Task 12633812
| Name | ParityModified-1639963819-10619-3-0_1 |
| Workunit | 8752826 |
| Created | 7 Mar 2022, 7:11:23 UTC |
| Sent | 7 Mar 2022, 8:49:51 UTC |
| Report deadline | 15 Mar 2022, 8:49:51 UTC |
| Received | 7 Mar 2022, 10:43:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 4 sec |
| CPU time | 39 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311797 | val_loss: 0.031182 | Time: 1187.96 ms [2022-03-07 03:33:18 main:574] : INFO : Epoch 1543 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 1183.21 ms [2022-03-07 03:33:20 main:574] : INFO : Epoch 1544 | loss: 0.0311866 | val_loss: 0.031182 | Time: 1183.73 ms [2022-03-07 03:33:21 main:574] : INFO : Epoch 1545 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 1178.96 ms [2022-03-07 03:33:22 main:574] : INFO : Epoch 1546 | loss: 0.0311799 | val_loss: 0.031179 | Time: 1188.39 ms [2022-03-07 03:33:23 main:574] : INFO : Epoch 1547 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 1181.09 ms [2022-03-07 03:33:24 main:574] : INFO : Epoch 1548 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1202.4 ms [2022-03-07 03:33:26 main:574] : INFO : Epoch 1549 | loss: 0.0311783 | val_loss: 0.0311785 | Time: 1192.43 ms [2022-03-07 03:33:27 main:574] : INFO : Epoch 1550 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 1181.98 ms [2022-03-07 03:33:28 main:574] : INFO : Epoch 1551 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 1186.63 ms [2022-03-07 03:33:29 main:574] : INFO : Epoch 1552 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 1201.08 ms [2022-03-07 03:33:30 main:574] : INFO : Epoch 1553 | loss: 0.0311797 | val_loss: 0.0311869 | Time: 1207.64 ms [2022-03-07 03:33:32 main:574] : INFO : Epoch 1554 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 1208.85 ms [2022-03-07 03:33:33 main:574] : INFO : Epoch 1555 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 1214.73 ms [2022-03-07 03:33:34 main:574] : INFO : Epoch 1556 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 1188.62 ms [2022-03-07 03:33:35 main:574] : INFO : Epoch 1557 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 1197.94 ms [2022-03-07 03:33:36 main:574] : INFO : Epoch 1558 | loss: 0.0311785 | val_loss: 0.0311827 | Time: 1200.88 ms [2022-03-07 03:33:38 main:574] : INFO : Epoch 1559 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 1171.26 ms [2022-03-07 03:33:39 main:574] : INFO : Epoch 1560 | loss: 0.031177 | val_loss: 0.0311808 | Time: 1181.24 ms [2022-03-07 03:33:40 main:574] : INFO : Epoch 1561 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 1183.75 ms [2022-03-07 03:33:41 main:574] : INFO : Epoch 1562 | loss: 0.031177 | val_loss: 0.031179 | Time: 1188.91 ms [2022-03-07 03:33:42 main:574] : INFO : Epoch 1563 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 1191.39 ms [2022-03-07 03:33:43 main:574] : INFO : Epoch 1564 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1177.11 ms [2022-03-07 03:33:45 main:574] : INFO : Epoch 1565 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 1178.99 ms [2022-03-07 03:33:46 main:574] : INFO : Epoch 1566 | loss: 0.0311813 | val_loss: 0.0311797 | Time: 1188.09 ms [2022-03-07 03:33:47 main:574] : INFO : Epoch 1567 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 1167.86 ms [2022-03-07 03:33:48 main:574] : INFO : Epoch 1568 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 1198.99 ms [2022-03-07 03:33:49 main:574] : INFO : Epoch 1569 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1180.53 ms [2022-03-07 03:33:51 main:574] : INFO : Epoch 1570 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1183.58 ms [2022-03-07 03:33:52 main:574] : INFO : Epoch 1571 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 1180.68 ms [2022-03-07 03:33:53 main:574] : INFO : Epoch 1572 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1197.65 ms [2022-03-07 03:33:54 main:574] : INFO : Epoch 1573 | loss: 0.031177 | val_loss: 0.0311779 | Time: 1177.93 ms [2022-03-07 03:33:55 main:574] : INFO : Epoch 1574 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 1204.22 ms [2022-03-07 03:33:56 main:574] : INFO : Epoch 1575 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1183.16 ms [2022-03-07 03:33:58 main:574] : INFO : Epoch 1576 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 1197.11 ms [2022-03-07 03:33:59 main:574] : INFO : Epoch 1577 | loss: 0.031177 | val_loss: 0.0311794 | Time: 1193.36 ms [2022-03-07 03:34:00 main:574] : INFO : Epoch 1578 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 1199.76 ms [2022-03-07 03:34:01 main:574] : INFO : Epoch 1579 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 1211.59 ms [2022-03-07 03:34:02 main:574] : INFO : Epoch 1580 | loss: 0.031177 | val_loss: 0.0311794 | Time: 1169.63 ms [2022-03-07 03:34:04 main:574] : INFO : Epoch 1581 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 1185.52 ms [2022-03-07 03:34:05 main:574] : INFO : Epoch 1582 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 1172.67 ms [2022-03-07 03:34:06 main:574] : INFO : Epoch 1583 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 1182.94 ms [2022-03-07 03:34:07 main:574] : INFO : Epoch 1584 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 1185.29 ms [2022-03-07 03:34:08 main:574] : INFO : Epoch 1585 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 1182.64 ms [2022-03-07 03:34:10 main:574] : INFO : Epoch 1586 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 1179.46 ms [2022-03-07 03:34:11 main:574] : INFO : Epoch 1587 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 1190.07 ms [2022-03-07 03:34:12 main:574] : INFO : Epoch 1588 | loss: 0.031178 | val_loss: 0.0311791 | Time: 1180.39 ms [2022-03-07 03:34:13 main:574] : INFO : Epoch 1589 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 1174.79 ms [2022-03-07 03:34:14 main:574] : INFO : Epoch 1590 | loss: 0.031183 | val_loss: 0.0311829 | Time: 1189.35 ms [2022-03-07 03:34:16 main:574] : INFO : Epoch 1591 | loss: 0.031187 | val_loss: 0.0311874 | Time: 1197.64 ms [2022-03-07 03:34:17 main:574] : INFO : Epoch 1592 | loss: 0.0311863 | val_loss: 0.0311829 | Time: 1200.91 ms [2022-03-07 03:34:18 main:574] : INFO : Epoch 1593 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1182.44 ms [2022-03-07 03:34:19 main:574] : INFO : Epoch 1594 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 1185.26 ms [2022-03-07 03:34:20 main:574] : INFO : Epoch 1595 | loss: 0.0311857 | val_loss: 0.0311911 | Time: 1198.14 ms [2022-03-07 03:34:21 main:574] : INFO : Epoch 1596 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 1197.89 ms [2022-03-07 03:34:23 main:574] : INFO : Epoch 1597 | loss: 0.0311863 | val_loss: 0.0311826 | Time: 1182.95 ms [2022-03-07 03:34:24 main:574] : INFO : Epoch 1598 | loss: 0.0311833 | val_loss: 0.0311835 | Time: 1190.09 ms [2022-03-07 03:34:25 main:574] : INFO : Epoch 1599 | loss: 0.0311846 | val_loss: 0.0311829 | Time: 1202.41 ms [2022-03-07 03:34:26 main:574] : INFO : Epoch 1600 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 1178.83 ms [2022-03-07 03:34:27 main:574] : INFO : Epoch 1601 | loss: 0.0311832 | val_loss: 0.0311825 | Time: 1205.69 ms [2022-03-07 03:34:29 main:574] : INFO : Epoch 1602 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 