Pith Number

pith:GCHFZU25

pith:2022:GCHFZU2525PAUDSZ6GEVHRNI7V

not attested not anchored not stored refs pending

Towards Less Constrained Macro-Neural Architecture Search

Lu\'is A. Alexandre, Vasco Lopes

arxiv:2203.05508 v2 · 2022-03-10 · cs.CV · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GCHFZU2525PAUDSZ6GEVHRNI7V}

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

1 paper in Pith

Efficient Global Neural Architecture Search

Receipt and verification

First computed	2026-07-05T05:31:13.316864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

308e5cd35dd75e0a0e59f18953c5a8fd67e0eadde0b33ea6cf80b0b60cf45da5

Aliases

arxiv: 2203.05508 · arxiv_version: 2203.05508v2 · doi: 10.48550/arxiv.2203.05508 · pith_short_12: GCHFZU2525PA · pith_short_16: GCHFZU2525PAUDSZ · pith_short_8: GCHFZU25

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/GCHFZU2525PAUDSZ6GEVHRNI7V \
  | 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: 308e5cd35dd75e0a0e59f18953c5a8fd67e0eadde0b33ea6cf80b0b60cf45da5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f43decc7c001d8958a3df1c9443049d98e36870f4f2ec375058c202c1dd81b67",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-10T17:53:03Z",
    "title_canon_sha256": "99cb75ba2d084e337c818bd57dc1c8fa942e461c8359a041a42ab51ab2f0d16a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05508",
    "kind": "arxiv",
    "version": 2
  }
}