Task 13341866
| Name | ParityModified-1645994450-5533-3-0_0 |
| Workunit | 10453235 |
| Created | 17 Mar 2022, 21:17:17 UTC |
| Sent | 23 Mar 2022, 8:52:15 UTC |
| Report deadline | 31 Mar 2022, 8:52:15 UTC |
| Received | 24 May 2022, 2:12:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10909 |
| Run time | 4 hours 41 min 17 sec |
| CPU time | 3 hours 52 min 47 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,378.82 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.34 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:477] : INFO : Max Epochs: 2048
[2022-05-13 20:09:14 main:478] : INFO : Batch Size: 128
[2022-05-13 20:09:14 main:479] : INFO : Learning Rate: 0.01
[2022-05-13 20:09:14 main:480] : INFO : Patience: 10
[2022-05-13 20:09:14 main:481] : INFO : Hidden Width: 12
[2022-05-13 20:09:15 main:482] : INFO : # Recurrent Layers: 4
[2022-05-13 20:09:15 main:483] : INFO : # Backend Layers: 4
[2022-05-13 20:09:15 main:484] : INFO : # Threads: 1
[2022-05-13 20:09:15 main:486] : INFO : Preparing Dataset
[2022-05-13 20:09:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-13 20:09:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-13 20:10:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-13 20:10:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-13 20:10:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-13 20:10:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-13 20:10:49 main:494] : INFO : Creating Model
[2022-05-13 20:10:49 main:507] : INFO : Preparing config file
[2022-05-13 20:10:49 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-13 20:10:49 main:512] : INFO : Loading config
[2022-05-13 20:10:50 main:514] : INFO : Loading state
[2022-05-13 20:11:08 main:559] : INFO : Loading DataLoader into Memory
[2022-05-13 20:11:09 main:562] : INFO : Starting Training
[2022-05-13 20:11:35 main:574] : INFO : Epoch 1858 | loss: 0.0313392 | val_loss: 0.031208 | Time: 26758.6 ms
[2022-05-13 20:12:08 main:574] : INFO : Epoch 1859 | loss: 0.0311174 | val_loss: 0.0311653 | Time: 32657.6 ms
[2022-05-13 20:12:21 main:574] : INFO : Epoch 1860 | loss: 0.0310713 | val_loss: 0.0311865 | Time: 12620.4 ms
[2022-05-13 20:12:31 main:574] : INFO : Epoch 1861 | loss: 0.0310611 | val_loss: 0.0312115 | Time: 10722.7 ms
[2022-05-13 20:12:42 main:574] : INFO : Epoch 1862 | loss: 0.0310491 | val_loss: 0.0312219 | Time: 10541.7 ms
[2022-05-13 20:12:52 main:574] : INFO : Epoch 1863 | loss: 0.0310402 | val_loss: 0.0312101 | Time: 10369 ms
[2022-05-13 20:13:03 main:574] : INFO : Epoch 1864 | loss: 0.0310386 | val_loss: 0.0312081 | Time: 10631.7 ms
[2022-05-13 20:13:14 main:574] : INFO : Epoch 1865 | loss: 0.0310303 | val_loss: 0.0312109 | Time: 10561.1 ms
[2022-05-13 20:13:35 main:574] : INFO : Epoch 1866 | loss: 0.0310302 | val_loss: 0.0312076 | Time: 21088.8 ms
[2022-05-13 20:13:55 main:574] : INFO : Epoch 1867 | loss: 0.0310281 | val_loss: 0.0312047 | Time: 20555.3 ms
[2022-05-13 20:14:16 main:574] : INFO : Epoch 1868 | loss: 0.0310294 | val_loss: 0.0312018 | Time: 20456.1 ms
[2022-05-13 20:14:26 main:574] : INFO : Epoch 1869 | loss: 0.0310226 | val_loss: 0.031202 | Time: 9822.37 ms
[2022-05-13 20:14:37 main:574] : INFO : Epoch 1870 | loss: 0.0310175 | val_loss: 0.0312164 | Time: 10723.5 ms
[2022-05-13 20:15:05 main:574] : INFO : Epoch 1871 | loss: 0.0310216 | val_loss: 0.0312223 | Time: 28062.2 ms
[2022-05-13 20:15:26 main:574] : INFO : Epoch 1872 | loss: 0.0310255 | val_loss: 0.0312004 | Time: 21035.6 ms
[2022-05-13 20:15:37 main:574] : INFO : Epoch 1873 | loss: 0.0310215 | val_loss: 0.031218 | Time: 11028.5 ms
[2022-05-13 20:15:59 main:574] : INFO : Epoch 1874 | loss: 0.0310137 | val_loss: 0.0312201 | Time: 21765.4 ms
[2022-05-13 20:16:09 main:574] : INFO : Epoch 1875 | loss: 0.0310152 | val_loss: 0.0312035 | Time: 10652.8 ms
[2022-05-13 20:16:19 main:574] : INFO : Epoch 1876 | loss: 0.03102 | val_loss: 0.0312255 | Time: 10003.4 ms
[2022-05-13 20:16:30 main:574] : INFO : Epoch 1877 | loss: 0.0310328 | val_loss: 0.0311897 | Time: 9963.65 ms
[2022-05-13 20:16:40 main:574] : INFO : Epoch 1878 | loss: 0.0310335 | val_loss: 0.0312308 | Time: 10216.3 ms
[2022-05-13 20:16:50 main:574] : INFO : Epoch 1879 | loss: 0.031022 | val_loss: 0.0312062 | Time: 10449.7 ms
[2022-05-13 20:17:01 main:574] : INFO : Epoch 1880 | loss: 0.0310227 | val_loss: 0.0312253 | Time: 10250.4 ms
[2022-05-13 20:17:11 main:574] : INFO : Epoch 1881 | loss: 0.0310127 | val_loss: 0.0312122 | Time: 10250.9 ms
[2022-05-13 20:17:21 main:574] : INFO : Epoch 1882 | loss: 0.0310268 | val_loss: 0.0312134 | Time: 10067.5 ms
[2022-05-13 20:17:31 main:574] : INFO : Epoch 1883 | loss: 0.0310424 | val_loss: 0.0311912 | Time: 9850.66 ms
[2022-05-13 20:17:41 main:574] : INFO : Epoch 1884 | loss: 0.0310275 | val_loss: 0.0312064 | Time: 10057.2 ms
[2022-05-13 20:17:51 main:574] : INFO : Epoch 1885 | loss: 0.0310166 | val_loss: 0.0312238 | Time: 10079.7 ms
[2022-05-13 20:18:01 main:574] : INFO : Epoch 1886 | loss: 0.0310464 | val_loss: 0.031182 | Time: 10086.4 ms
[2022-05-13 20:18:11 main:574] : INFO : Epoch 1887 | loss: 0.0310947 | val_loss: 0.0311733 | Time: 10021.8 ms
[2022-05-13 20:18:21 main:574] : INFO : Epoch 1888 | loss: 0.0310837 | val_loss: 0.0311923 | Time: 9479.72 ms
[2022-05-13 20:18:31 main:574] : INFO : Epoch 1889 | loss: 0.0310781 | val_loss: 0.0311967 | Time: 10095.4 ms
[2022-05-13 20:18:41 main:574] : INFO : Epoch 1890 | loss: 0.0310636 | val_loss: 0.0311804 | Time: 9965.56 ms
[2022-05-13 20:18:53 main:574] : INFO : Epoch 1891 | loss: 0.0310584 | val_loss: 0.0311919 | Time: 11517.6 ms
[2022-05-13 20:19:14 main:574] : INFO : Epoch 1892 | loss: 0.0310509 | val_loss: 0.0312041 | Time: 21012.5 ms
[2022-05-13 20:19:24 main:574] : INFO : Epoch 1893 | loss: 0.0310391 | val_loss: 0.0312182 | Time: 10022.6 ms
[2022-05-13 20:19:34 main:574] : INFO : Epoch 1894 | loss: 0.031034 | val_loss: 0.0311838 | Time: 9866.24 ms
[2022-05-13 20:19:43 main:574] : INFO : Epoch 1895 | loss: 0.0310282 | val_loss: 0.031201 | Time: 9613.65 ms
[2022-05-13 20:19:55 main:574] : INFO : Epoch 1896 | loss: 0.0310247 | val_loss: 0.0312157 | Time: 11335.8 ms
[2022-05-13 20:20:04 main:574] : INFO : Epoch 1897 | loss: 0.0310227 | val_loss: 0.0312139 | Time: 9448.1 ms
[2022-05-13 20:20:14 main:574] : INFO : Epoch 1898 | loss: 0.0310209 | val_loss: 0.0312324 | Time: 9842.81 ms
[2022-05-13 20:20:23 main:574] : INFO : Epoch 1899 | loss: 0.0310178 | val_loss: 0.0312134 | Time: 9282.64 ms
[2022-05-13 20:20:33 main:574] : INFO : Epoch 1900 | loss: 0.0310198 | val_loss: 0.0312264 | Time: 9484.2 ms
