Task 13514935
| Name | ParityModified-1647045197-25788-0_1 |
| Workunit | 10095944 |
| Created | 21 Mar 2022, 19:09:07 UTC |
| Sent | 21 Mar 2022, 20:11:39 UTC |
| Report deadline | 29 Mar 2022, 20:11:39 UTC |
| Received | 26 Mar 2022, 10:01:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13390 |
| Run time | 43 min 24 sec |
| CPU time | 42 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,453.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1658 | loss: 0.0311497 | val_loss: 0.0311788 | Time: 1112.66 ms
[2022-03-26 09:42:38 main:574] : INFO : Epoch 1659 | loss: 0.0311442 | val_loss: 0.0311784 | Time: 1210.79 ms
[2022-03-26 09:42:40 main:574] : INFO : Epoch 1660 | loss: 0.0311431 | val_loss: 0.0311909 | Time: 1199.26 ms
[2022-03-26 09:42:41 main:574] : INFO : Epoch 1661 | loss: 0.0311417 | val_loss: 0.0311819 | Time: 1206.94 ms
[2022-03-26 09:42:42 main:574] : INFO : Epoch 1662 | loss: 0.031138 | val_loss: 0.031182 | Time: 1231.7 ms
[2022-03-26 09:42:43 main:574] : INFO : Epoch 1663 | loss: 0.031139 | val_loss: 0.0311801 | Time: 1230.67 ms
[2022-03-26 09:42:44 main:574] : INFO : Epoch 1664 | loss: 0.0311364 | val_loss: 0.0311838 | Time: 1219.51 ms
[2022-03-26 09:42:46 main:574] : INFO : Epoch 1665 | loss: 0.0311329 | val_loss: 0.0311811 | Time: 1237.78 ms
[2022-03-26 09:42:47 main:574] : INFO : Epoch 1666 | loss: 0.0311316 | val_loss: 0.0311888 | Time: 1251.26 ms
[2022-03-26 09:42:48 main:574] : INFO : Epoch 1667 | loss: 0.0311299 | val_loss: 0.0311873 | Time: 1201.99 ms
[2022-03-26 09:42:49 main:574] : INFO : Epoch 1668 | loss: 0.0311277 | val_loss: 0.0311851 | Time: 1285.95 ms
[2022-03-26 09:42:51 main:574] : INFO : Epoch 1669 | loss: 0.0311265 | val_loss: 0.0311888 | Time: 1217.82 ms
[2022-03-26 09:42:52 main:574] : INFO : Epoch 1670 | loss: 0.0311248 | val_loss: 0.0311866 | Time: 1240.28 ms
[2022-03-26 09:42:53 main:574] : INFO : Epoch 1671 | loss: 0.0311286 | val_loss: 0.0311936 | Time: 1125.77 ms
[2022-03-26 09:42:54 main:574] : INFO : Epoch 1672 | loss: 0.0311257 | val_loss: 0.0311956 | Time: 1208.8 ms
[2022-03-26 09:42:56 main:574] : INFO : Epoch 1673 | loss: 0.0311209 | val_loss: 0.0311928 | Time: 1226.58 ms
[2022-03-26 09:42:57 main:574] : INFO : Epoch 1674 | loss: 0.0311194 | val_loss: 0.0311911 | Time: 1283.85 ms
[2022-03-26 09:42:58 main:574] : INFO : Epoch 1675 | loss: 0.0311183 | val_loss: 0.0311892 | Time: 1243.34 ms
[2022-03-26 09:42:59 main:574] : INFO : Epoch 1676 | loss: 0.0311184 | val_loss: 0.0311941 | Time: 1266.73 ms
[2022-03-26 09:43:01 main:574] : INFO : Epoch 1677 | loss: 0.0311168 | val_loss: 0.0311874 | Time: 1285.83 ms
[2022-03-26 09:43:02 main:574] : INFO : Epoch 1678 | loss: 0.0311157 | val_loss: 0.0312026 | Time: 1246.94 ms
[2022-03-26 09:43:03 main:574] : INFO : Epoch 1679 | loss: 0.0311183 | val_loss: 0.0311907 | Time: 1260.14 ms
[2022-03-26 09:43:04 main:574] : INFO : Epoch 1680 | loss: 0.0311165 | val_loss: 0.0311975 | Time: 1270.2 ms
[2022-03-26 09:43:06 main:574] : INFO : Epoch 1681 | loss: 0.0311129 | val_loss: 0.0311967 | Time: 1258.04 ms
[2022-03-26 09:43:07 main:574] : INFO : Epoch 1682 | loss: 0.0311114 | val_loss: 0.0311933 | Time: 1215.67 ms
[2022-03-26 09:43:08 main:574] : INFO : Epoch 1683 | loss: 0.0311105 | val_loss: 0.0311995 | Time: 1262.7 ms
[2022-03-26 09:43:09 main:574] : INFO : Epoch 1684 | loss: 0.0311102 | val_loss: 0.0311966 | Time: 1198.57 ms
[2022-03-26 09:43:11 main:574] : INFO : Epoch 1685 | loss: 0.0311087 | val_loss: 0.031197 | Time: 1182.39 ms
[2022-03-26 09:43:12 main:574] : INFO : Epoch 1686 | loss: 0.0311099 | val_loss: 0.0311997 | Time: 1176.22 ms
[2022-03-26 09:43:13 main:574] : INFO : Epoch 1687 | loss: 0.0311089 | val_loss: 0.0311949 | Time: 1131.16 ms
[2022-03-26 09:43:14 main:574] : INFO : Epoch 1688 | loss: 0.0311363 | val_loss: 0.0311935 | Time: 1204.05 ms
[2022-03-26 09:43:15 main:574] : INFO : Epoch 1689 | loss: 0.0311484 | val_loss: 0.0311882 | Time: 1201.85 ms
[2022-03-26 09:43:17 main:574] : INFO : Epoch 1690 | loss: 0.0311388 | val_loss: 0.0311887 | Time: 1264.53 ms
[2022-03-26 09:43:18 main:574] : INFO : Epoch 1691 | loss: 0.0311339 | val_loss: 0.0311901 | Time: 1196.08 ms
[2022-03-26 09:43:19 main:574] : INFO : Epoch 1692 | loss: 0.0311249 | val_loss: 0.03119 | Time: 1263.2 ms
[2022-03-26 09:43:20 main:574] : INFO : Epoch 1693 | loss: 0.0311205 | val_loss: 0.031188 | Time: 1263.72 ms
[2022-03-26 09:43:22 main:574] : INFO : Epoch 1694 | loss: 0.0311166 | val_loss: 0.0311941 | Time: 1295.01 ms
[2022-03-26 09:43:23 main:574] : INFO : Epoch 1695 | loss: 0.0311152 | val_loss: 0.0311905 | Time: 1240.75 ms
[2022-03-26 09:43:24 main:574] : INFO : Epoch 1696 | loss: 0.031111 | val_loss: 0.0311938 | Time: 1240.77 ms
[2022-03-26 09:43:25 main:574] : INFO : Epoch 1697 | loss: 0.0311088 | val_loss: 0.0311939 | Time: 1248.28 ms
[2022-03-26 09:43:27 main:574] : INFO : Epoch 1698 | loss: 0.0311058 | val_loss: 0.0312033 | Time: 1262.11 ms
[2022-03-26 09:43:28 main:574] : INFO : Epoch 1699 | loss: 0.0311052 | val_loss: 0.0311974 | Time: 1210.73 ms
[2022-03-26 09:43:29 main:574] : INFO : Epoch 1700 | loss: 0.0311057 | val_loss: 0.0312037 | Time: 1213.66 ms
[2022-03-26 09:43:30 main:574] : INFO : Epoch 1701 | loss: 0.0311037 | val_loss: 0.0312005 | Time: 1192.59 ms
[2022-03-26 09:43:31 main:574] : INFO : Epoch 1702 | loss: 0.0311023 | val_loss: 0.0312027 | Time: 1171.04 ms
[2022-03-26 09:43:33 main:574] : INFO : Epoch 1703 | loss: 0.0311016 | val_loss: 0.031208 | Time: 1244.61 ms
[2022-03-26 09:43:34 main:574] : INFO : Epoch 1704 | loss: 0.0311003 | val_loss: 0.0312033 | Time: 1214.68 ms
[2022-03-26 09:43:35 main:574] : INFO : Epoch 1705 | loss: 0.0311014 | val_loss: 0.0312018 | Time: 1196.74 ms
[2022-03-26 09:43:36 main:574] : INFO : Epoch 1706 | loss: 0.031104 | val_loss: 0.0312038 | Time: 1206.85 ms
[2022-03-26 09:43:38 main:574] : INFO : Epoch 1707 | loss: 0.0311025 | val_loss: 0.0312057 | Time: 1234.37 ms
[2022-03-26 09:43:39 main:574] : INFO : Epoch 1708 | loss: 0.0310997 | val_loss: 0.031209 | Time: 1212.24 ms
[2022-03-26 09:43:40 main:574] : INFO : Epoch 1709 | loss: 0.0310975 | val_loss: 0.0312113 | Time: 1306.34 ms
[2022-03-26 09:43:41 main:574] : INFO : Epoch 1710 | loss: 0.0310946 | val_loss: 0.0312079 | Time: 1215.1 ms
[2022-03-26 09:43:43 main:574] : INFO : Epoch 1711 | loss: 0.0310956 | val_loss: 0.0312006 | Time: 1235.97 ms
[2022-03-26 09:43:44 main:574] : INFO : Epoch 1712 | loss: 0.031096 | val_loss: 0.0312131 | Time: 1227.51 ms
[2022-03-26 09:43:45 main:574] : INFO : Epoch 1713 | loss: 0.0310924 | val_loss: 0.031218 | Time: 1269.75 ms
[2022-03-26 09:43:46 main:574] : INFO : Epoch 1714 | loss: 0.0310927 | val_loss: 0.0312179 | Time: 1163.13 ms
[2022-03-26 09:43:47 main:574] : INFO : Epoch 1715 | loss: 0.0310932 | val_loss: 0.0312206 | Time: 1228.32 ms
[2022-03-26 09:43:49 main:574] : INFO : Epoch 1716 | loss: 0.0310922 | val_loss: 0.0312138 | Time: 1188.37 ms
[2022-03-26 09:43:50 main:574] : INFO : Epoch 1717 | loss: 0.0310948 | val_loss: 0.0312157 | Time: 1176.28 ms