1191.86 ms [2022-03-07 03:34:30 main:574] : INFO : Epoch 1603 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 1177.4 ms [2022-03-07 03:34:31 main:574] : INFO : Epoch 1604 | loss: 0.0311842 | val_loss: 0.031185 | Time: 1182.16 ms [2022-03-07 03:34:32 main:574] : INFO : Epoch 1605 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1189.34 ms [2022-03-07 03:34:33 main:574] : INFO : Epoch 1606 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 1186.79 ms [2022-03-07 03:34:35 main:574] : INFO : Epoch 1607 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 1198.71 ms [2022-03-07 03:34:36 main:574] : INFO : Epoch 1608 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 1206.7 ms [2022-03-07 03:34:37 main:574] : INFO : Epoch 1609 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 1183.38 ms [2022-03-07 03:34:38 main:574] : INFO : Epoch 1610 | loss: 0.0311832 | val_loss: 0.0311863 | Time: 1208.34 ms [2022-03-07 03:34:39 main:574] : INFO : Epoch 1611 | loss: 0.0311835 | val_loss: 0.0311878 | Time: 1193.28 ms [2022-03-07 03:34:41 main:574] : INFO : Epoch 1612 | loss: 0.0311893 | val_loss: 0.0312088 | Time: 1189.25 ms [2022-03-07 03:34:42 main:574] : INFO : Epoch 1613 | loss: 0.031207 | val_loss: 0.0312298 | Time: 1174.09 ms [2022-03-07 03:34:43 main:574] : INFO : Epoch 1614 | loss: 0.0312049 | val_loss: 0.0311872 | Time: 1207.92 ms [2022-03-07 03:34:44 main:574] : INFO : Epoch 1615 | loss: 0.0311886 | val_loss: 0.031186 | Time: 1176.9 ms [2022-03-07 03:34:45 main:574] : INFO : Epoch 1616 | loss: 0.0311833 | val_loss: 0.031181 | Time: 1194.99 ms [2022-03-07 03:34:47 main:574] : INFO : Epoch 1617 | loss: 0.0311812 | val_loss: 0.0311824 | Time: 1192.7 ms [2022-03-07 03:34:48 main:574] : INFO : Epoch 1618 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 1203.45 ms [2022-03-07 03:34:49 main:574] : INFO : Epoch 1619 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 1204.53 ms [2022-03-07 03:34:50 main:574] : INFO : Epoch 1620 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 1284.61 ms [2022-03-07 03:34:52 main:574] : INFO : Epoch 1621 | loss: 0.0311825 | val_loss: 0.0311814 | Time: 1402.52 ms [2022-03-07 03:34:53 main:574] : INFO : Epoch 1622 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 1183.3 ms [2022-03-07 03:34:54 main:574] : INFO : Epoch 1623 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 1198.87 ms [2022-03-07 03:34:55 main:574] : INFO : Epoch 1624 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 1187.81 ms [2022-03-07 03:34:56 main:574] : INFO : Epoch 1625 | loss: 0.0311828 | val_loss: 0.0311823 | Time: 1209.49 ms [2022-03-07 03:34:58 main:574] : INFO : Epoch 1626 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 1200.95 ms [2022-03-07 03:34:59 main:574] : INFO : Epoch 1627 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 1202.7 ms [2022-03-07 03:35:00 main:574] : INFO : Epoch 1628 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 1203.53 ms [2022-03-07 03:35:01 main:574] : INFO : Epoch 1629 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 1192.81 ms [2022-03-07 03:35:02 main:574] : INFO : Epoch 1630 | loss: 0.0311809 | val_loss: 0.031181 | Time: 1193.37 ms [2022-03-07 03:35:04 main:574] : INFO : Epoch 1631 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 1202.33 ms [2022-03-07 03:35:05 main:574] : INFO : Epoch 1632 | loss: 0.0311797 | val_loss: 0.031181 | Time: 1206.91 ms [2022-03-07 03:35:06 main:574] : INFO : Epoch 1633 | loss: 0.0311794 | val_loss: 0.031181 | Time: 1190.31 ms [2022-03-07 03:35:07 main:574] : INFO : Epoch 1634 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1167.86 ms [2022-03-07 03:35:08 main:574] : INFO : Epoch 1635 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 1195.28 ms [2022-03-07 03:35:10 main:574] : INFO : Epoch 1636 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 1187.12 ms [2022-03-07 03:35:11 main:574] : INFO : Epoch 1637 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 1195.17 ms [2022-03-07 03:35:12 main:574] : INFO : Epoch 1638 | loss: 0.0311816 | val_loss: 0.0311814 | Time: 1216.18 ms [2022-03-07 03:35:13 main:574] : INFO : Epoch 1639 | loss: 0.031181 | val_loss: 0.0311823 | Time: 1192.65 ms [2022-03-07 03:35:14 main:574] : INFO : Epoch 1640 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 1204.4 ms [2022-03-07 03:35:16 main:574] : INFO : Epoch 1641 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 1197.12 ms [2022-03-07 03:35:17 main:574] : INFO : Epoch 1642 | loss: 0.03118 | val_loss: 0.0311814 | Time: 1201.77 ms [2022-03-07 03:35:18 main:574] : INFO : Epoch 1643 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 1216.92 ms [2022-03-07 03:35:19 main:574] : INFO : Epoch 1644 | loss: 0.0311807 | val_loss: 0.0311821 | Time: 1226.15 ms [2022-03-07 03:35:21 main:574] : INFO : Epoch 1645 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 1477.15 ms [2022-03-07 03:35:22 main:574] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 1186.68 ms [2022-03-07 03:35:23 main:574] : INFO : Epoch 1647 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 1183.61 ms [2022-03-07 03:35:25 main:574] : INFO : Epoch 1648 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 1198.27 ms [2022-03-07 03:35:26 main:574] : INFO : Epoch 1649 | loss: 0.0311789 | val_loss: 0.0311818 | Time: 1183.17 ms [2022-03-07 03:35:27 main:574] : INFO : Epoch 1650 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 1189.65 ms [2022-03-07 03:35:28 main:574] : INFO : Epoch 1651 | loss: 0.031179 | val_loss: 0.031183 | Time: 1187.42 ms [2022-03-07 03:35:29 main:574] : INFO : Epoch 1652 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 1197.37 ms [2022-03-07 03:35:31 main:574] : INFO : Epoch 1653 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1190.75 ms [2022-03-07 03:35:32 main:574] : INFO : Epoch 1654 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 1195.14 ms [2022-03-07 03:35:33 main:574] : INFO : Epoch 1655 | loss: 0.031179 | val_loss: 0.0311814 | Time: 1218.93 ms [2022-03-07 03:35:34 main:574] : INFO : Epoch 1656 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 1197.17 ms [2022-03-07 03:35:35 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 1184.67 ms [2022-03-07 03:35:37 main:574] : INFO : Epoch 1658 | loss: 0.0311792 | val_loss: 0.031181 | Time: 1190.25 ms [2022-03-07 03:35:38 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.031182 | Time: 1202.51 ms [2022-03-07 03:35:39 main:574] : INFO : Epoch 1660 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 1213.52 ms [2022-03-07 03:35:40 main:574] : INFO : Epoch 1661 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1195.47 ms [2022-03-07 03:35:41 main:574] : INFO : Epoch 1662 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 1202.77 ms [2022-03-07 03:35:43 main:574] : INFO : Epoch 1663 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1208.65 ms [2022-03-07 03:35:44 main:574] : INFO : Epoch 1664 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 1460.41 ms [2022-03-07 03:35:45 main:574] : INFO : Epoch 1665 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 1223.13 ms [2022-03-07 03:35:47 main:574] : INFO : Epoch 1666 | loss: 0.031179 | val_loss: 0.0311812 | Time: 1177.69 ms [2022-03-07 