Pith Number

pith:XSSOFW5M

pith:2024:XSSOFW5MNP66E2GWAVN3DV5HCB

not attested not anchored not stored refs pending

Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning

Chenggang Zhao, Chengqi Deng, Guanting Chen, Haowei Zhang, Honghui Ding, Hui Qu, Jianzhong Guo, Jiashi Li, Junjie Qiu, Kai Dong, Kang Guan, Liyue Zhang, Mingchuan Zhang, Minghui Tang, Panpan Huang, Qiushi Du, Shanghao Lu, Shangyan Zhou, Shanhuang Chen, Shengfeng Ye, Shiyu Wang, Shuiping Yu, Shunfeng Zhou, Tian Pei, Wei An, Wenfeng Liang, Wenjun Gao, Wentao Zhang, Xiao Bi, XiaoDong Liu, Xiaotao Nie, Xiaowen Sun, Xin Liu, Xuan Lu, Xuecheng Su, Yanhong Xu, Yaohui Wang, Yao Zhao, Yichao Zhang, Yiliang Xiong, Ying He, Yixuan Tan, Yiyuan Liu, Yongji Wang, Yongqiang Guo, Yuheng Zou, Yukun Zha, Yuxuan Liu, Zehui Ren, Zhangli Sha, Zhe Fu, Ziwei Xie

arxiv:2408.14158 v2 · 2024-08-26 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XSSOFW5MNP66E2GWAVN3DV5HCB}

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

Decentralized Diffusion Models

Receipt and verification

First computed	2026-07-05T09:01:38.364337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bca4e2dbac6bfde268d6055bb1d7a71057668fdc904763ae58f025b53b97b1ed

Aliases

arxiv: 2408.14158 · arxiv_version: 2408.14158v2 · doi: 10.48550/arxiv.2408.14158 · pith_short_12: XSSOFW5MNP66 · pith_short_16: XSSOFW5MNP66E2GW · pith_short_8: XSSOFW5M

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/XSSOFW5MNP66E2GWAVN3DV5HCB \
  | 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: bca4e2dbac6bfde268d6055bb1d7a71057668fdc904763ae58f025b53b97b1ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be2d2407fadffa1f5c81dba03bfd6e4c5907d57b3c9ca3317aba4b6c800d7a41",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-08-26T10:11:56Z",
    "title_canon_sha256": "583e92dd72e4a087d72c7756debf8032fb798bc87d657bb2bfd4cd6667d3eab9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14158",
    "kind": "arxiv",
    "version": 2
  }
}