Pith Number

pith:CUJAYCDE

pith:2017:CUJAYCDE6F3THP6VBUAFVY37NR

not attested not anchored not stored refs pending

Large Batch Training of Convolutional Networks

Boris Ginsburg, Igor Gitman, Yang You

arxiv:1708.03888 v3 · 2017-08-13 · cs.CV

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\usepackage{pith}
\pithnumber{CUJAYCDE6F3THP6VBUAFVY37NR}

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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

33 papers in Pith

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

A Physics-Inspired Optimizer: Velocity Regularized Adam

One LR Doesn't Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs

Scalable On-Policy Reinforcement Learning via Adaptive Batch Scaling

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

Receipt and verification

First computed	2026-05-18T00:35:13.488941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15120c0864f17733bfd50d005ae37f6c490d6d244f6eda36fb42fbf80c7c0be7

Aliases

arxiv: 1708.03888 · arxiv_version: 1708.03888v3 · doi: 10.48550/arxiv.1708.03888 · pith_short_12: CUJAYCDE6F3T · pith_short_16: CUJAYCDE6F3THP6V · pith_short_8: CUJAYCDE

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/CUJAYCDE6F3THP6VBUAFVY37NR \
  | 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: 15120c0864f17733bfd50d005ae37f6c490d6d244f6eda36fb42fbf80c7c0be7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "139d36b82a88228572bf1c17ade1e5f814b9a6680d92a66a6d6a897059a41f07",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-08-13T11:01:57Z",
    "title_canon_sha256": "c7da68d46ef44709cae0811fa643ebd37bb164c7c22bc80471c77bcb15d53b1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.03888",
    "kind": "arxiv",
    "version": 3
  }
}