Pith Number

pith:PPCG4ROK

pith:2023:PPCG4ROKIRRYTTD46PAMECNOGQ

not attested not anchored not stored refs pending

MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs

Chiew Tong Lau, Huaizheng Zhang, Jianxiong Yin, Simon See, Wencong Xiao, Xing Di, Yang You, Yizheng Huang, Yong Luo, Yuanming Li

arxiv:2301.00407 v1 · 2023-01-01 · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PPCG4ROKIRRYTTD46PAMECNOGQ}

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

4 papers in Pith

Energy-Aware Scheduling for Serverless LLM Serving on Shared GPUs

SMART-MIG: A Learning Framework for Scalable and Energy-Efficient GPU Scheduling

CompPow: A Case for Component-level GPU Power Management

A comprehensive evaluation of spatial co-execution on GPUs using MPS and MIG technologies

Receipt and verification

First computed	2026-07-05T05:29:45.900244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bc46e45ca446389cc7cf3c0c209ae34391775f1f08521af769671d42bed0847

Aliases

arxiv: 2301.00407 · arxiv_version: 2301.00407v1 · doi: 10.48550/arxiv.2301.00407 · pith_short_12: PPCG4ROKIRRY · pith_short_16: PPCG4ROKIRRYTTD4 · pith_short_8: PPCG4ROK

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/PPCG4ROKIRRYTTD46PAMECNOGQ \
  | 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: 7bc46e45ca446389cc7cf3c0c209ae34391775f1f08521af769671d42bed0847

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58a4182b460e6f6521504b4fe69f421ddaf57916960c90cea97ba81c8128dc37",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-01T14:11:45Z",
    "title_canon_sha256": "60fafeedb0e3c8774974cb7b626c0415239dbc4e990e69a96130b21df272d3db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.00407",
    "kind": "arxiv",
    "version": 1
  }
}