futhark-0.20.2: src/Futhark/Optimise/Simplify/Rules.hs
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE RankNTypes #-}
{-# LANGUAGE TypeFamilies #-}
-- | This module defines a collection of simplification rules, as per
-- "Futhark.Optimise.Simplify.Rule". They are used in the
-- simplifier.
--
-- For performance reasons, many sufficiently simple logically
-- separate rules are merged into single "super-rules", like ruleIf
-- and ruleBasicOp. This is because it is relatively expensive to
-- activate a rule just to determine that it does not apply. Thus, it
-- is more efficient to have a few very fat rules than a lot of small
-- rules. This does not affect the compiler result in any way; it is
-- purely an optimisation to speed up compilation.
module Futhark.Optimise.Simplify.Rules
( standardRules,
removeUnnecessaryCopy,
)
where
import Control.Monad
import Data.Either
import Data.List (find, unzip4, zip4)
import qualified Data.Map.Strict as M
import Data.Maybe
import Futhark.Analysis.PrimExp.Convert
import qualified Futhark.Analysis.SymbolTable as ST
import qualified Futhark.Analysis.UsageTable as UT
import Futhark.Construct
import Futhark.IR
import Futhark.IR.Prop.Aliases
import Futhark.Optimise.Simplify.Rule
import Futhark.Optimise.Simplify.Rules.BasicOp
import Futhark.Optimise.Simplify.Rules.Index
import Futhark.Optimise.Simplify.Rules.Loop
import Futhark.Util
topDownRules :: BuilderOps rep => [TopDownRule rep]
topDownRules =
[ RuleGeneric constantFoldPrimFun,
RuleIf ruleIf,
RuleIf hoistBranchInvariant,
RuleGeneric withAccTopDown
]
bottomUpRules :: BuilderOps rep => [BottomUpRule rep]
bottomUpRules =
[ RuleIf removeDeadBranchResult,
RuleGeneric withAccBottomUp,
RuleBasicOp simplifyIndex
]
-- | A set of standard simplification rules. These assume pure
-- functional semantics, and so probably should not be applied after
-- memory block merging.
standardRules :: (BuilderOps rep, Aliased rep) => RuleBook rep
standardRules = ruleBook topDownRules bottomUpRules <> loopRules <> basicOpRules
-- | Turn @copy(x)@ into @x@ iff @x@ is not used after this copy
-- statement and it can be consumed.
--
-- This simplistic rule is only valid before we introduce memory.
removeUnnecessaryCopy :: (BuilderOps rep, Aliased rep) => BottomUpRuleBasicOp rep
removeUnnecessaryCopy (vtable, used) (Pat [d]) _ (Copy v)
| not (v `UT.isConsumed` used),
-- This next line is too conservative, but the problem is that 'v'
-- might not look like it has been consumed if it is consumed in
-- an outer scope. This is because the simplifier applies
-- bottom-up rules in a kind of deepest-first order.
not (patElemName d `UT.isInResult` used) || (patElemName d `UT.isConsumed` used),
(not (v `UT.used` used) && consumable) || not (patElemName d `UT.isConsumed` used) =
Simplify $ letBindNames [patElemName d] $ BasicOp $ SubExp $ Var v
where
-- We need to make sure we can even consume the original. The big
-- missing piece here is that we cannot do copy removal inside of
-- 'map' and other SOACs, but that is handled by SOAC-specific rules.
