diff mbox

Fix PR77848

Message ID 1d9bddb6-2005-a53b-fbcf-46c9dfe244db@linux.vnet.ibm.com
State New
Headers show

Commit Message

Bill Schmidt Nov. 15, 2016, 8:03 p.m. UTC
Hi,

https://gcc.gnu.org/bugzilla/show_bug.cgi?id=77848 identifies a situation
where if-conversion causes degradation when the if-converted loop is not
subsequently vectorized.  The if-conversion pass does not have a cost
model to avoid such degradations.  However, it does have a capability to
version the if-converted loop, so that the vectorizer can choose the
if-converted version if vectorization occurs, or the unmodified version
if vectorization does not occur.  Currently versioning is only done under
special circumstances.

This patch does two things:  It requires loop versioning whenever loop
vectorization is enabled so that such degradations can't occur; and it
extends loop versioning to outer loops when such loops are of the right
form for outer loop vectorization.  The latter is needed to avoid
introducing degradations with versioning of inner loops, which disturbs
the pattern that outer loop vectorization expects.

This is an embarrassingly simple patch, given how much time I spent going
down other paths.  The most surprising thing is that versioning the outer
loop doesn't require any additional handshaking with the vectorizer.  It
just works.  I've verified this on some examples, and we end up with the
correct vectorization and with the unused loop nest discarded.

The one remaining problem with this bug is that it precludes SLP from
seeing if-converted loops to work on.  With this patch, if the vectorizer
can't vectorize an if-converted loop, the original version survives.  We
have one test case that fails when that happens, because it expected to
do SLP vectorization on the if-converted statements:

> FAIL: gcc.dg/vect/bb-slp-cond-1.c -flto -ffat-lto-objects  scan-tree-dump-times slp1 "basic block vectorized" 1
> FAIL: gcc.dg/vect/bb-slp-cond-1.c scan-tree-dump-times slp1 "basic block vectorized" 1

Arguably, this shows a deficiency in SLP vectorization, since it won't
see if-converted statements in non-loop code in any event.  Eventually
SLP should learn to handle these kinds of PHI statements itself.

Bootstrapped and tested on powerpc64le-unknown-linux-gnu, with only the
specified regression.  Is this ok for trunk?

Thanks,
Bill


[gcc]

2016-11-15  Bill Schmidt  <wschmidt@linux.vnet.ibm.com>

	PR tree-optimization/77848
	* tree-if-conv.c (version_loop_for_if_conversion): When versioning
	an outer loop, only save basic block aux information for the inner
	loop.
	(versionable_outer_loop_p): New function.
	(tree_if_conversion): Always version a loop when vectorization
	is enabled; version the outer loop instead of the inner one
	if the pattern will be recognized for outer-loop vectorization.

[gcc/testsuite]

2016-11-15  Bill Schmidt  <wschmidt@linux.vnet.ibm.com>

	PR tree-optimization/77848
	* gfortran.dg/vect/pr78848.f: New test.

