Pith Number

pith:KTG5G226

pith:2018:KTG5G2264D7U46VOX2G4SS2PXA

not attested not anchored not stored refs pending

Large batch size training of neural networks with adversarial training and second-order information

Amir Gholami, Daiyaan Arfeen, Joseph Gonzalez, Kurt Keutzer, Michael Mahoney, Richard Liaw, Zhewei Yao

arxiv:1810.01021 v3 · 2018-10-02 · cs.LG · cs.AI · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTG5G2264D7U46VOX2G4SS2PXA}

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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.

Receipt and verification

First computed	2026-07-05T00:29:27.112685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54cdd36b5ee0ff4e7aaebe8dc94b4fb8234b8d57aec0e1df91a75994cd94731b

Aliases

arxiv: 1810.01021 · arxiv_version: 1810.01021v3 · doi: 10.48550/arxiv.1810.01021 · pith_short_12: KTG5G2264D7U · pith_short_16: KTG5G2264D7U46VO · pith_short_8: KTG5G226

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/KTG5G2264D7U46VOX2G4SS2PXA \
  | 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: 54cdd36b5ee0ff4e7aaebe8dc94b4fb8234b8d57aec0e1df91a75994cd94731b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baf6518a546b888cf0d03f566f99e4d02e1224fec1e0cafe7e3513cd3e968444",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-02T00:31:46Z",
    "title_canon_sha256": "c25c837a43509d023319b3a3b60a1246f7177cbdc6873b872804cd88f07c98c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01021",
    "kind": "arxiv",
    "version": 3
  }
}