Pith Number

pith:NWYLOVH6

pith:2021:NWYLOVH6OVZGDVWA3FVODJDQ3A

not attested not anchored not stored refs pending

Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Jihong Park, Jinho Choi, Mansi Uniyal, Mehdi Bennis, Moongu Jeon, Praneeth Vepakomma, Ramesh Raskar, Shraman Pal

arxiv:2112.05929 v1 · 2021-12-11 · cs.LG · 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{NWYLOVH6OVZGDVWA3FVODJDQ3A}

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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

2 papers in Pith

AC$^2$P$^2$SL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations

Receipt and verification

First computed	2026-07-05T03:40:08.289416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6db0b754fe757261d6c0d96ae1a470d834a9da330bdd512c44d3cf1ee2033b01

Aliases

arxiv: 2112.05929 · arxiv_version: 2112.05929v1 · doi: 10.48550/arxiv.2112.05929 · pith_short_12: NWYLOVH6OVZG · pith_short_16: NWYLOVH6OVZGDVWA · pith_short_8: NWYLOVH6

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/NWYLOVH6OVZGDVWA3FVODJDQ3A \
  | 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: 6db0b754fe757261d6c0d96ae1a470d834a9da330bdd512c44d3cf1ee2033b01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f930a81b4312f74f2e9e20a15ab8cd77ac17ec5a00bd90ca89d12c2e0298c8b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-11T08:33:25Z",
    "title_canon_sha256": "6eb8c02b4b871c84a6f331d7fcb40e706219b9461e00d7bbc924455f9dcfe31d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.05929",
    "kind": "arxiv",
    "version": 1
  }
}