Task 14190046
| Name | ParityModified-1647041123-21348-3-0_0 |
| Workunit | 11251273 |
| Created | 1 Apr 2022, 10:59:07 UTC |
| Sent | 5 Apr 2022, 9:15:47 UTC |
| Report deadline | 13 Apr 2022, 9:15:47 UTC |
| Received | 5 Apr 2022, 10:07:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16262 |
| Run time | 41 min |
| CPU time | 39 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,073.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 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: 0.0311687 | val_loss: 0.0312044 | Time: 1205 ms [2022-04-05 11:57:37 main:574] : INFO : Epoch 1543 | loss: 0.031173 | val_loss: 0.0312013 | Time: 1167.75 ms [2022-04-05 11:57:38 main:574] : INFO : Epoch 1544 | loss: 0.0311749 | val_loss: 0.031198 | Time: 1188.38 ms [2022-04-05 11:57:39 main:574] : INFO : Epoch 1545 | loss: 0.0311721 | val_loss: 0.0312059 | Time: 1188.51 ms [2022-04-05 11:57:41 main:574] : INFO : Epoch 1546 | loss: 0.0311699 | val_loss: 0.0311977 | Time: 1160.49 ms [2022-04-05 11:57:42 main:574] : INFO : Epoch 1547 | loss: 0.0311705 | val_loss: 0.0311985 | Time: 1199.33 ms [2022-04-05 11:57:43 main:574] : INFO : Epoch 1548 | loss: 0.0311694 | val_loss: 0.0311975 | Time: 1153.1 ms [2022-04-05 11:57:44 main:574] : INFO : Epoch 1549 | loss: 0.03117 | val_loss: 0.0311947 | Time: 1199.31 ms [2022-04-05 11:57:45 main:574] : INFO : Epoch 1550 | loss: 0.0311708 | val_loss: 0.0311979 | Time: 1185.11 ms [2022-04-05 11:57:47 main:574] : INFO : Epoch 1551 | loss: 0.0311709 | val_loss: 0.0311967 | Time: 1179.16 ms [2022-04-05 11:57:48 main:574] : INFO : Epoch 1552 | loss: 0.0311723 | val_loss: 0.0311982 | Time: 1194.87 ms [2022-04-05 11:57:49 main:574] : INFO : Epoch 1553 | loss: 0.0311716 | val_loss: 0.0311967 | Time: 1161.38 ms [2022-04-05 11:57:50 main:574] : INFO : Epoch 1554 | loss: 0.031171 | val_loss: 0.0311926 | Time: 1192.58 ms [2022-04-05 11:57:51 main:574] : INFO : Epoch 1555 | loss: 0.0311724 | val_loss: 0.0311985 | Time: 1156.87 ms [2022-04-05 11:57:52 main:574] : INFO : Epoch 1556 | loss: 0.0311714 | val_loss: 0.0311941 | Time: 1166.49 ms [2022-04-05 11:57:54 main:574] : INFO : Epoch 1557 | loss: 0.0311726 | val_loss: 0.031196 | Time: 1154.84 ms [2022-04-05 11:57:55 main:574] : INFO : Epoch 1558 | loss: 0.0311737 | val_loss: 0.0311939 | Time: 1157.45 ms [2022-04-05 11:57:56 main:574] : INFO : Epoch 1559 | loss: 0.0311735 | val_loss: 0.0311936 | Time: 1159.95 ms [2022-04-05 11:57:57 main:574] : INFO : Epoch 1560 | loss: 0.0311716 | val_loss: 0.0311964 | Time: 1150.8 ms [2022-04-05 11:57:58 main:574] : INFO : Epoch 1561 | loss: 0.0311729 | val_loss: 0.0311964 | Time: 1163.81 ms [2022-04-05 11:57:59 main:574] : INFO : Epoch 1562 | loss: 0.0311734 | val_loss: 0.0311951 | Time: 1150.33 ms [2022-04-05 11:58:01 main:574] : INFO : Epoch 1563 | loss: 0.0311701 | val_loss: 0.0311931 | Time: 1161.49 ms [2022-04-05 11:58:02 main:574] : INFO : Epoch 1564 | loss: 0.0311723 | val_loss: 0.0311943 | Time: 1163.08 ms [2022-04-05 11:58:03 main:574] : INFO : Epoch 1565 | loss: 0.0311773 | val_loss: 0.0311926 | Time: 1151.79 ms [2022-04-05 11:58:04 main:574] : INFO : Epoch 1566 | loss: 0.0311762 | val_loss: 0.0311967 | Time: 1161.18 ms [2022-04-05 11:58:05 main:574] : INFO : Epoch 1567 | loss: 0.0311738 | val_loss: 0.031196 | Time: 1159.41 ms [2022-04-05 11:58:06 main:574] : INFO : Epoch 1568 | loss: 0.0311725 | val_loss: 0.0311951 | Time: 1150.22 ms [2022-04-05 11:58:08 main:574] : INFO : Epoch 1569 | loss: 0.0311726 | val_loss: 0.0311941 | Time: 1161.3 ms [2022-04-05 11:58:09 main:574] : INFO : Epoch 1570 | loss: 0.0311742 | val_loss: 0.0311941 | Time: 1151.41 ms [2022-04-05 11:58:10 main:574] : INFO : Epoch 1571 | loss: 0.0311734 | val_loss: 0.0311979 | Time: 1159.74 ms [2022-04-05 11:58:11 main:574] : INFO : Epoch 1572 | loss: 0.0311738 | val_loss: 0.0311997 | Time: 1158.29 ms [2022-04-05 11:58:12 main:574] : INFO : Epoch 1573 | loss: 0.0311738 | val_loss: 0.0311946 | Time: 1149.38 ms [2022-04-05 11:58:13 main:574] : INFO : Epoch 1574 | loss: 0.0311761 | val_loss: 0.0311975 | Time: 1164.45 ms [2022-04-05 11:58:15 main:574] : INFO : Epoch 1575 | loss: 0.0311737 | val_loss: 0.0311993 | Time: 1143.58 ms [2022-04-05 11:58:16 main:574] : INFO : Epoch 1576 | loss: 0.0311711 | val_loss: 0.0311971 | Time: 1177.25 ms [2022-04-05 11:58:17 main:574] : INFO : Epoch 1577 | loss: 0.0311759 | val_loss: 0.0311924 | Time: 1158.28 ms [2022-04-05 11:58:18 main:574] : INFO : Epoch 1578 | loss: 0.0311761 | val_loss: 0.0312006 | Time: 1172.47 ms [2022-04-05 11:58:19 main:574] : INFO : Epoch 1579 | loss: 0.0311743 | val_loss: 0.0311946 | Time: 1182.25 ms [2022-04-05 11:58:21 main:574] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.031197 | Time: 1156.25 ms [2022-04-05 11:58:22 main:574] : INFO : Epoch 1581 | loss: 0.0311717 | val_loss: 0.0311939 | Time: 1164.86 ms [2022-04-05 11:58:23 main:574] : INFO : Epoch 1582 | loss: 0.0311725 | val_loss: 0.0311943 | Time: 1163.13 ms [2022-04-05 11:58:24 main:574] : INFO : Epoch 1583 | loss: 0.0311727 | val_loss: 0.0312022 | Time: 1170.62 ms [2022-04-05 11:58:25 main:574] : INFO : Epoch 1584 | loss: 0.0311723 | val_loss: 0.0311991 | Time: 1165.63 ms [2022-04-05 11:58:26 main:574] : INFO : Epoch 1585 | loss: 0.031172 | val_loss: 0.0311988 | Time: 1155.07 ms [2022-04-05 11:58:28 main:574] : INFO : Epoch 1586 | loss: 0.0311739 | val_loss: 0.0312023 | Time: 1159.18 ms [2022-04-05 11:58:29 main:574] : INFO : Epoch 1587 | loss: 0.031173 | val_loss: 0.0312033 | Time: 1147.53 ms [2022-04-05 11:58:30 main:574] : INFO : Epoch 1588 | loss: 0.0311729 | val_loss: 0.0311943 | Time: 1144.31 ms [2022-04-05 11:58:31 main:574] : INFO : Epoch 1589 | loss: 0.0311721 | val_loss: 0.0311994 | Time: 1152.1 ms [2022-04-05 11:58:32 main:574] : INFO : Epoch 1590 | loss: 0.031171 | val_loss: 0.0312016 | Time: 1154.31 ms [2022-04-05 11:58:33 main:574] : INFO : Epoch 1591 | loss: 0.0311778 | val_loss: 0.0311959 | Time: 1159.86 ms [2022-04-05 11:58:35 main:574] : INFO : Epoch 1592 | loss: 0.0311804 | val_loss: 0.0311963 | Time: 1153.11 ms [2022-04-05 11:58:36 main:574] : INFO : Epoch 1593 | loss: 0.0311741 | val_loss: 0.0311958 | Time: 1146.67 ms [2022-04-05 11:58:37 main:574] : INFO : Epoch 1594 | loss: 0.0311711 | val_loss: 0.0311951 | Time: 1160.16 ms [2022-04-05 11:58:38 main:574] : INFO : Epoch 1595 | loss: 0.0311709 | val_loss: 0.0311996 | Time: 1140.15 ms [2022-04-05 11:58:39 main:574] : INFO : Epoch 1596 | loss: 0.0311696 | val_loss: 0.0311951 | Time: 1145.53 ms [2022-04-05 11:58:40 main:574] : INFO : Epoch 1597 | loss: 0.0311694 | val_loss: 0.0311969 | Time: 1157.02 ms [2022-04-05 11:58:42 main:574] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.031196 | Time: 1141.97 ms [2022-04-05 11:58:43 main:574] : INFO : Epoch 1599 | loss: 0.0311696 | val_loss: 0.0311957 | Time: 1154.68 ms [2022-04-05 11:58:44 main:574] : INFO : Epoch 1600 | loss: 0.0311692 | val_loss: 0.031202 | Time: 1152.68 ms [2022-04-05 11:58:45 main:574] : INFO : Epoch 1601 | loss: 0.0311708 | val_loss: 0.0311939 | Time: 1147.14 ms [2022-04-05 