Pith Number

pith:EPJ4X3IR

pith:2025:EPJ4X3IRH3JLZCBJHPXEQMQYKE

not attested not anchored not stored refs pending

APT-LLM: Exploiting Arbitrary-Precision Tensor Core Computing for LLM Acceleration

Chao Fang, Haikuo Shao, Shaobo Ma, Zhongfeng Wang

arxiv:2508.19087 v1 · 2025-08-26 · cs.LG · cs.AI · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EPJ4X3IRH3JLZCBJHPXEQMQYKE}

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	2026-07-05T12:02:07.116270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23d3cbed113ed2bc88293bee4832185116b7b984c7f5ad1a7fe49759a7ab8b07

Aliases

arxiv: 2508.19087 · arxiv_version: 2508.19087v1 · doi: 10.48550/arxiv.2508.19087 · pith_short_12: EPJ4X3IRH3JL · pith_short_16: EPJ4X3IRH3JLZCBJ · pith_short_8: EPJ4X3IR

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/EPJ4X3IRH3JLZCBJHPXEQMQYKE \
  | 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: 23d3cbed113ed2bc88293bee4832185116b7b984c7f5ad1a7fe49759a7ab8b07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13e3d27d05e6f67f7752b6fd9bbde983aa52ce405b101e53de7c4fe792cc3793",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-26T14:48:29Z",
    "title_canon_sha256": "be919e2d034ca88ec0b0c3932ab03098c33e9d22e1dd28ebee532d66251c3ad4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19087",
    "kind": "arxiv",
    "version": 1
  }
}