consumable = fromMaybe False $ do
e <- ST.lookup v vtable
guard $ ST.entryDepth e == ST.loopDepth vtable
consumableStm e `mplus` consumableFParam e
consumableFParam =
Just . maybe False (unique . declTypeOf) . ST.entryFParam
consumableStm e = do
pat <- stmPat <$> ST.entryStm e
pe <- find ((== v) . patElemName) (patElems pat)
guard $ aliasesOf pe == mempty
pure True
removeUnnecessaryCopy _ _ _ _ = Skip
constantFoldPrimFun :: BuilderOps rep => TopDownRuleGeneric rep
constantFoldPrimFun _ (Let pat (StmAux cs attrs _) (Apply fname args _ _))
| Just args' <- mapM (isConst . fst) args,
Just (_, _, fun) <- M.lookup (nameToString fname) primFuns,
Just result <- fun args' =
Simplify $
certifying cs $
attributing attrs $
letBind pat $ BasicOp $ SubExp $ Constant result
where
isConst (Constant v) = Just v
isConst _ = Nothing
constantFoldPrimFun _ _ = Skip
simplifyIndex :: BuilderOps rep => BottomUpRuleBasicOp rep
simplifyIndex (vtable, used) pat@(Pat [pe]) (StmAux cs attrs _) (Index idd inds)
| Just m <- simplifyIndexing vtable seType idd inds consumed = Simplify $ do
res <- m
attributing attrs $ case res of
SubExpResult cs' se ->
certifying (cs <> cs') $
letBindNames (patNames pat) $ BasicOp $ SubExp se
IndexResult extra_cs idd' inds' ->
certifying (cs <> extra_cs) $
letBindNames (patNames pat) $ BasicOp $ Index idd' inds'
where
consumed = patElemName pe `UT.isConsumed` used
seType (Var v) = ST.lookupType v vtable
seType (Constant v) = Just $ Prim $ primValueType v
simplifyIndex _ _ _ _ = Skip
ruleIf :: BuilderOps rep => TopDownRuleIf rep
ruleIf _ pat _ (e1, tb, fb, IfDec _ ifsort)
| Just branch <- checkBranch,
ifsort /= IfFallback || isCt1 e1 = Simplify $ do
let ses = bodyResult branch
addStms $ bodyStms branch
sequence_
[ certifying cs $ letBindNames [patElemName p] $ BasicOp $ SubExp se
| (p, SubExpRes cs se) <- zip (patElems pat) ses
]
where
checkBranch
| isCt1 e1 = Just tb
| isCt0 e1 = Just fb
| otherwise = Nothing
-- IMPROVE: the following two rules can be generalised to work in more
-- cases, especially when the branches have bindings, or return more
-- than one value.
--
-- if c then True else v == c || v
ruleIf
_
pat
_
( cond,
Body _ tstms [SubExpRes tcs (Constant (BoolValue True))],
Body _ fstms [SubExpRes fcs se],
IfDec ts _
)
| null tstms,
null fstms,
[Prim Bool] <- map extTypeOf ts =
Simplify $ certifying (tcs <> fcs) $ letBind pat $ BasicOp $ BinOp LogOr cond se
-- When type(x)==bool, if c then x else y == (c && x) || (!c && y)
ruleIf _ pat _ (cond, tb, fb, IfDec ts _)
| Body _ tstms [SubExpRes tcs tres] <- tb,
Body _ fstms [SubExpRes fcs fres] <- fb,
all (safeExp . stmExp) $ tstms <> fstms,
all ((== Prim Bool) . extTypeOf) ts = Simplify $ do
addStms tstms
addStms fstms
e <-
eBinOp
LogOr
(pure $ BasicOp $ BinOp LogAnd cond tres)
( eBinOp
LogAnd
(pure $ BasicOp $ UnOp Not cond)
(pure $ BasicOp $ SubExp fres)
)
certifying (tcs <> fcs) $ letBind pat e
ruleIf _ pat _ (_, tbranch, _, IfDec _ IfFallback)
| all (safeExp . stmExp) $ bodyStms tbranch = Simplify $ do
let ses = bodyResult tbranch
addStms $ bodyStms tbranch
sequence_
[ certifying cs $ letBindNames [patElemName p] $ BasicOp $ SubExp se
| (p, SubExpRes cs se) <- zip (patElems pat) ses
]
ruleIf _ pat _ (cond, tb, fb, _)
| Body _ _ [SubExpRes tcs (Constant (IntValue t))] <- tb,
Body _ _ [SubExpRes fcs (Constant (IntValue f))] <- fb =
if oneIshInt t && zeroIshInt f && tcs == mempty && fcs == mempty
then
Simplify $
letBind pat $ BasicOp $ ConvOp (BToI (intValueType t)) cond
else
if zeroIshInt t && oneIshInt f
then Simplify $ do
cond_neg <- letSubExp "cond_neg" $ BasicOp $ UnOp Not cond
letBind pat $ BasicOp $ ConvOp (BToI (intValueType t)) cond_neg
else Skip
ruleIf _ _ _ _ = Skip
-- | Move out results of a conditional expression whose computation is
-- either invariant to the branches (only done for results used for
-- existentials), or the same in both branches.