11:58:46 main:574] : INFO : Epoch 1602 | loss: 0.0311703 | val_loss: 0.0311916 | Time: 1152.85 ms [2022-04-05 11:58:47 main:574] : INFO : Epoch 1603 | loss: 0.0311794 | val_loss: 0.0311955 | Time: 1158.35 ms [2022-04-05 11:58:49 main:574] : INFO : Epoch 1604 | loss: 0.0311784 | val_loss: 0.0311954 | Time: 1166.85 ms [2022-04-05 11:58:50 main:574] : INFO : Epoch 1605 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 1147.43 ms [2022-04-05 11:58:51 main:574] : INFO : Epoch 1606 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 1156.41 ms [2022-04-05 11:58:52 main:574] : INFO : Epoch 1607 | loss: 0.0311887 | val_loss: 0.0311983 | Time: 1157.77 ms [2022-04-05 11:58:53 main:574] : INFO : Epoch 1608 | loss: 0.0311867 | val_loss: 0.0311939 | Time: 1153.3 ms [2022-04-05 11:58:54 main:574] : INFO : Epoch 1609 | loss: 0.0311859 | val_loss: 0.0311953 | Time: 1169.68 ms [2022-04-05 11:58:56 main:574] : INFO : Epoch 1610 | loss: 0.0311834 | val_loss: 0.0311947 | Time: 1200.35 ms [2022-04-05 11:58:57 main:574] : INFO : Epoch 1611 | loss: 0.0311822 | val_loss: 0.031195 | Time: 1207.02 ms [2022-04-05 11:58:58 main:574] : INFO : Epoch 1612 | loss: 0.0311823 | val_loss: 0.0311935 | Time: 1173.76 ms [2022-04-05 11:58:59 main:574] : INFO : Epoch 1613 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 1231.02 ms [2022-04-05 11:59:00 main:574] : INFO : Epoch 1614 | loss: 0.0311867 | val_loss: 0.031201 | Time: 1159.39 ms [2022-04-05 11:59:02 main:574] : INFO : Epoch 1615 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 1211.53 ms [2022-04-05 11:59:03 main:574] : INFO : Epoch 1616 | loss: 0.031184 | val_loss: 0.0311922 | Time: 1192.35 ms [2022-04-05 11:59:04 main:574] : INFO : Epoch 1617 | loss: 0.0311818 | val_loss: 0.0311928 | Time: 1204.19 ms [2022-04-05 11:59:05 main:574] : INFO : Epoch 1618 | loss: 0.0311838 | val_loss: 0.0311928 | Time: 1211.43 ms [2022-04-05 11:59:06 main:574] : INFO : Epoch 1619 | loss: 0.0311835 | val_loss: 0.0311963 | Time: 1165.72 ms [2022-04-05 11:59:08 main:574] : INFO : Epoch 1620 | loss: 0.0311858 | val_loss: 0.031191 | Time: 1235.01 ms [2022-04-05 11:59:09 main:574] : INFO : Epoch 1621 | loss: 0.0311833 | val_loss: 0.0311939 | Time: 1175.66 ms [2022-04-05 11:59:10 main:574] : INFO : Epoch 1622 | loss: 0.0311838 | val_loss: 0.0311914 | Time: 1197.47 ms [2022-04-05 11:59:11 main:574] : INFO : Epoch 1623 | loss: 0.0311844 | val_loss: 0.031193 | Time: 1207.07 ms [2022-04-05 11:59:12 main:574] : INFO : Epoch 1624 | loss: 0.0311809 | val_loss: 0.031192 | Time: 1170.99 ms [2022-04-05 11:59:14 main:574] : INFO : Epoch 1625 | loss: 0.0311791 | val_loss: 0.0311937 | Time: 1231.98 ms [2022-04-05 11:59:15 main:574] : INFO : Epoch 1626 | loss: 0.0311796 | val_loss: 0.0311917 | Time: 1215.98 ms [2022-04-05 11:59:16 main:574] : INFO : Epoch 1627 | loss: 0.0311823 | val_loss: 0.0311933 | Time: 1225.03 ms [2022-04-05 11:59:17 main:574] : INFO : Epoch 1628 | loss: 0.0311782 | val_loss: 0.0311955 | Time: 1182.54 ms [2022-04-05 11:59:19 main:574] : INFO : Epoch 1629 | loss: 0.0311775 | val_loss: 0.0311916 | Time: 1199.1 ms [2022-04-05 11:59:20 main:574] : INFO : Epoch 1630 | loss: 0.0311775 | val_loss: 0.0311931 | Time: 1201.43 ms [2022-04-05 11:59:21 main:574] : INFO : Epoch 1631 | loss: 0.0311773 | val_loss: 0.031193 | Time: 1170.44 ms [2022-04-05 11:59:22 main:574] : INFO : Epoch 1632 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 1228.34 ms [2022-04-05 11:59:23 main:574] : INFO : Epoch 1633 | loss: 0.0311751 | val_loss: 0.0311903 | Time: 1158.53 ms [2022-04-05 11:59:25 main:574] : INFO : Epoch 1634 | loss: 0.0311749 | val_loss: 0.0311951 | Time: 1217.31 ms [2022-04-05 11:59:26 main:574] : INFO : Epoch 1635 | loss: 0.0311749 | val_loss: 0.0311914 | Time: 1196.04 ms [2022-04-05 11:59:27 main:574] : INFO : Epoch 1636 | loss: 0.0311752 | val_loss: 0.0311937 | Time: 1183.75 ms [2022-04-05 11:59:28 main:574] : INFO : Epoch 1637 | loss: 0.0311764 | val_loss: 0.0311967 | Time: 1214.96 ms [2022-04-05 11:59:29 main:574] : INFO : Epoch 1638 | loss: 0.031175 | val_loss: 0.0311945 | Time: 1159.97 ms [2022-04-05 11:59:31 main:574] : INFO : Epoch 1639 | loss: 0.0311796 | val_loss: 0.0312358 | Time: 1209.58 ms [2022-04-05 11:59:32 main:574] : INFO : Epoch 1640 | loss: 0.031193 | val_loss: 0.0312254 | Time: 1178.63 ms [2022-04-05 11:59:33 main:574] : INFO : Epoch 1641 | loss: 0.0311881 | val_loss: 0.0311964 | Time: 1191.52 ms [2022-04-05 11:59:34 main:574] : INFO : Epoch 1642 | loss: 0.031176 | val_loss: 0.0311955 | Time: 1195.36 ms [2022-04-05 11:59:35 main:574] : INFO : Epoch 1643 | loss: 0.031175 | val_loss: 0.0311957 | Time: 1185.16 ms [2022-04-05 11:59:37 main:574] : INFO : Epoch 1644 | loss: 0.0311756 | val_loss: 0.0311954 | Time: 1228.44 ms [2022-04-05 11:59:38 main:574] : INFO : Epoch 1645 | loss: 0.0311744 | val_loss: 0.0311955 | Time: 1187.14 ms [2022-04-05 11:59:39 main:574] : INFO : Epoch 1646 | loss: 0.0311744 | val_loss: 0.0311904 | Time: 1210.32 ms [2022-04-05 11:59:40 main:574] : INFO : Epoch 1647 | loss: 0.0311745 | val_loss: 0.0311926 | Time: 1171.15 ms [2022-04-05 11:59:42 main:574] : INFO : Epoch 1648 | loss: 0.0311742 | val_loss: 0.0311921 | Time: 1189.16 ms [2022-04-05 11:59:43 main:574] : INFO : Epoch 1649 | loss: 0.0311727 | val_loss: 0.0311899 | Time: 1223.08 ms [2022-04-05 11:59:44 main:574] : INFO : Epoch 1650 | loss: 0.0311721 | val_loss: 0.0311943 | Time: 1165.52 ms [2022-04-05 11:59:45 main:574] : INFO : Epoch 1651 | loss: 0.0311715 | val_loss: 0.0312002 | Time: 1219.75 ms [2022-04-05 11:59:46 main:574] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.0311946 | Time: 1165.75 ms [2022-04-05 11:59:48 main:574] : INFO : Epoch 1653 | loss: 0.0311733 | val_loss: 0.0311978 | Time: 1210.32 ms [2022-04-05 11:59:49 main:574] : INFO : Epoch 1654 | loss: 0.0311707 | val_loss: 0.031193 | Time: 1174.68 ms [2022-04-05 11:59:50 main:574] : INFO : Epoch 1655 | loss: 0.0311693 | val_loss: 0.0311935 | Time: 1181.64 ms [2022-04-05 11:59:51 main:574] : INFO : Epoch 1656 | loss: 0.0311702 | val_loss: 0.0311936 | Time: 1216.19 ms [2022-04-05 11:59:52 main:574] : INFO : Epoch 1657 | loss: 0.0311715 | val_loss: 0.0311919 | Time: 1159.62 ms [2022-04-05 11:59:54 main:574] : INFO : Epoch 1658 | loss: 0.031172 | val_loss: 0.0311943 | Time: 1221.67 ms [2022-04-05 11:59:55 main:574] : INFO : Epoch 1659 | loss: 0.0311701 | val_loss: 0.0311974 | Time: 1172.14 ms [2022-04-05 11:59:56 main:574] : INFO : Epoch 1660 | loss: 0.0311696 | val_loss: 0.0311937 | Time: 1197.2 ms [2022-04-05 11:59:57 main:574] : INFO : Epoch 1661 | loss: 0.0311676 | val_loss: 0.0311953 | Time: 1211.92 ms [2022-04-05 11:59:58 main:574] : INFO : Epoch 1662 | loss: 0.0311689 | val_loss: 0.0311955 | Time: 1164.27 ms [2022-04-05 12:00:00 main:574] : INFO : Epoch 1663 | loss: 0.031169 | val_loss: 0.0311953 | Time: 1230.56 ms [2022-04-05 12:00:01 main:574] : INFO : Epoch 1664 | loss: 0.0311694 | val_loss: 0.0311964 | Time: 1165.86 ms [2022-04-05 12:00:02 main:574] : INFO : Epoch 1665 | loss: 0.0311685 | val_loss: 0.0311938 | Time: 1209.88 ms [2022-04-05 12:00:03 main:574] : INFO : Epoch 1666 | loss: 0.0311732 | val_loss: 0.0311916 | Time: 1191.23 ms [2022-04-05 12:00:04 main:574] : INFO : Epoch 1667 | loss: 0.0311703 | val_loss: 0.0311933 | Time: 1185.65 ms [2022-04-05 12:00:06 main:574] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311956 | Time: 1208.06 ms [2022-04-05 12:00:07 main:574] : INFO : Epoch 1669 | loss: 0.0311715 | val_loss: 0.0311967 | Time: 1168.46 ms [2022-04-05 12:00:08 main:574] : INFO : Epoch 1670 | loss: 0.0311711 | val_loss: 0.0311973 | Time: 1227.1 ms [2022-04-05 12:00:09 main:574] : INFO : Epoch 1671 | loss: 0.03117 | val_loss: 0.0311939 | Time: 1163.79 ms [2022-04-05 12:00:10 main:574] : INFO : Epoch 1672 | loss: 0.0311685 | val_loss: 0.031193 | Time: 1203.39 ms [2022-04-05 12:00:12 main:574] : INFO : Epoch 1673 | loss: 0.0311693 | val_loss: 0.0311955 | Time: 1190.74 ms [2022-04-05 12:00:13 main:574] : INFO : Epoch 1674 | loss: 0.0311678 | val_loss: 0.0311945 | Time: 1184.81 ms [2022-04-05 12:00:14 main:574] : INFO : Epoch 1675 | loss: 0.031169 | val_loss: 0.0311988 | Time: 1218.35 ms [2022-04-05 12:00:15 main:574] : INFO : Epoch 1676 | loss: 0.0311688 | val_loss: 0.0312004 | Time: 1179.63 ms [2022-04-05 12:00:17 main:574] : INFO : Epoch 1677 | loss: 0.0311687 | val_loss: 0.0311947 | Time: 1226.49 ms [2022-04-05 12:00:18 main:574] : INFO : Epoch 1678 | loss: 0.0311688 | val_loss: 0.0311995 | Time: 1184.92 ms [2022-04-05 12:00:19 main:574] : INFO : Epoch 1679 | loss: 0.0311693 | val_loss: 0.0311952 | Time: 1201.96 ms [2022-04-05 12:00:20 main:574] : INFO : Epoch 1680 | loss: 0.0311706 | val_loss: 0.0311979 | Time: 1192.73 ms [2022-04-05 12:00:21 main:574] : INFO : Epoch 1681 | loss: 0.0311695 | val_loss: 0.0311957 | Time: 1172.01 ms [2022-04-05 12:00:23 main:574] : INFO : Epoch 1682 | loss: 0.0311693 | val_loss: 0.0311963 | Time: 1241.38 ms [2022-04-05 12:00:24 main:574] : INFO : Epoch 1683 | loss: 0.0311672 | val_loss: 0.0311954 | Time: 1154.17 ms [2022-04-05 12:00:25 main:574] : INFO : Epoch 1684 | loss: 0.0311674 | val_loss: 0.0311978 | Time: 1216.14 ms [2022-04-05 12:00:26 main:574] : INFO : Epoch 1685 | loss: 0.0311685 | val_loss: 0.031196 | Time: 1180.91 ms [2022-04-05 12:00:27 main:574] : INFO : Epoch 1686 | loss: 0.0311691 | val_loss: 0.0311935 | Time: 1205.4 ms [2022-04-05 12:00:29 main:574] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311922 | Time: 1216.81 ms [2022-04-05 12:00:30 main:574] : INFO : Epoch 1688 | loss: 0.0311691 | val_loss: 0.0311983 | Time: 1162.92 ms [2022-04-05 12:00:31 main:574] : INFO : Epoch 1689 | loss: 0.0311685 | val_loss: 0.0311982 | Time: 1223.87 ms [2022-04-05 12:00:32 main:574] : INFO : Epoch 1690 | loss: 0.0311688 | val_loss: 0.0311936 | Time: 1163.11 ms [2022-04-05 12:00:33 main:574] : INFO : Epoch 1691 | loss: 0.0311687 | val_loss: 0.0311917 | Time: 1213.12 ms [2022-04-05 12:00:35 main:574] : INFO : Epoch 1692 | loss: 0.0311674 | val_loss: 0.0311976 | Time: 1202.94 ms [2022-04-05 12:00:36 main:574] : INFO : Epoch 1693 | loss: 0.0311685 | val_loss: 0.0311952 | Time: 1173.87 ms [2022-04-05 12:00:37 main:574] : INFO : Epoch 1694 | loss: 0.0311675 | val_loss: 0.0311937 | Time: 1228.57 ms [2022-04-05 12:00:38 main:574] : INFO : Epoch 1695 | loss: 0.0311708 | val_loss: 0.0311948 | Time: 1161.38 ms [2022-04-05 12:00:40 main:574] : INFO : Epoch 1696 | loss: 0.0311699 | val_loss: 0.0311952 | Time: 1242.97 ms [2022-04-05 12:00:41 main:574] : INFO : Epoch 1697 | loss: 0.0311706 | val_loss: 0.0311989 | Time: 1188.6 ms [2022-04-05 12:00:42 main:574] : INFO : Epoch 1698 | loss: 0.0311671 | val_loss: 0.031197 | Time: 1192.62 ms [2022-04-05 12:00:43 main:574] : INFO : Epoch 1699 | loss: 0.031168 | val_loss: 0.0311963 | Time: 1212.88 ms [2022-04-05 12:00:44 main:574] : INFO : Epoch 1700 | loss: 0.0311736 | val_loss: 0.0311979 | Time: 1170.12 ms [2022-04-05 12:00:46 main:574] : INFO : Epoch 1701 | loss: 0.031171 | val_loss: 0.0311945 | Time: 1219.92 ms [2022-04-05 12:00:47 main:574] : INFO : Epoch 1702 | loss: 0.0311704 | val_loss: 0.0312044 | Time: 1169.25 ms [2022-04-05 12:00:48 main:574] : INFO : Epoch 1703 | loss: 0.0311723 | val_loss: 0.0311946 | Time: 1212.44 ms [2022-04-05 12:00:49 main:574] : INFO : Epoch 1704 | loss: 0.0311728 | val_loss: 0.0311952 | Time: 1187.04 ms [2022-04-05 12:00:50 main:574] : INFO : Epoch 1705 | loss: 0.0311743 | val_loss: 0.0311929 | Time: 1177.44 ms [2022-04-05 12:00:52 main:574] : INFO : Epoch 1706 | loss: 0.0311724 | val_loss: 0.0311941 | Time: 1224.2 ms [2022-04-05 12:00:53 main:574] : INFO : Epoch 1707 | loss: 0.0311777 | val_loss: 0.0311957 | Time: 1157.97 ms [2022-04-05 12:00:54 main:574] : INFO : Epoch 1708 | loss: 0.0311781 | val_loss: 0.0311991 | Time: 1216.47 ms [2022-04-05 12:00:55 main:574] : INFO : Epoch 1709 | loss: 0.0311756 | val_loss: 0.0311955 | Time: 1166.34 ms [2022-04-05 12:00:56 main:574] : INFO : Epoch 1710 | loss: 0.0311725 | val_loss: 0.0311976 | Time: 1212.1 ms [2022-04-05 12:00:58 main:574] : INFO : Epoch 1711 | loss: 0.0311725 | val_loss: 0.0311937 | Time: 1209.59 ms [2022-04-05 12:00:59 main:574] : INFO : Epoch 1712 | loss: 0.03117 | val_loss: 0.0311907 | Time: 1162.5 ms [2022-04-05 12:01:00 main:574] : INFO : Epoch 1713 | loss: 0.0311682 | val_loss: 0.0311992 | Time: 1219.59 ms [2022-04-05 12:01:01 main:574] : INFO : Epoch 1714 | loss: 0.0311692 | val_loss: 0.0311957 | Time: 1200.98 ms [2022-04-05 12:01:02 main:574] : INFO : Epoch 1715 | loss: 0.0311736 | val_loss: 0.0311925 | Time: 1216.3 ms [2022-04-05 12:01:04 main:574] : INFO : Epoch 1716 | loss: 0.0311714 | val_loss: 0.0311971 | Time: 1180.77 ms [2022-04-05 12:01:05 main:574] : INFO : Epoch 1717 | loss: 0.0311735 | val_loss: 0.0311941 | Time: 1195.01 ms [2022-04-05 12:01:06 main:574] : INFO : Epoch 1718 | loss: 0.0311752 | val_loss: 0.0311917 | Time: 1183.27 ms [2022-04-05 12:01:07 main:574] : INFO : Epoch 1719 | loss: 0.031174 | val_loss: 0.0311946 | Time: 1181.96 ms [2022-04-05 12:01:08 main:574] : INFO : Epoch 1720 | loss: 0.0311764 | val_loss: 0.0311906 | Time: 1220.48 ms [2022-04-05 12:01:10 main:574] : INFO : Epoch 1721 | loss: 0.0311741 | val_loss: 0.031195 | Time: 1163.56 ms [2022-04-05 12:01:11 main:574] : INFO : Epoch 1722 | loss: 0.0311776 | val_loss: 0.0312002 | Time: 1231.37 ms [2022-04-05 12:01:12 main:574] : INFO : Epoch 1723 | loss: 0.0311772 | val_loss: 0.0311912 | Time: 1177.91 ms [2022-04-05 12:01:13 main:574] : INFO : Epoch 1724 | loss: 0.031174 | val_loss: 0.0311946 | Time: 1201 ms [2022-04-05 12:01:15 main:574] : INFO : Epoch 1725 | loss: 0.031173 | val_loss: 0.0312027 | Time: 1207.44 ms [2022-04-05 12:01:16 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311958 | Time: 1156.8 ms [2022-04-05 12:01:17 main:574] : INFO : Epoch 1727 | loss: 0.0311715 | val_loss: 0.0311979 | Time: 1229.64 ms [2022-04-05 12:01:18 main:574] : INFO : Epoch 1728 | loss: 0.0311705 | val_loss: 0.0311955 | Time: 1164.65 ms [2022-04-05 12:01:19 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311962 | Time: 1222.24 ms [2022-04-05 12:01:21 main:574] : INFO : Epoch 1730 | loss: 0.03117 | val_loss: 0.0311969 | Time: 1212.56 ms [2022-04-05 12:01:22 main:574] : INFO : Epoch 1731 | loss: 0.03117 | val_loss: 0.0311966 | Time: 1179.12 ms [2022-04-05 12:01:23 main:574] : INFO : Epoch 1732 | loss: 0.0311688 | val_loss: 0.0311968 | Time: 1227.68 ms [2022-04-05 12:01:24 main:574] : INFO : Epoch 1733 | loss: 0.0311694 | val_loss: 0.0312002 | Time: 1210.82 ms [2022-04-05 12:01:25 main:574] : INFO : Epoch 1734 | loss: 0.0311804 | val_loss: 0.0311984 | Time: 1230.31 ms [2022-04-05 12:01:27 main:574] : INFO : Epoch 1735 | loss: 0.0311771 | val_loss: 0.0311944 | Time: 1170.42 ms [2022-04-05 12:01:28 main:574] : INFO : Epoch 1736 | loss: 0.0311728 | val_loss: 0.0311935 | Time: 1195.53 ms [2022-04-05 12:01:29 main:574] : INFO : Epoch 1737 | loss: 0.0311703 | val_loss: 0.0311931 | Time: 1216.54 ms [2022-04-05 12:01:30 main:574] : INFO : Epoch 1738 | loss: 0.0311701 | val_loss: 0.0311959 | Time: 1159.68 ms [2022-04-05 12:01:32 main:574] : INFO : Epoch 1739 | loss: 0.0311721 | val_loss: 0.0311979 | Time: 1223.84 ms [2022-04-05 12:01:33 main:574] : INFO : Epoch 1740 | loss: 0.0311705 | val_loss: 0.0311973 | Time: 1168.44 ms [2022-04-05 12:01:34 main:574] : INFO : Epoch 1741 | loss: 0.0311723 | val_loss: 0.0311928 | Time: 1211.29 ms [2022-04-05 12:01:35 main:574] : INFO : Epoch 1742 | loss: 0.0311743 | val_loss: 0.0311964 | Time: 1196.02 ms [2022-04-05 12:01:36 main:574] : INFO : Epoch 1743 | loss: 0.0311702 | val_loss: 0.0311946 | Time: 1188.68 ms [2022-04-05 12:01:38 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311924 | Time: 1203.87 ms [2022-04-05 12:01:39 main:574] : INFO : Epoch 1745 | loss: 0.0311691 | val_loss: 0.0311937 | Time: 1159.22 ms [2022-04-05 12:01:40 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311947 | Time: 1226.06 ms [2022-04-05 12:01:41 main:574] : INFO : Epoch 1747 | loss: 0.0311665 | val_loss: 0.0311954 | Time: 1167.35 ms [2022-04-05 12:01:42 main:574] : INFO : Epoch 1748 | loss: 0.0311675 | val_loss: 0.0311936 | Time: 1213.45 ms [2022-04-05 12:01:44 main:574] : INFO : Epoch 1749 | loss: 0.0311674 | val_loss: 0.0311962 | Time: 1183.44 ms [2022-04-05 12:01:45 main:574] : INFO : Epoch 1750 | loss: 0.0311681 | val_loss: 0.0311999 | Time: 1222.04 ms [2022-04-05 12:01:46 main:574] : INFO : Epoch 1751 | loss: 0.0311696 | val_loss: 0.031195 | Time: 1213.07 ms [2022-04-05 12:01:47 main:574] : INFO : Epoch 1752 | loss: 0.0311697 | val_loss: 0.0311954 | Time: 1161.3 ms [2022-04-05 12:01:48 main:574] : INFO : Epoch 1753 | loss: 0.0311859 | val_loss: 0.0311991 | Time: 1222.74 ms [2022-04-05 12:01:50 main:574] : INFO : Epoch 1754 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 1174.41 ms [2022-04-05 12:01:51 main:574] : INFO : Epoch 1755 | loss: 0.0311919 | val_loss: 0.0311988 | Time: 1216.38 ms [2022-04-05 12:01:52 main:574] : INFO : Epoch 1756 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 1197.47 ms [2022-04-05 12:01:53 main:574] : INFO : Epoch 1757 | loss: 0.0311858 | val_loss: 0.0311887 | Time: 1187.44 ms [2022-04-05 12:01:54 main:574] : INFO : Epoch 1758 | loss: 0.0311845 | val_loss: 0.0311882 | Time: 1227.94 ms [2022-04-05 12:01:56 main:574] : INFO : Epoch 1759 | loss: 0.0311828 | val_loss: 0.0311878 | Time: 1154.99 ms [2022-04-05 12:01:57 main:574] : INFO : Epoch 1760 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 1229.17 ms [2022-04-05 12:01:58 main:574] : INFO : Epoch 1761 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 1181.21 ms [2022-04-05 12:01:59 main:574] : INFO : Epoch 1762 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1189.54 ms [2022-04-05 12:02:01 main:574] : INFO : Epoch 1763 | loss: 0.0311804 | val_loss: 0.0311842 | Time: 1222.34 ms [2022-04-05 12:02:02 main:574] : INFO : Epoch 1764 | loss: 0.031179 | val_loss: 0.0311852 | Time: 1173.56 ms [2022-04-05 12:02:03 main:574] : INFO : Epoch 1765 | loss: 0.0311785 | val_loss: 0.0311857 | Time: 1215.86 ms [2022-04-05 12:02:04 main:574] : INFO : Epoch 1766 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 1158.33 ms [2022-04-05 12:02:05 main:574] : INFO : Epoch 1767 | loss: 0.031177 | val_loss: 0.0311878 | Time: 1204.68 ms [2022-04-05 12:02:07 main:574] : INFO : Epoch 1768 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 1198.66 ms [2022-04-05 12:02:08 main:574] : INFO : Epoch 1769 | loss: 0.0311788 | val_loss: 0.0311916 | Time: 1176.16 ms [2022-04-05 12:02:09 main:574] : INFO : Epoch 1770 | loss: 0.0311781 | val_loss: 0.031193 | Time: 1239.74 ms [2022-04-05 12:02:10 main:574] : INFO : Epoch 1771 | loss: 0.031179 | val_loss: 0.031192 | Time: 1155.85 ms [2022-04-05 12:02:11 main:574] : INFO : Epoch 1772 | loss: 0.031177 | val_loss: 0.0311916 | Time: 1216.82 ms [2022-04-05 12:02:13 main:574] : INFO : Epoch 1773 | loss: 0.0311747 | val_loss: 0.0311892 | Time: 1178.03 ms [2022-04-05 12:02:14 main:574] : INFO : Epoch 1774 | loss: 0.0311733 | val_loss: 0.0311909 | Time: 1194.14 ms [2022-04-05 12:02:15 main:574] : INFO : Epoch 1775 | loss: 0.031173 | val_loss: 0.0311906 | Time: 1214.19 ms [2022-04-05 12:02:16 main:574] : INFO : Epoch 1776 | loss: 0.0311737 | val_loss: 0.0311899 | Time: 1163.09 ms [2022-04-05 12:02:17 main:574] : INFO : Epoch 1777 | loss: 0.0311745 | val_loss: 0.0311921 | Time: 1230.02 ms [2022-04-05 12:02:19 main:574] : INFO : Epoch 1778 | loss: 0.0311737 | val_loss: 0.0311936 | Time: 1172.55 ms [2022-04-05 12:02:20 main:574] : INFO : Epoch 1779 | loss: 0.0311754 | val_loss: 0.0311908 | Time: 1207.17 ms [2022-04-05 12:02:21 main:574] : INFO : Epoch 1780 | loss: 0.031175 | val_loss: 0.0311956 | Time: 1193.14 ms [2022-04-05 12:02:22 main:574] : INFO : Epoch 1781 | loss: 0.0311741 | val_loss: 0.0311905 | Time: 1189.32 ms [2022-04-05 12:02:23 main:574] : INFO : Epoch 1782 | loss: 0.0311741 | val_loss: 0.0311953 | Time: 1216.87 ms [2022-04-05 12:02:25 main:574] : INFO : Epoch 1783 | loss: 0.0311724 | val_loss: 0.0311923 | Time: 1164.95 ms [2022-04-05 12:02:26 main:574] : INFO : Epoch 1784 | loss: 0.0311732 | val_loss: 0.0311942 | Time: 1225.05 ms [2022-04-05 12:02:27 main:574] : INFO : Epoch 1785 | loss: 0.0311736 | val_loss: 0.0311926 | Time: 1167.08 ms [2022-04-05 12:02:28 main:574] : INFO : Epoch 1786 | loss: 0.0311726 | val_loss: 0.0311968 | Time: 1207.14 ms [2022-04-05 12:02:29 main:574] : INFO : Epoch 1787 | loss: 0.0311725 | val_loss: 0.0311934 | Time: 1203.4 ms [2022-04-05 12:02:31 main:574] : INFO : Epoch 1788 | loss: 0.0311737 | val_loss: 0.031197 | Time: 1189.74 ms [2022-04-05 12:02:32 main:574] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311966 | Time: 1223.15 ms [2022-04-05 12:02:33 main:574] : INFO : Epoch 1790 | loss: 0.0311708 | val_loss: 0.0311965 | Time: 1155.39 ms [2022-04-05 12:02:34 main:574] : INFO : Epoch 1791 | loss: 0.0311718 | val_loss: 0.0311965 | Time: 1224.27 ms [2022-04-05 12:02:36 main:574] : INFO : Epoch 1792 | loss: 0.0311742 | val_loss: 0.031192 | Time: 1203.19 ms [2022-04-05 12:02:37 main:574] : INFO : Epoch 1793 | loss: 0.0311716 | val_loss: 0.0311917 | Time: 1202.19 ms [2022-04-05 12:02:38 main:574] : INFO : Epoch 