From 65f617eaf07a87c84475ad0010dea844422163e1 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Fri, 7 Aug 2026 13:18:15 -0500
Subject: feat: transfer released physical drift profile to Rain EP

---
 experiments/rain_ep_released_profile_r0.sh | 63 ++++++++++++++++++++++++++++++
 1 file changed, 63 insertions(+)
 create mode 100755 experiments/rain_ep_released_profile_r0.sh

(limited to 'experiments/rain_ep_released_profile_r0.sh')

diff --git a/experiments/rain_ep_released_profile_r0.sh b/experiments/rain_ep_released_profile_r0.sh
new file mode 100755
index 0000000..7529fc5
--- /dev/null
+++ b/experiments/rain_ep_released_profile_r0.sh
@@ -0,0 +1,63 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT=/home/yurenh2/sdil
+AUTHOR=/scratch/yurenh2/energy-based-learning
+PYTHON=/scratch/yurenh2/venvs/burstccn/bin/python
+PROFILE="$ROOT/results/physical_bias/p0_state_dependence.json"
+OUT="$ROOT/results/ep_bias/released_profile_r0"
+mkdir -p "$OUT"
+cd "$AUTHOR"
+
+run_cell() {
+  local gpu=$1
+  local tag=$2
+  local mode=$3
+  local cadence=$4
+  CUBLAS_WORKSPACE_CONFIG=:4096:8 CUDA_VISIBLE_DEVICES="$gpu" "$PYTHON" \
+    "$ROOT/experiments/rain_ep_bias_train.py" \
+    --author-root "$AUTHOR" --device cuda \
+    --adapter dillavou --network-protocol comparative32 \
+    --beta-policy fixed_positive --beta-value 0.25 \
+    --mode "$mode" --bias-ratio 1 \
+    --dillavou-drift-ratio 0 --dillavou-profile-json "$PROFILE" \
+    --predictor-rate 1 --dillavou-calibration-steps 1 \
+    --neutral-cadence "$cadence" --epochs 1 --schedule-epochs 100 \
+    --train-limit 10000 --test-limit 2000 --batch-size 128 \
+    --training-iterations 15 --inference-iterations 60 \
+    --evaluation-split train_holdout --data-seed 6200 \
+    --seed 1988 --beta-seed 7100 --deterministic \
+    --output "$OUT/$tag.json" > "$OUT/$tag.log" 2>&1
+}
+
+run_cell 0 pep_clean clean 0 &
+run_cell 1 profile_raw raw 0 &
+run_cell 2 intercept_initial constant 0 &
+run_cell 3 sdil_initial innovation 0 &
+run_cell 4 intercept_c10 constant 10 &
+run_cell 5 sdil_c10 innovation 10 &
+run_cell 6 intercept_c50 constant 50 &
+run_cell 7 sdil_c50 innovation 50 &
+wait
+
+"$PYTHON" - "$OUT" <<'PY'
+import json
+from pathlib import Path
+import sys
+
+root = Path(sys.argv[1])
+summary = {}
+for path in sorted(root.glob("*.json")):
+    if path.name == "summary.json":
+        continue
+    report = json.loads(path.read_text())
+    summary[path.stem] = {
+        "test_accuracy": report["final"]["test_accuracy"],
+        "test_cost": report["final"]["test_cost"],
+        "finite": report["final"]["finite"],
+        "wall_seconds": report["final"]["wall_seconds"],
+        "corrector": report["final"]["corrector"],
+    }
+(root / "summary.json").write_text(json.dumps(summary, indent=2) + "\n")
+print(json.dumps(summary, indent=2))
+PY
-- 
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