hoistBranchInvariant :: BuilderOps rep => TopDownRuleIf rep
hoistBranchInvariant _ pat _ (cond, tb, fb, IfDec ret ifsort) = Simplify $ do
let tses = bodyResult tb
fses = bodyResult fb
(hoistings, (pes, ts, res)) <-
fmap (fmap unzip3 . partitionEithers) . mapM branchInvariant $
zip4 [0 ..] (patElems pat) ret (zip tses fses)
let ctx_fixes = catMaybes hoistings
(tses', fses') = unzip res
tb' = tb {bodyResult = tses'}
fb' = fb {bodyResult = fses'}
ret' = foldr (uncurry fixExt) ts ctx_fixes
if not $ null hoistings -- Was something hoisted?
then do
-- We may have to add some reshapes if we made the type
-- less existential.
tb'' <- reshapeBodyResults tb' $ map extTypeOf ret'
fb'' <- reshapeBodyResults fb' $ map extTypeOf ret'
letBind (Pat pes) $ If cond tb'' fb'' (IfDec ret' ifsort)
else cannotSimplify
where
bound_in_branches =
namesFromList . concatMap (patNames . stmPat) $
bodyStms tb <> bodyStms fb
invariant Constant {} = True
invariant (Var v) = not $ v `nameIn` bound_in_branches
branchInvariant (i, pe, t, (tse, fse))
-- Do both branches return the same value?
| tse == fse = do
certifying (resCerts tse <> resCerts fse) $
letBindNames [patElemName pe] $ BasicOp $ SubExp $ resSubExp tse
hoisted i pe
-- Do both branches return values that are free in the
-- branch, and are we not the only pattern element? The
-- latter is to avoid infinite application of this rule.
| invariant $ resSubExp tse,
invariant $ resSubExp fse,
patSize pat > 1,
Prim _ <- patElemType pe = do
bt <- expTypesFromPat $ Pat [pe]
letBindNames [patElemName pe]
=<< ( If cond <$> resultBodyM [resSubExp tse]
<*> resultBodyM [resSubExp fse]
<*> pure (IfDec bt ifsort)
)
hoisted i pe
| otherwise =
pure $ Right (pe, t, (tse, fse))
hoisted i pe = pure $ Left $ Just (i, Var $ patElemName pe)
reshapeBodyResults body rets = buildBody_ $ do
ses <- bodyBind body
let (ctx_ses, val_ses) = splitFromEnd (length rets) ses
(ctx_ses ++) <$> zipWithM reshapeResult val_ses rets
reshapeResult (SubExpRes cs (Var v)) t@Array {} = do
v_t <- lookupType v
let newshape = arrayDims $ removeExistentials t v_t
SubExpRes cs
<$> if newshape /= arrayDims v_t
then letSubExp "branch_ctx_reshaped" (shapeCoerce newshape v)
else pure $ Var v
reshapeResult se _ =
return se
-- | Remove the return values of a branch, that are not actually used
-- after a branch. Standard dead code removal can remove the branch
-- if *none* of the return values are used, but this rule is more
-- precise.
removeDeadBranchResult :: BuilderOps rep => BottomUpRuleIf rep
removeDeadBranchResult (_, used) pat _ (e1, tb, fb, IfDec rettype ifsort)
| -- Only if there is no existential binding...
not $ any (`nameIn` foldMap freeIn (patElems pat)) (patNames pat),
-- Figure out which of the names in 'pat' are used...
patused <- map (`UT.isUsedDirectly` used) $ patNames pat,
-- If they are not all used, then this rule applies.
not (and patused) =
-- Remove the parts of the branch-results that correspond to dead
-- return value bindings. Note that this leaves dead code in the
-- branch bodies, but that will be removed later.
let tses = bodyResult tb
fses = bodyResult fb
pick :: [a] -> [a]
pick = map snd . filter fst . zip patused
tb' = tb {bodyResult = pick tses}
fb' = fb {bodyResult = pick fses}
pat' = pick $ patElems pat
rettype' = pick rettype
in Simplify $ letBind (Pat pat') $ If e1 tb' fb' $ IfDec rettype' ifsort
| otherwise = Skip
withAccTopDown :: BuilderOps rep => TopDownRuleGeneric rep
-- A WithAcc with no accumulators is sent to Valhalla.
withAccTopDown _ (Let pat aux (WithAcc [] lam)) = Simplify . auxing aux $ do
lam_res <- bodyBind $ lambdaBody lam
forM_ (zip (patNames pat) lam_res) $ \(v, SubExpRes cs se) ->
certifying cs $ letBindNames [v] $ BasicOp $ SubExp se
-- Identify those results in 'lam' that are free and move them out.
withAccTopDown vtable (Let pat aux (WithAcc inputs lam)) = Simplify . auxing aux $ do
let (cert_params, acc_params) =
splitAt (length inputs) $ lambdaParams lam
(acc_res, nonacc_res) =
splitFromEnd num_nonaccs $ bodyResult $ lambdaBody lam
(acc_pes, nonacc_pes) =
splitFromEnd num_nonaccs $ patElems pat
-- Look at accumulator results.