[2022-05-13 20:20:43 main:574] : INFO : Epoch 1901 | loss: 0.0310134 | val_loss: 0.031215 | Time: 9652.44 ms
[2022-05-13 20:20:52 main:574] : INFO : Epoch 1902 | loss: 0.031023 | val_loss: 0.0312066 | Time: 9851.09 ms
[2022-05-13 20:21:02 main:574] : INFO : Epoch 1903 | loss: 0.0310351 | val_loss: 0.0311966 | Time: 9935.75 ms
[2022-05-13 20:21:12 main:574] : INFO : Epoch 1904 | loss: 0.0310353 | val_loss: 0.0312184 | Time: 9597.24 ms
[2022-05-13 20:21:22 main:574] : INFO : Epoch 1905 | loss: 0.0310312 | val_loss: 0.0312074 | Time: 9778.68 ms
[2022-05-13 20:21:32 main:574] : INFO : Epoch 1906 | loss: 0.0310279 | val_loss: 0.0312163 | Time: 10026.6 ms
[2022-05-13 20:21:42 main:574] : INFO : Epoch 1907 | loss: 0.0310212 | val_loss: 0.0312297 | Time: 9780.67 ms
[2022-05-13 20:21:51 main:574] : INFO : Epoch 1908 | loss: 0.0310122 | val_loss: 0.0312057 | Time: 9265.59 ms
[2022-05-13 20:22:01 main:574] : INFO : Epoch 1909 | loss: 0.0310162 | val_loss: 0.031222 | Time: 10080.7 ms
[2022-05-13 20:22:11 main:574] : INFO : Epoch 1910 | loss: 0.0310102 | val_loss: 0.031221 | Time: 9653.19 ms
[2022-05-13 20:22:21 main:574] : INFO : Epoch 1911 | loss: 0.0310084 | val_loss: 0.0312322 | Time: 10015.2 ms
[2022-05-13 20:22:31 main:574] : INFO : Epoch 1912 | loss: 0.031013 | val_loss: 0.0312195 | Time: 9835.36 ms
[2022-05-13 20:22:41 main:574] : INFO : Epoch 1913 | loss: 0.031016 | val_loss: 0.031224 | Time: 10192.5 ms
[2022-05-13 20:22:51 main:574] : INFO : Epoch 1914 | loss: 0.0310353 | val_loss: 0.0312223 | Time: 9565.47 ms
[2022-05-13 20:23:00 main:574] : INFO : Epoch 1915 | loss: 0.0310379 | val_loss: 0.0312057 | Time: 9425.19 ms
[2022-05-13 20:23:10 main:574] : INFO : Epoch 1916 | loss: 0.0310311 | val_loss: 0.0312088 | Time: 9870.6 ms
[2022-05-13 20:23:21 main:574] : INFO : Epoch 1917 | loss: 0.0310222 | val_loss: 0.0312146 | Time: 10574.8 ms
[2022-05-13 20:23:31 main:574] : INFO : Epoch 1918 | loss: 0.0310222 | val_loss: 0.0312031 | Time: 10147.6 ms
[2022-05-13 20:23:40 main:574] : INFO : Epoch 1919 | loss: 0.0310176 | val_loss: 0.0312069 | Time: 9419.55 ms
[2022-05-13 20:23:49 main:574] : INFO : Epoch 1920 | loss: 0.0310237 | val_loss: 0.0312393 | Time: 8718.87 ms
[2022-05-13 20:23:58 main:574] : INFO : Epoch 1921 | loss: 0.0310259 | val_loss: 0.0311957 | Time: 8869.07 ms
[2022-05-13 20:24:07 main:574] : INFO : Epoch 1922 | loss: 0.0310216 | val_loss: 0.0312175 | Time: 8771.1 ms
[2022-05-13 20:24:15 main:574] : INFO : Epoch 1923 | loss: 0.0310176 | val_loss: 0.0312021 | Time: 8680.12 ms
[2022-05-13 20:24:24 main:574] : INFO : Epoch 1924 | loss: 0.0310167 | val_loss: 0.0312163 | Time: 8871.37 ms
[2022-05-13 20:24:35 main:574] : INFO : Epoch 1925 | loss: 0.0310136 | val_loss: 0.0312102 | Time: 10116.7 ms
Machine Learning Dataset Generator vMachine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-16 17:02:42 main:435] : INFO : Set logging level to 1
[2022-05-16 17:02:42 main:441] : INFO : Running in BOINC Client mode
[2022-05-16 17:02:42 main:444] : INFO : Resolving all filenames
[2022-05-16 17:02:42 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-16 17:02:42 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-16 17:02:42 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-16 17:02:42 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-16 17:02:42 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-16 17:02:42 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-16 17:02:42 main:474] : INFO : Configuration:
[2022-05-16 17:02:42 main:475] : INFO : Model type: GRU
[2022-05-16 17:02:42 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-16 17:02:42 main:477] : INFO : Max Epochs: 2048
[2022-05-16 17:02:42 main:478] : INFO : Batch Size: 128
[2022-05-16 17:02:42 main:479] : INFO : Learning Rate: 0.01
[2022-05-16 17:02:42 main:480] : INFO : Patience: 10
[2022-05-16 17:02:42 main:481] : INFO : Hidden Width: 12
[2022-05-16 17:02:42 main:482] : INFO : # Recurrent Layers: 4
[2022-05-16 17:02:42 main:483] : INFO : # Backend Layers: 4
[2022-05-16 17:02:42 main:484] : INFO : # Threads: 1
[2022-05-16 17:02:42 main:486] : INFO : Preparing Dataset
[2022-05-16 17:02:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-16 17:11:00 main:435] : INFO : Set logging level to 1
[2022-05-16 17:11:00 main:441] : INFO : Running in BOINC Client mode
[2022-05-16 17:11:00 main:444] : INFO : Resolving all filenames
[2022-05-16 17:11:00 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-16 17:11:00 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-16 17:11:00 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-16 17:11:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-16 17:11:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-16 17:11:01 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-16 17:11:01 main:474] : INFO : Configuration:
[2022-05-16 17:11:01 main:475] : INFO : Model type: GRU
[2022-05-16 17:11:01 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-16 17:11:01 main:477] : INFO : Max Epochs: 2048
[2022-05-16 17:11:01 main:478] : INFO : Batch Size: 128
[2022-05-16 17:11:01 main:479] : INFO : Learning Rate: 0.01
[2022-05-16 17:11:02 main:480] : INFO : Patience: 10
[2022-05-16 17:11:02 main:481] : INFO : Hidden Width: 12
[2022-05-16 17:11:02 main:482] : INFO : # Recurrent Layers: 4
[2022-05-16 17:11:02 main:483] : INFO : # Backend Layers: 4
[2022-05-16 17:11:02 main:484] : INFO : # Threads: 1
[2022-05-16 17:11:02 main:486] : INFO : Preparing Dataset
[2022-05-16 17:11:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-16 17:11:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-16 17:12:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-16 17:12:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-16 17:12:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-16 17:12:26 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-16 17:12:27 main:494] : INFO : Creating Model
[2022-05-16 17:12:27 main:507] : INFO : Preparing config file
[2022-05-16 17:12:27 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-16 17:12:27 main:512] : INFO : Loading config
[2022-05-16 17:12:28 main:514] : INFO : Loading state
[2022-05-16 17:12:58 main:559] : INFO : Loading DataLoader into Memory
[2022-05-16 17:13:00 main:562] : INFO : Starting Training
[2022-05-16 17:13:26 main:574] : INFO : Epoch 1926 | loss: 0.0311444 | val_loss: 0.0312224 | Time: 26509.3 ms
[2022-05-16 17:13:37 main:574] : INFO : Epoch 1927 | loss: 0.0310588 | val_loss: 0.0312147 | Time: 9926.35 ms
