Pith Number

pith:2MSA2NFZ

pith:2024:2MSA2NFZTBKANXNZUWSV5334LZ

not attested not anchored not stored refs pending

Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch

Hojae Son, Hui Guan, Juelin Liu, Marco Serafini, Saurabh Bajaj

arxiv:2406.00552 v4 · 2024-06-01 · cs.LG · cs.DC

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\usepackage{pith}
\pithnumber{2MSA2NFZTBKANXNZUWSV5334LZ}

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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

1 paper in Pith

Graph Neural Networks to Predict Coercivity of Hard Magnetic Microstructures

Receipt and verification

First computed	2026-07-05T09:52:38.349491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3240d34b9985406ddb9a5a55eef7c5e7405ab4066c658164b3f982757746b98

Aliases

arxiv: 2406.00552 · arxiv_version: 2406.00552v4 · doi: 10.48550/arxiv.2406.00552 · pith_short_12: 2MSA2NFZTBKA · pith_short_16: 2MSA2NFZTBKANXNZ · pith_short_8: 2MSA2NFZ

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/2MSA2NFZTBKANXNZUWSV5334LZ \
  | 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: d3240d34b9985406ddb9a5a55eef7c5e7405ab4066c658164b3f982757746b98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cacdc8918f86e7ac8e1d42b6527c01dd30b62710cb870a959397058815bd6ef",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-01T21:07:24Z",
    "title_canon_sha256": "a5a0ca053bbacd197c74a7e27469a86b23b930dfe348f21f0fccd753b1e0ef3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00552",
    "kind": "arxiv",
    "version": 4
  }
}