Comments

Richard Biener Nov. 16, 2016, 3:08 p.m. UTC | #1
On Tue, Nov 15, 2016 at 9:03 PM, Bill Schmidt
<wschmidt@linux.vnet.ibm.com> wrote:
> Hi,
>
> https://gcc.gnu.org/bugzilla/show_bug.cgi?id=77848 identifies a situation
> where if-conversion causes degradation when the if-converted loop is not
> subsequently vectorized.  The if-conversion pass does not have a cost
> model to avoid such degradations.  However, it does have a capability to
> version the if-converted loop, so that the vectorizer can choose the
> if-converted version if vectorization occurs, or the unmodified version
> if vectorization does not occur.  Currently versioning is only done under
> special circumstances.
>
> This patch does two things:  It requires loop versioning whenever loop
> vectorization is enabled so that such degradations can't occur; and it
> extends loop versioning to outer loops when such loops are of the right
> form for outer loop vectorization.  The latter is needed to avoid
> introducing degradations with versioning of inner loops, which disturbs
> the pattern that outer loop vectorization expects.
>
> This is an embarrassingly simple patch, given how much time I spent going
> down other paths.  The most surprising thing is that versioning the outer
> loop doesn't require any additional handshaking with the vectorizer.  It
> just works.  I've verified this on some examples, and we end up with the
> correct vectorization and with the unused loop nest discarded.
>
> The one remaining problem with this bug is that it precludes SLP from
> seeing if-converted loops to work on.  With this patch, if the vectorizer
> can't vectorize an if-converted loop, the original version survives.  We
> have one test case that fails when that happens, because it expected to
> do SLP vectorization on the if-converted statements:
>
>> FAIL: gcc.dg/vect/bb-slp-cond-1.c -flto -ffat-lto-objects  scan-tree-dump-times slp1 "basic block vectorized" 1
>> FAIL: gcc.dg/vect/bb-slp-cond-1.c scan-tree-dump-times slp1 "basic block vectorized" 1
>
> Arguably, this shows a deficiency in SLP vectorization, since it won't
> see if-converted statements in non-loop code in any event.  Eventually
> SLP should learn to handle these kinds of PHI statements itself.
>
> Bootstrapped and tested on powerpc64le-unknown-linux-gnu, with only the
> specified regression.  Is this ok for trunk?

Thanks for working on this.  Comments below.

> Thanks,
> Bill
>
>
> [gcc]
>
> 2016-11-15  Bill Schmidt  <wschmidt@linux.vnet.ibm.com>
>
>         PR tree-optimization/77848
>         * tree-if-conv.c (version_loop_for_if_conversion): When versioning
>         an outer loop, only save basic block aux information for the inner
>         loop.
>         (versionable_outer_loop_p): New function.
>         (tree_if_conversion): Always version a loop when vectorization
>         is enabled; version the outer loop instead of the inner one
>         if the pattern will be recognized for outer-loop vectorization.
>
> [gcc/testsuite]
>
> 2016-11-15  Bill Schmidt  <wschmidt@linux.vnet.ibm.com>
>
>         PR tree-optimization/77848
>         * gfortran.dg/vect/pr78848.f: New test.
>
>
> Index: gcc/testsuite/gfortran.dg/vect/pr77848.f
> ===================================================================
> --- gcc/testsuite/gfortran.dg/vect/pr77848.f    (revision 0)
> +++ gcc/testsuite/gfortran.dg/vect/pr77848.f    (working copy)
> @@ -0,0 +1,24 @@
> +! PR 77848: Verify versioning is on when vectorization fails
> +! { dg-do compile }
> +! { dg-options "-O3 -ffast-math -fdump-tree-ifcvt -fdump-tree-vect-details" }
> +
> +      subroutine sub(x,a,n,m)
> +      implicit none
> +      real*8 x(*),a(*),atemp
> +      integer i,j,k,m,n
> +      real*8 s,t,u,v
> +      do j=1,m
> +         atemp=0.d0
> +         do i=1,n
> +            if (abs(a(i)).gt.atemp) then
> +               atemp=a(i)
> +               k = i
> +            end if
> +         enddo
> +         call dummy(atemp,k)
> +      enddo
> +      return
> +      end
> +
> +! { dg-final { scan-tree-dump "LOOP_VECTORIZED" "ifcvt" } }
> +! { dg-final { scan-tree-dump "vectorized 0 loops in function" "vect" } }
> Index: gcc/tree-if-conv.c
> ===================================================================
> --- gcc/tree-if-conv.c  (revision 242412)
> +++ gcc/tree-if-conv.c  (working copy)
> @@ -2533,6 +2533,7 @@ version_loop_for_if_conversion (struct loop *loop)
>    struct loop *new_loop;
>    gimple *g;
>    gimple_stmt_iterator gsi;
> +  unsigned int save_length;
>
>    g = gimple_build_call_internal (IFN_LOOP_VECTORIZED, 2,
>                                   build_int_cst (integer_type_node, loop->num),
> @@ -2540,8 +2541,9 @@ version_loop_for_if_conversion (struct loop *loop)
>    gimple_call_set_lhs (g, cond);
>
>    /* Save BB->aux around loop_version as that uses the same field.  */
> -  void **saved_preds = XALLOCAVEC (void *, loop->num_nodes);
> -  for (unsigned i = 0; i < loop->num_nodes; i++)
> +  save_length = loop->inner ? loop->inner->num_nodes : loop->num_nodes;
> +  void **saved_preds = XALLOCAVEC (void *, save_length);
> +  for (unsigned i = 0; i < save_length; i++)
>      saved_preds[i] = ifc_bbs[i]->aux;
>
>    initialize_original_copy_tables ();
> @@ -2550,7 +2552,7 @@ version_loop_for_if_conversion (struct loop *loop)
>                            REG_BR_PROB_BASE, true);
>    free_original_copy_tables ();
>
> -  for (unsigned i = 0; i < loop->num_nodes; i++)
> +  for (unsigned i = 0; i < save_length; i++)
>      ifc_bbs[i]->aux = saved_preds[i];
>
>    if (new_loop == NULL)
> @@ -2565,6 +2567,40 @@ version_loop_for_if_conversion (struct loop *loop)
>    return true;
>  }
>
> +/* Return true when LOOP satisfies the follow conditions that will
> +   allow it to be recognized by the vectorizer for outer-loop
> +   vectorization:
> +    - The loop has exactly one inner loop.
> +    - The loop has a single exit.
> +    - The loop header has a single successor, which is the inner
> +      loop header.
> +    - The loop exit block has a single predecessor, which is the
> +      inner loop's exit block.  */
> +
> +static bool
> +versionable_outer_loop_p (struct loop *loop)
> +{
> +  if (!loop->inner
> +      || loop->inner->next
> +      || !single_exit (loop)
> +      || !single_succ_p (loop->header)
> +      || single_succ (loop->header) != loop->inner->header)
> +    return false;

