Pith Number

pith:GDMKE6GD

pith:2020:GDMKE6GDP7FN2JJP5QXZBCVMRU

not attested not anchored not stored refs pending

The Limit of the Batch Size

Cho-Jui Hsieh, Huan Zhang, James Demmel, Yang You, Yuhui Wang, Zhao Zhang

arxiv:2006.08517 v1 · 2020-06-15 · 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{GDMKE6GDP7FN2JJP5QXZBCVMRU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Collaborative Batch Size Optimization for Federated Learning

Receipt and verification

First computed	2026-07-05T01:10:22.272211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30d8a278c37fcadd252fec2f908aac8d116f8ebe5b973601da2d4e3ba4a523f0

Aliases

arxiv: 2006.08517 · arxiv_version: 2006.08517v1 · doi: 10.48550/arxiv.2006.08517 · pith_short_12: GDMKE6GDP7FN · pith_short_16: GDMKE6GDP7FN2JJP · pith_short_8: GDMKE6GD

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/GDMKE6GDP7FN2JJP5QXZBCVMRU \
  | 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: 30d8a278c37fcadd252fec2f908aac8d116f8ebe5b973601da2d4e3ba4a523f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6489cf17e874b5d2d533b73c5f43a41ea11647ff49108151d13bb607eddf325f",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-15T16:18:05Z",
    "title_canon_sha256": "ac2474bdc60a30e08718c87c4c1295ef50d46e4162730cad3a1ed1a613230869"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.08517",
    "kind": "arxiv",
    "version": 1
  }
}