Hyperloom components

Hyperloom components#

Hyperloom orchestrates several specialized tools. Each has its own documentation page; the overarching optimization flow that ties them together is described in Hyperloom optimization loop.

The following table lists each component with its role, source repository, and documentation link.

Component

Role

Source

Documentation

IntelliKit

Low-level GPU profiling primitives

AMDResearch/intellikit

IntelliKit Docs

Magpie

Benchmark engine with trace-collection support

AMD-AGI/Magpie

Magpie Docs

TraceLens

Agentic trace analysis and roofline targets

AMD-AGI/TraceLens

TraceLens Docs

GEAK

GPU kernel generation and optimization (Triton / HIP / FlyDSL)

AMD-AGI/GEAK

GEAK Docs

AgentKernelArena

Optional standardized evaluation arena for agent benchmarking

AMD-AGI/AgentKernelArena

AgentKernelArena Docs