[2022-05-16 17:13:46 main:574] : INFO : Epoch 1928 | loss: 0.0310404 | val_loss: 0.0312105 | Time: 9282.37 ms
[2022-05-16 17:13:55 main:574] : INFO : Epoch 1929 | loss: 0.0310335 | val_loss: 0.0311826 | Time: 9127.72 ms
[2022-05-16 17:14:05 main:574] : INFO : Epoch 1930 | loss: 0.0310273 | val_loss: 0.0312096 | Time: 9459.76 ms
[2022-05-16 17:14:14 main:574] : INFO : Epoch 1931 | loss: 0.0310178 | val_loss: 0.0312089 | Time: 9610.63 ms
[2022-05-16 17:14:35 main:574] : INFO : Epoch 1932 | loss: 0.0310189 | val_loss: 0.031195 | Time: 20072.4 ms
[2022-05-16 17:14:55 main:574] : INFO : Epoch 1933 | loss: 0.0310204 | val_loss: 0.0312498 | Time: 20041.5 ms
[2022-05-16 17:15:05 main:574] : INFO : Epoch 1934 | loss: 0.0310345 | val_loss: 0.0312152 | Time: 9915.03 ms
[2022-05-16 17:15:26 main:574] : INFO : Epoch 1935 | loss: 0.0310312 | val_loss: 0.0311993 | Time: 20536.7 ms
[2022-05-16 17:15:36 main:574] : INFO : Epoch 1936 | loss: 0.0310253 | val_loss: 0.0312087 | Time: 9274.23 ms
[2022-05-16 17:15:46 main:574] : INFO : Epoch 1937 | loss: 0.031021 | val_loss: 0.0312215 | Time: 9766.1 ms
[2022-05-16 17:15:55 main:574] : INFO : Epoch 1938 | loss: 0.0310109 | val_loss: 0.0312225 | Time: 8794.42 ms
[2022-05-16 17:16:04 main:574] : INFO : Epoch 1939 | loss: 0.0310068 | val_loss: 0.0312265 | Time: 8785.38 ms
[2022-05-16 17:16:13 main:574] : INFO : Epoch 1940 | loss: 0.0310096 | val_loss: 0.0311923 | Time: 8410.92 ms
[2022-05-16 17:16:24 main:574] : INFO : Epoch 1941 | loss: 0.0310108 | val_loss: 0.031198 | Time: 9398.85 ms
[2022-05-16 17:16:34 main:574] : INFO : Epoch 1942 | loss: 0.0310129 | val_loss: 0.0312068 | Time: 9320.87 ms
[2022-05-16 17:16:43 main:574] : INFO : Epoch 1943 | loss: 0.0310178 | val_loss: 0.0312187 | Time: 9071.74 ms
[2022-05-16 17:16:53 main:574] : INFO : Epoch 1944 | loss: 0.0310217 | val_loss: 0.0312117 | Time: 8670.82 ms
[2022-05-16 17:17:02 main:574] : INFO : Epoch 1945 | loss: 0.0310263 | val_loss: 0.0312133 | Time: 9036.01 ms
[2022-05-16 17:17:12 main:574] : INFO : Epoch 1946 | loss: 0.0310165 | val_loss: 0.0312317 | Time: 8699.68 ms
[2022-05-16 17:17:22 main:574] : INFO : Epoch 1947 | loss: 0.0310094 | val_loss: 0.0312211 | Time: 9116.56 ms
[2022-05-16 17:17:31 main:574] : INFO : Epoch 1948 | loss: 0.0310137 | val_loss: 0.0312103 | Time: 8529.14 ms
[2022-05-16 17:17:41 main:574] : INFO : Epoch 1949 | loss: 0.0310158 | val_loss: 0.0312118 | Time: 8238.46 ms
[2022-05-16 17:17:50 main:574] : INFO : Epoch 1950 | loss: 0.0310169 | val_loss: 0.0312039 | Time: 8419.2 ms
[2022-05-16 17:17:59 main:574] : INFO : Epoch 1951 | loss: 0.0310116 | val_loss: 0.031241 | Time: 8363.03 ms
[2022-05-16 17:18:09 main:574] : INFO : Epoch 1952 | loss: 0.031014 | val_loss: 0.0312202 | Time: 9287.14 ms
[2022-05-16 17:18:19 main:574] : INFO : Epoch 1953 | loss: 0.0310097 | val_loss: 0.0312079 | Time: 9257 ms
[2022-05-16 17:18:29 main:574] : INFO : Epoch 1954 | loss: 0.031019 | val_loss: 0.0312428 | Time: 8907.84 ms
[2022-05-16 17:18:38 main:574] : INFO : Epoch 1955 | loss: 0.0310074 | val_loss: 0.031213 | Time: 8683.06 ms
[2022-05-16 17:18:47 main:574] : INFO : Epoch 1956 | loss: 0.0310138 | val_loss: 0.0312331 | Time: 8233.89 ms
[2022-05-16 17:18:56 main:574] : INFO : Epoch 1957 | loss: 0.0310181 | val_loss: 0.0312193 | Time: 8222.23 ms
[2022-05-16 17:19:05 main:574] : INFO : Epoch 1958 | loss: 0.0310159 | val_loss: 0.0312363 | Time: 8555.9 ms
[2022-05-16 17:19:14 main:574] : INFO : Epoch 1959 | loss: 0.0310135 | val_loss: 0.0312138 | Time: 8170.54 ms
[2022-05-16 17:19:22 main:574] : INFO : Epoch 1960 | loss: 0.0310083 | val_loss: 0.031208 | Time: 8270.53 ms
[2022-05-16 17:19:31 main:574] : INFO : Epoch 1961 | loss: 0.0310088 | val_loss: 0.0312164 | Time: 8216.15 ms
[2022-05-16 17:19:40 main:574] : INFO : Epoch 1962 | loss: 0.0310036 | val_loss: 0.0312167 | Time: 8129.56 ms
[2022-05-16 17:19:49 main:574] : INFO : Epoch 1963 | loss: 0.0310037 | val_loss: 0.0312378 | Time: 8570.91 ms
[2022-05-16 17:19:58 main:574] : INFO : Epoch 1964 | loss: 0.0310144 | val_loss: 0.0311842 | Time: 8166.6 ms
[2022-05-16 17:20:07 main:574] : INFO : Epoch 1965 | loss: 0.0310187 | val_loss: 0.0312198 | Time: 8326.52 ms
[2022-05-16 17:20:16 main:574] : INFO : Epoch 1966 | loss: 0.0310157 | val_loss: 0.0312282 | Time: 8332.3 ms
[2022-05-16 17:20:25 main:574] : INFO : Epoch 1967 | loss: 0.0310242 | val_loss: 0.0312078 | Time: 8154.21 ms
[2022-05-16 17:20:34 main:574] : INFO : Epoch 1968 | loss: 0.0310362 | val_loss: 0.0312118 | Time: 8128.1 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-16 18:47:55 main:435] : INFO : Set logging level to 1
[2022-05-16 18:47:56 main:441] : INFO : Running in BOINC Client mode
[2022-05-16 18:47:56 main:444] : INFO : Resolving all filenames
[2022-05-16 18:47:56 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-16 18:47:57 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-16 18:47:57 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-16 18:47:57 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-16 18:47:57 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-16 18:47:58 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-16 18:47:58 main:474] : INFO : Configuration:
[2022-05-16 18:47:58 main:475] : INFO : Model type: GRU
[2022-05-16 18:47:58 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-16 18:47:58 main:477] : INFO : Max Epochs: 2048
[2022-05-16 18:47:59 main:478] : INFO : Batch Size: 128
[2022-05-16 18:47:59 main:479] : INFO : Learning Rate: 0.01
[2022-05-16 18:47:59 main:480] : INFO : Patience: 10
[2022-05-16 18:47:59 main:481] : INFO : Hidden Width: 12
[2022-05-16 18:47:59 main:482] : INFO : # Recurrent Layers: 4
[2022-05-16 18:47:59 main:483] : INFO : # Backend Layers: 4
[2022-05-16 18:48:00 main:484] : INFO : # Threads: 1
[2022-05-16 18:48:00 main:486] : INFO : Preparing Dataset
[2022-05-16 18:48:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-16 18:48:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-16 18:50:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-16 18:50:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-16 18:50:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-16 18:50:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-16 18:50:17 main:494] : INFO : Creating Model
[2022-05-16 18:50:19 main:507] : INFO : Preparing config file
[2022-05-16 18:50:19 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-16 18:50:19 main:512] : INFO : Loading config
[2022-05-16 18:50:19 main:514] : INFO : Loading state