not sure if the single_exit test would cover it but please add

    || ! loop_outer (loop)

as a test that 'loop' isn't the root node of the loop tree.

> +
> +  gcc_assert (single_pred_p (loop->latch));

This assert is redundant.

> +  basic_block outer_exit = single_pred (loop->latch);
> +  gcc_assert (single_pred_p (loop->inner->latch));

likewise (single_pred performs them).

> +  basic_block inner_exit = single_pred (loop->inner->latch);
> +
> +  if (!single_pred_p (outer_exit) || single_pred (outer_exit) != inner_exit)
> +    return false;
> +
> +  if (dump_file)
> +    fprintf (dump_file, "Found versionable outer loop\n");

"Found vectorizable outer loop for versioning"

> +
> +  return true;
> +}
> +
>  /* Performs splitting of critical edges.  Skip splitting and return false
>     if LOOP will not be converted because:
>
> @@ -2767,8 +2803,16 @@ tree_if_conversion (struct loop *loop)
>           || loop->dont_vectorize))
>      goto cleanup;
>
> -  if ((any_pred_load_store || any_complicated_phi)
> -      && !version_loop_for_if_conversion (loop))
> +  /* Since we have no cost model, always version loops if vectorization
> +     is enabled.  Either version this loop, or if the pattern is right
> +     for outer-loop vectorization, version the outer loop.  In the
> +     latter case we will still if-convert the original inner loop.  */
> +  /* FIXME: When SLP vectorization can handle if-conversion on its own,
> +     predicate all of if-conversion on flag_tree_loop_vectorize.  */
> +  if ((any_pred_load_store || any_complicated_phi || flag_tree_loop_vectorize)

I'd say given fun->has_force_vectorize_loops this should be

       if (flag_tree_loop_if_convert != 1
> +      && !version_loop_for_if_conversion
> +      (versionable_outer_loop_p (loop_outer (loop))
> +       ? loop_outer (loop) : loop))
>      goto cleanup;

and thus always version if the user didnt' specify -ftree-loop-if-convert
(-ftree-loop-if-convert-stores is dead, I forgot to remove uses).

