Task 3050860

Name ParityModified-1606097356-5999-6_0
Workunit 1383603
Created 24 Nov 2020, 13:52:20 UTC
Sent 24 Nov 2020, 14:05:39 UTC
Report deadline 1 Dec 2020, 14:05:39 UTC
Received 24 Nov 2020, 14:10:12 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 4754
Run time 4 min 8 sec
CPU time 4 min 3 sec
Validate state Valid
Credit 780.00
Device peak FLOPS 3,339.24 GFLOPS
Application version Machine Learning Dataset Generator (test) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 2.33 GB
Peak swap size 10.43 GB
Peak disk usage 2.98 GB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 128 
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce GTX 1650)
[2020-11-24 09:05:56	                main:442]	:	INFO	:	Set logging level to 1
[2020-11-24 09:05:56	                main:448]	:	INFO	:	Running in BOINC Client mode
[2020-11-24 09:05:56	                main:451]	:	INFO	:	Resolving all filenames
[2020-11-24 09:05:56	                main:459]	:	INFO	:	Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2020-11-24 09:05:56	                main:459]	:	INFO	:	Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606097356-5999-6_0_r1497246522_1 (exists = 0)
[2020-11-24 09:05:56	                main:459]	:	INFO	:	Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606097356-5999-6_0_r1497246522_0 (exists = 0)
[2020-11-24 09:05:56	                main:459]	:	INFO	:	Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606097356-5999-6 (exists = 1)
[2020-11-24 09:05:56	                main:459]	:	INFO	:	Resolved: snapshot.pt => snapshot.pt (exists = 0)
[2020-11-24 09:05:56	                main:479]	:	INFO	:	Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2020-11-24 09:05:56	                main:481]	:	INFO	:	Configuration: 
[2020-11-24 09:05:56	                main:482]	:	INFO	:	    Model type: GRU
[2020-11-24 09:05:56	                main:483]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2020-11-24 09:05:56	                main:484]	:	INFO	:	    Max Epochs: 128
[2020-11-24 09:05:56	                main:485]	:	INFO	:	    Batch Size: 128
[2020-11-24 09:05:56	                main:486]	:	INFO	:	    Learning Rate: 0.01
[2020-11-24 09:05:56	                main:487]	:	INFO	:	    Patience: 10
[2020-11-24 09:05:56	                main:488]	:	INFO	:	    Hidden Width: 12
[2020-11-24 09:05:56	                main:489]	:	INFO	:	    # Recurrent Layers: 4
[2020-11-24 09:05:56	                main:490]	:	INFO	:	    # Backend Layers: 4
[2020-11-24 09:05:56	                main:491]	:	INFO	:	    # Threads: 1
[2020-11-24 09:05:56	                main:493]	:	INFO	:	Preparing Dataset
[2020-11-24 09:05:56	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-11-24 09:05:57	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-11-24 09:05:59	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2020-11-24 09:05:59	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-11-24 09:05:59	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-11-24 09:05:59	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2020-11-24 09:05:59	                main:501]	:	INFO	:	Creating Model
[2020-11-24 09:05:59	                main:514]	:	INFO	:	Preparing config file
[2020-11-24 09:05:59	                main:526]	:	INFO	:	Creating new config file
