Task 14624413
| Name | ParityModified-1647044068-25875-3-0_1 |
| Workunit | 11405032 |
| Created | 18 Apr 2022, 22:53:34 UTC |
| Sent | 18 Apr 2022, 22:54:22 UTC |
| Report deadline | 26 Apr 2022, 22:54:22 UTC |
| Received | 19 Apr 2022, 12:42:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 42 min 10 sec |
| CPU time | 39 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1570 | loss: 0.0311471 | val_loss: 0.031167 | Time: 1125.09 ms
[2022-04-19 07:42:12 main:574] : INFO : Epoch 1571 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 1150.47 ms
[2022-04-19 07:42:13 main:574] : INFO : Epoch 1572 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 1179.97 ms
[2022-04-19 07:42:15 main:574] : INFO : Epoch 1573 | loss: 0.0365673 | val_loss: 0.0379107 | Time: 1170.73 ms
[2022-04-19 07:42:16 main:574] : INFO : Epoch 1574 | loss: 0.0411995 | val_loss: 0.0362068 | Time: 1145.06 ms
[2022-04-19 07:42:17 main:574] : INFO : Epoch 1575 | loss: 0.0325679 | val_loss: 0.0316078 | Time: 1160.12 ms
[2022-04-19 07:42:18 main:574] : INFO : Epoch 1576 | loss: 0.0313766 | val_loss: 0.0313246 | Time: 1134.31 ms
[2022-04-19 07:42:20 main:574] : INFO : Epoch 1577 | loss: 0.0312708 | val_loss: 0.0312543 | Time: 1125.76 ms
[2022-04-19 07:42:21 main:574] : INFO : Epoch 1578 | loss: 0.0312498 | val_loss: 0.0312442 | Time: 1128 ms
[2022-04-19 07:42:22 main:574] : INFO : Epoch 1579 | loss: 0.0312433 | val_loss: 0.0312415 | Time: 1142.17 ms
[2022-04-19 07:42:23 main:574] : INFO : Epoch 1580 | loss: 0.0312402 | val_loss: 0.031238 | Time: 1129.99 ms
[2022-04-19 07:42:25 main:574] : INFO : Epoch 1581 | loss: 0.0312368 | val_loss: 0.0312345 | Time: 1126.44 ms
[2022-04-19 07:42:26 main:574] : INFO : Epoch 1582 | loss: 0.0312334 | val_loss: 0.0312308 | Time: 1125.46 ms
[2022-04-19 07:42:27 main:574] : INFO : Epoch 1583 | loss: 0.0312297 | val_loss: 0.031227 | Time: 1152.2 ms
[2022-04-19 07:42:28 main:574] : INFO : Epoch 1584 | loss: 0.031226 | val_loss: 0.0312232 | Time: 1127.33 ms
[2022-04-19 07:42:29 main:574] : INFO : Epoch 1585 | loss: 0.0312221 | val_loss: 0.0312187 | Time: 1131.18 ms
[2022-04-19 07:42:31 main:574] : INFO : Epoch 1586 | loss: 0.0312179 | val_loss: 0.0312146 | Time: 1131.37 ms
[2022-04-19 07:42:32 main:574] : INFO : Epoch 1587 | loss: 0.0312142 | val_loss: 0.031212 | Time: 1126.76 ms
[2022-04-19 07:42:33 main:574] : INFO : Epoch 1588 | loss: 0.0312115 | val_loss: 0.0312101 | Time: 1124.87 ms
[2022-04-19 07:42:34 main:574] : INFO : Epoch 1589 | loss: 0.0312089 | val_loss: 0.0312068 | Time: 1125.98 ms
[2022-04-19 07:42:35 main:574] : INFO : Epoch 1590 | loss: 0.0312067 | val_loss: 0.0312043 | Time: 1125.82 ms
[2022-04-19 07:42:36 main:574] : INFO : Epoch 1591 | loss: 0.0312053 | val_loss: 0.0312029 | Time: 1128.68 ms
[2022-04-19 07:42:38 main:574] : INFO : Epoch 1592 | loss: 0.0312055 | val_loss: 0.0312051 | Time: 1129.32 ms
[2022-04-19 07:42:39 main:574] : INFO : Epoch 1593 | loss: 0.0312038 | val_loss: 0.0312026 | Time: 1128.54 ms
[2022-04-19 07:42:40 main:574] : INFO : Epoch 1594 | loss: 0.0312011 | val_loss: 0.0311988 | Time: 1152.3 ms
[2022-04-19 07:42:41 main:574] : INFO : Epoch 1595 | loss: 0.0312002 | val_loss: 0.0311999 | Time: 1132.45 ms
[2022-04-19 07:42:42 main:574] : INFO : Epoch 1596 | loss: 0.0311996 | val_loss: 0.0311971 | Time: 1128.58 ms
[2022-04-19 07:42:44 main:574] : INFO : Epoch 1597 | loss: 0.0311982 | val_loss: 0.0311963 | Time: 1140.33 ms
[2022-04-19 07:42:45 main:574] : INFO : Epoch 1598 | loss: 0.0311984 | val_loss: 0.0311958 | Time: 1139.66 ms
[2022-04-19 07:42:46 main:574] : INFO : Epoch 1599 | loss: 0.0311984 | val_loss: 0.0311962 | Time: 1130.45 ms
[2022-04-19 07:42:47 main:574] : INFO : Epoch 1600 | loss: 0.0311972 | val_loss: 0.0311953 | Time: 1126.2 ms
[2022-04-19 07:42:49 main:574] : INFO : Epoch 1601 | loss: 0.0311964 | val_loss: 0.0311945 | Time: 1148.59 ms
[2022-04-19 07:42:50 main:574] : INFO : Epoch 1602 | loss: 0.0311958 | val_loss: 0.0311956 | Time: 1135.85 ms
[2022-04-19 07:42:51 main:574] : INFO : Epoch 1603 | loss: 0.0311959 | val_loss: 0.0311942 | Time: 1128.33 ms
[2022-04-19 07:42:52 main:574] : INFO : Epoch 1604 | loss: 0.0311964 | val_loss: 0.0311932 | Time: 1127.68 ms
[2022-04-19 07:42:54 main:574] : INFO : Epoch 1605 | loss: 0.0311948 | val_loss: 0.031192 | Time: 1170.21 ms
[2022-04-19 07:42:55 main:574] : INFO : Epoch 1606 | loss: 0.0311944 | val_loss: 0.0311916 | Time: 1234.95 ms
[2022-04-19 07:42:56 main:574] : INFO : Epoch 1607 | loss: 0.0311936 | val_loss: 0.0311911 | Time: 1231.71 ms
[2022-04-19 07:42:57 main:574] : INFO : Epoch 1608 | loss: 0.031193 | val_loss: 0.0311918 | Time: 1247.3 ms
[2022-04-19 07:42:59 main:574] : INFO : Epoch 1609 | loss: 0.0311929 | val_loss: 0.0311922 | Time: 1264.63 ms
[2022-04-19 07:43:00 main:574] : INFO : Epoch 1610 | loss: 0.0311921 | val_loss: 0.0311909 | Time: 1218.4 ms
[2022-04-19 07:43:01 main:574] : INFO : Epoch 1611 | loss: 0.0311922 | val_loss: 0.0311892 | Time: 1191.77 ms
[2022-04-19 07:43:02 main:574] : INFO : Epoch 1612 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 1158.77 ms
[2022-04-19 07:43:04 main:574] : INFO : Epoch 1613 | loss: 0.0311921 | val_loss: 0.0311935 | Time: 1170.62 ms
[2022-04-19 07:43:05 main:574] : INFO : Epoch 1614 | loss: 0.0311913 | val_loss: 0.0311904 | Time: 1187.15 ms
[2022-04-19 07:43:06 main:574] : INFO : Epoch 1615 | loss: 0.0311906 | val_loss: 0.0311906 | Time: 1164.94 ms
[2022-04-19 07:43:07 main:574] : INFO : Epoch 1616 | loss: 0.0311904 | val_loss: 0.031188 | Time: 1212.91 ms
[2022-04-19 07:43:09 main:574] : INFO : Epoch 1617 | loss: 0.0311906 | val_loss: 0.0311902 | Time: 1192.79 ms
[2022-04-19 07:43:10 main:574] : INFO : Epoch 1618 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 1154.02 ms
[2022-04-19 07:43:11 main:574] : INFO : Epoch 1619 | loss: 0.031193 | val_loss: 0.0311882 | Time: 1136.99 ms
[2022-04-19 07:43:12 main:574] : INFO : Epoch 1620 | loss: 0.0311925 | val_loss: 0.0311874 | Time: 1136.9 ms
[2022-04-19 07:43:13 main:574] : INFO : Epoch 1621 | loss: 0.0311884 | val_loss: 0.0311874 | Time: 1146.75 ms
[2022-04-19 07:43:15 main:574] : INFO : Epoch 1622 | loss: 0.0311884 | val_loss: 0.0311903 | Time: 1139.08 ms
[2022-04-19 07:43:16 main:574] : INFO : Epoch 1623 | loss: 0.0311884 | val_loss: 0.0311856 | Time: 1138.56 ms
[2022-04-19 07:43:17 main:574] : INFO : Epoch 1624 | loss: 0.0311878 | val_loss: 0.0311938 | Time: 1153.91 ms
[2022-04-19 07:43:18 main:574] : INFO : Epoch 1625 | loss: 0.031189 | val_loss: 0.0311882 | Time: 1134.64 ms
[2022-04-19 07:43:20 main:574] : INFO : Epoch 1626 | loss: 0.0311881 | val_loss: 0.031185 | Time: 1155.37 ms
[2022-04-19 07:43:21 main:574] : INFO : Epoch 1627 | loss: 0.0311873 | val_loss: 0.0311853 | Time: 1153.1 ms
[2022-04-19 07:43:22 main:574] : INFO : Epoch 1628 | loss: 0.0311884 | val_loss: 0.0311856 | Time: 1184.26 ms
[2022-04-19 07:43:23 main:574] : INFO : Epoch 1629 | loss: 0.0311885 | val_loss: 0.0311897 | Time: 1158.67 ms
[2022-04-19 07:43:25 main:574] : INFO : Epoch 1630 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 1235.34 ms
