GPUs - graphics processing units

Lesson 62/75
Course: Scientific Computing Essentials

GPUs - graphics processing units

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Class Lessons

Introduction Introduction to scientific comput    Virtual cluster    Cluster Computing Cluster computers Cluster computer components How to access? Data transfer Linux Foundation for Scientific C Introduction File and folder commands Display contents of a file    Wildcards    Redirection and pipes File system security access Processes and Jobs Useful UNIX commands    Compiling UNIX software packages Scientific Software Scientific software stack Software modules Scheduling jobs Portable Batch System Introduction to PBS PBS basic commads PBS job submission    PBS Statistics PBS jobs management PBS job states PBS variables PBS job arrays SLURM - Workload Manager Introduction to Slurm Slurm commands Slurm job submission    Slurm array job    C/C++ Foundation Variables, Literals and Constants Data Types Input and Output Operators Comments    Conditions Switch Loops Goto Functions Recursion Arrays Strings Structures Pointers C++ STL STL Vectors Lists Map Queue Set Stacks Pair C++ OpenMP OpenMP OpenMP- Hello world!    Open MP - reduction OpenMP - section C++ MPI (Message Passing Interfac MPI - Message Passing Interface MPI program structure MPI - Hello world! MPI send and receive C++ CUDA GPUs - graphics processing units CUDA programming overview CUDA Threads, Blocks and Grid CUDA memory model CUDA Kernel CUDA Hello world! CUDA square an array of numbers CUDA vector addition CUDA matrix multiplication C++ Boost Library Boost Boost Multiprecision C++ Scientific Computing MKL - Matrix Multiplication LAPACK - Linear Algebra Conclusion Conclusion and further readings

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