Task 3849506
| Name | ParityModified-1611091708-10058-4_0 |
| Workunit | 2015654 |
| Created | 26 Jan 2021, 4:08:58 UTC |
| Sent | 26 Jan 2021, 4:09:20 UTC |
| Report deadline | 2 Feb 2021, 4:09:20 UTC |
| Received | 26 Jan 2021, 11:21:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 47 sec |
| CPU time | 1 hours 9 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 09:15 main:574] : INFO : Epoch 1722 | loss: 0.0312187 | val_loss: 0.0312181 | Time: 2074.92 ms [2021-01-26 10:09:17 main:574] : INFO : Epoch 1723 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 2085.55 ms [2021-01-26 10:09:19 main:574] : INFO : Epoch 1724 | loss: 0.0312175 | val_loss: 0.0312217 | Time: 2079.36 ms [2021-01-26 10:09:21 main:574] : INFO : Epoch 1725 | loss: 0.0312183 | val_loss: 0.0312182 | Time: 2076.25 ms [2021-01-26 10:09:23 main:574] : INFO : Epoch 1726 | loss: 0.0312189 | val_loss: 0.0312191 | Time: 2074.46 ms [2021-01-26 10:09:26 main:574] : INFO : Epoch 1727 | loss: 0.0312182 | val_loss: 0.0312172 | Time: 2075.15 ms [2021-01-26 10:09:28 main:574] : INFO : Epoch 1728 | loss: 0.0312169 | val_loss: 0.0312194 | Time: 2070.47 ms [2021-01-26 10:09:30 main:574] : INFO : Epoch 1729 | loss: 0.0312201 | val_loss: 0.0312177 | Time: 2082.33 ms [2021-01-26 10:09:32 main:574] : INFO : Epoch 1730 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 2076.15 ms [2021-01-26 10:09:34 main:574] : INFO : Epoch 1731 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 2079.95 ms [2021-01-26 10:09:36 main:574] : INFO : Epoch 1732 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 2076.06 ms [2021-01-26 10:09:38 main:574] : INFO : Epoch 1733 | loss: 0.0312163 | val_loss: 0.0312169 | Time: 2077.34 ms [2021-01-26 10:09:40 main:574] : INFO : Epoch 1734 | loss: 0.0312156 | val_loss: 0.0312205 | Time: 2072.68 ms [2021-01-26 10:09:42 main:574] : INFO : Epoch 1735 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 2075.94 ms [2021-01-26 10:09:44 main:574] : INFO : Epoch 1736 | loss: 0.031218 | val_loss: 0.031219 | Time: 2075.37 ms [2021-01-26 10:09:46 main:574] : INFO : Epoch 1737 | loss: 0.0312169 | val_loss: 0.0312179 | Time: 2083.96 ms [2021-01-26 10:09:49 main:574] : INFO : Epoch 1738 | loss: 0.0312159 | val_loss: 0.0312176 | Time: 2073.35 ms [2021-01-26 10:09:51 main:574] : INFO : Epoch 1739 | loss: 0.031218 | val_loss: 0.0312209 | Time: 2079.28 ms [2021-01-26 10:09:53 main:574] : INFO : Epoch 1740 | loss: 0.0312186 | val_loss: 0.0312185 | Time: 2067.79 ms [2021-01-26 10:09:55 main:574] : INFO : Epoch 1741 | loss: 0.0312174 | val_loss: 0.0312176 | Time: 2077.42 ms [2021-01-26 10:09:57 main:574] : INFO : Epoch 1742 | loss: 0.0312155 | val_loss: 0.0312178 | Time: 2075.97 ms [2021-01-26 10:09:59 main:574] : INFO : Epoch 1743 | loss: 0.0312166 | val_loss: 0.0312197 | Time: 2080.6 ms [2021-01-26 10:10:01 main:574] : INFO : Epoch 1744 | loss: 0.0312199 | val_loss: 0.0312177 | Time: 2079.83 ms [2021-01-26 10:10:03 main:574] : INFO : Epoch 1745 | loss: 0.0312192 | val_loss: 0.0312252 | Time: 2080.61 ms [2021-01-26 10:10:05 main:574] : INFO : Epoch 1746 | loss: 0.0312218 | val_loss: 0.0312184 | Time: 2069.84 ms [2021-01-26 10:10:07 main:574] : INFO : Epoch 1747 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 2076.26 ms [2021-01-26 10:10:09 main:574] : INFO : Epoch 1748 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 2080.47 ms [2021-01-26 10:10:11 main:574] : INFO : Epoch 1749 | loss: 0.0312163 | val_loss: 0.0312184 | Time: 2085.09 ms [2021-01-26 10:10:14 main:574] : INFO : Epoch 1750 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 2076.11 ms [2021-01-26 10:10:16 main:574] : INFO : Epoch 1751 | loss: 0.0312156 | val_loss: 0.0312169 | Time: 2078.19 ms [2021-01-26 10:10:18 main:574] : INFO : Epoch 1752 | loss: 0.0312164 | val_loss: 0.0312179 | Time: 2075.13 ms [2021-01-26 10:10:20 main:574] : INFO : Epoch 1753 | loss: 0.0312159 | val_loss: 0.031217 | Time: 2077.75 ms [2021-01-26 10:10:22 main:574] : INFO : Epoch 1754 | loss: 0.0312155 | val_loss: 0.0312167 | Time: 2080.91 ms [2021-01-26 10:10:24 main:574] : INFO : Epoch 1755 | loss: 0.0312155 | val_loss: 0.0312162 | Time: 2079.51 ms [2021-01-26 10:10:26 main:574] : INFO : Epoch 1756 | loss: 0.031215 | val_loss: 0.0312181 | Time: 2079.47 ms [2021-01-26 10:10:28 main:574] : INFO : Epoch 1757 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 2079.71 ms [2021-01-26 10:10:30 main:574] : INFO : Epoch 1758 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 2083.29 ms [2021-01-26 10:10:32 main:574] : INFO : Epoch 1759 | loss: 0.0312195 | val_loss: 0.0312186 | Time: 2072.91 ms [2021-01-26 10:10:34 main:574] : INFO : Epoch 1760 | loss: 0.0312193 | val_loss: 0.0312202 | Time: 2071.73 ms [2021-01-26 10:10:37 main:574] : INFO : Epoch 1761 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 2087.15 ms [2021-01-26 10:10:39 main:574] : INFO : Epoch 1762 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 2073.27 ms [2021-01-26 10:10:41 main:574] : INFO : Epoch 1763 | loss: 0.0312183 | val_loss: 0.0312174 | Time: 2084.27 ms [2021-01-26 10:10:43 main:574] : INFO : Epoch 1764 | loss: 0.031219 | val_loss: 0.0312178 | Time: 2080.05 ms [2021-01-26 10:10:45 main:574] : INFO : Epoch 1765 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 2079.36 ms [2021-01-26 10:10:47 main:574] : INFO : Epoch 1766 | loss: 0.0312178 | val_loss: 0.0312227 | Time: 2074.01 ms [2021-01-26 10:10:49 main:574] : INFO : Epoch 1767 | loss: 0.0312202 | val_loss: 0.0312241 | Time: 2077.92 ms [2021-01-26 10:10:51 main:574] : INFO : Epoch 1768 | loss: 0.0312175 | val_loss: 0.0312172 | Time: 2070.91 ms [2021-01-26 10:10:53 main:574] : INFO : Epoch 1769 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 2080.39 ms [2021-01-26 10:10:55 main:574] : INFO : Epoch 1770 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2075.76 ms [2021-01-26 10:10:57 main:574] : INFO : Epoch 1771 | loss: 0.0312168 | val_loss: 0.0312174 | Time: 2078.28 ms [2021-01-26 10:11:00 main:574] : INFO : Epoch 1772 | loss: 0.031216 | val_loss: 0.0312175 | Time: 2075.86 ms [2021-01-26 10:11:02 main:574] : INFO : Epoch 1773 | loss: 0.0312164 | val_loss: 0.0312169 | Time: 2085.51 ms [2021-01-26 10:11:04 main:574] : INFO : Epoch 1774 | loss: 0.0312165 | val_loss: 0.0312165 | Time: 2076.12 ms [2021-01-26 10:11:06 main:574] : INFO : Epoch 1775 | loss: 0.0312162 | val_loss: 0.0312165 | Time: 2084.82 ms [2021-01-26 10:11:08 main:574] : INFO : Epoch 1776 | loss: 0.0312161 | val_loss: 0.0312223 | Time: 2073.95 ms [2021-01-26 10:11:10 main:574] : INFO : Epoch 1777 | loss: 0.0312205 | val_loss: 0.0312209 | Time: 2074.96 ms [2021-01-26 10:11:12 main:574] : INFO : Epoch 1778 | loss: 0.0312178 | val_loss: 0.0312165 | Time: 2078.1 ms [2021-01-26 10:11:14 main:574] : INFO : Epoch 1779 | loss: 0.0312152 | val_loss: 0.0312204 | Time: 2075.99 