profiler
01Agent Claude Code
Benchmark the current Triton kernel and identify compute/memory/launch bottlenecks with concrete numbers.
Winner π (Agent-only) MLSys 2026 - FlashInfer AI Kernel Generation Contest for the DeepSeek Sparse Attention (DSA) track with an average speedup of 34.93x
This repository also configures its own agents. See what auto-gpu-kernel tells them β
Agent Claude Code
Benchmark the current Triton kernel and identify compute/memory/launch bottlenecks with concrete numbers.
Agent Claude Code
Clean-context diagnosis for planning next experiments.
Agent Claude Code
Inspect workload input characteristics (shapes, distributions, padding, locality) and recommend kernel optimizations keyed to them.
Agent Claude Code
Characterize the workload inputs β shapes, distributions, padding, locality β and recommend optimizations keyed to them. Call when you suspect a data-shape angle.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page β the rest are on their repository pages: