# 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](/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_](customizable): 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](/python/README.md#installation) to set up the PyCUTLASS.

## Running examples
Each of the basic examples can be run as follows:
```shell
# 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](customizable) directory.