Accelerating and Scaling Python for HPC#ExerciseLinkSolution1NumPy Intro: ndarray Basics2NumPy Linear Algebra: SVD Reconstruction3NumPy to CuPy: ndarray Basics4NumPy to CuPy: SVD Reconstruction5Memory Spaces: Power Iteration6Asynchrony: Power Iteration7Kernel Authoring: Copy8MPI9.1nvmath-python: Interoperability with CPU and GPU tensor libraries9.2nvmath-python: Kernel fusion9.3nvmath-python: stateful APIs: Amortizing task preparation costs9.4nvmath-python: scaling to many GPUs