Pith Number

pith:HBVGSANQ

pith:2019:HBVGSANQII4V2UF7ZV3PWBNM7C

not attested not anchored not stored refs pending

MLPerf Inference Benchmark

Aaron Zhong, Anton Lokhmotov, Arun Tejusve Raghunath Rajan, Ashish Sirasao, Bing Yu, Brian Anderson, Carole-Jean Wu, Christine Cheng, Cody Coleman, Colin Osborne, Dave Fick, David Kanter, David Lee, Dilip Sequeira, Ephrem Wu, Fei Sun, Francisco Massa, Frank Wei, Gennady Pekhimenko, George Yuan, Greg Diamos, Guenther Schmuelling, Hanlin Tang, Itay Hubara, Jared Duke, Jeffery Liao, Jeff Jiao, J. Scott Gardner, Koichi Yamada, Lingjie Xu, Mark Charlebois, Maximilien Breughe, Michael Thomson, Pan Deng, Pankaj Kanwar, Paulius Micikevicius, Peizhao Zhang, Peng Meng, Peter Mattson, Ramesh Chukka, Sachin Idgunji, Sam Davis, Thomas B. Jablin, Tom St. John, Vijay Janapa Reddi, William Chou, Yuchen Zhou

arxiv:1911.02549 v2 · 2019-11-06 · cs.LG · cs.PF · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HBVGSANQII4V2UF7ZV3PWBNM7C}

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.

Cited by

8 papers in Pith

Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining

Edge-Inference Governors Need Memory-Clock State

FAIR+S: A validation study of a framework for sustainable research data and software

A Switch-Centric In-Network Architecture for Accelerating LLM Inference in Shared-Memory Network

Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference

Receipt and verification

First computed	2026-07-05T01:01:36.749183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

386a6901b042395d50bfcd76fb05acf8af894bbfed04fc6d85154f68465611e0

Aliases

arxiv: 1911.02549 · arxiv_version: 1911.02549v2 · doi: 10.48550/arxiv.1911.02549 · pith_short_12: HBVGSANQII4V · pith_short_16: HBVGSANQII4V2UF7 · pith_short_8: HBVGSANQ

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/HBVGSANQII4V2UF7ZV3PWBNM7C \
  | 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: 386a6901b042395d50bfcd76fb05acf8af894bbfed04fc6d85154f68465611e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "524d18d49c404a43258efab0b01ad1685f2c01064f58ca0554acdbbb9d18caa8",
    "cross_cats_sorted": [
      "cs.PF",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-06T18:43:10Z",
    "title_canon_sha256": "3b6383a8762a4ccdf9d9f36f2d4590eb8cde469d7b1ce2e0932c662372e006bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.02549",
    "kind": "arxiv",
    "version": 2
  }
}