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GPU inference optimisation

Profile and tune inference workloads against defined serving objectives.

Commission this programme
Specialist engineering programme
Organisation boundaryRecordsOnsite modelReviewMission and domain requirements

Profile and tune inference workloads against defined serving objectives.

A defined contribution.

Commissioned artefact

Optimised serving configuration and profile evidence.

Acceptance focus

Assess response, throughput and task quality using an agreed workload and hardware scope.

The operating task

Profile and tune inference workloads against defined serving objectives. Task quality, execution boundaries and the operating workload are considered together in deployment decisions.

Softinator's contribution

Profile model-serving work and address the bottlenecks relevant to the target workload. The commissioned output includes optimised serving configuration and profile evidence.

Acceptance in use

Assess response, throughput and task quality using an agreed workload and hardware scope. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.

Bring the next
requirement.

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