Add expanded 16-scene confirmatory4 offline evaluation
Browse filesFrozen three-seed 1,024-decision-per-seed evaluation, no-point exact-baseline control, preregistration, audits, analyzer, exact code snapshot, and Chinese report.
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/README.md +41 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/SHA256SUMS +16 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/analyze.py +400 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/evaluation_manifest.json +169 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/exact_code.tar.gz +3 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/analysis.json +635 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/no_point_seed42/result.json +0 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/seed123/result.json +0 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/seed42/result.json +0 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/seed777/result.json +0 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/global_semantic_v2_b64_noappend_confirmatory4扩大离线复测报告_20260823.md +192 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/payload_sha_audit.json +1032 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/preregistration.json +94 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/preregistration_amendment_r1.json +34 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/run_expanded16.sh +137 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/run_expanded16_r2.sh +140 -0
- experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/transfer_audit.json +913 -0
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/README.md
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# `global_semantic_v2_b64_noappend_confirmatory4` expanded offline evaluation
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This package freezes the three previously released adapters and evaluates them
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on 16 scene-disjoint HM3D scenes (1,024 paired decisions per seed), plus a
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1,024-decision `no_point_signal` exact-baseline audit.
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## Main result
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- Ground Top-1: `+0.5208 pp` (3/3 seeds positive), scene-cluster 95% CI
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`[-0.7161, +1.6927] pp`.
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- Joint: `+0.4557 pp`, scene-cluster 95% CI
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`[-0.4557, +1.3346] pp`.
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- Ground Top-5: `+1.6927 pp` (3/3 seeds positive), scene-cluster 95% CI
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`[+0.7161, +3.0599] pp`.
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- `no_point_signal`: every discrete Ground/Joint/Decision prediction exactly
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matches the frozen MTU3D baseline.
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The original five-scene confirmatory result remains the largest observed
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Top-1 effect (`Ground +4.5833 pp`); this expanded evaluation is the stronger
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generalization audit and reports the smaller effect without selecting scenes
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or seeds.
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## Files
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- `formal_r2/seed{42,123,777}/result.json`: complete per-decision results.
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- `formal_r2/no_point_seed42/result.json`: complete no-point control.
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- `formal_r2/analysis.json`: paired aggregation and scene-cluster bootstrap.
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- `preregistration.json` and `preregistration_amendment_r1.json`: locked
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protocol and the pre-metric infrastructure amendment.
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- `evaluation_manifest.json`: scene and weight identities.
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- `payload_sha_audit.json`, `transfer_audit.json`: cross-machine provenance.
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- `analyze.py`, `run_expanded16*.sh`, `exact_code.tar.gz`: analysis and exact
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evaluation code snapshot.
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- `global_semantic_v2_b64_noappend_confirmatory4扩大离线复测报告_20260823.md`:
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complete Chinese report.
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The adapter weights are not duplicated in this folder. They are the exact
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SHA256-identified weights already published under the original
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`global_semantic_v2_b64_noappend_confirmatory4` artifact in this repository.
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Licensed HM3D assets, MTU3D, and Sonata/PTv3 base checkpoints are intentionally
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not redistributed.
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experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/SHA256SUMS
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f8124342beacf1a299506e3ea15cea58e2de9e73d5468fc8b018ac2b49a43bc6 ./README.md
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c4b0cafadb234cd544cfbc73845af1d6306d8c3f6963eb32d165a5c609e06f9d ./analyze.py
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0f8c3981d0da33baccbb6da887476ee300e78716f1df0ab90163b8c46c82f729 ./evaluation_manifest.json
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1aa63f3f566ac35f2d37452dc6296cf231eb8226baa5d6639a4b40bd1ca966b6 ./exact_code.tar.gz
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a3060c3006824dcb0f9031bd6c6ec2e15ec227f8b92136870bc087da55f3bd7b ./formal_r2/analysis.json
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f65e58efd8ab8b9591462bf90bb3ae4badb69cd3329094113b209a2f59ef8b51 ./formal_r2/no_point_seed42/result.json
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6eb2a1483de767241460e2b98cda8f1709dbe9708a277e5c86c1d654c42e42ed ./formal_r2/seed123/result.json
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23cab2c6ee597048b0f7b66af2627a59c33270d34823d25ddad30b3918de8603 ./formal_r2/seed42/result.json
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dfd8d50fbfc36e99d5eb06fcd28df112f85eb196ffaf27e0ce1d5db9f7f79230 ./formal_r2/seed777/result.json
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b556e7c68aec54890eaed1b6d0ae25fbe8047cdff263677f25ad422139aa02b7 ./global_semantic_v2_b64_noappend_confirmatory4扩大离线复测报告_20260823.md
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22b223d7677cb3515c7b22a4b27c052d0e631ca54d9d04eddf0c3851d8f5fdc6 ./payload_sha_audit.json
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dd004361124030b3f1f14bec857163eb3dc05ee32a3390c1d72c986af6f2ebf4 ./preregistration.json
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f471c9c9f8dbe0b4494e06b7000998dd6bedb86c8a7db36e3d4851c2c08eee87 ./preregistration_amendment_r1.json
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90bd615f81dc8c234d69aafd3e063a9356f31186710657728c1c065a44b40588 ./run_expanded16.sh
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c616b94b0e1d9e47af7200b50dc984dbee26a64ec6b7a3804e1662083ddfe8dc ./run_expanded16_r2.sh
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4df018cae8d67695d2ac2a329436b689900b8e8645d64b3a81fa574920c3951d ./transfer_audit.json
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experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/analyze.py
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#!/usr/bin/env python3
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"""Aggregate the preregistered expanded confirmatory4 offline evaluation."""
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from __future__ import annotations
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import argparse
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from collections import defaultdict
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import hashlib
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import json
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from pathlib import Path
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import random
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from statistics import mean
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SEEDS = (42, 123, 777)
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EXPECTED_SOURCE_SHA = {
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"training_source_sha256": "7d7df8aaf84c8f8599bea01911fd759745906fb8d0c7f594af782cff1b91b9ff",
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"bridge_source_sha256": "85da4b42b10b332b2f9314d672db72480d43eb6689e50f2548552ade3583f1b9",
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| 19 |
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"token_encoder_source_sha256": "a06f756d697dc7c73d5069357556a2d0995de6b387d2103e900a87d825fc340e",
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| 20 |
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"mtu3d_query3d_source_sha256": "d9c315a54b092da96e74279c46e331ca02c6cac6891c06c4b2f962637a49ac99",
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}
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EXPECTED_ADAPTER_SHA = {
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42: "5e1f360483acff9b43d4e42ab28faea5b133c4965acc42646912312e101c713b",
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123: "1cc590fc4280a81b265ddada7831a89f29a72233b849d3a03906a0189110a94e",
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777: "5c620c3e4722b148f474642a71b7c04f7e0d9de415acc436f6f1f91f8eb89de3",
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}
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| 27 |
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| 28 |
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| 29 |
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def sha256(path: Path) -> str:
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| 30 |
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digest = hashlib.sha256()
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| 31 |
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with path.open("rb") as stream:
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| 32 |
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for chunk in iter(lambda: stream.read(1024 * 1024), b""):
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| 33 |
+
digest.update(chunk)
|
| 34 |
+
return digest.hexdigest()
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def identity(record: dict) -> tuple:
|
| 38 |
+
return (
|
| 39 |
+
record["scene_id"],
|
| 40 |
+
record["episode_id"],
|
| 41 |
+
record["sub_episode_id"],
|
| 42 |
+
record["time_step"],
|
| 43 |
+
)
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
def clustered_ci(records: list[dict], field: str, *, seed: int, draws: int) -> dict:
|
| 47 |
+
by_scene: dict[str, list[float]] = defaultdict(list)
|
| 48 |
+
for record in records:
|
| 49 |
+
by_scene[record["scene_id"]].append(
|
| 50 |
+
float(record["fused"][field]) - float(record["baseline"][field])
|
| 51 |
+
)
|
| 52 |
+
scenes = sorted(by_scene)
|
| 53 |
+
observed = mean(value for values in by_scene.values() for value in values)
|
| 54 |
+
generator = random.Random(seed)
|
| 55 |
+
samples = []
|
| 56 |
+
for _ in range(draws):
|
| 57 |
+
selected = [generator.choice(scenes) for _ in scenes]
|
| 58 |
+
values = [value for scene in selected for value in by_scene[scene]]
|
| 59 |
+
samples.append(mean(values))
|
| 60 |
+
samples.sort()
|
| 61 |
+
lo = samples[int(0.025 * draws)]
|
| 62 |
+
hi = samples[min(draws - 1, int(0.975 * draws))]
|
| 63 |
+
return {
|
| 64 |
+
"estimate": observed,
|
| 65 |
+
"ci95_low": lo,
|
| 66 |
+
"ci95_high": hi,
|
| 67 |
+
"scene_count": len(scenes),
|
| 68 |
+
"resamples": draws,
|
| 69 |
+
}
|
| 70 |
+
|
| 71 |
+
|
| 72 |
+
def clustered_ci_across_seeds(
|
| 73 |
+
records_by_seed: dict[int, list[dict]],
|
| 74 |
+
field: str,
|
| 75 |
+
*,
|
| 76 |
+
seed: int,
|
| 77 |
+
draws: int,
|
| 78 |
+
) -> dict:
|
| 79 |
+
"""Bootstrap scenes while treating the three frozen seeds as replicas."""
