exp: freeze Dillavou EP development screen

1 files changed, 60 insertions, 0 deletions

diff --git a/experiments/rain_ep_dillavou_s0.sh b/experiments/rain_ep_dillavou_s0.sh
new file mode 100755
index 0000000..5aa7743
--- /dev/null
+++ b/experiments/rain_ep_dillavou_s0.sh
@@ -0,0 +1,60 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT=/home/yurenh2/sdil
+AUTHOR=/scratch/yurenh2/energy-based-learning
+PYTHON=/scratch/yurenh2/venvs/burstccn/bin/python
+OUT="$ROOT/results/ep_bias/dillavou_s0"
+mkdir -p "$OUT"
+cd "$AUTHOR"
+
+run_cell() {
+  local gpu=$1
+  local tag=$2
+  local beta_policy=$3
+  local mode=$4
+  local bias_ratio=$5
+  CUDA_VISIBLE_DEVICES="$gpu" "$PYTHON" \
+    "$ROOT/experiments/rain_ep_bias_train.py" \
+    --author-root "$AUTHOR" --device cuda \
+    --adapter dillavou --network-protocol comparative32 \
+    --beta-policy "$beta_policy" --beta-value 0.25 \
+    --mode "$mode" --bias-ratio "$bias_ratio" \
+    --dillavou-drift-ratio 0 --predictor-rate 1 \
+    --neutral-cadence 1 --epochs 1 --schedule-epochs 100 \
+    --train-limit 10000 --test-limit 2000 --batch-size 100 \
+    --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 fixed_positive clean 0 &
+run_cell 1 pep_raw_0003 fixed_positive raw 0.003 &
+run_cell 2 pep_raw_001 fixed_positive raw 0.01 &
+run_cell 3 pep_raw_003 fixed_positive raw 0.03 &
+run_cell 4 pep_raw_01 fixed_positive raw 0.1 &
+run_cell 5 random_raw_003 random_sign raw 0.03 &
+run_cell 6 centered_raw_003 centered raw 0.03 &
+run_cell 7 pep_sdil_003 fixed_positive innovation 0.03 &
+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")):
+    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