Pith Number

pith:24CFZMU4

pith:2018:24CFZMU4QQSDJDWSCYFRJBA2SF

not attested not anchored not stored refs pending

Layer-Parallel Training of Deep Residual Neural Networks

E.C. Cyr, J.B. Schroder, L. Ruthotto, N.R. Gauger, S. G\"unther

arxiv:1812.04352 v3 · 2018-12-11 · math.OC · 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{24CFZMU4QQSDJDWSCYFRJBA2SF}

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	2026-05-17T23:39:36.984958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7045cb29c8424348ed2160b14841a9178d8a20468d685b31da24b1132370d1f

Aliases

arxiv: 1812.04352 · arxiv_version: 1812.04352v3 · doi: 10.48550/arxiv.1812.04352 · pith_short_12: 24CFZMU4QQSD · pith_short_16: 24CFZMU4QQSDJDWS · pith_short_8: 24CFZMU4

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/24CFZMU4QQSDJDWSCYFRJBA2SF \
  | 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: d7045cb29c8424348ed2160b14841a9178d8a20468d685b31da24b1132370d1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2ba0fa0c3fa9c0abdaeabfa63bae478145c108cad7c129a41b807ca44c1e0b5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2018-12-11T12:26:48Z",
    "title_canon_sha256": "cb1bd211e049fc5552314f121493b6afb65cf9aff3a06ee35f34b7052ce1d78d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04352",
    "kind": "arxiv",
    "version": 3
  }
}