Pith Number

pith:ESXJ44FS

pith:2022:ESXJ44FSQQ6LC66ULB2BXLTVBA

not attested not anchored not stored refs pending

Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference

Alex Liu, Daniel Abel, Fan Yu, Gems Guo, Jerry Shi, Jianbing Dong, Jie Liu, Joey Wang, Kunlun Li, Matthias Langer, Minseok Lee, Yingcan Wei

arxiv:2210.08803 v1 · 2022-10-17 · cs.DC · cs.AI · cs.IR · 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{ESXJ44FSQQ6LC66ULB2BXLTVBA}

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	2026-07-05T05:07:15.284964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24ae9e70b2843cb17bd458741bae75083c724b13b2ea20a4a9fe002be702b782

Aliases

arxiv: 2210.08803 · arxiv_version: 2210.08803v1 · doi: 10.48550/arxiv.2210.08803 · pith_short_12: ESXJ44FSQQ6L · pith_short_16: ESXJ44FSQQ6LC66U · pith_short_8: ESXJ44FS

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/ESXJ44FSQQ6LC66ULB2BXLTVBA \
  | 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: 24ae9e70b2843cb17bd458741bae75083c724b13b2ea20a4a9fe002be702b782

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d18f31496c75a9320538815f1672488c40085ed9fe1c5c225682e9da4a2472d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-10-17T07:35:46Z",
    "title_canon_sha256": "134c66c3e07b19569a82570efbad0fb662d13d53110dc83dc1e915eee262d790"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.08803",
    "kind": "arxiv",
    "version": 1
  }
}