|
| 80 |
+
|
| 81 |
+
by_scene: dict[str, list[float]] = defaultdict(list)
|
| 82 |
+
for records in records_by_seed.values():
|
| 83 |
+
for record in records:
|
| 84 |
+
by_scene[record["scene_id"]].append(
|
| 85 |
+
float(record["fused"][field])
|
| 86 |
+
- float(record["baseline"][field])
|
| 87 |
+
)
|
| 88 |
+
scenes = sorted(by_scene)
|
| 89 |
+
observed = mean(value for values in by_scene.values() for value in values)
|
| 90 |
+
generator = random.Random(seed)
|
| 91 |
+
samples = []
|
| 92 |
+
for _ in range(draws):
|
| 93 |
+
selected = [generator.choice(scenes) for _ in scenes]
|
| 94 |
+
values = [value for scene in selected for value in by_scene[scene]]
|
| 95 |
+
samples.append(mean(values))
|
| 96 |
+
samples.sort()
|
| 97 |
+
return {
|
| 98 |
+
"estimate": observed,
|
| 99 |
+
"ci95_low": samples[int(0.025 * draws)],
|
| 100 |
+
"ci95_high": samples[min(draws - 1, int(0.975 * draws))],
|
| 101 |
+
"scene_count": len(scenes),
|
| 102 |
+
"frozen_seed_count": len(records_by_seed),
|
| 103 |
+
"resamples": draws,
|
| 104 |
+
"bootstrap_unit": "scene_with_fixed_seed_replicates",
|
| 105 |
+
}
|
| 106 |
+
|
| 107 |
+
|
| 108 |
+
def rescue_harm(records: list[dict], field: str) -> dict:
|
| 109 |
+
rescue = sum(
|
| 110 |
+
(not bool(record["baseline"][field])) and bool(record["fused"][field])
|
| 111 |
+
for record in records
|
| 112 |
+
)
|
| 113 |
+
harm = sum(
|
| 114 |
+
bool(record["baseline"][field]) and (not bool(record["fused"][field]))
|
| 115 |
+
for record in records
|
| 116 |
+
)
|
| 117 |
+
return {
|
| 118 |
+
"rescue": rescue,
|
| 119 |
+
"harm": harm,
|
| 120 |
+
"net": rescue - harm,
|
| 121 |
+
"unchanged": len(records) - rescue - harm,
|
| 122 |
+
}
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
def load_result(root: Path, name: str) -> dict:
|
| 126 |
+
path = root / name / "result.json"
|
| 127 |
+
if not path.is_file():
|
| 128 |
+
raise FileNotFoundError(path)
|
| 129 |
+
return json.loads(path.read_text(encoding="utf-8"))
|
| 130 |
+
|
| 131 |
+
|
| 132 |
+
def main() -> None:
|
| 133 |
+
parser = argparse.ArgumentParser()
|
| 134 |
+
parser.add_argument("--root", type=Path, required=True)
|
| 135 |
+
parser.add_argument("--output", type=Path, required=True)
|
| 136 |
+
parser.add_argument("--bootstrap-resamples", type=int, default=10000)
|
| 137 |
+
args = parser.parse_args()
|
| 138 |
+
|
| 139 |
+
prereg_path = args.root / "preregistration.json"
|
| 140 |
+
prereg = json.loads(prereg_path.read_text(encoding="utf-8"))
|
| 141 |
+
expected_count = (
|
| 142 |
+
prereg["data"]["scene_count"] * prereg["data"]["decisions_per_scene"]
|
| 143 |
+
)
|
| 144 |
+
results = {seed: load_result(args.root, f"seed{seed}") for seed in SEEDS}
|
| 145 |
+
no_point = load_result(args.root, "no_point_seed42")
|
| 146 |
+
|
| 147 |
+
integrity = {
|
| 148 |
+
"preregistration_sha256": sha256(prereg_path),
|
| 149 |
+
"sample_count_exact": {},
|
| 150 |
+
"scene_set_exact": {},
|
| 151 |
+
"source_sha_exact": {},
|
| 152 |
+
"adapter_sha_exact": {},
|
| 153 |
+
"navigation_frozen": {},
|
| 154 |
+
"ptv3_frozen": {},
|
| 155 |
+
}
|
| 156 |
+
metrics = {}
|
| 157 |
+
paired = {}
|
| 158 |
+
records_by_seed: dict[int, list[dict]] = {}
|
| 159 |
+
expected_scenes = set(prereg["data"]["scene_ids"])
|
| 160 |
+
for seed, result in results.items():
|
| 161 |
+
validation = result["best_validation"]
|
| 162 |
+
baseline = validation["aggregate"]["baseline"]
|
| 163 |
+
fused = validation["aggregate"]["fused"]
|
| 164 |
+
records = validation["records"]
|
| 165 |
+
records_by_seed[seed] = records
|
| 166 |
+
if len({identity(record) for record in records}) != len(records):
|
| 167 |
+
raise RuntimeError(f"duplicate paired identities for seed {seed}")
|
| 168 |
+
integrity["sample_count_exact"][str(seed)] = len(records) == expected_count
|
| 169 |
+
integrity["scene_set_exact"][str(seed)] = {
|
| 170 |
+
record["scene_id"] for record in records
|
| 171 |
+
} == expected_scenes
|
| 172 |
+
integrity["source_sha_exact"][str(seed)] = all(
|
| 173 |
+
result["implementation"].get(key) == value
|
| 174 |
+
for key, value in EXPECTED_SOURCE_SHA.items()
|
| 175 |
+
)
|
| 176 |
+
integrity["adapter_sha_exact"][str(seed)] = (
|
| 177 |
+
result["loaded_adapter"]["sha256"] == EXPECTED_ADAPTER_SHA[seed]
|
| 178 |
+
)
|
| 179 |
+
integrity["navigation_frozen"][str(seed)] = bool(
|
| 180 |
+
result["navigation_parameters_bitwise_unchanged"]
|
| 181 |
+
)
|
| 182 |
+
integrity["ptv3_frozen"][str(seed)] = bool(
|
| 183 |
+
result["sonata_backbone_parameters_bitwise_unchanged"]
|
| 184 |
+
)
|
| 185 |
+
metrics[str(seed)] = {
|
| 186 |
+
"baseline": baseline,
|
| 187 |
+
"fused": fused,
|
| 188 |
+
"ground_gain": fused["ground_accuracy"] - baseline["ground_accuracy"],
|
| 189 |
+
"joint_gain": fused["joint_accuracy"] - baseline["joint_accuracy"],
|
| 190 |
+
"ground_top5_gain": (
|
| 191 |
+
fused["ground_top5_accuracy"] - baseline["ground_top5_accuracy"]
|
| 192 |
+
),
|
| 193 |
+
"loss_reduction": baseline["mean_loss"] - fused["mean_loss"],
|
| 194 |
+
}
|
| 195 |
+
paired[str(seed)] = {
|
| 196 |
+
"ground": clustered_ci(
|
| 197 |
+
records,
|
| 198 |
+
"ground_correct",
|
| 199 |
+
seed=20260823 + seed,
|
| 200 |
+
draws=args.bootstrap_resamples,
|
| 201 |
+
),
|
| 202 |
+
"joint": clustered_ci(
|
| 203 |
+
records,
|
| 204 |
+
"joint_correct",
|
| 205 |
+
seed=30260823 + seed,
|
| 206 |
+
draws=args.bootstrap_resamples,
|
| 207 |
+
),
|
| 208 |
+
"ground_top5": clustered_ci(
|
| 209 |
+
records,
|
| 210 |
+
"ground_top5_correct",
|
| 211 |
+
seed=40260823 + seed,
|
| 212 |
+
draws=args.bootstrap_resamples,
|
| 213 |
+
),
|
| 214 |
+
"ground_rescue_harm": rescue_harm(records, "ground_correct"),
|
| 215 |
+
"joint_rescue_harm": rescue_harm(records, "joint_correct"),
|
| 216 |
+
}
|
| 217 |
+
|
| 218 |
+
no_point_validation = no_point["best_validation"]
|
| 219 |
+
no_point_baseline = no_point_validation["aggregate"]["baseline"]
|
| 220 |
+
no_point_fused = no_point_validation["aggregate"]["fused"]
|
| 221 |
+
no_point_exact = {
|
| 222 |
+
key: no_point_fused[key] == no_point_baseline[key]
|
| 223 |
+
for key in (
|
| 224 |
+
"ground_accuracy",
|
| 225 |
+
"joint_accuracy",
|
| 226 |
+
"ground_top5_accuracy",
|
| 227 |
+
"decision_accuracy",
|
| 228 |
+
)
|
| 229 |
+
}
|
| 230 |
+
no_point_exact["record_predictions"] = all(
|
| 231 |
+
record["fused"][prediction] == record["baseline"][prediction]
|
| 232 |
+
for record in no_point_validation["records"]
|
| 233 |
+
for prediction in ("ground_prediction", "decision_prediction")
|
| 234 |
+
)
|
| 235 |
+
integrity["no_point_source_sha_exact"] = all(
|
| 236 |
+
no_point["implementation"].get(key) == value
|
| 237 |
+
for key, value in EXPECTED_SOURCE_SHA.items()
|
| 238 |
+
)
|
| 239 |
+
integrity["no_point_adapter_sha_exact"] = (
|
| 240 |
+
no_point["loaded_adapter"]["sha256"] == EXPECTED_ADAPTER_SHA[42]
|
| 241 |
+
)
|
| 242 |
+
integrity["no_point_sample_count_exact"] = (
|
| 243 |
+
len(no_point_validation["records"]) == expected_count
|
| 244 |
+
)
|
| 245 |
+
integrity_passed = all(
|
| 246 |
+
all(value.values()) if isinstance(value, dict) else bool(value)
|
| 247 |
+
for value in integrity.values()
|
| 248 |
+
if not isinstance(value, str)
|
| 249 |
+
) and all(no_point_exact.values())
|
| 250 |
+
|
| 251 |
+
ground_gains = [metrics[str(seed)]["ground_gain"] for seed in SEEDS]
|
| 252 |
+
joint_gains = [metrics[str(seed)]["joint_gain"] for seed in SEEDS]
|
| 253 |
+
combined_bootstrap = {
|
| 254 |
+
"ground": clustered_ci_across_seeds(
|
| 255 |
+
records_by_seed,
|
| 256 |
+
"ground_correct",
|
| 257 |
+
seed=50260823,
|
| 258 |
+
draws=args.bootstrap_resamples,
|
| 259 |
+
),
|
| 260 |
+
"joint": clustered_ci_across_seeds(
|
| 261 |
+
records_by_seed,
|
| 262 |
+
"joint_correct",
|
| 263 |
+
seed=60260823,
|
| 264 |
+
draws=args.bootstrap_resamples,
|
| 265 |
+
),
|
| 266 |
+
"ground_top5": clustered_ci_across_seeds(
|
| 267 |
+
records_by_seed,
|
| 268 |
+
"ground_top5_correct",
|
| 269 |
+
seed=70260823,
|
| 270 |
+
draws=args.bootstrap_resamples,
|
| 271 |
+
),
|
| 272 |
+
}
|
| 273 |
+
