Application of DSC framework to Bayesian linear models.
The first version of this benchmark was adapted from [1] which was initially developed under DSCR framework. To run this benchmark you need to install the Python (minimum version required is 3.6) program dsc:
pip install dsc
If you run into issues with the installation please find more information on the DSC installation guide.
To run only one replicate with 8 CPU threads,
$ dsc blm.dsc -c 8
INFO: DSC script exported to dsc_blm.html
INFO: Constructing DSC from blm.dsc ...
INFO: Building execution graph & running DSC ...
DSC: 100%|██████████████████████████████| 10/10 [00:46<00:00, 5.83s/it]
INFO: Building DSC database ...
INFO: DSC complete!
INFO: Elapsed time 57.421 seconds.
To run with many replicates,
dsc blm.dsc -c 8 --replicate 100
- Developed by Xiang Zhu and Gao Wang
- Maintained by Peter Carbonetto and Gao Wang
- Supported by Stephens Lab