[2022-03-26 09:43:51 main:574] : INFO : Epoch 1718 | loss: 0.0310921 | val_loss: 0.0312147 | Time: 1279.44 ms
[2022-03-26 09:43:52 main:574] : INFO : Epoch 1719 | loss: 0.0310911 | val_loss: 0.0312051 | Time: 1222.28 ms
[2022-03-26 09:43:54 main:574] : INFO : Epoch 1720 | loss: 0.0310894 | val_loss: 0.0312174 | Time: 1253.09 ms
[2022-03-26 09:43:55 main:574] : INFO : Epoch 1721 | loss: 0.0310905 | val_loss: 0.0312149 | Time: 1225.39 ms
[2022-03-26 09:43:56 main:574] : INFO : Epoch 1722 | loss: 0.0310931 | val_loss: 0.0312022 | Time: 1257.19 ms
[2022-03-26 09:43:57 main:574] : INFO : Epoch 1723 | loss: 0.0310931 | val_loss: 0.0312027 | Time: 1281.67 ms
[2022-03-26 09:43:59 main:574] : INFO : Epoch 1724 | loss: 0.0311033 | val_loss: 0.0312099 | Time: 1272.29 ms
[2022-03-26 09:44:00 main:574] : INFO : Epoch 1725 | loss: 0.0311095 | val_loss: 0.0312166 | Time: 1239.83 ms
[2022-03-26 09:44:01 main:574] : INFO : Epoch 1726 | loss: 0.0310999 | val_loss: 0.0312066 | Time: 1272.7 ms
[2022-03-26 09:44:02 main:574] : INFO : Epoch 1727 | loss: 0.0310926 | val_loss: 0.0312133 | Time: 1230.51 ms
[2022-03-26 09:44:04 main:574] : INFO : Epoch 1728 | loss: 0.0310898 | val_loss: 0.031205 | Time: 1166.51 ms
[2022-03-26 09:44:05 main:574] : INFO : Epoch 1729 | loss: 0.0310862 | val_loss: 0.0312073 | Time: 1206.7 ms
[2022-03-26 09:44:06 main:574] : INFO : Epoch 1730 | loss: 0.0310858 | val_loss: 0.0312113 | Time: 1212.73 ms
[2022-03-26 09:44:07 main:574] : INFO : Epoch 1731 | loss: 0.0310847 | val_loss: 0.0312118 | Time: 1249.06 ms
[2022-03-26 09:44:08 main:574] : INFO : Epoch 1732 | loss: 0.031086 | val_loss: 0.0312239 | Time: 1245.35 ms
[2022-03-26 09:44:10 main:574] : INFO : Epoch 1733 | loss: 0.0310867 | val_loss: 0.0312037 | Time: 1236.75 ms
[2022-03-26 09:44:11 main:574] : INFO : Epoch 1734 | loss: 0.0310861 | val_loss: 0.0312175 | Time: 1220.04 ms
[2022-03-26 09:44:12 main:574] : INFO : Epoch 1735 | loss: 0.0310897 | val_loss: 0.0312128 | Time: 1232.15 ms
[2022-03-26 09:44:13 main:574] : INFO : Epoch 1736 | loss: 0.0310884 | val_loss: 0.031213 | Time: 1259.9 ms
[2022-03-26 09:44:15 main:574] : INFO : Epoch 1737 | loss: 0.0310866 | val_loss: 0.0312143 | Time: 1267.28 ms
[2022-03-26 09:44:16 main:574] : INFO : Epoch 1738 | loss: 0.0310905 | val_loss: 0.0312138 | Time: 1296.82 ms
[2022-03-26 09:44:17 main:574] : INFO : Epoch 1739 | loss: 0.0310833 | val_loss: 0.0312184 | Time: 1241.73 ms
[2022-03-26 09:44:19 main:574] : INFO : Epoch 1740 | loss: 0.0310865 | val_loss: 0.0312096 | Time: 1262.25 ms
[2022-03-26 09:44:20 main:574] : INFO : Epoch 1741 | loss: 0.0310893 | val_loss: 0.0312115 | Time: 1265.94 ms
[2022-03-26 09:44:21 main:574] : INFO : Epoch 1742 | loss: 0.0310882 | val_loss: 0.0312166 | Time: 1241.02 ms
[2022-03-26 09:44:22 main:574] : INFO : Epoch 1743 | loss: 0.0310848 | val_loss: 0.0312092 | Time: 1206.38 ms
[2022-03-26 09:44:23 main:574] : INFO : Epoch 1744 | loss: 0.031085 | val_loss: 0.0312136 | Time: 1176.99 ms
[2022-03-26 09:44:25 main:574] : INFO : Epoch 1745 | loss: 0.0310841 | val_loss: 0.0312121 | Time: 1224.11 ms
[2022-03-26 09:44:26 main:574] : INFO : Epoch 1746 | loss: 0.0310829 | val_loss: 0.0312164 | Time: 1295.97 ms
[2022-03-26 09:44:27 main:574] : INFO : Epoch 1747 | loss: 0.0310813 | val_loss: 0.0312233 | Time: 1303.7 ms
[2022-03-26 09:44:29 main:574] : INFO : Epoch 1748 | loss: 0.0310814 | val_loss: 0.0312269 | Time: 1259.79 ms
[2022-03-26 09:44:30 main:574] : INFO : Epoch 1749 | loss: 0.0310833 | val_loss: 0.0312118 | Time: 1242.55 ms
[2022-03-26 09:44:31 main:574] : INFO : Epoch 1750 | loss: 0.0310825 | val_loss: 0.0312254 | Time: 1267.02 ms
[2022-03-26 09:44:32 main:574] : INFO : Epoch 1751 | loss: 0.0310809 | val_loss: 0.0312109 | Time: 1246.42 ms
[2022-03-26 09:44:34 main:574] : INFO : Epoch 1752 | loss: 0.0310813 | val_loss: 0.0312087 | Time: 1259.92 ms
[2022-03-26 09:44:35 main:574] : INFO : Epoch 1753 | loss: 0.0310823 | val_loss: 0.0312077 | Time: 1266.42 ms
[2022-03-26 09:44:36 main:574] : INFO : Epoch 1754 | loss: 0.0310862 | val_loss: 0.0312247 | Time: 1265.91 ms
[2022-03-26 09:44:37 main:574] : INFO : Epoch 1755 | loss: 0.0310829 | val_loss: 0.0312188 | Time: 1277.99 ms
[2022-03-26 09:44:39 main:574] : INFO : Epoch 1756 | loss: 0.0310826 | val_loss: 0.0312242 | Time: 1268.44 ms
[2022-03-26 09:44:40 main:574] : INFO : Epoch 1757 | loss: 0.0310819 | val_loss: 0.0312308 | Time: 1196.67 ms
[2022-03-26 09:44:41 main:574] : INFO : Epoch 1758 | loss: 0.0310795 | val_loss: 0.0312281 | Time: 1165.1 ms
[2022-03-26 09:44:42 main:574] : INFO : Epoch 1759 | loss: 0.0310808 | val_loss: 0.0312005 | Time: 1154.96 ms
[2022-03-26 09:44:43 main:574] : INFO : Epoch 1760 | loss: 0.031092 | val_loss: 0.0312488 | Time: 1217.87 ms
[2022-03-26 09:44:45 main:574] : INFO : Epoch 1761 | loss: 0.0310941 | val_loss: 0.0312285 | Time: 1201.82 ms
[2022-03-26 09:44:46 main:574] : INFO : Epoch 1762 | loss: 0.0310849 | val_loss: 0.0312217 | Time: 1215.21 ms
[2022-03-26 09:44:47 main:574] : INFO : Epoch 1763 | loss: 0.0310832 | val_loss: 0.0312204 | Time: 1246.12 ms
[2022-03-26 09:44:48 main:574] : INFO : Epoch 1764 | loss: 0.0310791 | val_loss: 0.0312194 | Time: 1238.09 ms
[2022-03-26 09:44:50 main:574] : INFO : Epoch 1765 | loss: 0.0310794 | val_loss: 0.0312088 | Time: 1253.94 ms
[2022-03-26 09:44:51 main:574] : INFO : Epoch 1766 | loss: 0.0310838 | val_loss: 0.0312146 | Time: 1237.79 ms
[2022-03-26 09:44:52 main:574] : INFO : Epoch 1767 | loss: 0.0310765 | val_loss: 0.0312077 | Time: 1265.49 ms
[2022-03-26 09:44:53 main:574] : INFO : Epoch 1768 | loss: 0.031074 | val_loss: 0.0312299 | Time: 1276.49 ms
[2022-03-26 09:44:55 main:574] : INFO : Epoch 1769 | loss: 0.0310814 | val_loss: 0.0312173 | Time: 1254.28 ms
[2022-03-26 09:44:56 main:574] : INFO : Epoch 1770 | loss: 0.0310832 | val_loss: 0.0312174 | Time: 1242.33 ms
[2022-03-26 09:44:57 main:574] : INFO : Epoch 1771 | loss: 0.031081 | val_loss: 0.031229 | Time: 1234.35 ms
[2022-03-26 09:44:58 main:574] : INFO : Epoch 1772 | loss: 0.0310759 | val_loss: 0.0312277 | Time: 1174.52 ms
[2022-03-26 09:44:59 main:574] : INFO : Epoch 1773 | loss: 0.0310773 | val_loss: 0.0312194 | Time: 1180.86 ms
[2022-03-26 09:45:01 main:574] : INFO : Epoch 1774 | loss: 0.0310751 | val_loss: 0.0312195 | Time: 1135.14 ms
[2022-03-26 09:45:02 main:574] : INFO : Epoch 1775 | loss: 0.0310745 | val_loss: 0.0312277 | Time: 1109.61 ms
[2022-03-26 09:45:03 main:574] : INFO : Epoch 1776 | loss: 0.0310725 | val_loss: 0.0312158 | Time: 1218.54 ms
[2022-03-26 09:45:04 main:574] : INFO : Epoch 1777 | loss: 0.0310756 | val_loss: 0.0312212 | Time: 1253.25 ms
[2022-03-26 09:45:05 main:574] : INFO : Epoch 1778 | loss: 0.0310758 | val_loss: 0.0312268 | Time: 1213.66 ms
[2022-03-26 09:45:07 main:574] : INFO : Epoch 1779 | loss: 0.0310752 | val_loss: 0.0312435 | Time: 1196.96 ms
[2022-03-26 09:45:08 main:574] : INFO : Epoch 1780 | loss: 0.0310714 | val_loss: 0.0312228 | Time: 1195.58 ms