03:35:48 main:574] : INFO : Epoch 1667 | loss: 0.0311795 | val_loss: 0.0311864 | Time: 1176.59 ms [2022-03-07 03:35:49 main:574] : INFO : Epoch 1668 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 1195.78 ms [2022-03-07 03:35:50 main:574] : INFO : Epoch 1669 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 1174.47 ms [2022-03-07 03:35:51 main:574] : INFO : Epoch 1670 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 1190.15 ms [2022-03-07 03:35:53 main:574] : INFO : Epoch 1671 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 1168.04 ms [2022-03-07 03:35:54 main:574] : INFO : Epoch 1672 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 1192.42 ms [2022-03-07 03:35:55 main:574] : INFO : Epoch 1673 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 1201.89 ms [2022-03-07 03:35:56 main:574] : INFO : Epoch 1674 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1206.35 ms [2022-03-07 03:35:57 main:574] : INFO : Epoch 1675 | loss: 0.0311793 | val_loss: 0.0311807 | Time: 1201.97 ms [2022-03-07 03:35:59 main:574] : INFO : Epoch 1676 | loss: 0.0311801 | val_loss: 0.0311832 | Time: 1184.81 ms [2022-03-07 03:36:00 main:574] : INFO : Epoch 1677 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 1199.33 ms [2022-03-07 03:36:01 main:574] : INFO : Epoch 1678 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 1185.68 ms [2022-03-07 03:36:02 main:574] : INFO : Epoch 1679 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 1182.85 ms [2022-03-07 03:36:03 main:574] : INFO : Epoch 1680 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 1195.46 ms [2022-03-07 03:36:05 main:574] : INFO : Epoch 1681 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1203.67 ms [2022-03-07 03:36:06 main:574] : INFO : Epoch 1682 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 1201.28 ms [2022-03-07 03:36:07 main:574] : INFO : Epoch 1683 | loss: 0.0311784 | val_loss: 0.0311822 | Time: 1177.17 ms [2022-03-07 03:36:08 main:574] : INFO : Epoch 1684 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 1187.58 ms [2022-03-07 03:36:09 main:574] : INFO : Epoch 1685 | loss: 0.0311821 | val_loss: 0.031182 | Time: 1190.23 ms [2022-03-07 03:36:11 main:574] : INFO : Epoch 1686 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 1189.09 ms [2022-03-07 03:36:12 main:574] : INFO : Epoch 1687 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1190.45 ms [2022-03-07 03:36:13 main:574] : INFO : Epoch 1688 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1187.66 ms [2022-03-07 03:36:14 main:574] : INFO : Epoch 1689 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 1174.53 ms [2022-03-07 03:36:15 main:574] : INFO : Epoch 1690 | loss: 0.0311791 | val_loss: 0.0311836 | Time: 1192.53 ms [2022-03-07 03:36:17 main:574] : INFO : Epoch 1691 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 1189.94 ms [2022-03-07 03:36:18 main:574] : INFO : Epoch 1692 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 1197.24 ms [2022-03-07 03:36:19 main:574] : INFO : Epoch 1693 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 1186 ms [2022-03-07 03:36:20 main:574] : INFO : Epoch 1694 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1178.98 ms [2022-03-07 03:36:21 main:574] : INFO : Epoch 1695 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 1180.71 ms [2022-03-07 03:36:22 main:574] : INFO : Epoch 1696 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1189.09 ms [2022-03-07 03:36:24 main:574] : INFO : Epoch 1697 | loss: 0.0311784 | val_loss: 0.0311862 | Time: 1195.96 ms [2022-03-07 03:36:25 main:574] : INFO : Epoch 1698 | loss: 0.031179 | val_loss: 0.0311828 | Time: 1195.02 ms [2022-03-07 03:36:26 main:574] : INFO : Epoch 1699 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 1193.62 ms [2022-03-07 03:36:27 main:574] : INFO : Epoch 1700 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 1188.55 ms [2022-03-07 03:36:28 main:574] : INFO : Epoch 1701 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 1208.26 ms [2022-03-07 03:36:30 main:574] : INFO : Epoch 1702 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 1423.66 ms [2022-03-07 03:36:31 main:574] : INFO : Epoch 1703 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1229.95 ms [2022-03-07 03:36:32 main:574] : INFO : Epoch 1704 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 1184.91 ms [2022-03-07 03:36:34 main:574] : INFO : Epoch 1705 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 1207.81 ms [2022-03-07 03:36:35 main:574] : INFO : Epoch 1706 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 1221.35 ms [2022-03-07 03:36:36 main:574] : INFO : Epoch 1707 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 1225.87 ms [2022-03-07 03:36:37 main:574] : INFO : Epoch 1708 | loss: 0.0311797 | val_loss: 0.0311848 | Time: 1501.98 ms [2022-03-07 03:36:39 main:574] : INFO : Epoch 1709 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 1199.02 ms [2022-03-07 03:36:40 main:574] : INFO : Epoch 1710 | loss: 0.031179 | val_loss: 0.0311832 | Time: 1196.42 ms [2022-03-07 03:36:41 main:574] : INFO : Epoch 1711 | loss: 0.0311808 | val_loss: 0.0311837 | Time: 1192.14 ms [2022-03-07 03:36:42 main:574] : INFO : Epoch 1712 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 1209.07 ms [2022-03-07 03:36:43 main:574] : INFO : Epoch 1713 | loss: 0.0311793 | val_loss: 0.031183 | Time: 1176.19 ms [2022-03-07 03:36:45 main:574] : INFO : Epoch 1714 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 1191.69 ms [2022-03-07 03:36:46 main:574] : INFO : Epoch 1715 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 1202.64 ms [2022-03-07 03:36:47 main:574] : INFO : Epoch 1716 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 1197.65 ms [2022-03-07 03:36:48 main:574] : INFO : Epoch 1717 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 1176.82 ms [2022-03-07 03:36:49 main:574] : INFO : Epoch 1718 | loss: 0.0311797 | val_loss: 0.031184 | Time: 1196.53 ms [2022-03-07 03:36:51 main:574] : INFO : Epoch 1719 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 1204.52 ms [2022-03-07 03:36:52 main:574] : INFO : Epoch 1720 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1209.73 ms [2022-03-07 03:36:53 main:574] : INFO : Epoch 1721 | loss: 0.0311792 | val_loss: 0.031182 | Time: 1387.17 ms [2022-03-07 03:36:55 main:574] : INFO : Epoch 1722 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 1298.94 ms [2022-03-07 03:36:56 main:574] : INFO : Epoch 1723 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 1187.04 ms [2022-03-07 03:36:57 main:574] : INFO : Epoch 1724 | loss: 0.0311798 | val_loss: 0.031183 | Time: 1178.97 ms [2022-03-07 03:36:58 main:574] : INFO : Epoch 1725 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 1194.93 ms [2022-03-07 03:36:59 main:574] : INFO : Epoch 1726 | loss: 0.0311794 | val_loss: 0.0311857 | Time: 1189.43 ms [2022-03-07 03:37:01 main:574] : INFO : Epoch 1727 | loss: 0.0311815 | val_loss: 0.0311829 | Time: 1227.65 ms [2022-03-07 03:37:02 main:574] : INFO : Epoch 1728 | loss: 0.0311793 | val_loss: 0.0311883 | Time: 1314.18 ms [2022-03-07 03:37:03 main:574] : INFO : Epoch 1729 | loss: 0.031179 | val_loss: 0.0311824 | Time: 1228.99 ms [2022-03-07 03:37:04 main:574] : INFO : Epoch 1730 