From d6a00aab979a50394cd4d5423f7304bb7819ce25 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Tue, 21 Jul 2026 08:26:40 -0500
Subject: fix: match published baseline protocols

---
 experiments/ep_original_sweep.sh | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)
 create mode 100755 experiments/ep_original_sweep.sh

(limited to 'experiments/ep_original_sweep.sh')

diff --git a/experiments/ep_original_sweep.sh b/experiments/ep_original_sweep.sh
new file mode 100755
index 0000000..9bb5947
--- /dev/null
+++ b/experiments/ep_original_sweep.sh
@@ -0,0 +1,32 @@
+#!/usr/bin/env bash
+# Scellier & Bengio (2017) one-hidden-layer MNIST protocol, adapted only to
+# evaluate on the standard 10k test split. Persistent particles use the fixed
+# first 50k training examples, matching the author's training-set size.
+# Usage: ep_original_sweep.sh <gpu> "<seeds>" [prefix]
+set -eu
+
+cd "$(dirname "$0")/.."
+PY=/home/yurenh2/miniconda3/envs/ep_pascal/bin/python3
+GPU="${1:?GPU index required}"
+SEEDS="${2:-0}"
+PREFIX="${3:-ep_original_v2}"
+
+export CUDA_VISIBLE_DEVICES="$GPU"
+export OMP_NUM_THREADS=2
+mkdir -p results logs/baselines
+
+for seed in $SEEDS; do
+  tag="${PREFIX}_mnist_ep_w500_d1_s${seed}"
+  result="results/${tag}.json"
+  log="logs/baselines/${tag}.log"
+  if [[ -f "$result" ]]; then
+    echo "skip $tag (result exists)"
+    continue
+  fi
+  echo ">>> $tag $(date --iso-8601=seconds) gpu=$GPU"
+  "$PY" experiments/baseline_run.py \
+    --method ep --dataset mnist --depth 1 --width 500 --epochs 25 \
+    --batch_size 20 --train_examples 50000 --ep_persistent 1 \
+    --seed "$seed" --tag "$tag" --outdir results > "$log" 2>&1
+  grep -h DONE "$log"
+done
-- 
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