Pith Number

pith:V7NOWECO

pith:2026:V7NOWECOD6FQHTSBLVYG5PKBL6

not attested not anchored not stored refs pending

Latency-Constrained DNN Architecture Learning for Edge Systems using Zerorized Batch Normalization

Christian Makaya, Di Liu, Hao Kong, Qian Lin, Ravi Subramaniam, Shuo Huai, Weichen Liu

arxiv:2607.06922 v1 · 2026-07-08 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7NOWECOD6FQHTSBLVYG5PKBL6}

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	2026-07-09T00:19:40.106347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afdaeb104e1f8b03ce415d706ebd415f914282024821931afd758c244f5596e7

Aliases

arxiv: 2607.06922 · arxiv_version: 2607.06922v1 · doi: 10.48550/arxiv.2607.06922 · pith_short_12: V7NOWECOD6FQ · pith_short_16: V7NOWECOD6FQHTSB · pith_short_8: V7NOWECO

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/V7NOWECOD6FQHTSBLVYG5PKBL6 \
  | 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: afdaeb104e1f8b03ce415d706ebd415f914282024821931afd758c244f5596e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b846db834aa296dcda16129fb91c31a1d20a3fbfdab73009d097a5e9f692e79e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-08T02:35:25Z",
    "title_canon_sha256": "e66adc5da06238e7a3bd6da0e4041a70ff3ff2c4148543e5e3973b087a4ef8a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06922",
    "kind": "arxiv",
    "version": 1
  }
}