47 lines
1.9 KiB
Python
47 lines
1.9 KiB
Python
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"""
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exp13_v2_launcher.py — Run exp13 multiscale sweep with convnext_model_v2.json (ep=13).
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Changes vs default exp13:
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- MODEL_1M → convnext_model_v2.json (calibration-fixed, always-positive z[13])
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- PROXY_B_DIM → 13 (z[13] is proxy_B dim in v2, vs z[10] in ep=17)
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Everything else identical to exp13_multiscale_sweep.py.
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Results logged to ../../exp13_v2_screening_run.log
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Usage (from nautilus_dolphin/ dir):
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python dvae/exp13_v2_launcher.py --subset 14 --top_k 20 # Phase 1 screening
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python dvae/exp13_v2_launcher.py --subset 0 --top_k 0 # Full 56-day run
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Why v2 should be better:
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ep=17 z[10]: ALWAYS NEGATIVE [-1.24, -0.30] → direct scaling configs hurt
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v2 z[13]: ALWAYS POSITIVE [+0.17, +1.46] → direct scaling configs work correctly
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Separation (proxy_B quartiles): 0.46 (ep=17) → 0.61 (v2) — 32% improvement
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"""
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import sys, os
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from pathlib import Path
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ROOT = Path(__file__).resolve().parent.parent.parent
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sys.path.insert(0, str(ROOT / 'nautilus_dolphin'))
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# ── patch model path and proxy_B dim before importing main ───────────────────
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MODEL_V2 = ROOT / 'nautilus_dolphin' / 'dvae' / 'convnext_model_v2.json'
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PROXY_B_V2 = 13 # z[13] r=+0.9332 for v2 ep=13 (auto-confirmed by proto_v2_query.py)
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assert MODEL_V2.exists(), f"v2 model not found: {MODEL_V2}"
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import dvae.exp13_multiscale_sweep as e13
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import dvae.convnext_sensor as cs
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# Patch module-level constants before main() runs
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e13.MODEL_1M = MODEL_V2
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e13.PROXY_B_DIM = PROXY_B_V2
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cs.PROXY_B_DIM = PROXY_B_V2 # sensor module also exports this
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print(f"[v2-launcher] MODEL_1M → {MODEL_V2.name}")
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print(f"[v2-launcher] PROXY_B_DIM → {PROXY_B_V2} (was 10)")
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print(f"[v2-launcher] v2 ep=13 val=18.002 z[13] r=+0.933 calibration=ALWAYS_POSITIVE")
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print()
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if __name__ == '__main__':
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e13.main()
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