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v4.5 tag update (#3202)

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* Python DSL examples reorganization.

* v4.5 tag update.
This commit is contained in:
Junkai-Wu
2026-05-06 08:55:27 +08:00
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parent f74fea9ce3
commit cb37157db5
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media/docs/pythonDSL/cute_dsl_api/changelog.rst
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@@ -2,6 +2,24 @@
Changelog for CuTe DSL API changes
======================================
`4.4.0 <https://github.com/NVIDIA/cutlass/releases/tree/main>`_ (2026-03-24)
==============================================================================
* Added native support for ``typing.NamedTuple`` as a JIT function argument.
- A NamedTuple whose fields are DSL scalar types (``Int32``, ``Float32``, …)
can be passed directly to ``@cute.jit`` / ``cute.compile`` without any
protocol implementation.
- Fields are flattened field-by-field through the existing pytree system and
reconstructed via the NamedTuple constructor on entry to the kernel body.
Field attribute access (``tup.a``, ``tup.b``, …) works as in native Python.
- NamedTuple fields are **immutable** (tuple subclass). To replace a field,
construct a new NamedTuple inside the kernel. Use ``@native_struct`` when
mutable fields are required.
- See :doc:`../cute_dsl_general/dsl_struct_types` for a guide to NamedTuple,
``@native_struct``, and other struct-like JIT argument types.
`4.3.0 <https://github.com/NVIDIA/cutlass/releases/tree/main>`_ (2025-10-20)
==============================================================================
@@ -73,7 +91,7 @@ Changelog for CuTe DSL API changes
- Introduce S2T CopyOps in `tcgen05/copy.py <https://github.com/NVIDIA/cutlass/blob/main/python/CuTeDSL/cutlass/cute/nvgpu/tcgen05/copy.py>`_.
- Introduce BlockScaled layout utilities in `blockscaled_layout.py <https://github.com/NVIDIA/cutlass/blob/main/python/CuTeDSL/cutlass/utils/blockscaled_layout.py>`_ for creating the required scale factor layouts in global memory, shared memory and tensor memory.
* ``cutlass.cute.compile`` now supports compilation options. Refer to `JIT compilation options <https://docs.nvidia.com/cutlass/latest/media/docs/pythonDSL/cute_dsl_general/dsl_jit_compilation_options.html>`_ for more details.
* ``cutlass.cute.compile`` now supports compilation options. Refer to `JIT compilation options <https://docs.nvidia.com/cutlass/media/docs/pythonDSL/cute_dsl_general/dsl_jit_compilation_options.html>`_ for more details.
* ``cutlass.cute.testing.assert_`` now works for device JIT function. Specify ``--enable-assertions`` as compilation option to enable.
* ``cutlass.cute.make_tiled_copy`` is now deprecated. Please use ``cutlass.cute.make_tiled_copy_tv`` instead.
* Shared memory capacity query