ENT-00001493 · Benchmark

MLPerf Training

MLPerf Training 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 Training is a machine learning performance 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

2018Initial benchmark release
MLPerf Training entered the documented public record in 2018. 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 Training. Entity type: Benchmark; classification: AI Benchmark / Evaluation; creator/organization context: MLCommons. Canonical source anchor: https://mlcommons.org/benchmarks/training/. 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 Training

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MLPerf Training

Créé ou maintenu parSortante

MLCommons

MLPerf Training 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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    "@type": "Thing",
    "identifier": "ENT-00001493",
    "name": "MLPerf Training",
    "alternateName": [],
    "additionalType": {
        "category": "Data and Evaluation",
        "type": "Benchmark",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "MLPerf Training is a AI benchmark associated with MLCommons, classified in LXKeys.world as AI Benchmark / Evaluation.",
    "creator": "MLCommons",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001493&lang=fr",
    "sameAs": "https://mlcommons.org/benchmarks/training/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001493",
        "kind": "Data and Evaluation",
        "type": "Benchmark",
        "subtype": "",
        "classification": "AI Benchmark / Evaluation",
        "organization": "MLCommons",
        "originContext": "AI governance, evaluation and policy record",
        "firstPublicAppearance": "2018",
        "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": "2018",
                "title": "Initial benchmark release",
                "description": "MLPerf Training entered the documented public record in 2018. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://mlcommons.org/benchmarks/training/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "MLCommons",
                "type": "Created or maintained by",
                "description": "MLPerf Training is associated with MLCommons.",
                "evidence_level": "documentary",
                "target_id": "ENT-00000740"
            }
        ],
        "sources": [
            {
                "label": "MLPerf Training official reference",
                "url": "https://mlcommons.org/benchmarks/training/",
                "source_type": "Official or Primary Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}

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