Pith Number

pith:S2XYISOI

pith:2025:S2XYISOINGYG2RGEQHFCURSHDG

not attested not anchored not stored refs pending

The M-factor: A Novel Metric for Evaluating Neural Architecture Search in Resource-Constrained Environments

Hung Du, Hy Nguyen, Kon Mouzakis, Nhat Duong, Rajesh Vasa, Rena Logothetis, Scott Barnett, Srikanth Thudumu, Zafaryab Rasool

arxiv:2501.17361 v1 · 2025-01-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2XYISOINGYG2RGEQHFCURSHDG}

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	2026-07-05T10:06:51.860212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96af8449c869b06d44c481ca2a464719b5ad0681e44c5e2324413b249664ee5d

Aliases

arxiv: 2501.17361 · arxiv_version: 2501.17361v1 · doi: 10.48550/arxiv.2501.17361 · pith_short_12: S2XYISOINGYG · pith_short_16: S2XYISOINGYG2RGE · pith_short_8: S2XYISOI

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/S2XYISOINGYG2RGEQHFCURSHDG \
  | 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: 96af8449c869b06d44c481ca2a464719b5ad0681e44c5e2324413b249664ee5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d465a5c240dbddac834d64d2f93c1d2375bbeb0197329f3bd1f0618f1424821",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-29T00:57:02Z",
    "title_canon_sha256": "3aa7d2c162962ef455da48f4262fcc2657f4d006e6ccfe2426acdffc480d4878"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17361",
    "kind": "arxiv",
    "version": 1
  }
}