1 files changed, 37 insertions, 0 deletions
diff --git a/experiments/deep_sweep.sh b/experiments/deep_sweep.sh
new file mode 100644
index 0000000..15f41a4
--- /dev/null
+++ b/experiments/deep_sweep.sh
@@ -0,0 +1,37 @@
+#!/usr/bin/env bash
+# Deep, no-BN (residual) sweep to expose DFA failure vs SDIL.
+# Usage: bash deep_sweep.sh <dataset> "<depths>" <residual> <act> "<seeds>" <epochs> <tag> <gpu>
+set -u
+cd "$(dirname "$0")/.."
+PY=/home/yurenh2/miniconda3/envs/ep_pascal/bin/python3
+export OMP_NUM_THREADS=2
+DS="${1:-cifar10}"
+DEPTHS="${2:-5 10 20 30}"
+RES="${3:-1}"
+ACT="${4:-tanh}"
+SEEDS="${5:-0}"
+EP="${6:-25}"
+PFX="${7:-deep}"
+OUT=results
+LOGS=logs/deep
+mkdir -p "$OUT" "$LOGS"
+PROG="$LOGS/progress.txt"
+echo "=== deep sweep start $(date) ds=$DS depths=[$DEPTHS] res=$RES act=$ACT seeds=[$SEEDS] ep=$EP ===" >> "$PROG"
+
+run () {
+  local tag="$1"; shift
+  if [ -f "$OUT/$tag.json" ]; then echo "skip $tag" >> "$PROG"; return; fi
+  echo ">>> $tag $(date +%H:%M:%S)" >> "$PROG"
+  $PY experiments/run.py --tag "$tag" --outdir "$OUT" "$@" > "$LOGS/$tag.log" 2>&1 \
+     && grep -h DONE "$LOGS/$tag.log" >> "$PROG" || echo "FAIL $tag" >> "$PROG"
+}
+
+for s in $SEEDS; do
+  for d in $DEPTHS; do
+    for m in bp dfa sdil; do
+      run "${PFX}_${DS}_${m}_d${d}_s${s}" --mode $m --dataset $DS --depth $d --width 256 \
+          --act $ACT --residual $RES --epochs $EP --seed $s --pert_ndirs 8 --eta 0.03
+    done
+  done
+done
+echo "=== deep sweep done $(date) ===" >> "$PROG"