[2022-03-26 09:45:09 main:574] : INFO : Epoch 1781 | loss: 0.0310745 | val_loss: 0.0312202 | Time: 1255.97 ms
[2022-03-26 09:45:10 main:574] : INFO : Epoch 1782 | loss: 0.0310699 | val_loss: 0.0312326 | Time: 1287.72 ms
[2022-03-26 09:45:12 main:574] : INFO : Epoch 1783 | loss: 0.0310738 | val_loss: 0.0312323 | Time: 1234.74 ms
[2022-03-26 09:45:13 main:574] : INFO : Epoch 1784 | loss: 0.0310706 | val_loss: 0.031237 | Time: 1232.26 ms
[2022-03-26 09:45:14 main:574] : INFO : Epoch 1785 | loss: 0.0310757 | val_loss: 0.0312123 | Time: 1246.61 ms
[2022-03-26 09:45:15 main:574] : INFO : Epoch 1786 | loss: 0.0310802 | val_loss: 0.0312152 | Time: 1274.35 ms
[2022-03-26 09:45:17 main:574] : INFO : Epoch 1787 | loss: 0.0310776 | val_loss: 0.0312286 | Time: 1218.6 ms
[2022-03-26 09:45:18 main:574] : INFO : Epoch 1788 | loss: 0.031073 | val_loss: 0.0312325 | Time: 1185.54 ms
[2022-03-26 09:45:19 main:574] : INFO : Epoch 1789 | loss: 0.0310692 | val_loss: 0.0312363 | Time: 1255.71 ms
[2022-03-26 09:45:20 main:574] : INFO : Epoch 1790 | loss: 0.0310702 | val_loss: 0.0312211 | Time: 1249.58 ms
[2022-03-26 09:45:22 main:574] : INFO : Epoch 1791 | loss: 0.0310776 | val_loss: 0.0312272 | Time: 1253.85 ms
[2022-03-26 09:45:23 main:574] : INFO : Epoch 1792 | loss: 0.0310744 | val_loss: 0.0312296 | Time: 1303.26 ms
[2022-03-26 09:45:24 main:574] : INFO : Epoch 1793 | loss: 0.0310726 | val_loss: 0.031215 | Time: 1236.47 ms
[2022-03-26 09:45:25 main:574] : INFO : Epoch 1794 | loss: 0.0310759 | val_loss: 0.0312176 | Time: 1236.95 ms
[2022-03-26 09:45:27 main:574] : INFO : Epoch 1795 | loss: 0.0310766 | val_loss: 0.0312229 | Time: 1224.51 ms
[2022-03-26 09:45:28 main:574] : INFO : Epoch 1796 | loss: 0.0310754 | val_loss: 0.0312185 | Time: 1261.54 ms
[2022-03-26 09:45:29 main:574] : INFO : Epoch 1797 | loss: 0.0310713 | val_loss: 0.0312316 | Time: 1295.95 ms
[2022-03-26 09:45:30 main:574] : INFO : Epoch 1798 | loss: 0.0310711 | val_loss: 0.0312256 | Time: 1268.19 ms
[2022-03-26 09:45:32 main:574] : INFO : Epoch 1799 | loss: 0.0310725 | val_loss: 0.0312366 | Time: 1252.18 ms
[2022-03-26 09:45:33 main:574] : INFO : Epoch 1800 | loss: 0.0310679 | val_loss: 0.0312336 | Time: 1243.78 ms
[2022-03-26 09:45:34 main:574] : INFO : Epoch 1801 | loss: 0.0310737 | val_loss: 0.0312214 | Time: 1208.77 ms
[2022-03-26 09:45:35 main:574] : INFO : Epoch 1802 | loss: 0.0310729 | val_loss: 0.0312315 | Time: 1221.35 ms
[2022-03-26 09:45:36 main:574] : INFO : Epoch 1803 | loss: 0.0310729 | val_loss: 0.0312331 | Time: 1188.5 ms
[2022-03-26 09:45:38 main:574] : INFO : Epoch 1804 | loss: 0.0310711 | val_loss: 0.0312282 | Time: 1167.47 ms
[2022-03-26 09:45:39 main:574] : INFO : Epoch 1805 | loss: 0.0310752 | val_loss: 0.0312253 | Time: 1230.92 ms
[2022-03-26 09:45:40 main:574] : INFO : Epoch 1806 | loss: 0.0310782 | val_loss: 0.0312187 | Time: 1228.72 ms
[2022-03-26 09:45:41 main:574] : INFO : Epoch 1807 | loss: 0.0310744 | val_loss: 0.0312113 | Time: 1166.71 ms
[2022-03-26 09:45:43 main:574] : INFO : Epoch 1808 | loss: 0.0310695 | val_loss: 0.0312322 | Time: 1251.15 ms
[2022-03-26 09:45:44 main:574] : INFO : Epoch 1809 | loss: 0.0310685 | val_loss: 0.031228 | Time: 1262.29 ms
[2022-03-26 09:45:45 main:574] : INFO : Epoch 1810 | loss: 0.0310684 | val_loss: 0.031216 | Time: 1260.56 ms
[2022-03-26 09:45:46 main:574] : INFO : Epoch 1811 | loss: 0.031073 | val_loss: 0.0312224 | Time: 1252.49 ms
[2022-03-26 09:45:48 main:574] : INFO : Epoch 1812 | loss: 0.0310759 | val_loss: 0.0312229 | Time: 1278.02 ms
[2022-03-26 09:45:49 main:574] : INFO : Epoch 1813 | loss: 0.0310704 | val_loss: 0.0312425 | Time: 1276.71 ms
[2022-03-26 09:45:50 main:574] : INFO : Epoch 1814 | loss: 0.0310696 | val_loss: 0.0312184 | Time: 1283.45 ms
[2022-03-26 09:45:51 main:574] : INFO : Epoch 1815 | loss: 0.0310683 | val_loss: 0.031257 | Time: 1270.13 ms
[2022-03-26 09:45:53 main:574] : INFO : Epoch 1816 | loss: 0.0310713 | val_loss: 0.0312286 | Time: 1183.05 ms
[2022-03-26 09:45:54 main:574] : INFO : Epoch 1817 | loss: 0.031076 | val_loss: 0.0312304 | Time: 1155.2 ms
[2022-03-26 09:45:55 main:574] : INFO : Epoch 1818 | loss: 0.0310736 | val_loss: 0.0312406 | Time: 1136.96 ms
[2022-03-26 09:45:56 main:574] : INFO : Epoch 1819 | loss: 0.031071 | val_loss: 0.0312361 | Time: 1206.53 ms
[2022-03-26 09:45:57 main:574] : INFO : Epoch 1820 | loss: 0.0311202 | val_loss: 0.0311968 | Time: 1329.29 ms
[2022-03-26 09:45:59 main:574] : INFO : Epoch 1821 | loss: 0.031143 | val_loss: 0.0311873 | Time: 1330.36 ms
[2022-03-26 09:46:00 main:574] : INFO : Epoch 1822 | loss: 0.0311222 | val_loss: 0.0311989 | Time: 1313.34 ms
[2022-03-26 09:46:01 main:574] : INFO : Epoch 1823 | loss: 0.0311039 | val_loss: 0.0312064 | Time: 1367.76 ms
[2022-03-26 09:46:03 main:574] : INFO : Epoch 1824 | loss: 0.0310912 | val_loss: 0.0312105 | Time: 1351.89 ms
[2022-03-26 09:46:04 main:574] : INFO : Epoch 1825 | loss: 0.0310858 | val_loss: 0.0312182 | Time: 1278.03 ms
[2022-03-26 09:46:05 main:574] : INFO : Epoch 1826 | loss: 0.0310782 | val_loss: 0.0312139 | Time: 1250.62 ms
[2022-03-26 09:46:07 main:574] : INFO : Epoch 1827 | loss: 0.0310798 | val_loss: 0.0312242 | Time: 1245.63 ms
[2022-03-26 09:46:08 main:574] : INFO : Epoch 1828 | loss: 0.0310767 | val_loss: 0.0312311 | Time: 1218.21 ms
[2022-03-26 09:46:09 main:574] : INFO : Epoch 1829 | loss: 0.0310773 | val_loss: 0.0312113 | Time: 1261.93 ms
[2022-03-26 09:46:10 main:574] : INFO : Epoch 1830 | loss: 0.0310734 | val_loss: 0.0312163 | Time: 1175.11 ms
[2022-03-26 09:46:12 main:574] : INFO : Epoch 1831 | loss: 0.0310728 | val_loss: 0.0312291 | Time: 1186.89 ms
[2022-03-26 09:46:13 main:574] : INFO : Epoch 1832 | loss: 0.031074 | val_loss: 0.0312268 | Time: 1188 ms
[2022-03-26 09:46:14 main:574] : INFO : Epoch 1833 | loss: 0.0310692 | val_loss: 0.0312317 | Time: 1176.85 ms
[2022-03-26 09:46:15 main:574] : INFO : Epoch 1834 | loss: 0.0310684 | val_loss: 0.0312277 | Time: 1199.73 ms
[2022-03-26 09:46:16 main:574] : INFO : Epoch 1835 | loss: 0.0310694 | val_loss: 0.0312436 | Time: 1236.1 ms
[2022-03-26 09:46:18 main:574] : INFO : Epoch 1836 | loss: 0.0310658 | val_loss: 0.0312213 | Time: 1314.65 ms
[2022-03-26 09:46:19 main:574] : INFO : Epoch 1837 | loss: 0.0310647 | val_loss: 0.0312303 | Time: 1223.91 ms
[2022-03-26 09:46:20 main:574] : INFO : Epoch 1838 | loss: 0.0310686 | val_loss: 0.03123 | Time: 1273.02 ms
[2022-03-26 09:46:21 main:574] : INFO : Epoch 1839 | loss: 0.0310691 | val_loss: 0.0312335 | Time: 1272.96 ms
[2022-03-26 09:46:23 main:574] : INFO : Epoch 1840 | loss: 0.0310649 | val_loss: 0.0312452 | Time: 1248.76 ms
[2022-03-26 09:46:24 main:574] : INFO : Epoch 1841 | loss: 0.0310638 | val_loss: 0.0312431 | Time: 1258.73 ms
[2022-03-26 09:46:25 main:574] : INFO : Epoch 1842 | loss: 0.0310636 | val_loss: 0.0312275 | Time: 1236.58 ms
[2022-03-26 09:46:26 main:574] : INFO : Epoch 1843 | loss: 0.0310679 | val_loss: 0.0312164 | Time: 1253.13 ms
[2022-03-26 09:46:28 main:574] : INFO : Epoch 1844 | loss: 0.0310731 | val_loss: 0.0312104 | Time: 1248.02 ms
