gpuMagic

This package is for version 3.17 of Bioconductor; for the stable, up-to-date release version, see gpuMagic.

An openCL compiler with the capacity to compile R functions and run the code on GPU


Bioconductor version: 3.17

The package aims to help users write openCL code with little or no effort. It is able to compile an user-defined R function and run it on a device such as a CPU or a GPU. The user can also write and run their openCL code directly by calling .kernel function.

Author: Jiefei Wang [aut, cre], Martin Morgan [aut]

Maintainer: Jiefei Wang <szwjf08 at gmail.com>

Citation (from within R, enter citation("gpuMagic")):

Installation

To install this package, start R (version "4.3") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("gpuMagic")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("gpuMagic")
Customized_opencl_code HTML R Script
quickStart HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews Infrastructure, Software
Version 1.16.0
In Bioconductor since BioC 3.9 (R-3.6) (5 years)
License GPL-3
Depends R (>= 3.6.0), methods, utils
Imports Deriv, DescTools, digest, pryr, stringr, BiocGenerics
System Requirements 1. C++11, 2. a graphic driver or a CPU SDK. 3. ICD loader For Windows user, an ICD loader is required at C:/windows/system32/OpenCL.dll (Usually it is installed by the graphic driver). For Linux user (Except mac): ocl-icd-opencl-dev package is required. For Mac user, no action is needed for the system has installed the dependency. 4. GNU make
URL
Bug Reports https://github.com/Jiefei-Wang/gpuMagic/issues
See More
Suggests testthat, knitr, rmarkdown, BiocStyle
Linking To Rcpp
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package gpuMagic_1.16.0.tar.gz
Windows Binary gpuMagic_1.16.0.zip
macOS Binary (x86_64) gpuMagic_1.16.0.tgz
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/gpuMagic
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/gpuMagic
Bioc Package Browser https://code.bioconductor.org/browse/gpuMagic/
Package Short Url https://bioconductor.org/packages/gpuMagic/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.17 Source Archive