Pith Number

pith:KTNM53JB

pith:2018:KTNM53JBVFQENFWZ6TY4ZZGGSU

not attested not anchored not stored refs pending

The streaming rollout of deep networks - towards fully model-parallel execution

Jan K\"ohler, Thomas Pfeil, Volker Fischer

arxiv:1806.04965 v2 · 2018-06-13 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTNM53JBVFQENFWZ6TY4ZZGGSU}

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	2026-05-18T00:01:43.368934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54daceed21a9604696d9f4f1cce4c695043fcbd941e649d246e8881dfda7973d

Aliases

arxiv: 1806.04965 · arxiv_version: 1806.04965v2 · doi: 10.48550/arxiv.1806.04965 · pith_short_12: KTNM53JBVFQE · pith_short_16: KTNM53JBVFQENFWZ · pith_short_8: KTNM53JB

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/KTNM53JBVFQENFWZ6TY4ZZGGSU \
  | 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: 54daceed21a9604696d9f4f1cce4c695043fcbd941e649d246e8881dfda7973d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c29d6d647a7c664cfdcf6c6dda3f9da84f24ca0d614276e95025520756baf51f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-06-13T11:53:23Z",
    "title_canon_sha256": "c3dd820ee19708fa10ae3a3cce121ec2f539591bff90ff8a46947a27a0275fbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.04965",
    "kind": "arxiv",
    "version": 2
  }
}