ms [2021-01-26 10:11:16 main:574] : INFO : Epoch 1780 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 2080.46 ms [2021-01-26 10:11:18 main:574] : INFO : Epoch 1781 | loss: 0.031216 | val_loss: 0.0312172 | Time: 2078.62 ms [2021-01-26 10:11:20 main:574] : INFO : Epoch 1782 | loss: 0.031218 | val_loss: 0.03122 | Time: 2076.34 ms [2021-01-26 10:11:23 main:574] : INFO : Epoch 1783 | loss: 0.0312157 | val_loss: 0.0312195 | Time: 2072.64 ms [2021-01-26 10:11:25 main:574] : INFO : Epoch 1784 | loss: 0.0312178 | val_loss: 0.0312171 | Time: 2079.79 ms [2021-01-26 10:11:27 main:574] : INFO : Epoch 1785 | loss: 0.0312172 | val_loss: 0.0312175 | Time: 2078.23 ms [2021-01-26 10:11:29 main:574] : INFO : Epoch 1786 | loss: 0.0312171 | val_loss: 0.0312209 | Time: 2082.14 ms [2021-01-26 10:11:31 main:574] : INFO : Epoch 1787 | loss: 0.0312157 | val_loss: 0.0312188 | Time: 2078.3 ms [2021-01-26 10:11:33 main:574] : INFO : Epoch 1788 | loss: 0.0312151 | val_loss: 0.0312175 | Time: 2074.98 ms [2021-01-26 10:11:35 main:574] : INFO : Epoch 1789 | loss: 0.0312158 | val_loss: 0.0312223 | Time: 2074.83 ms [2021-01-26 10:11:37 main:574] : INFO : Epoch 1790 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 2077.38 ms [2021-01-26 10:11:39 main:574] : INFO : Epoch 1791 | loss: 0.031216 | val_loss: 0.0312168 | Time: 2082.18 ms [2021-01-26 10:11:41 main:574] : INFO : Epoch 1792 | loss: 0.0312142 | val_loss: 0.0312172 | Time: 2079.09 ms [2021-01-26 10:11:43 main:574] : INFO : Epoch 1793 | loss: 0.0312157 | val_loss: 0.0312241 | Time: 2075.09 ms [2021-01-26 10:11:46 main:574] : INFO : Epoch 1794 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 2080.62 ms [2021-01-26 10:11:48 main:574] : INFO : Epoch 1795 | loss: 0.0312151 | val_loss: 0.0312214 | Time: 2084.57 ms [2021-01-26 10:11:50 main:574] : INFO : Epoch 1796 | loss: 0.0312171 | val_loss: 0.0312182 | Time: 2076.57 ms [2021-01-26 10:11:52 main:574] : INFO : Epoch 1797 | loss: 0.0312172 | val_loss: 0.0312227 | Time: 2083.53 ms [2021-01-26 10:11:54 main:574] : INFO : Epoch 1798 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 2077.68 ms [2021-01-26 10:11:56 main:574] : INFO : Epoch 1799 | loss: 0.0312176 | val_loss: 0.0312227 | Time: 2078.77 ms [2021-01-26 10:11:58 main:574] : INFO : Epoch 1800 | loss: 0.0312189 | val_loss: 0.0312222 | Time: 2074.38 ms [2021-01-26 10:12:00 main:574] : INFO : Epoch 1801 | loss: 0.0312179 | val_loss: 0.0312194 | Time: 2077.68 ms [2021-01-26 10:12:02 main:574] : INFO : Epoch 1802 | loss: 0.031215 | val_loss: 0.0312174 | Time: 2081.07 ms [2021-01-26 10:12:04 main:574] : INFO : Epoch 1803 | loss: 0.0312143 | val_loss: 0.0312164 | Time: 2076.32 ms [2021-01-26 10:12:06 main:574] : INFO : Epoch 1804 | loss: 0.0312146 | val_loss: 0.0312169 | Time: 2085.02 ms [2021-01-26 10:12:08 main:574] : INFO : Epoch 1805 | loss: 0.0312169 | val_loss: 0.0312164 | Time: 2075.68 ms [2021-01-26 10:12:11 main:574] : INFO : Epoch 1806 | loss: 0.0312142 | val_loss: 0.0312166 | Time: 2083.53 ms [2021-01-26 10:12:13 main:574] : INFO : Epoch 1807 | loss: 0.0312141 | val_loss: 0.0312194 | Time: 2077.45 ms [2021-01-26 10:12:15 main:574] : INFO : Epoch 1808 | loss: 0.0312229 | val_loss: 0.0312271 | Time: 2077.59 ms [2021-01-26 10:12:17 main:574] : INFO : Epoch 1809 | loss: 0.0312307 | val_loss: 0.0312301 | Time: 2076.91 ms [2021-01-26 10:12:19 main:574] : INFO : Epoch 1810 | loss: 0.0312294 | val_loss: 0.0312286 | Time: 2080.86 ms [2021-01-26 10:12:21 main:574] : INFO : Epoch 1811 | loss: 0.0312304 | val_loss: 0.0312291 | Time: 2083.43 ms [2021-01-26 10:12:23 main:574] : INFO : Epoch 1812 | loss: 0.0312291 | val_loss: 0.0312294 | Time: 2081.78 ms [2021-01-26 10:12:25 main:574] : INFO : Epoch 1813 | loss: 0.0312266 | val_loss: 0.0312268 | Time: 2080.53 ms [2021-01-26 10:12:27 main:574] : INFO : Epoch 1814 | loss: 0.0312252 | val_loss: 0.0312252 | Time: 2083.1 ms [2021-01-26 10:12:29 main:574] : INFO : Epoch 1815 | loss: 0.0312253 | val_loss: 0.0312252 | Time: 2074.51 ms [2021-01-26 10:12:31 main:574] : INFO : Epoch 1816 | loss: 0.0312239 | val_loss: 0.0312253 | Time: 2073.99 ms [2021-01-26 10:12:34 main:574] : INFO : Epoch 1817 | loss: 0.0312246 | val_loss: 0.0312248 | Time: 2075.74 ms [2021-01-26 10:12:36 main:574] : INFO : Epoch 1818 | loss: 0.0312245 | val_loss: 0.0312248 | Time: 2074.2 ms [2021-01-26 10:12:38 main:574] : INFO : Epoch 1819 | loss: 0.0312234 | val_loss: 0.0312257 | Time: 2085.43 ms [2021-01-26 10:12:40 main:574] : INFO : Epoch 1820 | loss: 0.0312225 | val_loss: 0.0312246 | Time: 2088.16 ms [2021-01-26 10:12:42 main:574] : INFO : Epoch 1821 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 2077.53 ms [2021-01-26 10:12:44 main:574] : INFO : Epoch 1822 | loss: 0.0312236 | val_loss: 0.031224 | Time: 2082.45 ms [2021-01-26 10:12:46 main:574] : INFO : Epoch 1823 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 2080.08 ms [2021-01-26 10:12:48 main:574] : INFO : Epoch 1824 | loss: 0.0312225 | val_loss: 0.0312253 | Time: 2081.92 ms [2021-01-26 10:12:50 main:574] : INFO : Epoch 1825 | loss: 0.0312231 | val_loss: 0.0312236 | Time: 2074.88 ms [2021-01-26 10:12:52 main:574] : INFO : Epoch 1826 | loss: 0.0312238 | val_loss: 0.0312293 | Time: 2076.52 ms [2021-01-26 10:12:54 main:574] : INFO : Epoch 1827 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 2078.04 ms [2021-01-26 10:12:57 main:574] : INFO : Epoch 1828 | loss: 0.0312229 | val_loss: 0.0312264 | Time: 2076.93 ms [2021-01-26 10:12:59 main:574] : INFO : Epoch 1829 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 2077.07 ms [2021-01-26 10:13:01 main:574] : INFO : Epoch 1830 | loss: 0.0312217 | val_loss: 0.0312229 | Time: 2084.42 ms [2021-01-26 10:13:03 main:574] : INFO : Epoch 1831 | loss: 0.0312211 | val_loss: 0.0312253 | Time: 2083.25 ms [2021-01-26 10:13:05 main:574] : INFO : Epoch 1832 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 2079.89 ms [2021-01-26 10:13:07 main:574] : INFO : Epoch 1833 | loss: 0.0312211 | val_loss: 0.0312229 | Time: 2077.83 ms [2021-01-26 10:13:09 main:574] : INFO : Epoch 1834 | loss: 0.0312206 | val_loss: 0.0312233 | Time: 2082.16 ms [2021-01-26 10:13:11 main:574] : INFO : Epoch 1835 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 2082.58 ms [2021-01-26 10:13:13 main:574] : INFO : Epoch 1836 | loss: 0.0312224 | val_loss: 0.0312234 | Time: 2083.08 ms [2021-01-26 10:13:15 main:574] : INFO : Epoch 1837 | loss: 0.0312214 | val_loss: 0.0312236 | Time: 2077 ms [2021-01-26 10:13:17 main:574] : INFO : Epoch 1838 | loss: 0.0312216 | val_loss: 0.0312227 | Time: 2087.66 ms [2021-01-26 10:13:20 main:574] : INFO : Epoch 1839 | loss: 0.0312215 | val_loss: 0.0312225 | Time: 2080.06 ms [2021-01-26 10:13:22 main:574] : INFO : Epoch 1840 | loss: 0.031221 | val_loss: 0.0312226 | Time: 2083.85 ms [2021-01-26 10:13:24 main:574] : INFO : Epoch 1841 