per_scene_three_seed_mean = {}
|
| 274 |
+
for scene in sorted(expected_scenes):
|
| 275 |
+
scene_records = [
|
| 276 |
+
record
|
| 277 |
+
for records in records_by_seed.values()
|
| 278 |
+
for record in records
|
| 279 |
+
if record["scene_id"] == scene
|
| 280 |
+
]
|
| 281 |
+
per_scene_three_seed_mean[scene] = {
|
| 282 |
+
"replicate_decision_count": len(scene_records),
|
| 283 |
+
"ground_gain": mean(
|
| 284 |
+
float(record["fused"]["ground_correct"])
|
| 285 |
+
- float(record["baseline"]["ground_correct"])
|
| 286 |
+
for record in scene_records
|
| 287 |
+
),
|
| 288 |
+
"joint_gain": mean(
|
| 289 |
+
float(record["fused"]["joint_correct"])
|
| 290 |
+
- float(record["baseline"]["joint_correct"])
|
| 291 |
+
for record in scene_records
|
| 292 |
+
),
|
| 293 |
+
"ground_top5_gain": mean(
|
| 294 |
+
float(record["fused"]["ground_top5_correct"])
|
| 295 |
+
- float(record["baseline"]["ground_top5_correct"])
|
| 296 |
+
for record in scene_records
|
| 297 |
+
),
|
| 298 |
+
"ground_rescue_harm": rescue_harm(scene_records, "ground_correct"),
|
| 299 |
+
"joint_rescue_harm": rescue_harm(scene_records, "joint_correct"),
|
| 300 |
+
}
|
| 301 |
+
acceptance = {
|
| 302 |
+
"integrity_required": integrity_passed,
|
| 303 |
+
"mean_ground_gain_strictly_positive": mean(ground_gains) > 0,
|
| 304 |
+
"positive_ground_gain_seeds_at_least_2": sum(v > 0 for v in ground_gains) >= 2,
|
| 305 |
+
"mean_joint_gain_strictly_positive": mean(joint_gains) > 0,
|
| 306 |
+
"no_point_ground_and_joint_exactly_equal_baseline": (
|
| 307 |
+
no_point_exact["ground_accuracy"]
|
| 308 |
+
and no_point_exact["joint_accuracy"]
|
| 309 |
+
and no_point_exact["record_predictions"]
|
| 310 |
+
),
|
| 311 |
+
}
|
| 312 |
+
output = {
|
| 313 |
+
"schema": "nav3r-offline-confirmatory4-expanded16-analysis/v1",
|
| 314 |
+
"status": "passed" if all(acceptance.values()) else "failed",
|
| 315 |
+
"claim_scope": "offline_heldout_ovon_grounding_and_decision_only",
|
| 316 |
+
"preregistration": str(prereg_path),
|
| 317 |
+
"expected_decisions_per_seed": expected_count,
|
| 318 |
+
"integrity": integrity,
|
| 319 |
+
"integrity_passed": integrity_passed,
|
| 320 |
+
"per_seed": metrics,
|
| 321 |
+
"paired_scene_cluster_bootstrap": paired,
|
| 322 |
+
"three_seed_scene_cluster_bootstrap": combined_bootstrap,
|
| 323 |
+
"per_scene_three_seed_mean": per_scene_three_seed_mean,
|
| 324 |
+
"three_seed_replicate_rescue_harm": {
|
| 325 |
+
"ground": rescue_harm(
|
| 326 |
+
[record for records in records_by_seed.values() for record in records],
|
| 327 |
+
"ground_correct",
|
| 328 |
+
),
|
| 329 |
+
"joint": rescue_harm(
|
| 330 |
+
[record for records in records_by_seed.values() for record in records],
|
| 331 |
+
"joint_correct",
|
| 332 |
+
),
|
| 333 |
+
},
|
| 334 |
+
"three_seed_mean": {
|
| 335 |
+
"baseline_ground_accuracy": mean(
|
| 336 |
+
metrics[str(seed)]["baseline"]["ground_accuracy"] for seed in SEEDS
|
| 337 |
+
),
|
| 338 |
+
"fused_ground_accuracy": mean(
|
| 339 |
+
metrics[str(seed)]["fused"]["ground_accuracy"] for seed in SEEDS
|
| 340 |
+
),
|
| 341 |
+
"ground_gain": mean(ground_gains),
|
| 342 |
+
"baseline_joint_accuracy": mean(
|
| 343 |
+
metrics[str(seed)]["baseline"]["joint_accuracy"] for seed in SEEDS
|
| 344 |
+
),
|
| 345 |
+
"fused_joint_accuracy": mean(
|
| 346 |
+
metrics[str(seed)]["fused"]["joint_accuracy"] for seed in SEEDS
|
| 347 |
+
),
|
| 348 |
+
"joint_gain": mean(joint_gains),
|
| 349 |
+
"baseline_ground_top5_accuracy": mean(
|
| 350 |
+
metrics[str(seed)]["baseline"]["ground_top5_accuracy"] for seed in SEEDS
|
| 351 |
+
),
|
| 352 |
+
"fused_ground_top5_accuracy": mean(
|
| 353 |
+
metrics[str(seed)]["fused"]["ground_top5_accuracy"] for seed in SEEDS
|
| 354 |
+
),
|
| 355 |
+
"ground_top5_gain": mean(
|
| 356 |
+
metrics[str(seed)]["ground_top5_gain"] for seed in SEEDS
|
| 357 |
+
),
|
| 358 |
+
"loss_reduction": mean(
|
| 359 |
+
metrics[str(seed)]["loss_reduction"] for seed in SEEDS
|
| 360 |
+
),
|
| 361 |
+
},
|
| 362 |
+
"no_point_seed42": {
|
| 363 |
+
"baseline": no_point_baseline,
|
| 364 |
+
"fused": no_point_fused,
|
| 365 |
+
"exact": no_point_exact,
|
| 366 |
+
"loss_decomposition": {
|
| 367 |
+
"baseline_to_no_point_reduction_from_loaded_calibration_or_non_point_terms": (
|
| 368 |
+
no_point_baseline["mean_loss"] - no_point_fused["mean_loss"]
|
| 369 |
+
),
|
| 370 |
+
"no_point_to_full_seed42_incremental_point_reduction": (
|
| 371 |
+
no_point_fused["mean_loss"]
|
| 372 |
+
- metrics["42"]["fused"]["mean_loss"]
|
| 373 |
+
),
|
| 374 |
+
"total_baseline_to_full_seed42_reduction": (
|
| 375 |
+
no_point_baseline["mean_loss"]
|
| 376 |
+
- metrics["42"]["fused"]["mean_loss"]
|
| 377 |
+
),
|
| 378 |
+
"interpretation": (
|
| 379 |
+
"Only no_point_to_full is point-signal-specific; total loss "
|
| 380 |
+
"reduction must not be wholly attributed to point clouds."
|
| 381 |
+
),
|
| 382 |
+
},
|
| 383 |
+
},
|
| 384 |
+
"acceptance": acceptance,
|
| 385 |
+
"confidence_interval_policy": "reported_descriptively_not_a_hard_gate",
|
| 386 |
+
}
|
| 387 |
+
args.output.parent.mkdir(parents=True, exist_ok=True)
|
| 388 |
+
args.output.write_text(
|
| 389 |
+
json.dumps(output, ensure_ascii=False, indent=2) + "\n", encoding="utf-8"
|
| 390 |
+
)
|
| 391 |
+
print(json.dumps({
|
| 392 |
+
"status": output["status"],
|
| 393 |
+
"integrity_passed": integrity_passed,
|
| 394 |
+
"three_seed_mean": output["three_seed_mean"],
|
| 395 |
+
"acceptance": acceptance,
|
| 396 |
+
}, ensure_ascii=False))
|
| 397 |
+
|
| 398 |
+
|
| 399 |
+
if __name__ == "__main__":
|
| 400 |
+
main()
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/evaluation_manifest.json
ADDED
|
@@ -0,0 +1,169 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "nav3r-alignment-manifest-offline-expanded16/v1",
|
| 3 |
+
"training_policy": "processed_hm3d AND official_vle_train MINUS held-out val/test benchmark scenes",
|
| 4 |
+
"counts": {
|
| 5 |
+
"processed_train": 17,
|
| 6 |
+
"processed_test": 0,
|
| 7 |
+
"official_vle_train": 145,
|
| 8 |
+
"reserved_heldout_validation_or_test": 36,
|
| 9 |
+
"eligible_train": 17,
|
| 10 |
+
"selected_train": 17
|
| 11 |
+
},
|
| 12 |
+
"selected_train_scene_ids": [],
|
| 13 |
+
"validation_scene_ids": [
|
| 14 |
+
"7MXmsvcQjpJ",
|
| 15 |
+
"BAbdmeyTvMZ",
|
| 16 |
+
"Dd4bFSTQ8gi",
|
| 17 |
+
"GLAQ4DNUx5U",
|
| 18 |
+
"LT9Jq6dN3Ea",
|
| 19 |
+
"Nfvxx8J5NCo",
|
| 20 |
+
"VBzV5z6i1WS",
|
| 21 |
+
"XB4GS9ShBRE",
|
| 22 |
+
"a8BtkwhxdRV",
|
| 23 |
+
"bxsVRursffK",
|
| 24 |
+
"mv2HUxq3B53",
|
| 25 |
+
"q3zU7Yy5E5s",
|
| 26 |
+
"svBbv1Pavdk",
|
| 27 |
+
"y9hTuugGdiq",
|
| 28 |
+
"ziup5kvtCCR",
|
| 29 |
+
"zt1RVoi7PcG"
|
| 30 |
+
],
|
| 31 |
+
"reserved_scene_ids": [
|
| 32 |
+
"4ok3usBNeis",
|
| 33 |
+
"5cdEh9F2hJL",
|
| 34 |
+
"6s7QHgap2fW",
|
| 35 |
+
"7MXmsvcQjpJ",
|
| 36 |
+
"BAbdmeyTvMZ",
|
| 37 |
+
"CrMo8WxCyVb",
|
| 38 |
+
"DYehNKdT76V",
|
| 39 |
+
"Dd4bFSTQ8gi",
|
| 40 |
+
"GLAQ4DNUx5U",
|
| 41 |
+
"HY1NcmCgn3n",
|
| 42 |
+
"LT9Jq6dN3Ea",
|
| 43 |
+
"MHPLjHsuG27",
|
| 44 |
+
"Nfvxx8J5NCo",
|
| 45 |
+
"QaLdnwvtxbs",
|
| 46 |
+
"TEEsavR23oF",
|
| 47 |
+
"VBzV5z6i1WS",
|
| 48 |
+
"XB4GS9ShBRE",
|
| 49 |
+
"a8BtkwhxdRV",
|
| 50 |
+
"bCPU9suPUw9",
|
| 51 |
+
"bxsVRursffK",
|
| 52 |
+
"cvZr5TUy5C5",
|
| 53 |
+
"eF36g7L6Z9M",
|
| 54 |
+
"h1zeeAwLh9Z",
|
| 55 |
+
"k1cupFYWXJ6",
|
| 56 |
+
"mL8ThkuaVTM",
|
| 57 |
+
"mv2HUxq3B53",
|
| 58 |
+
"p53SfW6mjZe",
|
| 59 |
+
"q3zU7Yy5E5s",
|
| 60 |
+
"q5QZSEeHe5g",
|
| 61 |
+
"qyAac8rV8Zk",
|
| 62 |
+
"svBbv1Pavdk",
|
| 63 |
+
"wcojb4TFT35",
|
| 64 |
+
"y9hTuugGdiq",
|
| 65 |
+
"yr17PDCnDDW",
|
| 66 |
+
"ziup5kvtCCR",
|
| 67 |
+
"zt1RVoi7PcG"
|
| 68 |
+
],
|
| 69 |
+
"leakage_check_passed": true,
|
| 70 |
+
"notes": [
|
| 71 |
+
"Only these selected scenes may be used to fit the new PTv3 adapter.",
|
| 72 |
+
"The wcojb4TFT35 smoke scene is benchmark-reserved and is never eligible.",
|
| 73 |
+
"Validation selection used geometry gates and available decision count only; no navigation metric was inspected.",
|
| 74 |
+
"This panel supports offline OVON metrics only and never authorizes SR/SPL claims."