[2022-03-26 09:46:29 main:574] : INFO : Epoch 1845 | loss: 0.0310651 | val_loss: 0.03123 | Time: 1170.18 ms
[2022-03-26 09:46:30 main:574] : INFO : Epoch 1846 | loss: 0.0310695 | val_loss: 0.031208 | Time: 1233.63 ms
[2022-03-26 09:46:31 main:574] : INFO : Epoch 1847 | loss: 0.0310685 | val_loss: 0.0312157 | Time: 1221.29 ms
[2022-03-26 09:46:32 main:574] : INFO : Epoch 1848 | loss: 0.0310729 | val_loss: 0.0312196 | Time: 1147.12 ms
[2022-03-26 09:46:34 main:574] : INFO : Epoch 1849 | loss: 0.0310734 | val_loss: 0.0312269 | Time: 1211.84 ms
[2022-03-26 09:46:35 main:574] : INFO : Epoch 1850 | loss: 0.0310665 | val_loss: 0.0312385 | Time: 1293.88 ms
[2022-03-26 09:46:36 main:574] : INFO : Epoch 1851 | loss: 0.0310634 | val_loss: 0.0312194 | Time: 1239.72 ms
[2022-03-26 09:46:37 main:574] : INFO : Epoch 1852 | loss: 0.0310641 | val_loss: 0.0312486 | Time: 1233.84 ms
[2022-03-26 09:46:39 main:574] : INFO : Epoch 1853 | loss: 0.0310632 | val_loss: 0.0312373 | Time: 1275.36 ms
[2022-03-26 09:46:40 main:574] : INFO : Epoch 1854 | loss: 0.0310615 | val_loss: 0.0312256 | Time: 1167.45 ms
[2022-03-26 09:46:41 main:574] : INFO : Epoch 1855 | loss: 0.0310633 | val_loss: 0.0312412 | Time: 1276.98 ms
[2022-03-26 09:46:42 main:574] : INFO : Epoch 1856 | loss: 0.0310629 | val_loss: 0.0312265 | Time: 1214.05 ms
[2022-03-26 09:46:44 main:574] : INFO : Epoch 1857 | loss: 0.0310733 | val_loss: 0.0312024 | Time: 1189.27 ms
[2022-03-26 09:46:45 main:574] : INFO : Epoch 1858 | loss: 0.0311684 | val_loss: 0.0311835 | Time: 1222.97 ms
[2022-03-26 09:46:46 main:574] : INFO : Epoch 1859 | loss: 0.0311582 | val_loss: 0.0311791 | Time: 1241.07 ms
[2022-03-26 09:46:47 main:574] : INFO : Epoch 1860 | loss: 0.0311485 | val_loss: 0.0311799 | Time: 1175.23 ms
[2022-03-26 09:46:48 main:574] : INFO : Epoch 1861 | loss: 0.0311415 | val_loss: 0.0311723 | Time: 1173.14 ms
[2022-03-26 09:46:50 main:574] : INFO : Epoch 1862 | loss: 0.031138 | val_loss: 0.0311767 | Time: 1144.98 ms
[2022-03-26 09:46:51 main:574] : INFO : Epoch 1863 | loss: 0.0311336 | val_loss: 0.0311793 | Time: 1159.57 ms
[2022-03-26 09:46:52 main:574] : INFO : Epoch 1864 | loss: 0.0311265 | val_loss: 0.0311781 | Time: 1289.98 ms
[2022-03-26 09:46:53 main:574] : INFO : Epoch 1865 | loss: 0.0311241 | val_loss: 0.0311785 | Time: 1233.89 ms
[2022-03-26 09:46:55 main:574] : INFO : Epoch 1866 | loss: 0.0311225 | val_loss: 0.0311824 | Time: 1281.33 ms
[2022-03-26 09:46:56 main:574] : INFO : Epoch 1867 | loss: 0.0311193 | val_loss: 0.0311827 | Time: 1243.96 ms
[2022-03-26 09:46:57 main:574] : INFO : Epoch 1868 | loss: 0.0311174 | val_loss: 0.0311804 | Time: 1235.89 ms
[2022-03-26 09:46:58 main:574] : INFO : Epoch 1869 | loss: 0.0311152 | val_loss: 0.0311884 | Time: 1230.76 ms
[2022-03-26 09:46:59 main:574] : INFO : Epoch 1870 | loss: 0.0311118 | val_loss: 0.0311854 | Time: 1250.51 ms
[2022-03-26 09:47:01 main:574] : INFO : Epoch 1871 | loss: 0.0311117 | val_loss: 0.0311897 | Time: 1298.96 ms
[2022-03-26 09:47:02 main:574] : INFO : Epoch 1872 | loss: 0.0311115 | val_loss: 0.0311869 | Time: 1243.59 ms
[2022-03-26 09:47:03 main:574] : INFO : Epoch 1873 | loss: 0.0311082 | val_loss: 0.0311985 | Time: 1230.05 ms
[2022-03-26 09:47:04 main:574] : INFO : Epoch 1874 | loss: 0.0311067 | val_loss: 0.0311975 | Time: 1220.75 ms
[2022-03-26 09:47:06 main:574] : INFO : Epoch 1875 | loss: 0.0311058 | val_loss: 0.031194 | Time: 1236.53 ms
[2022-03-26 09:47:07 main:574] : INFO : Epoch 1876 | loss: 0.0311057 | val_loss: 0.0311896 | Time: 1160.96 ms
[2022-03-26 09:47:08 main:574] : INFO : Epoch 1877 | loss: 0.0311034 | val_loss: 0.031195 | Time: 1216.85 ms
[2022-03-26 09:47:09 main:574] : INFO : Epoch 1878 | loss: 0.0311042 | val_loss: 0.0311909 | Time: 1228.48 ms
[2022-03-26 09:47:11 main:574] : INFO : Epoch 1879 | loss: 0.0311084 | val_loss: 0.0311927 | Time: 1221.46 ms
[2022-03-26 09:47:12 main:574] : INFO : Epoch 1880 | loss: 0.0311021 | val_loss: 0.0311941 | Time: 1217.19 ms
[2022-03-26 09:47:13 main:574] : INFO : Epoch 1881 | loss: 0.0311002 | val_loss: 0.0311976 | Time: 1234.94 ms
[2022-03-26 09:47:14 main:574] : INFO : Epoch 1882 | loss: 0.0311026 | val_loss: 0.0312006 | Time: 1226.13 ms
[2022-03-26 09:47:15 main:574] : INFO : Epoch 1883 | loss: 0.0311018 | val_loss: 0.0311933 | Time: 1259.83 ms
[2022-03-26 09:47:17 main:574] : INFO : Epoch 1884 | loss: 0.0311011 | val_loss: 0.0312024 | Time: 1266.37 ms
[2022-03-26 09:47:18 main:574] : INFO : Epoch 1885 | loss: 0.0310974 | val_loss: 0.0311937 | Time: 1275.82 ms
[2022-03-26 09:47:19 main:574] : INFO : Epoch 1886 | loss: 0.0310987 | val_loss: 0.0312008 | Time: 1250.36 ms
[2022-03-26 09:47:21 main:574] : INFO : Epoch 1887 | loss: 0.0310982 | val_loss: 0.0311879 | Time: 1249.57 ms
[2022-03-26 09:47:22 main:574] : INFO : Epoch 1888 | loss: 0.0311007 | val_loss: 0.031195 | Time: 1228.3 ms
[2022-03-26 09:47:23 main:574] : INFO : Epoch 1889 | loss: 0.0311024 | val_loss: 0.0312073 | Time: 1203.62 ms
[2022-03-26 09:47:24 main:574] : INFO : Epoch 1890 | loss: 0.0310992 | val_loss: 0.0311954 | Time: 1248.63 ms
[2022-03-26 09:47:25 main:574] : INFO : Epoch 1891 | loss: 0.0310997 | val_loss: 0.0312044 | Time: 1221.9 ms
[2022-03-26 09:47:27 main:574] : INFO : Epoch 1892 | loss: 0.0311039 | val_loss: 0.0311965 | Time: 1261.02 ms
[2022-03-26 09:47:28 main:574] : INFO : Epoch 1893 | loss: 0.0311017 | val_loss: 0.031199 | Time: 1208.74 ms
[2022-03-26 09:47:29 main:574] : INFO : Epoch 1894 | loss: 0.0311005 | val_loss: 0.031201 | Time: 1193.99 ms
[2022-03-26 09:47:30 main:574] : INFO : Epoch 1895 | loss: 0.0310995 | val_loss: 0.0311961 | Time: 1288.3 ms
[2022-03-26 09:47:32 main:574] : INFO : Epoch 1896 | loss: 0.0311017 | val_loss: 0.0311982 | Time: 1258.74 ms
[2022-03-26 09:47:33 main:574] : INFO : Epoch 1897 | loss: 0.0311001 | val_loss: 0.0312015 | Time: 1230.24 ms
[2022-03-26 09:47:34 main:574] : INFO : Epoch 1898 | loss: 0.0310963 | val_loss: 0.0311991 | Time: 1245.54 ms
[2022-03-26 09:47:35 main:574] : INFO : Epoch 1899 | loss: 0.031093 | val_loss: 0.0312102 | Time: 1263.69 ms
[2022-03-26 09:47:37 main:574] : INFO : Epoch 1900 | loss: 0.031092 | val_loss: 0.0311984 | Time: 1240.8 ms
[2022-03-26 09:47:38 main:574] : INFO : Epoch 1901 | loss: 0.0310916 | val_loss: 0.0312067 | Time: 1254.05 ms
[2022-03-26 09:47:39 main:574] : INFO : Epoch 1902 | loss: 0.031092 | val_loss: 0.031198 | Time: 1224.02 ms
[2022-03-26 09:47:40 main:574] : INFO : Epoch 1903 | loss: 0.0310925 | val_loss: 0.0312163 | Time: 1217.2 ms
[2022-03-26 09:47:42 main:574] : INFO : Epoch 1904 | loss: 0.0310931 | val_loss: 0.0312065 | Time: 1170.37 ms
[2022-03-26 09:47:43 main:574] : INFO : Epoch 1905 | loss: 0.0310892 | val_loss: 0.0312045 | Time: 1252.7 ms
[2022-03-26 09:47:44 main:574] : INFO : Epoch 1906 | loss: 0.0310881 | val_loss: 0.0312044 | Time: 1152.39 ms
[2022-03-26 09:47:45 main:574] : INFO : Epoch 1907 | loss: 0.0310847 | val_loss: 0.0312166 | Time: 1176.37 ms
