From 19ee56dfc62f3dd4025cb8f01484408d36a9c54d Mon Sep 17 00:00:00 2001
From: Stephan Hilb <stephan@ecshi.net>
Date: Wed, 18 Aug 2021 11:47:45 +0200
Subject: [PATCH] use seeded rng for reproducability
---
scripts/run_experiments.jl | 13 ++++++++++---
1 file changed, 10 insertions(+), 3 deletions(-)
diff --git a/scripts/run_experiments.jl b/scripts/run_experiments.jl
index e78258c..1b31e0b 100644
--- a/scripts/run_experiments.jl
+++ b/scripts/run_experiments.jl
@@ -210,7 +210,9 @@ function experiment_convergence_test(ctx)
#noise_σ = 0.1
- #f = clamp.(fo .+ noise_σ * randn(Float64, size(fo)), 0., 1.)
+ #seed = 42
+ #rng = MersenneTwister(seed)
+ #f = clamp.(fo .+ noise_σ * randn(rng, Float64, size(fo)), 0., 1.)
#saveimg(joinpath(ctx.outdir, "input_noisy.png"), f)
#prob = DenoiseProblem(f; λ, β)
@@ -386,7 +388,9 @@ function experiment_convergence_denoising(ctx)
noise_σ = 0.1
- f = clamp.(fo .+ noise_σ * randn(Float64, size(fo)), 0., 1.)
+ seed = 42
+ rng = MersenneTwister(seed)
+ f = clamp.(fo .+ noise_σ * randn(rng, Float64, size(fo)), 0., 1.)
saveimg(joinpath(ctx.outdir, "input_noisy.png"), f)
prob = DenoiseProblem(f; λ, β)
@@ -411,7 +415,10 @@ function experiment_convergence_inpainting(ctx)
M = (2,2)
overlap = (5,5)
- f_mask = rand(Float64, size(fo)) .> 0.5
+
+ seed = 42
+ rng = MersenneTwister(seed)
+ f_mask = rand(rng, Float64, size(fo)) .> 0.5
prob = InpaintProblem(fo, f_mask; λ, β)
saveimg(joinpath(ctx.outdir, "input_mask.png"), f_mask)
--
GitLab