epoch 1585 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 1123.7 ms [2022-04-11 17:21:52 main:574] : INFO : Epoch 1586 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 1139.32 ms [2022-04-11 17:21:53 main:574] : INFO : Epoch 1587 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 1126.2 ms [2022-04-11 17:21:54 main:574] : INFO : Epoch 1588 | loss: 0.0311731 | val_loss: 0.0311818 | Time: 1127.05 ms [2022-04-11 17:21:55 main:574] : INFO : Epoch 1589 | loss: 0.0311747 | val_loss: 0.031184 | Time: 1156.41 ms [2022-04-11 17:21:56 main:574] : INFO : Epoch 1590 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 1119.42 ms [2022-04-11 17:21:57 main:574] : INFO : Epoch 1591 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 1130.55 ms [2022-04-11 17:21:58 main:574] : INFO : Epoch 1592 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 1134.48 ms [2022-04-11 17:22:00 main:574] : INFO : Epoch 1593 | loss: 0.031176 | val_loss: 0.0311803 | Time: 1134.17 ms [2022-04-11 17:22:01 main:574] : INFO : Epoch 1594 | loss: 0.0311772 | val_loss: 0.031183 | Time: 1128.69 ms [2022-04-11 17:22:02 main:574] : INFO : Epoch 1595 | loss: 0.0311771 | val_loss: 0.031195 | Time: 1135.51 ms [2022-04-11 17:22:03 main:574] : INFO : Epoch 1596 | loss: 0.0311894 | val_loss: 0.0311884 | Time: 1139.66 ms [2022-04-11 17:22:04 main:574] : INFO : Epoch 1597 | loss: 0.0311797 | val_loss: 0.031183 | Time: 1132.8 ms [2022-04-11 17:22:05 main:574] : INFO : Epoch 1598 | loss: 0.0311763 | val_loss: 0.03118 | Time: 1130.63 ms [2022-04-11 17:22:06 main:574] : INFO : Epoch 1599 | loss: 0.031177 | val_loss: 0.0311809 | Time: 1128.37 ms [2022-04-11 17:22:08 main:574] : INFO : Epoch 1600 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1133.52 ms [2022-04-11 17:22:09 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 1128.36 ms [2022-04-11 17:22:10 main:574] : INFO : Epoch 1602 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1131.78 ms [2022-04-11 17:22:11 main:574] : INFO : Epoch 1603 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 1123.86 ms [2022-04-11 17:22:12 main:574] : INFO : Epoch 1604 | loss: 0.0311727 | val_loss: 0.0311807 | Time: 1119.16 ms [2022-04-11 17:22:13 main:574] : INFO : Epoch 1605 | loss: 0.0311729 | val_loss: 0.0311821 | Time: 1136.36 ms [2022-04-11 17:22:14 main:574] : INFO : Epoch 1606 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 1134.12 ms [2022-04-11 17:22:15 main:574] : INFO : Epoch 1607 | loss: 0.0311739 | val_loss: 0.031181 | Time: 1138.96 ms [2022-04-11 17:22:17 main:574] : INFO : Epoch 1608 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 1122.43 ms [2022-04-11 17:22:18 main:574] : INFO : Epoch 1609 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1133.34 ms [2022-04-11 17:22:19 main:574] : INFO : Epoch 1610 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 1131.38 ms [2022-04-11 17:22:20 main:574] : INFO : Epoch 1611 | loss: 0.031171 | val_loss: 0.0311815 | Time: 1133.68 ms [2022-04-11 17:22:21 main:574] : INFO : Epoch 1612 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 1149.07 ms [2022-04-11 17:22:22 main:574] : INFO : Epoch 1613 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 1133.71 ms [2022-04-11 17:22:23 main:574] : INFO : Epoch 1614 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1137.28 ms [2022-04-11 17:22:25 main:574] : INFO : Epoch 1615 | loss: 0.0311764 | val_loss: 0.0311844 | Time: 1123.21 ms [2022-04-11 17:22:26 main:574] : INFO : Epoch 1616 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1125.83 ms [2022-04-11 17:22:27 main:574] : INFO : Epoch 1617 | loss: 0.0311768 | val_loss: 0.0311958 | Time: 1127.02 ms [2022-04-11 17:22:28 main:574] : INFO : Epoch 1618 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 1132.54 ms [2022-04-11 17:22:29 main:574] : INFO : Epoch 1619 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 1120.89 ms [2022-04-11 17:22:30 main:574] : INFO : Epoch 1620 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1145.72 ms [2022-04-11 17:22:31 main:574] : INFO : Epoch 1621 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 1138.27 ms [2022-04-11 17:22:33 main:574] : INFO : Epoch 1622 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 1132.33 ms [2022-04-11 17:22:34 main:574] : INFO : Epoch 1623 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1138.38 ms [2022-04-11 17:22:35 main:574] : INFO : Epoch 1624 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 1134.84 ms [2022-04-11 17:22:36 main:574] : INFO : Epoch 1625 | loss: 0.031173 | val_loss: 0.0311788 | Time: 1123.62 ms [2022-04-11 17:22:37 main:574] : INFO : Epoch 1626 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 1143.44 ms [2022-04-11 17:22:38 main:574] : INFO : Epoch 1627 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 1138.18 ms [2022-04-11 17:22:39 main:574] : INFO : Epoch 1628 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 1129.76 ms [2022-04-11 17:22:41 main:574] : INFO : Epoch 1629 | loss: 0.031175 | val_loss: 0.0311797 | Time: 1127.66 ms [2022-04-11 17:22:42 main:574] : INFO : Epoch 1630 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 1141.27 ms [2022-04-11 17:22:43 main:574] : INFO : Epoch 1631 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 1129.3 ms [2022-04-11 17:22:44 main:574] : INFO : Epoch 1632 | loss: 0.0311767 | val_loss: 0.031188 | Time: 1140.41 ms [2022-04-11 17:22:45 main:574] : INFO : Epoch 1633 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1135.45 ms [2022-04-11 17:22:46 main:574] : INFO : Epoch 1634 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 1139.36 ms [2022-04-11 17:22:47 main:574] : INFO : Epoch 1635 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 1129.06 ms [2022-04-11 17:22:49 main:574] : INFO : Epoch 1636 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 1135.93 ms [2022-04-11 17:22:50 main:574] : INFO : Epoch 1637 | loss: 0.0311853 | val_loss: 0.0311838 | Time: 1128.85 ms [2022-04-11 17:22:51 main:574] : INFO : Epoch 1638 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 1132.76 ms [2022-04-11 17:22:52 main:574] : INFO : Epoch 1639 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 1138.54 ms [2022-04-11 17:22:53 main:574] : INFO : Epoch 1640 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 1131.11 ms [2022-04-11 17:22:54 main:574] : INFO : Epoch 1641 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 1147.17 ms [2022-04-11 17:22:55 main:574] : INFO : Epoch 1642 | loss: 0.03118 | val_loss: 0.0311806 | Time: 1130.47 ms [2022-04-11 17:22:56 main:574] : INFO : Epoch 1643 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 1137.87 ms [2022-04-11 17:22:58 main:574] : INFO : Epoch 1644 | loss: 0.031179 | val_loss: 0.03118 | Time: 1128.74 ms [2022-04-11 17:22:59 main:574] : INFO : Epoch 1645 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 1131.05 ms [2022-04-11 17:23:00 main:574] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1141.54 ms [2022-04-11 17:23:01 main:574] : INFO : Epoch 1647 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 1132.43 ms [2022-04-11 17:23:02 main:574] : INFO : Epoch 1648 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 1142.12 ms [2022-04-11 17:23:03 main:574] : INFO : Epoch 1649 | loss: 0.0311782 | val_loss: 0.0311803 | Time: 1142.37 ms [2022-04-11 17:23:04 main:574] : INFO : Epoch 1650 | loss: 0.0311783 | val_loss: 0.031177 | Time: 1137.24 ms [2022-04-11 17:23:06 main:574] : INFO : Epoch 1651 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 1134.78 ms [2022-04-11 17:23:07 main:574] : INFO : Epoch 1652 | loss: 0.0312007 | val_loss: 0.0312158 | Time: 1131.63 ms [2022-04-11 17:23:08 main:574] : INFO : Epoch 1653 | loss: 0.0312101 | val_loss: 0.0312064 | Time: 1137.48 ms [2022-04-11 17:23:09 main:574] : INFO : Epoch 1654 | loss: 0.0312078 | val_loss: 0.031204 | Time: 1134.5 ms [2022-04-11 17:23:10 main:574] : INFO : Epoch 1655 | loss: 0.0312063 | val_loss: 0.031205 | Time: 1141.68 ms [2022-04-11 17:23:11 main:574] : INFO : Epoch 1656 | loss: 0.031204 | val_loss: 0.0312026 | Time: 1134.36 ms [2022-04-11 17:23:12 main:574] : INFO : Epoch 1657 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1132.44 ms [2022-04-11 17:23:14 main:574] : INFO : Epoch 1658 | loss: 0.0312037 | val_loss: 0.0312037 | Time: 1136.99 ms [2022-04-11 17:23:15 main:574] : INFO : Epoch 1659 | loss: 0.031205 | val_loss: 0.0312079 | Time: 1149.69 ms [2022-04-11 17:23:16 main:574] : INFO : Epoch 1660 | loss: 0.0312042 | val_loss: 0.0312061 | Time: 1136.58 ms [2022-04-11 17:23:17 main:574] : INFO : Epoch 1661 | loss: 0.0312052 | val_loss: 0.0312049 | Time: 1140.3 ms [2022-04-11 17:23:18 main:574] : INFO : Epoch 1662 | loss: 0.0312075 | val_loss: 0.0312018 | Time: 1126.64 ms [2022-04-11 17:23:19 main:574] : INFO : Epoch 1663 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 1130.04 ms [2022-04-11 17:23:20 main:574] : INFO : Epoch 1664 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 1129.69 ms [2022-04-11 17:23:22 main:574] : INFO : Epoch 1665 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1133.86 ms [2022-04-11 17:23:23 main:574] : INFO : Epoch 1666 | loss: 0.0312006 | val_loss: 0.0312003 | Time: 1136.7 ms [2022-04-11 17:23:24 main:574] : INFO : Epoch 1667 | loss: 0.0312011 | val_loss: 0.0311984 | Time: 1121.59 ms [2022-04-11 17:23:25 main:574] : INFO : Epoch 1668 | loss: 0.0311988 | val_loss: 0.0311986 | Time: 1128.04 ms [2022-04-11 17:23:26 main:574] : INFO : Epoch 1669 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 1129.96 ms [2022-04-11 17:23:27 main:574] : INFO : Epoch 1670 | loss: 0.0311979 | val_loss: 0.031195 | Time: 1133.64 ms [2022-04-11 17:23:28 main:574] : INFO : Epoch 1671 | loss: 0.0311974 | val_loss: 0.0311944 | Time: 1140.08 ms [2022-04-11 17:23:30 main:574] : INFO : Epoch 1672 | loss: 0.031198 | val_loss: 0.0311938 | Time: 1134.38 ms [2022-04-11 17:23:31 main:574] : INFO : Epoch 1673 | loss: 0.0311966 | val_loss: 0.0311953 | Time: 1131.96 ms [2022-04-11 17:23:32 main:574] : INFO : Epoch 1674 | loss: 0.0311961 | val_loss: 0.0311931 | Time: 1136.85 ms [2022-04-11 17:23:33 main:574] : INFO : Epoch 1675 | loss: 0.0311962 | val_loss: 0.0311928 | Time: 1126.04 ms [2022-04-11 17:23:34 main:574] : INFO : Epoch 1676 | loss: 0.0311951 | val_loss: 0.031192 | Time: 1140 ms [2022-04-11 17:23:35 main:574] : INFO : Epoch 1677 | loss: 0.031197 | val_loss: 0.0311959 | Time: 1123.46 ms [2022-04-11 17:23:36 main:574] : INFO : Epoch 1678 | loss: 0.0311968 | val_loss: 0.0311965 | Time: 1127.98 ms [2022-04-11 17:23:38 main:574] : INFO : Epoch 1679 | loss: 0.0311969 | val_loss: 0.0311953 | Time: 1149.49 ms [2022-04-11 17:23:39 main:574] : INFO : Epoch 1680 | loss: 0.0311949 | val_loss: 0.0311948 | Time: 1132.43 ms [2022-04-11 17:23:40 main:574] : INFO : Epoch 1681 | loss: 0.0311948 | val_loss: 0.031193 | Time: 1127.8 ms [2022-04-11 17:23:41 main:574] : INFO : Epoch 1682 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 1144.44 ms [2022-04-11 17:23:42 main:574] : INFO : Epoch 1683 | loss: 0.031194 | val_loss: 0.0311947 | Time: 1123.93 ms [2022-04-11 17:23:43 main:574] : INFO : Epoch 1684 | loss: 0.0311949 | val_loss: 0.0311996 | Time: 1128.43 ms [2022-04-11 17:23:44 main:574] : INFO : Epoch 1685 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 1140.58 ms [2022-04-11 17:23:46 main:574] : INFO : Epoch 1686 | loss: 0.0311962 | val_loss: 0.0311933 | Time: 1130.87 ms [2022-04-11 17:23:47 main:574] : INFO : Epoch 1687 | loss: 0.0311938 | val_loss: 0.0311917 | Time: 1133.89 ms [2022-04-11 17:23:48 main:574] : INFO : Epoch 1688 | loss: 0.0311942 | val_loss: 0.0311917 | Time: 1130.95 ms [2022-04-11 17:23:49 main:574] : INFO : Epoch 1689 | loss: 0.0311955 | val_loss: 0.0311901 | Time: 1139.92 ms [2022-04-11 17:23:50 main:574] : INFO : Epoch 1690 | loss: 0.0311928 | val_loss: 0.0311911 | Time: 1134.94 ms [2022-04-11 17:23:51 main:574] : INFO : Epoch 1691 | loss: 0.0311925 | val_loss: 0.0311905 | Time: 1131.32 ms [2022-04-11 17:23:52 main:574] : INFO : Epoch 1692 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 1145.99 ms [2022-04-11 17:23:54 main:574] : INFO : Epoch 1693 | loss: 0.0311962 | val_loss: 0.0311915 | Time: 1127.04 ms [2022-04-11 17:23:55 main:574] : INFO : Epoch 1694 | loss: 0.0311941 | val_loss: 0.0311897 | Time: 1139.79 ms [2022-04-11 17:23:56 main:574] : INFO : Epoch 1695 | loss: 0.0311924 | val_loss: 0.0311893 | Time: 1136.02 ms [2022-04-11 17:23:57 main:574] : INFO : Epoch 1696 | loss: 0.0311912 | val_loss: 0.0311865 | Time: 1137.79 ms [2022-04-11 17:23:58 main:574] : INFO : Epoch 1697 | loss: 0.0311897 | val_loss: 0.0311873 | Time: 1132.25 ms [2022-04-11 17:23:59 main:574] : INFO : Epoch 1698 | loss: 0.0311888 | val_loss: 0.0311865 | Time: 1134.17 ms [2022-04-11 17:24:00 main:574] : INFO : Epoch 1699 | loss: 0.0311878 | val_loss: 0.0311842 | Time: 1144.89 ms [2022-04-11 17:24:02 main:574] : INFO : Epoch 1700 | loss: 0.0311886 | val_loss: 0.0311846 | Time: 1134.77 ms [2022-04-11 17:24:03 main:574] : INFO : Epoch 1701 | loss: 0.0311873 | val_loss: 0.0311853 | Time: 1128.04 ms [2022-04-11 17:24:04 main:574] : INFO : Epoch 1702 | loss: 0.0311879 | val_loss: 0.0311864 | Time: 1133.72 ms [2022-04-11 17:24:05 main:574] : INFO : Epoch 1703 | loss: 0.0311868 | val_loss: 0.0311849 | Time: 1148.66 ms [2022-04-11 17:24:06 main:574] : INFO : Epoch 1704 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 1144.36 ms [2022-04-11 17:24:07 main:574] : INFO : Epoch 1705 | loss: 0.031187 | val_loss: 0.0311874 | Time: 1130.47 ms [2022-04-11 17:24:08 main:574] : INFO : Epoch 1706 | loss: 0.0311871 | val_loss: 0.0311894 | Time: 1128.07 ms [2022-04-11 17:24:09 main:574] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 1134.75 ms [2022-04-11 17:24:11 main:574] : INFO : Epoch 1708 | loss: 0.0311868 | val_loss: 0.0311863 | Time: 1121.88 ms [2022-04-11 17:24:12 main:574] : INFO : Epoch 1709 | loss: 0.0311861 | val_loss: 0.0311846 | Time: 1133.71 ms [2022-04-11 17:24:13 main:574] : INFO : Epoch 1710 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 1134.71 ms [2022-04-11 17:24:14 main:574] : INFO : Epoch 1711 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 1139.83 ms [2022-04-11 17:24:15 main:574] : INFO : Epoch 1712 | loss: 0.0311866 | val_loss: 0.0311851 | Time: 1119.21 ms [2022-04-11 17:24:16 main:574] : INFO : Epoch 1713 | loss: 0.0311851 | val_loss: 0.0311855 | Time: 1131.98 ms [2022-04-11 17:24:17 main:574] : INFO : Epoch 1714 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 1124.35 ms [2022-04-11 17:24:19 main:574] : INFO : Epoch 1715 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 1136.51 ms [2022-04-11 17:24:20 main:574] : INFO : Epoch 1716 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 1127.61 ms [2022-04-11 17:24:21 main:574] : INFO : Epoch 1717 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 1128.7 ms [2022-04-11 17:24:22 main:574] : INFO : Epoch 1718 | loss: 0.0311853 | val_loss: 0.0311832 | Time: 1132.4 ms [2022-04-11 17:24:23 main:574] : INFO : Epoch 1719 | loss: 0.0311834 | val_loss: 0.0311838 | Time: 1137.79 ms [2022-04-11 17:24:24 main:574] : INFO : Epoch 1720 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 1129.68 ms [2022-04-11 17:24:25 main:574] : INFO : Epoch 1721 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 1122.91 ms [2022-04-11 17:24:27 main:574] : INFO : Epoch 1722 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 1119.63 ms [2022-04-11 17:24:28 main:574] : INFO : Epoch 1723 | loss: 0.0311839 | val_loss: 0.0311836 | Time: 1133.92 ms [2022-04-11 17:24:29 main:574] : INFO : Epoch 1724 | loss: 0.0311839 | val_loss: 0.0311863 | Time: 1128.7 ms [2022-04-11 17:24:30 main:574] : INFO : Epoch 1725 | loss: 0.0311851 | val_loss: 0.0311837 | Time: 1137.87 ms [2022-04-11 17:24:31 main:574] : INFO : Epoch 1726 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 1134.37 ms [2022-04-11 17:24:32 main:574] : INFO : Epoch 1727 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 1146.25 ms [2022-04-11 17:24:33 main:574] : INFO : Epoch 1728 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 1146.08 ms [2022-04-11 17:24:35 main:574] : INFO : Epoch 1729 | loss: 0.031182 | val_loss: 0.0311827 | Time: 1129 ms [2022-04-11 17:24:36 main:574] : INFO : Epoch 1730 | loss: 0.031183 | val_loss: 0.0311827 | Time: 1126.47 ms [2022-04-11 17:24:37 main:574] : INFO : Epoch 1731 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 1138.02 ms [2022-04-11 17:24:38 main:574] : INFO : Epoch 1732 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 1131.4 ms [2022-04-11 17:24:39 main:574] : INFO : Epoch 1733 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 1151.37 ms [2022-04-11 17:24:40 main:574] : INFO : Epoch 1734 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 1131.95 ms [2022-04-11 17:24:41 main:574] : INFO : Epoch 1735 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 1121.38 ms [2022-04-11 17:24:43 main:574] : INFO : Epoch 1736 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 1134.5 ms [2022-04-11 17:24:44 main:574] : INFO : Epoch 1737 | loss: 0.0311843 | val_loss: 0.031186 | Time: 1127.17 ms [2022-04-11 17:24:45 main:574] : INFO : Epoch 1738 | loss: 0.0311839 | val_loss: 0.0311845 | Time: 1138.51 ms [2022-04-11 17:24:46 main:574] : INFO : Epoch 1739 | loss: 0.0311833 | val_loss: 0.0311833 | Time: 1144.55 ms [2022-04-11 17:24:47 main:574] : INFO : Epoch 1740 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 1136.09 ms [2022-04-11 17:24:48 main:574] : INFO : Epoch 1741 | loss: 0.031183 | val_loss: 0.0311827 | Time: 1137.55 ms [2022-04-11 17:24:49 main:574] : INFO : Epoch 1742 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 1150.74 ms [2022-04-11 17:24:51 main:574] : INFO : Epoch 1743 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 1136.87 ms [2022-04-11 17:24:52 main:574] : INFO : Epoch 1744 | loss: 0.031181 | val_loss: 0.0311828 | Time: 1129.42 ms [2022-04-11 17:24:53 main:574] : INFO : Epoch 1745 | loss: 0.0311818 | val_loss: 0.0311824 | Time: 1127.7 ms [2022-04-11 17:24:54 main:574] : INFO : Epoch 1746 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 1136.28 ms [2022-04-11 17:24:55 main:574] : INFO : Epoch 1747 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 1129.71 ms [2022-04-11 17:24:56 main:574] : INFO : Epoch 1748 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1123.43 ms [2022-04-11 17:24:57 main:574] : INFO : Epoch 1749 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 1134.43 ms [2022-04-11 17:24:58 main:574] : INFO : Epoch 1750 | loss: 0.03118 | val_loss: 0.0311832 | Time: 1128.07 ms [2022-04-11 17:25:00 main:574] : INFO : Epoch 1751 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 1150.42 ms [2022-04-11 17:25:01 main:574] : INFO : Epoch 1752 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1127.88 ms [2022-04-11 17:25:02 main:574] : INFO : Epoch 1753 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 1138.11 ms [2022-04-11 17:25:03 main:574] : INFO : Epoch 1754 | loss: 0.0311815 | val_loss: 0.031182 | Time: 1128.45 ms [2022-04-11 17:25:04 main:574] : INFO : Epoch 1755 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 1140.67 ms [2022-04-11 17:25:05 main:574] : INFO : Epoch 1756 | loss: 0.0311838 | val_loss: 0.0311828 | Time: 1131.2 ms [2022-04-11 17:25:06 main:574] : INFO : Epoch 1757 | loss: 0.0311823 | val_loss: 0.031182 | Time: 1137.1 ms [2022-04-11 17:25:08 main:574] : INFO : Epoch 1758 | loss: 0.0311811 | val_loss: 0.031181 | Time: 1126.46 ms [2022-04-11 17:25:09 main:574] : INFO : Epoch 1759 | loss: 0.0311813 | val_loss: 0.0311821 | Time: 1129.22 ms [2022-04-11 17:25:10 main:574] : INFO : Epoch 1760 