Pith Number

pith:S2J23ZLK

pith:2022:S2J23ZLKY264QYN4Q644JZXKCL

not attested not anchored not stored refs pending

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

Jian Ren, Kaiyuan Yang, Qing Jin, Richard Zhuang, Sergey Tulyakov, Sumant Hanumante, Yanzhi Wang, Zhengang Li, Zhiyu Chen

arxiv:2202.05239 v1 · 2022-02-10 · cs.CV · cs.AI · cs.AR · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2J23ZLKY264QYN4Q644JZXKCL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Receipt and verification

First computed	2026-07-05T03:55:58.689603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9693ade56ac6bdc861bc87b9c4e6ea12d5cacb16e386007f90c7d8b22ac928df

Aliases

arxiv: 2202.05239 · arxiv_version: 2202.05239v1 · doi: 10.48550/arxiv.2202.05239 · pith_short_12: S2J23ZLKY264 · pith_short_16: S2J23ZLKY264QYN4 · pith_short_8: S2J23ZLK

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/S2J23ZLKY264QYN4Q644JZXKCL \
  | 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: 9693ade56ac6bdc861bc87b9c4e6ea12d5cacb16e386007f90c7d8b22ac928df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "648e12329d0083e24b9e622ddc367edcf660e0b35520816a420fff551ec8f759",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-02-10T18:48:56Z",
    "title_canon_sha256": "b463473ddfa73134da02aff5c0dfa983c599764546d4efbd2ec86bb68a47ae79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05239",
    "kind": "arxiv",
    "version": 1
  }
}