[2022-04-19 07:43:26 main:574] : INFO : Epoch 1631 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 1150.59 ms
[2022-04-19 07:43:27 main:574] : INFO : Epoch 1632 | loss: 0.0311894 | val_loss: 0.0311878 | Time: 1164.03 ms
[2022-04-19 07:43:28 main:574] : INFO : Epoch 1633 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 1170.75 ms
[2022-04-19 07:43:30 main:574] : INFO : Epoch 1634 | loss: 0.0311881 | val_loss: 0.0311837 | Time: 1160.85 ms
[2022-04-19 07:43:31 main:574] : INFO : Epoch 1635 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 1144.07 ms
[2022-04-19 07:43:32 main:574] : INFO : Epoch 1636 | loss: 0.0311873 | val_loss: 0.0311833 | Time: 1135.36 ms
[2022-04-19 07:43:33 main:574] : INFO : Epoch 1637 | loss: 0.0311886 | val_loss: 0.0311875 | Time: 1155.1 ms
[2022-04-19 07:43:35 main:574] : INFO : Epoch 1638 | loss: 0.0311922 | val_loss: 0.0312033 | Time: 1155.89 ms
[2022-04-19 07:43:36 main:574] : INFO : Epoch 1639 | loss: 0.0311949 | val_loss: 0.0311925 | Time: 1188.42 ms
[2022-04-19 07:43:37 main:574] : INFO : Epoch 1640 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 1167.53 ms
[2022-04-19 07:43:38 main:574] : INFO : Epoch 1641 | loss: 0.0311867 | val_loss: 0.0311829 | Time: 1134.64 ms
[2022-04-19 07:43:39 main:574] : INFO : Epoch 1642 | loss: 0.0311849 | val_loss: 0.0311833 | Time: 1143.37 ms
[2022-04-19 07:43:40 main:574] : INFO : Epoch 1643 | loss: 0.0311852 | val_loss: 0.0311925 | Time: 1156.14 ms
[2022-04-19 07:43:42 main:574] : INFO : Epoch 1644 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 1164.41 ms
[2022-04-19 07:43:43 main:574] : INFO : Epoch 1645 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 1173.88 ms
[2022-04-19 07:43:44 main:574] : INFO : Epoch 1646 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 1156.29 ms
[2022-04-19 07:43:45 main:574] : INFO : Epoch 1647 | loss: 0.0311874 | val_loss: 0.0311854 | Time: 1134.9 ms
[2022-04-19 07:43:47 main:574] : INFO : Epoch 1648 | loss: 0.0311859 | val_loss: 0.0311839 | Time: 1131.79 ms
[2022-04-19 07:43:48 main:574] : INFO : Epoch 1649 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 1129.36 ms
[2022-04-19 07:43:49 main:574] : INFO : Epoch 1650 | loss: 0.0311869 | val_loss: 0.0311824 | Time: 1140.51 ms
[2022-04-19 07:43:50 main:574] : INFO : Epoch 1651 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 1134.59 ms
[2022-04-19 07:43:51 main:574] : INFO : Epoch 1652 | loss: 0.0311824 | val_loss: 0.0311853 | Time: 1133.15 ms
[2022-04-19 07:43:53 main:574] : INFO : Epoch 1653 | loss: 0.0311851 | val_loss: 0.0311822 | Time: 1133.42 ms
[2022-04-19 07:43:54 main:574] : INFO : Epoch 1654 | loss: 0.0311847 | val_loss: 0.0311821 | Time: 1130.04 ms
[2022-04-19 07:43:55 main:574] : INFO : Epoch 1655 | loss: 0.0311856 | val_loss: 0.0311815 | Time: 1128.48 ms
[2022-04-19 07:43:56 main:574] : INFO : Epoch 1656 | loss: 0.0311829 | val_loss: 0.031184 | Time: 1178.66 ms
[2022-04-19 07:43:57 main:574] : INFO : Epoch 1657 | loss: 0.0311854 | val_loss: 0.031192 | Time: 1130.25 ms
[2022-04-19 07:43:59 main:574] : INFO : Epoch 1658 | loss: 0.0311899 | val_loss: 0.0311969 | Time: 1148.65 ms
[2022-04-19 07:44:00 main:574] : INFO : Epoch 1659 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1131.83 ms
[2022-04-19 07:44:01 main:574] : INFO : Epoch 1660 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 1129.44 ms
[2022-04-19 07:44:02 main:574] : INFO : Epoch 1661 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 1131.09 ms
[2022-04-19 07:44:04 main:574] : INFO : Epoch 1662 | loss: 0.0311833 | val_loss: 0.031184 | Time: 1127.42 ms
[2022-04-19 07:44:05 main:574] : INFO : Epoch 1663 | loss: 0.0311862 | val_loss: 0.0311813 | Time: 1130.75 ms
[2022-04-19 07:44:06 main:574] : INFO : Epoch 1664 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 1129.97 ms
[2022-04-19 07:44:07 main:574] : INFO : Epoch 1665 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 1130.58 ms
[2022-04-19 07:44:08 main:574] : INFO : Epoch 1666 | loss: 0.0311844 | val_loss: 0.0311831 | Time: 1144.08 ms
[2022-04-19 07:44:10 main:574] : INFO : Epoch 1667 | loss: 0.0311822 | val_loss: 0.031181 | Time: 1168.7 ms
[2022-04-19 07:44:11 main:574] : INFO : Epoch 1668 | loss: 0.0311841 | val_loss: 0.031187 | Time: 1145.51 ms
[2022-04-19 07:44:12 main:574] : INFO : Epoch 1669 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 1175.3 ms
[2022-04-19 07:44:13 main:574] : INFO : Epoch 1670 | loss: 0.0311875 | val_loss: 0.0311915 | Time: 1167.32 ms
[2022-04-19 07:44:14 main:574] : INFO : Epoch 1671 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1162.86 ms
[2022-04-19 07:44:16 main:574] : INFO : Epoch 1672 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 1178.4 ms
[2022-04-19 07:44:17 main:574] : INFO : Epoch 1673 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 1146.2 ms
[2022-04-19 07:44:18 main:574] : INFO : Epoch 1674 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 1151.4 ms
[2022-04-19 07:44:19 main:574] : INFO : Epoch 1675 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 1166.31 ms
[2022-04-19 07:44:20 main:574] : INFO : Epoch 1676 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 1188.75 ms
[2022-04-19 07:44:22 main:574] : INFO : Epoch 1677 | loss: 0.0311809 | val_loss: 0.0311889 | Time: 1161.68 ms
[2022-04-19 07:44:23 main:574] : INFO : Epoch 1678 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1132.64 ms
[2022-04-19 07:44:24 main:574] : INFO : Epoch 1679 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 1141.79 ms
[2022-04-19 07:44:25 main:574] : INFO : Epoch 1680 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 1127.45 ms
[2022-04-19 07:44:26 main:574] : INFO : Epoch 1681 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 1136.24 ms
[2022-04-19 07:44:28 main:574] : INFO : Epoch 1682 | loss: 0.0311816 | val_loss: 0.0313619 | Time: 1161.56 ms
[2022-04-19 07:44:29 main:574] : INFO : Epoch 1683 | loss: 0.0311766 | val_loss: 0.0311851 | Time: 1188.54 ms
[2022-04-19 07:44:30 main:574] : INFO : Epoch 1684 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 1161.04 ms
[2022-04-19 07:44:31 main:574] : INFO : Epoch 1685 | loss: 0.0312207 | val_loss: 0.0311897 | Time: 1173.43 ms
[2022-04-19 07:44:33 main:574] : INFO : Epoch 1686 | loss: 0.0311919 | val_loss: 0.0311898 | Time: 1160.48 ms
[2022-04-19 07:44:34 main:574] : INFO : Epoch 1687 | loss: 0.0311913 | val_loss: 0.0311856 | Time: 1195.74 ms
[2022-04-19 07:44:35 main:574] : INFO : Epoch 1688 | loss: 0.0311885 | val_loss: 0.0311849 | Time: 1180.78 ms
[2022-04-19 07:44:36 main:574] : INFO : Epoch 1689 | loss: 0.03119 | val_loss: 0.0311975 | Time: 1133.77 ms
[2022-04-19 07:44:38 main:574] : INFO : Epoch 1690 | loss: 0.03119 | val_loss: 0.0311844 | Time: 1129.31 ms
[2022-04-19 07:44:39 main:574] : INFO : Epoch 1691 | loss: 0.031186 | val_loss: 0.0311851 | Time: 1130.64 ms
[2022-04-19 07:44:40 main:574] : INFO : Epoch 1692 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 1134.54 ms
[2022-04-19 07:44:41 main:574] : INFO : Epoch 1693 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 1128.53 ms
[2022-04-19 07:44:42 main:574] : INFO : Epoch 1694 | loss: 0.031192 | val_loss: 0.0311931 | Time: 1188.22 ms