[2022-03-26 09:47:46 main:574] : INFO : Epoch 1908 | loss: 0.0310888 | val_loss: 0.0312017 | Time: 1239.96 ms
[2022-03-26 09:47:48 main:574] : INFO : Epoch 1909 | loss: 0.0310875 | val_loss: 0.0312163 | Time: 1222.68 ms
[2022-03-26 09:47:49 main:574] : INFO : Epoch 1910 | loss: 0.0310874 | val_loss: 0.0312116 | Time: 1215.4 ms
[2022-03-26 09:47:50 main:574] : INFO : Epoch 1911 | loss: 0.0310935 | val_loss: 0.0312103 | Time: 1231.28 ms
[2022-03-26 09:47:51 main:574] : INFO : Epoch 1912 | loss: 0.0310904 | val_loss: 0.0312093 | Time: 1191.41 ms
[2022-03-26 09:47:52 main:574] : INFO : Epoch 1913 | loss: 0.0310897 | val_loss: 0.0312075 | Time: 1223.52 ms
[2022-03-26 09:47:54 main:574] : INFO : Epoch 1914 | loss: 0.0310897 | val_loss: 0.0312107 | Time: 1260.51 ms
[2022-03-26 09:47:55 main:574] : INFO : Epoch 1915 | loss: 0.0310868 | val_loss: 0.0312059 | Time: 1238.28 ms
[2022-03-26 09:47:56 main:574] : INFO : Epoch 1916 | loss: 0.031083 | val_loss: 0.0312223 | Time: 1215.28 ms
[2022-03-26 09:47:57 main:574] : INFO : Epoch 1917 | loss: 0.0310878 | val_loss: 0.0312009 | Time: 1221.25 ms
[2022-03-26 09:47:59 main:574] : INFO : Epoch 1918 | loss: 0.0310892 | val_loss: 0.0312044 | Time: 1220.82 ms
[2022-03-26 09:48:00 main:574] : INFO : Epoch 1919 | loss: 0.0310836 | val_loss: 0.0312037 | Time: 1235.88 ms
[2022-03-26 09:48:01 main:574] : INFO : Epoch 1920 | loss: 0.031081 | val_loss: 0.0312126 | Time: 1172.41 ms
[2022-03-26 09:48:02 main:574] : INFO : Epoch 1921 | loss: 0.0310835 | val_loss: 0.0312134 | Time: 1246.84 ms
[2022-03-26 09:48:04 main:574] : INFO : Epoch 1922 | loss: 0.0310893 | val_loss: 0.031207 | Time: 1249.09 ms
[2022-03-26 09:48:05 main:574] : INFO : Epoch 1923 | loss: 0.0310864 | val_loss: 0.0312145 | Time: 1152.25 ms
[2022-03-26 09:48:06 main:574] : INFO : Epoch 1924 | loss: 0.0310825 | val_loss: 0.0312183 | Time: 1181.54 ms
[2022-03-26 09:48:07 main:574] : INFO : Epoch 1925 | loss: 0.0310837 | val_loss: 0.0312124 | Time: 1304.32 ms
[2022-03-26 09:48:08 main:574] : INFO : Epoch 1926 | loss: 0.0310824 | val_loss: 0.0312159 | Time: 1222.04 ms
[2022-03-26 09:48:10 main:574] : INFO : Epoch 1927 | loss: 0.0310782 | val_loss: 0.0312298 | Time: 1242.87 ms
[2022-03-26 09:48:11 main:574] : INFO : Epoch 1928 | loss: 0.0310827 | val_loss: 0.0312074 | Time: 1218.35 ms
[2022-03-26 09:48:12 main:574] : INFO : Epoch 1929 | loss: 0.0310835 | val_loss: 0.0312152 | Time: 1215.5 ms
[2022-03-26 09:48:13 main:574] : INFO : Epoch 1930 | loss: 0.0310794 | val_loss: 0.031219 | Time: 1218.85 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080 Ti)
[2022-03-26 09:57:09 main:435] : INFO : Set logging level to 1
[2022-03-26 09:57:09 main:441] : INFO : Running in BOINC Client mode
[2022-03-26 09:57:09 main:444] : INFO : Resolving all filenames
[2022-03-26 09:57:09 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-26 09:57:09 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-26 09:57:09 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-26 09:57:09 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2022-03-26 09:57:09 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-26 09:57:09 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-26 09:57:09 main:474] : INFO : Configuration:
[2022-03-26 09:57:09 main:475] : INFO : Model type: GRU
[2022-03-26 09:57:09 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-26 09:57:09 main:477] : INFO : Max Epochs: 2048
[2022-03-26 09:57:09 main:478] : INFO : Batch Size: 128
[2022-03-26 09:57:09 main:479] : INFO : Learning Rate: 0.01
[2022-03-26 09:57:09 main:480] : INFO : Patience: 10
[2022-03-26 09:57:09 main:481] : INFO : Hidden Width: 12
[2022-03-26 09:57:09 main:482] : INFO : # Recurrent Layers: 4
[2022-03-26 09:57:09 main:483] : INFO : # Backend Layers: 4
[2022-03-26 09:57:09 main:484] : INFO : # Threads: 1
[2022-03-26 09:57:09 main:486] : INFO : Preparing Dataset
[2022-03-26 09:57:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-26 09:57:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-26 09:57:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-26 09:57:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-26 09:57:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-26 09:57:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-26 09:57:11 main:494] : INFO : Creating Model
[2022-03-26 09:57:11 main:507] : INFO : Preparing config file
[2022-03-26 09:57:11 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-26 09:57:11 main:512] : INFO : Loading config
[2022-03-26 09:57:11 main:514] : INFO : Loading state
[2022-03-26 09:57:12 main:559] : INFO : Loading DataLoader into Memory
[2022-03-26 09:57:12 main:562] : INFO : Starting Training
[2022-03-26 09:57:13 main:574] : INFO : Epoch 1840 | loss: 0.0311424 | val_loss: 0.0312111 | Time: 1400.59 ms
[2022-03-26 09:57:14 main:574] : INFO : Epoch 1841 | loss: 0.0310903 | val_loss: 0.0312273 | Time: 1159.12 ms
[2022-03-26 09:57:15 main:574] : INFO : Epoch 1842 | loss: 0.0310752 | val_loss: 0.031229 | Time: 1195.63 ms
[2022-03-26 09:57:17 main:574] : INFO : Epoch 1843 | loss: 0.0310694 | val_loss: 0.031228 | Time: 1191.89 ms
[2022-03-26 09:57:18 main:574] : INFO : Epoch 1844 | loss: 0.03107 | val_loss: 0.0312294 | Time: 1136.37 ms
[2022-03-26 09:57:19 main:574] : INFO : Epoch 1845 | loss: 0.0310697 | val_loss: 0.0312498 | Time: 1080.5 ms
[2022-03-26 09:57:20 main:574] : INFO : Epoch 1846 | loss: 0.0310682 | val_loss: 0.0312254 | Time: 1097.52 ms
[2022-03-26 09:57:21 main:574] : INFO : Epoch 1847 | loss: 0.0310689 | val_loss: 0.0312153 | Time: 1169.11 ms
[2022-03-26 09:57:22 main:574] : INFO : Epoch 1848 | loss: 0.0310734 | val_loss: 0.0312249 | Time: 1136.35 ms
[2022-03-26 09:57:24 main:574] : INFO : Epoch 1849 | loss: 0.0310669 | val_loss: 0.0312148 | Time: 1183.24 ms
[2022-03-26 09:57:25 main:574] : INFO : Epoch 1850 | loss: 0.0310691 | val_loss: 0.0312505 | Time: 1142.6 ms
[2022-03-26 09:57:26 main:574] : INFO : Epoch 1851 | loss: 0.0310609 | val_loss: 0.0312653 | Time: 1143.83 ms
[2022-03-26 09:57:27 main:574] : INFO : Epoch 1852 | loss: 0.0310592 | val_loss: 0.0312214 | Time: 1176.25 ms
[2022-03-26 09:57:28 main:574] : INFO : Epoch 1853 | loss: 0.0310653 | val_loss: 0.0312274 | Time: 1162.62 ms
[2022-03-26 09:57:29 main:574] : INFO : Epoch 1854 | loss: 0.0310622 | val_loss: 0.0312573 | Time: 1197.92 ms
[2022-03-26 09:57:31 main:574] : INFO : Epoch 1855 | loss: 0.0310626 | val_loss: 0.0312538 | Time: 1153.31 ms
[2022-03-26 09:57:32 main:574] : INFO : Epoch 1856 | loss: 0.0310595 | val_loss: 0.0312316 | Time: 1145.2 ms
[2022-03-26 09:57:33 main:574] : INFO : Epoch 1857 | loss: 0.0310596 | val_loss: 0.0312602 | Time: 1211.76 ms
[2022-03-26 09:57:34 main:574] : INFO : Epoch 1858 | loss: 0.0310651 | val_loss: 0.0312281 | Time: 1144.79 ms
[2022-03-26 09:57:35 main:574] : INFO : Epoch 1859 | loss: 0.0310683 | val_loss: 0.0312557 | Time: 1167.69 ms
[2022-03-26 09:57:36 main:574] : INFO : Epoch 1860 | loss: 0.0310675 | val_loss: 0.0312363 | Time: 1090.9 ms
