Pith Number

pith:MSE65NWA

pith:2018:MSE65NWABAPMXDSXGZ2RYH4PK7

not attested not anchored not stored refs pending

Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling

Chien-Chin Huang, Jinyang Li, Minjie Wang

arxiv:1805.04170 v1 · 2018-05-10 · cs.DC · 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{MSE65NWABAPMXDSXGZ2RYH4PK7}

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	2026-05-18T00:16:13.377428Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6489eeb6c0081ecb8e5736751c1f8f57f02d122ffc0c4887074778403535c043

Aliases

arxiv: 1805.04170 · arxiv_version: 1805.04170v1 · doi: 10.48550/arxiv.1805.04170 · pith_short_12: MSE65NWABAPM · pith_short_16: MSE65NWABAPMXDSX · pith_short_8: MSE65NWA

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/MSE65NWABAPMXDSXGZ2RYH4PK7 \
  | 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: 6489eeb6c0081ecb8e5736751c1f8f57f02d122ffc0c4887074778403535c043

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db863ac5bf4fe0d4053330e610c2287e55d532736bd29b80f5dc26ca0c9a27d4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2018-05-10T20:38:56Z",
    "title_canon_sha256": "7013f2dff48775c4f3ec2a2f29d91b6497bbab8205fb826295573db07f1e2617"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.04170",
    "kind": "arxiv",
    "version": 1
  }
}