[2020-11-24 09:05:59	                main:545]	:	INFO	:	This is a continuation WU, loading previous network
[2020-11-24 09:06:00	                main:566]	:	INFO	:	Loading DataLoader into Memory
[2020-11-24 09:06:00	                main:569]	:	INFO	:	Starting Training
[2020-11-24 09:06:03	                main:581]	:	INFO	:	Epoch 1 | loss: 0.0311386 | val_loss: 0.0312573 | Time: 2729.54 ms
[2020-11-24 09:06:05	                main:581]	:	INFO	:	Epoch 2 | loss: 0.0310229 | val_loss: 0.0312895 | Time: 1982 ms
[2020-11-24 09:06:06	                main:581]	:	INFO	:	Epoch 3 | loss: 0.0310015 | val_loss: 0.0312631 | Time: 1767.86 ms
[2020-11-24 09:06:08	                main:581]	:	INFO	:	Epoch 4 | loss: 0.0310023 | val_loss: 0.0312971 | Time: 1833.21 ms
[2020-11-24 09:06:10	                main:581]	:	INFO	:	Epoch 5 | loss: 0.0309977 | val_loss: 0.0312641 | Time: 1935.7 ms
[2020-11-24 09:06:12	                main:581]	:	INFO	:	Epoch 6 | loss: 0.0309913 | val_loss: 0.0312996 | Time: 1854.88 ms
[2020-11-24 09:06:14	                main:581]	:	INFO	:	Epoch 7 | loss: 0.030997 | val_loss: 0.0312768 | Time: 1984.22 ms
[2020-11-24 09:06:16	                main:581]	:	INFO	:	Epoch 8 | loss: 0.030994 | val_loss: 0.0313041 | Time: 1791.25 ms
[2020-11-24 09:06:18	                main:581]	:	INFO	:	Epoch 9 | loss: 0.0309998 | val_loss: 0.0312781 | Time: 1863.11 ms
[2020-11-24 09:06:20	                main:581]	:	INFO	:	Epoch 10 | loss: 0.0309961 | val_loss: 0.0312631 | Time: 1858.51 ms
[2020-11-24 09:06:21	                main:581]	:	INFO	:	Epoch 11 | loss: 0.0309918 | val_loss: 0.031286 | Time: 1835.39 ms
[2020-11-24 09:06:23	                main:581]	:	INFO	:	Epoch 12 | loss: 0.0310542 | val_loss: 0.03128 | Time: 2064.52 ms
[2020-11-24 09:06:25	                main:581]	:	INFO	:	Epoch 13 | loss: 0.0310198 | val_loss: 0.0312799 | Time: 1730.3 ms
[2020-11-24 09:06:27	                main:581]	:	INFO	:	Epoch 14 | loss: 0.0310048 | val_loss: 0.0313039 | Time: 1699.52 ms
[2020-11-24 09:06:29	                main:581]	:	INFO	:	Epoch 15 | loss: 0.0309959 | val_loss: 0.031284 | Time: 2038.66 ms
[2020-11-24 09:06:31	                main:581]	:	INFO	:	Epoch 16 | loss: 0.0309898 | val_loss: 0.0313033 | Time: 1717.79 ms
[2020-11-24 09:06:32	                main:581]	:	INFO	:	Epoch 17 | loss: 0.0310057 | val_loss: 0.0312776 | Time: 1740.1 ms
[2020-11-24 09:06:34	                main:581]	:	INFO	:	Epoch 18 | loss: 0.0309975 | val_loss: 0.0313221 | Time: 1759.8 ms
[2020-11-24 09:06:36	                main:581]	:	INFO	:	Epoch 19 | loss: 0.0309954 | val_loss: 0.0312705 | Time: 1759.73 ms
[2020-11-24 09:06:38	                main:581]	:	INFO	:	Epoch 20 | loss: 0.0309882 | val_loss: 0.0313103 | Time: 2081.46 ms
[2020-11-24 09:06:40	                main:581]	:	INFO	:	Epoch 21 | loss: 0.0309882 | val_loss: 0.0312901 | Time: 1993.47 ms
[2020-11-24 09:06:42	                main:581]	:	INFO	:	Epoch 22 | loss: 0.0309929 | val_loss: 0.031265 | Time: 2030.7 ms
[2020-11-24 09:06:44	                main:581]	:	INFO	:	Epoch 23 | loss: 0.0309961 | val_loss: 0.0312861 | Time: 2025.47 ms
[2020-11-24 09:06:46	                main:581]	:	INFO	:	Epoch 24 | loss: 0.0309864 | val_loss: 0.0312907 | Time: 2003.92 ms
[2020-11-24 09:06:48	                main:581]	:	INFO	:	Epoch 25 | loss: 0.0309963 | val_loss: 0.0312865 | Time: 1926.16 ms
