Pith Number

pith:H7ZXGXT7

pith:2024:H7ZXGXT7WHNVWQEHPXMZPNZXVO

not attested not anchored not stored refs pending

Empowering Federated Learning for Massive Models with NVIDIA FLARE

Adithya Renduchintala, Andrew Feng, Camir Ricketts, Chester Chen, Daguang Xu, Holger R. Roth, Isaac Yang, Kevin Lu, Kristopher Kersten, Sean Yang, Yan Cheng, Yuan-Ting Hsieh, Yuhong Wen, Zhihong Zhang, Ziyue Xu

arxiv:2402.07792 v1 · 2024-02-12 · cs.LG · 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{H7ZXGXT7WHNVWQEHPXMZPNZXVO}

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	2026-07-05T07:44:12.517019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ff3735e7fb1db5b40877dd997b737ab957dac5fdc18304e361558e9a847e0c2

Aliases

arxiv: 2402.07792 · arxiv_version: 2402.07792v1 · doi: 10.48550/arxiv.2402.07792 · pith_short_12: H7ZXGXT7WHNV · pith_short_16: H7ZXGXT7WHNVWQEH · pith_short_8: H7ZXGXT7

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/H7ZXGXT7WHNVWQEHPXMZPNZXVO \
  | 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: 3ff3735e7fb1db5b40877dd997b737ab957dac5fdc18304e361558e9a847e0c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58b8a3dd9ba18a00e0c46c3dd689ced0436369def10356107e658d147115d9bd",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-12T16:59:05Z",
    "title_canon_sha256": "da87a7afd1127875c80ea6a3e78b41b5710308175f490d321647d5a3bf290b2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07792",
    "kind": "arxiv",
    "version": 1
  }
}