Pith Number

pith:F2AGGSE3

pith:2021:F2AGGSE3FXJ3QIJCQZ3QT5H25H

not attested not anchored not stored refs pending

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models

Daya Khudia, Harish Dattatraya Dixit, Jianyu Huang, Jongsoo Park, Ping Tak Peter Tang, Sihuan Li, Zizhong Chen

arxiv:2103.00130 v1 · 2021-02-27 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2AGGSE3FXJ3QIJCQZ3QT5H25H}

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	2026-07-05T02:19:02.669894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e8063489b2dd3b82122867709f4fae9fa2554dfa159dc912e64bfc554db43cb

Aliases

arxiv: 2103.00130 · arxiv_version: 2103.00130v1 · doi: 10.48550/arxiv.2103.00130 · pith_short_12: F2AGGSE3FXJ3 · pith_short_16: F2AGGSE3FXJ3QIJC · pith_short_8: F2AGGSE3

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/F2AGGSE3FXJ3QIJCQZ3QT5H25H \
  | 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: 2e8063489b2dd3b82122867709f4fae9fa2554dfa159dc912e64bfc554db43cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce27e4130c3144186fefec8ab99b3e4cba588eba946f63f2a1c584f958642014",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-02-27T05:07:20Z",
    "title_canon_sha256": "af4e5de53df69d245a78669550566f4f63e21dd7e57abee9ead4c90bbaad49b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.00130",
    "kind": "arxiv",
    "version": 1
  }
}