The PyCUDA syntax and terminology will be familiar by now. We will use this knowledge to develop advanced programs and learn some advanced concepts in PyCUDA. In this section, we will develop a program to square elements of an array using three different methods in PyCUDA. We will also learn the code for doing matrix multiplication in PyCUDA.
Complex programs in PyCUDA
Element-wise squaring of a matrix in PyCUDA
In this section, the program to perform element-wise squaring of numbers in a matrix is performed using three different methods. While doing this, the concepts of using multidimensional threads and blocks, the inout directive of the driver class, and the gpuarray class is explained in detail.