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 2076.78 ms [2021-01-26 10:13:26 main:574] : INFO : Epoch 1842 | loss: 0.0312223 | val_loss: 0.0312226 | Time: 2082.43 ms [2021-01-26 10:13:28 main:574] : INFO : Epoch 1843 | loss: 0.0312213 | val_loss: 0.0312231 | Time: 2075.17 ms [2021-01-26 10:13:30 main:574] : INFO : Epoch 1844 | loss: 0.0312216 | val_loss: 0.0312238 | Time: 2085.02 ms [2021-01-26 10:13:32 main:574] : INFO : Epoch 1845 | loss: 0.031222 | val_loss: 0.0312233 | Time: 2082.39 ms [2021-01-26 10:13:34 main:574] : INFO : Epoch 1846 | loss: 0.0312212 | val_loss: 0.0312217 | Time: 2077.67 ms [2021-01-26 10:13:36 main:574] : INFO : Epoch 1847 | loss: 0.0312224 | val_loss: 0.0312237 | Time: 2082.15 ms [2021-01-26 10:13:38 main:574] : INFO : Epoch 1848 | loss: 0.0312222 | val_loss: 0.0312236 | Time: 2077.94 ms [2021-01-26 10:13:40 main:574] : INFO : Epoch 1849 | loss: 0.0312212 | val_loss: 0.0312263 | Time: 2071.72 ms [2021-01-26 10:13:43 main:574] : INFO : Epoch 1850 | loss: 0.0312228 | val_loss: 0.0312223 | Time: 2085.16 ms [2021-01-26 10:13:45 main:574] : INFO : Epoch 1851 | loss: 0.0312216 | val_loss: 0.0312228 | Time: 2081.79 ms [2021-01-26 10:13:47 main:574] : INFO : Epoch 1852 | loss: 0.031221 | val_loss: 0.0312217 | Time: 2076.86 ms [2021-01-26 10:13:49 main:574] : INFO : Epoch 1853 | loss: 0.0312226 | val_loss: 0.0312218 | Time: 2079.24 ms [2021-01-26 10:13:51 main:574] : INFO : Epoch 1854 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 2081.9 ms [2021-01-26 10:13:53 main:574] : INFO : Epoch 1855 | loss: 0.0312217 | val_loss: 0.031221 | Time: 2079.2 ms [2021-01-26 10:13:55 main:574] : INFO : Epoch 1856 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 2078.64 ms [2021-01-26 10:13:57 main:574] : INFO : Epoch 1857 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 2085.17 ms [2021-01-26 10:13:59 main:574] : INFO : Epoch 1858 | loss: 0.03122 | val_loss: 0.0312216 | Time: 2077.18 ms [2021-01-26 10:14:01 main:574] : INFO : Epoch 1859 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 2078.56 ms [2021-01-26 10:14:03 main:574] : INFO : Epoch 1860 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 2082.18 ms [2021-01-26 10:14:06 main:574] : INFO : Epoch 1861 | loss: 0.0312212 | val_loss: 0.0312234 | Time: 2082.24 ms [2021-01-26 10:14:08 main:574] : INFO : Epoch 1862 | loss: 0.031222 | val_loss: 0.0312215 | Time: 2084.96 ms [2021-01-26 10:14:10 main:574] : INFO : Epoch 1863 | loss: 0.0312201 | val_loss: 0.0312222 | Time: 2077.06 ms [2021-01-26 10:14:12 main:574] : INFO : Epoch 1864 | loss: 0.0312195 | val_loss: 0.0312209 | Time: 2079.76 ms [2021-01-26 10:14:14 main:574] : INFO : Epoch 1865 | loss: 0.0312213 | val_loss: 0.0312223 | Time: 2072.59 ms [2021-01-26 10:14:16 main:574] : INFO : Epoch 1866 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 2080.2 ms [2021-01-26 10:14:18 main:574] : INFO : Epoch 1867 | loss: 0.03122 | val_loss: 0.031222 | Time: 2075.54 ms [2021-01-26 10:14:20 main:574] : INFO : Epoch 1868 | loss: 0.03122 | val_loss: 0.0312213 | Time: 2080.14 ms [2021-01-26 10:14:22 main:574] : INFO : Epoch 1869 | loss: 0.0312198 | val_loss: 0.0312234 | Time: 2074.96 ms [2021-01-26 10:14:24 main:574] : INFO : Epoch 1870 | loss: 0.0312199 | val_loss: 0.0312203 | Time: 2082.38 ms [2021-01-26 10:14:26 main:574] : INFO : Epoch 1871 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 2078.42 ms [2021-01-26 10:14:29 main:574] : INFO : Epoch 1872 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 2080.35 ms [2021-01-26 10:14:31 main:574] : INFO : Epoch 1873 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 2081.66 ms [2021-01-26 10:14:33 main:574] : INFO : Epoch 1874 | loss: 0.0312198 | val_loss: 0.0312276 | Time: 2081.73 ms [2021-01-26 10:14:35 main:574] : INFO : Epoch 1875 | loss: 0.0312215 | val_loss: 0.0312207 | Time: 2077.51 ms [2021-01-26 10:14:37 main:574] : INFO : Epoch 1876 | loss: 0.0312198 | val_loss: 0.0312209 | Time: 2094.21 ms [2021-01-26 10:14:39 main:574] : INFO : Epoch 1877 | loss: 0.0312196 | val_loss: 0.0312241 | Time: 2081.48 ms [2021-01-26 10:14:41 main:574] : INFO : Epoch 1878 | loss: 0.03122 | val_loss: 0.0312197 | Time: 2079.35 ms [2021-01-26 10:14:43 main:574] : INFO : Epoch 1879 | loss: 0.0312182 | val_loss: 0.0312245 | Time: 2078.34 ms [2021-01-26 10:14:45 main:574] : INFO : Epoch 1880 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 2080.24 ms [2021-01-26 10:14:47 main:574] : INFO : Epoch 1881 | loss: 0.0312186 | val_loss: 0.0312196 | Time: 2083.45 ms [2021-01-26 10:14:49 main:574] : INFO : Epoch 1882 | loss: 0.031218 | val_loss: 0.0312205 | Time: 2082.14 ms [2021-01-26 10:14:52 main:574] : INFO : Epoch 1883 | loss: 0.0312183 | val_loss: 0.0312209 | Time: 2072.62 ms [2021-01-26 10:14:54 main:574] : INFO : Epoch 1884 | loss: 0.0312173 | val_loss: 0.0312194 | Time: 2080.8 ms [2021-01-26 10:14:56 main:574] : INFO : Epoch 1885 | loss: 0.031217 | val_loss: 0.0312199 | Time: 2081.47 ms [2021-01-26 10:14:58 main:574] : INFO : Epoch 1886 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 2085.22 ms [2021-01-26 10:15:00 main:574] : INFO : Epoch 1887 | loss: 0.0312185 | val_loss: 0.0312193 | Time: 2074.85 ms [2021-01-26 10:15:02 main:574] : INFO : Epoch 1888 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 2082.45 ms [2021-01-26 10:15:04 main:574] : INFO : Epoch 1889 | loss: 0.0312167 | val_loss: 0.0312197 | Time: 2071.63 ms [2021-01-26 10:15:06 main:574] : INFO : Epoch 1890 | loss: 0.0312172 | val_loss: 0.0312209 | Time: 2079.57 ms [2021-01-26 10:15:08 main:574] : INFO : Epoch 1891 | loss: 0.0312168 | val_loss: 0.0312192 | Time: 2078.2 ms [2021-01-26 10:15:10 main:574] : INFO : Epoch 1892 | loss: 0.0312174 | val_loss: 0.0312217 | Time: 2122.77 ms [2021-01-26 10:15:13 main:574] : INFO : Epoch 1893 | loss: 0.0312182 | val_loss: 0.0312194 | Time: 2099.99 ms [2021-01-26 10:15:15 main:574] : INFO : Epoch 1894 | loss: 0.0312174 | val_loss: 0.0312201 | Time: 2100.73 ms [2021-01-26 10:15:17 main:574] : INFO : Epoch 1895 | loss: 0.0312175 | val_loss: 0.0312195 | Time: 2078.9 ms [2021-01-26 10:15:19 main:574] : INFO : Epoch 1896 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 2079.99 ms [2021-01-26 10:15:21 main:574] : INFO : Epoch 1897 | loss: 0.0312183 | val_loss: 0.0312187 | Time: 2080.78 ms [2021-01-26 10:15:23 main:574] : INFO : Epoch 1898 | loss: 0.0312178 | val_loss: 0.0312222 | Time: 2086.73 ms [2021-01-26 10:15:25 main:574] : INFO : Epoch 1899 | loss: 0.031219 | val_loss: 0.0312226 | Time: 2077.49 ms [2021-01-26 10:15:27 main:574] : INFO : Epoch 1900 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 2080.42 ms [2021-01-26 10:15:29 main:574] : INFO : Epoch 1901 | loss: 0.031219 | val_loss: 0.0312215 | Time: 2077.35 ms [2021-01-26 10:15:31 main:574] : INFO : Epoch 1902 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 