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#!/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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