Pith Number

pith:JYA3P7RC

pith:2018:JYA3P7RCBIJM4ZQBVOT4ND7SNE

not attested not anchored not stored refs pending

Hardware-Aware Machine Learning: Modeling and Optimization

Diana Marculescu, Dimitrios Stamoulis, Ermao Cai

arxiv:1809.05476 v1 · 2018-09-14 · cs.LG · 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

Receipt and verification

First computed	2026-05-18T00:05:41.327643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e01b7fe220a12ce6601aba7c68ff2690a6604fce6dd1e2b1db8ed9c62640940

Aliases

arxiv: 1809.05476 · arxiv_version: 1809.05476v1 · doi: 10.48550/arxiv.1809.05476

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/JYA3P7RCBIJM4ZQBVOT4ND7SNE \
  | 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: 4e01b7fe220a12ce6601aba7c68ff2690a6604fce6dd1e2b1db8ed9c62640940

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3bd2a034a3d5cb82b12ae42ad479d9273bbef387bbfe6db9df88b4db6e356e1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-14T15:53:14Z",
    "title_canon_sha256": "424dadc3643811a1bb615dd7e5955b62a8c78c57174f46f652f8f04afcbad9a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.05476",
    "kind": "arxiv",
    "version": 1
  }
}