Download scripts/verify_numerics.py from ayjays132/PhillNet_Recall: direct link, hf CLI and curl.
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https://huggingface.co/ayjays132/PhillNet_Recall/resolve/main/scripts/verify_numerics.py
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hf download hf://ayjays132/PhillNet_Recall/scripts/verify_numerics.py
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curl -L -o verify_numerics.py https://huggingface.co/ayjays132/PhillNet_Recall/resolve/main/scripts/verify_numerics.py
1.58 kB
| from pathlib import Path | |
| import sys,json,random,hashlib,time | |
| ROOT=Path(__file__).resolve().parents[1];sys.path.insert(0,str(ROOT)) | |
| from phillnet_recall import RecallPolicy | |
| from phillnet_recall.bank import Bank | |
| def main(): | |
| p=RecallPolicy();assert p.bank._lib is not None | |
| rng=random.Random(88371);rows=[[0.]*20,[1.]*20]+[[rng.random() for _ in range(20)] for _ in range(64)] | |
| checked=0;signatures=[];numeric_payloads=[] | |
| for ident in sorted(p.bank._ids): | |
| record=p.bank.record(ident);a=p.bank.score_many([ident]*len(rows),rows);b=[record.score_reference(r) for r in rows] | |
| assert a==b;checked+=len(rows);signatures.append(tuple(a)) | |
| # Exclude ID, metadata and checksum from numeric distinction check. | |
| raw=record.encode();numeric_payloads.append(raw[16:28]+raw[32:492]) | |
| rejected=0 | |
| for i in range(256): | |
| raw=bytearray(p.bank.data);at=rng.randrange(64,len(raw));raw[at]^=1 | |
| try:Bank(bytes(raw),native=True,max_count=22) | |
| except ValueError:rejected+=1 | |
| assert rejected==256 | |
| report={'checkpoint_sha256':p.bank.sha256,'records':p.bank.count,'record_size':500, | |
| 'native_reference_comparisons':checked,'exact_matches':checked, | |
| 'unique_numeric_payloads':len(set(numeric_payloads)),'unique_probe_signatures':len(set(signatures)), | |
| 'corrupt_bank_rejections':rejected,'scope':'Finite numerical and format checks, not model reasoning accuracy.'} | |
| (ROOT/'reports/numerics.json').write_text(json.dumps(report,indent=2)+'\n');print(json.dumps(report,indent=2)) | |
| if __name__=='__main__':main() | |