Pith Number

pith:N5XAX57C

pith:2024:N5XAX57CD2K7ERRYQM2X3667ZU

not attested not anchored not stored refs pending

FastAttention: Extend FlashAttention2 to NPUs and Low-resource GPUs

Cheng Qian, Han Bao, Haoran Lin, Jiaxin Hu, Jun Yao, Kang Zhao, Lu Hou, Mingkai Wang, Qixin Chang, Siyue Sui, Stanislav Kamenev, Ting Hu, Weiguo Liu, Weihao Sun, Xianzhi Yu, Yinfei Pan, Ying Zhang, Yu Yang, Zekun Yin, Zongyuan Zhan

arxiv:2410.16663 v1 · 2024-10-22 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N5XAX57CD2K7ERRYQM2X3667ZU}

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

SMC-AI: Scaling Monte Carlo Simulation to Four Trillion Atoms with AI Accelerators

Receipt and verification

First computed	2026-07-05T09:24:04.847520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f6e0bf7e21e95f2463883357dfbdfcd3b4047afb94acd9b4ded0cb6abe24d96

Aliases

arxiv: 2410.16663 · arxiv_version: 2410.16663v1 · doi: 10.48550/arxiv.2410.16663 · pith_short_12: N5XAX57CD2K7 · pith_short_16: N5XAX57CD2K7ERRY · pith_short_8: N5XAX57C

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/N5XAX57CD2K7ERRYQM2X3667ZU \
  | 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: 6f6e0bf7e21e95f2463883357dfbdfcd3b4047afb94acd9b4ded0cb6abe24d96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bb6130061d68790481f1bb9ade46e5b9117bf5bd18fcbe2fa4dae2882fd9f10",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-22T03:29:33Z",
    "title_canon_sha256": "0bab602d6afdda6927bc5cc212092324e056740073c1d3e4a570d1bd086464f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16663",
    "kind": "arxiv",
    "version": 1
  }
}