Pith Number

pith:6VARSBRX

pith:2018:6VARSBRX6E3HDBTBZP3WZOXG6B

not attested not anchored not stored refs pending

Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash

Hiroaki Mikami, Hisahiro Suganuma, Pongsakorn U-Chupala, Yoshiki Tanaka, Yuichi Kageyama

arxiv:1811.05233 v2 · 2018-11-13 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6VARSBRX6E3HDBTBZP3WZOXG6B}

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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

Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Receipt and verification

First computed	2026-05-17T23:52:04.414293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f541190637f136718661cbf76cbae6f0739e46cf4ee80f156d42ce5b21a0d6c1

Aliases

arxiv: 1811.05233 · arxiv_version: 1811.05233v2 · doi: 10.48550/arxiv.1811.05233 · pith_short_12: 6VARSBRX6E3H · pith_short_16: 6VARSBRX6E3HDBTB · pith_short_8: 6VARSBRX

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/6VARSBRX6E3HDBTBZP3WZOXG6B \
  | 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: f541190637f136718661cbf76cbae6f0739e46cf4ee80f156d42ce5b21a0d6c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64a9eeb5c319b65bc3c68598ef29104918cd63cfecf9a846b0e74e3fb43d040f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-13T11:52:04Z",
    "title_canon_sha256": "d6cd81252e89069e2d685a8db0e14d63ceaabc34f2ea6bef568baa2887ba52e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.05233",
    "kind": "arxiv",
    "version": 2
  }
}