|
| 75 |
+
],
|
| 76 |
+
"validation_selection": {
|
| 77 |
+
"policy": "require_prespecified_anchor_then_rank_quality-passed_val_seen_scenes_by_valid_decision_count_desc_then_scene_id",
|
| 78 |
+
"uses_navigation_accuracy_or_loss": false,
|
| 79 |
+
"required_scene_ids": [
|
| 80 |
+
"wcojb4TFT35"
|
| 81 |
+
],
|
| 82 |
+
"candidate_manifest": "runtime/ptv3/alignment_manifest_17train_validation_candidates.json",
|
| 83 |
+
"candidate_manifest_sha256": "d798421d90f6a31f5450ca3f0c89b901932c34e869d13fe79baf514270de51b0",
|
| 84 |
+
"screen_result": "runtime/ptv3/status/validation_scene_screen_geometry_path.json",
|
| 85 |
+
"screen_result_sha256": "889d06f9cb8fe68a737f9be27bb9f6debca36e4fc732a14506c8824c3213ee2c",
|
| 86 |
+
"selected_scene_details": [
|
| 87 |
+
{
|
| 88 |
+
"scene_id": "wcojb4TFT35",
|
| 89 |
+
"status": "passed",
|
| 90 |
+
"error": null,
|
| 91 |
+
"alignment_rmse_m": 0.006024503381535581,
|
| 92 |
+
"trusted_voxels": 1242,
|
| 93 |
+
"grid_size_m": 0.02,
|
| 94 |
+
"official_scene_id": "00802-wcojb4TFT35",
|
| 95 |
+
"valid_ovon_decisions": 491
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"scene_id": "6s7QHgap2fW",
|
| 99 |
+
"status": "passed",
|
| 100 |
+
"error": null,
|
| 101 |
+
"alignment_rmse_m": 0.01616515664813409,
|
| 102 |
+
"trusted_voxels": 1135,
|
| 103 |
+
"grid_size_m": 0.02,
|
| 104 |
+
"official_scene_id": "00890-6s7QHgap2fW",
|
| 105 |
+
"valid_ovon_decisions": 1009
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"scene_id": "p53SfW6mjZe",
|
| 109 |
+
"status": "passed",
|
| 110 |
+
"error": null,
|
| 111 |
+
"alignment_rmse_m": 0.01670206192245221,
|
| 112 |
+
"trusted_voxels": 268,
|
| 113 |
+
"grid_size_m": 0.02,
|
| 114 |
+
"official_scene_id": "00814-p53SfW6mjZe",
|
| 115 |
+
"valid_ovon_decisions": 900
|
| 116 |
+
},
|
| 117 |
+
{
|
| 118 |
+
"scene_id": "5cdEh9F2hJL",
|
| 119 |
+
"status": "passed",
|
| 120 |
+
"error": null,
|
| 121 |
+
"alignment_rmse_m": 0.008927207658187466,
|
| 122 |
+
"trusted_voxels": 640,
|
| 123 |
+
"grid_size_m": 0.02,
|
| 124 |
+
"official_scene_id": "00853-5cdEh9F2hJL",
|
| 125 |
+
"valid_ovon_decisions": 862
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"scene_id": "cvZr5TUy5C5",
|
| 129 |
+
"status": "passed",
|
| 130 |
+
"error": null,
|
| 131 |
+
"alignment_rmse_m": 0.01932623346185998,
|
| 132 |
+
"trusted_voxels": 246,
|
| 133 |
+
"grid_size_m": 0.02,
|
| 134 |
+
"official_scene_id": "00891-cvZr5TUy5C5",
|
| 135 |
+
"valid_ovon_decisions": 791
|
| 136 |
+
}
|
| 137 |
+
]
|
| 138 |
+
},
|
| 139 |
+
"evaluation_only": true,
|
| 140 |
+
"source_adapter_family": "global_semantic_v2_b64_noappend_confirmatory4",
|
| 141 |
+
"original_confirmatory_scenes_excluded": [
|
| 142 |
+
"5cdEh9F2hJL",
|
| 143 |
+
"6s7QHgap2fW",
|
| 144 |
+
"cvZr5TUy5C5",
|
| 145 |
+
"p53SfW6mjZe",
|
| 146 |
+
"wcojb4TFT35"
|
| 147 |
+
],
|
| 148 |
+
"expanded_scene_count": 16,
|
| 149 |
+
"source_adapter_train_scene_ids": [
|
| 150 |
+
"1xGrZPxG1Hz",
|
| 151 |
+
"3CBBjsNkhqW",
|
| 152 |
+
"6HRFAUDqpTb",
|
| 153 |
+
"6imZUJGRUq4",
|
| 154 |
+
"DoSbsoo4EAg",
|
| 155 |
+
"NGyoyh91xXJ",
|
| 156 |
+
"R9fYpvCUkV7",
|
| 157 |
+
"TYDavTf8oyy",
|
| 158 |
+
"U3oQjwTuMX8",
|
| 159 |
+
"WhNyDTnd9g5",
|
| 160 |
+
"X6Pct1msZv5",
|
| 161 |
+
"Z2DQddYp1fn",
|
| 162 |
+
"gQgtJ9Stk5s",
|
| 163 |
+
"ggNAcMh8JPT",
|
| 164 |
+
"kA2nG18hCAr",
|
| 165 |
+
"qgZhhx1MpTi",
|
| 166 |
+
"w8GiikYuFRk"
|
| 167 |
+
],
|
| 168 |
+
"evaluation_only_skip_unused_train_cache": true
|
| 169 |
+
}
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/exact_code.tar.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1aa63f3f566ac35f2d37452dc6296cf231eb8226baa5d6639a4b40bd1ca966b6
|
| 3 |
+
size 124611
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/analysis.json
ADDED
|
@@ -0,0 +1,635 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
|
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|
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|
|
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|
|
|
|
|
|
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|
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|
|
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|
| 1 |
+
{
|
| 2 |
+
"schema": "nav3r-offline-confirmatory4-expanded16-analysis/v1",
|
| 3 |
+
"status": "passed",
|
| 4 |
+
"claim_scope": "offline_heldout_ovon_grounding_and_decision_only",
|
| 5 |
+
"preregistration": "reports\\offline_confirmatory4_expanded16_20260823\\formal_r2\\preregistration.json",
|
| 6 |
+
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|
| 7 |
+
"integrity": {
|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
+
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
+
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|
| 18 |
+
},
|
| 19 |
+
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|
| 20 |
+
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|
| 21 |
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|
| 22 |
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|
| 23 |
+
},
|
| 24 |
+
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|
| 25 |
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|
| 26 |
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|
| 27 |
+
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|
| 28 |
+
},
|
| 29 |
+
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|
| 30 |
+
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|
| 31 |
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|
| 32 |
+
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|
| 33 |
+
},
|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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},
|
| 43 |
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|
| 44 |
+
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|
| 45 |
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|
| 46 |
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|
| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 62 |
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| 64 |
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| 69 |
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| 87 |
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"exact": {
|
| 614 |
+
"ground_accuracy": true,
|
| 615 |
+
"joint_accuracy": true,
|
| 616 |
+
"ground_top5_accuracy": true,
|
| 617 |
+
"decision_accuracy": true,
|
| 618 |
+
"record_predictions": true
|
| 619 |
+
},
|
| 620 |
+
"loss_decomposition": {
|
| 621 |
+
"baseline_to_no_point_reduction_from_loaded_calibration_or_non_point_terms": 0.05055816039623551,
|
| 622 |
+
"no_point_to_full_seed42_incremental_point_reduction": 0.001694146557156273,
|
| 623 |
+
"total_baseline_to_full_seed42_reduction": 0.05225230695339178,
|
| 624 |
+
"interpretation": "Only no_point_to_full is point-signal-specific; total loss reduction must not be wholly attributed to point clouds."
|
| 625 |
+
}
|
| 626 |
+
},
|
| 627 |
+
"acceptance": {
|
| 628 |
+
"integrity_required": true,
|
| 629 |
+
"mean_ground_gain_strictly_positive": true,
|
| 630 |
+
"positive_ground_gain_seeds_at_least_2": true,
|
| 631 |
+
"mean_joint_gain_strictly_positive": true,
|
| 632 |
+
"no_point_ground_and_joint_exactly_equal_baseline": true
|
| 633 |
+
},
|
| 634 |
+
"confidence_interval_policy": "reported_descriptively_not_a_hard_gate"
|
| 635 |
+
}
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/no_point_seed42/result.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/seed123/result.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/seed42/result.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/formal_r2/seed777/result.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/global_semantic_v2_b64_noappend_confirmatory4扩大离线复测报告_20260823.md
ADDED
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|
| 1 |
+
# Nav3R `global_semantic_v2_b64_noappend_confirmatory4` 扩大离线复测报告
|
| 2 |
+
|
| 3 |
+
> 日期:2026-08-23
|
| 4 |
+
> 当前状态:**正式 r2 已完成并通过预注册门槛**;formal r1 为无指标的基础设施失败,单独保留。
|
| 5 |
+
|
| 6 |
+
## 1. 实验目的
|
| 7 |
+
|
| 8 |
+
本实验不是重新训练或筛选一个更好的模型,而是冻结旧离线最佳版本
|
| 9 |
+
`global_semantic_v2_b64_noappend_confirmatory4` 的三个既有 adapter,在更大且场景独立的
|
| 10 |
+
HM3D 离线理解面板上复测其增益是否稳定。
|
| 11 |
+
|
| 12 |
+
该版本在原第四组确认集上的三种子均值为:
|
| 13 |
+
|
| 14 |
+
| 指标 | 冻结 MTU3D | 点云融合版 | 绝对变化 |
|
| 15 |
+
|---|---:|---:|---:|
|
| 16 |
+
| Ground accuracy | 35.3125% | 39.8958% | **+4.5833pp** |
|
| 17 |
+
| Joint accuracy | 33.1250% | 34.2708% | **+1.1458pp** |
|
| 18 |
+
| Mean loss | 0.836673 | 0.761728 | **-0.074945** |
|
| 19 |
+
|
| 20 |
+
原结果只有 5 个场景、每种子 320 条决策,因此本轮重点增加场景数和配对决策数,而不改变模型、权重或门槛。
|
| 21 |
+
|
| 22 |
+
## 2. 版本与融合结构
|
| 23 |
+
|
| 24 |
+