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 1180.2 ms [2022-03-07 03:37:06 main:574] : INFO : Epoch 1731 | loss: 0.0311803 | val_loss: 0.0311855 | Time: 1185.39 ms [2022-03-07 03:37:07 main:574] : INFO : Epoch 1732 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 1220.37 ms [2022-03-07 03:37:08 main:574] : INFO : Epoch 1733 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 1197.67 ms [2022-03-07 03:37:09 main:574] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 1182.79 ms [2022-03-07 03:37:10 main:574] : INFO : Epoch 1735 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 1189.39 ms [2022-03-07 03:37:12 main:574] : INFO : Epoch 1736 | loss: 0.031179 | val_loss: 0.0311837 | Time: 1200.74 ms [2022-03-07 03:37:13 main:574] : INFO : Epoch 1737 | loss: 0.031178 | val_loss: 0.0311836 | Time: 1202.63 ms [2022-03-07 03:37:14 main:574] : INFO : Epoch 1738 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 1204.43 ms [2022-03-07 03:37:15 main:574] : INFO : Epoch 1739 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 1202.08 ms [2022-03-07 03:37:17 main:574] : INFO : Epoch 1740 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 1212.39 ms [2022-03-07 03:37:18 main:574] : INFO : Epoch 1741 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 1209.49 ms [2022-03-07 03:37:19 main:574] : INFO : Epoch 1742 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 1220.9 ms [2022-03-07 03:37:20 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 1444.52 ms [2022-03-07 03:37:22 main:574] : INFO : Epoch 1744 | loss: 0.0311792 | val_loss: 0.0311876 | Time: 1234.8 ms [2022-03-07 03:37:23 main:574] : INFO : Epoch 1745 | loss: 0.0311804 | val_loss: 0.0311827 | Time: 1212.44 ms [2022-03-07 03:37:24 main:574] : INFO : Epoch 1746 | loss: 0.0311798 | val_loss: 0.031184 | Time: 1161.92 ms [2022-03-07 03:37:25 main:574] : INFO : Epoch 1747 | loss: 0.0311816 | val_loss: 0.0311829 | Time: 1181.28 ms [2022-03-07 03:37:26 main:574] : INFO : Epoch 1748 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 1192.23 ms [2022-03-07 03:37:28 main:574] : INFO : Epoch 1749 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 1206.75 ms [2022-03-07 03:37:29 main:574] : INFO : Epoch 1750 | loss: 0.0311796 | val_loss: 0.0311827 | Time: 1202.05 ms [2022-03-07 03:37:30 main:574] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.031182 | Time: 1212.42 ms [2022-03-07 03:37:31 main:574] : INFO : Epoch 1752 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 1202.56 ms [2022-03-07 03:37:32 main:574] : INFO : Epoch 1753 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 1191.29 ms [2022-03-07 03:37:34 main:574] : INFO : Epoch 1754 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 1184.29 ms [2022-03-07 03:37:35 main:574] : INFO : Epoch 1755 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 1178.14 ms [2022-03-07 03:37:36 main:574] : INFO : Epoch 1756 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 1200.99 ms [2022-03-07 03:37:37 main:574] : INFO : Epoch 1757 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 1206.48 ms [2022-03-07 03:37:38 main:574] : INFO : Epoch 1758 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 1195 ms [2022-03-07 03:37:40 main:574] : INFO : Epoch 1759 | loss: 0.0311781 | val_loss: 0.031181 | Time: 1191.01 ms [2022-03-07 03:37:41 main:574] : INFO : Epoch 1760 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1173.32 ms [2022-03-07 03:37:42 main:574] : INFO : Epoch 1761 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 1169.05 ms [2022-03-07 03:37:43 main:574] : INFO : Epoch 1762 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1188.5 ms [2022-03-07 03:37:44 main:574] : INFO : Epoch 1763 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1190.52 ms [2022-03-07 03:37:46 main:574] : INFO : Epoch 1764 | loss: 0.0311785 | val_loss: 0.031181 | Time: 1189.72 ms [2022-03-07 03:37:47 main:574] : INFO : Epoch 1765 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1189.48 ms [2022-03-07 03:37:48 main:574] : INFO : Epoch 1766 | loss: 0.031179 | val_loss: 0.0311813 | Time: 1204.73 ms [2022-03-07 03:37:49 main:574] : INFO : Epoch 1767 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1160.17 ms [2022-03-07 03:37:50 main:574] : INFO : Epoch 1768 | loss: 0.03118 | val_loss: 0.0311806 | Time: 1196.04 ms [2022-03-07 03:37:51 main:574] : INFO : Epoch 1769 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 1167.63 ms [2022-03-07 03:37:53 main:574] : INFO : Epoch 1770 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 1179.83 ms [2022-03-07 03:37:54 main:574] : INFO : Epoch 1771 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1201.29 ms [2022-03-07 03:37:55 main:574] : INFO : Epoch 1772 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 1182.77 ms [2022-03-07 03:37:56 main:574] : INFO : Epoch 1773 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 1190.54 ms [2022-03-07 03:37:57 main:574] : INFO : Epoch 1774 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 1192.99 ms [2022-03-07 03:37:59 main:574] : INFO : Epoch 1775 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1199.9 ms [2022-03-07 03:38:00 main:574] : INFO : Epoch 1776 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 1197.12 ms [2022-03-07 03:38:01 main:574] : INFO : Epoch 1777 | loss: 0.0311799 | val_loss: 0.031182 | Time: 1185.47 ms [2022-03-07 03:38:02 main:574] : INFO : Epoch 1778 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 1188.36 ms [2022-03-07 03:38:03 main:574] : INFO : Epoch 1779 | loss: 0.0311839 | val_loss: 0.0311829 | Time: 1203.56 ms [2022-03-07 03:38:05 main:574] : INFO : Epoch 1780 | loss: 0.031184 | val_loss: 0.031184 | Time: 1191.33 ms [2022-03-07 03:38:06 main:574] : INFO : Epoch 1781 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1177.99 ms [2022-03-07 03:38:07 main:574] : INFO : Epoch 1782 | loss: 0.0311828 | val_loss: 0.031182 | Time: 1199.76 ms [2022-03-07 03:38:08 main:574] : INFO : Epoch 1783 | loss: 0.0311833 | val_loss: 0.0311824 | Time: 1193.28 ms [2022-03-07 03:38:09 main:574] : INFO : Epoch 1784 | loss: 0.0311843 | val_loss: 0.0311812 | Time: 1215.03 ms [2022-03-07 03:38:11 main:574] : INFO : Epoch 1785 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1182.74 ms [2022-03-07 03:38:12 main:574] : INFO : Epoch 1786 | loss: 0.031182 | val_loss: 0.0311852 | Time: 1201.31 ms [2022-03-07 03:38:13 main:574] : INFO : Epoch 1787 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1186.04 ms [2022-03-07 03:38:14 main:574] : INFO : Epoch 1788 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 1208.15 ms [2022-03-07 03:38:15 main:574] : INFO : Epoch 1789 | loss: 0.0311832 | val_loss: 0.0311825 | Time: 1196.35 ms [2022-03-07 03:38:17 main:574] : INFO : Epoch 1790 | loss: 0.031182 | val_loss: 0.0311841 | Time: 1183.17 ms [2022-03-07 03:38:18 main:574] : INFO : Epoch 1791 | loss: 0.0311825 | val_loss: 0.0311815 | Time: 1169.28 ms [2022-03-07 03:38:19 main:574] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.0311828 | Time: 1189.01 ms [2022-03-07 03:38:20 main:574] : INFO : Epoch 1793 | loss: 0.0311833 | val_loss: 0.0311831 | Time: 1180.44 ms [2022-03-07 03:38:21 main:574] : INFO : Epoch 1794 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 