[2022-05-16 18:51:53 main:559] : INFO : Loading DataLoader into Memory
[2022-05-16 18:51:54 main:562] : INFO : Starting Training
[2022-05-16 18:53:12 main:574] : INFO : Epoch 1940 | loss: 0.0311353 | val_loss: 0.0312206 | Time: 77805.4 ms
[2022-05-16 18:53:26 main:574] : INFO : Epoch 1941 | loss: 0.0310426 | val_loss: 0.0312263 | Time: 9409.64 ms
[2022-05-16 18:53:35 main:574] : INFO : Epoch 1942 | loss: 0.0310185 | val_loss: 0.0311979 | Time: 9189.89 ms
[2022-05-16 18:53:45 main:574] : INFO : Epoch 1943 | loss: 0.0310185 | val_loss: 0.0312497 | Time: 9493.8 ms
[2022-05-16 18:53:55 main:574] : INFO : Epoch 1944 | loss: 0.0310182 | val_loss: 0.0312322 | Time: 9907.83 ms
[2022-05-16 18:54:07 main:574] : INFO : Epoch 1945 | loss: 0.0310086 | val_loss: 0.0312244 | Time: 10978 ms
[2022-05-16 18:54:17 main:574] : INFO : Epoch 1946 | loss: 0.0310115 | val_loss: 0.0312373 | Time: 9726.66 ms
[2022-05-16 18:54:28 main:574] : INFO : Epoch 1947 | loss: 0.0310097 | val_loss: 0.0312231 | Time: 10800.8 ms
[2022-05-16 18:54:38 main:574] : INFO : Epoch 1948 | loss: 0.0310246 | val_loss: 0.03121 | Time: 9890.41 ms
[2022-05-16 18:54:49 main:574] : INFO : Epoch 1949 | loss: 0.0310415 | val_loss: 0.0312094 | Time: 9894.6 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-16 19:36:12 main:435] : INFO : Set logging level to 1
[2022-05-16 19:36:12 main:441] : INFO : Running in BOINC Client mode
[2022-05-16 19:36:12 main:444] : INFO : Resolving all filenames
[2022-05-16 19:36:12 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-16 19:36:12 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-16 19:36:12 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-16 19:36:12 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-16 19:36:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-16 19:36:13 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-16 19:36:13 main:474] : INFO : Configuration:
[2022-05-16 19:36:13 main:475] : INFO : Model type: GRU
[2022-05-16 19:36:13 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-16 19:36:13 main:477] : INFO : Max Epochs: 2048
[2022-05-16 19:36:13 main:478] : INFO : Batch Size: 128
[2022-05-16 19:36:13 main:479] : INFO : Learning Rate: 0.01
[2022-05-16 19:36:13 main:480] : INFO : Patience: 10
[2022-05-16 19:36:13 main:481] : INFO : Hidden Width: 12
[2022-05-16 19:36:13 main:482] : INFO : # Recurrent Layers: 4
[2022-05-16 19:36:13 main:483] : INFO : # Backend Layers: 4
[2022-05-16 19:36:13 main:484] : INFO : # Threads: 1
[2022-05-16 19:36:13 main:486] : INFO : Preparing Dataset
[2022-05-16 19:36:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-16 19:36:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-16 19:37:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-16 19:37:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-16 19:37:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-16 19:38:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-16 19:38:03 main:494] : INFO : Creating Model
[2022-05-16 19:38:05 main:507] : INFO : Preparing config file
[2022-05-16 19:38:05 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-16 19:38:06 main:512] : INFO : Loading config
[2022-05-16 19:38:06 main:514] : INFO : Loading state
[2022-05-16 19:39:39 main:559] : INFO : Loading DataLoader into Memory
[2022-05-16 19:39:41 main:562] : INFO : Starting Training
[2022-05-16 19:40:53 main:574] : INFO : Epoch 1941 | loss: 0.0311069 | val_loss: 0.031196 | Time: 71583.3 ms
[2022-05-16 19:41:04 main:574] : INFO : Epoch 1942 | loss: 0.031044 | val_loss: 0.0312096 | Time: 10733.4 ms
[2022-05-16 19:41:15 main:574] : INFO : Epoch 1943 | loss: 0.031027 | val_loss: 0.0312129 | Time: 10023.2 ms
[2022-05-16 19:41:27 main:574] : INFO : Epoch 1944 | loss: 0.031038 | val_loss: 0.0312039 | Time: 9141.94 ms
[2022-05-16 19:41:37 main:574] : INFO : Epoch 1945 | loss: 0.0310437 | val_loss: 0.0311922 | Time: 9211.38 ms
[2022-05-16 19:41:47 main:574] : INFO : Epoch 1946 | loss: 0.031032 | val_loss: 0.0312132 | Time: 9313.03 ms
[2022-05-16 19:41:57 main:574] : INFO : Epoch 1947 | loss: 0.0310214 | val_loss: 0.0312278 | Time: 9110.52 ms
[2022-05-16 19:42:08 main:574] : INFO : Epoch 1948 | loss: 0.0310131 | val_loss: 0.031191 | Time: 10153.4 ms
[2022-05-16 19:42:46 main:574] : INFO : Epoch 1949 | loss: 0.0310114 | val_loss: 0.0312032 | Time: 38378.8 ms
[2022-05-16 19:43:18 main:574] : INFO : Epoch 1950 | loss: 0.0310132 | val_loss: 0.0312023 | Time: 30618.1 ms
[2022-05-16 19:43:59 main:574] : INFO : Epoch 1951 | loss: 0.0310179 | val_loss: 0.0312048 | Time: 40546.6 ms
[2022-05-16 19:44:21 main:574] : INFO : Epoch 1952 | loss: 0.031034 | val_loss: 0.0312071 | Time: 21699.6 ms
[2022-05-16 19:44:53 main:574] : INFO : Epoch 1953 | loss: 0.0310522 | val_loss: 0.0311797 | Time: 31222.9 ms
[2022-05-16 19:45:25 main:574] : INFO : Epoch 1954 | loss: 0.0310424 | val_loss: 0.0312178 | Time: 31908.5 ms
[2022-05-16 19:45:47 main:574] : INFO : Epoch 1955 | loss: 0.0310216 | val_loss: 0.0312115 | Time: 21101.1 ms
[2022-05-16 19:46:20 main:574] : INFO : Epoch 1956 | loss: 0.0310154 | val_loss: 0.0312123 | Time: 32282.9 ms
[2022-05-16 19:46:52 main:574] : INFO : Epoch 1957 | loss: 0.0310234 | val_loss: 0.0312169 | Time: 31206 ms
[2022-05-16 19:47:44 main:574] : INFO : Epoch 1958 | loss: 0.031018 | val_loss: 0.0312206 | Time: 51173.1 ms
[2022-05-16 19:48:24 main:574] : INFO : Epoch 1959 | loss: 0.0310104 | val_loss: 0.0312031 | Time: 39530.9 ms
[2022-05-16 19:48:45 main:574] : INFO : Epoch 1960 | loss: 0.0310146 | val_loss: 0.0312128 | Time: 21119.4 ms
[2022-05-16 19:49:16 main:574] : INFO : Epoch 1961 | loss: 0.0310076 | val_loss: 0.0312288 | Time: 30621.5 ms
[2022-05-16 19:49:37 main:574] : INFO : Epoch 1962 | loss: 0.0310089 | val_loss: 0.0312226 | Time: 20960.7 ms
[2022-05-16 19:49:54 main:574] : INFO : Epoch 1963 | loss: 0.0310119 | val_loss: 0.0312207 | Time: 17503.8 ms
[2022-05-16 19:50:06 main:574] : INFO : Epoch 1964 | loss: 0.0310122 | val_loss: 0.0311939 | Time: 11347.2 ms
[2022-05-16 19:50:16 main:574] : INFO : Epoch 1965 | loss: 0.0310037 | val_loss: 0.0312147 | Time: 10366.6 ms
[2022-05-16 19:50:26 main:574] : INFO : Epoch 1966 | loss: 0.0310047 | val_loss: 0.0312367 | Time: 9879.51 ms
[2022-05-16 19:50:37 main:574] : INFO : Epoch 1967 | loss: 0.0310123 | val_loss: 0.0312114 | Time: 10350 ms
[2022-05-16 19:50:48 main:574] : INFO : Epoch 1968 | loss: 0.0310071 | val_loss: 0.0312111 | Time: 11059.6 ms
[2022-05-16 19:51:00 main:574] : INFO : Epoch 1969 | loss: 0.0310046 | val_loss: 0.0312039 | Time: 10914.1 ms
