From 1a22a99a5ebc857ae5a5270ffddacce6aa1386d8 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Wed, 22 Jul 2026 02:15:37 -0500
Subject: experiments: predeclare low-query calibration screen

---
 experiments/query_budget_validation_sweep.sh | 40 ++++++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100755 experiments/query_budget_validation_sweep.sh

(limited to 'experiments/query_budget_validation_sweep.sh')

diff --git a/experiments/query_budget_validation_sweep.sh b/experiments/query_budget_validation_sweep.sh
new file mode 100755
index 0000000..b91386f
--- /dev/null
+++ b/experiments/query_budget_validation_sweep.sh
@@ -0,0 +1,40 @@
+#!/usr/bin/env bash
+# Validation-only screen for amortized calibration query budgets.
+# Usage: query_budget_validation_sweep.sh <gpu> "<mode:k:every> ..." [seeds]
+# Example: query_budget_validation_sweep.sh 5 "sdil:16:4 sdil:1:4" 0
+set -eu
+
+cd "$(dirname "$0")/.."
+GPU="${1:?GPU index required}"
+SPECS="${2:?space-separated mode:k:every specs required}"
+SEEDS="${3:-0}"
+PYTHON="${PYTHON:-/home/yurenh2/miniconda3/envs/ep_pascal/bin/python3}"
+
+for seed in $SEEDS; do
+  for spec in $SPECS; do
+    IFS=: read -r mode ndirs every <<EOF
+$spec
+EOF
+    if [ "$mode" = dfa ]; then
+      tag="query_dev_v1_cifar10_d20_dfa_s${seed}"
+    else
+      tag="query_dev_v1_cifar10_d20_k${ndirs}_e${every}_s${seed}"
+    fi
+    out="results/${tag}.json"
+    if [ -s "$out" ]; then
+      echo "[$tag] exists; skipping"
+      continue
+    fi
+    CUDA_VISIBLE_DEVICES="$GPU" "$PYTHON" experiments/run.py \
+      --mode "$mode" --dataset cifar10 --device cuda \
+      --depth 20 --width 64 --residual 1 --act tanh \
+      --epochs 5 --batch_size 128 --eta 0.05 --momentum 0.9 \
+      --eta_A 0.02 --pert_sigma 0.01 --pert_ndirs "$ndirs" \
+      --pert_every "$every" --pert_mode simultaneous \
+      --traffic_mode none --nuis_rho 0 --use_residual 0 \
+      --learn_A 1 --learn_P 0 --p_warmup_steps 0 \
+      --val_examples 5000 --split_seed 2027 --eval_split validation \
+      --diagnostics none --eval_every 0 --seed "$seed" \
+      --log_every 100000 --tag "$tag"
+  done
+done
-- 
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