Pith Number

pith:7XYXNUUE

pith:2023:7XYXNUUEL6EOO3TPFP6GQZIKJY

not attested not anchored not stored refs pending

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Adam Ghanem, Adolfy Hoisie, Alexander Brace, Alexey Svyatkovskiy, Ammar Ahmad Awan, Angela Dalton, Anima Anandkumar, Arash Vahdat, Arvind Ramanathan, Ashwin Aji, Austin Clyde, Bharat Kale, Bin Zhang, Bonnie Kruft, Carla M. Mann, Chaowei Xiao, Chengming Zhang, Christian Dallago, Christina Floristean, Cindy Orozco Bohorquez, Conglong Li, Connor Holmes, Cristina Negri, Dalton Lunga, Danilo Perez-Rivera, Dan Lu, Diangen Lin, Divya Kumar, Feiyi Wang, Gina Tourassi, Guojing Cong, Gustaf Ahdritz, Hang Liu, Heidi Hanson, Heng Ma, Ian Foster, Isaac Lyngaas, James J. Davis, Jeff Rasley, J. Gregory Pauloski, John Gounley, Jonathan Weyn, Josh Romero, Junqi Yin, Karl Schulz, Kate Evans, Kyle Felker, Kyle Hippe, Logan Ward, Mallikarjun Shankar, Martin Cai, Masahiro Tanaka, Massimiliano Lupo Pasini, Maulik Shukla, Maxim Zvyagin, Michael E. Papka, Michael Irvin, Michael Schulte, Ming Fan, Minjia Zhang, Mohammed AlQuraishi, Murali Emani, Pei Zhang, Pete Luferenko, Prasanna Balaprakash, Rao Kotamarthi, Rick Stevens, Romit Maulik, Ruixiong Zhang, Sajal Dash, Sam Foreman, Shinjae Yoo, Shiyang Chen, Shuaiwen Leon Song, Siyan Liu, Sylwester Klocek, Thomas Brettin, Thomas E Potok, Thomas Gibbs, Troy Arcomano, Valerie Hayot, Venkatram Vishwanath, Volodymyr Vragov, Weili Nie, William Tang, Xiao Wang, Xiaoxia Wu, Yihui Ren, Yuntian Deng, Yuxiong He, Zhen Xie, Zhongzhu Zhou

arxiv:2310.04610 v2 · 2023-10-06 · cs.AI · 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{7XYXNUUEL6EOO3TPFP6GQZIKJY}

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	2026-07-05T06:59:54.989424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdf176d2845f88e76e6f2bfc68650a4e2a996bf4923fe99bc4dfab8038a84ddf

Aliases

arxiv: 2310.04610 · arxiv_version: 2310.04610v2 · doi: 10.48550/arxiv.2310.04610 · pith_short_12: 7XYXNUUEL6EO · pith_short_16: 7XYXNUUEL6EOO3TP · pith_short_8: 7XYXNUUE

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/7XYXNUUEL6EOO3TPFP6GQZIKJY \
  | 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: fdf176d2845f88e76e6f2bfc68650a4e2a996bf4923fe99bc4dfab8038a84ddf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b65a0132bbbd70e88fe3a428dedb7c4e488b1292af47108e7b8f85c15d5a4f9e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-06T22:05:15Z",
    "title_canon_sha256": "bee79080069899ce7b158f7d911a52503f89db613bf98297cc12b170487a2e9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04610",
    "kind": "arxiv",
    "version": 2
  }
}