compileGPUCode: Compile the R function without excute it in the device.

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

Description

Compile the R function without excute it in the device.

Usage

compileGPUCode(
  X,
  FUN,
  ...,
  .macroParms = NULL,
  .options = gpuSapply.getOption()
)

Arguments

X	a vector that FUN will loop over.
FUN	The function to be applied to each element of X
...	optional arguments to FUN
.macroParms	The function argument that will be treated as macro in the code. If an argument is treated as macro, its value cannot be changed by the code
.options	The package and openCL compilation options, please call gpuSapply.getOption() to get all the available options

Value

A list of compilation information

Examples

#matrix add function
matAdd = function(ind,A,B){
C = A[,ind]+B[,ind]
return(C)
}

n = 100
m = 200
#Create the data
A = matrix(runif(n*m),n,m)
B = matrix(runif(n*m),n,m)
#Compile the R code
res = compileGPUCode(1:m,matAdd,A,B)
#print GPU code
cat(res$gpu_code)

gpuMagic documentation built on Nov. 8, 2020, 5:15 p.m.