Pith Number

pith:E2EJAMW7

pith:2023:E2EJAMW7WAVFF2JYFLQ2WWDDLK

not attested not anchored not stored refs pending

The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks

Cameron Shinn, Collin McCarthy, John D. Owens, Muhammad Osama, Saurav Muralidharan

arxiv:2310.00496 v2 · 2023-09-30 · cs.CV · 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{E2EJAMW7WAVFF2JYFLQ2WWDDLK}

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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

Sparsity-Aware Roofline Models for Sparse Matrix-Matrix Multiplication

Receipt and verification

First computed	2026-07-05T07:09:53.057579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26889032dfb02a52e9382ae1ab58635a852f342054e053fe66ee16c835df9cb0

Aliases

arxiv: 2310.00496 · arxiv_version: 2310.00496v2 · doi: 10.48550/arxiv.2310.00496 · pith_short_12: E2EJAMW7WAVF · pith_short_16: E2EJAMW7WAVFF2JY · pith_short_8: E2EJAMW7

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/E2EJAMW7WAVFF2JYFLQ2WWDDLK \
  | 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: 26889032dfb02a52e9382ae1ab58635a852f342054e053fe66ee16c835df9cb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bbc20df0e1d019ec0849b9c5ad4dd601d23b33aabae894b007dd1972f42db5f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-30T21:29:31Z",
    "title_canon_sha256": "f5fec5c76b7c412095cbacc413bfd3cce288d67f1a6d097dffac5aca1f0f26e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00496",
    "kind": "arxiv",
    "version": 2
  }
}