path: root/gcc/tree-vect-patterns.c

/* Analysis Utilities for Loop Vectorization.
   Copyright (C) 2006-2017 Free Software Foundation, Inc.
   Contributed by Dorit Nuzman <dorit@il.ibm.com>

This file is part of GCC.

GCC is free software; you can redistribute it and/or modify it under
the terms of the GNU General Public License as published by the Free
Software Foundation; either version 3, or (at your option) any later
version.

GCC is distributed in the hope that it will be useful, but WITHOUT ANY
WARRANTY; without even the implied warranty of MERCHANTABILITY or
FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
for more details.

You should have received a copy of the GNU General Public License
along with GCC; see the file COPYING3.  If not see
<http://www.gnu.org/licenses/>.  */

#include "config.h"
#include "system.h"
#include "coretypes.h"
#include "backend.h"
#include "rtl.h"
#include "tree.h"
#include "gimple.h"
#include "ssa.h"
#include "expmed.h"
#include "optabs-tree.h"
#include "insn-config.h"
#include "recog.h"		/* FIXME: for insn_data */
#include "fold-const.h"
#include "stor-layout.h"
#include "tree-eh.h"
#include "gimplify.h"
#include "gimple-iterator.h"
#include "cfgloop.h"
#include "tree-vectorizer.h"
#include "dumpfile.h"
#include "builtins.h"
#include "internal-fn.h"
#include "case-cfn-macros.h"

/* Pattern recognition functions  */
static gimple *vect_recog_widen_sum_pattern (vec<gimple *> *, tree *,
					    tree *);
static gimple *vect_recog_widen_mult_pattern (vec<gimple *> *, tree *,
					     tree *);
static gimple *vect_recog_dot_prod_pattern (vec<gimple *> *, tree *,
					   tree *);
static gimple *vect_recog_sad_pattern (vec<gimple *> *, tree *,
				      tree *);
static gimple *vect_recog_pow_pattern (vec<gimple *> *, tree *, tree *);
static gimple *vect_recog_over_widening_pattern (vec<gimple *> *, tree *,
                                                 tree *);
static gimple *vect_recog_widen_shift_pattern (vec<gimple *> *,
	                                tree *, tree *);
static gimple *vect_recog_rotate_pattern (vec<gimple *> *, tree *, tree *);
static gimple *vect_recog_vector_vector_shift_pattern (vec<gimple *> *,
						      tree *, tree *);
static gimple *vect_recog_divmod_pattern (vec<gimple *> *,
					 tree *, tree *);

static gimple *vect_recog_mult_pattern (vec<gimple *> *,
				       tree *, tree *);

static gimple *vect_recog_mixed_size_cond_pattern (vec<gimple *> *,
						  tree *, tree *);
static gimple *vect_recog_bool_pattern (vec<gimple *> *, tree *, tree *);
static gimple *vect_recog_mask_conversion_pattern (vec<gimple *> *, tree *, tree *);

struct vect_recog_func
{
  vect_recog_func_ptr fn;
  const char *name;
};

/* Note that ordering matters - the first pattern matching on a stmt
   is taken which means usually the more complex one needs to preceed
   the less comples onex (widen_sum only after dot_prod or sad for example).  */
static vect_recog_func vect_vect_recog_func_ptrs[NUM_PATTERNS] = {
      { vect_recog_widen_mult_pattern, "widen_mult" },
      { vect_recog_dot_prod_pattern, "dot_prod" },
      { vect_recog_sad_pattern, "sad" },
      { vect_recog_widen_sum_pattern, "widen_sum" },
      { vect_recog_pow_pattern, "pow" },
      { vect_recog_widen_shift_pattern, "widen_shift" },
      { vect_recog_over_widening_pattern, "over_widening" },
      { vect_recog_rotate_pattern, "rotate" },
      { vect_recog_vector_vector_shift_pattern, "vector_vector_shift" },
      {	vect_recog_divmod_pattern, "divmod" },
      {	vect_recog_mult_pattern, "mult" },
      {	vect_recog_mixed_size_cond_pattern, "mixed_size_cond" },
      {	vect_recog_bool_pattern, "bool" },
      {	vect_recog_mask_conversion_pattern, "mask_conversion" }
};