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 1152.74 ms [2022-04-11 17:25:11 main:574] : INFO : Epoch 1761 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 1141.44 ms [2022-04-11 17:25:12 main:574] : INFO : Epoch 1762 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 1137.33 ms [2022-04-11 17:25:13 main:574] : INFO : Epoch 1763 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 1128.75 ms [2022-04-11 17:25:14 main:574] : INFO : Epoch 1764 | loss: 0.0311826 | val_loss: 0.0311915 | Time: 1143.95 ms [2022-04-11 17:25:16 main:574] : INFO : Epoch 1765 | loss: 0.0311822 | val_loss: 0.0311819 | Time: 1152.35 ms [2022-04-11 17:25:17 main:574] : INFO : Epoch 1766 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 1130.03 ms [2022-04-11 17:25:18 main:574] : INFO : Epoch 1767 | loss: 0.0311805 | val_loss: 0.0311865 | Time: 1141.25 ms [2022-04-11 17:25:19 main:574] : INFO : Epoch 1768 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 1148.11 ms [2022-04-11 17:25:20 main:574] : INFO : Epoch 1769 | loss: 0.031182 | val_loss: 0.0311816 | Time: 1130.08 ms [2022-04-11 17:25:21 main:574] : INFO : Epoch 1770 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 1136.16 ms [2022-04-11 17:25:33 main:574] : INFO : Epoch 1771 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 11564.5 ms [2022-04-11 17:25:34 main:574] : INFO : Epoch 1772 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1129.08 ms [2022-04-11 17:25:35 main:574] : INFO : Epoch 1773 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 1129.44 ms [2022-04-11 17:25:36 main:574] : INFO : Epoch 1774 | loss: 0.0311807 | val_loss: 0.031182 | Time: 1137.88 ms [2022-04-11 17:25:37 main:574] : INFO : Epoch 1775 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 1125.33 ms [2022-04-11 17:25:39 main:574] : INFO : Epoch 1776 | loss: 0.031179 | val_loss: 0.0311818 | Time: 1140.2 ms [2022-04-11 17:25:40 main:574] : INFO : Epoch 1777 | loss: 0.0311784 | val_loss: 0.0311818 | Time: 1129.03 ms [2022-04-11 17:25:41 main:574] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311848 | Time: 1130.38 ms [2022-04-11 17:25:42 main:574] : INFO : Epoch 1779 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1134.59 ms [2022-04-11 17:25:43 main:574] : INFO : Epoch 1780 | loss: 0.0311797 | val_loss: 0.0311834 | Time: 1140.11 ms [2022-04-11 17:25:44 main:574] : INFO : Epoch 1781 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1137.69 ms [2022-04-11 17:25:45 main:574] : INFO : Epoch 1782 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 1113.98 ms [2022-04-11 17:25:47 main:574] : INFO : Epoch 1783 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1130.53 ms [2022-04-11 17:25:48 main:574] : INFO : Epoch 1784 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 1129.94 ms [2022-04-11 17:25:49 main:574] : INFO : Epoch 1785 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 1140.25 ms [2022-04-11 17:25:50 main:574] : INFO : Epoch 1786 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 1140.93 ms [2022-04-11 17:25:51 main:574] : INFO : Epoch 1787 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 1130.54 ms [2022-04-11 17:25:52 main:574] : INFO : Epoch 1788 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 1133.39 ms [2022-04-11 17:25:53 main:574] : INFO : Epoch 1789 | loss: 0.0311785 | val_loss: 0.03118 | Time: 1130.64 ms [2022-04-11 17:25:55 main:574] : INFO : Epoch 1790 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 1140.4 ms [2022-04-11 17:25:56 main:574] : INFO : Epoch 1791 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 1136.98 ms [2022-04-11 17:25:57 main:574] : INFO : Epoch 1792 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 1134.03 ms [2022-04-11 17:25:58 main:574] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.03118 | Time: 1133.1 ms [2022-04-11 17:25:59 main:574] : INFO : Epoch 1794 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 1134.18 ms [2022-04-11 17:26:00 main:574] : INFO : Epoch 1795 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1132.24 ms [2022-04-11 17:26:01 main:574] : INFO : Epoch 1796 | loss: 0.0311803 | val_loss: 0.0311801 | Time: 1136.09 ms [2022-04-11 17:26:03 main:574] : INFO : Epoch 1797 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 1134.98 ms [2022-04-11 17:26:04 main:574] : INFO : Epoch 1798 | loss: 0.031178 | val_loss: 0.0311809 | Time: 1130.55 ms [2022-04-11 17:26:05 main:574] : INFO : Epoch 1799 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 1126.67 ms [2022-04-11 17:26:06 main:574] : INFO : Epoch 1800 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 1134.21 ms [2022-04-11 17:26:07 main:574] : INFO : Epoch 1801 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 1134.1 ms [2022-04-11 17:26:08 main:574] : INFO : Epoch 1802 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 1131.96 ms [2022-04-11 17:26:09 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 1133.06 ms [2022-04-11 17:26:10 main:574] : INFO : Epoch 1804 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1149.16 ms [2022-04-11 17:26:12 main:574] : INFO : Epoch 1805 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 1129.09 ms [2022-04-11 17:26:13 main:574] : INFO : Epoch 1806 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1134.96 ms [2022-04-11 17:26:14 main:574] : INFO : Epoch 1807 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1138.74 ms [2022-04-11 17:26:15 main:574] : INFO : Epoch 1808 | loss: 0.031176 | val_loss: 0.0311812 | Time: 1128.82 ms [2022-04-11 17:26:16 main:574] : INFO : Epoch 1809 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 1127.52 ms [2022-04-11 17:26:17 main:574] : INFO : Epoch 1810 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 1135.21 ms [2022-04-11 17:26:18 main:574] : INFO : Epoch 1811 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 1135.34 ms [2022-04-11 17:26:20 main:574] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 1140.9 ms [2022-04-11 17:26:21 main:574] : INFO : Epoch 1813 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 1148.47 ms [2022-04-11 17:26:22 main:574] : INFO : Epoch 1814 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 1140.63 ms [2022-04-11 17:26:23 main:574] : INFO : Epoch 1815 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 1140.96 ms [2022-04-11 17:26:24 main:574] : INFO : Epoch 1816 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 1131.6 ms [2022-04-11 17:26:25 main:574] : INFO : Epoch 1817 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1131.37 ms [2022-04-11 17:26:26 main:574] : INFO : Epoch 1818 