[2020-11-24 09:06:50	                main:581]	:	INFO	:	Epoch 26 | loss: 0.0309987 | val_loss: 0.031327 | Time: 1823.65 ms
[2020-11-24 09:06:52	                main:581]	:	INFO	:	Epoch 27 | loss: 0.0309934 | val_loss: 0.0312922 | Time: 1829.26 ms
[2020-11-24 09:06:54	                main:581]	:	INFO	:	Epoch 28 | loss: 0.0309987 | val_loss: 0.0312833 | Time: 2112.68 ms
[2020-11-24 09:06:56	                main:581]	:	INFO	:	Epoch 29 | loss: 0.0310519 | val_loss: 0.0312139 | Time: 2033.71 ms
[2020-11-24 09:06:58	                main:581]	:	INFO	:	Epoch 30 | loss: 0.0311829 | val_loss: 0.0312169 | Time: 1950.12 ms
[2020-11-24 09:07:00	                main:581]	:	INFO	:	Epoch 31 | loss: 0.0312179 | val_loss: 0.0312092 | Time: 1953.71 ms
[2020-11-24 09:07:02	                main:581]	:	INFO	:	Epoch 32 | loss: 0.0312183 | val_loss: 0.0312163 | Time: 1840.66 ms
[2020-11-24 09:07:03	                main:581]	:	INFO	:	Epoch 33 | loss: 0.0312127 | val_loss: 0.0311976 | Time: 1799.6 ms
[2020-11-24 09:07:05	                main:581]	:	INFO	:	Epoch 34 | loss: 0.0312023 | val_loss: 0.0311926 | Time: 1815.04 ms
[2020-11-24 09:07:07	                main:581]	:	INFO	:	Epoch 35 | loss: 0.0311983 | val_loss: 0.0311952 | Time: 1776.95 ms
[2020-11-24 09:07:09	                main:581]	:	INFO	:	Epoch 36 | loss: 0.0311955 | val_loss: 0.031189 | Time: 1668.9 ms
[2020-11-24 09:07:10	                main:581]	:	INFO	:	Epoch 37 | loss: 0.0311917 | val_loss: 0.0311883 | Time: 1784.84 ms
[2020-11-24 09:07:12	                main:581]	:	INFO	:	Epoch 38 | loss: 0.0311941 | val_loss: 0.0311873 | Time: 1768.99 ms
[2020-11-24 09:07:14	                main:581]	:	INFO	:	Epoch 39 | loss: 0.03119 | val_loss: 0.0311882 | Time: 1869.42 ms
[2020-11-24 09:07:16	                main:581]	:	INFO	:	Epoch 40 | loss: 0.0311936 | val_loss: 0.0311855 | Time: 1757.07 ms
[2020-11-24 09:07:18	                main:581]	:	INFO	:	Epoch 41 | loss: 0.0311896 | val_loss: 0.0311982 | Time: 1936.32 ms
[2020-11-24 09:07:20	                main:581]	:	INFO	:	Epoch 42 | loss: 0.0311897 | val_loss: 0.0311832 | Time: 1961.3 ms
[2020-11-24 09:07:21	                main:581]	:	INFO	:	Epoch 43 | loss: 0.0311872 | val_loss: 0.0311836 | Time: 1706.68 ms
[2020-11-24 09:07:23	                main:581]	:	INFO	:	Epoch 44 | loss: 0.0311871 | val_loss: 0.0311821 | Time: 1945.37 ms
[2020-11-24 09:07:25	                main:581]	:	INFO	:	Epoch 45 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 1939.74 ms
[2020-11-24 09:07:27	                main:581]	:	INFO	:	Epoch 46 | loss: 0.0311845 | val_loss: 0.0311827 | Time: 1891.78 ms
[2020-11-24 09:07:29	                main:581]	:	INFO	:	Epoch 47 | loss: 0.031184 | val_loss: 0.0311849 | Time: 1937.93 ms
[2020-11-24 09:07:31	                main:581]	:	INFO	:	Epoch 48 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 1814.86 ms
[2020-11-24 09:07:33	                main:581]	:	INFO	:	Epoch 49 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 1788.59 ms
[2020-11-24 09:07:35	                main:581]	:	INFO	:	Epoch 50 | loss: 0.0311825 | val_loss: 0.0311924 | Time: 1824.18 ms
[2020-11-24 09:07:36	                main:581]	:	INFO	:	Epoch 51 | loss: 0.0311821 | val_loss: 0.0311811 | Time: 1888.19 ms