1185.17 ms [2022-03-07 03:38:22 main:574] : INFO : Epoch 1795 | loss: 0.0311824 | val_loss: 0.0311821 | Time: 1178.06 ms [2022-03-07 03:38:24 main:574] : INFO : Epoch 1796 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 1183.58 ms [2022-03-07 03:38:25 main:574] : INFO : Epoch 1797 | loss: 0.0311835 | val_loss: 0.0311814 | Time: 1182.88 ms [2022-03-07 03:38:26 main:574] : INFO : Epoch 1798 | loss: 0.0311834 | val_loss: 0.0311823 | Time: 1191.24 ms [2022-03-07 03:38:27 main:574] : INFO : Epoch 1799 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 1189.76 ms [2022-03-07 03:38:28 main:574] : INFO : Epoch 1800 | loss: 0.0311833 | val_loss: 0.031186 | Time: 1187.73 ms [2022-03-07 03:38:30 main:574] : INFO : Epoch 1801 | loss: 0.0311826 | val_loss: 0.031182 | Time: 1193.12 ms [2022-03-07 03:38:31 main:574] : INFO : Epoch 1802 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 1199.41 ms [2022-03-07 03:38:32 main:574] : INFO : Epoch 1803 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 1166.47 ms [2022-03-07 03:38:33 main:574] : INFO : Epoch 1804 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 1208.07 ms [2022-03-07 03:38:34 main:574] : INFO : Epoch 1805 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 1158.59 ms [2022-03-07 03:38:36 main:574] : INFO : Epoch 1806 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 1192.21 ms [2022-03-07 03:38:37 main:574] : INFO : Epoch 1807 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 1158.93 ms [2022-03-07 03:38:38 main:574] : INFO : Epoch 1808 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 1175.76 ms [2022-03-07 03:38:39 main:574] : INFO : Epoch 1809 | loss: 0.0311819 | val_loss: 0.0311824 | Time: 1183.6 ms [2022-03-07 03:38:40 main:574] : INFO : Epoch 1810 | loss: 0.0311821 | val_loss: 0.031183 | Time: 1185.57 ms [2022-03-07 03:38:41 main:574] : INFO : Epoch 1811 | loss: 0.0311826 | val_loss: 0.0311823 | Time: 1165.61 ms [2022-03-07 03:38:43 main:574] : INFO : Epoch 1812 | loss: 0.031183 | val_loss: 0.0311822 | Time: 1191.71 ms [2022-03-07 03:38:44 main:574] : INFO : Epoch 1813 | loss: 0.0311823 | val_loss: 0.0311814 | Time: 1201.11 ms [2022-03-07 03:38:45 main:574] : INFO : Epoch 1814 | loss: 0.0311819 | val_loss: 0.0311819 | Time: 1192.01 ms [2022-03-07 03:38:46 main:574] : INFO : Epoch 1815 | loss: 0.031182 | val_loss: 0.0311858 | Time: 1199.73 ms [2022-03-07 03:38:47 main:574] : INFO : Epoch 1816 | loss: 0.0311857 | val_loss: 0.0311827 | Time: 1191.4 ms [2022-03-07 03:38:49 main:574] : INFO : Epoch 1817 | loss: 0.0311834 | val_loss: 0.0311824 | Time: 1181.18 ms [2022-03-07 03:38:50 main:574] : INFO : Epoch 1818 | loss: 0.0311815 | val_loss: 0.031182 | Time: 1208.53 ms [2022-03-07 03:38:51 main:574] : INFO : Epoch 1819 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 1184.5 ms [2022-03-07 03:38:52 main:574] : INFO : Epoch 1820 | loss: 0.0311825 | val_loss: 0.0311829 | Time: 1191.78 ms [2022-03-07 03:38:53 main:574] : INFO : Epoch 1821 | loss: 0.031183 | val_loss: 0.0311855 | Time: 1217.75 ms [2022-03-07 03:38:55 main:574] : INFO : Epoch 1822 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 1201.32 ms [2022-03-07 03:38:56 main:574] : INFO : Epoch 1823 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 1185.59 ms [2022-03-07 03:38:57 main:574] : INFO : Epoch 1824 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 1198.46 ms [2022-03-07 03:38:58 main:574] : INFO : Epoch 1825 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 1180.09 ms [2022-03-07 03:38:59 main:574] : INFO : Epoch 1826 | loss: 0.0311806 | val_loss: 0.0311832 | Time: 1187.2 ms [2022-03-07 03:39:01 main:574] : INFO : Epoch 1827 | loss: 0.0311811 | val_loss: 0.031183 | Time: 1182.61 ms [2022-03-07 03:39:02 main:574] : INFO : Epoch 1828 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 1185.64 ms [2022-03-07 03:39:03 main:574] : INFO : Epoch 1829 | loss: 0.0311808 | val_loss: 0.0311846 | Time: 1199.27 ms [2022-03-07 03:39:04 main:574] : INFO : Epoch 1830 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 1189.81 ms [2022-03-07 03:39:05 main:574] : INFO : Epoch 1831 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 1181.07 ms [2022-03-07 03:39:06 main:574] : INFO : Epoch 1832 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 1185.25 ms [2022-03-07 03:39:08 main:574] : INFO : Epoch 1833 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 1186.94 ms [2022-03-07 03:39:09 main:574] : INFO : Epoch 1834 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 1181.31 ms [2022-03-07 03:39:10 main:574] : INFO : Epoch 1835 | loss: 0.0311832 | val_loss: 0.0311877 | Time: 1189.79 ms [2022-03-07 03:39:11 main:574] : INFO : Epoch 1836 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 1171.44 ms [2022-03-07 03:39:12 main:574] : INFO : Epoch 1837 | loss: 0.031184 | val_loss: 0.0311811 | Time: 1194.03 ms [2022-03-07 03:39:14 main:574] : INFO : Epoch 1838 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 1177.53 ms [2022-03-07 03:39:15 main:574] : INFO : Epoch 1839 | loss: 0.031181 | val_loss: 0.0311818 | Time: 1204.9 ms [2022-03-07 03:39:16 main:574] : INFO : Epoch 1840 | loss: 0.0311807 | val_loss: 0.0311825 | Time: 1168.29 ms [2022-03-07 03:39:17 main:574] : INFO : Epoch 1841 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 1191.41 ms [2022-03-07 03:39:18 main:574] : INFO : Epoch 1842 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 1189.79 ms [2022-03-07 03:39:20 main:574] : INFO : Epoch 1843 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 1182.15 ms [2022-03-07 03:39:21 main:574] : INFO : Epoch 1844 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 1170.31 ms [2022-03-07 03:39:22 main:574] : INFO : Epoch 1845 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1194.64 ms [2022-03-07 03:39:23 main:574] : INFO : Epoch 1846 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1206.06 ms [2022-03-07 03:39:24 main:574] : INFO : Epoch 1847 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 1180.79 ms [2022-03-07 03:39:25 main:574] : INFO : Epoch 1848 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 1186.36 ms [2022-03-07 03:39:27 main:574] : INFO : Epoch 1849 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 1175.95 ms [2022-03-07 03:39:28 main:574] : INFO : Epoch 1850 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 1174.01 ms [2022-03-07 03:39:29 main:574] : INFO : Epoch 1851 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 1175.68 ms [2022-03-07 03:39:30 main:574] : INFO : Epoch 1852 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 1185.75 ms [2022-03-07 03:39:31 main:574] : INFO : Epoch 1853 | loss: 0.031184 | val_loss: 0.0311841 | Time: 1185.65 ms [2022-03-07 03:39:33 main:574] : INFO : Epoch 1854 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 1186.73 ms [2022-03-07 03:39:34 main:574] : INFO : Epoch 1855 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 1175.98 ms [2022-03-07 03:39:35 main:574] : INFO : Epoch 1856 | loss: 0.0311819 | val_loss: 0.0311882 | Time: 1187.86 ms [2022-03-07 03:39:36 main:574] : INFO : Epoch 1857 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 1184.29 ms [2022-03-07 03:39:37 main:574] : INFO : Epoch 1858 | loss: 