2085.24 ms [2021-01-26 10:15:33 main:574] : INFO : Epoch 1903 | loss: 0.0312187 | val_loss: 0.0312214 | Time: 2079.13 ms [2021-01-26 10:15:36 main:574] : INFO : Epoch 1904 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 2274.58 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 11:08:48 main:435] : INFO : Set logging level to 1 [2021-01-26 11:08:48 main:441] : INFO : Running in BOINC Client mode [2021-01-26 11:08:48 main:444] : INFO : Resolving all filenames [2021-01-26 11:08:48 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 11:08:48 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091708-10058-4_0_r1346175048_1 (exists = 1) [2021-01-26 11:08:48 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091708-10058-4_0_r1346175048_0 (exists = 0) [2021-01-26 11:08:48 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091708-10058-4 (exists = 1) [2021-01-26 11:08:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 11:08:48 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 11:08:48 main:474] : INFO : Configuration: [2021-01-26 11:08:48 main:475] : INFO : Model type: GRU [2021-01-26 11:08:48 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 11:08:48 main:477] : INFO : Max Epochs: 2048 [2021-01-26 11:08:48 main:478] : INFO : Batch Size: 128 [2021-01-26 11:08:48 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 11:08:48 main:480] : INFO : Patience: 10 [2021-01-26 11:08:48 main:481] : INFO : Hidden Width: 12 [2021-01-26 11:08:48 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 11:08:48 main:483] : INFO : # Backend Layers: 4 [2021-01-26 11:08:48 main:484] : INFO : # Threads: 1 [2021-01-26 11:08:48 main:486] : INFO : Preparing Dataset [2021-01-26 11:08:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:08:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:08:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 11:08:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:08:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:08:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 11:08:50 main:494] : INFO : Creating Model [2021-01-26 11:08:50 main:507] : INFO : Preparing config file [2021-01-26 11:08:50 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 11:08:50 main:512] : INFO : Loading config [2021-01-26 11:08:50 main:514] : INFO : Loading state [2021-01-26 11:08:51 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 11:08:51 main:562] : INFO : Starting Training [2021-01-26 11:08:53 main:574] : INFO : Epoch 1850 | loss: 0.0312445 | val_loss: 0.0312379 | Time: 2352.9 ms [2021-01-26 11:08:55 main:574] : INFO : Epoch 1851 | loss: 0.0312269 | val_loss: 0.0312249 | Time: 1994.38 ms [2021-01-26 11:08:57 main:574] : INFO : Epoch 1852 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 2006.8 ms [2021-01-26 11:09:00 main:574] : INFO : Epoch 1853 | loss: 0.031223 | val_loss: 0.0312235 | Time: 2029.81 ms [2021-01-26 11:09:02 main:574] : INFO : Epoch 1854 | loss: 0.0312248 | val_loss: 0.0312249 | Time: 2031.28 ms [2021-01-26 11:09:04 main:574] : INFO : Epoch 1855 | loss: 0.0312265 | val_loss: 0.0312269 | Time: 2029.37 ms [2021-01-26 11:09:06 main:574] : INFO : Epoch 1856 | loss: 0.0312273 | val_loss: 0.0312272 | Time: 2035.65 ms [2021-01-26 11:09:08 main:574] : INFO : Epoch 1857 | loss: 0.0312267 | val_loss: 0.0312309 | Time: 2041.58 ms [2021-01-26 11:09:10 main:574] : INFO : Epoch 1858 | loss: 0.0312319 | val_loss: 0.0312347 | Time: 2043.61 ms [2021-01-26 11:09:12 main:574] : INFO : Epoch 1859 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 2040.97 ms [2021-01-26 11:09:14 main:574] : INFO : Epoch 1860 | loss: 0.031234 | val_loss: 0.031237 | Time: 2044.5 ms [2021-01-26 11:09:16 main:574] : INFO : Epoch 1861 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 2042.3 ms [2021-01-26 11:09:18 main:574] : INFO : Epoch 1862 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 2037.51 ms [2021-01-26 11:09:20 main:574] : INFO : Epoch 1863 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 2043.41 ms [2021-01-26 11:09:22 main:574] : INFO : Epoch 1864 | loss: 0.0312309 | val_loss: 0.0312323 | Time: 2046.47 ms [2021-01-26 11:09:24 main:574] : INFO : Epoch 1865 | loss: 0.0312305 | val_loss: 0.0312316 | Time: 2045 ms [2021-01-26 11:09:26 main:574] : INFO : Epoch 1866 | loss: 0.0312289 | val_loss: 0.0312313 | Time: 2041.31 ms [2021-01-26 11:09:28 main:574] : INFO : Epoch 1867 | loss: 0.0312286 | val_loss: 0.0312323 | Time: 2043.16 ms [2021-01-26 11:09:30 main:574] : INFO : Epoch 1868 | loss: 0.0312288 | val_loss: 0.0312327 | Time: 2047.46 ms [2021-01-26 11:09:32 main:574] : INFO : Epoch 1869 | loss: 0.0312297 | val_loss: 0.0312301 | Time: 2040.48 ms [2021-01-26 11:09:34 main:574] : INFO : Epoch 1870 | loss: 0.0312275 | val_loss: 0.0312288 | Time: 2048.54 ms [2021-01-26 11:09:36 main:574] : INFO : Epoch 1871 | loss: 0.031226 | val_loss: 0.0312295 | Time: 2043.07 ms [2021-01-26 11:09:38 main:574] : INFO : Epoch 1872 | loss: 0.0312265 | val_loss: 0.0312277 | Time: 2050.61 ms [2021-01-26 11:09:41 main:574] : INFO : Epoch 1873 | loss: 0.0312278 | val_loss: 0.0312321 | Time: 2049.19 ms [2021-01-26 11:09:43 main:574] : INFO : Epoch 1874 | loss: 0.031227 | val_loss: 0.0312293 | Time: 2041.39 ms [2021-01-26 11:09:45 main:574] : INFO : Epoch 1875 | loss: 0.031226 | val_loss: 0.0312235 | Time: 2041.63 ms [2021-01-26 11:09:47 main:574] : INFO : Epoch 1876 | loss: 0.0312262 | val_loss: 0.0312292 | Time: 2043.35 ms [2021-01-26 11:09:49 main:574] : INFO : Epoch 1877 | loss: 0.031227 | val_loss: 0.0312287 | Time: 2061.19 ms [2021-01-26 11:09:51 main:574] : INFO : Epoch 1878 | loss: 0.0312266 | val_loss: 0.031222 | Time: 2066.26 ms [2021-01-26 11:09:53 main:574] : INFO : Epoch 1879 | loss: 0.0312228 | val_loss: 0.031222 | Time: 2045.85 ms [2021-01-26 11:09:55 main:574] : INFO : Epoch 1880 | loss: 0.0312232 | val_loss: 0.0312207 | Time: 2044.38 ms [2021-01-26 11:09:57 main:574] : INFO : Epoch 1881 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 2041.24 ms [2021-01-26 11:09:59 main:574] : INFO : Epoch 1882 | loss: 0.031221 | val_loss: 0.0312207 | Time: 2049.03 ms [2021-01-26 11:10:01 main:574] : INFO : Epoch 1883 | loss: 0.0312203 | val_loss: 0.0312192 | Time: 2048.39 ms [2021-01-26 11:10:03 main:574] : INFO : Epoch 1884 | loss: 0.0312209 | val_loss: 0.0312217 | Time: 2040.69 ms [2021-01-26 11:10:05 main:574] : INFO : Epoch 1885 | loss: 0.0312206 | val_loss: 0.0312191 | Time: 2042.54 ms [2021-01-26 11:10:07 main:574] : INFO : Epoch 1886 | loss: 0.031222 | val_loss: 0.0312279 | Time: 2046.19 ms [2021-01-26 11:10:09 main:574] : INFO : Epoch 1887 | loss: 0.0312241 | val_loss: 0.0312235 | Time: 2045.86 ms [2021-01-26 11:10:11 main:574] : INFO : Epoch 1888 | loss: 0.0312216 | val_loss: 0.0312203 | Time: 2045.06 ms [2021-01-26 11:10:13 main:574] : INFO : Epoch 1889 | loss: 