Pith Number

pith:HKFU6CBU

pith:2024:HKFU6CBUIX6MMNMK3K5IUWYT2A

not attested not anchored not stored refs pending

Towards Accurate and Efficient Sub-8-Bit Integer Training

Donglai Liu, Jie Lei, Shulin Zeng, Weiying Xie, Wenjin Guo, Xuefei Ning, Yunsong Li, Yu Wang, Zhenman Fang, Zihan Meng

arxiv:2411.10948 v1 · 2024-11-17 · 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{HKFU6CBUIX6MMNMK3K5IUWYT2A}

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.

Receipt and verification

First computed	2026-07-05T09:36:25.944034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a8b4f083445fcc6358adaba8a5b13d035cd9baa25357d4d21fbc6b9a7f14948

Aliases

arxiv: 2411.10948 · arxiv_version: 2411.10948v1 · doi: 10.48550/arxiv.2411.10948 · pith_short_12: HKFU6CBUIX6M · pith_short_16: HKFU6CBUIX6MMNMK · pith_short_8: HKFU6CBU

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/HKFU6CBUIX6MMNMK3K5IUWYT2A \
  | 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: 3a8b4f083445fcc6358adaba8a5b13d035cd9baa25357d4d21fbc6b9a7f14948

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "580774584ed5ab92494ed9888ddf40fa6b84e7590cc2ca70bfe9107b46e55a9f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-17T03:32:36Z",
    "title_canon_sha256": "c64a24d26050edd0812cf7ed0826704c83712dd20f323cb3dadfe189281d91cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10948",
    "kind": "arxiv",
    "version": 1
  }
}