Pith Number

pith:AMJ3ZQCE

pith:2019:AMJ3ZQCEIHZ2JHWT2KL53BR7Z7

not attested not anchored not stored refs pending

Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference

Daniel Kang, Deepak Narayanan, Matei Zaharia, Peter Bailis, Peter Kraft, Shoumik Palkar

arxiv:1906.01974 v3 · 2019-06-03 · cs.DB · 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{AMJ3ZQCEIHZ2JHWT2KL53BR7Z7}

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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

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling

Receipt and verification

First computed	2026-07-05T00:45:51.197204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0313bcc04441f3a49ed3d297dd863fcff4eb6b4c87d465a4428c522d74d8b83c

Aliases

arxiv: 1906.01974 · arxiv_version: 1906.01974v3 · doi: 10.48550/arxiv.1906.01974 · pith_short_12: AMJ3ZQCEIHZ2 · pith_short_16: AMJ3ZQCEIHZ2JHWT · pith_short_8: AMJ3ZQCE

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/AMJ3ZQCEIHZ2JHWT2KL53BR7Z7 \
  | 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: 0313bcc04441f3a49ed3d297dd863fcff4eb6b4c87d465a4428c522d74d8b83c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb7cbc1335c9e3c5c13d5154f34c2ec01b79f90158b5eaa513b9670044683799",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2019-06-03T22:43:00Z",
    "title_canon_sha256": "3fe1bd822c3277e33617c781e099d3444c3f57080bde5b717741334b089043d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01974",
    "kind": "arxiv",
    "version": 3
  }
}