0.0312245 | val_loss: 0.0312306 | Time: 2042.56 ms [2021-01-26 11:10:16 main:574] : INFO : Epoch 1890 | loss: 0.0312309 | val_loss: 0.0312289 | Time: 2048.77 ms [2021-01-26 11:10:18 main:574] : INFO : Epoch 1891 | loss: 0.0312311 | val_loss: 0.0312336 | Time: 2058.23 ms [2021-01-26 11:10:20 main:574] : INFO : Epoch 1892 | loss: 0.0312268 | val_loss: 0.0312282 | Time: 2042.56 ms [2021-01-26 11:10:22 main:574] : INFO : Epoch 1893 | loss: 0.0312253 | val_loss: 0.0312271 | Time: 2044.33 ms [2021-01-26 11:10:24 main:574] : INFO : Epoch 1894 | loss: 0.0312231 | val_loss: 0.0312261 | Time: 2049.11 ms [2021-01-26 11:10:26 main:574] : INFO : Epoch 1895 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 2046.52 ms [2021-01-26 11:10:28 main:574] : INFO : Epoch 1896 | loss: 0.0312225 | val_loss: 0.0312246 | Time: 2041.87 ms [2021-01-26 11:10:30 main:574] : INFO : Epoch 1897 | loss: 0.0312234 | val_loss: 0.0312253 | Time: 2046.32 ms [2021-01-26 11:10:32 main:574] : INFO : Epoch 1898 | loss: 0.0312215 | val_loss: 0.0312226 | Time: 2047.44 ms [2021-01-26 11:10:34 main:574] : INFO : Epoch 1899 | loss: 0.0312206 | val_loss: 0.0312225 | Time: 2042.67 ms [2021-01-26 11:10:36 main:574] : INFO : Epoch 1900 | loss: 0.0312202 | val_loss: 0.0312251 | Time: 2050.31 ms [2021-01-26 11:10:38 main:574] : INFO : Epoch 1901 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 2048.67 ms [2021-01-26 11:10:40 main:574] : INFO : Epoch 1902 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 2046.22 ms [2021-01-26 11:10:42 main:574] : INFO : Epoch 1903 | loss: 0.0312199 | val_loss: 0.0312241 | Time: 2046.33 ms [2021-01-26 11:10:44 main:574] : INFO : Epoch 1904 | loss: 0.0312203 | val_loss: 0.0312216 | Time: 2042.83 ms [2021-01-26 11:10:46 main:574] : INFO : Epoch 1905 | loss: 0.0312202 | val_loss: 0.0312215 | Time: 2049.61 ms [2021-01-26 11:10:48 main:574] : INFO : Epoch 1906 | loss: 0.03122 | val_loss: 0.0312241 | Time: 2040.76 ms [2021-01-26 11:10:51 main:574] : INFO : Epoch 1907 | loss: 0.0312193 | val_loss: 0.0312227 | Time: 2094.42 ms [2021-01-26 11:10:53 main:574] : INFO : Epoch 1908 | loss: 0.0312192 | val_loss: 0.0312221 | Time: 2079.69 ms [2021-01-26 11:10:55 main:574] : INFO : Epoch 1909 | loss: 0.0312192 | val_loss: 0.031221 | Time: 2083.37 ms [2021-01-26 11:10:57 main:574] : INFO : Epoch 1910 | loss: 0.0312197 | val_loss: 0.0312226 | Time: 2077.38 ms [2021-01-26 11:10:59 main:574] : INFO : Epoch 1911 | loss: 0.0312197 | val_loss: 0.0312276 | Time: 2079.18 ms [2021-01-26 11:11:01 main:574] : INFO : Epoch 1912 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 2079.13 ms [2021-01-26 11:11:03 main:574] : INFO : Epoch 1913 | loss: 0.0312187 | val_loss: 0.0312218 | Time: 2077.83 ms [2021-01-26 11:11:05 main:574] : INFO : Epoch 1914 | loss: 0.0312197 | val_loss: 0.0312246 | Time: 2077.41 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 11:14:06 main:435] : INFO : Set logging level to 1 [2021-01-26 11:14:06 main:441] : INFO : Running in BOINC Client mode [2021-01-26 11:14:06 main:444] : INFO : Resolving all filenames [2021-01-26 11:14:06 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 11:14:06 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091708-10058-4_0_r1346175048_1 (exists = 1) [2021-01-26 11:14:06 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091708-10058-4_0_r1346175048_0 (exists = 0) [2021-01-26 11:14:06 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091708-10058-4 (exists = 1) [2021-01-26 11:14:06 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 11:14:06 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 11:14:06 main:474] : INFO : Configuration: [2021-01-26 11:14:06 main:475] : INFO : Model type: GRU [2021-01-26 11:14:06 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 11:14:06 main:477] : INFO : Max Epochs: 2048 [2021-01-26 11:14:06 main:478] : INFO : Batch Size: 128 [2021-01-26 11:14:06 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 11:14:06 main:480] : INFO : Patience: 10 [2021-01-26 11:14:06 main:481] : INFO : Hidden Width: 12 [2021-01-26 11:14:06 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 11:14:06 main:483] : INFO : # Backend Layers: 4 [2021-01-26 11:14:06 main:484] : INFO : # Threads: 1 [2021-01-26 11:14:06 main:486] : INFO : Preparing Dataset [2021-01-26 11:14:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:14:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:14:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 11:14:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:14:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 11:14:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 11:14:09 main:494] : INFO : Creating Model [2021-01-26 11:14:09 main:507] : INFO : Preparing config file [2021-01-26 11:14:09 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 11:14:09 main:512] : INFO : Loading config [2021-01-26 11:14:09 main:514] : INFO : Loading state [2021-01-26 11:14:09 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 11:14:09 main:562] : INFO : Starting Training [2021-01-26 11:14:12 main:574] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.031234 | Time: 2356.67 ms [2021-01-26 11:14:14 main:574] : INFO : Epoch 1851 | loss: 0.0312304 | val_loss: 0.0312249 | Time: 1997.25 ms [2021-01-26 11:14:16 main:574] : INFO : Epoch 1852 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 2007.53 ms [2021-01-26 11:14:18 main:574] : INFO : Epoch 1853 | loss: 0.0312258 | val_loss: 0.0312235 | Time: 2017.37 ms [2021-01-26 11:14:20 main:574] : INFO : Epoch 1854 | loss: 0.0312267 | val_loss: 0.0312263 | Time: 2024.66 ms [2021-01-26 11:14:22 main:574] : INFO : Epoch 1855 | loss: 0.031228 | val_loss: 0.031227 | Time: 2030.49 ms [2021-01-26 11:14:24 main:574] : INFO : Epoch 1856 | loss: 0.0312268 | val_loss: 0.031231 | Time: 2026.61 ms [2021-01-26 11:14:26 main:574] : INFO : Epoch 1857 | loss: 0.0312254 | val_loss: 0.0312305 | Time: 2037.79 ms [2021-01-26 11:14:28 main:574] : INFO : Epoch 1858 | loss: 0.0312299 | val_loss: 0.0312329 | Time: 2035.09 ms [2021-01-26 11:14:30 main:574] : INFO : Epoch 1859 | loss: 0.0312318 | val_loss: 0.0312322 | Time: 2038.07 ms [2021-01-26 11:14:32 main:574] : INFO : Epoch 1860 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 2035.48 ms [2021-01-26 11:14:34 main:574] : INFO : Epoch 1861 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 2042.67 ms [2021-01-26 11:14:36 main:574] : INFO : Epoch 1862 | loss: 0.0312271 | val_loss: 0.0312291 | Time: 2054.37 ms [2021-01-26 11:14:38 main:574] : INFO : Epoch 1863 | loss: 0.0312274 | val_loss: 0.0312274 | Time: 2053.32 ms [2021-01-26 11:14:40 main:574] : INFO : Epoch 1864 | loss: 0.031226 | val_loss: 0.0312275 | Time: 2040.53 ms [2021-01-26 11:14:42 main:574] : INFO : Epoch 1865 | loss: 0.0312264 | val_loss: 0.0312259 | Time: 2039.69 ms [2021-01-26 