futhark-0.17.3: src/Futhark/Optimise/InPlaceLowering.hs
{-# LANGUAGE ConstraintKinds #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE GeneralizedNewtypeDeriving #-}
{-# LANGUAGE MultiParamTypeClasses #-}
{-# LANGUAGE TypeFamilies #-}
{-# LANGUAGE UndecidableInstances #-}
-- | This module implements an optimisation that moves in-place
-- updates into/before loops where possible, with the end goal of
-- minimising memory copies. As an example, consider this program:
--
-- @
-- let r =
-- loop (r1 = r0) = for i < n do
-- let a = r1[i]
-- let r1[i] = a * i
-- in r1
-- ...
-- let x = y with [k] <- r in
-- ...
-- @
--
-- We want to turn this into the following:
--
-- @
-- let x0 = y with [k] <- r0
-- loop (x = x0) = for i < n do
-- let a = a[k,i]
-- let x[k,i] = a * i
-- in x
-- let r = x[k] in
-- ...
-- @
--
-- The intent is that we are also going to optimise the new data
-- movement (in the @x0@-binding), possibly by changing how @r0@ is
-- defined. For the above transformation to be valid, a number of
-- conditions must be fulfilled:
--
-- (1) @r@ must not be consumed after the original in-place update.
--
-- (2) @k@ and @y@ must be available at the beginning of the loop.
--
-- (3) @x@ must be visible whenever @r@ is visible. (This means
-- that both @x@ and @r@ must be bound in the same t'Body'.)
--
-- (4) If @x@ is consumed at a point after the loop, @r@ must not
-- be used after that point.
--
-- (5) The size of @r1@ is invariant inside the loop.
--
-- (6) The value @r@ must come from something that we can actually
-- optimise (e.g. not a function parameter).
--
-- (7) @y@ (or its aliases) may not be used inside the body of the
-- loop.
--
-- (8) The result of the loop may not alias the merge parameter
-- @r1@.
--
-- FIXME: the implementation is not finished yet. Specifically, not
-- all of the above conditions are checked.
module Futhark.Optimise.InPlaceLowering
( inPlaceLoweringKernels,
inPlaceLoweringSeq,
)
where
import Control.Monad.RWS
import qualified Data.Map.Strict as M
import Futhark.Analysis.Alias
import Futhark.Binder
import Futhark.IR.Aliases
import Futhark.IR.Kernels
import Futhark.IR.Seq (Seq)
import Futhark.Optimise.InPlaceLowering.LowerIntoStm
import Futhark.Pass
-- | Apply the in-place lowering optimisation to the given program.
inPlaceLoweringKernels :: Pass Kernels Kernels
inPlaceLoweringKernels = inPlaceLowering onKernelOp lowerUpdateKernels
-- | Apply the in-place lowering optimisation to the given program.
inPlaceLoweringSeq :: Pass Seq Seq
inPlaceLoweringSeq = inPlaceLowering pure lowerUpdate
-- | Apply the in-place lowering optimisation to the given program.
inPlaceLowering ::
Constraints lore =>
OnOp lore ->
LowerUpdate lore (ForwardingM lore) ->
Pass lore lore
inPlaceLowering onOp lower =
Pass "In-place lowering" "Lower in-place updates into loops" $
fmap removeProgAliases
. intraproceduralTransformationWithConsts optimiseConsts optimiseFunDef
. aliasAnalysis
where
optimiseConsts stms =
modifyNameSource $
runForwardingM lower onOp $
stmsFromList <$> optimiseStms (stmsToList stms) (pure ())
optimiseFunDef consts fundec =
modifyNameSource $
runForwardingM lower onOp $
descend (stmsToList consts) $
bindingFParams (funDefParams fundec) $ do
body <- optimiseBody $ funDefBody fundec
return $ fundec {funDefBody = body}
descend [] m = m
descend (stm : stms) m = bindingStm stm $ descend stms m
type Constraints lore = (Bindable lore, CanBeAliased (Op lore))
optimiseBody ::
Constraints lore =>
Body (Aliases lore) ->
ForwardingM lore (Body (Aliases lore))
optimiseBody (Body als bnds res) = do
bnds' <-
deepen $
optimiseStms (stmsToList bnds) $
mapM_ seen res
return $ Body als (stmsFromList bnds') res
where
seen Constant {} = return ()
seen (Var v) = seenVar v
optimiseStms ::
Constraints lore =>
[Stm (Aliases lore)] ->
ForwardingM lore () ->
ForwardingM lore [Stm (Aliases lore)]
optimiseStms [] m = m >> return []
optimiseStms (bnd : bnds) m = do
(bnds', bup) <- tapBottomUp $ bindingStm bnd $ optimiseStms bnds m
bnd' <- optimiseInStm bnd
case filter ((`elem` boundHere) . updateValue) $ forwardThese bup of
[] -> do
checkIfForwardableUpdate bnd'
return $ bnd' : bnds'
updates -> do
lower <- asks topLowerUpdate
scope <- askScope
-- If we forward any updates, we need to remove them from bnds'.
