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Release v4.0.0 (#2294)

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Kihiro Bando
2025-05-13 15:55:29 -04:00
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# Examples of using the CUTLASS Python interface
* [00_basic_gemm](/examples/python/00_basic_gemm.ipynb)
Shows how declare, configure, compile, and run a CUTLASS GEMM using the Python interface
* [01_epilogue](/examples/python/01_epilogue.ipynb)
Shows how to fuse elementwise activation functions to GEMMs via the Python interface
* [02_pytorch_extension_grouped_gemm](/examples/python/02_pytorch_extension_grouped_gemm.ipynb)
Shows how to declare, compile, and run a grouped GEMM operation via the Python interface,
along with how the emitted kernel can be easily exported to a PyTorch CUDA extension.
* [03_basic_conv2d](/examples/python/03_basic_conv2d.ipynb)
Shows how to declare, configure, compile, and run a CUTLASS Conv2d using the Python interface
* [04_epilogue_visitor](/examples/python/04_epilogue_visitor.ipynb)
Shows how to fuse elementwise activation functions to GEMMs via the Python Epilogue Visitor interface
# Copyright
Copyright (c) 2017 - 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
```
Redistribution and use in source and binary forms, with or without
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list of conditions and the following disclaimer.
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and/or other materials provided with the distribution.
3. Neither the name of the copyright holder nor the names of its
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this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
```