README.md

PyCUTLASS Examples

NOTE: This directory contains examples for PyCUTLASS, a Python library providing low-level building blocks for emitting CUTLASS C++ kernels. For examples using CUTLASS's Pythonic interface, see the examples/python directory.

Two types of examples are provided:

• Basic examples: minimal examples that illustrate how to set up GEMMs, convolutions, and grouped GEMM operations
• Customizable examples: examples that allow one to specify a variety of template parameters for the given kernel

Setting up the Python interface

Please follow the instructions here to set up the PyCUTLASS.

Running examples

Each of the basic examples can be run as follows:

# Run the GEMM example
python gemm.py

# Run the Conv2d example
python conv2d.py

# Run the grouped GEMM example
python gemm_grouped.py

To run the customizable examples, refer to the README in the customizable directory.