[2022-05-16 19:51:12 main:574] : INFO : Epoch 1970 | loss: 0.0310021 | val_loss: 0.0312048 | Time: 12148.8 ms
[2022-05-16 19:51:23 main:574] : INFO : Epoch 1971 | loss: 0.0310046 | val_loss: 0.0312259 | Time: 10886.7 ms
[2022-05-16 19:51:36 main:574] : INFO : Epoch 1972 | loss: 0.0310132 | val_loss: 0.0312324 | Time: 12513.3 ms
[2022-05-16 19:51:47 main:574] : INFO : Epoch 1973 | loss: 0.0310045 | val_loss: 0.0312233 | Time: 11330.6 ms
[2022-05-16 19:52:01 main:574] : INFO : Epoch 1974 | loss: 0.0310029 | val_loss: 0.0312333 | Time: 13021.5 ms
[2022-05-16 19:52:23 main:574] : INFO : Epoch 1975 | loss: 0.0310086 | val_loss: 0.0312303 | Time: 22438.4 ms
[2022-05-16 19:52:34 main:574] : INFO : Epoch 1976 | loss: 0.0310081 | val_loss: 0.0312436 | Time: 10583.9 ms
[2022-05-16 19:52:47 main:574] : INFO : Epoch 1977 | loss: 0.0310519 | val_loss: 0.0311924 | Time: 12450.7 ms
[2022-05-16 19:53:00 main:574] : INFO : Epoch 1978 | loss: 0.0311855 | val_loss: 0.0311821 | Time: 12910.8 ms
[2022-05-16 19:53:11 main:574] : INFO : Epoch 1979 | loss: 0.0311726 | val_loss: 0.0311659 | Time: 11376.4 ms
[2022-05-16 19:53:22 main:574] : INFO : Epoch 1980 | loss: 0.0311603 | val_loss: 0.0311606 | Time: 10787.4 ms
[2022-05-16 19:53:33 main:574] : INFO : Epoch 1981 | loss: 0.0311504 | val_loss: 0.0311587 | Time: 11169.3 ms
[2022-05-16 19:53:44 main:574] : INFO : Epoch 1982 | loss: 0.0311429 | val_loss: 0.0311559 | Time: 10896.9 ms
[2022-05-16 19:53:55 main:574] : INFO : Epoch 1983 | loss: 0.0311379 | val_loss: 0.0311541 | Time: 11193.9 ms
[2022-05-16 19:54:06 main:574] : INFO : Epoch 1984 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 11286.4 ms
[2022-05-16 19:54:18 main:574] : INFO : Epoch 1985 | loss: 0.0311293 | val_loss: 0.0311567 | Time: 11734.5 ms
[2022-05-16 19:54:29 main:574] : INFO : Epoch 1986 | loss: 0.0311258 | val_loss: 0.0311587 | Time: 10842.4 ms
[2022-05-16 19:54:41 main:574] : INFO : Epoch 1987 | loss: 0.0311246 | val_loss: 0.0311579 | Time: 11718.6 ms
[2022-05-16 19:54:53 main:574] : INFO : Epoch 1988 | loss: 0.0311224 | val_loss: 0.0311571 | Time: 12235 ms
[2022-05-16 19:55:06 main:574] : INFO : Epoch 1989 | loss: 0.0311219 | val_loss: 0.0311551 | Time: 12397.7 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-17 18:42:07 main:435] : INFO : Set logging level to 1
[2022-05-17 18:42:07 main:441] : INFO : Running in BOINC Client mode
[2022-05-17 18:42:08 main:444] : INFO : Resolving all filenames
[2022-05-17 18:42:08 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-17 18:42:08 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-17 18:42:08 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-17 18:42:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-17 18:42:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-17 18:42:08 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-17 18:42:08 main:474] : INFO : Configuration:
[2022-05-17 18:42:08 main:475] : INFO : Model type: GRU
[2022-05-17 18:42:08 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-17 18:42:08 main:477] : INFO : Max Epochs: 2048
[2022-05-17 18:42:08 main:478] : INFO : Batch Size: 128
[2022-05-17 18:42:08 main:479] : INFO : Learning Rate: 0.01
[2022-05-17 18:42:08 main:480] : INFO : Patience: 10
[2022-05-17 18:42:08 main:481] : INFO : Hidden Width: 12
[2022-05-17 18:42:08 main:482] : INFO : # Recurrent Layers: 4
[2022-05-17 18:42:08 main:483] : INFO : # Backend Layers: 4
[2022-05-17 18:42:08 main:484] : INFO : # Threads: 1
[2022-05-17 18:42:08 main:486] : INFO : Preparing Dataset
[2022-05-17 18:42:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-17 18:42:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-17 18:42:18 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-17 18:42:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-17 18:42:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-17 18:42:18 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-17 18:42:18 main:494] : INFO : Creating Model
[2022-05-17 18:42:19 main:507] : INFO : Preparing config file
[2022-05-17 18:42:19 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-17 18:42:19 main:512] : INFO : Loading config
[2022-05-17 18:42:19 main:514] : INFO : Loading state
[2022-05-17 18:42:38 main:559] : INFO : Loading DataLoader into Memory
[2022-05-17 18:42:39 main:562] : INFO : Starting Training
[2022-05-17 18:43:40 main:574] : INFO : Epoch 1972 | loss: 0.0310737 | val_loss: 0.0312174 | Time: 61382.5 ms
[2022-05-17 18:44:21 main:574] : INFO : Epoch 1973 | loss: 0.0310244 | val_loss: 0.0312209 | Time: 41071.4 ms
[2022-05-17 18:45:01 main:574] : INFO : Epoch 1974 | loss: 0.0310096 | val_loss: 0.0312004 | Time: 38968.1 ms
[2022-05-17 18:45:38 main:574] : INFO : Epoch 1975 | loss: 0.0310082 | val_loss: 0.031214 | Time: 37283.5 ms
[2022-05-17 18:46:04 main:574] : INFO : Epoch 1976 | loss: 0.0310072 | val_loss: 0.0312258 | Time: 26479.8 ms
[2022-05-17 18:46:43 main:574] : INFO : Epoch 1977 | loss: 0.0310049 | val_loss: 0.031224 | Time: 38156.8 ms
[2022-05-17 18:47:19 main:574] : INFO : Epoch 1978 | loss: 0.0310063 | val_loss: 0.0312381 | Time: 35923 ms
[2022-05-17 18:47:46 main:574] : INFO : Epoch 1979 | loss: 0.031006 | val_loss: 0.0312166 | Time: 27480.9 ms
[2022-05-17 18:48:24 main:574] : INFO : Epoch 1980 | loss: 0.031013 | val_loss: 0.0312041 | Time: 37030.5 ms
[2022-05-17 18:49:01 main:574] : INFO : Epoch 1981 | loss: 0.0310153 | val_loss: 0.0312159 | Time: 37458.8 ms
[2022-05-17 18:49:40 main:574] : INFO : Epoch 1982 | loss: 0.0310081 | val_loss: 0.0312197 | Time: 38498.5 ms
[2022-05-17 18:50:07 main:574] : INFO : Epoch 1983 | loss: 0.0310129 | val_loss: 0.0312078 | Time: 27640.2 ms
[2022-05-17 18:50:44 main:574] : INFO : Epoch 1984 | loss: 0.0310196 | val_loss: 0.031201 | Time: 36223.7 ms
[2022-05-17 18:51:21 main:574] : INFO : Epoch 1985 | loss: 0.0310304 | val_loss: 0.0312119 | Time: 37836 ms
[2022-05-17 18:52:00 main:574] : INFO : Epoch 1986 | loss: 0.0310215 | val_loss: 0.0312121 | Time: 38118 ms
[2022-05-17 18:52:27 main:574] : INFO : Epoch 1987 | loss: 0.0310107 | val_loss: 0.0311966 | Time: 27169.5 ms
[2022-05-17 18:53:05 main:574] : INFO : Epoch 1988 | loss: 0.0310154 | val_loss: 0.031228 | Time: 38130.4 ms
[2022-05-17 18:53:41 main:574] : INFO : Epoch 1989 | loss: 0.0310246 | val_loss: 0.0311971 | Time: 35345.6 ms
[2022-05-17 18:54:09 main:574] : INFO : Epoch 1990 | loss: 0.0310465 | val_loss: 0.0311822 | Time: 28422.3 ms
[2022-05-17 18:54:46 main:574] : INFO : Epoch 1991 | loss: 0.0310344 | val_loss: 0.0312078 | Time: 37043.7 ms
