From 6093fe5eb453947154fe39ddb75740f09eb306ef Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Tue, 21 Jul 2026 07:34:09 -0500
Subject: feat: add paper-faithful local learning baselines

---
 experiments/baseline_sweep.sh | 37 +++++++++++++++++++++++++++++++++++++
 1 file changed, 37 insertions(+)
 create mode 100755 experiments/baseline_sweep.sh

(limited to 'experiments/baseline_sweep.sh')

diff --git a/experiments/baseline_sweep.sh b/experiments/baseline_sweep.sh
new file mode 100755
index 0000000..bd3ff7b
--- /dev/null
+++ b/experiments/baseline_sweep.sh
@@ -0,0 +1,37 @@
+#!/usr/bin/env bash
+# Run canonical non-backprop baselines. Method-specific knobs can be appended.
+# Usage: baseline_sweep.sh <gpu> "<methods>" "<seeds>" <dataset> <depth> <width> <epochs> <prefix> [extra args...]
+set -eu
+
+cd "$(dirname "$0")/.."
+PY=/home/yurenh2/miniconda3/envs/ep_pascal/bin/python3
+GPU="${1:?GPU index required}"
+METHODS="${2:-fa pepita ff ep}"
+SEEDS="${3:-0}"
+DATASET="${4:-mnist}"
+DEPTH="${5:-2}"
+WIDTH="${6:-500}"
+EPOCHS="${7:-10}"
+PREFIX="${8:-canonical}"
+shift 8 || true
+
+export CUDA_VISIBLE_DEVICES="$GPU"
+export OMP_NUM_THREADS=2
+mkdir -p results logs/baselines
+
+for seed in $SEEDS; do
+  for method in $METHODS; do
+    tag="${PREFIX}_${DATASET}_${method}_w${WIDTH}_d${DEPTH}_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"
+    "$PY" experiments/baseline_run.py --method "$method" --dataset "$DATASET" \
+      --depth "$DEPTH" --width "$WIDTH" --epochs "$EPOCHS" --seed "$seed" \
+      --tag "$tag" --outdir results "$@" > "$log" 2>&1
+    grep -h DONE "$log"
+  done
+done
-- 
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