Pith Number

pith:YQGJUZFN

pith:2023:YQGJUZFN3WLRM7PPVZY5JHC2K3

not attested not anchored not stored refs pending

UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed Integer Quadratic Programming

Hao Lin, Jie Li, Jun Li, Ke Wu, Wu-Jun Li

arxiv:2307.16375 v6 · 2023-07-31 · cs.LG · cs.DC · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQGJUZFN3WLRM7PPVZY5JHC2K3}

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.

Cited by

1 paper in Pith

COSMIC: Enabling Full-Stack Co-Design and Optimization of Distributed Machine Learning Systems

Receipt and verification

First computed	2026-07-05T10:50:40.552897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c40c9a64addd97167defae71d49c5a56fac313a5369095107422a49c25d65985

Aliases

arxiv: 2307.16375 · arxiv_version: 2307.16375v6 · doi: 10.48550/arxiv.2307.16375 · pith_short_12: YQGJUZFN3WLR · pith_short_16: YQGJUZFN3WLRM7PP · pith_short_8: YQGJUZFN

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/YQGJUZFN3WLRM7PPVZY5JHC2K3 \
  | 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: c40c9a64addd97167defae71d49c5a56fac313a5369095107422a49c25d65985

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a5e9149afdd9ddc147d76be133d11303c13263d6a4bf41f981468c026993a8d",
    "cross_cats_sorted": [
      "cs.DC",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-31T02:39:54Z",
    "title_canon_sha256": "a5cf4fbc8780a3edecf5481c38d20802b9fb3692593a17157656e3af6bb5c406"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.16375",
    "kind": "arxiv",
    "version": 6
  }
}