Pith Number

pith:RB35MC3P

pith:2017:RB35MC3P4UCFR3M6EPPV4JBM7I

not attested not anchored not stored refs pending

Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems

Celestine D\"unner, Martin Jaggi, Thomas Parnell

arxiv:1708.05357 v2 · 2017-08-17 · cs.LG · cs.DC · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RB35MC3P4UCFR3M6EPPV4JBM7I}

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	2026-05-18T00:31:11.964400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8877d60b6fe50458ed9e23df5e242cfa142d379ec43b745600ef2e5065c1e712

Aliases

arxiv: 1708.05357 · arxiv_version: 1708.05357v2 · doi: 10.48550/arxiv.1708.05357 · pith_short_12: RB35MC3P4UCF · pith_short_16: RB35MC3P4UCFR3M6 · pith_short_8: RB35MC3P

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/RB35MC3P4UCFR3M6EPPV4JBM7I \
  | 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: 8877d60b6fe50458ed9e23df5e242cfa142d379ec43b745600ef2e5065c1e712

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "688439276c7b1150cbf7406f6d2326e3edaeb01863dd7bd6b1da46994eb6ccaa",
    "cross_cats_sorted": [
      "cs.DC",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-08-17T16:33:20Z",
    "title_canon_sha256": "7fdd02e3b5abc3821fa3ef06950cec4a8eb6d0fa2f461da51dd94d2f5e377fb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.05357",
    "kind": "arxiv",
    "version": 2
  }
}