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1140.27 ms [2022-04-11 17:26:28 main:574] : INFO : Epoch 1819 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1134.44 ms [2022-04-11 17:26:29 main:574] : INFO : Epoch 1820 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1134.13 ms [2022-04-11 17:26:30 main:574] : INFO : Epoch 1821 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 1126.11 ms [2022-04-11 17:26:31 main:574] : INFO : Epoch 1822 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 1140.81 ms [2022-04-11 17:26:32 main:574] : INFO : Epoch 1823 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1130.93 ms [2022-04-11 17:26:33 main:574] : INFO : Epoch 1824 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 1133.43 ms [2022-04-11 17:26:34 main:574] : INFO : Epoch 1825 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 1142.85 ms [2022-04-11 17:26:36 main:574] : INFO : Epoch 1826 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 1136.75 ms [2022-04-11 17:26:37 main:574] : INFO : Epoch 1827 | loss: 0.0311774 | val_loss: 0.0311838 | Time: 1135.11 ms [2022-04-11 17:26:38 main:574] : INFO : Epoch 1828 | loss: 0.031177 | val_loss: 0.0311835 | Time: 1129.29 ms [2022-04-11 17:26:39 main:574] : INFO : Epoch 1829 | loss: 0.031177 | val_loss: 0.0311814 | Time: 1124.27 ms [2022-04-11 17:26:40 main:574] : INFO : Epoch 1830 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 1133.57 ms [2022-04-11 17:26:41 main:574] : INFO : Epoch 1831 | loss: 0.0311764 | val_loss: 0.0311852 | Time: 1135.24 ms [2022-04-11 17:26:42 main:574] : INFO : Epoch 1832 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 1136.05 ms [2022-04-11 17:26:44 main:574] : INFO : Epoch 1833 | loss: 0.031181 | val_loss: 0.0311844 | Time: 1132.46 ms [2022-04-11 17:26:45 main:574] : INFO : Epoch 1834 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 1127.38 ms [2022-04-11 17:26:46 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 1130.87 ms [2022-04-11 17:26:47 main:574] : INFO : Epoch 1836 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 1132.11 ms [2022-04-11 17:26:48 main:574] : INFO : Epoch 1837 | loss: 0.0311773 | val_loss: 0.031183 | Time: 1138.11 ms [2022-04-11 17:26:49 main:574] : INFO : Epoch 1838 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 1122.4 ms [2022-04-11 17:26:50 main:574] : INFO : Epoch 1839 | loss: 0.0311786 | val_loss: 0.0311794 | Time: 1146 ms [2022-04-11 17:26:52 main:574] : INFO : Epoch 1840 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 1125.66 ms [2022-04-11 17:26:53 main:574] : INFO : Epoch 1841 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 1134.65 ms [2022-04-11 17:26:54 main:574] : INFO : Epoch 1842 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 1142.04 ms [2022-04-11 17:26:55 main:574] : INFO : Epoch 1843 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 1133.63 ms [2022-04-11 17:26:56 main:574] : INFO : Epoch 1844 | loss: 0.0311761 | val_loss: 0.031181 | Time: 1138.42 ms [2022-04-11 17:26:57 main:574] : INFO : Epoch 1845 | loss: 0.031176 | val_loss: 0.0311816 | Time: 1134.71 ms [2022-04-11 17:26:58 main:574] : INFO : Epoch 1846 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 1118.81 ms [2022-04-11 17:27:00 main:574] : INFO : Epoch 1847 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1138.7 ms [2022-04-11 17:27:01 main:574] : INFO : Epoch 1848 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1126.55 ms [2022-04-11 17:27:02 main:574] : INFO : Epoch 1849 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 1137.92 ms [2022-04-11 17:27:03 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 1139.55 ms [2022-04-11 17:27:04 main:574] : INFO : Epoch 1851 | loss: 0.031177 | val_loss: 0.0311785 | Time: 1133.14 ms [2022-04-11 17:27:05 main:574] : INFO : Epoch 1852 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 1129.04 ms [2022-04-11 17:27:06 main:574] : INFO : Epoch 1853 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1135.05 ms [2022-04-11 17:27:08 main:574] : INFO : Epoch 1854 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 1154.89 ms [2022-04-11 17:27:09 main:574] : INFO : Epoch 1855 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 1128.16 ms [2022-04-11 17:27:10 main:574] : INFO : Epoch 1856 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 1125.49 ms [2022-04-11 17:27:11 main:574] : INFO : Epoch 1857 | loss: 0.031179 | val_loss: 0.0311786 | Time: 1138.18 ms [2022-04-11 17:27:12 main:574] : INFO : Epoch 1858 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 1131.91 ms [2022-04-11 17:27:23 main:574] : INFO : Epoch 1859 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 11301.8 ms [2022-04-11 17:27:25 main:574] : INFO : Epoch 1860 | loss: 0.0311798 | val_loss: 0.0311771 | Time: 1349.47 ms [2022-04-11 17:27:26 main:574] : INFO : Epoch 1861 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 1150.44 ms [2022-04-11 17:27:27 main:574] : INFO : Epoch 1862 | loss: 0.0311808 | val_loss: 0.0311871 | Time: 1137.94 ms [2022-04-11 17:27:28 main:574] : INFO : Epoch 1863 | loss: 0.0311784 | val_loss: 0.0311837 | Time: 1135.33 ms [2022-04-11 17:27:29 main:574] : INFO : Epoch 1864 | loss: 0.0311761 | val_loss: 0.0311774 | Time: 1137.47 ms [2022-04-11 17:27:30 main:574] : INFO : Epoch 1865 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 1135.11 ms [2022-04-11 17:27:32 main:574] : INFO : Epoch 1866 | loss: 0.031175 | val_loss: 0.0311774 | Time: 1134.67 ms [2022-04-11 17:27:33 main:574] : INFO : Epoch 1867 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 1118.24 ms [2022-04-11 17:27:34 main:574] : INFO : Epoch 1868 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 1136.69 ms [2022-04-11 17:27:35 main:574] : INFO : Epoch 1869 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1134.31 ms [2022-04-11 17:27:36 main:574] : INFO : Epoch 1870 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1119.93 ms [2022-04-11 17:27:37 main:574] : INFO : Epoch 1871 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 1143.12 ms [2022-04-11 17:27:38 main:574] : INFO : Epoch 1872 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 1134.78 ms [2022-04-11 17:27:40 main:574] : INFO : Epoch 1873 | loss: 0.0311758 | val_loss: 0.0311844 | Time: 1139.44 ms [2022-04-11 17:27:41 main:574] : INFO : Epoch 1874 | loss: 0.0311752 | val_loss: 0.0311767 | Time: 1130.08 ms [2022-04-11 17:27:42 main:574] : INFO : Epoch 1875 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 1130.23 ms [2022-04-11 17:27:43 main:574] : INFO : Epoch 1876 