Pith Number

pith:75RYMDDJ

pith:2022:75RYMDDJ2M45HIZKFFI5GPQKHY

not attested not anchored not stored refs pending

Edge Impulse: An MLOps Platform for Tiny Machine Learning

Alessandro Grande, Alex Elium, Artie Beavis, Carl Ward, Colby Banbury, Daniel Situnayake, David Tischler, Dmitry Maslov, Jan Jongboom, Jenny Plunkett, Louis Moreau, Mateusz Majchrzycki, Mathijs Baaijens, Mat Kelcey, Shawn Hymel, Vijay Janapa Reddi

arxiv:2212.03332 v3 · 2022-11-02 · cs.DC · cs.LG · 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{75RYMDDJ2M45HIZKFFI5GPQKHY}

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

1 paper in Pith

Real-Time Performance Benchmarking of TinyML Models in Embedded Systems (PICO: Performance of Inference, CPU, and Operations)

Receipt and verification

First computed	2026-07-05T06:05:32.049272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff63860c69d339d3a32a2951d33e0a3e24314986bf6a12cdffd755fc61b9ed52

Aliases

arxiv: 2212.03332 · arxiv_version: 2212.03332v3 · doi: 10.48550/arxiv.2212.03332 · pith_short_12: 75RYMDDJ2M45 · pith_short_16: 75RYMDDJ2M45HIZK · pith_short_8: 75RYMDDJ

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/75RYMDDJ2M45HIZKFFI5GPQKHY \
  | 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: ff63860c69d339d3a32a2951d33e0a3e24314986bf6a12cdffd755fc61b9ed52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "315adafad40cfc638d37863988528c051ed5e08c017a1d9e3f5ad2bdb956af12",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-11-02T19:49:34Z",
    "title_canon_sha256": "6837ce8a02d7dcea34f8c654fab9eb1e6b852d4f392a0dbaaffa1ec5a4c377df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03332",
    "kind": "arxiv",
    "version": 3
  }
}