[2022-05-17 18:55:24 main:574] : INFO : Epoch 1992 | loss: 0.0310268 | val_loss: 0.0312062 | Time: 37560.2 ms
[2022-05-17 18:56:00 main:574] : INFO : Epoch 1993 | loss: 0.0310168 | val_loss: 0.0312323 | Time: 36537.1 ms
[2022-05-17 18:56:29 main:574] : INFO : Epoch 1994 | loss: 0.0310159 | val_loss: 0.0312066 | Time: 28314 ms
[2022-05-17 18:57:05 main:574] : INFO : Epoch 1995 | loss: 0.0310219 | val_loss: 0.0311991 | Time: 36622.1 ms
[2022-05-17 18:57:42 main:574] : INFO : Epoch 1996 | loss: 0.0310112 | val_loss: 0.0312091 | Time: 36419.6 ms
[2022-05-17 18:58:09 main:574] : INFO : Epoch 1997 | loss: 0.031012 | val_loss: 0.0312061 | Time: 27298.4 ms
[2022-05-17 18:58:46 main:574] : INFO : Epoch 1998 | loss: 0.0310121 | val_loss: 0.0312211 | Time: 36442.8 ms
[2022-05-17 18:59:28 main:574] : INFO : Epoch 1999 | loss: 0.0310167 | val_loss: 0.0312209 | Time: 41810 ms
[2022-05-17 19:00:05 main:574] : INFO : Epoch 2000 | loss: 0.0310119 | val_loss: 0.0312256 | Time: 37199.4 ms
[2022-05-17 19:00:42 main:574] : INFO : Epoch 2001 | loss: 0.0310032 | val_loss: 0.0312104 | Time: 37074.7 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-17 19:06:20 main:435] : INFO : Set logging level to 1
[2022-05-17 19:06:20 main:441] : INFO : Running in BOINC Client mode
[2022-05-17 19:06:20 main:444] : INFO : Resolving all filenames
[2022-05-17 19:06:20 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-17 19:06:20 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-17 19:06:20 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-17 19:06:20 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-17 19:06:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-17 19:06:20 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-17 19:06:20 main:474] : INFO : Configuration:
[2022-05-17 19:06:20 main:475] : INFO : Model type: GRU
[2022-05-17 19:06:20 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-17 19:06:20 main:477] : INFO : Max Epochs: 2048
[2022-05-17 19:06:20 main:478] : INFO : Batch Size: 128
[2022-05-17 19:06:20 main:479] : INFO : Learning Rate: 0.01
[2022-05-17 19:06:20 main:480] : INFO : Patience: 10
[2022-05-17 19:06:20 main:481] : INFO : Hidden Width: 12
[2022-05-17 19:06:20 main:482] : INFO : # Recurrent Layers: 4
[2022-05-17 19:06:20 main:483] : INFO : # Backend Layers: 4
[2022-05-17 19:06:20 main:484] : INFO : # Threads: 1
[2022-05-17 19:06:21 main:486] : INFO : Preparing Dataset
[2022-05-17 19:06:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-17 19:06:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-17 19:06:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-17 19:06:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-17 19:06:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-17 19:06:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-17 19:06:23 main:494] : INFO : Creating Model
[2022-05-17 19:06:23 main:507] : INFO : Preparing config file
[2022-05-17 19:06:23 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-17 19:06:24 main:512] : INFO : Loading config
[2022-05-17 19:06:24 main:514] : INFO : Loading state
[2022-05-17 19:06:25 main:559] : INFO : Loading DataLoader into Memory
[2022-05-17 19:06:25 main:562] : INFO : Starting Training
[2022-05-17 19:06:30 main:574] : INFO : Epoch 1997 | loss: 0.0310675 | val_loss: 0.0311961 | Time: 4975.54 ms
[2022-05-17 19:06:54 main:574] : INFO : Epoch 1998 | loss: 0.0310334 | val_loss: 0.0312165 | Time: 24562.2 ms
[2022-05-17 19:07:32 main:574] : INFO : Epoch 1999 | loss: 0.0310236 | val_loss: 0.0312335 | Time: 37796.6 ms
[2022-05-17 19:08:13 main:574] : INFO : Epoch 2000 | loss: 0.0310181 | val_loss: 0.0312147 | Time: 40459.1 ms
[2022-05-17 19:08:51 main:574] : INFO : Epoch 2001 | loss: 0.0310096 | val_loss: 0.0312049 | Time: 38284.4 ms
[2022-05-17 19:09:27 main:574] : INFO : Epoch 2002 | loss: 0.0310091 | val_loss: 0.0312274 | Time: 36316.2 ms
[2022-05-17 19:09:54 main:574] : INFO : Epoch 2003 | loss: 0.0310083 | val_loss: 0.0312127 | Time: 26024.7 ms
[2022-05-17 19:10:39 main:574] : INFO : Epoch 2004 | loss: 0.031008 | val_loss: 0.0312147 | Time: 45797.8 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-17 19:18:29 main:435] : INFO : Set logging level to 1
[2022-05-17 19:18:29 main:441] : INFO : Running in BOINC Client mode
[2022-05-17 19:18:29 main:444] : INFO : Resolving all filenames
[2022-05-17 19:18:29 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-17 19:18:29 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-17 19:18:29 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-17 19:18:29 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-17 19:18:29 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-17 19:18:29 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-17 19:18:29 main:474] : INFO : Configuration:
[2022-05-17 19:18:29 main:475] : INFO : Model type: GRU
[2022-05-17 19:18:30 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-17 19:18:30 main:477] : INFO : Max Epochs: 2048
[2022-05-17 19:18:30 main:478] : INFO : Batch Size: 128
[2022-05-17 19:18:30 main:479] : INFO : Learning Rate: 0.01
[2022-05-17 19:18:30 main:480] : INFO : Patience: 10
[2022-05-17 19:18:30 main:481] : INFO : Hidden Width: 12
[2022-05-17 19:18:30 main:482] : INFO : # Recurrent Layers: 4
[2022-05-17 19:18:30 main:483] : INFO : # Backend Layers: 4
[2022-05-17 19:18:30 main:484] : INFO : # Threads: 1
[2022-05-17 19:18:30 main:486] : INFO : Preparing Dataset
[2022-05-17 19:18:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-17 19:18:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-17 19:18:32 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-17 19:18:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-17 19:18:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-17 19:18:32 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-17 19:18:32 main:494] : INFO : Creating Model
[2022-05-17 19:18:32 main:507] : INFO : Preparing config file
[2022-05-17 19:18:32 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-17 19:18:33 main:512] : INFO : Loading config
[2022-05-17 19:18:33 main:514] : INFO : Loading state
[2022-05-17 19:18:33 main:559] : INFO : Loading DataLoader into Memory
[2022-05-17 19:18:33 main:562] : INFO : Starting Training
[2022-05-17 19:18:39 main:574] : INFO : Epoch 1997 | loss: 0.031076 | val_loss: 0.0312453 | Time: 5212.35 ms
[2022-05-17 19:18:59 main:574] : INFO : Epoch 1998 | loss: 0.0310306 | val_loss: 0.0311921 | Time: 20447.1 ms
