Pith Number

pith:XABMKL4X

pith:2024:XABMKL4XPX4ETFOOLLHRMTQL2C

not attested not anchored not stored refs pending

Computing Within Limits: An Empirical Study of Energy Consumption in ML Training and Inference

Aftab Khan, Ioannis Mavromatis, Kostas Katsaros

arxiv:2406.14328 v1 · 2024-06-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XABMKL4XPX4ETFOOLLHRMTQL2C}

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

The Hidden Environmental Cost of Poor Coding Practices in TensorFlow and Keras Applications: A Study on Resource Leaks and Carbon Emissions

From Cradle to Cloud: A Life Cycle Review of AI's Environmental Footprint

Receipt and verification

First computed	2026-07-05T08:34:49.268341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b802c52f977df84995ce5acf164e0bd0b15accea150d13b4428ff2e1bda0c592

Aliases

arxiv: 2406.14328 · arxiv_version: 2406.14328v1 · doi: 10.48550/arxiv.2406.14328 · pith_short_12: XABMKL4XPX4E · pith_short_16: XABMKL4XPX4ETFOO · pith_short_8: XABMKL4X

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/XABMKL4XPX4ETFOOLLHRMTQL2C \
  | 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: b802c52f977df84995ce5acf164e0bd0b15accea150d13b4428ff2e1bda0c592

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d73e017e521a9b1947b991fbb6c0fdfd5d33723890c65a66e2dea62bf747ad9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-20T13:59:34Z",
    "title_canon_sha256": "4263be8f9b8c993c1b3085a78b5951e8cea7cccb18fb42fad9892d6b551f5889"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14328",
    "kind": "arxiv",
    "version": 1
  }
}