[2022-04-19 07:44:44 main:574] : INFO : Epoch 1695 | loss: 0.0311917 | val_loss: 0.0311896 | Time: 1132.93 ms
[2022-04-19 07:44:45 main:574] : INFO : Epoch 1696 | loss: 0.0311872 | val_loss: 0.0311831 | Time: 1126.88 ms
[2022-04-19 07:44:46 main:574] : INFO : Epoch 1697 | loss: 0.0311837 | val_loss: 0.0311836 | Time: 1130.07 ms
[2022-04-19 07:44:47 main:574] : INFO : Epoch 1698 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 1153.52 ms
[2022-04-19 07:44:48 main:574] : INFO : Epoch 1699 | loss: 0.0311845 | val_loss: 0.0311909 | Time: 1143.95 ms
[2022-04-19 07:44:50 main:574] : INFO : Epoch 1700 | loss: 0.031186 | val_loss: 0.0311857 | Time: 1136.53 ms
[2022-04-19 07:44:51 main:574] : INFO : Epoch 1701 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 1129.24 ms
[2022-04-19 07:44:52 main:574] : INFO : Epoch 1702 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1128.97 ms
[2022-04-19 07:44:53 main:574] : INFO : Epoch 1703 | loss: 0.0311838 | val_loss: 0.031183 | Time: 1125.94 ms
[2022-04-19 07:44:54 main:574] : INFO : Epoch 1704 | loss: 0.0311841 | val_loss: 0.0311842 | Time: 1127.6 ms
[2022-04-19 07:44:56 main:574] : INFO : Epoch 1705 | loss: 0.0311846 | val_loss: 0.0311878 | Time: 1179.56 ms
[2022-04-19 07:44:57 main:574] : INFO : Epoch 1706 | loss: 0.0311881 | val_loss: 0.031186 | Time: 1177.89 ms
[2022-04-19 07:44:58 main:574] : INFO : Epoch 1707 | loss: 0.0311848 | val_loss: 0.0311824 | Time: 1169.78 ms
[2022-04-19 07:45:00 main:574] : INFO : Epoch 1708 | loss: 0.0311863 | val_loss: 0.0311877 | Time: 1223.6 ms
[2022-04-19 07:45:01 main:574] : INFO : Epoch 1709 | loss: 0.0311841 | val_loss: 0.0311865 | Time: 1145.6 ms
[2022-04-19 07:45:02 main:574] : INFO : Epoch 1710 | loss: 0.0311834 | val_loss: 0.0311921 | Time: 1170.75 ms
[2022-04-19 07:45:03 main:574] : INFO : Epoch 1711 | loss: 0.0311817 | val_loss: 0.0311808 | Time: 1181.04 ms
[2022-04-19 07:45:05 main:574] : INFO : Epoch 1712 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 1173.83 ms
[2022-04-19 07:45:06 main:574] : INFO : Epoch 1713 | loss: 0.031181 | val_loss: 0.0311821 | Time: 1158.99 ms
[2022-04-19 07:45:07 main:574] : INFO : Epoch 1714 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 1193.34 ms
[2022-04-19 07:45:08 main:574] : INFO : Epoch 1715 | loss: 0.0311839 | val_loss: 0.031195 | Time: 1150.38 ms
[2022-04-19 07:45:09 main:574] : INFO : Epoch 1716 | loss: 0.0311918 | val_loss: 0.031189 | Time: 1161.63 ms
[2022-04-19 07:45:11 main:574] : INFO : Epoch 1717 | loss: 0.0311829 | val_loss: 0.0311833 | Time: 1127.21 ms
[2022-04-19 07:45:12 main:574] : INFO : Epoch 1718 | loss: 0.0311815 | val_loss: 0.0311841 | Time: 1126.31 ms
[2022-04-19 07:45:13 main:574] : INFO : Epoch 1719 | loss: 0.0311845 | val_loss: 0.0311785 | Time: 1127.71 ms
[2022-04-19 07:45:14 main:574] : INFO : Epoch 1720 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 1127.54 ms
[2022-04-19 07:45:15 main:574] : INFO : Epoch 1721 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 1131.65 ms
[2022-04-19 07:45:16 main:574] : INFO : Epoch 1722 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 1126.02 ms
[2022-04-19 07:45:18 main:574] : INFO : Epoch 1723 | loss: 0.031175 | val_loss: 0.0311802 | Time: 1165.18 ms
[2022-04-19 07:45:19 main:574] : INFO : Epoch 1724 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 1197.72 ms
[2022-04-19 07:45:20 main:574] : INFO : Epoch 1725 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 1223.98 ms
[2022-04-19 07:45:22 main:574] : INFO : Epoch 1726 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 1325.15 ms
[2022-04-19 07:45:23 main:574] : INFO : Epoch 1727 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 1207.57 ms
[2022-04-19 07:45:24 main:574] : INFO : Epoch 1728 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 1208.31 ms
[2022-04-19 07:45:25 main:574] : INFO : Epoch 1729 | loss: 0.0311795 | val_loss: 0.031179 | Time: 1198.79 ms
[2022-04-19 07:45:26 main:574] : INFO : Epoch 1730 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1238.08 ms
[2022-04-19 07:45:28 main:574] : INFO : Epoch 1731 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 1251.63 ms
[2022-04-19 07:45:29 main:574] : INFO : Epoch 1732 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1193.22 ms
[2022-04-19 07:45:30 main:574] : INFO : Epoch 1733 | loss: 0.0311796 | val_loss: 0.0311887 | Time: 1161.6 ms
[2022-04-19 07:45:31 main:574] : INFO : Epoch 1734 | loss: 0.0311782 | val_loss: 0.031179 | Time: 1217.32 ms
[2022-04-19 07:45:32 main:574] : INFO : Epoch 1735 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 1157.16 ms
[2022-04-19 07:45:34 main:574] : INFO : Epoch 1736 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 1142.01 ms
[2022-04-19 07:45:35 main:574] : INFO : Epoch 1737 | loss: 0.0311733 | val_loss: 0.0311832 | Time: 1189.91 ms
[2022-04-19 07:45:36 main:574] : INFO : Epoch 1738 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 1174.89 ms
[2022-04-19 07:45:37 main:574] : INFO : Epoch 1739 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 1164.15 ms
[2022-04-19 07:45:39 main:574] : INFO : Epoch 1740 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 1160.69 ms
[2022-04-19 07:45:40 main:574] : INFO : Epoch 1741 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1169.25 ms
[2022-04-19 07:45:41 main:574] : INFO : Epoch 1742 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 1142.21 ms
[2022-04-19 07:45:42 main:574] : INFO : Epoch 1743 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 1128.82 ms
[2022-04-19 07:45:44 main:574] : INFO : Epoch 1744 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1179.19 ms
[2022-04-19 07:45:45 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 1126.68 ms
[2022-04-19 07:45:46 main:574] : INFO : Epoch 1746 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 1129.85 ms
[2022-04-19 07:45:47 main:574] : INFO : Epoch 1747 | loss: 0.0311747 | val_loss: 0.031186 | Time: 1128.15 ms
[2022-04-19 07:45:49 main:574] : INFO : Epoch 1748 | loss: 0.0311764 | val_loss: 0.0311795 | Time: 1131.03 ms
[2022-04-19 07:45:50 main:574] : INFO : Epoch 1749 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 1192.83 ms
[2022-04-19 07:45:51 main:574] : INFO : Epoch 1750 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 1209.85 ms
[2022-04-19 07:45:52 main:574] : INFO : Epoch 1751 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 1205.26 ms
[2022-04-19 07:45:53 main:574] : INFO : Epoch 1752 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 1158.59 ms
[2022-04-19 07:45:55 main:574] : INFO : Epoch 1753 | loss: 0.03118 | val_loss: 0.0311837 | Time: 1131.94 ms
[2022-04-19 07:45:56 main:574] : INFO : Epoch 1754 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 1130.74 ms
[2022-04-19 07:45:57 main:574] : INFO : Epoch 1755 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 1156.91 ms
[2022-04-19 07:45:58 main:574] : INFO : Epoch 1756 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1127.64 ms
[2022-04-19 07:46:00 main:574] : INFO : Epoch 1757 | loss: 0.0311795 | val_loss: 0.0311866 | Time: 1125.98 ms