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 1127.05 ms [2022-04-11 17:27:44 main:574] : INFO : Epoch 1877 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1138.42 ms [2022-04-11 17:27:45 main:574] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 1145.77 ms [2022-04-11 17:27:46 main:574] : INFO : Epoch 1879 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 1135.06 ms [2022-04-11 17:27:48 main:574] : INFO : Epoch 1880 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 1133.99 ms [2022-04-11 17:27:49 main:574] : INFO : Epoch 1881 | loss: 0.0311738 | val_loss: 0.0311777 | Time: 1126.76 ms [2022-04-11 17:27:50 main:574] : INFO : Epoch 1882 | loss: 0.0311738 | val_loss: 0.031178 | Time: 1143.77 ms [2022-04-11 17:27:51 main:574] : INFO : Epoch 1883 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 1133.59 ms [2022-04-11 17:27:52 main:574] : INFO : Epoch 1884 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1129.55 ms [2022-04-11 17:27:53 main:574] : INFO : Epoch 1885 | loss: 0.0311739 | val_loss: 0.031177 | Time: 1135.42 ms [2022-04-11 17:27:54 main:574] : INFO : Epoch 1886 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 1124.8 ms [2022-04-11 17:27:56 main:574] : INFO : Epoch 1887 | loss: 0.0311736 | val_loss: 0.031178 | Time: 1126.32 ms [2022-04-11 17:27:57 main:574] : INFO : Epoch 1888 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1132.41 ms [2022-04-11 17:27:58 main:574] : INFO : Epoch 1889 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 1134.53 ms [2022-04-11 17:27:59 main:574] : INFO : Epoch 1890 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 1141.05 ms [2022-04-11 17:28:00 main:574] : INFO : Epoch 1891 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1130.56 ms [2022-04-11 17:28:01 main:574] : INFO : Epoch 1892 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 1147.33 ms [2022-04-11 17:28:02 main:574] : INFO : Epoch 1893 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 1126.95 ms [2022-04-11 17:28:04 main:574] : INFO : Epoch 1894 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 1148.9 ms [2022-04-11 17:28:05 main:574] : INFO : Epoch 1895 | loss: 0.031176 | val_loss: 0.0311866 | Time: 1135.69 ms [2022-04-11 17:28:06 main:574] : INFO : Epoch 1896 | loss: 0.0311767 | val_loss: 0.031181 | Time: 1121.24 ms [2022-04-11 17:28:07 main:574] : INFO : Epoch 1897 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 1135.42 ms [2022-04-11 17:28:08 main:574] : INFO : Epoch 1898 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 1141.18 ms [2022-04-11 17:28:09 main:574] : INFO : Epoch 1899 | loss: 0.0311749 | val_loss: 0.031176 | Time: 1127.88 ms [2022-04-11 17:28:10 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 1142.5 ms [2022-04-11 17:28:11 main:574] : INFO : Epoch 1901 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 1129.76 ms [2022-04-11 17:28:13 main:574] : INFO : Epoch 1902 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 1127.46 ms [2022-04-11 17:28:14 main:574] : INFO : Epoch 1903 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 1126.74 ms [2022-04-11 17:28:15 main:574] : INFO : Epoch 1904 | loss: 0.0311758 | val_loss: 0.031176 | Time: 1130.02 ms [2022-04-11 17:28:16 main:574] : INFO : Epoch 1905 | loss: 0.0311799 | val_loss: 0.0311759 | Time: 1133.89 ms [2022-04-11 17:28:17 main:574] : INFO : Epoch 1906 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 1137.86 ms [2022-04-11 17:28:18 main:574] : INFO : Epoch 1907 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 1132.11 ms [2022-04-11 17:28:19 main:574] : INFO : Epoch 1908 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 1139.97 ms [2022-04-11 17:28:21 main:574] : INFO : Epoch 1909 | loss: 0.0311755 | val_loss: 0.0311752 | Time: 1133.03 ms [2022-04-11 17:28:22 main:574] : INFO : Epoch 1910 | loss: 0.0311752 | val_loss: 0.0311754 | Time: 1134.27 ms [2022-04-11 17:28:23 main:574] : INFO : Epoch 1911 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 1131.35 ms [2022-04-11 17:28:24 main:574] : INFO : Epoch 1912 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 1131.33 ms [2022-04-11 17:28:25 main:574] : INFO : Epoch 1913 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 1132.47 ms [2022-04-11 17:28:26 main:574] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 1141.33 ms [2022-04-11 17:28:27 main:574] : INFO : Epoch 1915 | loss: 0.031173 | val_loss: 0.0311763 | Time: 1127.38 ms [2022-04-11 17:28:29 main:574] : INFO : Epoch 1916 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1120.76 ms [2022-04-11 17:28:30 main:574] : INFO : Epoch 1917 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 1134.04 ms [2022-04-11 17:28:31 main:574] : INFO : Epoch 1918 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1132.69 ms [2022-04-11 17:28:32 main:574] : INFO : Epoch 1919 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1126.23 ms [2022-04-11 17:28:33 main:574] : INFO : Epoch 1920 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 1141.93 ms [2022-04-11 17:28:34 main:574] : INFO : Epoch 1921 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1128.9 ms [2022-04-11 17:28:35 main:574] : INFO : Epoch 1922 | loss: 0.0311745 | val_loss: 0.031178 | Time: 1142.9 ms [2022-04-11 17:28:37 main:574] : INFO : Epoch 1923 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 1147.82 ms [2022-04-11 17:28:38 main:574] : INFO : Epoch 1924 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 1133.99 ms [2022-04-11 17:28:39 main:574] : INFO : Epoch 1925 | loss: 0.031175 | val_loss: 0.0311769 | Time: 1135.31 ms [2022-04-11 17:28:40 main:574] : INFO : Epoch 1926 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 1140.12 ms [2022-04-11 17:28:41 main:574] : INFO : Epoch 1927 | loss: 0.0311741 | val_loss: 0.031177 | Time: 1135.15 ms [2022-04-11 17:28:42 main:574] : INFO : Epoch 1928 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1136.73 ms [2022-04-11 17:28:43 main:574] : INFO : Epoch 1929 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 1132.33 ms [2022-04-11 17:28:45 main:574] : INFO : Epoch 1930 | loss: 0.031173 | val_loss: 0.0311759 | Time: 1147.04 ms [2022-04-11 17:28:46 main:574] : INFO : Epoch 1931 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1134.38 ms [2022-04-11 17:28:47 main:574] : INFO : Epoch 1932 | loss: 0.031174 | val_loss: 0.0311778 | Time: 1132.11 ms [2022-04-11 17:28:48 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 1129.67 ms [2022-04-11 17:28:49 main:574] : INFO : Epoch 1934 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 