From ffc4ad3a7eb5313a39474b5dba1f2acf7c399665 Mon Sep 17 00:00:00 2001
From: Pat Alt <55311242+pat-alt@users.noreply.github.com>
Date: Fri, 28 Apr 2023 12:32:46 +0200
Subject: [PATCH] mnist benchmark

---
 artifacts/results/images/mnist_eccco.png      | Bin 24812 -> 22032 bytes
 .../results/images/mnist_eccco_benchmark.png  | Bin 22703 -> 23058 bytes
 artifacts/results/mnist_vae.jls               | Bin 1003702 -> 1003702 bytes
 artifacts/results/mnist_vae_weak.jls          | Bin 199710 -> 199710 bytes
 notebooks/mnist.qmd                           |   5 +++--
 paper/paper.pdf                               | Bin 385207 -> 383819 bytes
 src/penalties.jl                              |   4 ++--
 7 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/artifacts/results/images/mnist_eccco.png b/artifacts/results/images/mnist_eccco.png
index e1a9d1ced77de0967ab201950f7c9a07317c183d..6670bc2859abf0b1203839b395f242bafd870637 100644
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C+~}<U

diff --git a/artifacts/results/mnist_vae.jls b/artifacts/results/mnist_vae.jls
index 93409644f8fdc0c48c85e12c72288c9d285443f4..0d7f33df172d6addc14b3b86d77b6aeef377b66d 100644
GIT binary patch
delta 101
zcmdnC(01EG+lCg#7N!>F7M3lnaWdP_uIEdV+Wztk-@WkmI2l$TW&>h&Am-Q}C&Oue
xa=XE4zMYKQr#|ImWZbTQiVsL0SK)uB-9GghClGT1F*gwNY@hm!*Zd@-F97A&D7gRt

delta 101
zcmdnC(01EG+lCg#7N!>F7M3lnaWd`m`dERO4T#x+m}C3AK2GzK+xsH97#Z8^+qr<4
x8;E&;n0I@9JD=If?Xfbf$x_?<qkt;5Uk&Hl$+-Q18SB09?GvK8-f1)X0s#K-C!GKQ

diff --git a/artifacts/results/mnist_vae_weak.jls b/artifacts/results/mnist_vae_weak.jls
index 95053840467a78ebab6998e996a42fdcca25bc42..b297bd7255683243eb19f6ba6d2cd3c9019d689f 100644
GIT binary patch
delta 59
zcmbO?gJ<3ho`x-qb*$6H{xBA{i~eKWF8Yt@2Jdvgzl_JH*Re7dPWS%}WWD8PHrW1-
Pl`-+_^!7iD#~6J9@2VMf

delta 59
zcmV-B0L1^Em<*nn41lx&eg&6~6asO#_Z0$Q^_Tw?0>_tr1p#rFR|^Bim&OwU$cOI*
R0k`i30@w|g#uWlE0Zq}F7XAPL

diff --git a/notebooks/mnist.qmd b/notebooks/mnist.qmd
index cbb32310..c1fb622c 100644
--- a/notebooks/mnist.qmd
+++ b/notebooks/mnist.qmd
@@ -520,7 +520,8 @@ bmk = benchmark(
     generators=generator_dict, 
     measure=measures,
     suppress_training=true, dataname="MNIST",
-    n_individuals=100,
+    n_individuals=5,
+    factual=0, target=1,
     initialization=:identity,
 )
 
@@ -533,6 +534,6 @@ Serialization.serialize(joinpath(output_path, "mnist_benchmark.jls"), bmk)
     @group_by(dataname, generator, model, variable)
     @summarize(mean=mean(value),sd=std(value))
     @ungroup
-    @filter(variable == "distance_from_targets")
+    @filter(variable == "distance_from_energy")
 end
 ```
\ No newline at end of file
diff --git a/paper/paper.pdf b/paper/paper.pdf
index 661c91d583d80ffd8c84daf9afdd5d5f7c4f5ede..4444c69eb76435de66017be4153aaa16f3728b2b 100644
GIT binary patch
delta 19397
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diff --git a/src/penalties.jl b/src/penalties.jl
index 820b2f3b..3afe195f 100644
--- a/src/penalties.jl
+++ b/src/penalties.jl
@@ -38,7 +38,7 @@ end
 
 function distance_from_energy(
     ce::AbstractCounterfactualExplanation;
-    n::Int=10, niter=60, from_buffer=true, agg=mean, kwargs...
+    n::Int=10, niter=100, from_buffer=true, agg=mean, kwargs...
 )
     conditional_samples = []
     ignore_derivatives() do
@@ -64,7 +64,7 @@ end
 
 function distance_from_targets(
     ce::AbstractCounterfactualExplanation;
-    n::Int=100, agg=mean
+    n::Int=1000, agg=mean
 )
     target_idx = ce.data.output_encoder.labels .== ce.target
     target_samples = ce.data.X[:,target_idx] |>
-- 
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