1794 | loss: 0.0311718 | val_loss: 0.0311912 | Time: 1214.01 ms [2022-04-05 12:02:39 main:574] : INFO : Epoch 1795 | loss: 0.0311716 | val_loss: 0.0311903 | Time: 1165.76 ms [2022-04-05 12:02:40 main:574] : INFO : Epoch 1796 | loss: 0.0311711 | val_loss: 0.0311935 | Time: 1237.86 ms [2022-04-05 12:02:42 main:574] : INFO : Epoch 1797 | loss: 0.0311748 | val_loss: 0.0311907 | Time: 1154.39 ms [2022-04-05 12:02:43 main:574] : INFO : Epoch 1798 | loss: 0.0311725 | val_loss: 0.0311899 | Time: 1218.51 ms [2022-04-05 12:02:44 main:574] : INFO : Epoch 1799 | loss: 0.0311755 | val_loss: 0.0311889 | Time: 1184.09 ms [2022-04-05 12:02:45 main:574] : INFO : Epoch 1800 | loss: 0.0311735 | val_loss: 0.0311924 | Time: 1201.57 ms [2022-04-05 12:02:46 main:574] : INFO : Epoch 1801 | loss: 0.0311746 | val_loss: 0.0311876 | Time: 1210.54 ms [2022-04-05 12:02:48 main:574] : INFO : Epoch 1802 | loss: 0.031173 | val_loss: 0.0311885 | Time: 1169.69 ms [2022-04-05 12:02:49 main:574] : INFO : Epoch 1803 | loss: 0.0311716 | val_loss: 0.0311913 | Time: 1227.95 ms [2022-04-05 12:02:50 main:574] : INFO : Epoch 1804 | loss: 0.0311723 | val_loss: 0.0311974 | Time: 1176.15 ms [2022-04-05 12:02:51 main:574] : INFO : Epoch 1805 | loss: 0.0311732 | val_loss: 0.0311973 | Time: 1220.18 ms [2022-04-05 12:02:52 main:574] : INFO : Epoch 1806 | loss: 0.0311716 | val_loss: 0.0311928 | Time: 1206.37 ms [2022-04-05 12:02:54 main:574] : INFO : Epoch 1807 | loss: 0.0311702 | val_loss: 0.0311921 | Time: 1170.34 ms [2022-04-05 12:02:55 main:574] : INFO : Epoch 1808 | loss: 0.0311704 | val_loss: 0.0311964 | Time: 1241.28 ms [2022-04-05 12:02:56 main:574] : INFO : Epoch 1809 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 1159.24 ms [2022-04-05 12:02:57 main:574] : INFO : Epoch 1810 | loss: 0.0311699 | val_loss: 0.0311933 | Time: 1234.32 ms [2022-04-05 12:02:59 main:574] : INFO : Epoch 1811 | loss: 0.0311688 | val_loss: 0.0311915 | Time: 1175.44 ms [2022-04-05 12:03:00 main:574] : INFO : Epoch 1812 | loss: 0.0311682 | val_loss: 0.031195 | Time: 1190.12 ms [2022-04-05 12:03:01 main:574] : INFO : Epoch 1813 | loss: 0.0311716 | val_loss: 0.0311921 | Time: 1204.4 ms [2022-04-05 12:03:02 main:574] : INFO : Epoch 1814 | loss: 0.0311704 | val_loss: 0.0311918 | Time: 1169.04 ms [2022-04-05 12:03:03 main:574] : INFO : Epoch 1815 | loss: 0.0311709 | val_loss: 0.0311919 | Time: 1219.5 ms [2022-04-05 12:03:05 main:574] : INFO : Epoch 1816 | loss: 0.03117 | val_loss: 0.0311912 | Time: 1166.93 ms [2022-04-05 12:03:06 main:574] : INFO : Epoch 1817 | loss: 0.0311682 | val_loss: 0.0311923 | Time: 1221.36 ms [2022-04-05 12:03:07 main:574] : INFO : Epoch 1818 | loss: 0.0311671 | val_loss: 0.0311916 | Time: 1231.83 ms [2022-04-05 12:03:08 main:574] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.0311897 | Time: 1190.45 ms [2022-04-05 12:03:09 main:574] : INFO : Epoch 1820 | loss: 0.031167 | val_loss: 0.0311891 | Time: 1229.95 ms [2022-04-05 12:03:11 main:574] : INFO : Epoch 1821 | loss: 0.0311675 | val_loss: 0.0311974 | Time: 1183.31 ms [2022-04-05 12:03:12 main:574] : INFO : Epoch 1822 | loss: 0.0311701 | val_loss: 0.0311929 | Time: 1211.7 ms [2022-04-05 12:03:13 main:574] : INFO : Epoch 1823 | loss: 0.031169 | val_loss: 0.0311914 | Time: 1164.65 ms [2022-04-05 12:03:14 main:574] : INFO : Epoch 1824 | loss: 0.0311683 | val_loss: 0.0311906 | Time: 1213.26 ms [2022-04-05 12:03:16 main:574] : INFO : Epoch 1825 | loss: 0.0311694 | val_loss: 0.0311903 | Time: 1196.85 ms [2022-04-05 12:03:17 main:574] : INFO : Epoch 1826 | loss: 0.0311694 | val_loss: 0.0311903 | Time: 1164.83 ms [2022-04-05 12:03:18 main:574] : INFO : Epoch 1827 | loss: 0.0311682 | val_loss: 0.0311936 | Time: 1218.95 ms [2022-04-05 12:03:19 main:574] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311969 | Time: 1168.16 ms [2022-04-05 12:03:20 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311915 | Time: 1240.35 ms [2022-04-05 12:03:22 main:574] : INFO : Epoch 1830 | loss: 0.0311683 | val_loss: 0.0311934 | Time: 1173.24 ms [2022-04-05 12:03:23 main:574] : INFO : Epoch 1831 | loss: 0.0311713 | val_loss: 0.0311974 | Time: 1194.14 ms [2022-04-05 12:03:24 main:574] : INFO : Epoch 1832 | loss: 0.0311764 | val_loss: 0.0311948 | Time: 1200.39 ms [2022-04-05 12:03:25 main:574] : INFO : Epoch 1833 | loss: 0.0311762 | val_loss: 0.0311927 | Time: 1174.41 ms [2022-04-05 12:03:26 main:574] : INFO : Epoch 1834 | loss: 0.0311742 | val_loss: 0.0311954 | Time: 1235.34 ms [2022-04-05 12:03:28 main:574] : INFO : Epoch 1835 | loss: 0.0311739 | val_loss: 0.0311958 | Time: 1229.15 ms [2022-04-05 12:03:29 main:574] : INFO : Epoch 1836 | loss: 0.0311736 | val_loss: 0.031196 | Time: 1227.15 ms [2022-04-05 12:03:30 main:574] : INFO : Epoch 1837 | loss: 0.031175 | val_loss: 0.0311924 | Time: 1180.07 ms [2022-04-05 12:03:31 main:574] : INFO : Epoch 1838 | loss: 0.0311785 | val_loss: 0.0311928 | Time: 1205.52 ms [2022-04-05 12:03:33 main:574] : INFO : Epoch 1839 | loss: 0.0311759 | val_loss: 0.0311899 | Time: 1209.51 ms [2022-04-05 12:03:34 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.0311965 | Time: 1171.19 ms [2022-04-05 12:03:35 main:574] : INFO : Epoch 1841 | loss: 0.0311757 | val_loss: 0.0311915 | Time: 1225.97 ms [2022-04-05 12:03:36 main:574] : INFO : Epoch 1842 | loss: 0.0311741 | val_loss: 0.0311913 | Time: 1158.72 ms [2022-04-05 12:03:37 main:574] : INFO : Epoch 1843 | loss: 0.0311717 | val_loss: 0.0311913 | Time: 1211.43 ms [2022-04-05 12:03:39 main:574] : INFO : Epoch 1844 | loss: 0.0311717 | val_loss: 0.0311928 | Time: 1212.3 ms [2022-04-05 12:03:40 main:574] : INFO : Epoch 1845 | loss: 0.0311722 | val_loss: 0.0311932 | Time: 1173.75 ms [2022-04-05 12:03:41 main:574] : INFO : Epoch 1846 | loss: 0.0311697 | val_loss: 0.0311952 | Time: 1227.81 ms [2022-04-05 12:03:42 main:574] : INFO : Epoch 1847 | loss: 0.0311701 | val_loss: 0.0311957 | Time: 1157.45 ms [2022-04-05 12:03:43 main:574] : INFO : Epoch 1848 | loss: 0.0311709 | val_loss: 0.0312004 | Time: 1230.42 ms [2022-04-05 12:03:45 main:574] : INFO : Epoch 1849 | loss: 0.03117 | val_loss: 0.0311954 | Time: 1163.76 ms [2022-04-05 12:03:46 main:574] : INFO : Epoch 1850 | loss: 0.0311689 | val_loss: 0.0311972 | Time: 1200.27 ms [2022-04-05 12:03:47 main:574] : INFO : Epoch 1851 | loss: 0.0311707 | val_loss: 0.0311967 | Time: 1205.36 ms [2022-04-05 12:03:48 main:574] : INFO : Epoch 1852 | loss: 0.0311698 | val_loss: 0.0312033 | Time: 1165.61 ms [2022-04-05 12:03:49 main:574] : INFO : Epoch 1853 | loss: 0.0311676 | val_loss: 0.0312023 | Time: 1262.72 ms [2022-04-05 12:03:51 main:574] : INFO : Epoch 1854 | loss: 0.0311701 | val_loss: 0.0311987 | Time: 1155.57 ms [2022-04-05 12:03:52 main:574] : INFO : Epoch 1855 | loss: 0.0311732 | val_loss: 0.0312039 | Time: 1212.05 ms [2022-04-05 12:03:53 main:574] : INFO : Epoch 1856 | loss: 0.0311712 | val_loss: 0.0311956 | Time: 1185.77 ms [2022-04-05 12:03:54 main:574] : INFO : Epoch 1857 | loss: 0.0311677 | val_loss: 0.0311974 | Time: 1183.93 ms [2022-04-05 12:03:55 main:574] : INFO : Epoch 1858 | loss: 0.0311662 | val_loss: 