11:14:44 main:574] : INFO : Epoch 1866 | loss: 0.0312261 | val_loss: 0.0312276 | Time: 2039.81 ms [2021-01-26 11:14:46 main:574] : INFO : Epoch 1867 | loss: 0.0312264 | val_loss: 0.0312271 | Time: 2038.55 ms [2021-01-26 11:14:48 main:574] : INFO : Epoch 1868 | loss: 0.0312266 | val_loss: 0.0312303 | Time: 2042.01 ms [2021-01-26 11:14:50 main:574] : INFO : Epoch 1869 | loss: 0.0312294 | val_loss: 0.0312277 | Time: 2034.32 ms [2021-01-26 11:14:52 main:574] : INFO : Epoch 1870 | loss: 0.0312293 | val_loss: 0.0312297 | Time: 2041.42 ms [2021-01-26 11:14:55 main:574] : INFO : Epoch 1871 | loss: 0.0312284 | val_loss: 0.0312263 | Time: 2043.31 ms [2021-01-26 11:14:57 main:574] : INFO : Epoch 1872 | loss: 0.0312296 | val_loss: 0.0312276 | Time: 2040.95 ms [2021-01-26 11:14:59 main:574] : INFO : Epoch 1873 | loss: 0.0312268 | val_loss: 0.0312266 | Time: 2040.5 ms [2021-01-26 11:15:01 main:574] : INFO : Epoch 1874 | loss: 0.0312271 | val_loss: 0.0312272 | Time: 2043.62 ms [2021-01-26 11:15:03 main:574] : INFO : Epoch 1875 | loss: 0.0312266 | val_loss: 0.0312257 | Time: 2047.03 ms [2021-01-26 11:15:05 main:574] : INFO : Epoch 1876 | loss: 0.0312265 | val_loss: 0.0312253 | Time: 2040.19 ms [2021-01-26 11:15:07 main:574] : INFO : Epoch 1877 | loss: 0.0312263 | val_loss: 0.0312252 | Time: 2047.54 ms [2021-01-26 11:15:09 main:574] : INFO : Epoch 1878 | loss: 0.031225 | val_loss: 0.0312255 | Time: 2064.9 ms [2021-01-26 11:15:11 main:574] : INFO : Epoch 1879 | loss: 0.0312248 | val_loss: 0.0312251 | Time: 2071.92 ms [2021-01-26 11:15:13 main:574] : INFO : Epoch 1880 | loss: 0.0312244 | val_loss: 0.0312255 | Time: 2068.08 ms [2021-01-26 11:15:15 main:574] : INFO : Epoch 1881 | loss: 0.0312249 | val_loss: 0.0312252 | Time: 2041.43 ms [2021-01-26 11:15:17 main:574] : INFO : Epoch 1882 | loss: 0.0312245 | val_loss: 0.0312245 | Time: 2042.42 ms [2021-01-26 11:15:19 main:574] : INFO : Epoch 1883 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 2042.55 ms [2021-01-26 11:15:21 main:574] : INFO : Epoch 1884 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 2044.22 ms [2021-01-26 11:15:23 main:574] : INFO : Epoch 1885 | loss: 0.0312228 | val_loss: 0.0312242 | Time: 2043.71 ms [2021-01-26 11:15:25 main:574] : INFO : Epoch 1886 | loss: 0.031223 | val_loss: 0.0312246 | Time: 2043.3 ms [2021-01-26 11:15:27 main:574] : INFO : Epoch 1887 | loss: 0.031223 | val_loss: 0.0312266 | Time: 2040.47 ms [2021-01-26 11:15:30 main:574] : INFO : Epoch 1888 | loss: 0.0312229 | val_loss: 0.0312284 | Time: 2041.99 ms [2021-01-26 11:15:32 main:574] : INFO : Epoch 1889 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 2048.76 ms [2021-01-26 11:15:34 main:574] : INFO : Epoch 1890 | loss: 0.0312226 | val_loss: 0.0312233 | Time: 2046.73 ms [2021-01-26 11:15:36 main:574] : INFO : Epoch 1891 | loss: 0.0312217 | val_loss: 0.0312234 | Time: 2038.05 ms [2021-01-26 11:15:38 main:574] : INFO : Epoch 1892 | loss: 0.0312222 | val_loss: 0.0312235 | Time: 2042.07 ms [2021-01-26 11:15:40 main:574] : INFO : Epoch 1893 | loss: 0.0312223 | val_loss: 0.0312242 | Time: 2045.55 ms [2021-01-26 11:15:42 main:574] : INFO : Epoch 1894 | loss: 0.0312215 | val_loss: 0.0312234 | Time: 2043.19 ms [2021-01-26 11:15:44 main:574] : INFO : Epoch 1895 | loss: 0.0312235 | val_loss: 0.0312244 | Time: 2041.4 ms [2021-01-26 11:15:46 main:574] : INFO : Epoch 1896 | loss: 0.031223 | val_loss: 0.0312245 | Time: 2037.5 ms [2021-01-26 11:15:48 main:574] : INFO : Epoch 1897 | loss: 0.0312227 | val_loss: 0.0312235 | Time: 2042.81 ms [2021-01-26 11:15:50 main:574] : INFO : Epoch 1898 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 2043.03 ms [2021-01-26 11:15:52 main:574] : INFO : Epoch 1899 | loss: 0.0312282 | val_loss: 0.0312323 | Time: 2043.43 ms [2021-01-26 11:15:54 main:574] : INFO : Epoch 1900 | loss: 0.0312334 | val_loss: 0.0312359 | Time: 2044.24 ms [2021-01-26 11:15:56 main:574] : INFO : Epoch 1901 | loss: 0.0312296 | val_loss: 0.0312293 | Time: 2050.45 ms [2021-01-26 11:15:58 main:574] : INFO : Epoch 1902 | loss: 0.0312297 | val_loss: 0.0312375 | Time: 2034.77 ms [2021-01-26 11:16:00 main:574] : INFO : Epoch 1903 | loss: 0.0312277 | val_loss: 0.0312252 | Time: 2044.59 ms [2021-01-26 11:16:02 main:574] : INFO : Epoch 1904 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 2037.96 ms [2021-01-26 11:16:04 main:574] : INFO : Epoch 1905 | loss: 0.0312231 | val_loss: 0.0312234 | Time: 2040.48 ms [2021-01-26 11:16:06 main:574] : INFO : Epoch 1906 | loss: 0.0312231 | val_loss: 0.0312254 | Time: 2037.54 ms [2021-01-26 11:16:09 main:574] : INFO : Epoch 1907 | loss: 0.0312236 | val_loss: 0.0312238 | Time: 2105.89 ms [2021-01-26 11:16:11 main:574] : INFO : Epoch 1908 | loss: 0.0312234 | val_loss: 0.0312263 | Time: 2079.55 ms [2021-01-26 11:16:13 main:574] : INFO : Epoch 1909 | loss: 0.0312227 | val_loss: 0.0312238 | Time: 2077.9 ms [2021-01-26 11:16:15 main:574] : INFO : Epoch 1910 | loss: 0.0312217 | val_loss: 0.0312235 | Time: 2075.96 ms [2021-01-26 11:16:17 main:574] : INFO : Epoch 1911 | loss: 0.0312218 | val_loss: 0.0312234 | Time: 2070.34 ms [2021-01-26 11:16:19 main:574] : INFO : Epoch 1912 | loss: 0.0312222 | val_loss: 0.0312243 | Time: 2078.33 ms [2021-01-26 11:16:21 main:574] : INFO : Epoch 1913 | loss: 0.0312214 | val_loss: 0.0312223 | Time: 2070.14 ms [2021-01-26 11:16:23 main:574] : INFO : Epoch 1914 | loss: 0.0312215 | val_loss: 0.0312235 | Time: 2072.59 ms [2021-01-26 11:16:25 main:574] : INFO : Epoch 1915 | loss: 0.0312207 | val_loss: 0.0312229 | Time: 2067.99 ms [2021-01-26 11:16:27 main:574] : INFO : Epoch 1916 | loss: 0.0312214 | val_loss: 0.0312221 | Time: 2074.75 ms [2021-01-26 11:16:29 main:574] : INFO : Epoch 1917 | loss: 0.0312216 | val_loss: 0.0312296 | Time: 2078.81 ms [2021-01-26 11:16:32 main:574] : INFO : Epoch 1918 | loss: 0.0312211 | val_loss: 0.0312219 | Time: 2076.46 ms [2021-01-26 11:16:34 main:574] : INFO : Epoch 1919 | loss: 0.0312208 | val_loss: 0.0312216 | Time: 2072.61 ms [2021-01-26 11:16:36 main:574] : INFO : Epoch 1920 | loss: 0.0312205 | val_loss: 0.0312216 | Time: 2074.51 ms [2021-01-26 11:16:38 main:574] : INFO : Epoch 1921 | loss: 0.0312221 | val_loss: 0.0312242 | Time: 2078.7 ms [2021-01-26 11:16:40 main:574] : INFO : Epoch 1922 | loss: 0.0312217 | val_loss: 0.0312223 | Time: 2074.47 ms [2021-01-26 11:16:42 main:574] : INFO : Epoch 1923 | loss: 0.03122 | val_loss: 0.0312233 | Time: 2069.82 ms [2021-01-26 11:16:44 main:574] : INFO : Epoch 1924 | loss: 0.0312203 | val_loss: 0.0312215 | Time: 2076.63 ms [2021-01-26 11:16:46 main:574] : INFO : Epoch 1925 | loss: 0.0312227 | val_loss: 0.0312215 | Time: 2074.43 ms [2021-01-26 11:16:48 main:574] : INFO : Epoch 1926 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 2072.09 ms [2021-01-26 11:16:50 main:574] : INFO : Epoch 1927 | loss: 0.0312203 | val_loss: 0.0312212 | Time: 