diff --git a/experiments/jobscripts/tuning/generators/innovation/circles.sh b/experiments/jobscripts/tuning/generators/innovation/circles.sh
new file mode 100644
index 0000000000000000000000000000000000000000..4c1091ce18fe4c48f8726c8bd518547467e870e0
--- /dev/null
+++ b/experiments/jobscripts/tuning/generators/innovation/circles.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+#SBATCH --job-name="Grid-search Circles (ECCCo)"
+#SBATCH --time=6:00:00
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=compute
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=circles output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_circles.log
diff --git a/experiments/jobscripts/tuning/generators/innovation/german_credit.sh b/experiments/jobscripts/tuning/generators/innovation/german_credit.sh
new file mode 100644
index 0000000000000000000000000000000000000000..8644905691e1dab70421de064226a2a27dad9a74
--- /dev/null
+++ b/experiments/jobscripts/tuning/generators/innovation/german_credit.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+#SBATCH --job-name="Grid-search German Credit (ECCCo)"
+#SBATCH --time=08:00:00
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=compute
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=german_credit output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_german_credit.log
\ No newline at end of file
diff --git a/experiments/mnist.jl b/experiments/mnist.jl
index e48bbcfba6fb556823b93502f569b1dd6cdbfc28..5f6e8a25be1665ec95cb8d05805cb3d0b7453675 100644
--- a/experiments/mnist.jl
+++ b/experiments/mnist.jl
@@ -29,7 +29,7 @@ ce_measures = [CE_MEASURES..., ECCCo.distance_from_energy_cosine, ECCCo.distance
 
 # Parameter choices:
 params = (
-    n_individuals=N_IND_SPECIFIED ? N_IND : 100,
+    n_individuals=N_IND_SPECIFIED ? N_IND : 50,
     builder=default_builder(n_hidden=128, n_layers=1, activation=Flux.swish),
     𝒟x=Uniform(-1.0, 1.0),
     α=[1.0, 1.0, 1e-2],