INLIN(E)ing: A case study
Posted on May 17, 2017
Ollie Charles recently popped into #ghc to ask about a small program which was taking a long time to compile. In fact, the compiler was taking so long in the simplifier he had to increase the tick factor (a measure of how much work the simplifier is allowed to do) to get compilation to finish. Oleg and I quickly set to work working out what was going on in his program.
It turned out that a misplaced INLINE
pragma was causing a lot of simplification work to be duplicated. Removing the pragma allowed the compiler to operate faster whilst producing the same code.
The Problem
When a lot of time is spent in the simplifier it is usually because the core programs have grown quite large. Core programs can grow large for a number of reasons but one of primary reasons is due to excessive inlining caused by INLINE
pragmas.
The first tool we have at our disposal is -ddump-simpl-stats
which outputs a summary of each step the simplifier takes. Looking at this summary is a good way to work out roughly where the problem lies.
In this case, the statistics file was quite large. The first bit I always check is the “UnfoldingDone” section which details how many times each definition has been inlined. Here is the relevant snippet from the top of that section.
14620 UnfoldingDone
596 $
574 contramapF
546 $fNumInt_$c+
485 $fStorableWord8_$cpoke
485 castPtr
485 $fStorableWord8_$calignment
485 word8
485 $s>$<
485 castPtr1
484 thenIO
484 thenIO1
484 ord
484 $fBitsInt_$c.&.
484 plusPtr
484 $fStorableWord19
463 char7
331 $s>*<1
331 pairF
220 returnIO
220 returnIO1
220 $s>$<
220 contramapB
The first thing to notice about these numbers is that there are groups of definitions which have all been inlined the same number of times. This is indicative of a misplaced INLINE
pragma as a large unoptimised definition will then be inlined many times and then simplified individually at each call site rather than once at the definition site. Of particular suspicion is the large block of definitions which are each inlined exactly 484 times.
By looking at the definitions of each of the identifiers in this list, we can then work out what is going on. To cut to the chase, inspecting the definition of char7
from the Data.ByteString.Builder.Prim.ASCII
module we can see where a lot of the work is coming from.
-- | Encode the least 7-bits of a 'Char' using the ASCII encoding.
{-# INLINE char7 #-}
char7 :: FixedPrim Char
char7 = (\c -> fromIntegral $ ord c .&. 0x7f) >$< word8
The definition of char7
is concise but composed of combinators which will be keen to get inlined later on. The definitions of ord
, .&.
and >$<
are all small.
By using an INLINE
pragma, the unoptimised unfolding is included in the interface file so this complex definition will be inline verbatim into each call site. We can inspect the unfolding by using the --show-iface
flag on the .hi
file for the module.
8334ad079da5b638008c6f8feefdfa4a
char7 :: FixedPrim Char
{- HasNoCafRefs, Strictness: m, Inline: INLINE (sat-args=0),
Unfolding: InlineRule (0, False, False)
($s>$<
@ Char
@ Word8
(\ (c :: Char) ->
$ @ 'PtrRepLifted
@ Int
@ Word8
(\ (x :: Int) ->
case x of wild { I# x# -> W8# (narrow8Word# (int2Word# x#)) })
($fBitsInt_$c.&. (ord c) (I# 127#)))
word8) -}
Which very closely resembles the source definition.
Removing the INLINE
pragma we get a nice, small optimised definition which crucially is still small enough that GHC inlines it at call sites.
5e7820a4ab4b18cf2032517105d2cc56
char7 :: FixedPrim Char
{- HasNoCafRefs, Strictness: m,
Unfolding: (FP
@ Char
1#
char1
`cast`
(<Char>_R ->_R <Ptr Word8>_R ->_R Sym (N:IO[0] <()>_R))) -}
Look! No calls to >$<
, .&.
, ord
or any other complicated functions. We have optimised the definition once at the definition site so that we don’t have to repeatedly do so at each call site. We didn’t even need to look at the program to spot the problem.
Discussion
This is currently a problem because INLINE
is used for two different reasons.
- By library authors who use
RULES
where it is important to inline the literal rhs of a definition so that the rules reliably fire. - By library authors who want to inline definitions so that GHC’s simplifier can work better across modules.
For the first case, the unoptimised unfoldings are important but for the second this leads to a lot of duplicated work. In this case, I could see that there were no rules defined which were relevant to the definition of char7
so I ruled out the first scenario. I then verified that GHC considered the optimised version of char7
small enough to include in interface files and inline by using --show-iface
. Ruling out both of these possibilities, it then seemed sensible to remove the pragma.
It would be good to add a new pragma which instructs GHC to inline an optimised unfolding across modules rather than the unoptimised version so that the second scenario can be reliably achieved.