Pith Number

pith:O2XS2KDX

pith:2025:O2XS2KDXPJVMTUB3N3WTEC52CX

not attested not anchored not stored refs pending

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators

Diyu Zhou, Guangyu Sun, Junchi Wu, XinFei Wan, Youwei Zhuo, Yun Liang, Yuyang Jin, Zhuoran Li

arxiv:2510.24112 v3 · 2025-10-28 · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2XS2KDXPJVMTUB3N3WTEC52CX}

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.

Receipt and verification

First computed	2026-07-30T01:19:15.936359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

76af2d28777a6ac9d03b6eed320bba15d1b7efe921e102a092902c900fac3f0f

Aliases

arxiv: 2510.24112 · arxiv_version: 2510.24112v3 · doi: 10.48550/arxiv.2510.24112 · pith_short_12: O2XS2KDXPJVM · pith_short_16: O2XS2KDXPJVMTUB3 · pith_short_8: O2XS2KDX

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/O2XS2KDXPJVMTUB3N3WTEC52CX \
  | 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: 76af2d28777a6ac9d03b6eed320bba15d1b7efe921e102a092902c900fac3f0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0852b2ce9e881997426d0ecfed394f1652f0ceb8d744ede77cbc2f826dd39bd6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-10-28T06:34:51Z",
    "title_canon_sha256": "33a11eb73b62f309b2bb90d9aba575c64972114178d313ff2dc008f0d5b1b4b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.24112",
    "kind": "arxiv",
    "version": 3
  }
}