1132.14 ms [2022-04-11 17:28:50 main:574] : INFO : Epoch 1935 | loss: 0.0311728 | val_loss: 0.0311761 | Time: 1131.71 ms [2022-04-11 17:28:51 main:574] : INFO : Epoch 1936 | loss: 0.031173 | val_loss: 0.0311758 | Time: 1130.42 ms [2022-04-11 17:28:53 main:574] : INFO : Epoch 1937 | loss: 0.0311728 | val_loss: 0.031176 | Time: 1127.44 ms [2022-04-11 17:28:54 main:574] : INFO : Epoch 1938 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1137.43 ms [2022-04-11 17:28:55 main:574] : INFO : Epoch 1939 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 1132.91 ms [2022-04-11 17:28:56 main:574] : INFO : Epoch 1940 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 1135.22 ms [2022-04-11 17:28:57 main:574] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1138.91 ms [2022-04-11 17:28:58 main:574] : INFO : Epoch 1942 | loss: 0.0312138 | val_loss: 0.0312319 | Time: 1131.63 ms [2022-04-11 17:28:59 main:574] : INFO : Epoch 1943 | loss: 0.0323032 | val_loss: 0.0315494 | Time: 1137.2 ms [2022-04-11 17:29:01 main:574] : INFO : Epoch 1944 | loss: 0.0316974 | val_loss: 0.0313235 | Time: 1141.46 ms [2022-04-11 17:29:02 main:574] : INFO : Epoch 1945 | loss: 0.0312735 | val_loss: 0.0312043 | Time: 1133.34 ms [2022-04-11 17:29:03 main:574] : INFO : Epoch 1946 | loss: 0.0311931 | val_loss: 0.0311838 | Time: 1134.78 ms [2022-04-11 17:29:04 main:574] : INFO : Epoch 1947 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 1124.29 ms [2022-04-11 17:29:05 main:574] : INFO : Epoch 1948 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 1131.99 ms [2022-04-11 17:29:06 main:574] : INFO : Epoch 1949 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1126.58 ms [2022-04-11 17:29:07 main:574] : INFO : Epoch 1950 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1139.32 ms [2022-04-11 17:29:08 main:574] : INFO : Epoch 1951 | loss: 0.0311722 | val_loss: 0.031177 | Time: 1138.2 ms [2022-04-11 17:29:10 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1144.87 ms [2022-04-11 17:29:11 main:574] : INFO : Epoch 1953 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 1136.65 ms [2022-04-11 17:29:12 main:574] : INFO : Epoch 1954 | loss: 0.0311727 | val_loss: 0.031179 | Time: 1131.77 ms [2022-04-11 17:29:13 main:574] : INFO : Epoch 1955 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1132.46 ms [2022-04-11 17:29:14 main:574] : INFO : Epoch 1956 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 1138.8 ms [2022-04-11 17:29:15 main:574] : INFO : Epoch 1957 | loss: 0.031172 | val_loss: 0.0311822 | Time: 1135.62 ms [2022-04-11 17:29:16 main:574] : INFO : Epoch 1958 | loss: 0.0311736 | val_loss: 0.0311855 | Time: 1132.28 ms [2022-04-11 17:29:18 main:574] : INFO : Epoch 1959 | loss: 0.0311747 | val_loss: 0.0311843 | Time: 1137.27 ms [2022-04-11 17:29:19 main:574] : INFO : Epoch 1960 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 1138.22 ms [2022-04-11 17:29:20 main:574] : INFO : Epoch 1961 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 1132.3 ms [2022-04-11 17:29:21 main:574] : INFO : Epoch 1962 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1128.88 ms [2022-04-11 17:29:22 main:574] : INFO : Epoch 1963 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 1128.93 ms [2022-04-11 17:29:23 main:574] : INFO : Epoch 1964 | loss: 0.031171 | val_loss: 0.031178 | Time: 1134.49 ms [2022-04-11 17:29:24 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 1137.07 ms [2022-04-11 17:29:26 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311786 | Time: 1137.84 ms [2022-04-11 17:29:27 main:574] : INFO : Epoch 1967 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 1129.25 ms [2022-04-11 17:29:28 main:574] : INFO : Epoch 1968 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 1134.18 ms [2022-04-11 17:29:29 main:574] : INFO : Epoch 1969 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 1124.55 ms [2022-04-11 17:29:30 main:574] : INFO : Epoch 1970 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 1130.96 ms [2022-04-11 17:29:31 main:574] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1133.07 ms [2022-04-11 17:29:32 main:574] : INFO : Epoch 1972 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 1146.17 ms [2022-04-11 17:29:34 main:574] : INFO : Epoch 1973 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 1131.76 ms [2022-04-11 17:29:35 main:574] : INFO : Epoch 1974 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1125.82 ms [2022-04-11 17:29:36 main:574] : INFO : Epoch 1975 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 1138.02 ms [2022-04-11 17:29:37 main:574] : INFO : Epoch 1976 | loss: 0.03117 | val_loss: 0.031179 | Time: 1136.28 ms [2022-04-11 17:29:38 main:574] : INFO : Epoch 1977 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 1142.08 ms [2022-04-11 17:29:39 main:574] : INFO : Epoch 1978 | loss: 0.03117 | val_loss: 0.0311772 | Time: 1139.68 ms [2022-04-11 17:29:40 main:574] : INFO : Epoch 1979 | loss: 0.0311701 | val_loss: 0.031179 | Time: 1133.28 ms [2022-04-11 17:29:42 main:574] : INFO : Epoch 1980 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 1132.08 ms [2022-04-11 17:29:43 main:574] : INFO : Epoch 1981 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 1139.99 ms [2022-04-11 17:29:44 main:574] : INFO : Epoch 1982 | loss: 0.0311706 | val_loss: 0.031177 | Time: 1131.09 ms [2022-04-11 17:29:45 main:574] : INFO : Epoch 1983 | loss: 0.0311698 | val_loss: 0.0311773 | Time: 1127.92 ms [2022-04-11 17:29:46 main:574] : INFO : Epoch 1984 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 1125.04 ms [2022-04-11 17:29:47 main:574] : INFO : Epoch 1985 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 1152.69 ms [2022-04-11 17:29:48 main:574] : INFO : Epoch 1986 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1125.15 ms [2022-04-11 17:29:50 main:574] : INFO : Epoch 1987 | loss: 0.0311696 | val_loss: 0.0311772 | Time: 1142.84 ms [2022-04-11 17:29:51 main:574] : INFO : Epoch 1988 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1142.93 ms [2022-04-11 17:29:52 main:574] : INFO : Epoch 1989 | loss: 0.0311697 | val_loss: 0.0311788 | Time: 1122.23 ms [2022-04-11 17:29:53 main:574] : INFO : Epoch 1990 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 1137.1 ms [2022-04-11 17:29:54 main:574] : INFO : Epoch 1991 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1146.75 ms [2022-04-11 17:29:55 main:574] : INFO : Epoch 1992 | loss: 0.0311695 | val_loss: 0.031177 | Time: 1133.57 ms [2022-04-11 17:29:56 main:574] : INFO : Epoch 1993 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 