[2020-11-24 09:07:38	                main:581]	:	INFO	:	Epoch 52 | loss: 0.03118 | val_loss: 0.0311836 | Time: 2037.36 ms
[2020-11-24 09:07:40	                main:581]	:	INFO	:	Epoch 53 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 1810.29 ms
[2020-11-24 09:07:42	                main:581]	:	INFO	:	Epoch 54 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 1634.37 ms
[2020-11-24 09:07:44	                main:581]	:	INFO	:	Epoch 55 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 1875.06 ms
[2020-11-24 09:07:45	                main:581]	:	INFO	:	Epoch 56 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 1721.31 ms
[2020-11-24 09:07:47	                main:581]	:	INFO	:	Epoch 57 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 1795.03 ms
[2020-11-24 09:07:49	                main:581]	:	INFO	:	Epoch 58 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1828.04 ms
[2020-11-24 09:07:51	                main:581]	:	INFO	:	Epoch 59 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 1688.58 ms
[2020-11-24 09:07:53	                main:581]	:	INFO	:	Epoch 60 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 2057.35 ms
[2020-11-24 09:07:55	                main:581]	:	INFO	:	Epoch 61 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 2060.81 ms
[2020-11-24 09:07:57	                main:581]	:	INFO	:	Epoch 62 | loss: 0.0311785 | val_loss: 0.0311902 | Time: 2023.89 ms
[2020-11-24 09:07:59	                main:581]	:	INFO	:	Epoch 63 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1931.28 ms
[2020-11-24 09:08:01	                main:581]	:	INFO	:	Epoch 64 | loss: 0.0311746 | val_loss: 0.0311842 | Time: 1771.69 ms
[2020-11-24 09:08:02	                main:581]	:	INFO	:	Epoch 65 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 1637.09 ms
[2020-11-24 09:08:04	                main:581]	:	INFO	:	Epoch 66 | loss: 0.031173 | val_loss: 0.031184 | Time: 1784.38 ms
[2020-11-24 09:08:06	                main:581]	:	INFO	:	Epoch 67 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 1818.2 ms
[2020-11-24 09:08:08	                main:581]	:	INFO	:	Epoch 68 | loss: 0.0311717 | val_loss: 0.0311887 | Time: 1801.43 ms
[2020-11-24 09:08:10	                main:581]	:	INFO	:	Epoch 69 | loss: 0.0311733 | val_loss: 0.0311821 | Time: 1914.56 ms
[2020-11-24 09:08:11	                main:581]	:	INFO	:	Epoch 70 | loss: 0.0311711 | val_loss: 0.0311844 | Time: 1905.82 ms
[2020-11-24 09:08:13	                main:581]	:	INFO	:	Epoch 71 | loss: 0.0311762 | val_loss: 0.031184 | Time: 1667.49 ms
[2020-11-24 09:08:15	                main:581]	:	INFO	:	Epoch 72 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 2039.71 ms
[2020-11-24 09:08:17	                main:581]	:	INFO	:	Epoch 73 | loss: 0.0311708 | val_loss: 0.0311807 | Time: 1739.93 ms
[2020-11-24 09:08:19	                main:581]	:	INFO	:	Epoch 74 | loss: 0.031173 | val_loss: 0.0311824 | Time: 1859.81 ms
[2020-11-24 09:08:21	                main:581]	:	INFO	:	Epoch 75 | loss: 0.0311688 | val_loss: 0.031183 | Time: 2020.47 ms
[2020-11-24 09:08:23	                main:581]	:	INFO	:	Epoch 76 | loss: 0.0311687 | val_loss: 0.0311825 | Time: 2019.79 ms
[2020-11-24 09:08:25	                main:581]	:	INFO	:	Epoch 77 | loss: 0.031168 | val_loss: 0.0311838 | Time: 1924.74 ms
