CUTLASS 3.2.1 (#1113)

* Updates for 3.2.1 release.

* Minor fix in gemm op profiler for raster order.

* Add scheduler mapping for raster order in the kernels.
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ANIKET SHIVAM
2023-09-26 17:24:26 -04:00
committed by GitHub
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# 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.
This directory contains deprecated examples for PyCUTLASS, a precursor to the CUTLASS Python interface.
For examples of using CUTLASS's actively-maintained Pythonic interface, see the [examples/python](/examples/python) directory.