Software Development

TileGym Improve cuTile Kernel Perf

The skill iteratively optimizes cuTile GPU kernels by profiling, analyzing bottlenecks, and applying targeted tuning to tile sizes, occupancy, autotune configurations, TMA, latency hints, persistent scheduling, num_ctas, and flush_to_zero. It benefits developers on the TileGym project who need faster, more efficient cuTile kernels. The skill is invoked when a user requests to optimize, improve, or benchmark cuTile kernel performance.

Publisher / source
NVIDIA Skills (Verified)
Upstream record
NVIDIA/skills
Version
Version 3
Published
Publication review
Approved for publication
Content fingerprint
50031cc274b9039b70a4d59c62efc3c7b737a5c0c450c3779f68295129052ecb