[2022-04-19 07:46:01 main:574] : INFO : Epoch 1758 | loss: 0.0311838 | val_loss: 0.0311913 | Time: 1131.27 ms
[2022-04-19 07:46:02 main:574] : INFO : Epoch 1759 | loss: 0.0311852 | val_loss: 0.0311835 | Time: 1132.53 ms
[2022-04-19 07:46:03 main:574] : INFO : Epoch 1760 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 1130.14 ms
[2022-04-19 07:46:04 main:574] : INFO : Epoch 1761 | loss: 0.03119 | val_loss: 0.0311837 | Time: 1188.72 ms
[2022-04-19 07:46:06 main:574] : INFO : Epoch 1762 | loss: 0.0311837 | val_loss: 0.0311808 | Time: 1185.27 ms
[2022-04-19 07:46:07 main:574] : INFO : Epoch 1763 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 1139.78 ms
[2022-04-19 07:46:08 main:574] : INFO : Epoch 1764 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 1138.96 ms
[2022-04-19 07:46:09 main:574] : INFO : Epoch 1765 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 1149.86 ms
[2022-04-19 07:46:10 main:574] : INFO : Epoch 1766 | loss: 0.0311812 | val_loss: 0.0311818 | Time: 1127.74 ms
[2022-04-19 07:46:12 main:574] : INFO : Epoch 1767 | loss: 0.0311828 | val_loss: 0.0311794 | Time: 1141.4 ms
[2022-04-19 07:46:13 main:574] : INFO : Epoch 1768 | loss: 0.0311806 | val_loss: 0.0311763 | Time: 1206.32 ms
[2022-04-19 07:46:14 main:574] : INFO : Epoch 1769 | loss: 0.0311803 | val_loss: 0.031185 | Time: 1183.4 ms
[2022-04-19 07:46:15 main:574] : INFO : Epoch 1770 | loss: 0.031183 | val_loss: 0.0311751 | Time: 1156.48 ms
[2022-04-19 07:46:16 main:574] : INFO : Epoch 1771 | loss: 0.0311811 | val_loss: 0.031177 | Time: 1131.97 ms
[2022-04-19 07:46:18 main:574] : INFO : Epoch 1772 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 1228.64 ms
[2022-04-19 07:46:19 main:574] : INFO : Epoch 1773 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 1170.77 ms
[2022-04-19 07:46:20 main:574] : INFO : Epoch 1774 | loss: 0.0311915 | val_loss: 0.0311839 | Time: 1127 ms
[2022-04-19 07:46:21 main:574] : INFO : Epoch 1775 | loss: 0.0311871 | val_loss: 0.0311887 | Time: 1126.21 ms
[2022-04-19 07:46:23 main:574] : INFO : Epoch 1776 | loss: 0.0311863 | val_loss: 0.0311856 | Time: 1175.76 ms
[2022-04-19 07:46:24 main:574] : INFO : Epoch 1777 | loss: 0.0311865 | val_loss: 0.0311834 | Time: 1211.29 ms
[2022-04-19 07:46:25 main:574] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311836 | Time: 1217.63 ms
[2022-04-19 07:46:26 main:574] : INFO : Epoch 1779 | loss: 0.0311825 | val_loss: 0.0311819 | Time: 1215.81 ms
[2022-04-19 07:46:27 main:574] : INFO : Epoch 1780 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 1152.81 ms
[2022-04-19 07:46:29 main:574] : INFO : Epoch 1781 | loss: 0.0311817 | val_loss: 0.0311801 | Time: 1188.39 ms
[2022-04-19 07:46:30 main:574] : INFO : Epoch 1782 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 1173.95 ms
[2022-04-19 07:46:31 main:574] : INFO : Epoch 1783 | loss: 0.031182 | val_loss: 0.0311838 | Time: 1233.46 ms
[2022-04-19 07:46:33 main:574] : INFO : Epoch 1784 | loss: 0.0311832 | val_loss: 0.0311968 | Time: 1191.77 ms
[2022-04-19 07:46:34 main:574] : INFO : Epoch 1785 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 1149.86 ms
[2022-04-19 07:46:35 main:574] : INFO : Epoch 1786 | loss: 0.0311791 | val_loss: 0.0311836 | Time: 1149.43 ms
[2022-04-19 07:46:36 main:574] : INFO : Epoch 1787 | loss: 0.0311831 | val_loss: 0.0311818 | Time: 1179.75 ms
[2022-04-19 07:46:38 main:574] : INFO : Epoch 1788 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 1138.61 ms
[2022-04-19 07:46:39 main:574] : INFO : Epoch 1789 | loss: 0.0311812 | val_loss: 0.031183 | Time: 1190.65 ms
[2022-04-19 07:46:40 main:574] : INFO : Epoch 1790 | loss: 0.0311891 | val_loss: 0.0311808 | Time: 1184.45 ms
[2022-04-19 07:46:41 main:574] : INFO : Epoch 1791 | loss: 0.031186 | val_loss: 0.0311851 | Time: 1132.52 ms
[2022-04-19 07:46:43 main:574] : INFO : Epoch 1792 | loss: 0.0311842 | val_loss: 0.031185 | Time: 1133.2 ms
[2022-04-19 07:46:44 main:574] : INFO : Epoch 1793 | loss: 0.0311851 | val_loss: 0.0311878 | Time: 1130.53 ms
[2022-04-19 07:46:45 main:574] : INFO : Epoch 1794 | loss: 0.0311849 | val_loss: 0.0311833 | Time: 1135.77 ms
[2022-04-19 07:46:46 main:574] : INFO : Epoch 1795 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 1143.96 ms
[2022-04-19 07:46:47 main:574] : INFO : Epoch 1796 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 1198.8 ms
[2022-04-19 07:46:49 main:574] : INFO : Epoch 1797 | loss: 0.0311812 | val_loss: 0.0311826 | Time: 1146.75 ms
[2022-04-19 07:46:50 main:574] : INFO : Epoch 1798 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 1142.35 ms
[2022-04-19 07:46:51 main:574] : INFO : Epoch 1799 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 1147.76 ms
[2022-04-19 07:46:52 main:574] : INFO : Epoch 1800 | loss: 0.0311792 | val_loss: 0.03118 | Time: 1138.66 ms
[2022-04-19 07:46:54 main:574] : INFO : Epoch 1801 | loss: 0.0311787 | val_loss: 0.0311853 | Time: 1218.39 ms
[2022-04-19 07:46:55 main:574] : INFO : Epoch 1802 | loss: 0.0311823 | val_loss: 0.031183 | Time: 1212.5 ms
[2022-04-19 07:46:56 main:574] : INFO : Epoch 1803 | loss: 0.031182 | val_loss: 0.0311844 | Time: 1133.1 ms
[2022-04-19 07:46:57 main:574] : INFO : Epoch 1804 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 1211.81 ms
[2022-04-19 07:46:59 main:574] : INFO : Epoch 1805 | loss: 0.0311784 | val_loss: 0.0311776 | Time: 1266.43 ms
[2022-04-19 07:47:00 main:574] : INFO : Epoch 1806 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 1222.69 ms
[2022-04-19 07:47:01 main:574] : INFO : Epoch 1807 | loss: 0.031179 | val_loss: 0.0311806 | Time: 1142.11 ms
[2022-04-19 07:47:02 main:574] : INFO : Epoch 1808 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 1177.35 ms
[2022-04-19 07:47:04 main:574] : INFO : Epoch 1809 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1205.97 ms
[2022-04-19 07:47:05 main:574] : INFO : Epoch 1810 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1242.07 ms
[2022-04-19 07:47:06 main:574] : INFO : Epoch 1811 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 1199.77 ms
[2022-04-19 07:47:07 main:574] : INFO : Epoch 1812 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 1232.09 ms
[2022-04-19 07:47:09 main:574] : INFO : Epoch 1813 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 1238.38 ms
[2022-04-19 07:47:10 main:574] : INFO : Epoch 1814 | loss: 0.0311762 | val_loss: 0.0311782 | Time: 1179.86 ms
[2022-04-19 07:47:11 main:574] : INFO : Epoch 1815 | loss: 0.031179 | val_loss: 0.0311961 | Time: 1181.88 ms
[2022-04-19 07:47:12 main:574] : INFO : Epoch 1816 | loss: 0.0311897 | val_loss: 0.0311776 | Time: 1204.64 ms
[2022-04-19 07:47:14 main:574] : INFO : Epoch 1817 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 1222.55 ms
[2022-04-19 07:47:15 main:574] : INFO : Epoch 1818 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 1231.18 ms
[2022-04-19 07:47:16 main:574] : INFO : Epoch 1819 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 1131.8 ms
[2022-04-19 07:47:18 main:574] : INFO : Epoch 1820 | loss: 0.0311813 | val_loss: 0.0311883 | Time: 1146.78 ms
[2022-04-19 07:47:19 main:574] : INFO : Epoch 1821 | loss: 0.0311823 | val_loss: 0.0311789 | Time: 1131.86 ms
[2022-04-19 07:47:20 main:574] : INFO : Epoch 1822 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 1130.64 ms
[2022-04-19 07:47:21 main:574] : INFO : Epoch 1823 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1151.06 ms
[2022-04-19 07:47:22 main:574] : INFO : Epoch 1824 | loss: 0.031178 | val_loss: 0.0311814 | Time: 1153.27 ms
[2022-04-19 07:47:24 main:574] : INFO : Epoch 1825 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1160.2 ms
[2022-04-19 07:47:25 main:574] : INFO : Epoch 1826 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 1140.26 ms
[2022-04-19 07:47:26 main:574] : INFO : Epoch 1827 | loss: 0.0311794 | val_loss: 0.031182 | Time: 1186.67 ms
[2022-04-19 07:47:27 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 1170.61 ms
[2022-04-19 07:47:29 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 1163.42 ms
[2022-04-19 07:47:30 main:574] : INFO : Epoch 1830 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 1170.14 ms
[2022-04-19 07:47:31 main:574] : INFO : Epoch 1831 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 1280.96 ms
[2022-04-19 07:47:32 main:574] : INFO : Epoch 1832 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1278.18 ms
[2022-04-19 07:47:34 main:574] : INFO : Epoch 1833 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1185.12 ms
[2022-04-19 07:47:35 main:574] : INFO : Epoch 1834 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 1216.21 ms
[2022-04-19 07:47:36 main:574] : INFO : Epoch 1835 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 1232.37 ms
[2022-04-19 07:47:38 main:574] : INFO : Epoch 1836 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 1200.01 ms
[2022-04-19 07:47:39 main:574] : INFO : Epoch 1837 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 1170.82 ms
[2022-04-19 07:47:40 main:574] : INFO : Epoch 1838 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 1200.55 ms
[2022-04-19 07:47:41 main:574] : INFO : Epoch 1839 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1256.07 ms
[2022-04-19 07:47:43 main:574] : INFO : Epoch 1840 | loss: 0.0311808 | val_loss: 0.0311964 | Time: 1184.27 ms
[2022-04-19 07:47:44 main:574] : INFO : Epoch 1841 | loss: 0.0311857 | val_loss: 0.0311792 | Time: 1167.6 ms
[2022-04-19 07:47:45 main:574] : INFO : Epoch 1842 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 1149.71 ms
[2022-04-19 07:47:46 main:574] : INFO : Epoch 1843 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1127.04 ms
[2022-04-19 07:47:48 main:574] : INFO : Epoch 1844 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 1137.81 ms
[2022-04-19 07:47:49 main:574] : INFO : Epoch 1845 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 1167.6 ms
[2022-04-19 07:47:50 main:574] : INFO : Epoch 1846 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1175.06 ms
[2022-04-19 07:47:51 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.03118 | Time: 1244.73 ms
[2022-04-19 07:47:53 main:574] : INFO : Epoch 1848 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 1271.79 ms
[2022-04-19 07:47:54 main:574] : INFO : Epoch 1849 | loss: 0.0311838 | val_loss: 0.0311817 | Time: 1201.96 ms
[2022-04-19 07:47:55 main:574] : INFO : Epoch 1850 | loss: 0.031176 | val_loss: 0.031185 | Time: 1230.44 ms
[2022-04-19 07:47:56 main:574] : INFO : Epoch 1851 | loss: 0.0311803 | val_loss: 0.0311779 | Time: 1318.74 ms
[2022-04-19 07:47:58 main:574] : INFO : Epoch 1852 | loss: 0.0311794 | val_loss: 0.031183 | Time: 1256.15 ms
[2022-04-19 07:47:59 main:574] : INFO : Epoch 1853 | loss: 0.0311827 | val_loss: 0.0311817 | Time: 1288.66 ms
[2022-04-19 07:48:00 main:574] : INFO : Epoch 1854 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 1275.21 ms
[2022-04-19 07:48:02 main:574] : INFO : Epoch 1855 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 1601.83 ms
[2022-04-19 07:48:03 main:574] : INFO : Epoch 1856 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 1443.41 ms
[2022-04-19 07:48:05 main:574] : INFO : Epoch 1857 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 1489.67 ms
[2022-04-19 07:48:06 main:574] : INFO : Epoch 1858 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 1276.29 ms
[2022-04-19 07:48:07 main:574] : INFO : Epoch 1859 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 1262.76 ms
[2022-04-19 07:48:09 main:574] : INFO : Epoch 1860 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 1269.62 ms
[2022-04-19 07:48:10 main:574] : INFO : Epoch 1861 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 1339.76 ms
[2022-04-19 07:48:11 main:574] : INFO : Epoch 1862 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 1266.43 ms
[2022-04-19 07:48:13 main:574] : INFO : Epoch 1863 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 1262.15 ms
[2022-04-19 07:48:14 main:574] : INFO : Epoch 1864 | loss: 0.0311803 | val_loss: 0.0311882 | Time: 1246.92 ms
[2022-04-19 07:48:15 main:574] : INFO : Epoch 1865 | loss: 0.0311781 | val_loss: 0.03118 | Time: 1264.54 ms
[2022-04-19 07:48:17 main:574] : INFO : Epoch 1866 | loss: 0.0311735 | val_loss: 0.0311902 | Time: 1245.03 ms
[2022-04-19 07:48:18 main:574] : INFO : Epoch 1867 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 1235.33 ms
[2022-04-19 07:48:19 main:574] : INFO : Epoch 1868 | loss: 0.0311715 | val_loss: 0.0311794 | Time: 1247.28 ms
[2022-04-19 07:48:20 main:574] : INFO : Epoch 1869 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 1245.09 ms
[2022-04-19 07:48:22 main:574] : INFO : Epoch 1870 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 1232.88 ms
[2022-04-19 07:48:23 main:574] : INFO : Epoch 1871 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 1230.18 ms
[2022-04-19 07:48:24 main:574] : INFO : Epoch 1872 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 1241.77 ms
[2022-04-19 07:48:25 main:574] : INFO : Epoch 1873 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 1282.05 ms
[2022-04-19 07:48:27 main:574] : INFO : Epoch 1874 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1253.24 ms
[2022-04-19 07:48:28 main:574] : INFO : Epoch 1875 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 1236.2 ms
[2022-04-19 07:48:29 main:574] : INFO : Epoch 1876 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 1236.12 ms
[2022-04-19 07:48:31 main:574] : INFO : Epoch 1877 | loss: 0.0311693 | val_loss: 0.0311787 | Time: 1170.79 ms
[2022-04-19 07:48:32 main:574] : INFO : Epoch 1878 | loss: 0.0311694 | val_loss: 0.03118 | Time: 1173.26 ms
[2022-04-19 07:48:33 main:574] : INFO : Epoch 1879 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 1191.97 ms
[2022-04-19 07:48:34 main:574] : INFO : Epoch 1880 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 1169.91 ms
[2022-04-19 07:48:36 main:574] : INFO : Epoch 1881 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 1215.65 ms
[2022-04-19 07:48:37 main:574] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311764 | Time: 1275.3 ms
[2022-04-19 07:48:38 main:574] : INFO : Epoch 1883 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 1191.37 ms
[2022-04-19 07:48:39 main:574] : INFO : Epoch 1884 | loss: 0.0311699 | val_loss: 0.031175 | Time: 1137.86 ms
