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Publish 11 evaluated Astra histories with reproducible checkpoint artifacts (part 54)
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"""Optional three-round detector-pattern refinement of a retained decoder."""
import numpy as np
from r3_pattern_model import predict
def refine(package, record, packed, probabilities):
settings = record.get('r3_pattern')
if settings is None:
return probabilities
with np.load(package/settings['weights'], allow_pickle=False) as saved:
state = {k: saved[k] for k in saved.files}
return predict(packed, state, probabilities, mode=settings['mode'])