Pith Number

pith:CXRMH4KG

pith:2021:CXRMH4KG3TUYKMEAWPDDJJ3LVI

not attested not anchored not stored refs pending

BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization

Hai Li, Huanrui Yang, Lin Duan, Yiran Chen

arxiv:2102.10462 v1 · 2021-02-20 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CXRMH4KG3TUYKMEAWPDDJJ3LVI}

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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

GAMMA: Global Bit Allocation for Mixed-Precision Models under Arbitrary Budgets

STQuant: Spatio-Temporal Adaptive Framework for Optimizer Quantization in Large Multimodal Model Training

Receipt and verification

First computed	2026-07-05T02:16:58.187207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15e2c3f146dce9853080b3c634a76baa125d44e2832327907edb2fe35b5a074a

Aliases

arxiv: 2102.10462 · arxiv_version: 2102.10462v1 · doi: 10.48550/arxiv.2102.10462 · pith_short_12: CXRMH4KG3TUY · pith_short_16: CXRMH4KG3TUYKMEA · pith_short_8: CXRMH4KG

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/CXRMH4KG3TUYKMEAWPDDJJ3LVI \
  | 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: 15e2c3f146dce9853080b3c634a76baa125d44e2832327907edb2fe35b5a074a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc1b89a1b11e6783a7df3d2ffd1ded680ee3f8a5a2e6f1c82a89626e77abc9f6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-20T22:37:41Z",
    "title_canon_sha256": "a964434da5bceba70e6383b61630bf7dd159ddf50278e087cc051cff624796d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.10462",
    "kind": "arxiv",
    "version": 1
  }
}