2077.03 ms [2021-01-26 11:16:52 main:574] : INFO : Epoch 1928 | loss: 0.0312198 | val_loss: 0.0312216 | Time: 2064.79 ms [2021-01-26 11:16:54 main:574] : INFO : Epoch 1929 | loss: 0.0312209 | val_loss: 0.0312219 | Time: 2077.93 ms [2021-01-26 11:16:57 main:574] : INFO : Epoch 1930 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 2078.36 ms [2021-01-26 11:16:59 main:574] : INFO : Epoch 1931 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 2078.74 ms [2021-01-26 11:17:01 main:574] : INFO : Epoch 1932 | loss: 0.03122 | val_loss: 0.0312215 | Time: 2074.31 ms [2021-01-26 11:17:03 main:574] : INFO : Epoch 1933 | loss: 0.0312198 | val_loss: 0.0312224 | Time: 2079.35 ms [2021-01-26 11:17:05 main:574] : INFO : Epoch 1934 | loss: 0.0312211 | val_loss: 0.0312232 | Time: 2078.1 ms [2021-01-26 11:17:07 main:574] : INFO : Epoch 1935 | loss: 0.03122 | val_loss: 0.0312215 | Time: 2070.75 ms [2021-01-26 11:17:09 main:574] : INFO : Epoch 1936 | loss: 0.0312195 | val_loss: 0.031223 | Time: 2073.52 ms [2021-01-26 11:17:11 main:574] : INFO : Epoch 1937 | loss: 0.0312193 | val_loss: 0.0312221 | Time: 2073.07 ms [2021-01-26 11:17:13 main:574] : INFO : Epoch 1938 | loss: 0.0312202 | val_loss: 0.0312218 | Time: 2077.99 ms [2021-01-26 11:17:15 main:574] : INFO : Epoch 1939 | loss: 0.0312206 | val_loss: 0.0312258 | Time: 2068.13 ms [2021-01-26 11:17:17 main:574] : INFO : Epoch 1940 | loss: 0.031221 | val_loss: 0.0312253 | Time: 2080.85 ms [2021-01-26 11:17:19 main:574] : INFO : Epoch 1941 | loss: 0.0312194 | val_loss: 0.0312219 | Time: 2070.2 ms [2021-01-26 11:17:22 main:574] : INFO : Epoch 1942 | loss: 0.0312192 | val_loss: 0.0312223 | Time: 2070.71 ms [2021-01-26 11:17:24 main:574] : INFO : Epoch 1943 | loss: 0.0312195 | val_loss: 0.0312221 | Time: 2073.08 ms [2021-01-26 11:17:26 main:574] : INFO : Epoch 1944 | loss: 0.0312205 | val_loss: 0.0312248 | Time: 2073.68 ms [2021-01-26 11:17:28 main:574] : INFO : Epoch 1945 | loss: 0.03122 | val_loss: 0.0312222 | Time: 2081.46 ms [2021-01-26 11:17:30 main:574] : INFO : Epoch 1946 | loss: 0.0312192 | val_loss: 0.031223 | Time: 2081.93 ms [2021-01-26 11:17:32 main:574] : INFO : Epoch 1947 | loss: 0.0312196 | val_loss: 0.0312225 | Time: 2072.18 ms [2021-01-26 11:17:34 main:574] : INFO : Epoch 1948 | loss: 0.0312194 | val_loss: 0.0312228 | Time: 2079.41 ms [2021-01-26 11:17:36 main:574] : INFO : Epoch 1949 | loss: 0.0312205 | val_loss: 0.0312239 | Time: 2076.71 ms [2021-01-26 11:17:38 main:574] : INFO : Epoch 1950 | loss: 0.0312193 | val_loss: 0.0312223 | Time: 2073.55 ms [2021-01-26 11:17:40 main:574] : INFO : Epoch 1951 | loss: 0.0312201 | val_loss: 0.0312243 | Time: 2074.97 ms [2021-01-26 11:17:42 main:574] : INFO : Epoch 1952 | loss: 0.0312191 | val_loss: 0.0312222 | Time: 2080.53 ms [2021-01-26 11:17:45 main:574] : INFO : Epoch 1953 | loss: 0.0312188 | val_loss: 0.0312223 | Time: 2073.12 ms [2021-01-26 11:17:47 main:574] : INFO : Epoch 1954 | loss: 0.0312193 | val_loss: 0.0312228 | Time: 2076.34 ms [2021-01-26 11:17:49 main:574] : INFO : Epoch 1955 | loss: 0.0312191 | val_loss: 0.0312232 | Time: 2066.49 ms [2021-01-26 11:17:51 main:574] : INFO : Epoch 1956 | loss: 0.0312189 | val_loss: 0.0312238 | Time: 2080.19 ms [2021-01-26 11:17:53 main:574] : INFO : Epoch 1957 | loss: 0.0312194 | val_loss: 0.0312225 | Time: 2075.86 ms [2021-01-26 11:17:55 main:574] : INFO : Epoch 1958 | loss: 0.0312227 | val_loss: 0.0312234 | Time: 2075.43 ms [2021-01-26 11:17:57 main:574] : INFO : Epoch 1959 | loss: 0.0312225 | val_loss: 0.0312392 | Time: 2077.88 ms [2021-01-26 11:17:59 main:574] : INFO : Epoch 1960 | loss: 0.0312894 | val_loss: 0.0317275 | Time: 2071.72 ms [2021-01-26 11:18:01 main:574] : INFO : Epoch 1961 | loss: 0.0354443 | val_loss: 0.0324038 | Time: 2077.03 ms [2021-01-26 11:18:03 main:574] : INFO : Epoch 1962 | loss: 0.0320267 | val_loss: 0.0313844 | Time: 2080.77 ms [2021-01-26 11:18:05 main:574] : INFO : Epoch 1963 | loss: 0.0313671 | val_loss: 0.0312773 | Time: 2067.29 ms [2021-01-26 11:18:07 main:574] : INFO : Epoch 1964 | loss: 0.0312682 | val_loss: 0.0312524 | Time: 2076.93 ms [2021-01-26 11:18:10 main:574] : INFO : Epoch 1965 | loss: 0.0312438 | val_loss: 0.03124 | Time: 2077.13 ms [2021-01-26 11:18:12 main:574] : INFO : Epoch 1966 | loss: 0.031235 | val_loss: 0.0312334 | Time: 2073.32 ms [2021-01-26 11:18:14 main:574] : INFO : Epoch 1967 | loss: 0.031231 | val_loss: 0.0312311 | Time: 2070.17 ms [2021-01-26 11:18:16 main:574] : INFO : Epoch 1968 | loss: 0.0312296 | val_loss: 0.0312314 | Time: 2085.06 ms [2021-01-26 11:18:18 main:574] : INFO : Epoch 1969 | loss: 0.031228 | val_loss: 0.0312291 | Time: 2071.97 ms [2021-01-26 11:18:20 main:574] : INFO : Epoch 1970 | loss: 0.0312273 | val_loss: 0.0312287 | Time: 2081.2 ms [2021-01-26 11:18:22 main:574] : INFO : Epoch 1971 | loss: 0.0312266 | val_loss: 0.0312281 | Time: 2074.34 ms [2021-01-26 11:18:24 main:574] : INFO : Epoch 1972 | loss: 0.0312263 | val_loss: 0.0312276 | Time: 2080.77 ms [2021-01-26 11:18:26 main:574] : INFO : Epoch 1973 | loss: 0.0312255 | val_loss: 0.031228 | Time: 2072.62 ms [2021-01-26 11:18:28 main:574] : INFO : Epoch 1974 | loss: 0.0312243 | val_loss: 0.031226 | Time: 2078.13 ms [2021-01-26 11:18:30 main:574] : INFO : Epoch 1975 | loss: 0.0312234 | val_loss: 0.0312259 | Time: 2077.69 ms [2021-01-26 11:18:33 main:574] : INFO : Epoch 1976 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 2073.56 ms [2021-01-26 11:18:35 main:574] : INFO : Epoch 1977 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 2081.5 ms [2021-01-26 11:18:37 main:574] : INFO : Epoch 1978 | loss: 0.0312231 | val_loss: 0.0312252 | Time: 2076.64 ms [2021-01-26 11:18:39 main:574] : INFO : Epoch 1979 | loss: 0.0312239 | val_loss: 0.0312258 | Time: 2073.64 ms [2021-01-26 11:18:41 main:574] : INFO : Epoch 1980 | loss: 0.0312239 | val_loss: 0.0312276 | Time: 2074.8 ms [2021-01-26 11:18:43 main:574] : INFO : Epoch 1981 | loss: 0.0312232 | val_loss: 0.0312272 | Time: 2074.23 ms [2021-01-26 11:18:45 main:574] : INFO : Epoch 1982 | loss: 0.0312223 | val_loss: 0.031225 | Time: 2072.47 ms [2021-01-26 11:18:47 main:574] : INFO : Epoch 1983 | loss: 0.031222 | val_loss: 0.0312252 | Time: 2080.47 ms [2021-01-26 11:18:49 main:574] : INFO : Epoch 1984 | loss: 0.0312224 | val_loss: 0.0312253 | Time: 2078.61 ms [2021-01-26 11:18:51 main:574] : INFO : Epoch 1985 | loss: 0.0312225 | val_loss: 0.0312248 | Time: 2067.41 ms [2021-01-26 11:18:53 main:574] : INFO : Epoch 1986 | loss: 0.0312215 | val_loss: 0.0312247 | Time: 2074.97 ms [2021-01-26 11:18:55 main:574] : INFO : Epoch 1987 | loss: 0.0312213 | val_loss: 0.0312247 | Time: 2074.67 ms [2021-01-26 11:18:58 main:574] : INFO : Epoch 1988 | loss: 0.031222 | val_loss: 0.0312249 | Time: 2079.91 ms [2021-01-26 11:19:00 main:574] : INFO : Epoch 1989 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 