DR-GD

This represitory is an implementation of the submission: "Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting"

Dependencies

python=3.9.19
pytorch=2.2.2
gurobi=11.0.3
scs=3.2.4
osqp=0.6.3

Experiments

To generate instances, run the codes in the datasets folder. For example, for simple(rhs), run:

python datasets/simple_rhs/make_dataset_perturb_gz.py

For training, run the following command with specification for the problem type and problem:

python train.py --probType simple_rhs_1000 --simpleEx 440

python train.py --probType simple --simpleVar 1000 --simpleEx 440

For testing, run the following command

python test.py --probType simple_rhs_1000 --simpleEx 100