1135.21 ms [2022-04-11 17:29:58 main:574] : INFO : Epoch 1994 | loss: 0.0311684 | val_loss: 0.031179 | Time: 1126.65 ms [2022-04-11 17:29:59 main:574] : INFO : Epoch 1995 | loss: 0.0311701 | val_loss: 0.0311792 | Time: 1140.39 ms [2022-04-11 17:30:00 main:574] : INFO : Epoch 1996 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 1133.57 ms [2022-04-11 17:30:01 main:574] : INFO : Epoch 1997 | loss: 0.0311687 | val_loss: 0.031177 | Time: 1155.93 ms [2022-04-11 17:30:02 main:574] : INFO : Epoch 1998 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 1135.1 ms [2022-04-11 17:30:03 main:574] : INFO : Epoch 1999 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 1131.18 ms [2022-04-11 17:30:04 main:574] : INFO : Epoch 2000 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 1142.13 ms [2022-04-11 17:30:06 main:574] : INFO : Epoch 2001 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 1133.68 ms [2022-04-11 17:30:07 main:574] : INFO : Epoch 2002 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 1140.86 ms [2022-04-11 17:30:08 main:574] : INFO : Epoch 2003 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 1140.24 ms [2022-04-11 17:30:09 main:574] : INFO : Epoch 2004 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 1135.91 ms [2022-04-11 17:30:10 main:574] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311822 | Time: 1136.14 ms [2022-04-11 17:30:11 main:574] : INFO : Epoch 2006 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1135.72 ms [2022-04-11 17:30:12 main:574] : INFO : Epoch 2007 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 1136.44 ms [2022-04-11 17:30:14 main:574] : INFO : Epoch 2008 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 1136.67 ms [2022-04-11 17:30:15 main:574] : INFO : Epoch 2009 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1133.68 ms [2022-04-11 17:30:16 main:574] : INFO : Epoch 2010 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 1139.05 ms [2022-04-11 17:30:17 main:574] : INFO : Epoch 2011 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 1127.92 ms [2022-04-11 17:30:18 main:574] : INFO : Epoch 2012 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1132.03 ms [2022-04-11 17:30:19 main:574] : INFO : Epoch 2013 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 1126.74 ms [2022-04-11 17:30:20 main:574] : INFO : Epoch 2014 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 1138.04 ms [2022-04-11 17:30:22 main:574] : INFO : Epoch 2015 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 1132.39 ms [2022-04-11 17:30:23 main:574] : INFO : Epoch 2016 | loss: 0.0311687 | val_loss: 0.031179 | Time: 1142.27 ms [2022-04-11 17:30:24 main:574] : INFO : Epoch 2017 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 1136.13 ms [2022-04-11 17:30:25 main:574] : INFO : Epoch 2018 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1136.07 ms [2022-04-11 17:30:26 main:574] : INFO : Epoch 2019 | loss: 0.0311704 | val_loss: 0.031176 | Time: 1137.81 ms [2022-04-11 17:30:27 main:574] : INFO : Epoch 2020 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 1130.82 ms [2022-04-11 17:30:28 main:574] : INFO : Epoch 2021 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 1152.83 ms [2022-04-11 17:30:30 main:574] : INFO : Epoch 2022 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 1152.57 ms [2022-04-11 17:30:31 main:574] : INFO : Epoch 2023 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 1147.89 ms [2022-04-11 17:30:32 main:574] : INFO : Epoch 2024 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1132.33 ms [2022-04-11 17:30:33 main:574] : INFO : Epoch 2025 | loss: 0.0311687 | val_loss: 0.0311787 | Time: 1138.22 ms [2022-04-11 17:30:34 main:574] : INFO : Epoch 2026 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 1133.35 ms [2022-04-11 17:30:35 main:574] : INFO : Epoch 2027 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1130.22 ms [2022-04-11 17:30:36 main:574] : INFO : Epoch 2028 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 1135.12 ms [2022-04-11 17:30:38 main:574] : INFO : Epoch 2029 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 1163.92 ms [2022-04-11 17:30:39 main:574] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311774 | Time: 1139.41 ms [2022-04-11 17:30:40 main:574] : INFO : Epoch 2031 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 1130.46 ms [2022-04-11 17:30:41 main:574] : INFO : Epoch 2032 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1144.12 ms [2022-04-11 17:30:42 main:574] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1142.6 ms [2022-04-11 17:30:43 main:574] : INFO : Epoch 2034 | loss: 0.031169 | val_loss: 0.0311759 | Time: 1134.84 ms [2022-04-11 17:30:44 main:574] : INFO : Epoch 2035 | loss: 0.0311693 | val_loss: 0.0311782 | Time: 1143.64 ms [2022-04-11 17:30:46 main:574] : INFO : Epoch 2036 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1134.16 ms [2022-04-11 17:30:47 main:574] : INFO : Epoch 2037 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 1135.97 ms [2022-04-11 17:30:48 main:574] : INFO : Epoch 2038 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 1131.25 ms [2022-04-11 17:30:49 main:574] : INFO : Epoch 2039 | loss: 0.031172 | val_loss: 0.0311802 | Time: 1213.44 ms [2022-04-11 17:30:50 main:574] : INFO : Epoch 2040 | loss: 0.0311702 | val_loss: 0.0311801 | Time: 1187.93 ms [2022-04-11 17:30:51 main:574] : INFO : Epoch 2041 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 1140.35 ms [2022-04-11 17:30:53 main:574] : INFO : Epoch 2042 | loss: 0.0311698 | val_loss: 0.0311797 | Time: 1136.79 ms [2022-04-11 17:30:54 main:574] : INFO : Epoch 2043 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 1146.97 ms [2022-04-11 17:30:55 main:574] : INFO : Epoch 2044 | loss: 0.0311695 | val_loss: 0.0311764 | Time: 1134.6 ms [2022-04-11 17:30:56 main:574] : INFO : Epoch 2045 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 1131.29 ms [2022-04-11 17:30:57 main:574] : INFO : Epoch 2046 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 1139.81 ms [2022-04-11 17:30:58 main:574] : INFO : Epoch 2047 | loss: 0.0311715 | val_loss: 0.03118 | Time: 1136.08 ms [2022-04-11 17:30:59 main:574] : INFO : Epoch 2048 | loss: 0.0311703 | val_loss: 0.0311807 | Time: 1135.05 ms [2022-04-11 17:30:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807 [2022-04-11 17:30:59 main:603] : INFO : Saving end state to config to file [2022-04-11 17:30:59 main:608] : INFO : Success, exiting.. 17:30:59 (5544): 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)