futhark-0.18.1: src/Futhark/Optimise/Sink.hs
{-# LANGUAGE ConstraintKinds #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE TypeFamilies #-}
-- | "Sinking" is conceptually the opposite of hoisting. The idea is
-- to take code that looks like this:
--
-- @
-- x = xs[i]
-- y = ys[i]
-- if x != 0 then {
-- y
-- } else {
-- 0
-- }
-- @
--
-- and turn it into
--
-- @
-- x = xs[i]
-- if x != 0 then {
-- y = ys[i]
-- y
-- } else {
-- 0
-- }
-- @
--
-- The idea is to delay loads from memory until (if) they are actually
-- needed. Code patterns like the above is particularly common in
-- code that makes use of pattern matching on sum types.
--
-- We are currently quite conservative about when we do this. In
-- particular, if any consumption is going on in a body, we don't do
-- anything. This is far too conservative. Also, we are careful
-- never to duplicate work.
--
-- This pass redundantly computes free-variable information a lot. If
-- you ever see this pass as being a compilation speed bottleneck,
-- start by caching that a bit.
--
-- This pass is defined on the Kernels representation. This is not
-- because we do anything kernel-specific here, but simply because
-- more explicit indexing is going on after SOACs are gone.
module Futhark.Optimise.Sink (sinkKernels, sinkMC) where
import Control.Monad.State
import Data.Bifunctor
import Data.List (foldl')
import qualified Data.Map as M
import qualified Data.Set as S
import qualified Futhark.Analysis.Alias as Alias
import qualified Futhark.Analysis.SymbolTable as ST
import Futhark.IR.Aliases
import Futhark.IR.Kernels
import Futhark.IR.MC
import Futhark.Pass
type SymbolTable lore = ST.SymbolTable lore
type Sinking lore = M.Map VName (Stm lore)
type Sunk = S.Set VName
type Sinker lore a = SymbolTable lore -> Sinking lore -> a -> (a, Sunk)
type Constraints lore =
( ASTLore lore,
Aliased lore,
ST.IndexOp (Op lore)
)
-- | Given a statement, compute how often each of its free variables
-- are used. Not accurate: what we care about are only 1, and greater
-- than 1.
multiplicity :: Constraints lore => Stm lore -> M.Map VName Int
multiplicity stm =
case stmExp stm of
If cond tbranch fbranch _ ->
free cond 1 `comb` free tbranch 1 `comb` free fbranch 1
Op {} -> free stm 2
DoLoop {} -> free stm 2
_ -> free stm 1
where
free x k = M.fromList $ zip (namesToList $ freeIn x) $ repeat k
comb = M.unionWith (+)
optimiseBranch ::
Constraints lore =>
Sinker lore (Op lore) ->
Sinker lore (Body lore)
optimiseBranch onOp vtable sinking (Body dec stms res) =
let (stms', stms_sunk) = optimiseStms onOp vtable sinking' stms $ freeIn res
in ( Body dec (sunk_stms <> stms') res,
sunk <> stms_sunk
)
where
free_in_stms = freeIn stms <> freeIn res
(sinking_here, sinking') = M.partitionWithKey sunkHere sinking
sunk_stms = stmsFromList $ M.elems sinking_here
sunkHere v stm =
v `nameIn` free_in_stms
&& all (`ST.available` vtable) (namesToList (freeIn stm))
sunk = S.fromList $ concatMap (patternNames . stmPattern) sunk_stms
optimiseStms ::
Constraints lore =>
Sinker lore (Op lore) ->
SymbolTable lore ->
Sinking lore ->
Stms lore ->
Names ->
(Stms lore, Sunk)
optimiseStms onOp init_vtable init_sinking all_stms free_in_res =
let (all_stms', sunk) =
optimiseStms' init_vtable init_sinking $ stmsToList all_stms
in (stmsFromList all_stms', sunk)
where
multiplicities =
foldl'
(M.unionWith (+))
(M.fromList (zip (namesToList free_in_res) (repeat 1)))
(map multiplicity $ stmsToList all_stms)
optimiseStms' _ _ [] = ([], mempty)
optimiseStms' vtable sinking (stm : stms)
| BasicOp Index {} <- stmExp stm,
[pe] <- patternElements (stmPattern stm),