let updated_names =
map updateName updates
notUpdated =
not . any (`elem` updated_names) . patternNames . stmPattern
-- Condition (5) and (7) are assumed to be checked by
-- lowerUpdate.
case lower scope bnd' updates of
Just lowering -> do
new_bnds <- lowering
new_bnds' <-
optimiseStms new_bnds $
tell bup {forwardThese = []}
return $ new_bnds' ++ filter notUpdated bnds'
Nothing -> do
checkIfForwardableUpdate bnd'
return $ bnd' : bnds'
where
boundHere = patternNames $ stmPattern bnd
checkIfForwardableUpdate (Let pat (StmAux cs _ _) e)
| Pattern [] [PatElem v dec] <- pat,
BasicOp (Update src slice (Var ve)) <- e =
maybeForward ve v dec cs src slice
checkIfForwardableUpdate _ = return ()
optimiseInStm :: Constraints lore => Stm (Aliases lore) -> ForwardingM lore (Stm (Aliases lore))
optimiseInStm (Let pat dec e) =
Let pat dec <$> optimiseExp e
optimiseExp :: Constraints lore => Exp (Aliases lore) -> ForwardingM lore (Exp (Aliases lore))
optimiseExp (DoLoop ctx val form body) =
bindingScope (scopeOf form) $
bindingFParams (map fst $ ctx ++ val) $
DoLoop ctx val form <$> optimiseBody body
optimiseExp (Op op) = do
f <- asks topOnOp
Op <$> f op
optimiseExp e = mapExpM optimise e
where
optimise =
identityMapper
{ mapOnBody = const optimiseBody
}
onKernelOp :: OnOp Kernels
onKernelOp (SegOp op) =
bindingScope (scopeOfSegSpace (segSpace op)) $ do
let mapper = identitySegOpMapper {mapOnSegOpBody = onKernelBody}
onKernelBody kbody = do
stms <-
deepen $
optimiseStms (stmsToList (kernelBodyStms kbody)) $
mapM_ seenVar $ namesToList $ freeIn $ kernelBodyResult kbody
return kbody {kernelBodyStms = stmsFromList stms}
SegOp <$> mapSegOpM mapper op
onKernelOp op = return op
data Entry lore = Entry
{ entryNumber :: Int,
entryAliases :: Names,
entryDepth :: Int,
entryOptimisable :: Bool,
entryType :: NameInfo (Aliases lore)
}
type VTable lore = M.Map VName (Entry lore)
type OnOp lore = Op (Aliases lore) -> ForwardingM lore (Op (Aliases lore))
data TopDown lore = TopDown
{ topDownCounter :: Int,
topDownTable :: VTable lore,
topDownDepth :: Int,
topLowerUpdate :: LowerUpdate lore (ForwardingM lore),
topOnOp :: OnOp lore
}
data BottomUp lore = BottomUp
{ bottomUpSeen :: Names,
forwardThese :: [DesiredUpdate (LetDec (Aliases lore))]
}
instance Semigroup (BottomUp lore) where
BottomUp seen1 forward1 <> BottomUp seen2 forward2 =
BottomUp (seen1 <> seen2) (forward1 <> forward2)
instance Monoid (BottomUp lore) where
mempty = BottomUp mempty mempty
newtype ForwardingM lore a = ForwardingM (RWS (TopDown lore) (BottomUp lore) VNameSource a)
deriving
( Monad,
Applicative,
Functor,
MonadReader (TopDown lore),
MonadWriter (BottomUp lore),
MonadState VNameSource
)
instance MonadFreshNames (ForwardingM lore) where
getNameSource = get
putNameSource = put
instance Constraints lore => HasScope (Aliases lore) (ForwardingM lore) where
askScope = M.map entryType <$> asks topDownTable
runForwardingM ::
LowerUpdate lore (ForwardingM lore) ->
OnOp lore ->
ForwardingM lore a ->
VNameSource ->
(a, VNameSource)
runForwardingM f g (ForwardingM m) src =
let (x, src', _) = runRWS m emptyTopDown src
in (x, src')
where
emptyTopDown =
TopDown
{ topDownCounter = 0,
topDownTable = M.empty,
topDownDepth = 0,
topLowerUpdate = f,
topOnOp = g
}
bindingParams ::
(dec -> NameInfo (Aliases lore)) ->
[Param dec] ->
ForwardingM lore a ->
ForwardingM lore a
bindingParams f params = local $ \(TopDown n vtable d x y) ->
let entry fparam =
( paramName fparam,
Entry n mempty d False $ f $ paramDec fparam
)
entries = M.fromList $ map entry params
in TopDown (n + 1) (M.union entries vtable) d x y
bindingFParams ::
[FParam (Aliases lore)] ->
ForwardingM lore a ->
ForwardingM lore a
bindingFParams = bindingParams FParamName
bindingScope ::
Scope (Aliases lore) ->
ForwardingM lore a ->
ForwardingM lore a
bindingScope scope = local $ \(TopDown n vtable d x y) ->
let entries = M.map entry scope
infoAliases (LetName (aliases, _)) = unAliases aliases
infoAliases _ = mempty
entry info = Entry n (infoAliases info) d False info
in TopDown (n + 1) (entries <> vtable) d x y
bindingStm ::
Stm (Aliases lore) ->
ForwardingM lore a ->
ForwardingM lore a
bindingStm (Let pat _ _) = local $ \(TopDown n vtable d x y) ->
let entries = M.fromList $ map entry $ patternElements pat
entry patElem =
let (aliases, _) = patElemDec patElem
in ( patElemName patElem,
Entry n (unAliases aliases) d True $ LetName $ patElemDec patElem
)
in TopDown (n + 1) (M.union entries vtable) d x y
bindingNumber :: VName -> ForwardingM lore Int
bindingNumber name = do
res <- asks $ fmap entryNumber . M.lookup name . topDownTable
case res of
Just n -> return n
Nothing ->
error $
"bindingNumber: variable "
++ pretty name
++ " not found."
deepen :: ForwardingM lore a -> ForwardingM lore a
deepen = local $ \env -> env {topDownDepth = topDownDepth env + 1}
areAvailableBefore :: Names -> VName -> ForwardingM lore Bool
areAvailableBefore names point = do
pointN <- bindingNumber point
nameNs <- mapM bindingNumber $ namesToList names
return $ all (< pointN) nameNs
isInCurrentBody :: VName -> ForwardingM lore Bool
isInCurrentBody name = do
current <- asks topDownDepth
res <- asks $ fmap entryDepth . M.lookup name . topDownTable
case res of
Just d -> return $ d == current
Nothing ->
error $
"isInCurrentBody: variable "
++ pretty name
++ " not found."
isOptimisable :: VName -> ForwardingM lore Bool
isOptimisable name = do
res <- asks $ fmap entryOptimisable . M.lookup name . topDownTable
case res of
Just b -> return b
Nothing ->
error $
"isOptimisable: variable "
++ pretty name
++ " not found."
seenVar :: VName -> ForwardingM lore ()
seenVar name = do
aliases <-
asks $
maybe mempty entryAliases
. M.lookup name
. topDownTable
tell $ mempty {bottomUpSeen = oneName name <> aliases}
tapBottomUp :: ForwardingM lore a -> ForwardingM lore (a, BottomUp lore)
tapBottomUp m = do
(x, bup) <- listen m
return (x, bup)
maybeForward ::
Constraints lore =>
VName ->
VName ->
LetDec (Aliases lore) ->
Certificates ->
VName ->
Slice SubExp ->
ForwardingM lore ()
maybeForward v dest_nm dest_dec cs src slice = do
-- Checks condition (2)
available <-
(freeIn src <> freeIn slice <> freeIn cs)
`areAvailableBefore` v
-- Check condition (3)
samebody <- isInCurrentBody v
-- Check condition (6)
optimisable <- isOptimisable v
not_prim <- not . primType <$> lookupType v
when (available && samebody && optimisable && not_prim) $ do
let fwd = DesiredUpdate dest_nm dest_dec cs src slice v
tell mempty {forwardThese = [fwd]}