From bebbf6d34075bba089bffc39b18c33075a611deb Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 14:41:17 -0500 Subject: protocol: freeze KP mixed-traffic innovation gates --- experiments/kp_innovation_short_development.py | 56 ++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) create mode 100644 experiments/kp_innovation_short_development.py (limited to 'experiments/kp_innovation_short_development.py') diff --git a/experiments/kp_innovation_short_development.py b/experiments/kp_innovation_short_development.py new file mode 100644 index 0000000..a4c5645 --- /dev/null +++ b/experiments/kp_innovation_short_development.py @@ -0,0 +1,56 @@ +#!/usr/bin/env python3 +"""Run the three frozen MT-1 mixed-traffic development records.""" +import argparse +import json +import os +import subprocess +import sys + + +RULES = ("raw", "matched", "innovation") + + +def main(): + parser = argparse.ArgumentParser() + parser.add_argument("--kp_full_gate", default="results/kp_full_gate.json") + parser.add_argument("--rule", choices=("all",) + RULES, default="all") + parser.add_argument("--device", default="cuda") + parser.add_argument("--dry_run", action="store_true") + args = parser.parse_args() + with open(args.kp_full_gate) as handle: + kp_gate = json.load(handle) + if kp_gate.get("protocol") != "kolen_pollack_full_v1": + raise ValueError("unexpected KP-2 protocol") + if kp_gate.get("status") != "passed": + raise ValueError("KP-2 did not open MT-1") + + rules = RULES if args.rule == "all" else (args.rule,) + os.makedirs("results/kp_innovation_short", exist_ok=True) + for rule in rules: + command = [ + sys.executable, "experiments/conv_run.py", + "--mode", "kp_traffic", "--traffic_rule", rule, + "--device", args.device, "--depth", "20", "--width", "16", + "--seed", "0", "--loader_seed", "0", "--batch_size", "128", + "--epochs", "20", "--train_limit", "0", + "--val_examples", "5000", "--split_seed", "2027", + "--eval_split", "validation", "--eval_every", "0", + "--augment_train", "1", "--lr", "0.1", "--output_lr", "0.1", + "--lr_schedule", "step", "--lr_milestones", "100,150", + "--lr_gamma", "0.1", "--warmup_epochs", "0", + "--momentum", "0.9", "--weight_decay", "1e-4", + "--normalization", "batchnorm", "--a_scale", "1", + "--traffic_seed", "4000", "--traffic_ratio", "4", + "--traffic_calibration_examples", "64", + "--learn_P", "1", "--eta_P", "0.1", + "--predictor_warmup_steps", "20", "--predictor_every", "16", + "--alignment_probe", "32", + "--out", f"results/kp_innovation_short/{rule}.json", + ] + print(" ".join(command), flush=True) + if not args.dry_run: + subprocess.run(command, check=True) + + +if __name__ == "__main__": + main() -- cgit v1.2.3