[2020-11-24 09:08:27	                main:581]	:	INFO	:	Epoch 78 | loss: 0.0311669 | val_loss: 0.0311832 | Time: 1890.8 ms
[2020-11-24 09:08:28	                main:581]	:	INFO	:	Epoch 79 | loss: 0.0311666 | val_loss: 0.0311853 | Time: 1754.59 ms
[2020-11-24 09:08:30	                main:581]	:	INFO	:	Epoch 80 | loss: 0.031166 | val_loss: 0.0311818 | Time: 1743.39 ms
[2020-11-24 09:08:32	                main:581]	:	INFO	:	Epoch 81 | loss: 0.031167 | val_loss: 0.0311812 | Time: 1887.27 ms
[2020-11-24 09:08:34	                main:581]	:	INFO	:	Epoch 82 | loss: 0.0311649 | val_loss: 0.0311812 | Time: 2079.65 ms
[2020-11-24 09:08:36	                main:581]	:	INFO	:	Epoch 83 | loss: 0.0311648 | val_loss: 0.0311843 | Time: 2085.24 ms
[2020-11-24 09:08:38	                main:581]	:	INFO	:	Epoch 84 | loss: 0.0311662 | val_loss: 0.0311828 | Time: 2081.83 ms
[2020-11-24 09:08:40	                main:581]	:	INFO	:	Epoch 85 | loss: 0.031166 | val_loss: 0.0311828 | Time: 2089.28 ms
[2020-11-24 09:08:42	                main:581]	:	INFO	:	Epoch 86 | loss: 0.0311672 | val_loss: 0.0311835 | Time: 1852.51 ms
[2020-11-24 09:08:44	                main:581]	:	INFO	:	Epoch 87 | loss: 0.0311649 | val_loss: 0.0311831 | Time: 1821.72 ms
[2020-11-24 09:08:46	                main:581]	:	INFO	:	Epoch 88 | loss: 0.0311627 | val_loss: 0.0311904 | Time: 1836.69 ms
[2020-11-24 09:08:48	                main:581]	:	INFO	:	Epoch 89 | loss: 0.0311681 | val_loss: 0.0311914 | Time: 1778.98 ms
[2020-11-24 09:08:50	                main:581]	:	INFO	:	Epoch 90 | loss: 0.0311635 | val_loss: 0.0311828 | Time: 1826.84 ms
[2020-11-24 09:08:51	                main:581]	:	INFO	:	Epoch 91 | loss: 0.0311609 | val_loss: 0.0311844 | Time: 1950.47 ms
[2020-11-24 09:08:53	                main:581]	:	INFO	:	Epoch 92 | loss: 0.0311611 | val_loss: 0.0311844 | Time: 1763.11 ms
[2020-11-24 09:08:55	                main:581]	:	INFO	:	Epoch 93 | loss: 0.0311688 | val_loss: 0.0311864 | Time: 1823.09 ms
[2020-11-24 09:08:57	                main:581]	:	INFO	:	Epoch 94 | loss: 0.0311631 | val_loss: 0.0311852 | Time: 1956.44 ms
[2020-11-24 09:08:59	                main:581]	:	INFO	:	Epoch 95 | loss: 0.0311608 | val_loss: 0.0311877 | Time: 1786.63 ms
[2020-11-24 09:09:01	                main:581]	:	INFO	:	Epoch 96 | loss: 0.0311606 | val_loss: 0.0311926 | Time: 2019.17 ms
[2020-11-24 09:09:03	                main:581]	:	INFO	:	Epoch 97 | loss: 0.0311603 | val_loss: 0.0311863 | Time: 2013.57 ms
[2020-11-24 09:09:05	                main:581]	:	INFO	:	Epoch 98 | loss: 0.0311607 | val_loss: 0.0311919 | Time: 1941.14 ms
[2020-11-24 09:09:07	                main:581]	:	INFO	:	Epoch 99 | loss: 0.0311589 | val_loss: 0.0311878 | Time: 2009.6 ms
[2020-11-24 09:09:09	                main:581]	:	INFO	:	Epoch 100 | loss: 0.0311581 | val_loss: 0.0311869 | Time: 2055.74 ms
[2020-11-24 09:09:11	                main:581]	:	INFO	:	Epoch 101 | loss: 0.0311584 | val_loss: 0.0311894 | Time: 2010.72 ms
[2020-11-24 09:09:13	                main:581]	:	INFO	:	Epoch 102 | loss: 0.0311573 | val_loss: 0.0311912 | Time: 1739.61 ms
[2020-11-24 09:09:14	                main:581]	:	INFO	:	Epoch 103 | loss: 0.0311566 | val_loss: 0.0311872 | Time: 1782.96 ms
[2020-11-24 09:09:16	                main:581]	:	INFO	:	Epoch 104 | loss: 0.0311571 | val_loss: 0.0311905 | Time: 1840.72 ms
