accelerate-fourier-benchmark-0.0: src/Main.hs

{-# LANGUAGE TypeFamilies #-}
{-# LANGUAGE ConstraintKinds #-}
module Main where

import Criterion.Main (Benchmark, defaultMain, bgroup, bench, whnf, )

import qualified Data.Array.Accelerate.CUFFT.Batched as CUFFT
import qualified Data.Array.Accelerate.FFTW.Manifest as FFTW

import qualified Data.Array.Accelerate.Fourier.Planned as Planned
import qualified Data.Array.Accelerate.Fourier.Preprocessed as Prep

import qualified Data.Array.Accelerate.CUDA as CUDA
import qualified Data.Array.Accelerate as A
import Data.Array.Accelerate (Array, DIM2, Z(Z), (:.)((:.)), )
import Data.Complex (Complex, )

import System.IO.Unsafe (unsafePerformIO)


data Elem a = Elem


width :: DIM2 -> Int
width (Z:._:.n) = n

powersOfTwo ::
   (A.Elt a, RealFloat a) =>
   Elem a ->
   (DIM2 ->
    Array DIM2 (Complex a) ->
    Array DIM2 (Complex a)) ->
   [Benchmark]
powersOfTwo Elem f =
   flip map (take 6 $ iterate (2*) 1024) $ \len ->
      let sh = Z:.16:.len
      in  bench (show len) $ whnf (f sh) $
          A.fromList sh $ repeat 0

powersOfTwos ::
   (CUFFT.Real a, A.IsFloating a, FFTW.Element a, RealFloat a) =>
   Elem a -> [Benchmark]
powersOfTwos e =
   bgroup "CUDA split-radix"
      (powersOfTwo e (CUDA.run1 . Prep.ditSplitRadix Prep.forward . width)) :
   bgroup "CUFFT"
      (powersOfTwo e $ \sh ->
         CUDA.run1 $ CUFFT.transform $
         unsafePerformIO $ CUFFT.plan1D CUFFT.forwardComplex sh) :
   bgroup "FFTW"
      (powersOfTwo e (const FFTW.dft)) :
   []


arbitrary ::
   (A.Elt a, RealFloat a) =>
   Elem a ->
   (DIM2 ->
    Array DIM2 (Complex a) ->
    Array DIM2 (Complex a)) ->
   [Benchmark]
arbitrary Elem f =
   flip map (takeWhile (<=128) $ iterate (1+) 64) $ \len ->
      let sh = Z:.2048:.len
      in  bench (show len) $ whnf (f sh) $
          A.fromList sh $ repeat 0

arbitraryLengths ::
   (CUFFT.Real a, A.IsFloating a, FFTW.Element a, RealFloat a) =>
   Elem a -> [Benchmark]
arbitraryLengths e =
   bgroup "CUDA generic"
      (arbitrary e (CUDA.run1 . Planned.transform Planned.forward . width)) :
   bgroup "CUFFT"
      (arbitrary e $ \sh ->
         CUDA.run1 $ CUFFT.transform $
         unsafePerformIO $ CUFFT.plan1D CUFFT.forwardComplex sh) :
   bgroup "FFTW"
      (arbitrary e (const FFTW.dft)) :
   []


allBenchs ::
   (CUFFT.Real a, A.IsFloating a, FFTW.Element a, RealFloat a) =>
   Elem a -> [Benchmark]
allBenchs e =
   bgroup "2^n" (powersOfTwos e) :
   bgroup "any" (arbitraryLengths e) :
   []


main :: IO ()
main = defaultMain $
   bgroup "float" (allBenchs (Elem :: Elem Float)) :
   bgroup "double" (allBenchs (Elem :: Elem Double)) :
   []