From 66dc2d38ad8187e111843b911d29b9fc23283aa0 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Thu, 28 May 2026 23:19:05 -0500
Subject: Add trajectory ensemble validation

---
 scripts/README.md | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

(limited to 'scripts/README.md')

diff --git a/scripts/README.md b/scripts/README.md
index 2d7a34c..37dc68b 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -134,3 +134,28 @@ Outputs are written under `outputs/trajectory_mlp_fa/`:
 - `trajectories.csv`
 - `layer_metrics.csv`
 - diagnostic plots when `--plot` is set.
+
+## Synthetic Trajectory Ensemble
+
+Run:
+
+```bash
+python scripts/trajectory_ensemble.py --architectures 16,16 24,24 32,32 48,48 24,24,24 --samples 256 --steps 200 --lr 0.02 --eval-every 20 --feedback-runs 40 --data-seed 20 --init-seed 30 --feedback-seed-start 1000 --plot
+```
+
+This runs one BP baseline and many FA feedback seeds for each architecture,
+then aggregates:
+
+- final FA/BP loss gap;
+- full and hidden-only gradient cosine;
+- initial and final \(Q_l\) means;
+- initial and final log-volume capacity cost;
+- within-architecture and pooled correlations.
+
+Outputs are written under `outputs/trajectory_ensemble/`:
+
+- `run_summary.csv`
+- `architecture_summary.csv`
+- `correlations.csv`
+- `trajectories.csv`
+- diagnostic plots when `--plot` is set.
-- 
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