Fix PyTorch version in prerequisites card

Updated the prerequisites card at the top to show PyTorch 2.12+
(was still showing 2.0). Also updated cuda-python to cuda-bindings
for consistency.

Author: yushangdi

advanced_source/cuda_graph_annotations_tutorial.py

@@ -20,10 +20,10 @@
     .. grid-item-card:: :octicon:`list-unordered;1em;` Prerequisites
        :class-card: card-prerequisites
 
-       * PyTorch 2.0 or later
+       * PyTorch 2.12+
        * CUDA-capable GPU
-       * Driver/CUDA-compat >= 13.1 for full annotation support
-       * cuda-python package
+       * Driver/CUDA-compat >= 13.1 for annotation support
+       * cuda-bindings >= 13.3.0
 
 CUDA graphs are a powerful optimization technique that can significantly reduce
 kernel launch overhead by capturing and replaying sequences of CUDA operations.