futhark-0.25.9: src/Futhark/CodeGen/ImpGen/GPU/SegScan.hs
-- | Code generation for 'SegScan'. Dispatches to either a
-- single-pass or two-pass implementation, depending on the nature of
-- the scan and the chosen abckend.
module Futhark.CodeGen.ImpGen.GPU.SegScan (compileSegScan) where
import Control.Monad
import Data.Maybe
import Futhark.CodeGen.ImpCode.GPU qualified as Imp
import Futhark.CodeGen.ImpGen hiding (compileProg)
import Futhark.CodeGen.ImpGen.GPU.Base
import Futhark.CodeGen.ImpGen.GPU.SegScan.SinglePass qualified as SinglePass
import Futhark.CodeGen.ImpGen.GPU.SegScan.TwoPass qualified as TwoPass
import Futhark.IR.GPUMem
-- The single-pass scan does not support multiple operators, so jam
-- them together here.
combineScanOps :: [SegBinOp GPUMem] -> SegBinOp GPUMem
combineScanOps ops =
SegBinOp
{ segBinOpComm = mconcat (map segBinOpComm ops),
segBinOpLambda = lam',
segBinOpNeutral = concatMap segBinOpNeutral ops,
segBinOpShape = mempty -- Assumed
}
where
lams = map segBinOpLambda ops
xParams lam = take (length (lambdaReturnType lam)) (lambdaParams lam)
yParams lam = drop (length (lambdaReturnType lam)) (lambdaParams lam)
lam' =
Lambda
{ lambdaParams = concatMap xParams lams ++ concatMap yParams lams,
lambdaReturnType = concatMap lambdaReturnType lams,
lambdaBody =
Body
()
(mconcat (map (bodyStms . lambdaBody) lams))
(concatMap (bodyResult . lambdaBody) lams)
}
bodyHas :: (Exp GPUMem -> Bool) -> Body GPUMem -> Bool
bodyHas f = any (f' . stmExp) . bodyStms
where
f' e
| f e = True
| otherwise = isNothing $ walkExpM walker e
walker =
identityWalker
{ walkOnBody = const $ guard . not . bodyHas f
}
canBeSinglePass :: [SegBinOp GPUMem] -> Maybe (SegBinOp GPUMem)
canBeSinglePass scan_ops =
if all ok scan_ops
then Just $ combineScanOps scan_ops
else Nothing
where
ok op =
segBinOpShape op == mempty
&& all primType (lambdaReturnType (segBinOpLambda op))
&& not (bodyHas isAssert (lambdaBody (segBinOpLambda op)))
isAssert (BasicOp Assert {}) = True
isAssert _ = False
-- | Compile 'SegScan' instance to host-level code with calls to
-- various kernels.
compileSegScan ::
Pat LetDecMem ->
SegLevel ->
SegSpace ->
[SegBinOp GPUMem] ->
KernelBody GPUMem ->
CallKernelGen ()
compileSegScan pat lvl space scan_ops map_kbody =
sWhen (0 .<. n) $ do
emit $ Imp.DebugPrint "\n# SegScan" Nothing
target <- hostTarget <$> askEnv
case (targetSupportsSinglePass target, canBeSinglePass scan_ops) of
(True, Just scan_ops') ->
SinglePass.compileSegScan pat lvl space scan_ops' map_kbody
_ ->
TwoPass.compileSegScan pat lvl space scan_ops map_kbody
emit $ Imp.DebugPrint "" Nothing
where
n = product $ map pe64 $ segSpaceDims space
targetSupportsSinglePass CUDA = True
targetSupportsSinglePass HIP = True
targetSupportsSinglePass _ = False