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dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
objective_column
objective_PSNR
objective_PSNR_std
objective_NIQE
objective_NIQE_std
objective_runtime
objective_runtime_std
X_axis
Time
Iteration
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
objective_column
objective_PSNR
objective_PSNR_std
objective_NIQE
objective_NIQE_std
objective_runtime
objective_runtime_std
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
objective_column
objective_PSNR
objective_PSNR_std
objective_NIQE
objective_NIQE_std
objective_runtime
objective_runtime_std
X_axis
Solver
Iteration
Y_axis
Time
Objective Metric
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
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Chart type
objective_curve
bar_chart
boxplot
table
Scale
linear
semilog-y
semilog-x
loglog
log
Quantiles
Suboptimal Curve
Relative Curve
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
objective_column
objective_PSNR
objective_PSNR_std
objective_NIQE
objective_NIQE_std
objective_runtime
objective_runtime_std
X_axis
Time
Iteration
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
objective_column
objective_PSNR
objective_PSNR_std
objective_NIQE
objective_NIQE_std
objective_runtime
objective_runtime_std
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
objective_column
objective_PSNR
objective_PSNR_std
objective_NIQE
objective_NIQE_std
objective_runtime
objective_runtime_std
X_axis
Solver
Iteration
Y_axis
Time
Objective Metric
dataset
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
objective
DIV2K Gaussian Deblurring
Save as view
Result on benchmarks benchmark
CPU : 32
RAM (GB) : 63
CUDA : NVIDIA GeForce RTX 4090: cuda_12.4
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System information
CPU
: 32
RAM (GB)
: 63
CUDA
: NVIDIA GeForce RTX 4090: cuda_12.4
platform
: Linux6.12.43+deb13-amd64-x86_64
processor
: AMD Ryzen Threadripper 1950X 16-Core Processor
numpy
: 2.0.1
scipy
: 1.16.2
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