Pith Number

pith:44L6IN4D

pith:2018:44L6IN4DUXWRDWK2HJ7CDGSJ5Z

not attested not anchored not stored refs pending

Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark

Chris Re, Cody Coleman, Daniel Kang, Deepak Narayanan, Jian Zhang, Kunle Olukotun, Luigi Nardi, Matei Zaharia, Peter Bailis, Tian Zhao

arxiv:1806.01427 v2 · 2018-06-04 · cs.LG · 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{44L6IN4DUXWRDWK2HJ7CDGSJ5Z}

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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

A principled approach for generating adversarial images under non-smooth dissimilarity metrics

Receipt and verification

First computed	2026-07-05T00:23:01.194699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e717e43783a5ed11d95a3a7e219a49ee6efda68ea9766dbda7c246fad6c38e7c

Aliases

arxiv: 1806.01427 · arxiv_version: 1806.01427v2 · doi: 10.48550/arxiv.1806.01427 · pith_short_12: 44L6IN4DUXWR · pith_short_16: 44L6IN4DUXWRDWK2 · pith_short_8: 44L6IN4D

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/44L6IN4DUXWRDWK2HJ7CDGSJ5Z \
  | 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: e717e43783a5ed11d95a3a7e219a49ee6efda68ea9766dbda7c246fad6c38e7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51e278319f3073ee4af3fcece060af7d089f1084b1b6c421cafb0adead0aaf69",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-04T23:29:05Z",
    "title_canon_sha256": "398d76d4b0c49ca7538ef78ad8de2a946cc84c8926abe0681b5f6e827c3276cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01427",
    "kind": "arxiv",
    "version": 2
  }
}