Pith Number

pith:SM3GTZNU

pith:2017:SM3GTZNU34OHXBJEQFZWOX7GXU

not attested not anchored not stored refs pending

Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes

Michail Novotarskiy, Oleg Alienin, Sergii Stirenko, Yuri Gordienko, Yuriy Kochura

arxiv:1708.08670 v1 · 2017-08-29 · cs.LG · cs.CV · cs.DC · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SM3GTZNU34OHXBJEQFZWOX7GXU}

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	2026-05-18T00:29:36.841601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

933669e5b4df1c7b85248173675fe6bd0da43dd387a456bafc4b46cdd30469ee

Aliases

arxiv: 1708.08670 · arxiv_version: 1708.08670v1 · doi: 10.48550/arxiv.1708.08670 · pith_short_12: SM3GTZNU34OH · pith_short_16: SM3GTZNU34OHXBJE · pith_short_8: SM3GTZNU

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/SM3GTZNU34OHXBJEQFZWOX7GXU \
  | 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: 933669e5b4df1c7b85248173675fe6bd0da43dd387a456bafc4b46cdd30469ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d93b30b4b7675b68771fc4ee276307b88cb23df1bcb6df2052a2eab55335a6e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-08-29T09:54:28Z",
    "title_canon_sha256": "9581d18c104259efc9b81f06b8881fc334d932cf1d37c156e4f901b687aeee1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.08670",
    "kind": "arxiv",
    "version": 1
  }
}