Pith Number

pith:F5MEEHYL

pith:2023:F5MEEHYL7AECMNWZZNP6PTUANT

not attested not anchored not stored refs pending

Robust Fully-Asynchronous Methods for Distributed Training over General Architecture

Jinming Xu, Shibo He, Yan Huang, Ye Tian, Zehan Zhu

arxiv:2307.11617 v2 · 2023-07-21 · cs.DC · 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{F5MEEHYL7AECMNWZZNP6PTUANT}

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

Asynchronous Decentralized SGD under Non-Convexity: A Block-Coordinate Descent Framework

Receipt and verification

First computed	2026-07-05T08:49:25.096499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f58421f0bf8082636d9cb5fe7ce806cc323e12f4431ce481526f9c8818e6dd1

Aliases

arxiv: 2307.11617 · arxiv_version: 2307.11617v2 · doi: 10.48550/arxiv.2307.11617 · pith_short_12: F5MEEHYL7AEC · pith_short_16: F5MEEHYL7AECMNWZ · pith_short_8: F5MEEHYL

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/F5MEEHYL7AECMNWZZNP6PTUANT \
  | 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: 2f58421f0bf8082636d9cb5fe7ce806cc323e12f4431ce481526f9c8818e6dd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "132bf55e09a8b80653c9545b0d5080b58d6f4da65a5d1318fd7201e00b46cc53",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-07-21T14:36:40Z",
    "title_canon_sha256": "99b28b06a6eed4be172440d0f15e48141fb7f06fa35f836e508c21f4dc1b4987"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.11617",
    "kind": "arxiv",
    "version": 2
  }
}