Pith Number

pith:TS3B4FQD

pith:2017:TS3B4FQD6IDSEFAX33JADVK3EP

not attested not anchored not stored refs pending

Peephole: Predicting Network Performance Before Training

Boyang Deng, Dahua Lin, Junjie Yan

arxiv:1712.03351 v1 · 2017-12-09 · cs.LG · cs.CV · cs.NE · stat.ML

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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

Cited by

1 paper in Pith

From Regression to Inference: Meta-Learning Predictors for Neural Architecture Search

Receipt and verification

First computed	2026-05-18T00:28:21.571928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cb61e1603f207221417ded201d55b23e855d381a19b5408fef2ce3647de46a3

Aliases

arxiv: 1712.03351 · arxiv_version: 1712.03351v1 · doi: 10.48550/arxiv.1712.03351

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/TS3B4FQD6IDSEFAX33JADVK3EP \
  | 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: 9cb61e1603f207221417ded201d55b23e855d381a19b5408fef2ce3647de46a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb331f71f77377664926f1bb669a60a29608f0ddbb57626d17f9be0eb5f02df3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-09T07:50:27Z",
    "title_canon_sha256": "0388dd58e22b304752f3e88f5cc03629841a4e335fe16586e44083ddb976f1ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.03351",
    "kind": "arxiv",
    "version": 1
  }
}