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Pith
Pith Number

pith:V7L2XOAJ

pith:2024:V7L2XOAJ3DCQAC3ZVPLMQFJS5A
not attested not anchored not stored refs pending

SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search

El-Ghazali Talbi, Halima Bouzidi, Hamza Ouarnoughi, Smail Niar

arxiv:2402.13204 v1 · 2024-02-20 · cs.NE · cs.LG

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\usepackage{pith}
\pithnumber{V7L2XOAJ3DCQAC3ZVPLMQFJS5A}

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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 2026-07-05T07:47:22.089573Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

afd7abb809d8c5000b79abd6c81532e811756036e276b65f05c3fc6bf1c4ac4a

Aliases

arxiv: 2402.13204 · arxiv_version: 2402.13204v1 · doi: 10.48550/arxiv.2402.13204 · pith_short_12: V7L2XOAJ3DCQ · pith_short_16: V7L2XOAJ3DCQAC3Z · pith_short_8: V7L2XOAJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V7L2XOAJ3DCQAC3ZVPLMQFJS5A \
  | 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: afd7abb809d8c5000b79abd6c81532e811756036e276b65f05c3fc6bf1c4ac4a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7bcaf344d6070d5b35735c753141fe72774f5fd26da5dfbb68711d9feab31945",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-02-20T18:15:11Z",
    "title_canon_sha256": "620b7eb653076b1852ca3162e90240e38d2e6c2c551635fb66a76a13231b1296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13204",
    "kind": "arxiv",
    "version": 1
  }
}