Pith Number

pith:N67CWOWV

pith:2024:N67CWOWVJ7AZL375ZMXWSIPCJT

not attested not anchored not stored refs pending

Dependable Distributed Training of Compressed Machine Learning Models

Carla Fabiana Chiasserini, Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato

arxiv:2402.14346 v1 · 2024-02-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N67CWOWVJ7AZL375ZMXWSIPCJT}

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.

Receipt and verification

First computed	2026-07-05T07:48:08.861688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fbe2b3ad54fc195effdcb2f6921e24cce0678aa4d319d11abd2b69aca1ad873

Aliases

arxiv: 2402.14346 · arxiv_version: 2402.14346v1 · doi: 10.48550/arxiv.2402.14346 · pith_short_12: N67CWOWVJ7AZ · pith_short_16: N67CWOWVJ7AZL375 · pith_short_8: N67CWOWV

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/N67CWOWVJ7AZL375ZMXWSIPCJT \
  | 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: 6fbe2b3ad54fc195effdcb2f6921e24cce0678aa4d319d11abd2b69aca1ad873

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f26e2adc5e6d6fe1f45641bc3ede5a75e1f3e1c070da1b34826051e0f8002e52",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-22T07:24:26Z",
    "title_canon_sha256": "bb2f95d618fc959de26315b74cbc528c1fc090d2398ca26d238d82e46e66d86b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14346",
    "kind": "arxiv",
    "version": 1
  }
}