Pith Number

pith:5MNN3ESP

pith:2017:5MNN3ESPUBUZ7RMNTFRAQPY7ZU

not attested not anchored not stored refs pending

Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes

Keisuke Fukuda, Shuji Suzuki, Takuya Akiba

arxiv:1711.04325 v1 · 2017-11-12 · cs.DC · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MNN3ESPUBUZ7RMNTFRAQPY7ZU}

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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

7 papers in Pith

Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD

Fast Training of Sparse Graph Neural Networks on Dense Hardware

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

Scaling Laws for Transfer

Analyzing Reverse Address Translation Overheads in Multi-GPU Scale-Up Pods

Receipt and verification

First computed	2026-05-18T00:30:39.406125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb1add924fa0699fc58d9962083f1fcd2dabc668e246f73ee7cebbccfe16132b

Aliases

arxiv: 1711.04325 · arxiv_version: 1711.04325v1 · doi: 10.48550/arxiv.1711.04325 · pith_short_12: 5MNN3ESPUBUZ · pith_short_16: 5MNN3ESPUBUZ7RMN · pith_short_8: 5MNN3ESP

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/5MNN3ESPUBUZ7RMNTFRAQPY7ZU \
  | 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: eb1add924fa0699fc58d9962083f1fcd2dabc668e246f73ee7cebbccfe16132b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6012d0608f9b15b571e762c223a652bff5846e181e177e390e6f3babfb629de8",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2017-11-12T17:36:46Z",
    "title_canon_sha256": "d43e844c812acc66ef0e5a7b4f36929acb0bc4620e78d325733d7d67bba69109"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.04325",
    "kind": "arxiv",
    "version": 1
  }
}