Pith Number

pith:2KGEE7LV

pith:2023:2KGEE7LVQZ4P7AZ4VOBG4XOWE6

not attested not anchored not stored refs pending

Proteus: Simulating the Performance of Distributed DNN Training

Dahua Lin, Jiangfei Duan, Ping Xu, Shengen Yan, Xingcheng Zhang, Xiuhong Li, Yun Liang

arxiv:2306.02267 v1 · 2023-06-04 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2KGEE7LVQZ4P7AZ4VOBG4XOWE6}

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	2026-07-05T06:17:15.098397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d28c427d758678ff833cab826e5dd6278548eb5b7d49110a350c0b96a4f90c47

Aliases

arxiv: 2306.02267 · arxiv_version: 2306.02267v1 · doi: 10.48550/arxiv.2306.02267 · pith_short_12: 2KGEE7LVQZ4P · pith_short_16: 2KGEE7LVQZ4P7AZ4 · pith_short_8: 2KGEE7LV

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/2KGEE7LVQZ4P7AZ4VOBG4XOWE6 \
  | 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: d28c427d758678ff833cab826e5dd6278548eb5b7d49110a350c0b96a4f90c47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "879bfc693e7dd07fa0f6864aecd289735093e998dd88e2c9c2538a5735893cf0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-06-04T05:47:32Z",
    "title_canon_sha256": "823bff92d0ff36355b6c45180b538ea8b38e2e82b966b33396d6feaa49e47bfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02267",
    "kind": "arxiv",
    "version": 1
  }
}