Pith Number

pith:PY7OW3LZ

pith:2021:PY7OW3LZ7EHPIJMS55D34OS2QW

not attested not anchored not stored refs pending

Quantization-Guided Training for Compact TinyML Models

Andrey Melnikov, Jan Ernst, Juan Carvajal, Koray Ozcan, Sedigh Ghamari, Sek Chai, Thu Dinh

arxiv:2103.06231 v1 · 2021-03-10 · 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{PY7OW3LZ7EHPIJMS55D34OS2QW}

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

Quantizing Small-Scale State-Space Models for Edge AI

Receipt and verification

First computed	2026-07-05T02:22:03.121393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e3eeb6d79f90ef42592ef47be3a5a8589fdcc0c76f54407effbab690eff84b8

Aliases

arxiv: 2103.06231 · arxiv_version: 2103.06231v1 · doi: 10.48550/arxiv.2103.06231 · pith_short_12: PY7OW3LZ7EHP · pith_short_16: PY7OW3LZ7EHPIJMS · pith_short_8: PY7OW3LZ

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/PY7OW3LZ7EHPIJMS55D34OS2QW \
  | 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: 7e3eeb6d79f90ef42592ef47be3a5a8589fdcc0c76f54407effbab690eff84b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d8c35b81a85f08fff6248a3a10bbe9bf8b0ac819d5395e11194fda8a5af1f3c",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-10T18:06:05Z",
    "title_canon_sha256": "24003b7bca2401e7275f65c460f8540e84d440fa5635b85f3a8d678d444be4d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.06231",
    "kind": "arxiv",
    "version": 1
  }
}