[2022-03-26 09:57:37 main:574] : INFO : Epoch 1861 | loss: 0.0310626 | val_loss: 0.0312346 | Time: 1104.21 ms
[2022-03-26 09:57:38 main:574] : INFO : Epoch 1862 | loss: 0.0310635 | val_loss: 0.0312457 | Time: 1054.13 ms
[2022-03-26 09:57:40 main:574] : INFO : Epoch 1863 | loss: 0.0310578 | val_loss: 0.0312444 | Time: 1129.85 ms
[2022-03-26 09:57:41 main:574] : INFO : Epoch 1864 | loss: 0.0310583 | val_loss: 0.031237 | Time: 1092.11 ms
[2022-03-26 09:57:42 main:574] : INFO : Epoch 1865 | loss: 0.0310604 | val_loss: 0.0312292 | Time: 1199.56 ms
[2022-03-26 09:57:43 main:574] : INFO : Epoch 1866 | loss: 0.0310686 | val_loss: 0.0312376 | Time: 1155.99 ms
[2022-03-26 09:57:44 main:574] : INFO : Epoch 1867 | loss: 0.031063 | val_loss: 0.0312495 | Time: 1172.28 ms
[2022-03-26 09:57:45 main:574] : INFO : Epoch 1868 | loss: 0.0310588 | val_loss: 0.0312317 | Time: 1236.76 ms
[2022-03-26 09:57:47 main:574] : INFO : Epoch 1869 | loss: 0.0310668 | val_loss: 0.0312336 | Time: 1243.01 ms
[2022-03-26 09:57:48 main:574] : INFO : Epoch 1870 | loss: 0.0310652 | val_loss: 0.0312504 | Time: 1236.88 ms
[2022-03-26 09:57:49 main:574] : INFO : Epoch 1871 | loss: 0.031062 | val_loss: 0.0312289 | Time: 1237.06 ms
[2022-03-26 09:57:50 main:574] : INFO : Epoch 1872 | loss: 0.0310596 | val_loss: 0.0312402 | Time: 1196.11 ms
[2022-03-26 09:57:52 main:574] : INFO : Epoch 1873 | loss: 0.0310571 | val_loss: 0.0312307 | Time: 1240.97 ms
[2022-03-26 09:57:53 main:574] : INFO : Epoch 1874 | loss: 0.0310592 | val_loss: 0.031235 | Time: 1199.54 ms
[2022-03-26 09:57:54 main:574] : INFO : Epoch 1875 | loss: 0.0310552 | val_loss: 0.0312465 | Time: 1147.93 ms
[2022-03-26 09:57:55 main:574] : INFO : Epoch 1876 | loss: 0.031058 | val_loss: 0.0312349 | Time: 1177.11 ms
[2022-03-26 09:57:56 main:574] : INFO : Epoch 1877 | loss: 0.0310606 | val_loss: 0.0312474 | Time: 1184.76 ms
[2022-03-26 09:57:58 main:574] : INFO : Epoch 1878 | loss: 0.0310588 | val_loss: 0.0312707 | Time: 1146.24 ms
[2022-03-26 09:57:59 main:574] : INFO : Epoch 1879 | loss: 0.0310597 | val_loss: 0.0312478 | Time: 1222.74 ms
[2022-03-26 09:58:00 main:574] : INFO : Epoch 1880 | loss: 0.0310549 | val_loss: 0.0312376 | Time: 1222.44 ms
[2022-03-26 09:58:01 main:574] : INFO : Epoch 1881 | loss: 0.0310568 | val_loss: 0.031242 | Time: 1218.45 ms
[2022-03-26 09:58:03 main:574] : INFO : Epoch 1882 | loss: 0.0310565 | val_loss: 0.0312397 | Time: 1256.58 ms
[2022-03-26 09:58:04 main:574] : INFO : Epoch 1883 | loss: 0.031062 | val_loss: 0.0312387 | Time: 1201.51 ms
[2022-03-26 09:58:05 main:574] : INFO : Epoch 1884 | loss: 0.0310575 | val_loss: 0.0312411 | Time: 1189.44 ms
[2022-03-26 09:58:06 main:574] : INFO : Epoch 1885 | loss: 0.0310574 | val_loss: 0.0312374 | Time: 1231.65 ms
[2022-03-26 09:58:07 main:574] : INFO : Epoch 1886 | loss: 0.0310593 | val_loss: 0.0312461 | Time: 1214.7 ms
[2022-03-26 09:58:09 main:574] : INFO : Epoch 1887 | loss: 0.0310546 | val_loss: 0.031235 | Time: 1158.15 ms
[2022-03-26 09:58:10 main:574] : INFO : Epoch 1888 | loss: 0.0310613 | val_loss: 0.0312632 | Time: 1229.54 ms
[2022-03-26 09:58:11 main:574] : INFO : Epoch 1889 | loss: 0.0310575 | val_loss: 0.0312569 | Time: 1239.3 ms
[2022-03-26 09:58:12 main:574] : INFO : Epoch 1890 | loss: 0.0310697 | val_loss: 0.0312452 | Time: 1181.99 ms
[2022-03-26 09:58:14 main:574] : INFO : Epoch 1891 | loss: 0.0310611 | val_loss: 0.0312526 | Time: 1193.03 ms
[2022-03-26 09:58:15 main:574] : INFO : Epoch 1892 | loss: 0.0310576 | val_loss: 0.0312512 | Time: 1193.59 ms
[2022-03-26 09:58:16 main:574] : INFO : Epoch 1893 | loss: 0.0310557 | val_loss: 0.0312427 | Time: 1149.73 ms
[2022-03-26 09:58:17 main:574] : INFO : Epoch 1894 | loss: 0.0310553 | val_loss: 0.0312423 | Time: 1167.16 ms
[2022-03-26 09:58:18 main:574] : INFO : Epoch 1895 | loss: 0.0310601 | val_loss: 0.0312331 | Time: 1158.42 ms
[2022-03-26 09:58:19 main:574] : INFO : Epoch 1896 | loss: 0.0310615 | val_loss: 0.0312335 | Time: 1143.65 ms
[2022-03-26 09:58:21 main:574] : INFO : Epoch 1897 | loss: 0.0310574 | val_loss: 0.0312311 | Time: 1127.32 ms
[2022-03-26 09:58:22 main:574] : INFO : Epoch 1898 | loss: 0.031061 | val_loss: 0.0312453 | Time: 1156.2 ms
[2022-03-26 09:58:23 main:574] : INFO : Epoch 1899 | loss: 0.031064 | val_loss: 0.0312316 | Time: 1143.46 ms
[2022-03-26 09:58:24 main:574] : INFO : Epoch 1900 | loss: 0.0310609 | val_loss: 0.0312414 | Time: 1139.77 ms
[2022-03-26 09:58:25 main:574] : INFO : Epoch 1901 | loss: 0.0310559 | val_loss: 0.0312233 | Time: 1174.27 ms
[2022-03-26 09:58:26 main:574] : INFO : Epoch 1902 | loss: 0.0310558 | val_loss: 0.0312282 | Time: 1138.83 ms
[2022-03-26 09:58:27 main:574] : INFO : Epoch 1903 | loss: 0.0310573 | val_loss: 0.0312273 | Time: 1168.28 ms
[2022-03-26 09:58:29 main:574] : INFO : Epoch 1904 | loss: 0.0310586 | val_loss: 0.031252 | Time: 1144.51 ms
[2022-03-26 09:58:30 main:574] : INFO : Epoch 1905 | loss: 0.0310594 | val_loss: 0.0312388 | Time: 1126.69 ms
[2022-03-26 09:58:31 main:574] : INFO : Epoch 1906 | loss: 0.0310595 | val_loss: 0.0312291 | Time: 1115.86 ms
[2022-03-26 09:58:32 main:574] : INFO : Epoch 1907 | loss: 0.0310547 | val_loss: 0.031245 | Time: 1150.17 ms
[2022-03-26 09:58:33 main:574] : INFO : Epoch 1908 | loss: 0.0310521 | val_loss: 0.031267 | Time: 1118.52 ms
[2022-03-26 09:58:34 main:574] : INFO : Epoch 1909 | loss: 0.0310518 | val_loss: 0.0312406 | Time: 1127.7 ms
[2022-03-26 09:58:35 main:574] : INFO : Epoch 1910 | loss: 0.0310493 | val_loss: 0.0312407 | Time: 1160.15 ms
[2022-03-26 09:58:37 main:574] : INFO : Epoch 1911 | loss: 0.0310521 | val_loss: 0.0312407 | Time: 1156.4 ms
[2022-03-26 09:58:38 main:574] : INFO : Epoch 1912 | loss: 0.0310563 | val_loss: 0.0312437 | Time: 1174.43 ms
[2022-03-26 09:58:39 main:574] : INFO : Epoch 1913 | loss: 0.0310537 | val_loss: 0.0312414 | Time: 1137.58 ms
[2022-03-26 09:58:40 main:574] : INFO : Epoch 1914 | loss: 0.0310551 | val_loss: 0.0312168 | Time: 1192.12 ms
[2022-03-26 09:58:41 main:574] : INFO : Epoch 1915 | loss: 0.0310556 | val_loss: 0.0312371 | Time: 1196.45 ms
[2022-03-26 09:58:42 main:574] : INFO : Epoch 1916 | loss: 0.0310513 | val_loss: 0.0312449 | Time: 1120.25 ms
[2022-03-26 09:58:44 main:574] : INFO : Epoch 1917 | loss: 0.0310517 | val_loss: 0.031247 | Time: 1162.11 ms
[2022-03-26 09:58:45 main:574] : INFO : Epoch 1918 | loss: 0.0310553 | val_loss: 0.0312299 | Time: 1169.03 ms
[2022-03-26 09:58:46 main:574] : INFO : Epoch 1919 | loss: 0.0310536 | val_loss: 0.0312344 | Time: 1226.76 ms
[2022-03-26 09:58:47 main:574] : INFO : Epoch 1920 | loss: 0.0310568 | val_loss: 0.0312503 | Time: 1157.94 ms
[2022-03-26 09:58:48 main:574] : INFO : Epoch 1921 | loss: 0.0310579 | val_loss: 0.0312346 | Time: 1120.4 ms
[2022-03-26 09:58:49 main:574] : INFO : Epoch 1922 | loss: 0.0310546 | val_loss: 0.0312555 | Time: 1086.69 ms
[2022-03-26 09:58:50 main:574] : INFO : Epoch 1923 | loss: 0.0310516 | val_loss: 0.0312321 | Time: 1071.82 ms
[2022-03-26 09:58:52 main:574] : INFO : Epoch 1924 | loss: 0.0310548 | val_loss: 0.0312304 | Time: 1134.3 ms
