ENT-00001494 · Benchmark

MLPerf Inference

MLPerf Inference is a AI benchmark associated with MLCommons, classified in LXKeys.world as AI Benchmark / Evaluation.

Niveau IV ConnectéDocumentéDocumenté

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Vue d’ensemble

MLPerf Inference is a machine learning inference benchmark associated with MLCommons. The entity is included because it provides a public reference point for AI governance, evaluation, safety, benchmarking, policy or ecosystem documentation.

Chronologie

2019Initial benchmark release
MLPerf Inference entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

Public documentation anchorAI governance or evaluation relevanceRelationship mappingRegistry context support

Limites connues

The record documents public identity and source context rather than private internal processes.Interpretation depends on the entity category, source scope and publication context.

Détail technique et structuré

Description technique

Structured LXKeys.world registry record for MLPerf Inference. Entity type: Benchmark; classification: AI Benchmark / Evaluation; creator/organization context: MLCommons. Canonical source anchor: https://mlcommons.org/benchmarks/inference/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

Evaluation SystemDocumented EntityEstablishedBatch 03 Candidate

Graphe relationnel

MLPerf Inference

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MLPerf Inference

Créé ou maintenu parSortante

MLCommons

MLPerf Inference is associated with MLCommons.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

JSON API Graph JSON

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    "name": "MLPerf Inference",
    "alternateName": [],
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    "creator": "MLCommons",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001494&lang=fr",
    "sameAs": "https://mlcommons.org/benchmarks/inference/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001494",
        "kind": "Data and Evaluation",
        "type": "Benchmark",
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        "classification": "AI Benchmark / Evaluation",
        "organization": "MLCommons",
        "originContext": "AI governance, evaluation and policy record",
        "firstPublicAppearance": "2019",
        "currentStatus": "Documented",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Public documentation anchor",
            "AI governance or evaluation relevance",
            "Relationship mapping",
            "Registry context support"
        ],
        "limitations": [
            "The record documents public identity and source context rather than private internal processes.",
            "Interpretation depends on the entity category, source scope and publication context."
        ],
        "tags": [
            "Evaluation System",
            "Documented Entity",
            "Established",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2019",
                "title": "Initial benchmark release",
                "description": "MLPerf Inference entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://mlcommons.org/benchmarks/inference/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "MLCommons",
                "type": "Created or maintained by",
                "description": "MLPerf Inference is associated with MLCommons.",
                "evidence_level": "documentary",
                "target_id": "ENT-00000740"
            }
        ],
        "sources": [
            {
                "label": "MLPerf Inference official reference",
                "url": "https://mlcommons.org/benchmarks/inference/",
                "source_type": "Official or Primary Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
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        "canonical": [],
        "imageMeta": []
    }
}

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