### 2.1 模型身份
|
| 25 |
+
|
| 26 |
+
本轮直接复测旧 H800 `confirmatory4` 权重本身,不使用 v179 中结构相同但针对
|
| 27 |
+
`official_world` 坐标修正后重新训练的 `official_ovon_world_v10` 权重。
|
| 28 |
+
|
| 29 |
+
| 组件 | 种子/版本 | SHA256 |
|
| 30 |
+
|---|---|---|
|
| 31 |
+
| adapter | seed42 | `5e1f360483acff9b43d4e42ab28faea5b133c4965acc42646912312e101c713b` |
|
| 32 |
+
| adapter | seed123 | `1cc590fc4280a81b265ddada7831a89f29a72233b849d3a03906a0189110a94e` |
|
| 33 |
+
| adapter | seed777 | `5c620c3e4722b148f474642a71b7c04f7e0d9de415acc436f6f1f91f8eb89de3` |
|
| 34 |
+
| MTU3D Stage-2 | frozen | `0bd24d081257ecba1b58df4203ecaa657763a6c2928e59fb3a0efe8aef3fc791` |
|
| 35 |
+
| Sonata/PTv3 | frozen | `c5ced5acdae30d1c469713398073a866e25e6e414e23feed5dc025373657ac50` |
|
| 36 |
+
|
| 37 |
+
### 2.2 点云如何接入 MTU3D
|
| 38 |
+
|
| 39 |
+
1. ZPlusM/Stream3R 重建包经过固定参考相机与 Sim(3) 对齐;
|
| 40 |
+
2. 冻结 Sonata/PTv3 编码点云,确定性保留 256 个点云 token;
|
| 41 |
+
3. 使用宽度为 64 的显式全局场景语义 adapter,以 MTU3D 的指令条件化查询对点云语义做交叉注意力;
|
| 42 |
+
4. adapter 只产生 grounding residual;不把点 token 追加进 MTU3D memory,且不修改 decision logits;
|
| 43 |
+
5. 冻结 MTU3D、冻结 PTv3,只加载训练完成的 adapter 和训练集独立校准参数;本轮 `steps=0`,不发生任何训练。
|
| 44 |
+
|
| 45 |
+
这个结构能证明“点云语义信号影响离线目标理解/候选 grounding”,但不能仅凭该实验声称闭环导航 SR/SPL 改善。
|
| 46 |
+
|
| 47 |
+
## 3. 扩大数据面板
|
| 48 |
+
|
| 49 |
+
### 3.1 规模
|
| 50 |
+
|
| 51 |
+
- 16 个独立 HM3D 场景;
|
| 52 |
+
- 每场景预注册 64 条平衡 object/frontier 决策;
|
| 53 |
+
- 预计每种子 1024 条决策,三种子共 3072 条 full-point 评估;
|
| 54 |
+
- 另用 seed42 做 1024 条 `no_point_signal` 精确基线回退审计。
|
| 55 |
+
|
| 56 |
+
相较原确认集:场景数从 5 增至 16(3.2 倍),每种子决策从 320 增至 1024(3.2 倍)。
|
| 57 |
+
|
| 58 |
+
### 3.2 场景独立性
|
| 59 |
+
|
| 60 |
+
16 个扩大场景与原 adapter 的 17 个训练场景无交集,也与原 5 个 confirmatory4 场景无交集:
|
| 61 |
+
|
| 62 |
+
`7MXmsvcQjpJ, a8BtkwhxdRV, BAbdmeyTvMZ, bxsVRursffK, Dd4bFSTQ8gi, GLAQ4DNUx5U, LT9Jq6dN3Ea, mv2HUxq3B53, Nfvxx8J5NCo, q3zU7Yy5E5s, svBbv1Pavdk, VBzV5z6i1WS, XB4GS9ShBRE, y9hTuugGdiq, ziup5kvtCCR, zt1RVoi7PcG`。
|
| 63 |
+
|
| 64 |
+
需要特别说明:扩大集使用另一批通过 `fixed_reference` 与 alignment 审计的 geometry-path 重建包。因此它同时检验新场景泛化和一定程度的重建包域泛化;若增益衰减,不能直接归因为模型无效,必须拆分场景差异、重建域差异和接口实现。
|
| 65 |
+
|
| 66 |
+
## 4. 预注册协议
|
| 67 |
+
|
| 68 |
+
- 完整协议文件:`preregistration.json`;
|
| 69 |
+
- 在读取扩大面板正式指标前锁定场景、样本数、三份权重 SHA、源码 SHA、主指标和门槛;
|
| 70 |
+
- 三个 full-point 条件分别使用 seed42/123/777 原权重;
|
| 71 |
+
- no-point 条件使用 seed42 原权重,但在 PTv3 cache 后施加 `no_point_signal`;
|
| 72 |
+
- 主指标:Ground、Joint、Ground Top-5、Mean loss;
|
| 73 |
+
- 同一 `scene/episode/sub_episode/time_step` 做逐样本配对;
|
| 74 |
+
- 以场景为 cluster 做 10,000 次 bootstrap 95% CI;CI 如实报告,不设为硬门槛;
|
| 75 |
+
- 接受条件:完整性全部通过、三种子平均 Ground 增益大于 0、至少 2/3 种子 Ground 为正、平均 Joint 增益大于 0、no-point Ground/Joint 和逐样本预测严格回到基线。
|
| 76 |
+
|
| 77 |
+
## 5. 完整性与链路审计
|
| 78 |
+
|
| 79 |
+
正式启动前已确认:
|
| 80 |
+
|
| 81 |
+
- 四个关键源码 SHA 与旧确认实验一致;
|
| 82 |
+
- 三份 adapter SHA 与已发布权重一致;
|
| 83 |
+
- MTU3D 与 Sonata/PTv3 checkpoint SHA 一致;
|
| 84 |
+
- 所有 payload 由旧机直接经内存中继到 H100,不落本机;
|
| 85 |
+
- 评估在独立 staging 中运行,不覆盖当前主代码;
|
| 86 |
+
- GPU4/5/6 分别运行三个 full-point 种子,GPU7 运行 no-point;
|
| 87 |
+
- 导航主干与 PTv3 必须在结果文件中报告位级不变。
|
| 88 |
+
|
| 89 |
+
此外,正式运行使用 `steps=0` 并从冻结 adapter 读取既有校准参数。旧 17 个训练场景在这一模式下不会参与任何计算或统计;为避免四个进程重复构建完全无用的训练场景 PTv3 cache,评估专用 manifest 将 `selected_train_scene_ids` 置空,同时在 `source_adapter_train_scene_ids` 中原样保留 17 个训练场景身份。这个纯调度优化不修改源码、权重、校准、验证样本或 forward,已先在 2-decision 烟测中验证。
|
| 90 |
+
|
| 91 |
+
## 6. 扩大复测结果
|
| 92 |
+
|
| 93 |
+
### 6.1 三种子主结果
|
| 94 |
+
|
| 95 |
+
冻结 MTU3D 基线在三个种子中逐位相同。所有精度均基于每种子 1024 条、16 个场景的同一配对面板。
|
| 96 |
+
|
| 97 |
+
| seed | Ground 基线 | Ground 融合 | ΔGround | Joint 基线 | Joint 融合 | ΔJoint | Top-5 基线 | Top-5 融合 | ΔTop-5 | Mean loss 变化 |
|
| 98 |
+
|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
|
| 99 |
+
| 42 | 45.2148% | 45.4102% | **+0.1953pp** | 40.4297% | 40.9180% | **+0.4883pp** | 82.2266% | 83.3984% | **+1.1719pp** | -0.052252 |
|
| 100 |
+
| 123 | 45.2148% | 45.6055% | **+0.3906pp** | 40.4297% | 40.3320% | -0.0977pp | 82.2266% | 84.6680% | **+2.4414pp** | -0.052594 |
|
| 101 |
+
| 777 | 45.2148% | 46.1914% | **+0.9766pp** | 40.4297% | 41.4062% | **+0.9766pp** | 82.2266% | 83.6914% | **+1.4648pp** | -0.052270 |
|
| 102 |
+
| **三种子均值** | **45.2148%** | **45.7357%** | **+0.5208pp** | **40.4297%** | **40.8854%** | **+0.4557pp** | **82.2266%** | **83.9193%** | **+1.6927pp** | **-0.052372** |
|
| 103 |
+
|
| 104 |
+
直接结论:
|
| 105 |
+
|
| 106 |
+
- Ground 为 **3/3 种子正增益**;
|
| 107 |
+
- Joint 为 2/3 种子正增益,三种子均值仍为正;
|
| 108 |
+
- Ground Top-5 为 **3/3 种子正增益**,而且增益比 Top-1 更稳定;
|
| 109 |
+
- 3072 个种子×决策配对中,Ground rescue/harm 为 `81/65`,净救回 16;Joint 为 `59/45`,净救回 14。
|
| 110 |
+
|
| 111 |
+
### 6.2 场景聚类 bootstrap
|
| 112 |
+
|
| 113 |
+
以场景为统计 cluster、固定三个冻结种子为模型副本,10,000 次 bootstrap:
|
| 114 |
+
|
| 115 |
+
| 指标 | 三种子均值增益 | 场景 cluster 95% CI |
|
| 116 |
+
|---|---:|---:|
|
| 117 |
+
| Ground Top-1 | +0.5208pp | [-0.7161pp, +1.6927pp] |
|
| 118 |
+
| Joint | +0.4557pp | [-0.4557pp, +1.3346pp] |
|
| 119 |
+
| Ground Top-5 | **+1.6927pp** | **[+0.7161pp, +3.0599pp]** |
|
| 120 |
+
|
| 121 |
+
因此应区分两种强度的证据:
|
| 122 |
+
|
| 123 |
+
1. Top-1 Ground/Joint 的点估计和种子方向支持“小幅改善”,但 16 场景 cluster CI 仍跨 0,不能写成统计上已经排除零效应;
|
| 124 |
+
2. Top-5 的三种子方向一致,且合并场景 CI 下界大于 0,是本轮扩大面板中更稳健的证据,说明点云主要改善了候选排序/召回,但把正确候选推到 Top-1 的能力仍有限。
|
| 125 |
+
|
| 126 |
+
### 6.3 逐场景异质性
|
| 127 |
+
|
| 128 |
+
| 场景 | ΔGround | ΔJoint | ΔTop-5 |
|
| 129 |
+
|---|---:|---:|---:|
|
| 130 |
+
| y9hTuugGdiq | +5.21pp | +3.12pp | +10.42pp |
|
| 131 |
+
| 7MXmsvcQjpJ | +4.17pp | +1.56pp | +2.60pp |
|
| 132 |
+
| zt1RVoi7PcG | +2.60pp | +3.12pp | 0.00pp |
|
| 133 |
+
| q3zU7Yy5E5s | +2.08pp | +1.04pp | +1.04pp |
|
| 134 |
+
| ziup5kvtCCR | +2.08pp | +2.08pp | +0.52pp |
|
| 135 |
+
| BAbdmeyTvMZ | +1.56pp | 0.00pp | +1.56pp |
|
| 136 |
+
| LT9Jq6dN3Ea | +1.56pp | +1.04pp | 0.00pp |
|
| 137 |
+
| XB4GS9ShBRE | +0.52pp | +2.08pp | +2.08pp |
|
| 138 |
+
| a8BtkwhxdRV | +0.52pp | +1.56pp | +1.56pp |
|
| 139 |
+
| svBbv1Pavdk | +0.52pp | 0.00pp | +1.56pp |
|
| 140 |
+
| bxsVRursffK | 0.00pp | -1.04pp | +2.08pp |
|
| 141 |
+
| Dd4bFSTQ8gi | -1.56pp | 0.00pp | +2.08pp |
|
| 142 |
+
| VBzV5z6i1WS | -1.56pp | 0.00pp | +2.60pp |
|
| 143 |
+
| GLAQ4DNUx5U | -2.08pp | -3.12pp | -0.52pp |
|
| 144 |
+
| Nfvxx8J5NCo | -3.65pp | -1.56pp | +0.52pp |
|
| 145 |
+
| mv2HUxq3B53 | -3.65pp | -2.60pp | -1.04pp |
|
| 146 |
+
|
| 147 |
+
10/16 场景的 Ground 点估计非负,6/16 为负。效应明显依赖场景,这解释了扩大后 Top-1 从原来的 +4.58pp 缩小到 +0.52pp,也说明后续不能继续只靠全局语义单残差:需要候选局部几何、重建质量和保守置信门控来避免在不适合的场景中产生 harm。
|
| 148 |
+
|
| 149 |
+
### 6.4 no-point 与 loss 归因
|
| 150 |
+
|
| 151 |
+
seed42 的 `no_point_signal` 在 1024 条决策上:
|
| 152 |
+
|
| 153 |
+
- Ground、Joint、Top-5、Decision 均与冻结 MTU3D 基线完全相同;
|
| 154 |
+
- 每条样本的 ground/decision argmax 预测也完全相同;
|
| 155 |
+
- 证明 full-point 条件中的离散预测变化确实来自点云支路,而不是重新训练 MTU3D。
|
| 156 |
+
|
| 157 |
+
但 no-point 的 mean loss 从 0.684242 降到 0.633684,原因是加载 adapter 时也加载了训练集独立拟合、保持 argmax 的温度/偏置校准。loss 必须拆分:
|
| 158 |
+
|
| 159 |
+
| 分量 | loss reduction |
|
| 160 |
+
|---|---:|
|
| 161 |
+
| 基线 → no-point(校准/非点云项) | 0.050558 |
|
| 162 |
+
| no-point → full-point seed42(点云特异增量) | **0.001694** |
|
| 163 |
+
| 基线 → full-point seed42(总变化) | 0.052252 |
|
| 164 |
+
|
| 165 |
+
所以不能把总 `-0.05237` 全部写成点云贡献;点云特异的连续 loss 证据以 seed42 的 `0.001694` 为准。离散 Ground/Top-5 改变不受这一 argmax-preserving 校准混淆。
|
| 166 |
+
|
| 167 |
+
### 6.5 无指标的 formal r1 基础设施失败
|
| 168 |
+
|
| 169 |
+
formal r1 在生成任何性能指标前统一退出。原因是评估专用 manifest 已正确省略训练场景,但启动参数错误保留了训练期 `selection_decisions_per_scene=32`,使旧脚本尝试对空的训练 selection panel 聚合,报 `Cannot finalize empty validation metrics`。该错误发生在验证 forward 和结果落盘前,不能解释为模型或数据表现。
|
| 170 |
+
|
| 171 |
+
r2 只把 `steps=0` 时不应启用的 selection/calibration 计数改为 0;模型、三份权重、16 个场景、每场景 64 条决策、源码、forward、指标和门槛全部不变。修订已在正式 r2 前写入 `preregistration_amendment_r1.json`,r1 日志保留且不纳入性能统计。
|
| 172 |
+
|
| 173 |
+
## 7. 结论边界
|
| 174 |
+
|
| 175 |
+
本轮扩大复测为旧 `global_semantic_v2_b64_noappend_confirmatory4` 增加了比原确认集大 3.2 倍、场景完全独立的离线证据。结果支持以下结论:
|
| 176 |
+
|
| 177 |
+
1. 冻结 ZPlusM 点云经冻结 PTv3 接入冻结 MTU3D 后,在新场景上的 Ground Top-1 和 Joint 有小幅正点估计;Ground 为 3/3 种子正增益;
|
| 178 |
+
2. 更稳健的证据是 Ground Top-5:三种子均正、合并场景 cluster CI 下界大于 0,说明点云能够改善理解阶段的候选召回与排序;
|
| 179 |
+
3. Top-1 增益存在明显场景异质性,合并 CI 仍跨 0;旧全局语义 adapter 能证明信号有效,但不是最终在线融合方案;
|
| 180 |
+
4. no-point 的逐预测精确回退排除了“只是又训练了 MTU3D 参数”的解释;MTU3D 和 PTv3 在四组结果中均位级不变;
|
| 181 |
+
5. 本实验只支持离线理解结论,不能把 Ground/Joint 写成 ObjectNav 的 SR/SPL,也不能把 v179 在线权重误写成旧 confirmatory4 权重。
|
| 182 |
+
|
| 183 |
+
对下一版 v182 的直接启示是:保留已证明有效的 PTv3 语义来源,但应把候选局部 token 更早接入 MTU3D layer3→layer4,并用独立重建质量/候选置信门抑制 6 个负增益场景,而不是继续放大全局 residual 或只调最终分数。
|
| 184 |
+
|
| 185 |
+
## 8. 结果文件索引
|
| 186 |
+
|
| 187 |
+
- `formal_r2/analysis.json`:预注册聚合、三种子/场景 bootstrap、rescue-harm、no-point loss 拆分;
|
| 188 |
+
