Pith Number

pith:A5KE4HW5

pith:2017:A5KE4HW5NPUAPFV3W7D3PQL3A7

not attested not anchored not stored refs pending

AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks

Aditya Devarakonda, Maxim Naumov, Michael Garland

arxiv:1712.02029 v2 · 2017-12-06 · 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{A5KE4HW5NPUAPFV3W7D3PQL3A7}

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

6 papers in Pith

Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Scaling Laws for Transfer

A General Language Assistant as a Laboratory for Alignment

Convergence of Riemannian Stochastic Gradient Descents: Varying Batch Sizes And Nonstandard Batch Forming

Language Models (Mostly) Know What They Know

Receipt and verification

First computed	2026-05-18T00:23:22.798655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07544e1edd6be80796bbb7c7b7c17b07c1d84aeff71194f46b86cb7767ea72f5

Aliases

arxiv: 1712.02029 · arxiv_version: 1712.02029v2 · doi: 10.48550/arxiv.1712.02029 · pith_short_12: A5KE4HW5NPUA · pith_short_16: A5KE4HW5NPUAPFV3 · pith_short_8: A5KE4HW5

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/A5KE4HW5NPUAPFV3W7D3PQL3A7 \
  | 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: 07544e1edd6be80796bbb7c7b7c17b07c1d84aeff71194f46b86cb7767ea72f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d050bfa8e36256f0a37f9312bb53dc2873f07b1fce9219b3461875f02343c4e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-06T04:19:14Z",
    "title_canon_sha256": "5fe58d15f60cdab5d55ec0fa3e1a3eaba2c1696d3f95d9b0226330342c3016d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.02029",
    "kind": "arxiv",
    "version": 2
  }
}