index.md

myst	html_meta description keywords Explore Hyperloom's specialized components: IntelliKit for GPU profiling, Magpie for benchmarking, TraceLens for trace analysis, GEAK for kernel optimization, and AgentKernelArena for agent evaluation. Hyperloom, components, IntelliKit, Magpie, TraceLens, GEAK, AgentKernelArena, GPU profiling, benchmarking, kernel optimization, AMD GPU, ROCm, evaluation

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, or FlyDSL)	AMD-AGI/GEAK	GEAK Docs
AgentKernelArena	Optional standardized evaluation arena for agent benchmarking	AMD-AGI/AgentKernelArena	AgentKernelArena Docs