[2020-11-24 09:09:18	                main:581]	:	INFO	:	Epoch 105 | loss: 0.0311577 | val_loss: 0.0311902 | Time: 1865.03 ms
[2020-11-24 09:09:20	                main:581]	:	INFO	:	Epoch 106 | loss: 0.0311557 | val_loss: 0.031193 | Time: 1978.27 ms
[2020-11-24 09:09:22	                main:581]	:	INFO	:	Epoch 107 | loss: 0.0311549 | val_loss: 0.0311918 | Time: 1721.53 ms
[2020-11-24 09:09:24	                main:581]	:	INFO	:	Epoch 108 | loss: 0.0311541 | val_loss: 0.0311897 | Time: 1869 ms
[2020-11-24 09:09:26	                main:581]	:	INFO	:	Epoch 109 | loss: 0.0311561 | val_loss: 0.0311933 | Time: 1958.81 ms
[2020-11-24 09:09:27	                main:581]	:	INFO	:	Epoch 110 | loss: 0.0311537 | val_loss: 0.0311944 | Time: 1647.83 ms
[2020-11-24 09:09:29	                main:581]	:	INFO	:	Epoch 111 | loss: 0.0311534 | val_loss: 0.0311966 | Time: 1825.35 ms
[2020-11-24 09:09:31	                main:581]	:	INFO	:	Epoch 112 | loss: 0.0311533 | val_loss: 0.0311957 | Time: 2019.48 ms
[2020-11-24 09:09:33	                main:581]	:	INFO	:	Epoch 113 | loss: 0.0311524 | val_loss: 0.0311915 | Time: 1882.3 ms
[2020-11-24 09:09:35	                main:581]	:	INFO	:	Epoch 114 | loss: 0.0311517 | val_loss: 0.0311984 | Time: 1934.42 ms
[2020-11-24 09:09:37	                main:581]	:	INFO	:	Epoch 115 | loss: 0.0311521 | val_loss: 0.0311943 | Time: 1933.95 ms
[2020-11-24 09:09:39	                main:581]	:	INFO	:	Epoch 116 | loss: 0.0311513 | val_loss: 0.031194 | Time: 1825.2 ms
[2020-11-24 09:09:41	                main:581]	:	INFO	:	Epoch 117 | loss: 0.031151 | val_loss: 0.0311976 | Time: 1962.19 ms
[2020-11-24 09:09:42	                main:581]	:	INFO	:	Epoch 118 | loss: 0.0311531 | val_loss: 0.0311991 | Time: 1846.49 ms
[2020-11-24 09:09:44	                main:581]	:	INFO	:	Epoch 119 | loss: 0.0311507 | val_loss: 0.0311985 | Time: 1810.96 ms
[2020-11-24 09:09:46	                main:581]	:	INFO	:	Epoch 120 | loss: 0.0311549 | val_loss: 0.0311933 | Time: 1844.56 ms
[2020-11-24 09:09:48	                main:581]	:	INFO	:	Epoch 121 | loss: 0.0311513 | val_loss: 0.0311955 | Time: 2008.53 ms
[2020-11-24 09:09:50	                main:581]	:	INFO	:	Epoch 122 | loss: 0.0311522 | val_loss: 0.0311939 | Time: 1663.39 ms
[2020-11-24 09:09:52	                main:581]	:	INFO	:	Epoch 123 | loss: 0.0311497 | val_loss: 0.0311917 | Time: 1782.92 ms
[2020-11-24 09:09:54	                main:581]	:	INFO	:	Epoch 124 | loss: 0.0311483 | val_loss: 0.0311925 | Time: 1936.77 ms
[2020-11-24 09:09:56	                main:581]	:	INFO	:	Epoch 125 | loss: 0.0311518 | val_loss: 0.0311999 | Time: 2026.39 ms
[2020-11-24 09:09:58	                main:581]	:	INFO	:	Epoch 126 | loss: 0.0311508 | val_loss: 0.0312075 | Time: 2073.65 ms
[2020-11-24 09:10:00	                main:581]	:	INFO	:	Epoch 127 | loss: 0.0311529 | val_loss: 0.0311984 | Time: 2016.48 ms
[2020-11-24 09:10:01	                main:581]	:	INFO	:	Epoch 128 | loss: 0.0311468 | val_loss: 0.0311969 | Time: 1754.96 ms
[2020-11-24 09:10:01	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311969
[2020-11-24 09:10:01	                main:610]	:	INFO	:	Saving end state to config to file
[2020-11-24 09:10:01	                main:615]	:	INFO	:	Success, exiting..
09:10:01 (8119): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)