Pith Number

pith:7KZKWSC3

pith:2025:7KZKWSC3NJBBVWEIPA4MQNABI4

not attested not anchored not stored refs pending

Asynchronous Sharpness-Aware Minimization For Fast and Accurate Deep Learning

Jihyun Lim, Junhyuk Jo, Sunwoo Lee

arxiv:2503.11147 v1 · 2025-03-14 · 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{7KZKWSC3NJBBVWEIPA4MQNABI4}

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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

LSAM: Asynchronous Distributed Training with Landscape-Smoothed Sharpness-Aware Minimization

Receipt and verification

First computed	2026-07-05T10:31:12.892328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fab2ab485b6a421ad8887838c83401472acfffeda0d5c864a7e655f9ea720e47

Aliases

arxiv: 2503.11147 · arxiv_version: 2503.11147v1 · doi: 10.48550/arxiv.2503.11147 · pith_short_12: 7KZKWSC3NJBB · pith_short_16: 7KZKWSC3NJBBVWEI · pith_short_8: 7KZKWSC3

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/7KZKWSC3NJBBVWEIPA4MQNABI4 \
  | 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: fab2ab485b6a421ad8887838c83401472acfffeda0d5c864a7e655f9ea720e47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2ac190ff62b113d3127e5e6d64510c8f7975a4a48dc4c757acd3e3756ec1999",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-14T07:34:39Z",
    "title_canon_sha256": "9ae1d661ebeb6ce57ea472a5eb5f593a56aa42c08723dc9a22dd5f369bb7b47b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11147",
    "kind": "arxiv",
    "version": 1
  }
}