CUDA Tile

CUDA Tile profiling is supported with driver versions 580.126.09+ on Linux and 582.16+ on Windows.

CUDA Tile C++ JIT-compiled kernels are supported starting with driver version 610 or later, and profiling for these kernels is therefore available only with driver version 610+.

A new Tile section has been added to provide a detailed summary of tile dimensions and pipeline utilization.

Tile section is displayed when tile profiling is enabled and a tile workload is being analyzed.

Tile section is part of the full and detailed section sets.

The following support matrix applies to both cuTile Python and CUDA Tile C++ workloads, unless noted otherwise.

CUDA Tile Profile Support

Feature

Current Support

Future Support

Tile kernel profiling

Yes

Yes

Source <-> SASS correlation

Yes

Yes

SIMT kernel feature parity

Yes

Yes

Inline Functions Table (CUDA Tile C++)

No

Yes

Source <-> Tile IR <-> SASS correlation

No

Yes