From 8a5c1045a43b1f91fd46b2fcc044b032cb14718c Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 13:58:30 -0500 Subject: protocol: implement residual mirror full gate --- experiments/residual_mirror_full_development.py | 52 +++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100755 experiments/residual_mirror_full_development.py (limited to 'experiments/residual_mirror_full_development.py') diff --git a/experiments/residual_mirror_full_development.py b/experiments/residual_mirror_full_development.py new file mode 100755 index 0000000..adba032 --- /dev/null +++ b/experiments/residual_mirror_full_development.py @@ -0,0 +1,52 @@ +#!/usr/bin/env python3 +"""Run the single frozen RRM-3 full ResNet-20 validation baseline.""" +import argparse +import json +import os +import subprocess +import sys + + +def main(): + parser = argparse.ArgumentParser() + parser.add_argument( + "--selection", default="results/residual_mirror_short_gate.json") + parser.add_argument("--device", default="cuda") + parser.add_argument("--dry_run", action="store_true") + args = parser.parse_args() + with open(args.selection) as handle: + selection = json.load(handle) + if selection.get("protocol") != "residual_response_mirror_short_v1": + raise ValueError("unexpected RRM-2 selection protocol") + if selection.get("status") != "passed": + raise ValueError("RRM-2 did not open RRM-3") + rate = float(selection["selected_rrm"]["lr"]) + if rate != 0.1: + raise ValueError("RRM-2 selected an unexpected hidden rate") + + command = [ + sys.executable, "experiments/conv_run.py", "--mode", "rrm", + "--device", args.device, "--depth", "20", "--width", "16", + "--seed", "0", "--loader_seed", "0", "--batch_size", "128", + "--epochs", "200", "--train_limit", "0", + "--val_examples", "5000", "--split_seed", "2027", + "--eval_split", "validation", "--eval_every", "0", + "--augment_train", "1", "--lr_schedule", "step", + "--lr_milestones", "100,150", "--lr_gamma", "0.1", + "--warmup_epochs", "0", "--momentum", "0.9", + "--weight_decay", "1e-4", "--normalization", "batchnorm", + "--lr", str(rate), "--output_lr", "0.1", "--a_scale", "1", + "--alignment_probe", "32", "--mirror_warmup_steps", "20", + "--mirror_every", "16", "--mirror_batch_size", "1", + "--mirror_eta", "0.1", "--mirror_noise_std", "1", + "--mirror_seed", "3000", + "--out", "results/residual_mirror_full/rrm.json", + ] + os.makedirs("results/residual_mirror_full", exist_ok=True) + print(" ".join(command), flush=True) + if not args.dry_run: + subprocess.run(command, check=True) + + +if __name__ == "__main__": + main() -- cgit v1.2.3