[2022-03-26 09:58:53 main:574] : INFO : Epoch 1925 | loss: 0.0310544 | val_loss: 0.0312377 | Time: 1211.22 ms
[2022-03-26 09:58:54 main:574] : INFO : Epoch 1926 | loss: 0.0310507 | val_loss: 0.0312506 | Time: 1211.85 ms
[2022-03-26 09:58:55 main:574] : INFO : Epoch 1927 | loss: 0.0310794 | val_loss: 0.0312232 | Time: 1150.16 ms
[2022-03-26 09:58:56 main:574] : INFO : Epoch 1928 | loss: 0.0310641 | val_loss: 0.0312603 | Time: 1195.58 ms
[2022-03-26 09:58:58 main:574] : INFO : Epoch 1929 | loss: 0.031059 | val_loss: 0.0312498 | Time: 1164.24 ms
[2022-03-26 09:58:59 main:574] : INFO : Epoch 1930 | loss: 0.031054 | val_loss: 0.0312391 | Time: 1158.53 ms
[2022-03-26 09:59:00 main:574] : INFO : Epoch 1931 | loss: 0.0310537 | val_loss: 0.0312518 | Time: 1170.42 ms
[2022-03-26 09:59:01 main:574] : INFO : Epoch 1932 | loss: 0.0310522 | val_loss: 0.0312489 | Time: 1159.55 ms
[2022-03-26 09:59:02 main:574] : INFO : Epoch 1933 | loss: 0.031056 | val_loss: 0.0312418 | Time: 1143.74 ms
[2022-03-26 09:59:03 main:574] : INFO : Epoch 1934 | loss: 0.0310576 | val_loss: 0.0312518 | Time: 1163.66 ms
[2022-03-26 09:59:05 main:574] : INFO : Epoch 1935 | loss: 0.0310516 | val_loss: 0.0312369 | Time: 1151.5 ms
[2022-03-26 09:59:06 main:574] : INFO : Epoch 1936 | loss: 0.0310495 | val_loss: 0.0312517 | Time: 1155.69 ms
[2022-03-26 09:59:07 main:574] : INFO : Epoch 1937 | loss: 0.0310577 | val_loss: 0.0312252 | Time: 1112.38 ms
[2022-03-26 09:59:08 main:574] : INFO : Epoch 1938 | loss: 0.031052 | val_loss: 0.0312693 | Time: 1137.71 ms
[2022-03-26 09:59:09 main:574] : INFO : Epoch 1939 | loss: 0.0310505 | val_loss: 0.0312599 | Time: 1145.13 ms
[2022-03-26 09:59:10 main:574] : INFO : Epoch 1940 | loss: 0.0310531 | val_loss: 0.031256 | Time: 1141.19 ms
[2022-03-26 09:59:11 main:574] : INFO : Epoch 1941 | loss: 0.0310516 | val_loss: 0.0312626 | Time: 1143.09 ms
[2022-03-26 09:59:12 main:574] : INFO : Epoch 1942 | loss: 0.031055 | val_loss: 0.0312443 | Time: 1120.11 ms
[2022-03-26 09:59:14 main:574] : INFO : Epoch 1943 | loss: 0.0310571 | val_loss: 0.0312345 | Time: 1176.82 ms
[2022-03-26 09:59:15 main:574] : INFO : Epoch 1944 | loss: 0.0310511 | val_loss: 0.0312424 | Time: 1159.53 ms
[2022-03-26 09:59:16 main:574] : INFO : Epoch 1945 | loss: 0.0310497 | val_loss: 0.0312514 | Time: 1212.12 ms
[2022-03-26 09:59:17 main:574] : INFO : Epoch 1946 | loss: 0.0310533 | val_loss: 0.0312657 | Time: 1177.55 ms
[2022-03-26 09:59:18 main:574] : INFO : Epoch 1947 | loss: 0.0310515 | val_loss: 0.0312604 | Time: 1190.5 ms
[2022-03-26 09:59:20 main:574] : INFO : Epoch 1948 | loss: 0.0310496 | val_loss: 0.0312374 | Time: 1168.08 ms
[2022-03-26 09:59:21 main:574] : INFO : Epoch 1949 | loss: 0.0310481 | val_loss: 0.0312562 | Time: 1202.49 ms
[2022-03-26 09:59:22 main:574] : INFO : Epoch 1950 | loss: 0.0310483 | val_loss: 0.0312511 | Time: 1180.68 ms
[2022-03-26 09:59:23 main:574] : INFO : Epoch 1951 | loss: 0.031049 | val_loss: 0.031242 | Time: 1176.64 ms
[2022-03-26 09:59:24 main:574] : INFO : Epoch 1952 | loss: 0.0310534 | val_loss: 0.0312454 | Time: 1197.67 ms
[2022-03-26 09:59:25 main:574] : INFO : Epoch 1953 | loss: 0.0310731 | val_loss: 0.0312227 | Time: 1089.46 ms
[2022-03-26 09:59:27 main:574] : INFO : Epoch 1954 | loss: 0.0310588 | val_loss: 0.0312573 | Time: 1142.02 ms
[2022-03-26 09:59:28 main:574] : INFO : Epoch 1955 | loss: 0.0310591 | val_loss: 0.0312672 | Time: 1115.06 ms
[2022-03-26 09:59:29 main:574] : INFO : Epoch 1956 | loss: 0.0310549 | val_loss: 0.0312335 | Time: 1183.7 ms
[2022-03-26 09:59:30 main:574] : INFO : Epoch 1957 | loss: 0.0310514 | val_loss: 0.0312339 | Time: 1171.67 ms
[2022-03-26 09:59:31 main:574] : INFO : Epoch 1958 | loss: 0.0310553 | val_loss: 0.0312461 | Time: 1158.22 ms
[2022-03-26 09:59:32 main:574] : INFO : Epoch 1959 | loss: 0.0310553 | val_loss: 0.0312415 | Time: 1178.14 ms
[2022-03-26 09:59:34 main:574] : INFO : Epoch 1960 | loss: 0.0310609 | val_loss: 0.0312374 | Time: 1191.39 ms
[2022-03-26 09:59:35 main:574] : INFO : Epoch 1961 | loss: 0.0310525 | val_loss: 0.0312408 | Time: 1137.38 ms
[2022-03-26 09:59:36 main:574] : INFO : Epoch 1962 | loss: 0.0310466 | val_loss: 0.0312434 | Time: 1166.82 ms
[2022-03-26 09:59:37 main:574] : INFO : Epoch 1963 | loss: 0.0310473 | val_loss: 0.0312607 | Time: 1187.29 ms
[2022-03-26 09:59:38 main:574] : INFO : Epoch 1964 | loss: 0.0310556 | val_loss: 0.0312228 | Time: 1183.56 ms
[2022-03-26 09:59:40 main:574] : INFO : Epoch 1965 | loss: 0.0310592 | val_loss: 0.031243 | Time: 1180.23 ms
[2022-03-26 09:59:41 main:574] : INFO : Epoch 1966 | loss: 0.0310713 | val_loss: 0.0312233 | Time: 1173.19 ms
[2022-03-26 09:59:42 main:574] : INFO : Epoch 1967 | loss: 0.031068 | val_loss: 0.031237 | Time: 1179.98 ms
[2022-03-26 09:59:43 main:574] : INFO : Epoch 1968 | loss: 0.0310542 | val_loss: 0.0312334 | Time: 1160.83 ms
[2022-03-26 09:59:44 main:574] : INFO : Epoch 1969 | loss: 0.031054 | val_loss: 0.0312543 | Time: 1105.68 ms
[2022-03-26 09:59:45 main:574] : INFO : Epoch 1970 | loss: 0.0310515 | val_loss: 0.0312388 | Time: 1132.33 ms
[2022-03-26 09:59:46 main:574] : INFO : Epoch 1971 | loss: 0.0310462 | val_loss: 0.0312487 | Time: 1124.99 ms
[2022-03-26 09:59:48 main:574] : INFO : Epoch 1972 | loss: 0.0310444 | val_loss: 0.031257 | Time: 1178.81 ms
[2022-03-26 09:59:49 main:574] : INFO : Epoch 1973 | loss: 0.0310433 | val_loss: 0.0312374 | Time: 1162.69 ms
[2022-03-26 09:59:50 main:574] : INFO : Epoch 1974 | loss: 0.0310458 | val_loss: 0.0312435 | Time: 1153.54 ms
[2022-03-26 09:59:51 main:574] : INFO : Epoch 1975 | loss: 0.0310508 | val_loss: 0.0312478 | Time: 1185.55 ms
[2022-03-26 09:59:52 main:574] : INFO : Epoch 1976 | loss: 0.0310473 | val_loss: 0.031252 | Time: 1113.7 ms
[2022-03-26 09:59:53 main:574] : INFO : Epoch 1977 | loss: 0.031044 | val_loss: 0.0312395 | Time: 1159.75 ms
[2022-03-26 09:59:55 main:574] : INFO : Epoch 1978 | loss: 0.0310452 | val_loss: 0.0312549 | Time: 1128.24 ms
[2022-03-26 09:59:56 main:574] : INFO : Epoch 1979 | loss: 0.0310457 | val_loss: 0.031249 | Time: 1189.86 ms
[2022-03-26 09:59:57 main:574] : INFO : Epoch 1980 | loss: 0.0310502 | val_loss: 0.0312466 | Time: 1135.72 ms
[2022-03-26 09:59:58 main:574] : INFO : Epoch 1981 | loss: 0.0310524 | val_loss: 0.0312208 | Time: 1175.75 ms
[2022-03-26 09:59:59 main:574] : INFO : Epoch 1982 | loss: 0.0310493 | val_loss: 0.0312569 | Time: 1149.58 ms
[2022-03-26 10:00:00 main:574] : INFO : Epoch 1983 | loss: 0.031047 | val_loss: 0.0312713 | Time: 1130.72 ms
[2022-03-26 10:00:01 main:574] : INFO : Epoch 1984 | loss: 0.0310542 | val_loss: 0.0312473 | Time: 1090.35 ms
[2022-03-26 10:00:03 main:574] : INFO : Epoch 1985 | loss: 0.0310563 | val_loss: 0.0312642 | Time: 1148.13 ms
[2022-03-26 10:00:04 main:574] : INFO : Epoch 1986 | loss: 0.0310525 | val_loss: 0.0312495 | Time: 1139.71 ms
[2022-03-26 10:00:05 main:574] : INFO : Epoch 1987 | loss: 0.0310519 | val_loss: 0.0312494 | Time: 1127.85 ms
