Add run_clean_sparsity.sh: shell runner for independent-process sparsity

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

1 files changed, 50 insertions, 0 deletions

diff --git a/run_clean_sparsity.sh b/run_clean_sparsity.sh
new file mode 100755
index 0000000..3737013
--- /dev/null
+++ b/run_clean_sparsity.sh
@@ -0,0 +1,50 @@
+#!/bin/bash
+# Run full clean sparsity analysis — each method+seed in independent Python process
+# GPU 1 only (CUDA_VISIBLE_DEVICES=1)
+set -e
+cd /home/yurenh2/fa
+export CUDA_VISIBLE_DEVICES=1
+mkdir -p results/confirmatory/clean_sparsity
+
+CIFAR_SEEDS="42 123 456 789 1024 2048"
+CIFAR_METHODS="bp dfa state_bridge credit_bridge"
+
+SYNTH_SEEDS="42 123 456 789 1024 2048"
+SYNTH_METHODS="bp dfa state_bridge credit_bridge"
+SYNTH_ALPHAS="0.0 0.5 1.0"
+SYNTH_DEPTHS="4 8"
+
+echo "=== CIFAR SPARSITY ($(echo $CIFAR_SEEDS | wc -w) seeds × $(echo $CIFAR_METHODS | wc -w) methods) ==="
+count=0
+total=$(($(echo $CIFAR_SEEDS | wc -w) * $(echo $CIFAR_METHODS | wc -w)))
+for method in $CIFAR_METHODS; do
+    for seed in $CIFAR_SEEDS; do
+        count=$((count + 1))
+        echo "[$count/$total] CIFAR $method s=$seed"
+        python experiments/clean_sparsity_full.py --dataset cifar --method $method --seed $seed --gpu 0 --output_dir results/confirmatory/clean_sparsity
+    done
+done
+echo "=== CIFAR DONE ==="
+
+echo ""
+echo "=== SYNTHETIC SPARSITY ==="
+count=0
+total=$(($(echo $SYNTH_SEEDS | wc -w) * $(echo $SYNTH_METHODS | wc -w) * $(echo $SYNTH_ALPHAS | wc -w) * $(echo $SYNTH_DEPTHS | wc -w)))
+for alpha in $SYNTH_ALPHAS; do
+    for depth in $SYNTH_DEPTHS; do
+        for method in $SYNTH_METHODS; do
+            for seed in $SYNTH_SEEDS; do
+                count=$((count + 1))
+                ckpt="results/confirmatory/checkpoints_A1/a${alpha}_L${depth}_${method}_s${seed}.pt"
+                if [ ! -f "$ckpt" ]; then
+                    echo "[$count/$total] SKIP $ckpt"
+                    continue
+                fi
+                echo "[$count/$total] synth a=$alpha L=$depth $method s=$seed"
+                python experiments/clean_sparsity_full.py --dataset synth --method $method --seed $seed --alpha $alpha --depth $depth --gpu 0 --output_dir results/confirmatory/clean_sparsity
+            done
+        done
+    done
+done
+echo "=== SYNTHETIC DONE ==="
+echo "=== ALL CLEAN SPARSITY DONE ==="