Pith Number

pith:J2LUZ564

pith:2017:J2LUZ564FUOB74RUDD6Q7Q3WSE

not attested not anchored not stored refs pending

Integrated Model, Batch and Domain Parallelism in Training Neural Networks

Amir Gholami, Ariful Azad, Aydin Buluc, Kurt Keutzer, Peter Jin

arxiv:1712.04432 v4 · 2017-12-12 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J2LUZ564FUOB74RUDD6Q7Q3WSE}

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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

Analyzing Reverse Address Translation Overheads in Multi-GPU Scale-Up Pods

Receipt and verification

First computed	2026-05-18T00:15:52.142853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e974cf7dc2d1c1ff23418fd0fc3769117ee8ca36cd3f9d9c35c3d6506abae22

Aliases

arxiv: 1712.04432 · arxiv_version: 1712.04432v4 · doi: 10.48550/arxiv.1712.04432 · pith_short_12: J2LUZ564FUOB · pith_short_16: J2LUZ564FUOB74RU · pith_short_8: J2LUZ564

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/J2LUZ564FUOB74RUDD6Q7Q3WSE \
  | 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: 4e974cf7dc2d1c1ff23418fd0fc3769117ee8ca36cd3f9d9c35c3d6506abae22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b75ed351ac0dd0d3a76c433d64caab5c6b6bdc12b3a0eb714049ac559a45bb1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-12T18:42:07Z",
    "title_canon_sha256": "b8baf00ad4866c3851c7191b5f08cbd95b50df7aaca2b26c630040a1594676ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04432",
    "kind": "arxiv",
    "version": 4
  }
}