Can you as a first patch (after fixing the minor things above) commit
the patch w/o changing the condition under which we version
(but _do_ version the outer loop if possible?).  This should be a strict
improvement enabling more outer loop vectorization.

The 2nd patch can then fix the PR and change the condition.

Thus, ok with the nits fixed and the condition unchanged.

Can you re-test the 2nd part with my suggested changed predicate?

Thanks,
Richard.

>    /* Now all statements are if-convertible.  Combine all the basic
>
Bill Schmidt Nov. 16, 2016, 4:43 p.m. UTC | #2
Thanks, Richard!  I'll follow up with these changes over the next day or
two.  Appreciate all the help!

Bill

On Wed, 2016-11-16 at 16:08 +0100, Richard Biener wrote:
> On Tue, Nov 15, 2016 at 9:03 PM, Bill Schmidt
> <wschmidt@linux.vnet.ibm.com> wrote:
> > Hi,
> >
> > https://gcc.gnu.org/bugzilla/show_bug.cgi?id=77848 identifies a situation
> > where if-conversion causes degradation when the if-converted loop is not
> > subsequently vectorized.  The if-conversion pass does not have a cost
> > model to avoid such degradations.  However, it does have a capability to
> > version the if-converted loop, so that the vectorizer can choose the
> > if-converted version if vectorization occurs, or the unmodified version
> > if vectorization does not occur.  Currently versioning is only done under
> > special circumstances.
> >
> > This patch does two things:  It requires loop versioning whenever loop
> > vectorization is enabled so that such degradations can't occur; and it
> > extends loop versioning to outer loops when such loops are of the right
> > form for outer loop vectorization.  The latter is needed to avoid
> > introducing degradations with versioning of inner loops, which disturbs
> > the pattern that outer loop vectorization expects.
> >
> > This is an embarrassingly simple patch, given how much time I spent going
> > down other paths.  The most surprising thing is that versioning the outer
> > loop doesn't require any additional handshaking with the vectorizer.  It
> > just works.  I've verified this on some examples, and we end up with the
> > correct vectorization and with the unused loop nest discarded.
> >
> > The one remaining problem with this bug is that it precludes SLP from
> > seeing if-converted loops to work on.  With this patch, if the vectorizer
> > can't vectorize an if-converted loop, the original version survives.  We
> > have one test case that fails when that happens, because it expected to
> > do SLP vectorization on the if-converted statements:
> >
> >> FAIL: gcc.dg/vect/bb-slp-cond-1.c -flto -ffat-lto-objects  scan-tree-dump-times slp1 "basic block vectorized" 1
> >> FAIL: gcc.dg/vect/bb-slp-cond-1.c scan-tree-dump-times slp1 "basic block vectorized" 1
> >
> > Arguably, this shows a deficiency in SLP vectorization, since it won't
> > see if-converted statements in non-loop code in any event.  Eventually
> > SLP should learn to handle these kinds of PHI statements itself.
> >
> > Bootstrapped and tested on powerpc64le-unknown-linux-gnu, with only the
> > specified regression.  Is this ok for trunk?
> 
> Thanks for working on this.  Comments below.
> 
> > Thanks,
> > Bill
> >
> >
> > [gcc]
> >
> > 2016-11-15  Bill Schmidt  <wschmidt@linux.vnet.ibm.com>
> >
> >         PR tree-optimization/77848
> >         * tree-if-conv.c (version_loop_for_if_conversion): When versioning
> >         an outer loop, only save basic block aux information for the inner
> >         loop.
> >         (versionable_outer_loop_p): New function.
> >         (tree_if_conversion): Always version a loop when vectorization
> >         is enabled; version the outer loop instead of the inner one
> >         if the pattern will be recognized for outer-loop vectorization.
> >
> > [gcc/testsuite]
> >
> > 2016-11-15  Bill Schmidt  <wschmidt@linux.vnet.ibm.com>
> >
> >         PR tree-optimization/77848
> >         * gfortran.dg/vect/pr78848.f: New test.
> >
> >
> > Index: gcc/testsuite/gfortran.dg/vect/pr77848.f
> > ===================================================================
> > --- gcc/testsuite/gfortran.dg/vect/pr77848.f    (revision 0)
> > +++ gcc/testsuite/gfortran.dg/vect/pr77848.f    (working copy)
> > @@ -0,0 +1,24 @@
> > +! PR 77848: Verify versioning is on when vectorization fails
> > +! { dg-do compile }
> > +! { dg-options "-O3 -ffast-math -fdump-tree-ifcvt -fdump-tree-vect-details" }
> > +
> > +      subroutine sub(x,a,n,m)
> > +      implicit none
> > +      real*8 x(*),a(*),atemp
> > +      integer i,j,k,m,n
> > +      real*8 s,t,u,v
> > +      do j=1,m
> > +         atemp=0.d0
> > +         do i=1,n
> > +            if (abs(a(i)).gt.atemp) then
> > +               atemp=a(i)
> > +               k = i
> > +            end if
> > +         enddo
> > +         call dummy(atemp,k)
> > +      enddo
> > +      return
> > +      end
> > +
> > +! { dg-final { scan-tree-dump "LOOP_VECTORIZED" "ifcvt" } }
> > +! { dg-final { scan-tree-dump "vectorized 0 loops in function" "vect" } }