(acc_pes', inputs', params', acc_res') <-
fmap (unzip4 . catMaybes) . mapM tryMoveAcc $
zip4
(chunks (map inputArrs inputs) acc_pes)
inputs
(zip cert_params acc_params)
acc_res
let (cert_params', acc_params') = unzip params'
-- Look at non-accumulator results.
(nonacc_pes', nonacc_res') <-
unzip . catMaybes <$> mapM tryMoveNonAcc (zip nonacc_pes nonacc_res)
when (concat acc_pes' == acc_pes && nonacc_pes' == nonacc_pes) cannotSimplify
lam' <-
mkLambda (cert_params' ++ acc_params') $
bodyBind $ (lambdaBody lam) {bodyResult = acc_res' <> nonacc_res'}
letBind (Pat (concat acc_pes' <> nonacc_pes')) $ WithAcc inputs' lam'
where
num_nonaccs = length (lambdaReturnType lam) - length inputs
inputArrs (_, arrs, _) = length arrs
tryMoveAcc (pes, (_, arrs, _), (_, acc_p), SubExpRes cs (Var v))
| paramName acc_p == v,
cs == mempty = do
forM_ (zip pes arrs) $ \(pe, arr) ->
letBindNames [patElemName pe] $ BasicOp $ SubExp $ Var arr
pure Nothing
tryMoveAcc x =
pure $ Just x
tryMoveNonAcc (pe, SubExpRes cs (Var v))
| v `ST.elem` vtable,
cs == mempty = do
letBindNames [patElemName pe] $ BasicOp $ SubExp $ Var v
pure Nothing
tryMoveNonAcc (pe, SubExpRes cs (Constant v))
| cs == mempty = do
letBindNames [patElemName pe] $ BasicOp $ SubExp $ Constant v
pure Nothing
tryMoveNonAcc x =
pure $ Just x
withAccTopDown _ _ = Skip
withAccBottomUp :: BuilderOps rep => BottomUpRuleGeneric rep
-- Eliminate dead results.
withAccBottomUp (_, utable) (Let pat aux (WithAcc inputs lam))
| not $ all (`UT.used` utable) $ patNames pat = Simplify $ do
let (acc_res, nonacc_res) =
splitFromEnd num_nonaccs $ bodyResult $ lambdaBody lam
(acc_pes, nonacc_pes) =
splitFromEnd num_nonaccs $ patElems pat
(cert_params, acc_params) =
splitAt (length inputs) $ lambdaParams lam
-- Eliminate unused accumulator results
let (acc_pes', inputs', param_pairs, acc_res') =
unzip4 . filter keepAccRes $
zip4
(chunks (map inputArrs inputs) acc_pes)
inputs
(zip cert_params acc_params)
acc_res
(cert_params', acc_params') = unzip param_pairs
-- Eliminate unused non-accumulator results
let (nonacc_pes', nonacc_res') =
unzip $ filter keepNonAccRes $ zip nonacc_pes nonacc_res
when (concat acc_pes' == acc_pes && nonacc_pes' == nonacc_pes) cannotSimplify
let pes' = concat acc_pes' ++ nonacc_pes'
lam' <- mkLambda (cert_params' ++ acc_params') $ do
void $ bodyBind $ lambdaBody lam
pure $ acc_res' ++ nonacc_res'
auxing aux $ letBind (Pat pes') $ WithAcc inputs' lam'
where
num_nonaccs = length (lambdaReturnType lam) - length inputs
inputArrs (_, arrs, _) = length arrs
keepAccRes (pes, _, _, _) = any ((`UT.used` utable) . patElemName) pes
keepNonAccRes (pe, _) = patElemName pe `UT.used` utable
withAccBottomUp _ _ = Skip
-- Some helper functions
isCt1 :: SubExp -> Bool
isCt1 (Constant v) = oneIsh v
isCt1 _ = False
isCt0 :: SubExp -> Bool
isCt0 (Constant v) = zeroIsh v
isCt0 _ = False