Pith Number

pith:IYXKQTMI

pith:2024:IYXKQTMIDVA2JJ4ZM4SM73VUEB

not attested not anchored not stored refs pending

LAYUP: Asynchronous decentralized gradient descent with LAYer-wise UPdates

Anand Subramoney, Cabrel Teguemne Fokam, David Kappel, Khaleelulla Khan Nazeer, Lukas K\"onig, Marcel Nieveler

arxiv:2410.05985 v4 · 2024-10-08 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IYXKQTMIDVA2JJ4ZM4SM73VUEB}

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	2026-06-23T01:11:53.128854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

462ea84d881d41a4a7996724cfeeb4204c0f799ef1b2a0651206491d1cf3301e

Aliases

arxiv: 2410.05985 · arxiv_version: 2410.05985v4 · doi: 10.48550/arxiv.2410.05985 · pith_short_12: IYXKQTMIDVA2 · pith_short_16: IYXKQTMIDVA2JJ4Z · pith_short_8: IYXKQTMI

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/IYXKQTMIDVA2JJ4ZM4SM73VUEB \
  | 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: 462ea84d881d41a4a7996724cfeeb4204c0f799ef1b2a0651206491d1cf3301e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0a2f7823b719fbc5246589fe512264de94b31c60502b144020ea9801163cc81",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T12:32:36Z",
    "title_canon_sha256": "478deb1fc45def9252b65d7336df4f34d13b12ea8923a6014360ac802a44a394"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05985",
    "kind": "arxiv",
    "version": 4
  }
}