This code is a tutorial to show how useful MKL is compared to LAPACK or an even simpler algorithm. I calculate a matrix matrix multiplication. The matrices chosen are ...

Abstract: Efficiently synthesizing an entire application that consists of multiple algorithms for hardware implementation is a very difficult and unsolved problem. One of the main challenges is the ...

comapring a matrix multiplication on CPU vs GPU on Windows 10 using OpenCL Setup OpenCL on our system and run Matrix Multiplication code on CPU and GPU to compare the two of them. Remember that the ...

Abstract: Sparse Matrix-Multivector (SpMM) multiplication is a key kernel for deep learning models and scientific computing applications. However, achieving high performance for SpMM on GPUs is ...