- `formal_r2/seed{42,123,777}/result.json`:三种子完整 1024 条逐样本结果;
|
| 189 |
+
- `formal_r2/no_point_seed42/result.json`:no-point 逐样本对照;
|
| 190 |
+
- `payload_sha_audit.json`:旧机/H100 146 个 payload 文件 SHA256 逐项一致;
|
| 191 |
+
- `transfer_audit.json`:不落本机的跨机传输记录;
|
| 192 |
+
- `preregistration.json` 与 `preregistration_amendment_r1.json`:原预注册及 r1 无指标基础设施修订。
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/payload_sha_audit.json
ADDED
|
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|
| 1 |
+
{
|
| 2 |
+
"schema": "nav3r-offline-expanded16-cross-host-sha-audit/v1",
|
| 3 |
+
"status": "passed",
|
| 4 |
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|
| 5 |
+
"scene_count": 16,
|
| 6 |
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| 7 |
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|
| 8 |
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"records": [
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| 9 |
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{
|
| 10 |
+
"source": "/opt/data/gaomingju/Nav3R0805/runtime/ptv3/reconstructed_hm3d_geometry_path/scans_train/7MXmsvcQjpJ/fixed_reference.json",
|
| 11 |
+
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|
| 12 |
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| 13 |
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|
| 14 |
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"match": true
|
| 15 |
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| 16 |
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|
| 17 |
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|
| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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|
| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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|
| 31 |
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|
| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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|
| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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|
| 46 |
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| 47 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 71 |
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| 74 |
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| 81 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 935 |
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| 940 |
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| 941 |
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| 942 |
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| 946 |
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| 947 |
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|
| 948 |
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| 949 |
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| 952 |
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| 954 |
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|
| 955 |
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| 961 |
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| 962 |
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| 963 |
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| 970 |
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| 991 |
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| 1020 |
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| 1022 |
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|
| 1023 |
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|
| 1024 |
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{
|
| 1025 |
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|
| 1026 |
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|
| 1027 |
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| 1028 |
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|
| 1029 |
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|
| 1030 |
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|
| 1031 |
+
]
|
| 1032 |
+
}
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/preregistration.json
ADDED
|
@@ -0,0 +1,94 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "nav3r-offline-confirmatory4-expanded16-preregistration/v1",
|
| 3 |
+
"created_at": "2026-08-23T00:00:00+08:00",
|
| 4 |
+
"status": "preregistered_before_evaluation",
|
| 5 |
+
"objective": "冻结旧离线最佳 global_semantic_v2_b64_noappend_confirmatory4,在更大的独立未见 HM3D 场景集上复测点云对离线理解指标的增益",
|
| 6 |
+
"claim_scope": "offline_heldout_ovon_grounding_and_decision_only",
|
| 7 |
+
"closed_loop_navigation_claim_allowed": false,
|
| 8 |
+
"sr_spl_claim_allowed": false,
|
| 9 |
+
"data": {
|
| 10 |
+
"source_split": "official HM3D OVON val_seen features/annotations plus fixed-reference reconstructed geometry packages",
|
| 11 |
+
"scene_count": 16,
|
| 12 |
+
"decisions_per_scene": 64,
|
| 13 |
+
"decision_offset": 0,
|
| 14 |
+
"expected_decisions_per_seed": 1024,
|
| 15 |
+
"scene_ids": [
|
| 16 |
+
"7MXmsvcQjpJ",
|
| 17 |
+
"a8BtkwhxdRV",
|
| 18 |
+
"BAbdmeyTvMZ",
|
| 19 |
+
"bxsVRursffK",
|
| 20 |
+
"Dd4bFSTQ8gi",
|
| 21 |
+
"GLAQ4DNUx5U",
|
| 22 |
+
"LT9Jq6dN3Ea",
|
| 23 |
+
"mv2HUxq3B53",
|
| 24 |
+
"Nfvxx8J5NCo",
|
| 25 |
+
"q3zU7Yy5E5s",
|
| 26 |
+
"svBbv1Pavdk",
|
| 27 |
+
"VBzV5z6i1WS",
|
| 28 |
+
"XB4GS9ShBRE",
|
| 29 |
+
"y9hTuugGdiq",
|
| 30 |
+
"ziup5kvtCCR",
|
| 31 |
+
"zt1RVoi7PcG"
|
| 32 |
+
],
|
| 33 |
+
"excluded_original_confirmatory_scenes": [
|
| 34 |
+
"5cdEh9F2hJL",
|
| 35 |
+
"6s7QHgap2fW",
|
| 36 |
+
"cvZr5TUy5C5",
|
| 37 |
+
"p53SfW6mjZe",
|
| 38 |
+
"wcojb4TFT35"
|
| 39 |
+
],
|
| 40 |
+
"required_train_scene_overlap": 0,
|
| 41 |
+
"required_original_confirmatory_scene_overlap": 0,
|
| 42 |
+
"local_payload_persistence_allowed": false
|
| 43 |
+
},
|
| 44 |
+
"frozen_adapters": {
|
| 45 |
+
"42": "5e1f360483acff9b43d4e42ab28faea5b133c4965acc42646912312e101c713b",
|
| 46 |
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"123": "1cc590fc4280a81b265ddada7831a89f29a72233b849d3a03906a0189110a94e",
|
| 47 |
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"777": "5c620c3e4722b148f474642a71b7c04f7e0d9de415acc436f6f1f91f8eb89de3"
|
| 48 |
+
},
|
| 49 |
+
"frozen_backbones": {
|
| 50 |
+
"mtu3d_sha256": "0bd24d081257ecba1b58df4203ecaa657763a6c2928e59fb3a0efe8aef3fc791",
|
| 51 |
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"sonata_ptv3_sha256": "c5ced5acdae30d1c469713398073a866e25e6e414e23feed5dc025373657ac50"
|
| 52 |
+
},
|
| 53 |
+
"required_source_sha256": {
|
| 54 |
+
"training_source_sha256": "7d7df8aaf84c8f8599bea01911fd759745906fb8d0c7f594af782cff1b91b9ff",
|
| 55 |
+
"bridge_source_sha256": "85da4b42b10b332b2f9314d672db72480d43eb6689e50f2548552ade3583f1b9",
|
| 56 |
+
"token_encoder_source_sha256": "a06f756d697dc7c73d5069357556a2d0995de6b387d2103e900a87d825fc340e",
|
| 57 |
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"mtu3d_query3d_source_sha256": "d9c315a54b092da96e74279c46e331ca02c6cac6891c06c4b2f962637a49ac99"
|
| 58 |
+
},
|
| 59 |
+
"architecture": {
|
| 60 |
+
"point_encoder": "frozen Sonata/PTv3",
|
| 61 |
+
"adapter": "bottleneck64 explicit global scene semantic grounding-only residual",
|
| 62 |
+
"point_memory_append": false,
|
| 63 |
+
"decision_logits": "frozen MTU3D, unchanged by point adapter",
|
| 64 |
+
"evaluation_steps": 0,
|
| 65 |
+
"adapter_training_allowed": false
|
| 66 |
+
},
|
| 67 |
+
"conditions": {
|
| 68 |
+
"seed42": "full point cloud",
|
| 69 |
+
"seed123": "full point cloud",
|
| 70 |
+
"seed777": "full point cloud",
|
| 71 |
+
"no_point_seed42": "no_point_signal exact-baseline control"
|
| 72 |
+
},
|
| 73 |
+
"primary_metrics": [
|
| 74 |
+
"ground_accuracy",
|
| 75 |
+
"joint_accuracy",
|
| 76 |
+
"ground_top5_accuracy",
|
| 77 |
+
"mean_loss"
|
| 78 |
+
],
|
| 79 |
+
"analysis": {
|
| 80 |
+
"paired_unit": "same scene/episode/sub_episode/time_step",
|
| 81 |
+
"uncertainty": "scene-cluster bootstrap 95% CI",
|
| 82 |
+
"bootstrap_seed": 20260823,
|
| 83 |
+
"bootstrap_resamples": 10000
|
| 84 |
+
},
|
| 85 |
+
"acceptance": {
|
| 86 |
+
"integrity_required": true,
|
| 87 |
+
"mean_ground_gain_strictly_positive": true,
|
| 88 |
+
"positive_ground_gain_seeds_at_least": 2,
|
| 89 |
+
"mean_joint_gain_strictly_positive": true,
|
| 90 |
+
"no_point_ground_and_joint_exactly_equal_baseline": true,
|
| 91 |
+
"confidence_intervals_are_reported_not_used_as_a_hard_gate": true
|
| 92 |
+
},
|
| 93 |
+
"interpretation_note": "该扩大集与原确认集在场景上独立,并采用另一批经 fixed-reference/alignment 审计的重建包;若结果不一致,必须先区分场景泛化、重建域差异和实现链路,不允许按结果修改门槛。"
|
| 94 |
+
}
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/preregistration_amendment_r1.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "nav3r-offline-confirmatory4-expanded16-preregistration-amendment/v1",
