High Performance Computing I

First steps with matrices in C

Simple cache optimizations

Cache optimizations for GEMV

• C++ tools for managing memory buffers

• Namespaces in C++

• Some integer arithmetic: Rounding up a division

• GEMM micro kernel (reference implementation)

• GEMM macro kernel

• GEMM frame routine

Function objects and lambda expressions

More on vector and matrix classes

Mutex and condition variables

Thread pools (part two)

• Another unblocked LU factorization

• Blocked LU factorization

Introduction to OpenMP

Transfer of vectors and matrices using MPI

Distributed matrices (with scatter and gather operations)

Introduction to CUDA

Global synchronization and two-dimensional aggregation

Multigrid solver (Part 2)