Pith Number

pith:AWK5SVBK

pith:2018:AWK5SVBKSDSBPA2MHILMVBTYOL

not attested not anchored not stored refs pending

Rethinking Numerical Representations for Deep Neural Networks

Babak Zamirai, Jason Mars, Jia Deng, Lingjia Tang, Marios Papaefthymiou, Mehrzad Samadi, Michael Laurenzano, Parker Hill, Scott Mahlke, Shengshuo Lu, Thomas Wenisch, Yu-Wei Chao

arxiv:1808.02513 v1 · 2018-08-07 · 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{AWK5SVBKSDSBPA2MHILMVBTYOL}

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	2026-05-18T00:08:35.202754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0595d9542a90e417834c3a16ca867872c5ecaa0d46515adc37a9680309242d0c

Aliases

arxiv: 1808.02513 · arxiv_version: 1808.02513v1 · doi: 10.48550/arxiv.1808.02513 · pith_short_12: AWK5SVBKSDSB · pith_short_16: AWK5SVBKSDSBPA2M · pith_short_8: AWK5SVBK

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/AWK5SVBKSDSBPA2MHILMVBTYOL \
  | 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: 0595d9542a90e417834c3a16ca867872c5ecaa0d46515adc37a9680309242d0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4f48c32da08ad18a86306f35484895cd3ca4de53739bd4fd6cefffb710a7351",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-07T18:42:09Z",
    "title_canon_sha256": "e9e908731c788063118a90eea8547efbdae33a0ba0bcae124334c864eed206ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.02513",
    "kind": "arxiv",
    "version": 1
  }
}