Pith Number

pith:OGLKDY74

pith:2022:OGLKDY74HHYTS32D5AQV64OQES

not attested not anchored not stored refs pending

Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning

Danyang Zhuo, Eric P. Xing, Hao Zhang, Ion Stoica, Joseph E. Gonzalez, Lianmin Zheng, Yanping Huang, Yida Wang, Yonghao Zhuang, Yuanzhong Xu, Zhifeng Chen, Zhuohan Li

arxiv:2201.12023 v3 · 2022-01-28 · cs.LG · cs.DC · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OGLKDY74HHYTS32D5AQV64OQES}

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

5 papers in Pith

Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

A Readiness-Driven Runtime for Pipeline-Parallel Training under Runtime Variability

Hybrid JIT-CUDA Graph Optimization for Low-Latency Large Language Model Inference

GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Receipt and verification

First computed	2026-07-05T04:35:58.456239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7196a1e3fc39f1396f43e8215f71d0248d3cab995ceb6bf76d934917491a6481

Aliases

arxiv: 2201.12023 · arxiv_version: 2201.12023v3 · doi: 10.48550/arxiv.2201.12023 · pith_short_12: OGLKDY74HHYT · pith_short_16: OGLKDY74HHYTS32D · pith_short_8: OGLKDY74

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/OGLKDY74HHYTS32D5AQV64OQES \
  | 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: 7196a1e3fc39f1396f43e8215f71d0248d3cab995ceb6bf76d934917491a6481

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ede133d7a5de39e50602021557959de090aba7a39b561032b93d888a31eb5157",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-28T10:13:35Z",
    "title_canon_sha256": "359f9e37248737dc31fbf00b81cebdf2704e38d345ba691ddc5d70497fceea2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.12023",
    "kind": "arxiv",
    "version": 3
  }
}