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Junkai-Wu cb37157db5 v4.5 tag update (#3202)
* Python DSL examples reorganization.

* v4.5 tag update.
2026-05-05 20:55:27 -04:00

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Python

# Copyright (c) 2025 - 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
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import argparse
import cutlass
import cutlass.cute as cute
from cutlass.utils import print_latex, print_latex_tv
from cutlass import for_generate, yield_out
"""
A Latex Printing Example using CuTe DSL.
This example prints latex for a given layout or thread value layout.
The primary goal for this example is to demonstrate how to dump latex, which can then be
turned into an image in your favorite latex compiler.
To run this example:
.. code-block:: bash
python examples/python/CuteDSL/cute/print_latex.py
python examples/python/CuteDSL/cute/print_latex.py --tv_layout
To compile, pipe the output to a file and use a tool like pdflatex:
.. code-block:: bash
python examples/python/CuTeDSL/cute/print_latex.py > latex.tex
pdflatex latex.tex
"""
@cute.jit
def main(print_tv_layout: cutlass.Constexpr[bool]):
# Note: only support compile time printing layouts
if cutlass.const_expr(print_tv_layout):
thr_layout = cute.make_ordered_layout((4, 32), order=(1, 0))
val_layout = cute.make_ordered_layout((4, 1), order=(1, 0))
tiler_mn, tv_layout = cute.make_layout_tv(thr_layout, val_layout)
print_latex_tv(tv_layout, tiler_mn)
else:
layout = cute.make_layout((10, 10))
print_latex(layout)
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description="example of print latex and print latex tv"
)
parser.add_argument("--tv_layout", action="store_true")
args = parser.parse_args()
main(args.tv_layout)