Pith Number

pith:2PRIO65F

pith:2020:2PRIO65FKB3ILCVVGBOU2Q2XDK

not attested not anchored not stored refs pending

Study on the Large Batch Size Training of Neural Networks Based on the Second Order Gradient

Fengli Gao, Huicai Zhong

arxiv:2012.08795 v1 · 2020-12-16 · 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{2PRIO65FKB3ILCVVGBOU2Q2XDK}

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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

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

Receipt and verification

First computed	2026-07-05T02:00:03.381119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3e2877ba55076858ab5305d4d43571aa3920936c4ac641be730eda3163e8b47

Aliases

arxiv: 2012.08795 · arxiv_version: 2012.08795v1 · doi: 10.48550/arxiv.2012.08795 · pith_short_12: 2PRIO65FKB3I · pith_short_16: 2PRIO65FKB3ILCVV · pith_short_8: 2PRIO65F

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/2PRIO65FKB3ILCVVGBOU2Q2XDK \
  | 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: d3e2877ba55076858ab5305d4d43571aa3920936c4ac641be730eda3163e8b47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a10c685dfe474dc6d11813d46db6f5fa442e31b1c03371ac3da9b6816abe697",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-16T08:43:15Z",
    "title_canon_sha256": "d56e13622f338b5db4fb82978c636e90cb95021a046f04881ead10740a81679e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.08795",
    "kind": "arxiv",
    "version": 1
  }
}