|
| 3 |
+
"date": "2026-08-23",
|
| 4 |
+
"reason": "formal_r1 implementation-control failure before any formal metric was produced",
|
| 5 |
+
"formal_r1_status": "invalid_no_metrics",
|
| 6 |
+
"observed_exception": "RuntimeError: Cannot finalize empty validation metrics",
|
| 7 |
+
"root_cause": {
|
| 8 |
+
"evaluation_manifest_selected_train_scene_ids": 0,
|
| 9 |
+
"steps": 0,
|
| 10 |
+
"selection_decisions_per_scene": 32,
|
| 11 |
+
"calibration_decisions_per_scene": 32,
|
| 12 |
+
"control_flow": "the nonzero selection count selected an empty training-scene selection panel instead of the 16-scene validation panel"
|
| 13 |
+
},
|
| 14 |
+
"amendment": {
|
| 15 |
+
"selection_decisions_per_scene": 0,
|
| 16 |
+
"calibration_decisions_per_scene": 0,
|
| 17 |
+
"train_decisions_per_scene": 1,
|
| 18 |
+
"explanation": "steps=0 loads the adapter's already-fitted calibration and performs no training or checkpoint selection; these parameters are therefore inactive evaluation infrastructure and must not select a nonexistent training panel"
|
| 19 |
+
},
|
| 20 |
+
"unchanged": [
|
| 21 |
+
"16 validation scenes",
|
| 22 |
+
"64 decisions per validation scene",
|
| 23 |
+
"decision offset 0",
|
| 24 |
+
"all three adapter files and SHA256 values",
|
| 25 |
+
"frozen MTU3D checkpoint",
|
| 26 |
+
"frozen Sonata/PTv3 checkpoint",
|
| 27 |
+
"four authoritative source files and SHA256 values",
|
| 28 |
+
"point cloud preprocessing and model forward",
|
| 29 |
+
"metrics, bootstrap policy and acceptance rules",
|
| 30 |
+
"GPU assignment"
|
| 31 |
+
],
|
| 32 |
+
"evidence_policy": "formal_r1 is retained as an implementation failure and excluded from all performance summaries; formal_r2 is the first valid formal evaluation",
|
| 33 |
+
"not_result_contingent": true
|
| 34 |
+
}
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/run_expanded16.sh
ADDED
|
@@ -0,0 +1,137 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env bash
|
| 2 |
+
set -euo pipefail
|
| 3 |
+
|
| 4 |
+
ROOT=/mnt/einsia/aws01-nvme/einsia-shared/homes/gaomingju/workspace/physbench_nav3r_objectnav_20260814
|
| 5 |
+
STAGE="$ROOT/runtime/staging/offline_confirmatory4_expand_20260823"
|
| 6 |
+
OUT="$ROOT/runtime/ptv3/offline_confirmatory4_expanded16_20260823"
|
| 7 |
+
PY="$ROOT/runtime/physbench_envs/envs/physbench-objectnav-mtu3d/bin/python"
|
| 8 |
+
TRAIN="$STAGE/scripts/train_ptv3_mtu3d_real_ovon_l40s.py"
|
| 9 |
+
MTU3D="$STAGE/third_party/MTU3D"
|
| 10 |
+
CHECKPOINT="$ROOT/runtime/mtu3d/checkpoints/stage2-pretrain-all/pytorch_model.bin"
|
| 11 |
+
SONATA="$ROOT/runtime/ptv3/checkpoints/sonata.pth"
|
| 12 |
+
AUDIT_MANIFEST="$ROOT/runtime/ptv3/alignment_manifest_17train_16unseen_offline_expand_20260823.json"
|
| 13 |
+
MANIFEST="$OUT/evaluation_manifest.json"
|
| 14 |
+
FEATURE="$ROOT/runtime/ptv3/data/extracted/embodied_scan_stage2_feat/HM3D"
|
| 15 |
+
VLE="$ROOT/runtime/ptv3/data/extracted/embodied_scan_vle_data/ovon"
|
| 16 |
+
PROCESSED="$ROOT/runtime/ptv3/data/processed_hm3d_official_train"
|
| 17 |
+
TRAIN_RECON="$ROOT/runtime/ptv3/reconstructed_hm3d_multiwindow_131072_canonicalref_17train/scans_train"
|
| 18 |
+
VAL_RECON="$ROOT/runtime/ptv3/reconstructed_hm3d_geometry_path_16unseen/scans_train"
|
| 19 |
+
TOKENIZER="$ROOT/runtime/ptv3/tokenizers/clip-vit-large-patch14"
|
| 20 |
+
ADAPTER_ROOT="$ROOT/runtime/publication_staging/20260822/global_semantic_v2_b64_noappend_confirmatory4"
|
| 21 |
+
|
| 22 |
+
mkdir -p "$OUT"
|
| 23 |
+
|
| 24 |
+
check_sha() {
|
| 25 |
+
local expected="$1"
|
| 26 |
+
local path="$2"
|
| 27 |
+
local actual
|
| 28 |
+
actual=$(sha256sum "$path" | awk '{print $1}')
|
| 29 |
+
if [[ "$actual" != "$expected" ]]; then
|
| 30 |
+
echo "SHA mismatch: $path expected=$expected actual=$actual" >&2
|
| 31 |
+
exit 2
|
| 32 |
+
fi
|
| 33 |
+
}
|
| 34 |
+
|
| 35 |
+
check_sha 7d7df8aaf84c8f8599bea01911fd759745906fb8d0c7f594af782cff1b91b9ff "$TRAIN"
|
| 36 |
+
check_sha 85da4b42b10b332b2f9314d672db72480d43eb6689e50f2548552ade3583f1b9 "$STAGE/nav3r/integration/mtu3d_ptv3_bridge.py"
|
| 37 |
+
check_sha a06f756d697dc7c73d5069357556a2d0995de6b387d2103e900a87d825fc340e "$STAGE/nav3r/integration/ptv3_token_encoder.py"
|
| 38 |
+
check_sha d9c315a54b092da96e74279c46e331ca02c6cac6891c06c4b2f962637a49ac99 "$MTU3D/model/query3d_vle.py"
|
| 39 |
+
check_sha 0bd24d081257ecba1b58df4203ecaa657763a6c2928e59fb3a0efe8aef3fc791 "$CHECKPOINT"
|
| 40 |
+
check_sha c5ced5acdae30d1c469713398073a866e25e6e414e23feed5dc025373657ac50 "$SONATA"
|
| 41 |
+
check_sha 5e1f360483acff9b43d4e42ab28faea5b133c4965acc42646912312e101c713b "$ADAPTER_ROOT/seed42/best_adapter.pt"
|
| 42 |
+
check_sha 1cc590fc4280a81b265ddada7831a89f29a72233b849d3a03906a0189110a94e "$ADAPTER_ROOT/seed123/best_adapter.pt"
|
| 43 |
+
check_sha 5c620c3e4722b148f474642a71b7c04f7e0d9de415acc436f6f1f91f8eb89de3 "$ADAPTER_ROOT/seed777/best_adapter.pt"
|
| 44 |
+
|
| 45 |
+
"$PY" - "$AUDIT_MANIFEST" "$MANIFEST" "$VAL_RECON" <<'PY'
|
| 46 |
+
import json
|
| 47 |
+
from pathlib import Path
|
| 48 |
+
import sys
|
| 49 |
+
audit_manifest = json.loads(Path(sys.argv[1]).read_text())
|
| 50 |
+
validation = audit_manifest["validation_scene_ids"]
|
| 51 |
+
training = audit_manifest["selected_train_scene_ids"]
|
| 52 |
+
if len(validation) != 16 or set(validation) & set(training):
|
| 53 |
+
raise SystemExit("invalid expanded validation manifest")
|
| 54 |
+
root = Path(sys.argv[3])
|
| 55 |
+
missing = [scene for scene in validation if not (root / scene / "zplusm_scene_input.npz").is_file()]
|
| 56 |
+
if missing:
|
| 57 |
+
raise SystemExit(f"missing reconstruction packages: {missing}")
|
| 58 |
+
# steps=0 loads the frozen adapter's already-fitted calibration. Training
|
| 59 |
+
# scenes cannot influence evaluation, so omit their costly feature/PTv3 cache
|
| 60 |
+
# construction while retaining their identities as immutable provenance.
|
| 61 |
+
evaluation_manifest = dict(audit_manifest)
|
| 62 |
+
evaluation_manifest["source_adapter_train_scene_ids"] = list(training)
|
| 63 |
+
evaluation_manifest["selected_train_scene_ids"] = []
|
| 64 |
+
evaluation_manifest["evaluation_only_skip_unused_train_cache"] = True
|
| 65 |
+
Path(sys.argv[2]).write_text(json.dumps(evaluation_manifest, indent=2) + "\n")
|
| 66 |
+
print(json.dumps({
|
| 67 |
+
"preflight": "passed",
|
| 68 |
+
"validation_scene_count": len(validation),
|
| 69 |
+
"source_adapter_train_scene_count": len(training),
|
| 70 |
+
"evaluation_train_scene_count": 0,
|
| 71 |
+
}))
|
| 72 |
+
PY
|
| 73 |
+
|
| 74 |
+
common=(
|
| 75 |
+
--project-root "$STAGE"
|
| 76 |
+
--mtu3d-root "$MTU3D"
|
| 77 |
+
--checkpoint "$CHECKPOINT"
|
| 78 |
+
--sonata-checkpoint "$SONATA"
|
| 79 |
+
--alignment-manifest "$MANIFEST"
|
| 80 |
+
--feature-root "$FEATURE"
|
| 81 |
+
--vle-root "$VLE"
|
| 82 |
+
--processed-root "$PROCESSED"
|
| 83 |
+
--reconstruction-root "$TRAIN_RECON"
|
| 84 |
+
--validation-reconstruction-root "$VAL_RECON"
|
| 85 |
+
--tokenizer "$TOKENIZER"
|
| 86 |
+
--train-decisions-per-scene 128
|
| 87 |
+
--selection-decisions-per-scene 32
|
| 88 |
+
--calibration-decisions-per-scene 32
|
| 89 |
+
--checkpoint-selection-objective loss_then_accuracy
|
| 90 |
+
--validation-decisions 64
|
| 91 |
+
--validation-decision-offset 0
|
| 92 |
+
--steps 0
|
| 93 |
+
--eval-every 1
|
| 94 |
+
--adapter-lr 0.0001
|
| 95 |
+
--gate-lr 0.001
|
| 96 |
+
--initial-fusion-scale 0.35
|
| 97 |
+
--point-token-count 256
|
| 98 |
+
--enable-global-semantic-residual
|
| 99 |
+
--global-semantic-ground-only
|
| 100 |
+
--global-semantic-bottleneck-size 64
|
| 101 |
+
--disable-point-memory-append
|
| 102 |
+
--raw-fused-aux-loss-weight 1.0
|
| 103 |
+
--ground-listwise-loss-weight 0.25
|
| 104 |
+
--ground-bce-loss-weight 1.0
|
| 105 |
+
--decision-loss-weight 1.0
|
| 106 |
+
)
|
| 107 |
+
|
| 108 |
+
launch() {
|
| 109 |
+
local gpu="$1"
|
| 110 |
+
local name="$2"
|
| 111 |
+
local seed="$3"
|
| 112 |
+
local adapter="$4"
|
| 113 |
+
local ablation="$5"
|
| 114 |
+
local run_out="$OUT/$name"
|
| 115 |
+
if [[ -e "$run_out/result.json" || -e "$OUT/$name.pid" ]]; then
|
| 116 |
+
echo "Refusing to overwrite existing run: $name" >&2
|
| 117 |
+
exit 3
|
| 118 |
+
fi
|
| 119 |
+
mkdir -p "$run_out"
|
| 120 |
+
nohup env CUDA_VISIBLE_DEVICES="$gpu" PYTHONPATH="$STAGE:$ROOT/runtime/ptv3/sonata" \
|
| 121 |
+
"$PY" "$TRAIN" "${common[@]}" \
|
| 122 |
+
--seed "$seed" \
|
| 123 |
+
--load-adapter "$adapter" \
|
| 124 |
+
--point-ablation "$ablation" \
|
| 125 |
+
--output-dir "$run_out" \
|
| 126 |
+
>"$OUT/$name.log" 2>&1 &
|
| 127 |
+
local pid=$!
