Pith Number

pith:THZIFK53

pith:2021:THZIFK53CVCOJYG4UJKTUVVRV3

not attested not anchored not stored refs pending

A Comprehensive Survey on Hardware-Aware Neural Architecture Search

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Martin Wistuba, Naigang Wang, Smail Niar

arxiv:2101.09336 v1 · 2021-01-22 · cs.LG · cs.CC

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\usepackage{pith}
\pithnumber{THZIFK53CVCOJYG4UJKTUVVRV3}

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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.

Cited by

8 papers in Pith

Harvesting AI Computation at the Edge via Generic Approximation

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms

elasticAI.explorer: Towards a Unified End-to-End Framework for Hardware-Aware Neural Architecture Search

Hybrid Quantum-Classical Neural Architecture Search

Spiking Neural Network Architecture Search: A Survey

Receipt and verification

First computed	2026-07-05T02:09:17.765311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99f282abbb1544e4e0dca2553a56b1aeef4688b8adb1c55aabfed56e1d6fc692

Aliases

arxiv: 2101.09336 · arxiv_version: 2101.09336v1 · doi: 10.48550/arxiv.2101.09336 · pith_short_12: THZIFK53CVCO · pith_short_16: THZIFK53CVCOJYG4 · pith_short_8: THZIFK53

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/THZIFK53CVCOJYG4UJKTUVVRV3 \
  | 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: 99f282abbb1544e4e0dca2553a56b1aeef4688b8adb1c55aabfed56e1d6fc692

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "659ff3d41644205c649010433c7190334a3dc9f1964222015e68d8e7a2cb3d38",
    "cross_cats_sorted": [
      "cs.CC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-22T21:13:46Z",
    "title_canon_sha256": "7c4e39ef3327865bd0763bdb8529b6d3524a103a1d3394af4e7e08a12f252985"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.09336",
    "kind": "arxiv",
    "version": 1
  }
}