Pith Number

pith:Q4WFWOYY

pith:2021:Q4WFWOYYUGJB7HMZKRFFJKF3GZ

not attested not anchored not stored refs pending

Compute and Energy Consumption Trends in Deep Learning Inference

Fernando Mart\'inez-Plumed, Jos\'e Hern\'andez-Orallo, Radosvet Desislavov

arxiv:2109.05472 v2 · 2021-09-12 · 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{Q4WFWOYYUGJB7HMZKRFFJKF3GZ}

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.

Cited by

2 papers in Pith

Survival of the Cheapest: Cost-Aware Hardware Adaptation for Adversarial Robustness

Fast Cross-Operator Optimization of Attention Dataflow

Receipt and verification

First computed	2026-07-05T05:55:56.079662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

872c5b3b18a1921f9d99544a54a8bb3654a9513160d5ce6fc2dd8e601e19820c

Aliases

arxiv: 2109.05472 · arxiv_version: 2109.05472v2 · doi: 10.48550/arxiv.2109.05472 · pith_short_12: Q4WFWOYYUGJB · pith_short_16: Q4WFWOYYUGJB7HMZ · pith_short_8: Q4WFWOYY

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/Q4WFWOYYUGJB7HMZKRFFJKF3GZ \
  | 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: 872c5b3b18a1921f9d99544a54a8bb3654a9513160d5ce6fc2dd8e601e19820c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7df66bbf740885e908a4d2768755b168a4d679afe4bacc671cfc2090739b7499",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-12T09:40:18Z",
    "title_canon_sha256": "b4b836c046bdd95ca74269a38dbf39aa1904f6511e1dd3e396adde6dc655c756"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.05472",
    "kind": "arxiv",
    "version": 2
  }
}