> > Index: gcc/tree-if-conv.c
> > ===================================================================
> > --- gcc/tree-if-conv.c  (revision 242412)
> > +++ gcc/tree-if-conv.c  (working copy)
> > @@ -2533,6 +2533,7 @@ version_loop_for_if_conversion (struct loop *loop)
> >    struct loop *new_loop;
> >    gimple *g;
> >    gimple_stmt_iterator gsi;
> > +  unsigned int save_length;
> >
> >    g = gimple_build_call_internal (IFN_LOOP_VECTORIZED, 2,
> >                                   build_int_cst (integer_type_node, loop->num),
> > @@ -2540,8 +2541,9 @@ version_loop_for_if_conversion (struct loop *loop)
> >    gimple_call_set_lhs (g, cond);
> >
> >    /* Save BB->aux around loop_version as that uses the same field.  */
> > -  void **saved_preds = XALLOCAVEC (void *, loop->num_nodes);
> > -  for (unsigned i = 0; i < loop->num_nodes; i++)
> > +  save_length = loop->inner ? loop->inner->num_nodes : loop->num_nodes;
> > +  void **saved_preds = XALLOCAVEC (void *, save_length);
> > +  for (unsigned i = 0; i < save_length; i++)
> >      saved_preds[i] = ifc_bbs[i]->aux;
> >
> >    initialize_original_copy_tables ();
> > @@ -2550,7 +2552,7 @@ version_loop_for_if_conversion (struct loop *loop)
> >                            REG_BR_PROB_BASE, true);
> >    free_original_copy_tables ();
> >
> > -  for (unsigned i = 0; i < loop->num_nodes; i++)
> > +  for (unsigned i = 0; i < save_length; i++)
> >      ifc_bbs[i]->aux = saved_preds[i];
> >
> >    if (new_loop == NULL)
> > @@ -2565,6 +2567,40 @@ version_loop_for_if_conversion (struct loop *loop)
> >    return true;
> >  }
> >
> > +/* Return true when LOOP satisfies the follow conditions that will
> > +   allow it to be recognized by the vectorizer for outer-loop
> > +   vectorization:
> > +    - The loop has exactly one inner loop.
> > +    - The loop has a single exit.
> > +    - The loop header has a single successor, which is the inner
> > +      loop header.
> > +    - The loop exit block has a single predecessor, which is the
> > +      inner loop's exit block.  */
> > +
> > +static bool
> > +versionable_outer_loop_p (struct loop *loop)
> > +{
> > +  if (!loop->inner
> > +      || loop->inner->next
> > +      || !single_exit (loop)
> > +      || !single_succ_p (loop->header)
> > +      || single_succ (loop->header) != loop->inner->header)
> > +    return false;
> 
> not sure if the single_exit test would cover it but please add
> 
>     || ! loop_outer (loop)
> 
> as a test that 'loop' isn't the root node of the loop tree.
> 
> > +
> > +  gcc_assert (single_pred_p (loop->latch));
> 
> This assert is redundant.
> 
> > +  basic_block outer_exit = single_pred (loop->latch);
> > +  gcc_assert (single_pred_p (loop->inner->latch));
> 
> likewise (single_pred performs them).
> 
> > +  basic_block inner_exit = single_pred (loop->inner->latch);
> > +
> > +  if (!single_pred_p (outer_exit) || single_pred (outer_exit) != inner_exit)
> > +    return false;
> > +
> > +  if (dump_file)
> > +    fprintf (dump_file, "Found versionable outer loop\n");
> 
> "Found vectorizable outer loop for versioning"
> 
> > +
> > +  return true;
> > +}
> > +
> >  /* Performs splitting of critical edges.  Skip splitting and return false
> >     if LOOP will not be converted because:
> >
> > @@ -2767,8 +2803,16 @@ tree_if_conversion (struct loop *loop)
> >           || loop->dont_vectorize))
> >      goto cleanup;
> >
> > -  if ((any_pred_load_store || any_complicated_phi)
> > -      && !version_loop_for_if_conversion (loop))
> > +  /* Since we have no cost model, always version loops if vectorization
> > +     is enabled.  Either version this loop, or if the pattern is right
> > +     for outer-loop vectorization, version the outer loop.  In the
> > +     latter case we will still if-convert the original inner loop.  */
> > +  /* FIXME: When SLP vectorization can handle if-conversion on its own,
> > +     predicate all of if-conversion on flag_tree_loop_vectorize.  */
> > +  if ((any_pred_load_store || any_complicated_phi || flag_tree_loop_vectorize)
> 
> I'd say given fun->has_force_vectorize_loops this should be
> 
>        if (flag_tree_loop_if_convert != 1
> > +      && !version_loop_for_if_conversion
> > +      (versionable_outer_loop_p (loop_outer (loop))
> > +       ? loop_outer (loop) : loop))
> >      goto cleanup;
> 
> and thus always version if the user didnt' specify -ftree-loop-if-convert
> (-ftree-loop-if-convert-stores is dead, I forgot to remove uses).
> 
> Can you as a first patch (after fixing the minor things above) commit
> the patch w/o changing the condition under which we version
> (but _do_ version the outer loop if possible?).  This should be a strict
> improvement enabling more outer loop vectorization.
> 
> The 2nd patch can then fix the PR and change the condition.
> 
> Thus, ok with the nits fixed and the condition unchanged.
> 
> Can you re-test the 2nd part with my suggested changed predicate?
> 
> Thanks,
> Richard.
> 
> >    /* Now all statements are if-convertible.  Combine all the basic
> >
>
diff mbox

