hpc_lecture

• 20201Q Titech lecture "High Performance Computing" lecture materials

Contents

	Topic	Sample code
Class 1	Introduction to parallel programming
Class 2	Shared memory parallelization	02_openmp
Class 3	Distributed memory parallelization	03_mpi
Class 4	SIMD parallelization	04_simd
Class 5	GPU programming	05_cuda,05_openacc
Class 6	Parallel programing models	06_starpu
Class 7	Cache blocking	07_cache_cpu,07_cache_gpu
Class 8	High Performance Python	08_cython
Class 9	I/O libraries	09_io
Class 10	Parallel debugger	10_debugger
Class 11	Parallel profiler	11_profiler
Class 12	Containers
Class 13	Scientific computing	13_fdm,13_solver
Class 14	Deep Learning	14_dl
Navier_Stokes	Parallelization of Navier Stokes	final