Benchopt
Dataset:
Simulated[n_features=20,n_samples=100]
Objective:
Graphical Lasso[lmbd=0.5]
Graphical Lasso[lmbd=0.1]
Graphical Lasso[lmbd=0.05]
Objective metrics
objective_value
objective_support_size
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
Benchopt
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Dataset:
Simulated[n_features=20,n_samples=100]
Objective:
Graphical Lasso[lmbd=0.5]
Graphical Lasso[lmbd=0.1]
Graphical Lasso[lmbd=0.05]
Objective column
objective_value
objective_support_size
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
Result on glasso benchmark
CPU : 20
RAM (GB) : 31
CUDA : NVIDIA T600 Laptop GPU: cuda_12.0
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Solvers
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System information
CPU
: 20
RAM (GB)
: 31
CUDA
: NVIDIA T600 Laptop GPU: cuda_12.0
platform
: Linux5.15.0-83-generic-x86_64
processor
: 12th Gen Intel(R) Core(TM) i7-12700H
nb threads
: 2
numpy
: 1.25.2
scipy
: 1.11.2
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