Patch

Index: gcc/testsuite/gfortran.dg/vect/pr77848.f
===================================================================
--- gcc/testsuite/gfortran.dg/vect/pr77848.f	(revision 0)
+++ gcc/testsuite/gfortran.dg/vect/pr77848.f	(working copy)
@@ -0,0 +1,24 @@ 
+! PR 77848: Verify versioning is on when vectorization fails
+! { dg-do compile }
+! { dg-options "-O3 -ffast-math -fdump-tree-ifcvt -fdump-tree-vect-details" }
+
+      subroutine sub(x,a,n,m)
+      implicit none
+      real*8 x(*),a(*),atemp
+      integer i,j,k,m,n
+      real*8 s,t,u,v
+      do j=1,m
+         atemp=0.d0
+         do i=1,n
+            if (abs(a(i)).gt.atemp) then
+               atemp=a(i)
+               k = i
+            end if
+         enddo
+         call dummy(atemp,k)
+      enddo
+      return
+      end
+
+! { dg-final { scan-tree-dump "LOOP_VECTORIZED" "ifcvt" } }
+! { dg-final { scan-tree-dump "vectorized 0 loops in function" "vect" } }
Index: gcc/tree-if-conv.c
===================================================================
--- gcc/tree-if-conv.c	(revision 242412)
+++ gcc/tree-if-conv.c	(working copy)
@@ -2533,6 +2533,7 @@  version_loop_for_if_conversion (struct loop *loop)
   struct loop *new_loop;
   gimple *g;
   gimple_stmt_iterator gsi;
+  unsigned int save_length;
 