0.0311812 | val_loss: 0.0311857 | Time: 1172.19 ms [2022-03-07 03:39:38 main:574] : INFO : Epoch 1859 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 1190.08 ms [2022-03-07 03:39:40 main:574] : INFO : Epoch 1860 | loss: 0.03118 | val_loss: 0.0311817 | Time: 1192.14 ms [2022-03-07 03:39:41 main:574] : INFO : Epoch 1861 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 1179.7 ms [2022-03-07 03:39:42 main:574] : INFO : Epoch 1862 | loss: 0.0311815 | val_loss: 0.031183 | Time: 1211.99 ms [2022-03-07 03:39:43 main:574] : INFO : Epoch 1863 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 1193.78 ms [2022-03-07 03:39:44 main:574] : INFO : Epoch 1864 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 1195.39 ms [2022-03-07 03:39:46 main:574] : INFO : Epoch 1865 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 1170.32 ms [2022-03-07 03:39:47 main:574] : INFO : Epoch 1866 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 1197.2 ms [2022-03-07 03:39:48 main:574] : INFO : Epoch 1867 | loss: 0.031179 | val_loss: 0.0311851 | Time: 1184.84 ms [2022-03-07 03:39:49 main:574] : INFO : Epoch 1868 | loss: 0.0311801 | val_loss: 0.0311837 | Time: 1178.85 ms [2022-03-07 03:39:50 main:574] : INFO : Epoch 1869 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 1200.81 ms [2022-03-07 03:39:52 main:574] : INFO : Epoch 1870 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 1186.54 ms [2022-03-07 03:39:53 main:574] : INFO : Epoch 1871 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 1190.55 ms [2022-03-07 03:39:54 main:574] : INFO : Epoch 1872 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 1191.16 ms [2022-03-07 03:39:55 main:574] : INFO : Epoch 1873 | loss: 0.0311805 | val_loss: 0.0311853 | Time: 1208.14 ms [2022-03-07 03:39:56 main:574] : INFO : Epoch 1874 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 1195.47 ms [2022-03-07 03:39:58 main:574] : INFO : Epoch 1875 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 1194.37 ms [2022-03-07 03:39:59 main:574] : INFO : Epoch 1876 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 1204.56 ms [2022-03-07 03:40:00 main:574] : INFO : Epoch 1877 | loss: 0.0311812 | val_loss: 0.0311831 | Time: 1180.76 ms [2022-03-07 03:40:01 main:574] : INFO : Epoch 1878 | loss: 0.031179 | val_loss: 0.0311832 | Time: 1164.96 ms [2022-03-07 03:40:02 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 1181.22 ms [2022-03-07 03:40:04 main:574] : INFO : Epoch 1880 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 1194.78 ms [2022-03-07 03:40:05 main:574] : INFO : Epoch 1881 | loss: 0.0311825 | val_loss: 0.0311898 | Time: 1178.15 ms [2022-03-07 03:40:06 main:574] : INFO : Epoch 1882 | loss: 0.0311839 | val_loss: 0.0311873 | Time: 1175.45 ms [2022-03-07 03:40:07 main:574] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 1199.18 ms [2022-03-07 03:40:08 main:574] : INFO : Epoch 1884 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 1188.61 ms [2022-03-07 03:40:09 main:574] : INFO : Epoch 1885 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 1179.09 ms [2022-03-07 03:40:11 main:574] : INFO : Epoch 1886 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1202.04 ms [2022-03-07 03:40:12 main:574] : INFO : Epoch 1887 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 1180.98 ms [2022-03-07 03:40:13 main:574] : INFO : Epoch 1888 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 1192.06 ms [2022-03-07 03:40:14 main:574] : INFO : Epoch 1889 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 1201.84 ms [2022-03-07 03:40:15 main:574] : INFO : Epoch 1890 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 1192.36 ms [2022-03-07 03:40:17 main:574] : INFO : Epoch 1891 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 1191 ms [2022-03-07 03:40:18 main:574] : INFO : Epoch 1892 | loss: 0.0311786 | val_loss: 0.0311858 | Time: 1173.85 ms [2022-03-07 03:40:19 main:574] : INFO : Epoch 1893 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 1192.65 ms [2022-03-07 03:40:20 main:574] : INFO : Epoch 1894 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1180.44 ms [2022-03-07 03:40:21 main:574] : INFO : Epoch 1895 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 1186.84 ms [2022-03-07 03:40:23 main:574] : INFO : Epoch 1896 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 1184.05 ms [2022-03-07 03:40:24 main:574] : INFO : Epoch 1897 | loss: 0.0311782 | val_loss: 0.031183 | Time: 1174.41 ms [2022-03-07 03:40:25 main:574] : INFO : Epoch 1898 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 1196.05 ms [2022-03-07 03:40:26 main:574] : INFO : Epoch 1899 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 1181.56 ms [2022-03-07 03:40:27 main:574] : INFO : Epoch 1900 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 1195.35 ms [2022-03-07 03:40:28 main:574] : INFO : Epoch 1901 | loss: 0.0311793 | val_loss: 0.0311855 | Time: 1185.1 ms [2022-03-07 03:40:30 main:574] : INFO : Epoch 1902 | loss: 0.0311787 | val_loss: 0.0311825 | Time: 1185.61 ms [2022-03-07 03:40:31 main:574] : INFO : Epoch 1903 | loss: 0.0311782 | val_loss: 0.0311838 | Time: 1201 ms [2022-03-07 03:40:32 main:574] : INFO : Epoch 1904 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 1196.54 ms [2022-03-07 03:40:33 main:574] : INFO : Epoch 1905 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 1178.06 ms [2022-03-07 03:40:34 main:574] : INFO : Epoch 1906 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 1192.67 ms [2022-03-07 03:40:36 main:574] : INFO : Epoch 1907 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 1188.76 ms [2022-03-07 03:40:37 main:574] : INFO : Epoch 1908 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 1193.68 ms [2022-03-07 03:40:38 main:574] : INFO : Epoch 1909 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 1186.91 ms [2022-03-07 03:40:39 main:574] : INFO : Epoch 1910 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 1171.84 ms [2022-03-07 03:40:40 main:574] : INFO : Epoch 1911 | loss: 0.031178 | val_loss: 0.0311818 | Time: 1187.47 ms [2022-03-07 03:40:42 main:574] : INFO : Epoch 1912 | loss: 0.0311778 | val_loss: 0.0311826 | Time: 1191.61 ms [2022-03-07 03:40:43 main:574] : INFO : Epoch 1913 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 1196.03 ms [2022-03-07 03:40:44 main:574] : INFO : Epoch 1914 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 1190.24 ms [2022-03-07 03:40:45 main:574] : INFO : Epoch 1915 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 1177.04 ms [2022-03-07 03:40:46 main:574] : INFO : Epoch 1916 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 1181.47 ms [2022-03-07 03:40:47 main:574] : INFO : Epoch 1917 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 1191.02 ms [2022-03-07 03:40:49 main:574] : INFO : Epoch 1918 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 1181.82 ms [2022-03-07 03:40:50 main:574] : INFO : Epoch 1919 | loss: 0.0311796 | val_loss: 0.0311839 | Time: 1176.3 ms [2022-03-07 03:40:51 main:574] : INFO : Epoch 1920 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 1173.95 ms [2022-03-07 03:40:52 main:574] : INFO : Epoch 1921 | loss: 0.0311778 | val_loss: 0.031184 | Time: 1196.03 ms [2022-03-07 03:40:53 main:574] : INFO : Epoch 1922 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 1191.66 ms [2022-03-07 03:40:55 main:574] : INFO : Epoch 1923 | loss: 0.0311802 | val_loss: 0.0311853 | Time: 1181.36 ms [2022-03-07 03:40:56 main:574] : INFO : Epoch 1924 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1179.91 ms [2022-03-07 03:40:57 main:574] : INFO : Epoch 1925 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 1197.94 ms [2022-03-07 03:40:58 main:574] : INFO : Epoch 1926 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 1188.03 ms [2022-03-07 03:40:59 main:574] : INFO : Epoch 1927 | loss: 0.0311778 | val_loss: 0.031183 | Time: 1176.47 ms [2022-03-07 03:41:01 main:574] : INFO : Epoch 1928 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 1175.75 ms [2022-03-07 03:41:02 main:574] : INFO : Epoch 1929 | loss: 0.031177 | val_loss: 0.0311837 | Time: 1205.48 ms [2022-03-07 03:41:03 main:574] : INFO : Epoch 1930 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 1187.14 ms [2022-03-07 03:41:04 main:574] : INFO : Epoch 1931 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1194.18 ms [2022-03-07 03:41:05 main:574] : INFO : Epoch 1932 | loss: 0.0311793 | val_loss: 0.031183 | Time: 1202.57 ms [2022-03-07 03:41:07 main:574] : INFO : Epoch 1933 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 1204.38 ms [2022-03-07 03:41:08 main:574] : INFO : Epoch 1934 | loss: 0.0311781 | val_loss: 0.0311833 | Time: 1176.43 ms [2022-03-07 03:41:09 main:574] : INFO : Epoch 1935 | loss: 0.0311774 | val_loss: 0.0311887 | Time: 1196.85 ms [2022-03-07 03:41:10 main:574] : INFO : Epoch 1936 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 1206.13 ms [2022-03-07 03:41:11 main:574] : INFO : Epoch 1937 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 1200.83 ms [2022-03-07 03:41:13 main:574] : INFO : Epoch 1938 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 1207.18 ms [2022-03-07 03:41:14 main:574] : INFO : Epoch 1939 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 1182.48 ms [2022-03-07 03:41:15 main:574] : INFO : Epoch 1940 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 1215.04 ms [2022-03-07 03:41:16 main:574] : INFO : Epoch 1941 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 1200.86 ms [2022-03-07 03:41:17 main:574] : INFO : Epoch 1942 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 1159.2 ms [2022-03-07 03:41:19 main:574] : INFO : Epoch 1943 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 1185.96 ms [2022-03-07 03:41:20 main:574] : INFO : Epoch 1944 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 1196.09 ms [2022-03-07 03:41:21 main:574] : INFO : Epoch 1945 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 1192.58 ms [2022-03-07 03:41:22 main:574] : INFO : Epoch 1946 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 1192.31 ms [2022-03-07 03:41:23 main:574] : INFO : Epoch 1947 | loss: 0.0311761 | val_loss: 0.031183 | Time: 1206.05 ms [2022-03-07 03:41:24 main:574] : INFO : Epoch 1948 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1196.29 ms [2022-03-07 03:41:26 main:574] : INFO : Epoch 1949 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 1201.39 ms [2022-03-07 03:41:27 main:574] : INFO : Epoch 1950 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 1211.3 ms [2022-03-07 03:41:28 main:574] : INFO : Epoch 1951 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 1179.02 ms [2022-03-07 03:41:29 main:574] : INFO : Epoch 1952 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 1185.78 ms [2022-03-07 03:41:30 main:574] : INFO : Epoch 1953 | loss: 0.031176 | val_loss: 0.0311824 | Time: 1191.33 ms [2022-03-07 03:41:32 main:574] : INFO : Epoch 1954 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 1184.49 ms [2022-03-07 03:41:33 main:574] : INFO : Epoch 1955 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 1188.24 ms [2022-03-07 03:41:34 main:574] : INFO : Epoch 1956 | loss: 0.0311766 | val_loss: 0.0311827 | Time: 1185.87 ms [2022-03-07 03:41:35 main:574] : INFO : Epoch 1957 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 1172.64 ms [2022-03-07 03:41:36 main:574] : INFO : Epoch 1958 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1180.9 ms [2022-03-07 03:41:38 main:574] : INFO : Epoch 1959 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 1202.43 ms [2022-03-07 03:41:39 main:574] : INFO : Epoch 1960 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 1210.39 ms [2022-03-07 03:41:40 main:574] : INFO : Epoch 1961 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1183.23 ms [2022-03-07 03:41:41 main:574] : INFO : Epoch 1962 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 1193.16 ms [2022-03-07 03:41:42 main:574] : INFO : Epoch 1963 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 1198.08 ms [2022-03-07 03:41:44 main:574] : INFO : Epoch 1964 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 1197.9 ms [2022-03-07 03:41:45 main:574] : INFO : Epoch 1965 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 1194.11 ms [2022-03-07 03:41:46 main:574] : INFO : Epoch 1966 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 1175.5 ms [2022-03-07 03:41:47 main:574] : INFO : Epoch 1967 | loss: 0.0311766 | val_loss: 0.0311891 | Time: 1183.12 ms [2022-03-07 03:41:48 main:574] : INFO : Epoch 1968 | loss: 0.0311768 | val_loss: 0.031183 | Time: 1170.65 ms [2022-03-07 03:41:49 main:574] : INFO : Epoch 1969 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 1188.31 ms [2022-03-07 03:41:51 main:574] : INFO : Epoch 1970 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 1178.38 ms [2022-03-07 03:41:52 main:574] : INFO : Epoch 1971 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 1183.21 ms [2022-03-07 03:41:53 main:574] : INFO : Epoch 1972 | loss: 0.0311755 | val_loss: 0.0311877 | Time: 1171.6 ms [2022-03-07 03:41:54 main:574] : INFO : Epoch 1973 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 1187.31 ms [2022-03-07 03:41:55 main:574] : INFO : Epoch 1974 | loss: 0.0311846 | val_loss: 0.0311953 | Time: 1184.48 ms [2022-03-07 03:41:57 main:574] : INFO : Epoch 1975 | loss: 0.0369074 | val_loss: 0.0335399 | Time: 1198.04 ms [2022-03-07 03:41:58 main:574] : INFO : Epoch 1976 | loss: 0.0322121 | val_loss: 0.0313539 | Time: 1195.71 ms [2022-03-07 03:41:59 main:574] : INFO : Epoch 1977 | loss: 0.0313471 | val_loss: 0.0312774 | Time: 1192.8 ms [2022-03-07 03:42:00 main:574] : INFO : Epoch 1978 | loss: 0.03126 | val_loss: 0.0312453 | Time: 1187.98 ms [2022-03-07 03:42:01 main:574] : INFO : Epoch 1979 | loss: 0.0312358 | val_loss: 0.0312298 | Time: 1195.57 ms [2022-03-07 03:42:03 main:574] : INFO : Epoch 1980 | loss: 0.0312232 | val_loss: 0.0312217 | Time: 1202.29 ms [2022-03-07 03:42:04 main:574] : INFO : Epoch 1981 | loss: 0.0312161 | val_loss: 0.0312105 | Time: 1193.87 ms [2022-03-07 03:42:05 main:574] : INFO : Epoch 1982 | loss: 0.0312119 | val_loss: 0.031208 | Time: 1195.82 ms [2022-03-07 03:42:06 main:574] : INFO : Epoch 1983 | loss: 0.0312092 | val_loss: 0.0312043 | Time: 1173.75 ms [2022-03-07 03:42:07 main:574] : INFO : Epoch 1984 | loss: 0.0312074 | val_loss: 0.031202 | Time: 1180.68 ms [2022-03-07 03:42:09 main:574] : INFO : Epoch 1985 | loss: 0.0312056 | val_loss: 0.0311993 | Time: 1201.1 ms [2022-03-07 03:42:10 main:574] : INFO : Epoch 1986 | loss: 0.0312033 | val_loss: 0.0311966 | Time: 1182.33 ms [2022-03-07 03:42:11 main:574] : INFO : Epoch 1987 | loss: 0.0312008 | val_loss: 0.031194 | Time: 1190.6 ms [2022-03-07 03:42:12 main:574] : INFO : Epoch 1988 | loss: 0.0311992 | val_loss: 0.0311927 | Time: 1187.23 ms [2022-03-07 03:42:13 main:574] : INFO : Epoch 1989 | loss: 0.0311977 | val_loss: 0.0311907 | Time: 1197.55 ms [2022-03-07 03:42:14 main:574] : INFO : Epoch 1990 | loss: 0.0311968 | val_loss: 0.0311894 | Time: 1177.38 ms [2022-03-07 03:42:16 main:574] : INFO : Epoch 1991 | loss: 0.0311973 | val_loss: 0.0311894 | Time: 1178.54 ms [2022-03-07 03:42:17 main:574] : INFO : Epoch 1992 | loss: 0.0311965 | val_loss: 0.0311924 | Time: 1175.83 ms [2022-03-07 03:42:18 main:574] : INFO : Epoch 1993 | loss: 0.0311949 | val_loss: 0.0311866 | Time: 1179.31 ms [2022-03-07 03:42:19 main:574] : INFO : Epoch 1994 | loss: 0.0311931 | val_loss: 0.0311865 | Time: 1202.18 ms [2022-03-07 03:42:20 main:574] : INFO : Epoch 1995 | loss: 0.0311934 | val_loss: 0.0311855 | Time: 1195.89 ms [2022-03-07 03:42:22 main:574] : INFO : Epoch 1996 | loss: 0.0311924 | val_loss: 0.0311857 | Time: 1185.57 ms [2022-03-07 03:42:23 main:574] : INFO : Epoch 1997 | loss: 0.0311926 | val_loss: 0.0311852 | Time: 1197.27 ms [2022-03-07 03:42:24 main:574] : INFO : Epoch 1998 | loss: 0.0311924 | val_loss: 0.0311852 | Time: 1195.85 ms [2022-03-07 03:42:25 main:574] : INFO : Epoch 1999 | loss: 0.0311943 | val_loss: 0.0311873 | Time: 1179.71 ms [2022-03-07 03:42:26 main:574] : INFO : Epoch 2000 | loss: 0.0311945 | val_loss: 0.0311864 | Time: 1195.16 ms [2022-03-07 03:42:28 main:574] : INFO : Epoch 2001 | loss: 0.0311932 | val_loss: 0.0311875 | Time: 1177.82 ms [2022-03-07 03:42:29 main:574] : INFO : Epoch 2002 | loss: 0.0311919 | val_loss: 0.0311855 | Time: 1186.69 ms [2022-03-07 03:42:30 main:574] : INFO : Epoch 2003 | loss: 0.0311911 | val_loss: 0.0311854 | Time: 1190.09 ms [2022-03-07 03:42:31 main:574] : INFO : Epoch 2004 | loss: 0.0311927 | val_loss: 0.0311852 | Time: 1196.58 ms [2022-03-07 03:42:32 main:574] : INFO : Epoch 2005 | loss: 0.0311916 | val_loss: 0.0311863 | Time: 1172.84 ms [2022-03-07 03:42:33 main:574] : INFO : Epoch 2006 | loss: 0.0311909 | val_loss: 0.0311856 | Time: 1179.88 ms [2022-03-07 03:42:35 main:574] : INFO : Epoch 2007 | loss: 0.0311919 | val_loss: 0.0311857 | Time: 1188.68 ms [2022-03-07 03:42:36 main:574] : INFO : Epoch 2008 | loss: 0.0311905 | val_loss: 0.0311857 | Time: 1185.65 ms [2022-03-07 03:42:37 main:574] : INFO : Epoch 2009 | loss: 0.0311909 | val_loss: 0.0311861 | Time: 1170.88 ms [2022-03-07 03:42:38 main:574] : INFO : Epoch 2010 | loss: 0.0311917 | val_loss: 0.0311858 | Time: 1193.22 ms [2022-03-07 03:42:39 main:574] : INFO : Epoch 2011 | loss: 0.0311927 | val_loss: 0.0311888 | Time: 1194.07 ms [2022-03-07 03:42:41 main:574] : INFO : Epoch 2012 | loss: 0.0311918 | val_loss: 0.0311885 | Time: 1175.44 ms [2022-03-07 03:42:42 main:574] : INFO : Epoch 2013 | loss: 0.0311919 | val_loss: 0.0311857 | Time: 1175.41 ms [2022-03-07 03:42:43 main:574] : INFO : Epoch 2014 | loss: 0.0311895 | val_loss: 0.0311853 | Time: 1178.9 ms [2022-03-07 03:42:44 main:574] : INFO : Epoch 2015 | loss: 0.0311895 | val_loss: 0.0311852 | Time: 1186.82 ms [2022-03-07 03:42:45 main:574] : INFO : Epoch 2016 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 1183.17 ms [2022-03-07 03:42:47 main:574] : INFO : Epoch 2017 | loss: 0.031191 | val_loss: 0.0311851 | Time: 1191.03 ms [2022-03-07 03:42:48 main:574] : INFO : Epoch 2018 | loss: 0.0311902 | val_loss: 0.031185 | Time: 1210.24 ms [2022-03-07 03:42:49 main:574] : INFO : Epoch 2019 | loss: 0.0311897 | val_loss: 0.0311859 | Time: 1201.26 ms [2022-03-07 03:42:50 main:574] : INFO : Epoch 2020 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 1182.19 ms [2022-03-07 03:42:51 main:574] : INFO : Epoch 2021 | loss: 0.0311918 | val_loss: 0.0311888 | Time: 1188.01 ms [2022-03-07 03:42:52 main:574] : INFO : Epoch 2022 | loss: 0.03119 | val_loss: 0.0311847 | Time: 1177.35 ms [2022-03-07 03:42:54 main:574] : INFO : Epoch 2023 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 1193.81 ms [2022-03-07 03:42:55 main:574] : INFO : Epoch 2024 | loss: 0.0311891 | val_loss: 0.0311843 | Time: 1169.89 ms [2022-03-07 03:42:56 main:574] : INFO : Epoch 2025 | loss: 0.0311911 | val_loss: 0.0311872 | Time: 1187.6 ms [2022-03-07 03:42:57 main:574] : INFO : Epoch 2026 | loss: 0.0311921 | val_loss: 0.0311853 | Time: 1182.91 ms [2022-03-07 03:42:58 main:574] : INFO : Epoch 2027 | loss: 0.0311909 | val_loss: 0.031185 | Time: 1166.75 ms [2022-03-07 03:43:00 main:574] : INFO : Epoch 2028 | loss: 0.0311886 | val_loss: 0.0311848 | Time: 1206.11 ms [2022-03-07 03:43:01 main:574] : INFO : Epoch 2029 | loss: 0.0311905 | val_loss: 0.0311863 | Time: 1185.03 ms [2022-03-07 03:43:02 main:574] : INFO : Epoch 2030 | loss: 0.031189 | val_loss: 0.0311847 | Time: 1180.13 ms [2022-03-07 03:43:03 main:574] : INFO : Epoch 2031 | loss: 0.0311885 | val_loss: 0.0311845 | Time: 1190.26 ms [2022-03-07 03:43:04 main:574] : INFO : Epoch 2032 | loss: 0.0311891 | val_loss: 0.0311847 | Time: 1182.01 ms [2022-03-07 03:43:06 main:574] : INFO : Epoch 2033 | loss: 0.0311935 | val_loss: 0.0312016 | Time: 1204.17 ms [2022-03-07 03:43:07 main:574] : INFO : Epoch 2034 | loss: 0.0311936 | val_loss: 0.0311854 | Time: 1190.82 ms [2022-03-07 03:43:08 main:574] : INFO : Epoch 2035 | loss: 0.0311887 | val_loss: 0.0311899 | Time: 1189.15 ms [2022-03-07 03:43:09 main:574] : INFO : Epoch 2036 | loss: 0.0311888 | val_loss: 0.0311866 | Time: 1184.26 ms [2022-03-07 03:43:10 main:574] : INFO : Epoch 2037 | loss: 0.0311892 | val_loss: 0.0311847 | Time: 1200.54 ms [2022-03-07 03:43:12 main:574] : INFO : Epoch 2038 | loss: 0.0311889 | val_loss: 0.031188 | Time: 1186.03 ms [2022-03-07 03:43:13 main:574] : INFO : Epoch 2039 | loss: 0.0311889 | val_loss: 0.0311846 | Time: 1188.73 ms [2022-03-07 03:43:14 main:574] : INFO : Epoch 2040 | loss: 0.0311881 | val_loss: 0.0311845 | Time: 1184.14 ms [2022-03-07 03:43:15 main:574] : INFO : Epoch 2041 | loss: 0.0311882 | val_loss: 0.0311856 | Time: 1181.36 ms [2022-03-07 03:43:16 main:574] : INFO : Epoch 2042 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 1186.66 ms [2022-03-07 03:43:17 main:574] : INFO : Epoch 2043 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 1168.94 ms [2022-03-07 03:43:19 main:574] : INFO : Epoch 2044 | loss: 0.0311967 | val_loss: 0.0311869 | Time: 1183.17 ms [2022-03-07 03:43:20 main:574] : INFO : Epoch 2045 | loss: 0.0311904 | val_loss: 0.0311854 | Time: 1202.21 ms [2022-03-07 03:43:21 main:574] : INFO : Epoch 2046 | loss: 0.0311894 | val_loss: 0.03119 | Time: 1193.34 ms [2022-03-07 03:43:22 main:574] : INFO : Epoch 2047 | loss: 0.03119 | val_loss: 0.0311855 | Time: 1212.79 ms [2022-03-07 03:43:23 main:574] : INFO : Epoch 2048 | loss: 0.0311881 | val_loss: 0.0311865 | Time: 1185.8 ms [2022-03-07 03:43:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311865 [2022-03-07 03:43:23 main:603] : INFO : Saving end state to config to file [2022-03-07 03:43:23 main:608] : INFO : Success, exiting.. 03:43:23 (4756): 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)