[2022-04-19 07:48:40 main:574] : INFO : Epoch 1885 | loss: 0.031172 | val_loss: 0.031196 | Time: 1178.85 ms
[2022-04-19 07:48:42 main:574] : INFO : Epoch 1886 | loss: 0.031181 | val_loss: 0.0311787 | Time: 1149.1 ms
[2022-04-19 07:48:43 main:574] : INFO : Epoch 1887 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1163.32 ms
[2022-04-19 07:48:44 main:574] : INFO : Epoch 1888 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 1156.7 ms
[2022-04-19 07:48:45 main:574] : INFO : Epoch 1889 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 1136.53 ms
[2022-04-19 07:48:46 main:574] : INFO : Epoch 1890 | loss: 0.0311737 | val_loss: 0.0311833 | Time: 1177.31 ms
[2022-04-19 07:48:48 main:574] : INFO : Epoch 1891 | loss: 0.0311723 | val_loss: 0.0311865 | Time: 1137.18 ms
[2022-04-19 07:48:49 main:574] : INFO : Epoch 1892 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 1134.22 ms
[2022-04-19 07:48:50 main:574] : INFO : Epoch 1893 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 1137.6 ms
[2022-04-19 07:48:51 main:574] : INFO : Epoch 1894 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 1131.62 ms
[2022-04-19 07:48:52 main:574] : INFO : Epoch 1895 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 1149.93 ms
[2022-04-19 07:48:54 main:574] : INFO : Epoch 1896 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1133.07 ms
[2022-04-19 07:48:55 main:574] : INFO : Epoch 1897 | loss: 0.0311712 | val_loss: 0.0311891 | Time: 1133.36 ms
[2022-04-19 07:48:56 main:574] : INFO : Epoch 1898 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 1128.58 ms
[2022-04-19 07:48:57 main:574] : INFO : Epoch 1899 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1129.84 ms
[2022-04-19 07:48:58 main:574] : INFO : Epoch 1900 | loss: 0.0311765 | val_loss: 0.0311846 | Time: 1129.46 ms
[2022-04-19 07:49:00 main:574] : INFO : Epoch 1901 | loss: 0.0311822 | val_loss: 0.03118 | Time: 1134.64 ms
[2022-04-19 07:49:01 main:574] : INFO : Epoch 1902 | loss: 0.0311736 | val_loss: 0.031174 | Time: 1133.18 ms
[2022-04-19 07:49:02 main:574] : INFO : Epoch 1903 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 1131.01 ms
[2022-04-19 07:49:03 main:574] : INFO : Epoch 1904 | loss: 0.0311733 | val_loss: 0.0311892 | Time: 1132.04 ms
[2022-04-19 07:49:05 main:574] : INFO : Epoch 1905 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 1126.63 ms
[2022-04-19 07:49:06 main:574] : INFO : Epoch 1906 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1132.06 ms
[2022-04-19 07:49:07 main:574] : INFO : Epoch 1907 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 1137.56 ms
[2022-04-19 07:49:08 main:574] : INFO : Epoch 1908 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 1134.56 ms
[2022-04-19 07:49:09 main:574] : INFO : Epoch 1909 | loss: 0.0311706 | val_loss: 0.0311725 | Time: 1202.26 ms
[2022-04-19 07:49:11 main:574] : INFO : Epoch 1910 | loss: 0.0311677 | val_loss: 0.031173 | Time: 1135.59 ms
[2022-04-19 07:49:12 main:574] : INFO : Epoch 1911 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1423.99 ms
[2022-04-19 07:49:13 main:574] : INFO : Epoch 1912 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 1205 ms
[2022-04-19 07:49:15 main:574] : INFO : Epoch 1913 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 1168.39 ms
[2022-04-19 07:49:16 main:574] : INFO : Epoch 1914 | loss: 0.0311683 | val_loss: 0.031181 | Time: 1161.63 ms
[2022-04-19 07:49:17 main:574] : INFO : Epoch 1915 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 1191.24 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 SUPER)
[2022-04-19 08:28:55 main:435] : INFO : Set logging level to 1
[2022-04-19 08:28:55 main:441] : INFO : Running in BOINC Client mode
[2022-04-19 08:28:55 main:444] : INFO : Resolving all filenames
[2022-04-19 08:28:55 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-19 08:28:55 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-19 08:28:55 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-19 08:28:55 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-19 08:28:55 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-19 08:28:55 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-19 08:28:55 main:474] : INFO : Configuration:
[2022-04-19 08:28:55 main:475] : INFO : Model type: GRU
[2022-04-19 08:28:55 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-19 08:28:55 main:477] : INFO : Max Epochs: 2048
[2022-04-19 08:28:55 main:478] : INFO : Batch Size: 128
[2022-04-19 08:28:55 main:479] : INFO : Learning Rate: 0.01
[2022-04-19 08:28:55 main:480] : INFO : Patience: 10
[2022-04-19 08:28:55 main:481] : INFO : Hidden Width: 12
[2022-04-19 08:28:55 main:482] : INFO : # Recurrent Layers: 4
[2022-04-19 08:28:55 main:483] : INFO : # Backend Layers: 4
[2022-04-19 08:28:55 main:484] : INFO : # Threads: 1
[2022-04-19 08:28:55 main:486] : INFO : Preparing Dataset
[2022-04-19 08:28:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-19 08:28:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-19 08:29:02 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-19 08:29:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-19 08:29:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-19 08:29:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-19 08:29:02 main:494] : INFO : Creating Model
[2022-04-19 08:29:02 main:507] : INFO : Preparing config file
[2022-04-19 08:29:02 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-19 08:29:02 main:512] : INFO : Loading config
[2022-04-19 08:29:02 main:514] : INFO : Loading state
[2022-04-19 08:29:03 main:559] : INFO : Loading DataLoader into Memory
[2022-04-19 08:29:03 main:562] : INFO : Starting Training
[2022-04-19 08:29:06 main:574] : INFO : Epoch 1913 | loss: 0.0314004 | val_loss: 0.0312528 | Time: 2938.74 ms
[2022-04-19 08:29:08 main:574] : INFO : Epoch 1914 | loss: 0.0312406 | val_loss: 0.0312139 | Time: 1461.96 ms
[2022-04-19 08:29:09 main:574] : INFO : Epoch 1915 | loss: 0.0311931 | val_loss: 0.031177 | Time: 1210.79 ms
[2022-04-19 08:29:10 main:574] : INFO : Epoch 1916 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 1195.86 ms
[2022-04-19 08:29:12 main:574] : INFO : Epoch 1917 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 1210.07 ms
[2022-04-19 08:29:13 main:574] : INFO : Epoch 1918 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 1215.96 ms
[2022-04-19 08:29:14 main:574] : INFO : Epoch 1919 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 1238.56 ms
[2022-04-19 08:29:15 main:574] : INFO : Epoch 1920 | loss: 0.031176 | val_loss: 0.0311763 | Time: 1173.85 ms
[2022-04-19 08:29:16 main:574] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.0311723 | Time: 1218.07 ms
[2022-04-19 08:29:18 main:574] : INFO : Epoch 1922 | loss: 0.0311722 | val_loss: 0.0311725 | Time: 1180.82 ms
[2022-04-19 08:29:19 main:574] : INFO : Epoch 1923 | loss: 0.0311727 | val_loss: 0.0311834 | Time: 1155.44 ms
[2022-04-19 08:29:20 main:574] : INFO : Epoch 1924 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 1156.33 ms
[2022-04-19 08:29:21 main:574] : INFO : Epoch 1925 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 1171.56 ms