   g = gimple_build_call_internal (IFN_LOOP_VECTORIZED, 2,
 				  build_int_cst (integer_type_node, loop->num),
@@ -2540,8 +2541,9 @@  version_loop_for_if_conversion (struct loop *loop)
   gimple_call_set_lhs (g, cond);
 
   /* Save BB->aux around loop_version as that uses the same field.  */
-  void **saved_preds = XALLOCAVEC (void *, loop->num_nodes);
-  for (unsigned i = 0; i < loop->num_nodes; i++)
+  save_length = loop->inner ? loop->inner->num_nodes : loop->num_nodes;
+  void **saved_preds = XALLOCAVEC (void *, save_length);
+  for (unsigned i = 0; i < save_length; i++)
     saved_preds[i] = ifc_bbs[i]->aux;
 
   initialize_original_copy_tables ();
@@ -2550,7 +2552,7 @@  version_loop_for_if_conversion (struct loop *loop)
 			   REG_BR_PROB_BASE, true);
   free_original_copy_tables ();
 
-  for (unsigned i = 0; i < loop->num_nodes; i++)
+  for (unsigned i = 0; i < save_length; i++)
     ifc_bbs[i]->aux = saved_preds[i];
 
   if (new_loop == NULL)
@@ -2565,6 +2567,40 @@  version_loop_for_if_conversion (struct loop *loop)
   return true;
 }
 
+/* Return true when LOOP satisfies the follow conditions that will
+   allow it to be recognized by the vectorizer for outer-loop
+   vectorization:
+    - The loop has exactly one inner loop.
+    - The loop has a single exit.
+    - The loop header has a single successor, which is the inner
+      loop header.
+    - The loop exit block has a single predecessor, which is the
+      inner loop's exit block.  */
+
+static bool
+versionable_outer_loop_p (struct loop *loop)
+{
+  if (!loop->inner
+      || loop->inner->next
+      || !single_exit (loop)
+      || !single_succ_p (loop->header)
+      || single_succ (loop->header) != loop->inner->header)
+    return false;
+  
+  gcc_assert (single_pred_p (loop->latch));
+  basic_block outer_exit = single_pred (loop->latch);
+  gcc_assert (single_pred_p (loop->inner->latch));
+  basic_block inner_exit = single_pred (loop->inner->latch);
+
+  if (!single_pred_p (outer_exit) || single_pred (outer_exit) != inner_exit)
+    return false;
+
+  if (dump_file)
+    fprintf (dump_file, "Found versionable outer loop\n");
+
+  return true;
+}
+
 /* Performs splitting of critical edges.  Skip splitting and return false
    if LOOP will not be converted because:
 
@@ -2767,8 +2803,16 @@  tree_if_conversion (struct loop *loop)
 	  || loop->dont_vectorize))
     goto cleanup;
 
-  if ((any_pred_load_store || any_complicated_phi)
-      && !version_loop_for_if_conversion (loop))
+  /* Since we have no cost model, always version loops if vectorization
+     is enabled.  Either version this loop, or if the pattern is right
+     for outer-loop vectorization, version the outer loop.  In the
+     latter case we will still if-convert the original inner loop.  */
+  /* FIXME: When SLP vectorization can handle if-conversion on its own,
+     predicate all of if-conversion on flag_tree_loop_vectorize.  */
+  if ((any_pred_load_store || any_complicated_phi || flag_tree_loop_vectorize)
+      && !version_loop_for_if_conversion
+      (versionable_outer_loop_p (loop_outer (loop))
+       ? loop_outer (loop) : loop))
     goto cleanup;
 
   /* Now all statements are if-convertible.  Combine all the basic