[2022-03-26 10:00:06 main:574] : INFO : Epoch 1988 | loss: 0.0310508 | val_loss: 0.0312509 | Time: 1146.61 ms
[2022-03-26 10:00:07 main:574] : INFO : Epoch 1989 | loss: 0.031052 | val_loss: 0.0312419 | Time: 1201.93 ms
[2022-03-26 10:00:08 main:574] : INFO : Epoch 1990 | loss: 0.0310525 | val_loss: 0.0312498 | Time: 1122.67 ms
[2022-03-26 10:00:10 main:574] : INFO : Epoch 1991 | loss: 0.0310545 | val_loss: 0.0312542 | Time: 1155.91 ms
[2022-03-26 10:00:11 main:574] : INFO : Epoch 1992 | loss: 0.0310669 | val_loss: 0.0312646 | Time: 1182.53 ms
[2022-03-26 10:00:12 main:574] : INFO : Epoch 1993 | loss: 0.031053 | val_loss: 0.0312495 | Time: 1185.71 ms
[2022-03-26 10:00:13 main:574] : INFO : Epoch 1994 | loss: 0.0310479 | val_loss: 0.0312539 | Time: 1198.4 ms
[2022-03-26 10:00:14 main:574] : INFO : Epoch 1995 | loss: 0.0310446 | val_loss: 0.0312641 | Time: 1190.21 ms
[2022-03-26 10:00:16 main:574] : INFO : Epoch 1996 | loss: 0.0310422 | val_loss: 0.0312669 | Time: 1171.85 ms
[2022-03-26 10:00:17 main:574] : INFO : Epoch 1997 | loss: 0.0310467 | val_loss: 0.0312281 | Time: 1177.84 ms
[2022-03-26 10:00:18 main:574] : INFO : Epoch 1998 | loss: 0.0310531 | val_loss: 0.0312358 | Time: 1162.6 ms
[2022-03-26 10:00:19 main:574] : INFO : Epoch 1999 | loss: 0.0310553 | val_loss: 0.0312361 | Time: 1141.76 ms
[2022-03-26 10:00:20 main:574] : INFO : Epoch 2000 | loss: 0.0310623 | val_loss: 0.0312521 | Time: 1138.71 ms
[2022-03-26 10:00:21 main:574] : INFO : Epoch 2001 | loss: 0.0310534 | val_loss: 0.0312425 | Time: 1133.04 ms
[2022-03-26 10:00:22 main:574] : INFO : Epoch 2002 | loss: 0.0310477 | val_loss: 0.0312595 | Time: 1116 ms
[2022-03-26 10:00:24 main:574] : INFO : Epoch 2003 | loss: 0.0310453 | val_loss: 0.0312547 | Time: 1169.19 ms
[2022-03-26 10:00:25 main:574] : INFO : Epoch 2004 | loss: 0.0310432 | val_loss: 0.0312749 | Time: 1156.73 ms
[2022-03-26 10:00:26 main:574] : INFO : Epoch 2005 | loss: 0.031042 | val_loss: 0.0312664 | Time: 1185.5 ms
[2022-03-26 10:00:27 main:574] : INFO : Epoch 2006 | loss: 0.0310471 | val_loss: 0.0312573 | Time: 1173.26 ms
[2022-03-26 10:00:28 main:574] : INFO : Epoch 2007 | loss: 0.0310415 | val_loss: 0.0312587 | Time: 1192.1 ms
[2022-03-26 10:00:29 main:574] : INFO : Epoch 2008 | loss: 0.0310467 | val_loss: 0.0312464 | Time: 1157 ms
[2022-03-26 10:00:31 main:574] : INFO : Epoch 2009 | loss: 0.0310742 | val_loss: 0.0312212 | Time: 1157.97 ms
[2022-03-26 10:00:32 main:574] : INFO : Epoch 2010 | loss: 0.0310768 | val_loss: 0.0312651 | Time: 1150.77 ms
[2022-03-26 10:00:33 main:574] : INFO : Epoch 2011 | loss: 0.0310575 | val_loss: 0.0312484 | Time: 1163.81 ms
[2022-03-26 10:00:34 main:574] : INFO : Epoch 2012 | loss: 0.0310471 | val_loss: 0.03125 | Time: 1193.99 ms
[2022-03-26 10:00:35 main:574] : INFO : Epoch 2013 | loss: 0.031043 | val_loss: 0.0312775 | Time: 1161.52 ms
[2022-03-26 10:00:36 main:574] : INFO : Epoch 2014 | loss: 0.0310417 | val_loss: 0.0312525 | Time: 1131.59 ms
[2022-03-26 10:00:38 main:574] : INFO : Epoch 2015 | loss: 0.0310397 | val_loss: 0.0312631 | Time: 1119.91 ms
[2022-03-26 10:00:39 main:574] : INFO : Epoch 2016 | loss: 0.0310378 | val_loss: 0.0312705 | Time: 1098.26 ms
[2022-03-26 10:00:40 main:574] : INFO : Epoch 2017 | loss: 0.0310434 | val_loss: 0.0312314 | Time: 1085.23 ms
[2022-03-26 10:00:41 main:574] : INFO : Epoch 2018 | loss: 0.0310464 | val_loss: 0.0312603 | Time: 1130.62 ms
[2022-03-26 10:00:42 main:574] : INFO : Epoch 2019 | loss: 0.0310475 | val_loss: 0.0312631 | Time: 1162.43 ms
[2022-03-26 10:00:43 main:574] : INFO : Epoch 2020 | loss: 0.0310505 | val_loss: 0.0312475 | Time: 1152.43 ms
[2022-03-26 10:00:44 main:574] : INFO : Epoch 2021 | loss: 0.0310562 | val_loss: 0.0312332 | Time: 1163.69 ms
[2022-03-26 10:00:46 main:574] : INFO : Epoch 2022 | loss: 0.0310509 | val_loss: 0.0312407 | Time: 1164.65 ms
[2022-03-26 10:00:47 main:574] : INFO : Epoch 2023 | loss: 0.0310463 | val_loss: 0.0312422 | Time: 1159.33 ms
[2022-03-26 10:00:48 main:574] : INFO : Epoch 2024 | loss: 0.031045 | val_loss: 0.0312457 | Time: 1172.8 ms
[2022-03-26 10:00:49 main:574] : INFO : Epoch 2025 | loss: 0.0310484 | val_loss: 0.0312485 | Time: 1178.94 ms
[2022-03-26 10:00:50 main:574] : INFO : Epoch 2026 | loss: 0.0310451 | val_loss: 0.0312588 | Time: 1178.63 ms
[2022-03-26 10:00:51 main:574] : INFO : Epoch 2027 | loss: 0.031041 | val_loss: 0.0312373 | Time: 1126.55 ms
[2022-03-26 10:00:53 main:574] : INFO : Epoch 2028 | loss: 0.0310399 | val_loss: 0.0312737 | Time: 1229.74 ms
[2022-03-26 10:00:54 main:574] : INFO : Epoch 2029 | loss: 0.0310411 | val_loss: 0.0312732 | Time: 1172.7 ms
[2022-03-26 10:00:55 main:574] : INFO : Epoch 2030 | loss: 0.0310426 | val_loss: 0.0312486 | Time: 1121.62 ms
[2022-03-26 10:00:56 main:574] : INFO : Epoch 2031 | loss: 0.0310436 | val_loss: 0.0312661 | Time: 1142 ms
[2022-03-26 10:00:57 main:574] : INFO : Epoch 2032 | loss: 0.0310491 | val_loss: 0.0312486 | Time: 1118.82 ms
[2022-03-26 10:00:58 main:574] : INFO : Epoch 2033 | loss: 0.0310436 | val_loss: 0.0312672 | Time: 1164.15 ms
[2022-03-26 10:00:59 main:574] : INFO : Epoch 2034 | loss: 0.0310417 | val_loss: 0.0312523 | Time: 1165.9 ms
[2022-03-26 10:01:01 main:574] : INFO : Epoch 2035 | loss: 0.0310469 | val_loss: 0.0312701 | Time: 1160.22 ms
[2022-03-26 10:01:02 main:574] : INFO : Epoch 2036 | loss: 0.0310444 | val_loss: 0.0312409 | Time: 1133.65 ms
[2022-03-26 10:01:03 main:574] : INFO : Epoch 2037 | loss: 0.0310492 | val_loss: 0.031253 | Time: 1175.22 ms
[2022-03-26 10:01:04 main:574] : INFO : Epoch 2038 | loss: 0.0310486 | val_loss: 0.031238 | Time: 1197.74 ms
[2022-03-26 10:01:05 main:574] : INFO : Epoch 2039 | loss: 0.0310553 | val_loss: 0.0312482 | Time: 1154.13 ms
[2022-03-26 10:01:06 main:574] : INFO : Epoch 2040 | loss: 0.0310481 | val_loss: 0.0312429 | Time: 1163.69 ms
[2022-03-26 10:01:08 main:574] : INFO : Epoch 2041 | loss: 0.031044 | val_loss: 0.0312573 | Time: 1186.33 ms
[2022-03-26 10:01:09 main:574] : INFO : Epoch 2042 | loss: 0.0310446 | val_loss: 0.0312622 | Time: 1172.25 ms
[2022-03-26 10:01:10 main:574] : INFO : Epoch 2043 | loss: 0.031049 | val_loss: 0.0312503 | Time: 1141.61 ms
[2022-03-26 10:01:11 main:574] : INFO : Epoch 2044 | loss: 0.0310504 | val_loss: 0.0312689 | Time: 1151.23 ms
[2022-03-26 10:01:12 main:574] : INFO : Epoch 2045 | loss: 0.0310437 | val_loss: 0.031248 | Time: 1166.23 ms
[2022-03-26 10:01:13 main:574] : INFO : Epoch 2046 | loss: 0.0310383 | val_loss: 0.0312575 | Time: 1092.96 ms
[2022-03-26 10:01:15 main:574] : INFO : Epoch 2047 | loss: 0.0310489 | val_loss: 0.0312496 | Time: 1188.55 ms
[2022-03-26 10:01:16 main:574] : INFO : Epoch 2048 | loss: 0.0310422 | val_loss: 0.0312512 | Time: 1086.99 ms
[2022-03-26 10:01:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312512
[2022-03-26 10:01:16 main:603] : INFO : Saving end state to config to file
[2022-03-26 10:01:16 main:608] : INFO : Success, exiting..
10:01:16 (17980): 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)