[2022-04-19 08:29:23 main:574] : INFO : Epoch 1926 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 1253.4 ms
[2022-04-19 08:29:24 main:574] : INFO : Epoch 1927 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 1148.67 ms
[2022-04-19 08:29:25 main:574] : INFO : Epoch 1928 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 1163.86 ms
[2022-04-19 08:29:26 main:574] : INFO : Epoch 1929 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1130.76 ms
[2022-04-19 08:29:28 main:574] : INFO : Epoch 1930 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 1147.64 ms
[2022-04-19 08:29:29 main:574] : INFO : Epoch 1931 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1141.07 ms
[2022-04-19 08:29:30 main:574] : INFO : Epoch 1932 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1136.95 ms
[2022-04-19 08:29:31 main:574] : INFO : Epoch 1933 | loss: 0.0311665 | val_loss: 0.0311729 | Time: 1153.01 ms
[2022-04-19 08:29:32 main:574] : INFO : Epoch 1934 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 1130.13 ms
[2022-04-19 08:29:34 main:574] : INFO : Epoch 1935 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 1152.44 ms
[2022-04-19 08:29:35 main:574] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311984 | Time: 1158.04 ms
[2022-04-19 08:29:36 main:574] : INFO : Epoch 1937 | loss: 0.031176 | val_loss: 0.0311777 | Time: 1161.11 ms
[2022-04-19 08:29:37 main:574] : INFO : Epoch 1938 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 1185.97 ms
[2022-04-19 08:29:38 main:574] : INFO : Epoch 1939 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 1370.69 ms
[2022-04-19 08:29:40 main:574] : INFO : Epoch 1940 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 1410.51 ms
[2022-04-19 08:29:41 main:574] : INFO : Epoch 1941 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1391.31 ms
[2022-04-19 08:29:43 main:574] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.031171 | Time: 1296.48 ms
[2022-04-19 08:29:44 main:574] : INFO : Epoch 1943 | loss: 0.0311726 | val_loss: 0.0311732 | Time: 1228.58 ms
[2022-04-19 08:29:45 main:574] : INFO : Epoch 1944 | loss: 0.031166 | val_loss: 0.0311736 | Time: 1174.46 ms
[2022-04-19 08:29:46 main:574] : INFO : Epoch 1945 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1164 ms
[2022-04-19 08:29:48 main:574] : INFO : Epoch 1946 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 1171.58 ms
[2022-04-19 08:29:49 main:574] : INFO : Epoch 1947 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 1151.68 ms
[2022-04-19 08:29:50 main:574] : INFO : Epoch 1948 | loss: 0.0311655 | val_loss: 0.031172 | Time: 1127.66 ms
[2022-04-19 08:29:51 main:574] : INFO : Epoch 1949 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 1127.73 ms
[2022-04-19 08:29:52 main:574] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 1137.34 ms
[2022-04-19 08:29:54 main:574] : INFO : Epoch 1951 | loss: 0.0311726 | val_loss: 0.0311819 | Time: 1128.37 ms
[2022-04-19 08:29:55 main:574] : INFO : Epoch 1952 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 1133.53 ms
[2022-04-19 08:29:56 main:574] : INFO : Epoch 1953 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 1136.82 ms
[2022-04-19 08:29:57 main:574] : INFO : Epoch 1954 | loss: 0.0311626 | val_loss: 0.0311732 | Time: 1121.89 ms
[2022-04-19 08:29:58 main:574] : INFO : Epoch 1955 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 1126.98 ms
[2022-04-19 08:29:59 main:574] : INFO : Epoch 1956 | loss: 0.031162 | val_loss: 0.0311723 | Time: 1124.55 ms
[2022-04-19 08:30:01 main:574] : INFO : Epoch 1957 | loss: 0.0311641 | val_loss: 0.0311781 | Time: 1126.24 ms
[2022-04-19 08:30:02 main:574] : INFO : Epoch 1958 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 1134.85 ms
[2022-04-19 08:30:03 main:574] : INFO : Epoch 1959 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 1133.46 ms
[2022-04-19 08:30:04 main:574] : INFO : Epoch 1960 | loss: 0.031169 | val_loss: 0.0311754 | Time: 1128.55 ms
[2022-04-19 08:30:05 main:574] : INFO : Epoch 1961 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 1115.06 ms
[2022-04-19 08:30:07 main:574] : INFO : Epoch 1962 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 1121.69 ms
[2022-04-19 08:30:08 main:574] : INFO : Epoch 1963 | loss: 0.0311679 | val_loss: 0.0311949 | Time: 1120.42 ms
[2022-04-19 08:30:09 main:574] : INFO : Epoch 1964 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 1128.52 ms
[2022-04-19 08:30:10 main:574] : INFO : Epoch 1965 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 1125.46 ms
[2022-04-19 08:30:11 main:574] : INFO : Epoch 1966 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 1121.67 ms
[2022-04-19 08:30:12 main:574] : INFO : Epoch 1967 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 1122.44 ms
[2022-04-19 08:30:14 main:574] : INFO : Epoch 1968 | loss: 0.0311627 | val_loss: 0.031169 | Time: 1127.75 ms
[2022-04-19 08:30:15 main:574] : INFO : Epoch 1969 | loss: 0.031163 | val_loss: 0.0311695 | Time: 1133.14 ms
[2022-04-19 08:30:16 main:574] : INFO : Epoch 1970 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 1145.02 ms
[2022-04-19 08:30:17 main:574] : INFO : Epoch 1971 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1135.72 ms
[2022-04-19 08:30:18 main:574] : INFO : Epoch 1972 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 1130.16 ms
[2022-04-19 08:30:20 main:574] : INFO : Epoch 1973 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 1124.83 ms
[2022-04-19 08:30:21 main:574] : INFO : Epoch 1974 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 1127.21 ms
[2022-04-19 08:30:22 main:574] : INFO : Epoch 1975 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 1131.84 ms
[2022-04-19 08:30:23 main:574] : INFO : Epoch 1976 | loss: 0.0311631 | val_loss: 0.0311844 | Time: 1127.42 ms
[2022-04-19 08:30:24 main:574] : INFO : Epoch 1977 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 1144.11 ms
[2022-04-19 08:30:26 main:574] : INFO : Epoch 1978 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 1136.87 ms
[2022-04-19 08:30:27 main:574] : INFO : Epoch 1979 | loss: 0.0311658 | val_loss: 0.0311846 | Time: 1164.78 ms
[2022-04-19 08:30:28 main:574] : INFO : Epoch 1980 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1199.87 ms
[2022-04-19 08:30:29 main:574] : INFO : Epoch 1981 | loss: 0.0311599 | val_loss: 0.0311734 | Time: 1139.12 ms
[2022-04-19 08:30:30 main:574] : INFO : Epoch 1982 | loss: 0.0311605 | val_loss: 0.0311719 | Time: 1123.29 ms
[2022-04-19 08:30:32 main:574] : INFO : Epoch 1983 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 1115.33 ms
[2022-04-19 08:30:33 main:574] : INFO : Epoch 1984 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1115.78 ms
[2022-04-19 08:30:34 main:574] : INFO : Epoch 1985 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 1136.35 ms
[2022-04-19 08:30:35 main:574] : INFO : Epoch 1986 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 1143.5 ms
[2022-04-19 08:30:37 main:574] : INFO : Epoch 1987 | loss: 0.031169 | val_loss: 0.0311739 | Time: 1247.78 ms
