Pith Number

pith:CYTZQ3YT

pith:2023:CYTZQ3YTQU4LP6SWL6OSNF4DPE

not attested not anchored not stored refs pending

Monitoring and Adapting ML Models on Mobile Devices

Asaf Cidon, Chengzhi Mao, Junfeng Yang, Lauren Hong, Lingxiao Li, Nader Karayanni, Wei Hao, Zixi Wang

arxiv:2305.07772 v2 · 2023-05-12 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CYTZQ3YTQU4LP6SWL6OSNF4DPE}

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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

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

Receipt and verification

First computed	2026-07-05T06:11:05.307564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1627986f138538b7fa565f9d269783790e0f889b1448edf2fa340d496f9ba184

Aliases

arxiv: 2305.07772 · arxiv_version: 2305.07772v2 · doi: 10.48550/arxiv.2305.07772 · pith_short_12: CYTZQ3YTQU4L · pith_short_16: CYTZQ3YTQU4LP6SW · pith_short_8: CYTZQ3YT

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/CYTZQ3YTQU4LP6SWL6OSNF4DPE \
  | 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: 1627986f138538b7fa565f9d269783790e0f889b1448edf2fa340d496f9ba184

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1590082b2df6d06465b608b9835196a93e55abdd8b6ff1a3340a0a64c29d249f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-12T21:33:26Z",
    "title_canon_sha256": "d662697d2c877f52fcaf7dd28cd15906886ddca0454fc58436711fdc9f9b933c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07772",
    "kind": "arxiv",
    "version": 2
  }
}