Pith Number

pith:RLLQL635

pith:2019:RLLQL6357CWNZYHNBMCYD3UK5B

not attested not anchored not stored refs pending

Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources

Haibin Lin, Hang Zhang, Mu Li, Sheng Zha, Tong He, Yifei Ma, Zhi Zhang

arxiv:1904.12043 v2 · 2019-04-26 · cs.LG · cs.CV · cs.DC · 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{RLLQL6357CWNZYHNBMCYD3UK5B}

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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

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Receipt and verification

First computed	2026-05-17T23:47:11.905499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ad705fb7df8acdce0ed0b0581ee8ae874c821720c471a4e77342528ea10c2f7

Aliases

arxiv: 1904.12043 · arxiv_version: 1904.12043v2 · doi: 10.48550/arxiv.1904.12043 · pith_short_12: RLLQL6357CWN · pith_short_16: RLLQL6357CWNZYHN · pith_short_8: RLLQL635

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/RLLQL6357CWNZYHNBMCYD3UK5B \
  | 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: 8ad705fb7df8acdce0ed0b0581ee8ae874c821720c471a4e77342528ea10c2f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c022da70190549add21afc47492b9139cdc9874f25cd2b98965605059981258f",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-26T20:45:28Z",
    "title_canon_sha256": "5150089e0d351168a8931ff09830cbfd6464a62c81c512a8222d5eccef97ec98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.12043",
    "kind": "arxiv",
    "version": 2
  }
}