Benchopt
Dataset:
Simulated[n_features=80,n_samples=100,rho=0.3]
Simulated[n_features=500,n_samples=100,rho=0.3]
Objective:
Lasso Regression[fit_intercept=False,reg=0.1]
Lasso Regression[fit_intercept=False,reg=0.01]
Lasso Regression[fit_intercept=False,reg=0.001]
Objective column
objective_value
objective_support_size
objective_duality_gap
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
Quantiles
Benchopt
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Dataset:
Simulated[n_features=80,n_samples=100,rho=0.3]
Simulated[n_features=500,n_samples=100,rho=0.3]
Objective:
Lasso Regression[fit_intercept=False,reg=0.1]
Lasso Regression[fit_intercept=False,reg=0.01]
Lasso Regression[fit_intercept=False,reg=0.001]
Objective column
objective_value
objective_support_size
objective_duality_gap
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
Quantiles
Result on lasso benchmark
CPU : 20
RAM (GB) : 31
CUDA : NVIDIA T600 Laptop GPU: cuda_11.6
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Solvers
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System information
CPU
: 20
RAM (GB)
: 31
CUDA
: NVIDIA T600 Laptop GPU: cuda_11.6
platform
: Linux5.14.0-1054-oem-x86_64
processor
: 12th Gen Intel(R) Core(TM) i7-12700H
numpy
: 1.23.4
scipy
: 1.9.3
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