static inline void
append_pattern_def_seq (stmt_vec_info stmt_info, gimple *stmt)
{
  gimple_seq_add_stmt_without_update (&STMT_VINFO_PATTERN_DEF_SEQ (stmt_info),
				      stmt);
}

static inline void
new_pattern_def_seq (stmt_vec_info stmt_info, gimple *stmt)
{
  STMT_VINFO_PATTERN_DEF_SEQ (stmt_info) = NULL;
  append_pattern_def_seq (stmt_info, stmt);
}

/* Check whether STMT2 is in the same loop or basic block as STMT1.
   Which of the two applies depends on whether we're currently doing
   loop-based or basic-block-based vectorization, as determined by
   the vinfo_for_stmt for STMT1 (which must be defined).

   If this returns true, vinfo_for_stmt for STMT2 is guaranteed
   to be defined as well.  */

static bool
vect_same_loop_or_bb_p (gimple *stmt1, gimple *stmt2)
{
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt1);
  return vect_stmt_in_region_p (stmt_vinfo->vinfo, stmt2);
}

/* If the LHS of DEF_STMT has a single use, and that statement is
   in the same loop or basic block, return it.  */

static gimple *
vect_single_imm_use (gimple *def_stmt)
{
  tree lhs = gimple_assign_lhs (def_stmt);
  use_operand_p use_p;
  gimple *use_stmt;

  if (!single_imm_use (lhs, &use_p, &use_stmt))
    return NULL;

  if (!vect_same_loop_or_bb_p (def_stmt, use_stmt))
    return NULL;

  return use_stmt;
}

/* Check whether NAME, an ssa-name used in USE_STMT,
   is a result of a type promotion, such that:
     DEF_STMT: NAME = NOP (name0)
   If CHECK_SIGN is TRUE, check that either both types are signed or both are
   unsigned.  */

static bool
type_conversion_p (tree name, gimple *use_stmt, bool check_sign,
		   tree *orig_type, gimple **def_stmt, bool *promotion)
{
  gimple *dummy_gimple;
  stmt_vec_info stmt_vinfo;
  tree type = TREE_TYPE (name);
  tree oprnd0;
  enum vect_def_type dt;

  stmt_vinfo = vinfo_for_stmt (use_stmt);
  if (!vect_is_simple_use (name, stmt_vinfo->vinfo, def_stmt, &dt))
    return false;

  if (dt != vect_internal_def
      && dt != vect_external_def && dt != vect_constant_def)
    return false;

  if (!*def_stmt)
    return false;

  if (dt == vect_internal_def)
    {
      stmt_vec_info def_vinfo = vinfo_for_stmt (*def_stmt);
      if (STMT_VINFO_IN_PATTERN_P (def_vinfo))
	return false;
    }

  if (!is_gimple_assign (*def_stmt))
    return false;

  if (!CONVERT_EXPR_CODE_P (gimple_assign_rhs_code (*def_stmt)))
    return false;

  oprnd0 = gimple_assign_rhs1 (*def_stmt);

  *orig_type = TREE_TYPE (oprnd0);
  if (!INTEGRAL_TYPE_P (type) || !INTEGRAL_TYPE_P (*orig_type)
      || ((TYPE_UNSIGNED (type) != TYPE_UNSIGNED (*orig_type)) && check_sign))
    return false;

  if (TYPE_PRECISION (type) >= (TYPE_PRECISION (*orig_type) * 2))
    *promotion = true;
  else
    *promotion = false;

  if (!vect_is_simple_use (oprnd0, stmt_vinfo->vinfo, &dummy_gimple, &dt))
    return false;

  return true;
}

/* Helper to return a new temporary for pattern of TYPE for STMT.  If STMT
   is NULL, the caller must set SSA_NAME_DEF_STMT for the returned SSA var. */

static tree
vect_recog_temp_ssa_var (tree type, gimple *stmt)
{
  return make_temp_ssa_name (type, stmt, "patt");
}