primType $ patElemType pe,
maybe True (== 1) $ M.lookup (patElemName pe) multiplicities =
let (stms', sunk) =
optimiseStms' vtable' (M.insert (patElemName pe) stm sinking) stms
in if patElemName pe `S.member` sunk
then (stms', sunk)
else (stm : stms', sunk)
| If cond tbranch fbranch ret <- stmExp stm =
let (tbranch', tsunk) = optimiseBranch onOp vtable sinking tbranch
(fbranch', fsunk) = optimiseBranch onOp vtable sinking fbranch
(stms', sunk) = optimiseStms' vtable' sinking stms
in ( stm {stmExp = If cond tbranch' fbranch' ret} : stms',
tsunk <> fsunk <> sunk
)
| Op op <- stmExp stm =
let (op', op_sunk) = onOp vtable sinking op
(stms', stms_sunk) = optimiseStms' vtable' sinking stms
in ( stm {stmExp = Op op'} : stms',
stms_sunk <> op_sunk
)
| otherwise =
let (stms', stms_sunk) = optimiseStms' vtable' sinking stms
(e', stm_sunk) = runState (mapExpM mapper (stmExp stm)) mempty
in ( stm {stmExp = e'} : stms',
stm_sunk <> stms_sunk
)
where
vtable' = ST.insertStm stm vtable
mapper =
identityMapper
{ mapOnBody = \scope body -> do
let (body', sunk) =
optimiseBody
onOp
(ST.fromScope scope <> vtable)
sinking
body
modify (<> sunk)
return body'
}
optimiseBody ::
Constraints lore =>
Sinker lore (Op lore) ->
Sinker lore (Body lore)
optimiseBody onOp vtable sinking (Body attr stms res) =
let (stms', sunk) = optimiseStms onOp vtable sinking stms $ freeIn res
in (Body attr stms' res, sunk)
optimiseKernelBody ::
Constraints lore =>
Sinker lore (Op lore) ->
Sinker lore (KernelBody lore)
optimiseKernelBody onOp vtable sinking (KernelBody attr stms res) =
let (stms', sunk) = optimiseStms onOp vtable sinking stms $ freeIn res
in (KernelBody attr stms' res, sunk)
optimiseSegOp ::
Constraints lore =>
Sinker lore (Op lore) ->
Sinker lore (SegOp lvl lore)
optimiseSegOp onOp vtable sinking op =
let scope = scopeOfSegSpace $ segSpace op
in runState (mapSegOpM (opMapper scope) op) mempty
where
opMapper scope =
identitySegOpMapper
{ mapOnSegOpLambda = \lam -> do
let (body, sunk) =
optimiseBody onOp op_vtable sinking $
lambdaBody lam
modify (<> sunk)
return lam {lambdaBody = body},
mapOnSegOpBody = \body -> do
let (body', sunk) =
optimiseKernelBody onOp op_vtable sinking body
modify (<> sunk)
return body'
}
where
op_vtable = ST.fromScope scope <> vtable
type SinkLore lore = Aliases lore
sink ::
( ASTLore lore,
CanBeAliased (Op lore),
ST.IndexOp (OpWithAliases (Op lore))
) =>
Sinker (SinkLore lore) (Op (SinkLore lore)) ->
Pass lore lore
sink onOp =
Pass "sink" "move memory loads closer to their uses" $
fmap removeProgAliases
. intraproceduralTransformationWithConsts onConsts onFun
. Alias.aliasAnalysis
where
onFun _ fd = do
let vtable = ST.insertFParams (funDefParams fd) mempty
(body, _) = optimiseBody onOp vtable mempty $ funDefBody fd
return fd {funDefBody = body}
onConsts consts =
pure $
fst $
optimiseStms onOp mempty mempty consts $
namesFromList $ M.keys $ scopeOf consts
-- | Sinking in GPU kernels.
sinkKernels :: Pass Kernels Kernels
sinkKernels = sink onHostOp
where
onHostOp :: Sinker (SinkLore Kernels) (Op (SinkLore Kernels))
onHostOp vtable sinking (SegOp op) =
first SegOp $ optimiseSegOp onHostOp vtable sinking op
onHostOp _ _ op = (op, mempty)
-- | Sinking for multicore.
sinkMC :: Pass MC MC
sinkMC = sink onHostOp
where
onHostOp :: Sinker (SinkLore MC) (Op (SinkLore MC))
onHostOp vtable sinking (ParOp par_op op) =
let (par_op', par_sunk) =
maybe
(Nothing, mempty)
(first Just . optimiseSegOp onHostOp vtable sinking)
par_op
(op', sunk) = optimiseSegOp onHostOp vtable sinking op
in (ParOp par_op' op', par_sunk <> sunk)
onHostOp _ _ op = (op, mempty)