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config_medium.yml
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config_medium.yml
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objective:
- TV2D[data_fit=lsq,delta=0.0,isotropy=anisotropic,reg=0.02]
- TV2D[data_fit=huber,delta=0.9,isotropy=anisotropic,reg=0.02]
- TV2D[data_fit=lsq,delta=0.0,isotropy=isotropic,reg=0.02]
- TV2D[data_fit=huber,delta=0.9,isotropy=isotropic,reg=0.02]
dataset:
- Cartoon[size_blur=27,std_blur=2.0,std_noise=0.02,subsampling=10,type_A=deblurring,type_n=[gaussian, laplace]]
- Cartoon[size_blur=27,std_blur=2.0,std_noise=0.3,subsampling=10,type_A=denoising,type_n=[gaussian, laplace]]
solver:
- ADMM[gamma=0.1]
- Chambolle-Pock PD-split[eta=1.0,ratio=10.0]
- CondatVu[eta=1.0,ratio=1.0]
- Dual PGD analysis[alpha=1.0,ratio=10.0,use_acceleration=True]
- Primal PGD[prox_tv_method=dr,use_acceleration=True]
- Primal PGD[prox_tv_method=pd,use_acceleration=True]
# - Primal PGD[prox_tv_method=yang,use_acceleration=True]
- Primal PGD[prox_tv_method=condat,use_acceleration=True]
- Primal PGD[prox_tv_method=chambolle-pock,use_acceleration=True]
- Primal PGD[prox_tv_method=kolmogorov,use_acceleration=True]
# - sporco
n-repetitions: 1
timeout: 2000
max-runs: 500