config_medium.yml

objective:
  - TV1D[data_fit=quad,delta=0,reg=[0.5, 0.1]]
  - TV1D[data_fit=huber,delta=0.9,reg=[0.5, 0.1]]
dataset:
  - Simulated[n_samples=400,n_features=250,type_A=conv,type_x=sin, type_n=[gaussian, laplace]]
  - Simulated[n_samples=400,n_features=250,type_A=conv,type_x=block, type_n=[gaussian, laplace]]
  - Simulated[n_samples=400,n_features=400,type_A=random,type_x=sin, type_n=[gaussian, laplace]]
  - Simulated[n_samples=400,n_features=400,type_A=random,type_x=block, type_n=[gaussian, laplace]]
solver:
  - ADMM analysis[gamma=25.0,update_pen=False]
  - Celer synthesis
  - Chambolle-Pock PD-split analysis[ratio=1.0,theta=1.0]
  - CondatVu analysis[eta=1.0,ratio=1.0]
  - Dual PGD analysis[alpha=1.0,use_acceleration=False]
  - Dual PGD analysis[alpha=1.0,use_acceleration=True]
  - FP synthesis[alpha=1.9,use_acceleration=False]
  - FP synthesis[alpha=1.9,use_acceleration=True]
  - Primal PGD analysis[alpha=1.0,use_acceleration=False]
  - Primal PGD analysis[alpha=1.0,use_acceleration=True]
  - Primal PGD synthesis*[alpha=1.0,use_acceleration=True]
  - Primal PGD synthesis*[alpha=1.9,use_acceleration=False]
  - skglm synthesis
n-repetitions: 5
timeout: 6000
max-runs: 200

output: tv1d