Pith Number

pith:JMHSAZXB

pith:2024:JMHSAZXB4GHOVUZ2MB66VV2ZY7

not attested not anchored not stored refs pending

AdaBatchGrad: Combining Adaptive Batch Size and Adaptive Step Size

Aigerim Zhumabayeva, Alexander Gasnikov, Chulu Xiang, Dmitry Kamzolov, Martin Tak\'a\v{c}, Petr Ostroukhov

arxiv:2402.05264 v1 · 2024-02-07 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JMHSAZXB4GHOVUZ2MB66VV2ZY7}

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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

Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism

Receipt and verification

First computed	2026-07-05T07:42:47.128145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b0f2066e1e18eead33a607dead759c7caa910a383d3985cc279f69dd9ac72f2

Aliases

arxiv: 2402.05264 · arxiv_version: 2402.05264v1 · doi: 10.48550/arxiv.2402.05264 · pith_short_12: JMHSAZXB4GHO · pith_short_16: JMHSAZXB4GHOVUZ2 · pith_short_8: JMHSAZXB

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/JMHSAZXB4GHOVUZ2MB66VV2ZY7 \
  | 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: 4b0f2066e1e18eead33a607dead759c7caa910a383d3985cc279f69dd9ac72f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f81b5a3050becfe77efe451c9481781ad29ba1b2f3a1212d61e6de5f590e85c",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T21:19:05Z",
    "title_canon_sha256": "c2625aa0de2aedfe6ada2fc77fad670551de7c150503e031935ed74adf01fe0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05264",
    "kind": "arxiv",
    "version": 1
  }
}