|
| 128 |
+
echo "$pid" >"$OUT/$name.pid"
|
| 129 |
+
echo "$name gpu=$gpu pid=$pid"
|
| 130 |
+
}
|
| 131 |
+
|
| 132 |
+
launch 4 seed42 42 "$ADAPTER_ROOT/seed42/best_adapter.pt" full
|
| 133 |
+
launch 5 seed123 123 "$ADAPTER_ROOT/seed123/best_adapter.pt" full
|
| 134 |
+
launch 6 seed777 777 "$ADAPTER_ROOT/seed777/best_adapter.pt" full
|
| 135 |
+
launch 7 no_point_seed42 42 "$ADAPTER_ROOT/seed42/best_adapter.pt" no_point_signal
|
| 136 |
+
|
| 137 |
+
date --iso-8601=seconds >"$OUT/launched_at.txt"
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/run_expanded16_r2.sh
ADDED
|
@@ -0,0 +1,140 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env bash
|
| 2 |
+
set -euo pipefail
|
| 3 |
+
|
| 4 |
+
ROOT=/mnt/einsia/aws01-nvme/einsia-shared/homes/gaomingju/workspace/physbench_nav3r_objectnav_20260814
|
| 5 |
+
STAGE="$ROOT/runtime/staging/offline_confirmatory4_expand_20260823"
|
| 6 |
+
OUT="$ROOT/runtime/ptv3/offline_confirmatory4_expanded16_20260823"
|
| 7 |
+
RUN_ROOT="$OUT/formal_r2"
|
| 8 |
+
PY="$ROOT/runtime/physbench_envs/envs/physbench-objectnav-mtu3d/bin/python"
|
| 9 |
+
TRAIN="$STAGE/scripts/train_ptv3_mtu3d_real_ovon_l40s.py"
|
| 10 |
+
MTU3D="$STAGE/third_party/MTU3D"
|
| 11 |
+
CHECKPOINT="$ROOT/runtime/mtu3d/checkpoints/stage2-pretrain-all/pytorch_model.bin"
|
| 12 |
+
SONATA="$ROOT/runtime/ptv3/checkpoints/sonata.pth"
|
| 13 |
+
AUDIT_MANIFEST="$ROOT/runtime/ptv3/alignment_manifest_17train_16unseen_offline_expand_20260823.json"
|
| 14 |
+
MANIFEST="$RUN_ROOT/evaluation_manifest.json"
|
| 15 |
+
FEATURE="$ROOT/runtime/ptv3/data/extracted/embodied_scan_stage2_feat/HM3D"
|
| 16 |
+
VLE="$ROOT/runtime/ptv3/data/extracted/embodied_scan_vle_data/ovon"
|
| 17 |
+
PROCESSED="$ROOT/runtime/ptv3/data/processed_hm3d_official_train"
|
| 18 |
+
TRAIN_RECON="$ROOT/runtime/ptv3/reconstructed_hm3d_multiwindow_131072_canonicalref_17train/scans_train"
|
| 19 |
+
VAL_RECON="$ROOT/runtime/ptv3/reconstructed_hm3d_geometry_path_16unseen/scans_train"
|
| 20 |
+
TOKENIZER="$ROOT/runtime/ptv3/tokenizers/clip-vit-large-patch14"
|
| 21 |
+
ADAPTER_ROOT="$ROOT/runtime/publication_staging/20260822/global_semantic_v2_b64_noappend_confirmatory4"
|
| 22 |
+
|
| 23 |
+
mkdir -p "$OUT"
|
| 24 |
+
mkdir -p "$RUN_ROOT"
|
| 25 |
+
cp "$OUT/preregistration.json" "$RUN_ROOT/preregistration.json"
|
| 26 |
+
|
| 27 |
+
check_sha() {
|
| 28 |
+
local expected="$1"
|
| 29 |
+
local path="$2"
|
| 30 |
+
local actual
|
| 31 |
+
actual=$(sha256sum "$path" | awk '{print $1}')
|
| 32 |
+
if [[ "$actual" != "$expected" ]]; then
|
| 33 |
+
echo "SHA mismatch: $path expected=$expected actual=$actual" >&2
|
| 34 |
+
exit 2
|
| 35 |
+
fi
|
| 36 |
+
}
|
| 37 |
+
|
| 38 |
+
check_sha 7d7df8aaf84c8f8599bea01911fd759745906fb8d0c7f594af782cff1b91b9ff "$TRAIN"
|
| 39 |
+
check_sha 85da4b42b10b332b2f9314d672db72480d43eb6689e50f2548552ade3583f1b9 "$STAGE/nav3r/integration/mtu3d_ptv3_bridge.py"
|
| 40 |
+
check_sha a06f756d697dc7c73d5069357556a2d0995de6b387d2103e900a87d825fc340e "$STAGE/nav3r/integration/ptv3_token_encoder.py"
|
| 41 |
+
check_sha d9c315a54b092da96e74279c46e331ca02c6cac6891c06c4b2f962637a49ac99 "$MTU3D/model/query3d_vle.py"
|
| 42 |
+
check_sha 0bd24d081257ecba1b58df4203ecaa657763a6c2928e59fb3a0efe8aef3fc791 "$CHECKPOINT"
|
| 43 |
+
check_sha c5ced5acdae30d1c469713398073a866e25e6e414e23feed5dc025373657ac50 "$SONATA"
|
| 44 |
+
check_sha 5e1f360483acff9b43d4e42ab28faea5b133c4965acc42646912312e101c713b "$ADAPTER_ROOT/seed42/best_adapter.pt"
|
| 45 |
+
check_sha 1cc590fc4280a81b265ddada7831a89f29a72233b849d3a03906a0189110a94e "$ADAPTER_ROOT/seed123/best_adapter.pt"
|
| 46 |
+
check_sha 5c620c3e4722b148f474642a71b7c04f7e0d9de415acc436f6f1f91f8eb89de3 "$ADAPTER_ROOT/seed777/best_adapter.pt"
|
| 47 |
+
|
| 48 |
+
"$PY" - "$AUDIT_MANIFEST" "$MANIFEST" "$VAL_RECON" <<'PY'
|
| 49 |
+
import json
|
| 50 |
+
from pathlib import Path
|
| 51 |
+
import sys
|
| 52 |
+
audit_manifest = json.loads(Path(sys.argv[1]).read_text())
|
| 53 |
+
validation = audit_manifest["validation_scene_ids"]
|
| 54 |
+
training = audit_manifest["selected_train_scene_ids"]
|
| 55 |
+
if len(validation) != 16 or set(validation) & set(training):
|
| 56 |
+
raise SystemExit("invalid expanded validation manifest")
|
| 57 |
+
root = Path(sys.argv[3])
|
| 58 |
+
missing = [scene for scene in validation if not (root / scene / "zplusm_scene_input.npz").is_file()]
|
| 59 |
+
if missing:
|
| 60 |
+
raise SystemExit(f"missing reconstruction packages: {missing}")
|
| 61 |
+
# steps=0 loads the frozen adapter's already-fitted calibration. Training
|
| 62 |
+
# scenes cannot influence evaluation, so omit their costly feature/PTv3 cache
|
| 63 |
+
# construction while retaining their identities as immutable provenance.
|
| 64 |
+
evaluation_manifest = dict(audit_manifest)
|
| 65 |
+
evaluation_manifest["source_adapter_train_scene_ids"] = list(training)
|
| 66 |
+
evaluation_manifest["selected_train_scene_ids"] = []
|
| 67 |
+
evaluation_manifest["evaluation_only_skip_unused_train_cache"] = True
|
| 68 |
+
Path(sys.argv[2]).write_text(json.dumps(evaluation_manifest, indent=2) + "\n")
|
| 69 |
+
print(json.dumps({
|
| 70 |
+
"preflight": "passed",
|
| 71 |
+
"validation_scene_count": len(validation),
|
| 72 |
+
"source_adapter_train_scene_count": len(training),
|
| 73 |
+
"evaluation_train_scene_count": 0,
|
| 74 |
+
}))
|
| 75 |
+
PY
|
| 76 |
+
|
| 77 |
+
common=(
|
| 78 |
+
--project-root "$STAGE"
|
| 79 |
+
--mtu3d-root "$MTU3D"
|
| 80 |
+
--checkpoint "$CHECKPOINT"
|
| 81 |
+
--sonata-checkpoint "$SONATA"
|
| 82 |
+
--alignment-manifest "$MANIFEST"
|
| 83 |
+
--feature-root "$FEATURE"
|
| 84 |
+
--vle-root "$VLE"
|
| 85 |
+
--processed-root "$PROCESSED"
|
| 86 |
+
--reconstruction-root "$TRAIN_RECON"
|
| 87 |
+
--validation-reconstruction-root "$VAL_RECON"
|
| 88 |
+
--tokenizer "$TOKENIZER"
|
| 89 |
+
--train-decisions-per-scene 1
|
| 90 |
+
--selection-decisions-per-scene 0
|
| 91 |
+
--calibration-decisions-per-scene 0
|
| 92 |
+
--checkpoint-selection-objective loss_then_accuracy
|
| 93 |
+
--validation-decisions 64
|
| 94 |
+
--validation-decision-offset 0
|
| 95 |
+
--steps 0
|
| 96 |
+
--eval-every 1
|
| 97 |
+
--adapter-lr 0.0001
|
| 98 |
+
--gate-lr 0.001
|
| 99 |
+
--initial-fusion-scale 0.35
|
| 100 |
+
--point-token-count 256
|
| 101 |
+
--enable-global-semantic-residual
|
| 102 |
+
--global-semantic-ground-only
|
| 103 |
+
--global-semantic-bottleneck-size 64
|
| 104 |
+
--disable-point-memory-append
|
| 105 |
+
--raw-fused-aux-loss-weight 1.0
|
| 106 |
+
--ground-listwise-loss-weight 0.25
|
| 107 |
+
--ground-bce-loss-weight 1.0
|
| 108 |
+
--decision-loss-weight 1.0
|
| 109 |
+
)
|
| 110 |
+
|
| 111 |
+
launch() {
|
| 112 |
+
local gpu="$1"
|
| 113 |
+
local name="$2"
|
| 114 |
+
local seed="$3"
|
| 115 |
+
local adapter="$4"
|
| 116 |
+
local ablation="$5"
|
| 117 |
+
local run_out="$RUN_ROOT/$name"
|
| 118 |
+
if [[ -e "$run_out/result.json" || -e "$RUN_ROOT/$name.pid" ]]; then
|
| 119 |
+
echo "Refusing to overwrite existing run: $name" >&2
|
| 120 |
+
exit 3
|
| 121 |
+
fi
|
| 122 |
+
mkdir -p "$run_out"
|
| 123 |
+
nohup env CUDA_VISIBLE_DEVICES="$gpu" PYTHONPATH="$STAGE:$ROOT/runtime/ptv3/sonata" \
|
| 124 |
+
"$PY" "$TRAIN" "${common[@]}" \
|
| 125 |
+
--seed "$seed" \
|
| 126 |
+
--load-adapter "$adapter" \
|
| 127 |
+
--point-ablation "$ablation" \
|
| 128 |
+
--output-dir "$run_out" \
|
| 129 |
+
>"$RUN_ROOT/$name.log" 2>&1 &
|
| 130 |
+
local pid=$!
|
| 131 |
+
echo "$pid" >"$RUN_ROOT/$name.pid"
|
| 132 |
+
echo "$name gpu=$gpu pid=$pid"
|
| 133 |
+
}
|
| 134 |
+
|
| 135 |
+
launch 4 seed42 42 "$ADAPTER_ROOT/seed42/best_adapter.pt" full
|
| 136 |
+
launch 5 seed123 123 "$ADAPTER_ROOT/seed123/best_adapter.pt" full
|
| 137 |
+
launch 6 seed777 777 "$ADAPTER_ROOT/seed777/best_adapter.pt" full
|
| 138 |
+
launch 7 no_point_seed42 42 "$ADAPTER_ROOT/seed42/best_adapter.pt" no_point_signal
|
| 139 |
+
|
| 140 |
+
date --iso-8601=seconds >"$RUN_ROOT/launched_at.txt"
|
experiments/offline_global_semantic_v2_b64_noappend_confirmatory4_expanded16_20260823/transfer_audit.json
ADDED
|
@@ -0,0 +1,913 @@
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|
|
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| 908 |
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"bytes": 4090313,
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| 909 |
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"status": "existing_same_size"
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| 910 |
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}
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| 911 |
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],
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| 912 |
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"elapsed_seconds": 71.20932650566101
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| 913 |
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}
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