[2022-04-19 08:30:38 main:574] : INFO : Epoch 1988 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1164.16 ms
[2022-04-19 08:30:39 main:574] : INFO : Epoch 1989 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 1145.1 ms
[2022-04-19 08:30:40 main:574] : INFO : Epoch 1990 | loss: 0.0311703 | val_loss: 0.0311835 | Time: 1150.97 ms
[2022-04-19 08:30:41 main:574] : INFO : Epoch 1991 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 1160.58 ms
[2022-04-19 08:30:43 main:574] : INFO : Epoch 1992 | loss: 0.0311689 | val_loss: 0.0311759 | Time: 1199.29 ms
[2022-04-19 08:30:44 main:574] : INFO : Epoch 1993 | loss: 0.0311683 | val_loss: 0.031178 | Time: 1205.28 ms
[2022-04-19 08:30:45 main:574] : INFO : Epoch 1994 | loss: 0.0311689 | val_loss: 0.031179 | Time: 1171.82 ms
[2022-04-19 08:30:46 main:574] : INFO : Epoch 1995 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 1123.43 ms
[2022-04-19 08:30:47 main:574] : INFO : Epoch 1996 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 1122.76 ms
[2022-04-19 08:30:48 main:574] : INFO : Epoch 1997 | loss: 0.0311684 | val_loss: 0.0311829 | Time: 1114.38 ms
[2022-04-19 08:30:50 main:574] : INFO : Epoch 1998 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 1115.36 ms
[2022-04-19 08:30:51 main:574] : INFO : Epoch 1999 | loss: 0.0311703 | val_loss: 0.0311712 | Time: 1118.62 ms
[2022-04-19 08:30:52 main:574] : INFO : Epoch 2000 | loss: 0.0311739 | val_loss: 0.0311935 | Time: 1462.39 ms
[2022-04-19 08:30:53 main:574] : INFO : Epoch 2001 | loss: 0.031183 | val_loss: 0.0311764 | Time: 1184.75 ms
[2022-04-19 08:30:55 main:574] : INFO : Epoch 2002 | loss: 0.0311748 | val_loss: 0.0311745 | Time: 1126.33 ms
[2022-04-19 08:30:56 main:574] : INFO : Epoch 2003 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1113.54 ms
[2022-04-19 08:30:57 main:574] : INFO : Epoch 2004 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 1114.4 ms
[2022-04-19 08:30:58 main:574] : INFO : Epoch 2005 | loss: 0.031168 | val_loss: 0.0311772 | Time: 1115.86 ms
[2022-04-19 08:30:59 main:574] : INFO : Epoch 2006 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 1117.91 ms
[2022-04-19 08:31:01 main:574] : INFO : Epoch 2007 | loss: 0.031169 | val_loss: 0.031172 | Time: 1113.74 ms
[2022-04-19 08:31:02 main:574] : INFO : Epoch 2008 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 1113.01 ms
[2022-04-19 08:31:03 main:574] : INFO : Epoch 2009 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1112.77 ms
[2022-04-19 08:31:04 main:574] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.031173 | Time: 1114.96 ms
[2022-04-19 08:31:05 main:574] : INFO : Epoch 2011 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 1113.51 ms
[2022-04-19 08:31:07 main:574] : INFO : Epoch 2012 | loss: 0.0311636 | val_loss: 0.031174 | Time: 1112.19 ms
[2022-04-19 08:31:08 main:574] : INFO : Epoch 2013 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 1109.62 ms
[2022-04-19 08:31:09 main:574] : INFO : Epoch 2014 | loss: 0.031165 | val_loss: 0.0311719 | Time: 1108.87 ms
[2022-04-19 08:31:10 main:574] : INFO : Epoch 2015 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 1108.78 ms
[2022-04-19 08:31:11 main:574] : INFO : Epoch 2016 | loss: 0.0311645 | val_loss: 0.0311711 | Time: 1112.46 ms
[2022-04-19 08:31:13 main:574] : INFO : Epoch 2017 | loss: 0.0311642 | val_loss: 0.0311703 | Time: 1118.57 ms
[2022-04-19 08:31:14 main:574] : INFO : Epoch 2018 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 1115.5 ms
[2022-04-19 08:31:15 main:574] : INFO : Epoch 2019 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 1115.86 ms
[2022-04-19 08:31:16 main:574] : INFO : Epoch 2020 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 1111.23 ms
[2022-04-19 08:31:17 main:574] : INFO : Epoch 2021 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 1110.99 ms
[2022-04-19 08:31:18 main:574] : INFO : Epoch 2022 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 1110.99 ms
[2022-04-19 08:31:20 main:574] : INFO : Epoch 2023 | loss: 0.0311646 | val_loss: 0.0311824 | Time: 1117.82 ms
[2022-04-19 08:31:21 main:574] : INFO : Epoch 2024 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1112.7 ms
[2022-04-19 08:31:22 main:574] : INFO : Epoch 2025 | loss: 0.0311672 | val_loss: 0.031171 | Time: 1120.01 ms
[2022-04-19 08:31:23 main:574] : INFO : Epoch 2026 | loss: 0.0311704 | val_loss: 0.031173 | Time: 1111.24 ms
[2022-04-19 08:31:24 main:574] : INFO : Epoch 2027 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 1118.25 ms
[2022-04-19 08:31:25 main:574] : INFO : Epoch 2028 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 1110.81 ms
[2022-04-19 08:31:27 main:574] : INFO : Epoch 2029 | loss: 0.0311642 | val_loss: 0.031179 | Time: 1115.76 ms
[2022-04-19 08:31:28 main:574] : INFO : Epoch 2030 | loss: 0.0311689 | val_loss: 0.03118 | Time: 1111.5 ms
[2022-04-19 08:31:29 main:574] : INFO : Epoch 2031 | loss: 0.0311668 | val_loss: 0.0311698 | Time: 1130.08 ms
[2022-04-19 08:31:30 main:574] : INFO : Epoch 2032 | loss: 0.0311645 | val_loss: 0.031172 | Time: 1114.28 ms
[2022-04-19 08:31:31 main:574] : INFO : Epoch 2033 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1118.63 ms
[2022-04-19 08:31:33 main:574] : INFO : Epoch 2034 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 1115.1 ms
[2022-04-19 08:31:34 main:574] : INFO : Epoch 2035 | loss: 0.031165 | val_loss: 0.0311727 | Time: 1122.11 ms
[2022-04-19 08:31:35 main:574] : INFO : Epoch 2036 | loss: 0.03117 | val_loss: 0.0311894 | Time: 1116.08 ms
[2022-04-19 08:31:36 main:574] : INFO : Epoch 2037 | loss: 0.0311685 | val_loss: 0.0311694 | Time: 1120.4 ms
[2022-04-19 08:31:37 main:574] : INFO : Epoch 2038 | loss: 0.0311638 | val_loss: 0.0311708 | Time: 1127.3 ms
[2022-04-19 08:31:39 main:574] : INFO : Epoch 2039 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 1108.7 ms
[2022-04-19 08:31:40 main:574] : INFO : Epoch 2040 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1115.09 ms
[2022-04-19 08:31:41 main:574] : INFO : Epoch 2041 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 1110.85 ms
[2022-04-19 08:31:42 main:574] : INFO : Epoch 2042 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1108.6 ms
[2022-04-19 08:31:43 main:574] : INFO : Epoch 2043 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1110.56 ms
[2022-04-19 08:31:44 main:574] : INFO : Epoch 2044 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 1114.72 ms
[2022-04-19 08:31:46 main:574] : INFO : Epoch 2045 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1113.39 ms
[2022-04-19 08:31:47 main:574] : INFO : Epoch 2046 | loss: 0.031165 | val_loss: 0.0311738 | Time: 1116.1 ms
[2022-04-19 08:31:48 main:574] : INFO : Epoch 2047 | loss: 0.0311674 | val_loss: 0.0311834 | Time: 1114.31 ms
[2022-04-19 08:31:49 main:574] : INFO : Epoch 2048 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 1110.92 ms
[2022-04-19 08:31:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311765
[2022-04-19 08:31:49 main:603] : INFO : Saving end state to config to file
[2022-04-19 08:31:49 main:608] : INFO : Success, exiting..
08:31:49 (2480): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)