[2022-05-17 19:19:34 main:574] : INFO : Epoch 1999 | loss: 0.0310154 | val_loss: 0.0312218 | Time: 34436.4 ms
[2022-05-17 19:19:58 main:574] : INFO : Epoch 2000 | loss: 0.031008 | val_loss: 0.0312263 | Time: 23948.5 ms
[2022-05-17 19:20:22 main:574] : INFO : Epoch 2001 | loss: 0.0310202 | val_loss: 0.0312106 | Time: 24210.7 ms
[2022-05-17 19:20:55 main:574] : INFO : Epoch 2002 | loss: 0.031035 | val_loss: 0.0312318 | Time: 33298 ms
[2022-05-17 19:21:20 main:574] : INFO : Epoch 2003 | loss: 0.0310212 | val_loss: 0.031228 | Time: 24685.8 ms
[2022-05-17 19:21:54 main:574] : INFO : Epoch 2004 | loss: 0.0310285 | val_loss: 0.0312372 | Time: 34093.3 ms
[2022-05-17 19:22:19 main:574] : INFO : Epoch 2005 | loss: 0.031027 | val_loss: 0.0312112 | Time: 24527.7 ms
[2022-05-17 19:22:43 main:574] : INFO : Epoch 2006 | loss: 0.0310175 | val_loss: 0.031201 | Time: 23852.5 ms
[2022-05-17 19:23:22 main:574] : INFO : Epoch 2007 | loss: 0.0310182 | val_loss: 0.0312459 | Time: 39081.4 ms
[2022-05-17 19:24:16 main:574] : INFO : Epoch 2008 | loss: 0.0310223 | val_loss: 0.0311841 | Time: 53970.2 ms
[2022-05-17 19:24:42 main:574] : INFO : Epoch 2009 | loss: 0.0310198 | val_loss: 0.0312375 | Time: 25852.8 ms
[2022-05-17 19:25:17 main:574] : INFO : Epoch 2010 | loss: 0.0310165 | val_loss: 0.0312135 | Time: 34860.2 ms
[2022-05-17 19:25:52 main:574] : INFO : Epoch 2011 | loss: 0.0310106 | val_loss: 0.0311971 | Time: 35532.3 ms
[2022-05-17 19:26:29 main:574] : INFO : Epoch 2012 | loss: 0.0310083 | val_loss: 0.0312159 | Time: 36242.9 ms
[2022-05-17 19:26:54 main:574] : INFO : Epoch 2013 | loss: 0.0310199 | val_loss: 0.0312273 | Time: 25053.2 ms
[2022-05-17 19:27:28 main:574] : INFO : Epoch 2014 | loss: 0.031015 | val_loss: 0.0312078 | Time: 34343 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-18 16:59:01 main:435] : INFO : Set logging level to 1
[2022-05-18 16:59:01 main:441] : INFO : Running in BOINC Client mode
[2022-05-18 16:59:01 main:444] : INFO : Resolving all filenames
[2022-05-18 16:59:01 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-18 16:59:01 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-18 16:59:01 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-18 16:59:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-18 16:59:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-18 16:59:01 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-18 16:59:01 main:474] : INFO : Configuration:
[2022-05-18 16:59:01 main:475] : INFO : Model type: GRU
[2022-05-18 16:59:01 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-18 16:59:01 main:477] : INFO : Max Epochs: 2048
[2022-05-18 16:59:01 main:478] : INFO : Batch Size: 128
[2022-05-18 16:59:02 main:479] : INFO : Learning Rate: 0.01
[2022-05-18 16:59:02 main:480] : INFO : Patience: 10
[2022-05-18 16:59:02 main:481] : INFO : Hidden Width: 12
[2022-05-18 16:59:02 main:482] : INFO : # Recurrent Layers: 4
[2022-05-18 16:59:02 main:483] : INFO : # Backend Layers: 4
[2022-05-18 16:59:02 main:484] : INFO : # Threads: 1
[2022-05-18 16:59:02 main:486] : INFO : Preparing Dataset
[2022-05-18 16:59:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-18 16:59:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-18 16:59:26 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-18 16:59:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-18 16:59:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-18 16:59:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-18 16:59:27 main:494] : INFO : Creating Model
[2022-05-18 16:59:29 main:507] : INFO : Preparing config file
[2022-05-18 16:59:29 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-18 16:59:29 main:512] : INFO : Loading config
[2022-05-18 16:59:29 main:514] : INFO : Loading state
Machine Learning Dataset Generator vMachine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-20 23:05:54 main:435] : INFO : Set logging level to 1
[2022-05-20 23:05:54 main:441] : INFO : Running in BOINC Client mode
[2022-05-20 23:05:55 main:444] : INFO : Resolving all filenames
[2022-05-20 23:05:55 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-20 23:05:55 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-20 23:05:55 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-20 23:05:55 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-20 23:05:55 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-20 23:05:55 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-20 23:05:55 main:474] : INFO : Configuration:
[2022-05-20 23:05:55 main:475] : INFO : Model type: GRU
[2022-05-20 23:05:55 main:476] : INFO : Validation Loss Threshold: 0.0001
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-05-22 20:59:16 main:435] : INFO : Set logging level to 1
[2022-05-22 20:59:16 main:441] : INFO : Running in BOINC Client mode
[2022-05-22 20:59:16 main:444] : INFO : Resolving all filenames
[2022-05-22 20:59:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-05-22 20:59:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-05-22 20:59:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-05-22 20:59:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-05-22 20:59:18 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-05-22 20:59:18 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-05-22 20:59:18 main:474] : INFO : Configuration:
[2022-05-22 20:59:19 main:475] : INFO : Model type: GRU
[2022-05-22 20:59:19 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-05-22 20:59:19 main:477] : INFO : Max Epochs: 2048
[2022-05-22 20:59:19 main:478] : INFO : Batch Size: 128
[2022-05-22 20:59:20 main:479] : INFO : Learning Rate: 0.01
[2022-05-22 20:59:20 main:480] : INFO : Patience: 10
[2022-05-22 20:59:20 main:481] : INFO : Hidden Width: 12
[2022-05-22 20:59:20 main:482] : INFO : # Recurrent Layers: 4
[2022-05-22 20:59:21 main:483] : INFO : # Backend Layers: 4
[2022-05-22 20:59:21 main:484] : INFO : # Threads: 1
[2022-05-22 20:59:21 main:486] : INFO : Preparing Dataset
[2022-05-22 20:59:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-05-22 20:59:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-05-22 21:02:36 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-05-22 21:02:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-05-22 21:02:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-05-22 21:02:39 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-05-22 21:02:39 main:494] : INFO : Creating Model
[2022-05-22 21:02:42 main:507] : INFO : Preparing config file
[2022-05-22 21:02:43 main:511] : INFO : Found checkpoint, attempting to load...