2072.08 ms [2021-01-26 11:19:02 main:574] : INFO : Epoch 1990 | loss: 0.0312211 | val_loss: 0.0312245 | Time: 2073.1 ms [2021-01-26 11:19:04 main:574] : INFO : Epoch 1991 | loss: 0.031221 | val_loss: 0.0312246 | Time: 2073.39 ms [2021-01-26 11:19:06 main:574] : INFO : Epoch 1992 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 2079.81 ms [2021-01-26 11:19:08 main:574] : INFO : Epoch 1993 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 2078.76 ms [2021-01-26 11:19:10 main:574] : INFO : Epoch 1994 | loss: 0.0312214 | val_loss: 0.0312246 | Time: 2085.21 ms [2021-01-26 11:19:12 main:574] : INFO : Epoch 1995 | loss: 0.031221 | val_loss: 0.0312241 | Time: 2084.28 ms [2021-01-26 11:19:14 main:574] : INFO : Epoch 1996 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 2080.76 ms [2021-01-26 11:19:16 main:574] : INFO : Epoch 1997 | loss: 0.0312222 | val_loss: 0.031227 | Time: 2073.08 ms [2021-01-26 11:19:18 main:574] : INFO : Epoch 1998 | loss: 0.0312227 | val_loss: 0.0312251 | Time: 2080.06 ms [2021-01-26 11:19:21 main:574] : INFO : Epoch 1999 | loss: 0.031221 | val_loss: 0.031225 | Time: 2081.37 ms [2021-01-26 11:19:23 main:574] : INFO : Epoch 2000 | loss: 0.0312215 | val_loss: 0.0312247 | Time: 2075.95 ms [2021-01-26 11:19:25 main:574] : INFO : Epoch 2001 | loss: 0.0312222 | val_loss: 0.0312241 | Time: 2066.72 ms [2021-01-26 11:19:27 main:574] : INFO : Epoch 2002 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 2072.94 ms [2021-01-26 11:19:29 main:574] : INFO : Epoch 2003 | loss: 0.0312221 | val_loss: 0.0312265 | Time: 2075.52 ms [2021-01-26 11:19:31 main:574] : INFO : Epoch 2004 | loss: 0.031225 | val_loss: 0.0312265 | Time: 2072.88 ms [2021-01-26 11:19:33 main:574] : INFO : Epoch 2005 | loss: 0.0312238 | val_loss: 0.0312257 | Time: 2073.18 ms [2021-01-26 11:19:35 main:574] : INFO : Epoch 2006 | loss: 0.031223 | val_loss: 0.0312261 | Time: 2077.51 ms [2021-01-26 11:19:37 main:574] : INFO : Epoch 2007 | loss: 0.0312225 | val_loss: 0.0312264 | Time: 2075.09 ms [2021-01-26 11:19:39 main:574] : INFO : Epoch 2008 | loss: 0.0312227 | val_loss: 0.0312259 | Time: 2072.61 ms [2021-01-26 11:19:41 main:574] : INFO : Epoch 2009 | loss: 0.0312221 | val_loss: 0.0312264 | Time: 2079.03 ms [2021-01-26 11:19:43 main:574] : INFO : Epoch 2010 | loss: 0.0312224 | val_loss: 0.0312257 | Time: 2074.81 ms [2021-01-26 11:19:46 main:574] : INFO : Epoch 2011 | loss: 0.0312219 | val_loss: 0.0312263 | Time: 2070.71 ms [2021-01-26 11:19:48 main:574] : INFO : Epoch 2012 | loss: 0.031222 | val_loss: 0.031226 | Time: 2083.08 ms [2021-01-26 11:19:50 main:574] : INFO : Epoch 2013 | loss: 0.0312218 | val_loss: 0.0312266 | Time: 2076.01 ms [2021-01-26 11:19:52 main:574] : INFO : Epoch 2014 | loss: 0.0312222 | val_loss: 0.0312296 | Time: 2075.3 ms [2021-01-26 11:19:54 main:574] : INFO : Epoch 2015 | loss: 0.0312218 | val_loss: 0.0312255 | Time: 2069.72 ms [2021-01-26 11:19:56 main:574] : INFO : Epoch 2016 | loss: 0.0312212 | val_loss: 0.0312263 | Time: 2075.89 ms [2021-01-26 11:19:58 main:574] : INFO : Epoch 2017 | loss: 0.0312212 | val_loss: 0.0312256 | Time: 2073.01 ms [2021-01-26 11:20:00 main:574] : INFO : Epoch 2018 | loss: 0.0312208 | val_loss: 0.0312252 | Time: 2073.56 ms [2021-01-26 11:20:02 main:574] : INFO : Epoch 2019 | loss: 0.0312208 | val_loss: 0.0312258 | Time: 2075.68 ms [2021-01-26 11:20:04 main:574] : INFO : Epoch 2020 | loss: 0.0312212 | val_loss: 0.0312257 | Time: 2084.52 ms [2021-01-26 11:20:06 main:574] : INFO : Epoch 2021 | loss: 0.031221 | val_loss: 0.0312252 | Time: 2076.01 ms [2021-01-26 11:20:08 main:574] : INFO : Epoch 2022 | loss: 0.0312218 | val_loss: 0.031226 | Time: 2075.36 ms [2021-01-26 11:20:11 main:574] : INFO : Epoch 2023 | loss: 0.0312216 | val_loss: 0.0312269 | Time: 2075.58 ms [2021-01-26 11:20:13 main:574] : INFO : Epoch 2024 | loss: 0.031222 | val_loss: 0.0312257 | Time: 2080.35 ms [2021-01-26 11:20:15 main:574] : INFO : Epoch 2025 | loss: 0.0312215 | val_loss: 0.0312255 | Time: 2074.44 ms [2021-01-26 11:20:17 main:574] : INFO : Epoch 2026 | loss: 0.0312221 | val_loss: 0.0312285 | Time: 2068.89 ms [2021-01-26 11:20:19 main:574] : INFO : Epoch 2027 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 2074.25 ms [2021-01-26 11:20:21 main:574] : INFO : Epoch 2028 | loss: 0.0312219 | val_loss: 0.0312307 | Time: 2078.8 ms [2021-01-26 11:20:23 main:574] : INFO : Epoch 2029 | loss: 0.0312245 | val_loss: 0.0312294 | Time: 2075.22 ms [2021-01-26 11:20:25 main:574] : INFO : Epoch 2030 | loss: 0.0312231 | val_loss: 0.0312248 | Time: 2074.65 ms [2021-01-26 11:20:27 main:574] : INFO : Epoch 2031 | loss: 0.0312212 | val_loss: 0.0312255 | Time: 2076.43 ms [2021-01-26 11:20:29 main:574] : INFO : Epoch 2032 | loss: 0.0312202 | val_loss: 0.0312243 | Time: 2079.17 ms [2021-01-26 11:20:31 main:574] : INFO : Epoch 2033 | loss: 0.0312207 | val_loss: 0.0312255 | Time: 2068.49 ms [2021-01-26 11:20:34 main:574] : INFO : Epoch 2034 | loss: 0.0312218 | val_loss: 0.0312236 | Time: 2078.09 ms [2021-01-26 11:20:36 main:574] : INFO : Epoch 2035 | loss: 0.0312213 | val_loss: 0.0312231 | Time: 2079.04 ms [2021-01-26 11:20:38 main:574] : INFO : Epoch 2036 | loss: 0.0312205 | val_loss: 0.0312242 | Time: 2077.13 ms [2021-01-26 11:20:40 main:574] : INFO : Epoch 2037 | loss: 0.0312202 | val_loss: 0.0312226 | Time: 2077.29 ms [2021-01-26 11:20:42 main:574] : INFO : Epoch 2038 | loss: 0.0312188 | val_loss: 0.0312225 | Time: 2074.83 ms [2021-01-26 11:20:44 main:574] : INFO : Epoch 2039 | loss: 0.0312187 | val_loss: 0.0312226 | Time: 2071.59 ms [2021-01-26 11:20:46 main:574] : INFO : Epoch 2040 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 2074.94 ms [2021-01-26 11:20:48 main:574] : INFO : Epoch 2041 | loss: 0.0312206 | val_loss: 0.0312244 | Time: 2066.52 ms [2021-01-26 11:20:50 main:574] : INFO : Epoch 2042 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 2070.67 ms [2021-01-26 11:20:52 main:574] : INFO : Epoch 2043 | loss: 0.0312206 | val_loss: 0.0312238 | Time: 2068.53 ms [2021-01-26 11:20:54 main:574] : INFO : Epoch 2044 | loss: 0.0312204 | val_loss: 0.0312225 | Time: 2072.93 ms [2021-01-26 11:20:56 main:574] : INFO : Epoch 2045 | loss: 0.0312199 | val_loss: 0.0312231 | Time: 2070.37 ms [2021-01-26 11:20:59 main:574] : INFO : Epoch 2046 | loss: 0.0312199 | val_loss: 0.0312257 | Time: 2077.34 ms [2021-01-26 11:21:01 main:574] : INFO : Epoch 2047 | loss: 0.0312228 | val_loss: 0.0312217 | Time: 2072.98 ms [2021-01-26 11:21:03 main:574] : INFO : Epoch 2048 | loss: 0.0312212 | val_loss: 0.0312228 | Time: 2072.82 ms [2021-01-26 11:21:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312228 [2021-01-26 11:21:03 main:603] : INFO : Saving end state to config to file [2021-01-26 11:21:03 main:608] : INFO : Success, exiting.. 11:21:03 (29348): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)