v4.5 tag update (#3202)

* Python DSL examples reorganization.

* v4.5 tag update.

examples/python/CuTeDSL/dsl_tutorials/print_latex.py

@@ -0,0 +1,72 @@
+# Copyright (c) 2025 - 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: BSD-3-Clause
+
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are met:
+
+# 1. Redistributions of source code must retain the above copyright notice, this
+# list of conditions and the following disclaimer.
+
+# 2. Redistributions in binary form must reproduce the above copyright notice,
+# this list of conditions and the following disclaimer in the documentation
+# and/or other materials provided with the distribution.
+
+# 3. Neither the name of the copyright holder nor the names of its
+# contributors may be used to endorse or promote products derived from
+# 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,
+# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+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)