Pith Number

pith:U4AEDG4Q

pith:2019:U4AEDG4QEE3BFXCHCDYSORHGGS

not attested not anchored not stored refs pending

HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision

Amir Gholami, Kurt Keutzer, Michael Mahoney, Zhen Dong, Zhewei Yao

arxiv:1905.03696 v1 · 2019-04-29 · cs.CV

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\usepackage{pith}
\pithnumber{U4AEDG4QEE3BFXCHCDYSORHGGS}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Characterizing Optimizer-Dependent Training Dynamics Through Hessian Eigenvector Displacement and Localization

DPQuant: Efficient and Differentially-Private Model Training via Dynamic Quantization Scheduling

Receipt and verification

First computed	2026-07-05T00:50:50.189643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a700419b90213612dc4710f12744e63496116b9846372676f76eebeae5b789c5

Aliases

arxiv: 1905.03696 · arxiv_version: 1905.03696v1 · doi: 10.48550/arxiv.1905.03696 · pith_short_12: U4AEDG4QEE3B · pith_short_16: U4AEDG4QEE3BFXCH · pith_short_8: U4AEDG4Q

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/U4AEDG4QEE3BFXCHCDYSORHGGS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a700419b90213612dc4710f12744e63496116b9846372676f76eebeae5b789c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc8fca9e3122830150030acc9ff6dde0d215edffadcfcf9953baa4c3d19bfc5f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-04-29T06:49:08Z",
    "title_canon_sha256": "d02ca1f1461adbb0fe459f7c6e0c1d096c29a46d1d9f3891eb4c952e2bf81f7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.03696",
    "kind": "arxiv",
    "version": 1
  }
}