Pith Number

pith:7SOLO26T

pith:2017:7SOLO26TLPZRGSRX2HH227CICV

not attested not anchored not stored refs pending

AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks

Alexander L. Gaunt, Daniel Tarlow, Dimitrios Vytiniotis, Maik Riechert, Matthew A. Johnson, Ryota Tomioka, Sam Webster

arxiv:1705.09786 v3 · 2017-05-27 · cs.LG · cs.AI · cs.DC · 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{7SOLO26TLPZRGSRX2HH227CICV}

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	2026-05-18T00:41:52.861881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc9cb76bd35bf3134a37d1cfad7c48154932c3bb6a1ea5cfe29d2d97bacadff6

Aliases

arxiv: 1705.09786 · arxiv_version: 1705.09786v3 · doi: 10.48550/arxiv.1705.09786 · pith_short_12: 7SOLO26TLPZR · pith_short_16: 7SOLO26TLPZRGSRX · pith_short_8: 7SOLO26T

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/7SOLO26TLPZRGSRX2HH227CICV \
  | 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: fc9cb76bd35bf3134a37d1cfad7c48154932c3bb6a1ea5cfe29d2d97bacadff6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "469ae2961ee8bdf338fb7a1e47b1e9be0832ec10a0bf1e393b07195beea60e1e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-27T08:10:40Z",
    "title_canon_sha256": "9ec93199b80b4907a1fff4ea131bedcd8389cb35b7438abe51e2c17f8c3917cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.09786",
    "kind": "arxiv",
    "version": 3
  }
}