jagomart
digital resources
picture1_Programming Concepts Pdf 189603 | S3050 Intro To Cuda Fortran


 156x       Filetype PDF       File size 1.31 MB       Source: on-demand.gputechconf.com


File: Programming Concepts Pdf 189603 | S3050 Intro To Cuda Fortran
introduction to cuda fortran outline introduction basic concepts simple examples kernel loop directives cuf kernels compute capabilities compilation performance optimization examples multi gpu programming introduction cuda is a scalable model ...

icon picture PDF Filetype PDF | Posted on 03 Feb 2023 | 2 years ago
Partial capture of text on file.
  Introduction to CUDA Fortran
                Outline
                •Introduction
                     –  Basic Concepts
                     –  Simple Examples
                     –  Kernel Loop Directives (CUF Kernels)
                     –  Compute Capabilities
                     –  Compilation
                •Performance Optimization
                •Examples
                •Multi-GPU Programming
                Introduction
                •CUDA is a scalable model for parallel computing
                •CUDA Fortran is the Fortran analog to CUDA C
                     –  Program has host and device code similar to CUDA C
                     –  Host code is based on the runtime API
                     –  Fortran language extensions to simplify data management
                •Co-defined by NVIDIA and PGI, implemented in the PGI Fortran 
                   compiler
                CUDA Programming
                •Heterogeneous programming model
                     –  CPU and GPU are separate devices with separate memory spaces
                     –  Host code runs on the CPU
                          • Handles data management for both host and device
                          • Launches kernels which are subroutines executed on the GPU
                     –  Device code runs on the GPU
                          • Executed by many GPU threads in parallel
                     –  Allows for incremental development
The words contained in this file might help you see if this file matches what you are looking for:

...Introduction to cuda fortran outline basic concepts simple examples kernel loop directives cuf kernels compute capabilities compilation performance optimization multi gpu programming is a scalable model for parallel computing the analog c program has host and device code similar based on runtime api language extensions simplify data management co defined by nvidia pgi implemented in compiler heterogeneous cpu are separate devices with memory spaces runs handles both launches which subroutines executed many threads allows incremental development...

no reviews yet
Please Login to review.