Pith Number

pith:EHC42OIH

pith:2024:EHC42OIH4S3IRN7M46FQCTMN6Z

not attested not anchored not stored refs pending

Time Transfer: On Optimal Learning Rate and Batch Size In The Infinite Data Limit

Jan Ebert, Jiangtao Wang, Oleg Filatov, Stefan Kesselheim

arxiv:2410.05838 v2 · 2024-10-08 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EHC42OIH4S3IRN7M46FQCTMN6Z}

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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

2 papers in Pith

How to Allocate Your Tokens? Scaling Laws with Training Steps and Batch Size

COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training

Receipt and verification

First computed	2026-07-05T09:59:00.301639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21c5cd3907e4b688b7ece78b014d8df64138f49acacbfe1e55b3045ab0ea2104

Aliases

arxiv: 2410.05838 · arxiv_version: 2410.05838v2 · doi: 10.48550/arxiv.2410.05838 · pith_short_12: EHC42OIH4S3I · pith_short_16: EHC42OIH4S3IRN7M · pith_short_8: EHC42OIH

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/EHC42OIH4S3IRN7M46FQCTMN6Z \
  | 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: 21c5cd3907e4b688b7ece78b014d8df64138f49acacbfe1e55b3045ab0ea2104

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c93520964e4141c87f53d4bd91c345c37ec5aa8026415fc21817a94a54887a5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T09:06:34Z",
    "title_canon_sha256": "492a820dc01631f3ac1f05b8c46c4e4ec8e3a0e42cd4817defb2837b1bb97f67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05838",
    "kind": "arxiv",
    "version": 2
  }
}