Pith Number

pith:ZGZNQFH6

pith:2023:ZGZNQFH6LWDWNDSWKKIIVK3FQZ

not attested not anchored not stored refs pending

DeltaNN: Assessing the Impact of Computational Environment Parameters on the Performance of Image Recognition Models

Ajitha Rajan, Jos\'e Cano, Nikolaos Louloudakis, Perry Gibson

arxiv:2306.06208 v5 · 2023-06-05 · cs.CV · cs.LG · cs.SE · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZGZNQFH6LWDWNDSWKKIIVK3FQZ}

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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.

Receipt and verification

First computed	2026-07-05T08:00:33.935210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9b2d814fe5d87668e5652908aab6586485b65e66d5d310f1510d02eead4b4bd

Aliases

arxiv: 2306.06208 · arxiv_version: 2306.06208v5 · doi: 10.48550/arxiv.2306.06208 · pith_short_12: ZGZNQFH6LWDW · pith_short_16: ZGZNQFH6LWDWNDSW · pith_short_8: ZGZNQFH6

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/ZGZNQFH6LWDWNDSWKKIIVK3FQZ \
  | 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: c9b2d814fe5d87668e5652908aab6586485b65e66d5d310f1510d02eead4b4bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df6ba4f92dc7cfd1ee5e680486db30d75f17ad4914b073f10caa4f3bdb85244f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-05T23:07:01Z",
    "title_canon_sha256": "8e3e7691d5f8f5d97fcba62364ce6753f5de14c0ed7d8f6fd6e085ad1cd3e40a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06208",
    "kind": "arxiv",
    "version": 5
  }
}