[2022-05-22 21:02:43 main:512] : INFO : Loading config
[2022-05-22 21:02:43 main:514] : INFO : Loading state
[2022-05-22 21:05:00 main:559] : INFO : Loading DataLoader into Memory
[2022-05-22 21:05:01 main:562] : INFO : Starting Training
[2022-05-22 21:06:04 main:574] : INFO : Epoch 2009 | loss: 0.0310955 | val_loss: 0.0312266 | Time: 62411.3 ms
[2022-05-22 21:06:15 main:574] : INFO : Epoch 2010 | loss: 0.0310388 | val_loss: 0.0312022 | Time: 9413.4 ms
[2022-05-22 21:06:25 main:574] : INFO : Epoch 2011 | loss: 0.0310208 | val_loss: 0.0312211 | Time: 9398.29 ms
[2022-05-22 21:06:35 main:574] : INFO : Epoch 2012 | loss: 0.0310102 | val_loss: 0.0311953 | Time: 9435.22 ms
[2022-05-22 21:06:44 main:574] : INFO : Epoch 2013 | loss: 0.0310091 | val_loss: 0.0312037 | Time: 9312.13 ms
[2022-05-22 21:06:55 main:574] : INFO : Epoch 2014 | loss: 0.0310124 | val_loss: 0.0312294 | Time: 9940.73 ms
[2022-05-22 21:07:05 main:574] : INFO : Epoch 2015 | loss: 0.0310056 | val_loss: 0.0312042 | Time: 9548.45 ms
[2022-05-22 21:07:15 main:574] : INFO : Epoch 2016 | loss: 0.0310019 | val_loss: 0.0312126 | Time: 9863.8 ms
[2022-05-22 21:07:26 main:574] : INFO : Epoch 2017 | loss: 0.0310165 | val_loss: 0.0312039 | Time: 10135.9 ms
[2022-05-22 21:07:48 main:574] : INFO : Epoch 2018 | loss: 0.0310289 | val_loss: 0.0312249 | Time: 21075.2 ms
[2022-05-22 21:07:57 main:574] : INFO : Epoch 2019 | loss: 0.0310253 | val_loss: 0.0312079 | Time: 9192.93 ms
[2022-05-22 21:08:07 main:574] : INFO : Epoch 2020 | loss: 0.0310148 | val_loss: 0.0312236 | Time: 9166.95 ms
[2022-05-22 21:08:16 main:574] : INFO : Epoch 2021 | loss: 0.0310108 | val_loss: 0.0312192 | Time: 9422.09 ms
[2022-05-22 21:08:26 main:574] : INFO : Epoch 2022 | loss: 0.0310065 | val_loss: 0.0312108 | Time: 8960.28 ms
[2022-05-22 21:08:36 main:574] : INFO : Epoch 2023 | loss: 0.031007 | val_loss: 0.031216 | Time: 9835.61 ms
[2022-05-22 21:08:45 main:574] : INFO : Epoch 2024 | loss: 0.0310001 | val_loss: 0.0312357 | Time: 8795.41 ms
[2022-05-22 21:08:54 main:574] : INFO : Epoch 2025 | loss: 0.0310012 | val_loss: 0.0312307 | Time: 8908.94 ms
[2022-05-22 21:09:04 main:574] : INFO : Epoch 2026 | loss: 0.0310006 | val_loss: 0.0312355 | Time: 8794.24 ms
[2022-05-22 21:09:13 main:574] : INFO : Epoch 2027 | loss: 0.0310099 | val_loss: 0.0312038 | Time: 8845.37 ms
[2022-05-22 21:09:23 main:574] : INFO : Epoch 2028 | loss: 0.0310138 | val_loss: 0.0312216 | Time: 9288.38 ms
[2022-05-22 21:09:32 main:574] : INFO : Epoch 2029 | loss: 0.0310155 | val_loss: 0.0312121 | Time: 8531.8 ms
[2022-05-22 21:09:41 main:574] : INFO : Epoch 2030 | loss: 0.0310087 | val_loss: 0.0312082 | Time: 8930.19 ms
[2022-05-22 21:09:51 main:574] : INFO : Epoch 2031 | loss: 0.0310059 | val_loss: 0.0312265 | Time: 8876.92 ms
[2022-05-22 21:09:59 main:574] : INFO : Epoch 2032 | loss: 0.0310019 | val_loss: 0.031198 | Time: 8288.74 ms
[2022-05-22 21:10:09 main:574] : INFO : Epoch 2033 | loss: 0.0310043 | val_loss: 0.0312206 | Time: 8624.2 ms
[2022-05-22 21:10:18 main:574] : INFO : Epoch 2034 | loss: 0.0310005 | val_loss: 0.0312101 | Time: 8612.14 ms
[2022-05-22 21:10:27 main:574] : INFO : Epoch 2035 | loss: 0.0310079 | val_loss: 0.0312377 | Time: 8750.21 ms
[2022-05-22 21:10:36 main:574] : INFO : Epoch 2036 | loss: 0.0310054 | val_loss: 0.0312386 | Time: 8046.88 ms
[2022-05-22 21:10:45 main:574] : INFO : Epoch 2037 | loss: 0.0310033 | val_loss: 0.0312063 | Time: 8536.34 ms
[2022-05-22 21:10:54 main:574] : INFO : Epoch 2038 | loss: 0.0310153 | val_loss: 0.0312136 | Time: 8416.24 ms
[2022-05-22 21:11:02 main:574] : INFO : Epoch 2039 | loss: 0.031017 | val_loss: 0.0312151 | Time: 8282.45 ms
[2022-05-22 21:11:11 main:574] : INFO : Epoch 2040 | loss: 0.0310137 | val_loss: 0.0312017 | Time: 7905.06 ms
[2022-05-22 21:11:19 main:574] : INFO : Epoch 2041 | loss: 0.0310147 | val_loss: 0.0312506 | Time: 8232.7 ms
[2022-05-22 21:11:28 main:574] : INFO : Epoch 2042 | loss: 0.0310135 | val_loss: 0.0312104 | Time: 8044.02 ms
[2022-05-22 21:11:37 main:574] : INFO : Epoch 2043 | loss: 0.0310162 | val_loss: 0.03121 | Time: 8122.53 ms
[2022-05-22 21:11:45 main:574] : INFO : Epoch 2044 | loss: 0.03101 | val_loss: 0.0312124 | Time: 7721.23 ms
[2022-05-22 21:11:54 main:574] : INFO : Epoch 2045 | loss: 0.0310074 | val_loss: 0.0312429 | Time: 8175.9 ms
[2022-05-22 21:12:02 main:574] : INFO : Epoch 2046 | loss: 0.031013 | val_loss: 0.0312362 | Time: 8114.44 ms
[2022-05-22 21:12:11 main:574] : INFO : Epoch 2047 | loss: 0.0310133 | val_loss: 0.0312127 | Time: 8078.19 ms
[2022-05-22 21:12:19 main:574] : INFO : Epoch 2048 | loss: 0.0310174 | val_loss: 0.0311993 | Time: 7604.66 ms
[2022-05-22 21:12:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311993
[2022-05-22 21:12:20 main:603] : INFO : Saving end state to config to file
[2022-05-22 21:12:20 main:608] : INFO : Success, exiting..
21:12:20 (5000): 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)