Pith Number

pith:WDI7CYCS

pith:2025:WDI7CYCSYDB7AOYF3SDUC3R5LM

not attested not anchored not stored refs pending

Energy Consumption in Parallel Neural Network Training

Achim Streit, Charlotte Debus, David Li, Deifilia Kieckhefen, Juan Pedro Guti\'errez Hermosillo Muriedas, Markus G\"otz, Philipp Huber

arxiv:2508.07706 v1 · 2025-08-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WDI7CYCSYDB7AOYF3SDUC3R5LM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T11:51:50.901879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0d1f16052c0c3f03b05dc87416e3d5b3ff72b552e0be31485778b59ba28bfa5

Aliases

arxiv: 2508.07706 · arxiv_version: 2508.07706v1 · doi: 10.48550/arxiv.2508.07706 · pith_short_12: WDI7CYCSYDB7 · pith_short_16: WDI7CYCSYDB7AOYF · pith_short_8: WDI7CYCS

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/WDI7CYCSYDB7AOYF3SDUC3R5LM \
  | 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: b0d1f16052c0c3f03b05dc87416e3d5b3ff72b552e0be31485778b59ba28bfa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8575d1ebb61ecb34fbbbb4011b45e735d7109a3ff533ac1944343a12fe8e84e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T07:34:04Z",
    "title_canon_sha256": "d592ae872f8c3380f54a341c012f636feb6ceecbb24a48ae062d4a7024d8de0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07706",
    "kind": "arxiv",
    "version": 1
  }
}