0.0311984 | Time: 1215.24 ms [2022-04-05 12:03:57 main:574] : INFO : Epoch 1859 | loss: 0.0311672 | val_loss: 0.0311927 | Time: 1168.38 ms [2022-04-05 12:03:58 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311979 | Time: 1225.47 ms [2022-04-05 12:03:59 main:574] : INFO : Epoch 1861 | loss: 0.0311666 | val_loss: 0.0311969 | Time: 1170.28 ms [2022-04-05 12:04:00 main:574] : INFO : Epoch 1862 | loss: 0.0311685 | val_loss: 0.0311957 | Time: 1207.98 ms [2022-04-05 12:04:01 main:574] : INFO : Epoch 1863 | loss: 0.0311737 | val_loss: 0.0311966 | Time: 1187.4 ms [2022-04-05 12:04:03 main:574] : INFO : Epoch 1864 | loss: 0.031172 | val_loss: 0.0311952 | Time: 1180.52 ms [2022-04-05 12:04:04 main:574] : INFO : Epoch 1865 | loss: 0.0311731 | val_loss: 0.0311957 | Time: 1231.7 ms [2022-04-05 12:04:05 main:574] : INFO : Epoch 1866 | loss: 0.0311751 | val_loss: 0.0311916 | Time: 1173.09 ms [2022-04-05 12:04:06 main:574] : INFO : Epoch 1867 | loss: 0.0311742 | val_loss: 0.0311932 | Time: 1226.79 ms [2022-04-05 12:04:08 main:574] : INFO : Epoch 1868 | loss: 0.0311715 | val_loss: 0.031192 | Time: 1172.43 ms [2022-04-05 12:04:09 main:574] : INFO : Epoch 1869 | loss: 0.0311743 | val_loss: 0.0311932 | Time: 1205.17 ms [2022-04-05 12:04:10 main:574] : INFO : Epoch 1870 | loss: 0.0311763 | val_loss: 0.0312024 | Time: 1196.05 ms [2022-04-05 12:04:11 main:574] : INFO : Epoch 1871 | loss: 0.0311782 | val_loss: 0.0311949 | Time: 1169.82 ms [2022-04-05 12:04:12 main:574] : INFO : Epoch 1872 | loss: 0.0311752 | val_loss: 0.0311962 | Time: 1228.87 ms [2022-04-05 12:04:14 main:574] : INFO : Epoch 1873 | loss: 0.031172 | val_loss: 0.0311917 | Time: 1154.35 ms [2022-04-05 12:04:15 main:574] : INFO : Epoch 1874 | loss: 0.0311727 | val_loss: 0.0311932 | Time: 1206.85 ms [2022-04-05 12:04:16 main:574] : INFO : Epoch 1875 | loss: 0.0311748 | val_loss: 0.0311907 | Time: 1182.79 ms [2022-04-05 12:04:17 main:574] : INFO : Epoch 1876 | loss: 0.0311744 | val_loss: 0.0311905 | Time: 1185.23 ms [2022-04-05 12:04:18 main:574] : INFO : Epoch 1877 | loss: 0.0311736 | val_loss: 0.0311904 | Time: 1238.78 ms [2022-04-05 12:04:20 main:574] : INFO : Epoch 1878 | loss: 0.031171 | val_loss: 0.0311921 | Time: 1163.42 ms [2022-04-05 12:04:21 main:574] : INFO : Epoch 1879 | loss: 0.0311723 | val_loss: 0.0311927 | Time: 1215.66 ms [2022-04-05 12:04:22 main:574] : INFO : Epoch 1880 | loss: 0.0311719 | val_loss: 0.031192 | Time: 1160.77 ms [2022-04-05 12:04:23 main:574] : INFO : Epoch 1881 | loss: 0.031174 | val_loss: 0.0311901 | Time: 1201.24 ms [2022-04-05 12:04:24 main:574] : INFO : Epoch 1882 | loss: 0.0311721 | val_loss: 0.0311953 | Time: 1219.75 ms [2022-04-05 12:04:26 main:574] : INFO : Epoch 1883 | loss: 0.0311708 | val_loss: 0.0311912 | Time: 1178.92 ms [2022-04-05 12:04:27 main:574] : INFO : Epoch 1884 | loss: 0.0311702 | val_loss: 0.0311921 | Time: 1223.95 ms [2022-04-05 12:04:28 main:574] : INFO : Epoch 1885 | loss: 0.0311687 | val_loss: 0.0311942 | Time: 1186.96 ms [2022-04-05 12:04:29 main:574] : INFO : Epoch 1886 | loss: 0.0311717 | val_loss: 0.0311903 | Time: 1212.92 ms [2022-04-05 12:04:30 main:574] : INFO : Epoch 1887 | loss: 0.0311744 | val_loss: 0.0311938 | Time: 1188.86 ms [2022-04-05 12:04:32 main:574] : INFO : Epoch 1888 | loss: 0.0311729 | val_loss: 0.0312001 | Time: 1195.68 ms [2022-04-05 12:04:33 main:574] : INFO : Epoch 1889 | loss: 0.0311695 | val_loss: 0.0311949 | Time: 1204.98 ms [2022-04-05 12:04:34 main:574] : INFO : Epoch 1890 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 1162.51 ms [2022-04-05 12:04:35 main:574] : INFO : Epoch 1891 | loss: 0.0311705 | val_loss: 0.0311984 | Time: 1222.25 ms [2022-04-05 12:04:37 main:574] : INFO : Epoch 1892 | loss: 0.0311716 | val_loss: 0.0311963 | Time: 1168.56 ms [2022-04-05 12:04:38 main:574] : INFO : Epoch 1893 | loss: 0.0311699 | val_loss: 0.0311962 | Time: 1208.55 ms [2022-04-05 12:04:39 main:574] : INFO : Epoch 1894 | loss: 0.0311684 | val_loss: 0.0311927 | Time: 1181.65 ms [2022-04-05 12:04:40 main:574] : INFO : Epoch 1895 | loss: 0.0311677 | val_loss: 0.0311967 | Time: 1180.8 ms [2022-04-05 12:04:41 main:574] : INFO : Epoch 1896 | loss: 0.0311668 | val_loss: 0.0311947 | Time: 1217.82 ms [2022-04-05 12:04:43 main:574] : INFO : Epoch 1897 | loss: 0.0311667 | val_loss: 0.0311966 | Time: 1172.9 ms [2022-04-05 12:04:44 main:574] : INFO : Epoch 1898 | loss: 0.0311664 | val_loss: 0.0311973 | Time: 1220.5 ms [2022-04-05 12:04:45 main:574] : INFO : Epoch 1899 | loss: 0.031168 | val_loss: 0.0311937 | Time: 1158.71 ms [2022-04-05 12:04:46 main:574] : INFO : Epoch 1900 | loss: 0.0311673 | val_loss: 0.0311999 | Time: 1227.1 ms [2022-04-05 12:04:47 main:574] : INFO : Epoch 1901 | loss: 0.0311737 | val_loss: 0.0311961 | Time: 1190.2 ms [2022-04-05 12:04:49 main:574] : INFO : Epoch 1902 | loss: 0.0311799 | val_loss: 0.0311962 | Time: 1174.98 ms [2022-04-05 12:04:50 main:574] : INFO : Epoch 1903 | loss: 0.0311783 | val_loss: 0.031196 | Time: 1219.66 ms [2022-04-05 12:04:51 main:574] : INFO : Epoch 1904 | loss: 0.0311761 | val_loss: 0.0311925 | Time: 1158.83 ms [2022-04-05 12:04:52 main:574] : INFO : Epoch 1905 | loss: 0.0311743 | val_loss: 0.0311989 | Time: 1215.1 ms [2022-04-05 12:04:53 main:574] : INFO : Epoch 1906 | loss: 0.0311736 | val_loss: 0.0311927 | Time: 1174.68 ms [2022-04-05 12:04:55 main:574] : INFO : Epoch 1907 | loss: 0.0311742 | val_loss: 0.0311943 | Time: 1189.51 ms [2022-04-05 12:04:56 main:574] : INFO : Epoch 1908 | loss: 0.0311719 | val_loss: 0.0311938 | Time: 1225.49 ms [2022-04-05 12:04:57 main:574] : INFO : Epoch 1909 | loss: 0.0311698 | val_loss: 0.0311977 | Time: 1168.35 ms [2022-04-05 12:04:58 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0312007 | Time: 1237.73 ms [2022-04-05 12:04:59 main:574] : INFO : Epoch 1911 | loss: 0.0311711 | val_loss: 0.0311948 | Time: 1155.91 ms [2022-04-05 12:05:01 main:574] : INFO : Epoch 1912 | loss: 0.0311711 | val_loss: 0.0311991 | Time: 1217.81 ms [2022-04-05 12:05:02 main:574] : INFO : Epoch 1913 | loss: 0.0311706 | val_loss: 0.0311971 | Time: 1180.3 ms [2022-04-05 12:05:03 main:574] : INFO : Epoch 1914 | loss: 0.031171 | val_loss: 0.0311987 | Time: 1194.06 ms [2022-04-05 12:05:04 main:574] : INFO : Epoch 1915 | loss: 0.0311684 | val_loss: 0.0312037 | Time: 1225.14 ms [2022-04-05 12:05:05 main:574] : INFO : Epoch 1916 | loss: 0.0311678 | val_loss: 0.0311955 | Time: 1160.04 ms [2022-04-05 12:05:07 main:574] : INFO : Epoch 1917 | loss: 0.0311693 | val_loss: 0.0312003 | Time: 1224.84 ms [2022-04-05 12:05:08 main:574] : INFO : Epoch 1918 | loss: 0.0311702 | val_loss: 0.0311927 | Time: 1160.28 ms [2022-04-05 12:05:09 main:574] : INFO : Epoch 1919 | loss: 0.031172 | val_loss: 0.031194 | Time: 1213.31 ms [2022-04-05 12:05:10 main:574] : INFO : Epoch 1920 | loss: 0.0311728 | val_loss: 0.0311972 | Time: 1194.43 ms [2022-04-05 12:05:11 main:574] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311968 | Time: 1160.19 ms [2022-04-05 12:05:13 main:574] : INFO : Epoch 1922 | loss: 0.0311697 | val_loss: 0.0311993 | Time: 1240.16 ms [2022-04-05 12:05:14 main:574] : INFO : Epoch 1923 | loss: 0.0311686 | val_loss: 0.0312017 | Time: 1157.14 ms [2022-04-05 12:05:15 main:574] : INFO : Epoch 1924 | loss: 0.0311713 | val_loss: 0.0311953 | Time: 1211.38 ms [2022-04-05 12:05:16 main:574] : INFO : Epoch 1925 | loss: 0.0311725 | val_loss: 0.0312003 | Time: 1184.47 ms [2022-04-05 12:05:18 main:574] : INFO : Epoch 1926 | loss: 0.031171 | val_loss: 0.0312 | Time: 1178.75 ms [2022-04-05 12:05:19 main:574] : INFO : Epoch 1927 | loss: 0.0311696 | val_loss: 0.0312 | Time: 1226.16 ms [2022-04-05 12:05:20 main:574] : INFO : Epoch 1928 | loss: 0.03117 | val_loss: 0.0311971 | Time: 1187.93 ms [2022-04-05 12:05:21 main:574] : INFO : Epoch 1929 | loss: 0.0311684 | val_loss: 0.0311964 | Time: 1224.92 ms [2022-04-05 12:05:22 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.0312057 | Time: 1163.83 ms [2022-04-05 12:05:24 main:574] : INFO : Epoch 1931 | loss: 0.031168 | val_loss: 0.0311935 | Time: 1219.4 ms [2022-04-05 12:05:25 main:574] : INFO : Epoch 1932 | loss: 0.0311713 | val_loss: 0.0312004 | Time: 1192.81 ms [2022-04-05 12:05:26 main:574] : INFO : Epoch 1933 | loss: 0.0311678 | val_loss: 0.0312065 | Time: 1170.98 ms [2022-04-05 12:05:27 main:574] : INFO : Epoch 1934 | loss: 0.0311683 | val_loss: 0.0312012 | Time: 1213.71 ms [2022-04-05 12:05:28 main:574] : INFO : Epoch 1935 | loss: 0.0311676 | val_loss: 0.0312047 | Time: 1164.29 ms [2022-04-05 12:05:30 main:574] : INFO : Epoch 1936 | loss: 0.0311669 | val_loss: 0.0311919 | Time: 1225.41 ms [2022-04-05 12:05:31 main:574] : INFO : Epoch 1937 | loss: 0.0311727 | val_loss: 0.0311962 | Time: 1190.03 ms [2022-04-05 12:05:32 main:574] : INFO : Epoch 1938 | loss: 0.0311734 | val_loss: 0.0311968 | Time: 1204.11 ms [2022-04-05 12:05:33 main:574] : INFO : Epoch 1939 | loss: 0.0311715 | val_loss: 0.0312002 | Time: 1204.34 ms [2022-04-05 12:05:34 main:574] : INFO : Epoch 1940 | loss: 0.0311685 | val_loss: 0.0312059 | Time: 1171.17 ms [2022-04-05 12:05:36 main:574] : INFO : Epoch 1941 | loss: 0.031169 | val_loss: 0.0311941 | Time: 1238.93 ms [2022-04-05 12:05:37 main:574] : INFO : Epoch 1942 | loss: 0.0311745 | val_loss: 0.031196 | Time: 1189.23 ms [2022-04-05 12:05:38 main:574] : INFO : Epoch 1943 | loss: 0.0311754 | val_loss: 0.0312 | Time: 1208.53 ms [2022-04-05 12:05:39 main:574] : INFO : Epoch 1944 | loss: 0.0311733 | val_loss: 0.0311925 | Time: 1168.39 ms [2022-04-05 12:05:41 main:574] : INFO : Epoch 1945 | loss: 0.0311716 | val_loss: 0.0311948 | Time: 1199.49 ms [2022-04-05 12:05:42 main:574] : INFO : Epoch 1946 | loss: 0.0311696 | val_loss: 0.0311983 | Time: 1202.97 ms [2022-04-05 12:05:43 main:574] : INFO : Epoch 1947 | loss: 0.0311688 | val_loss: 0.031197 | Time: 1162.32 ms [2022-04-05 12:05:44 main:574] : INFO : Epoch 1948 | loss: 0.0311694 | val_loss: 0.0311998 | Time: 1216.1 ms [2022-04-05 12:05:45 main:574] : INFO : Epoch 1949 | loss: 0.0311691 | val_loss: 0.0311961 | Time: 1158.23 ms [2022-04-05 12:05:47 main:574] : INFO : Epoch 1950 | loss: 0.0311672 | val_loss: 0.0311999 | Time: 1212.46 ms [2022-04-05 12:05:48 main:574] : INFO : Epoch 1951 | loss: 0.0311668 | val_loss: 0.0312007 | Time: 1203.14 ms [2022-04-05 12:05:49 main:574] : INFO : Epoch 1952 | loss: 0.0311658 | val_loss: 0.0312049 | Time: 1175.54 ms [2022-04-05 12:05:50 main:574] : INFO : Epoch 1953 | loss: 0.031165 | val_loss: 0.0312019 | Time: 1221.63 ms [2022-04-05 12:05:51 main:574] : INFO : Epoch 1954 | loss: 0.0311668 | val_loss: 0.0312015 | Time: 1161.96 ms [2022-04-05 12:05:53 main:574] : INFO : Epoch 1955 | loss: 0.0311663 | val_loss: 0.0312077 | Time: 1255.72 ms [2022-04-05 12:05:54 main:574] : INFO : Epoch 1956 | loss: 0.031167 | val_loss: 0.0312185 | Time: 1205.85 ms [2022-04-05 12:05:55 main:574] : INFO : Epoch 1957 | loss: 0.0311658 | val_loss: 0.0312002 | Time: 1219.47 ms [2022-04-05 12:05:56 main:574] : INFO : Epoch 1958 | loss: 0.0311643 | val_loss: 0.0312055 | Time: 1225.15 ms [2022-04-05 12:05:57 main:574] : INFO : Epoch 1959 | loss: 0.0311659 | val_loss: 0.0311975 | Time: 1171.79 ms [2022-04-05 12:05:59 main:574] : INFO : Epoch 1960 | loss: 0.0311651 | val_loss: 0.0312112 | Time: 1264.39 ms [2022-04-05 12:06:00 main:574] : INFO : Epoch 1961 | loss: 0.0311654 | val_loss: 0.0312051 | Time: 1155.09 ms [2022-04-05 12:06:01 main:574] : INFO : Epoch 1962 | loss: 0.0311664 | val_loss: 0.0312051 | Time: 1223.78 ms [2022-04-05 12:06:02 main:574] : INFO : Epoch 1963 | loss: 0.0311671 | val_loss: 0.0311975 | Time: 1184.29 ms [2022-04-05 12:06:04 main:574] : INFO : Epoch 1964 | loss: 0.0311655 | val_loss: 0.0311975 | Time: 1196.1 ms [2022-04-05 12:06:05 main:574] : INFO : Epoch 1965 | loss: 0.0311666 | val_loss: 0.0311997 | Time: 1234.63 ms [2022-04-05 12:06:06 main:574] : INFO : Epoch 1966 | loss: 0.03117 | val_loss: 0.0312034 | Time: 1168.01 ms [2022-04-05 12:06:07 main:574] : INFO : Epoch 1967 | loss: 0.0311707 | val_loss: 0.0311958 | Time: 1235.59 ms [2022-04-05 12:06:08 main:574] : INFO : Epoch 1968 | loss: 0.0311746 | val_loss: 0.031194 | Time: 1154.88 ms [2022-04-05 12:06:10 main:574] : INFO : Epoch 1969 | loss: 0.0311724 | val_loss: 0.0311961 | Time: 1214.98 ms [2022-04-05 12:06:11 main:574] : INFO : Epoch 1970 | loss: 0.0311706 | val_loss: 0.0311975 | Time: 1194.74 ms [2022-04-05 12:06:12 main:574] : INFO : Epoch 1971 | loss: 0.0311696 | val_loss: 0.0311993 | Time: 1179.97 ms [2022-04-05 12:06:13 main:574] : INFO : Epoch 1972 | loss: 0.0311704 | val_loss: 0.0312023 | Time: 1215.41 ms [2022-04-05 12:06:14 main:574] : INFO : Epoch 1973 | loss: 0.0311675 | val_loss: 0.031202 | Time: 1155.52 ms [2022-04-05 12:06:16 main:574] : INFO : Epoch 1974 | loss: 0.0311684 | val_loss: 0.0312062 | Time: 1212.06 ms [2022-04-05 12:06:17 main:574] : INFO : Epoch 1975 | loss: 0.031167 | val_loss: 0.0312006 | Time: 1175.68 ms [2022-04-05 12:06:18 main:574] : INFO : Epoch 1976 | loss: 0.0311678 | val_loss: 0.0311959 | Time: 1201.75 ms [2022-04-05 12:06:19 main:574] : INFO : Epoch 1977 | loss: 0.031176 | val_loss: 0.0311957 | Time: 1195.53 ms [2022-04-05 12:06:20 main:574] : INFO : Epoch 1978 | loss: 0.0311746 | val_loss: 0.0311971 | Time: 1174.86 ms [2022-04-05 12:06:22 main:574] : INFO : Epoch 1979 | loss: 0.031172 | val_loss: 0.0311945 | Time: 1218.27 ms [2022-04-05 12:06:23 main:574] : INFO : Epoch 1980 | loss: 0.0311692 | val_loss: 0.0311999 | Time: 1159.65 ms [2022-04-05 12:06:24 main:574] : INFO : Epoch 1981 | loss: 0.0311676 | val_loss: 0.0311965 | Time: 1204.97 ms [2022-04-05 12:06:25 main:574] : INFO : Epoch 1982 | loss: 0.0311659 | val_loss: 0.0311983 | Time: 1178.69 ms [2022-04-05 12:06:26 main:574] : INFO : Epoch 1983 | loss: 0.0311675 | val_loss: 0.0312035 | Time: 1190.74 ms [2022-04-05 12:06:28 main:574] : INFO : Epoch 1984 | loss: 0.0311653 | val_loss: 0.0312057 | Time: 1207.03 ms [2022-04-05 12:06:29 main:574] : INFO : Epoch 1985 | loss: 0.0311656 | val_loss: 0.0312059 | Time: 1184.09 ms [2022-04-05 12:06:30 main:574] : INFO : Epoch 1986 | loss: 0.0311661 | val_loss: 0.0312022 | Time: 1229.7 ms [2022-04-05 12:06:31 main:574] : INFO : Epoch 1987 | loss: 0.0311651 | val_loss: 0.0312066 | Time: 1164.05 ms [2022-04-05 12:06:33 main:574] : INFO : Epoch 1988 | loss: 0.0311699 | val_loss: 0.0311989 | Time: 1205.83 ms [2022-04-05 12:06:34 main:574] : INFO : Epoch 1989 | loss: 0.031169 | val_loss: 0.0312076 | Time: 1201.56 ms [2022-04-05 12:06:35 main:574] : INFO : Epoch 1990 | loss: 0.0311703 | val_loss: 0.0311936 | Time: 1188.11 ms [2022-04-05 12:06:36 main:574] : INFO : Epoch 1991 | loss: 0.0311715 | val_loss: 0.0311948 | Time: 1211.82 ms [2022-04-05 12:06:37 main:574] : INFO : Epoch 1992 | loss: 0.0311702 | val_loss: 0.0311974 | Time: 1163.9 ms [2022-04-05 12:06:39 main:574] : INFO : Epoch 1993 | loss: 0.0311694 | val_loss: 0.031195 | Time: 1236.84 ms [2022-04-05 12:06:40 main:574] : INFO : Epoch 1994 | loss: 0.0311688 | val_loss: 0.0311904 | Time: 1168.85 ms [2022-04-05 12:06:41 main:574] : INFO : Epoch 1995 | loss: 0.0311758 | val_loss: 0.031193 | Time: 1194.19 ms [2022-04-05 12:06:42 main:574] : INFO : Epoch 1996 | loss: 0.0311744 | val_loss: 0.0311943 | Time: 1207.69 ms [2022-04-05 12:06:43 main:574] : INFO : Epoch 1997 | loss: 0.0311706 | val_loss: 0.0311959 | Time: 1153.74 ms [2022-04-05 12:06:45 main:574] : INFO : Epoch 1998 | loss: 0.0311678 | val_loss: 0.0311945 | Time: 1248.42 ms [2022-04-05 12:06:46 main:574] : INFO : Epoch 1999 | loss: 0.0311657 | val_loss: 0.0311965 | Time: 1160.63 ms [2022-04-05 12:06:47 main:574] : INFO : Epoch 2000 | loss: 0.031166 | val_loss: 0.0311926 | Time: 1217.81 ms [2022-04-05 12:06:48 main:574] : INFO : Epoch 2001 | loss: 0.0311673 | val_loss: 0.0311945 | Time: 1210.45 ms [2022-04-05 12:06:49 main:574] : INFO : Epoch 2002 | loss: 0.0311664 | val_loss: 0.0311956 | Time: 1197.84 ms [2022-04-05 12:06:51 main:574] : INFO : Epoch 2003 | loss: 0.0311667 | val_loss: 0.0311977 | Time: 1232.54 ms [2022-04-05 12:06:52 main:574] : INFO : Epoch 2004 | loss: 0.0311675 | val_loss: 0.0311953 | Time: 1194.87 ms [2022-04-05 12:06:53 main:574] : INFO : Epoch 2005 | loss: 0.0311663 | val_loss: 0.0311973 | Time: 1225.34 ms [2022-04-05 12:06:54 main:574] : INFO : Epoch 2006 | loss: 0.0311668 | val_loss: 0.0311927 | Time: 1179.75 ms [2022-04-05 12:06:56 main:574] : INFO : Epoch 2007 | loss: 0.0311688 | val_loss: 0.0311964 | Time: 1210.87 ms [2022-04-05 12:06:57 main:574] : INFO : Epoch 2008 | loss: 0.0311648 | val_loss: 0.0311941 | Time: 1182.08 ms [2022-04-05 12:06:58 main:574] : INFO : Epoch 2009 | loss: 0.0311667 | val_loss: 0.0311962 | Time: 1188.48 ms [2022-04-05 12:06:59 main:574] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311959 | Time: 1220.4 ms [2022-04-05 12:07:00 main:574] : INFO : Epoch 2011 | loss: 0.0311692 | val_loss: 0.0312021 | Time: 1173.63 ms [2022-04-05 12:07:02 main:574] : INFO : Epoch 2012 | loss: 0.0311665 | val_loss: 0.0312037 | Time: 1221.58 ms [2022-04-05 12:07:03 main:574] : INFO : Epoch 2013 | loss: 0.0311662 | val_loss: 0.0311971 | Time: 1172.48 ms [2022-04-05 12:07:04 main:574] : INFO : Epoch 2014 | loss: 0.0311659 | val_loss: 0.0311959 | Time: 1195.65 ms [2022-04-05 12:07:05 main:574] : INFO : Epoch 2015 | loss: 0.0311741 | val_loss: 0.0311998 | Time: 1196.43 ms [2022-04-05 12:07:06 main:574] : INFO : Epoch 2016 | loss: 0.0311754 | val_loss: 0.0311965 | Time: 1191.71 ms [2022-04-05 12:07:08 main:574] : INFO : Epoch 2017 | loss: 0.0311788 | val_loss: 0.0311944 | Time: 1227.34 ms [2022-04-05 12:07:09 main:574] : INFO : Epoch 2018 | loss: 0.0311782 | val_loss: 0.0311954 | Time: 1155.66 ms [2022-04-05 12:07:10 main:574] : INFO : Epoch 2019 | loss: 0.0311759 | val_loss: 0.0311975 | Time: 1215.37 ms [2022-04-05 12:07:11 main:574] : INFO : Epoch 2020 | loss: 0.0311742 | val_loss: 0.0311949 | Time: 1178.82 ms [2022-04-05 12:07:12 main:574] : INFO : Epoch 2021 | loss: 0.0311729 | val_loss: 0.0311966 | Time: 1205.84 ms [2022-04-05 12:07:14 main:574] : INFO : Epoch 2022 | loss: 0.0311727 | val_loss: 0.0311977 | Time: 1195.66 ms [2022-04-05 12:07:15 main:574] : INFO : Epoch 2023 | loss: 0.0311709 | val_loss: 0.0311975 | Time: 1164.18 ms [2022-04-05 12:07:16 main:574] : INFO : Epoch 2024 | loss: 0.0311736 | val_loss: 0.0311977 | Time: 1223.63 ms [2022-04-05 12:07:17 main:574] : INFO : Epoch 2025 | loss: 0.0311725 | val_loss: 0.0311979 | Time: 1167.47 ms [2022-04-05 12:07:18 main:574] : INFO : Epoch 2026 | loss: 0.0311726 | val_loss: 0.0312003 | Time: 1234.84 ms [2022-04-05 12:07:20 main:574] : INFO : Epoch 2027 | loss: 0.0311738 | val_loss: 0.031197 | Time: 1188.12 ms [2022-04-05 12:07:21 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311968 | Time: 1201.13 ms [2022-04-05 12:07:22 main:574] : INFO : Epoch 2029 | loss: 0.0311696 | val_loss: 0.0312018 | Time: 1169.45 ms [2022-04-05 12:07:23 main:574] : INFO : Epoch 2030 | loss: 0.0311691 | val_loss: 0.0311969 | Time: 1154.16 ms [2022-04-05 12:07:24 main:574] : INFO : Epoch 2031 | loss: 0.0311687 | val_loss: 0.0311996 | Time: 1160.16 ms [2022-04-05 12:07:26 main:574] : INFO : Epoch 2032 | loss: 0.0311712 | val_loss: 0.0312015 | Time: 1154.24 ms [2022-04-05 12:07:27 main:574] : INFO : Epoch 2033 | loss: 0.0311703 | val_loss: 0.0311994 | Time: 1151.32 ms [2022-04-05 12:07:28 main:574] : INFO : Epoch 2034 | loss: 0.0311665 | val_loss: 0.0312013 | Time: 1145.66 ms [2022-04-05 12:07:29 main:574] : INFO : Epoch 2035 | loss: 0.031167 | val_loss: 0.0311956 | Time: 1155.75 ms [2022-04-05 12:07:30 main:574] : INFO : Epoch 2036 | loss: 0.031169 | val_loss: 0.0311946 | Time: 1162.28 ms [2022-04-05 12:07:31 main:574] : INFO : Epoch 2037 | loss: 0.0311659 | val_loss: 0.0311967 | Time: 1161.97 ms [2022-04-05 12:07:33 main:574] : INFO : Epoch 2038 | loss: 0.0311655 | val_loss: 0.0311973 | Time: 1158.06 ms [2022-04-05 12:07:34 main:574] : INFO : Epoch 2039 | loss: 0.0311658 | val_loss: 0.0311957 | Time: 1156.43 ms [2022-04-05 12:07:35 main:574] : INFO : Epoch 2040 | loss: 0.0311664 | val_loss: 0.0311961 | Time: 1149.49 ms [2022-04-05 12:07:36 main:574] : INFO : Epoch 2041 | loss: 0.0311647 | val_loss: 0.0311981 | Time: 1162.66 ms [2022-04-05 12:07:37 main:574] : INFO : Epoch 2042 | loss: 0.0311647 | val_loss: 0.0311971 | Time: 1156.69 ms [2022-04-05 12:07:38 main:574] : INFO : Epoch 2043 | loss: 0.0311664 | val_loss: 0.0312018 | Time: 1148.61 ms [2022-04-05 12:07:40 main:574] : INFO : Epoch 2044 | loss: 0.0317502 | val_loss: 0.0316122 | Time: 1161.83 ms [2022-04-05 12:07:41 main:574] : INFO : Epoch 2045 | loss: 0.0347668 | val_loss: 0.0315013 | Time: 1155.19 ms [2022-04-05 12:07:42 main:574] : INFO : Epoch 2046 | loss: 0.0315808 | val_loss: 0.0312985 | Time: 1150.72 ms [2022-04-05 12:07:43 main:574] : INFO : Epoch 2047 | loss: 0.0312944 | val_loss: 0.031271 | Time: 1154.98 ms [2022-04-05 12:07:44 main:574] : INFO : Epoch 2048 | loss: 0.0312592 | val_loss: 0.0312557 | Time: 1161.09 ms [2022-04-05 12:07:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312557 [2022-04-05 12:07:44 main:603] : INFO : Saving end state to config to file [2022-04-05 12:07:44 main:608] : INFO : Success, exiting.. 12:07:44 (2168): 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)