Pith Number

pith:MXA3BOYV

pith:2023:MXA3BOYVDAR5J3Y23CEO3FQ3FX

not attested not anchored not stored refs pending

Energy Efficiency of Training Neural Network Architectures: An Empirical Study

Matias Martinez, Silverio Mart\'inez-Fern\'andez, Xavier Franch, Yinlena Xu

arxiv:2302.00967 v1 · 2023-02-02 · cs.LG · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MXA3BOYVDAR5J3Y23CEO3FQ3FX}

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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

1 paper in Pith

LIFE -- an energy efficient advanced continual learning agentic AI framework for frontier systems

Receipt and verification

First computed	2026-07-05T05:38:14.441085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c1b0bb151823d4ef1ad888ed961b2de5948d4f81c32b0c79c1775b46fc8e29

Aliases

arxiv: 2302.00967 · arxiv_version: 2302.00967v1 · doi: 10.48550/arxiv.2302.00967 · pith_short_12: MXA3BOYVDAR5 · pith_short_16: MXA3BOYVDAR5J3Y2 · pith_short_8: MXA3BOYV

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/MXA3BOYVDAR5J3Y23CEO3FQ3FX \
  | 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: 65c1b0bb151823d4ef1ad888ed961b2de5948d4f81c32b0c79c1775b46fc8e29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "991ddeebbb0cc040867cee36fe724937ec5279d3fa1b55766f8f78f2754fb444",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-02T09:20:54Z",
    "title_canon_sha256": "90ab09099ac232844fd87482952e2592d535f35727719e31605562a72a7fed46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00967",
    "kind": "arxiv",
    "version": 1
  }
}