Pith Number

pith:RIIE3BY3

pith:2024:RIIE3BY3E5FB3MDH6U6QIXHGHB

not attested not anchored not stored refs pending

MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI

Anirban Ghosh, Anton Lokhmotov, Arjun Suresh, Arun Tejusve Raghunath Rajan, Arya Tschand, Csaba Kiraly, David Kanter, Dejan Miskovic, Grigori Fursin, Hiwot Kassa, Jeremy Holleman, Liz Raymond, Manu Prasad Manmathan, Miro Hodak, Oliver Curtis, Pawan Ambalkar, Ramesh Chukka, Ritika Borkar, Rowan Taubitz, Sachin Idgunji, Scott Wasson, Sean Zhan, Tom St. John, Trevor Cockrell, Vijay Janapa Reddi, Yuechao Pan

arxiv:2410.12032 v2 · 2024-10-15 · cs.AR · cs.DC · 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{RIIE3BY3E5FB3MDH6U6QIXHGHB}

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

3 papers in Pith

Energy per Successful Goal: Goal-Level Energy Accounting for Agentic AI Systems

EnergyLens: Predictive Energy-Aware Exploration for Multi-GPU LLM Inference Optimization

Position Paper: From Edge AI to Adaptive Edge AI

Receipt and verification

First computed	2026-07-05T10:10:09.388897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a104d871b274a1db067f53d045ce6387de1be3d9d2b66681e97002d1408c237

Aliases

arxiv: 2410.12032 · arxiv_version: 2410.12032v2 · doi: 10.48550/arxiv.2410.12032 · pith_short_12: RIIE3BY3E5FB · pith_short_16: RIIE3BY3E5FB3MDH · pith_short_8: RIIE3BY3

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/RIIE3BY3E5FB3MDH6U6QIXHGHB \
  | 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: 8a104d871b274a1db067f53d045ce6387de1be3d9d2b66681e97002d1408c237

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dbd96ede7384dfebce570b1c34d593433322dee1e617199c9c475f5175cf0a3",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-10-15T20:06:33Z",
    "title_canon_sha256": "1cdc863d6189a181b8cd185a1cf0268d0d833a6ad652f1a01ba8260d3aa1f978"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12032",
    "kind": "arxiv",
    "version": 2
  }
}