/* Function vect_recog_dot_prod_pattern

   Try to find the following pattern:

     type x_t, y_t;
     TYPE1 prod;
     TYPE2 sum = init;
   loop:
     sum_0 = phi <init, sum_1>
     S1  x_t = ...
     S2  y_t = ...
     S3  x_T = (TYPE1) x_t;
     S4  y_T = (TYPE1) y_t;
     S5  prod = x_T * y_T;
     [S6  prod = (TYPE2) prod;  #optional]
     S7  sum_1 = prod + sum_0;

   where 'TYPE1' is exactly double the size of type 'type', and 'TYPE2' is the
   same size of 'TYPE1' or bigger. This is a special case of a reduction
   computation.

   Input:

   * STMTS: Contains a stmt from which the pattern search begins.  In the
   example, when this function is called with S7, the pattern {S3,S4,S5,S6,S7}
   will be detected.

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output  of this pattern.

   * Return value: A new stmt that will be used to replace the sequence of
   stmts that constitute the pattern. In this case it will be:
        WIDEN_DOT_PRODUCT <x_t, y_t, sum_0>

   Note: The dot-prod idiom is a widening reduction pattern that is
         vectorized without preserving all the intermediate results. It
         produces only N/2 (widened) results (by summing up pairs of
         intermediate results) rather than all N results.  Therefore, we
         cannot allow this pattern when we want to get all the results and in
         the correct order (as is the case when this computation is in an
         inner-loop nested in an outer-loop that us being vectorized).  */

static gimple *
vect_recog_dot_prod_pattern (vec<gimple *> *stmts, tree *type_in,
			     tree *type_out)
{
  gimple *stmt, *last_stmt = (*stmts)[0];
  tree oprnd0, oprnd1;
  tree oprnd00, oprnd01;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  tree type, half_type;
  gimple *pattern_stmt;
  tree prod_type;
  loop_vec_info loop_info = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
  struct loop *loop;
  tree var;
  bool promotion;

  if (!loop_info)
    return NULL;

  loop = LOOP_VINFO_LOOP (loop_info);

  /* We don't allow changing the order of the computation in the inner-loop
     when doing outer-loop vectorization.  */
  if (loop && nested_in_vect_loop_p (loop, last_stmt))
    return NULL;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  type = gimple_expr_type (last_stmt);

  /* Look for the following pattern
          DX = (TYPE1) X;
          DY = (TYPE1) Y;
          DPROD = DX * DY;
          DDPROD = (TYPE2) DPROD;
          sum_1 = DDPROD + sum_0;
     In which
     - DX is double the size of X
     - DY is double the size of Y
     - DX, DY, DPROD all have the same type
     - sum is the same size of DPROD or bigger
     - sum has been recognized as a reduction variable.

     This is equivalent to:
       DPROD = X w* Y;          #widen mult
       sum_1 = DPROD w+ sum_0;  #widen summation
     or
       DPROD = X w* Y;          #widen mult
       sum_1 = DPROD + sum_0;   #summation
   */

  /* Starting from LAST_STMT, follow the defs of its uses in search
     of the above pattern.  */

  if (gimple_assign_rhs_code (last_stmt) != PLUS_EXPR)
    return NULL;

  if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
    {
      /* Has been detected as widening-summation?  */

      stmt = STMT_VINFO_RELATED_STMT (stmt_vinfo);
      type = gimple_expr_type (stmt);
      if (gimple_assign_rhs_code (stmt) != WIDEN_SUM_EXPR)
        return NULL;
      oprnd0 = gimple_assign_rhs1 (stmt);
      oprnd1 = gimple_assign_rhs2 (stmt);
      half_type = TREE_TYPE (oprnd0);
    }
  else
    {
      gimple *def_stmt;

      if (STMT_VINFO_DEF_TYPE (stmt_vinfo) != vect_reduction_def
	  && ! STMT_VINFO_GROUP_FIRST_ELEMENT (stmt_vinfo))
	return NULL;
      oprnd0 = gimple_assign_rhs1 (last_stmt);
      oprnd1 = gimple_assign_rhs2 (last_stmt);
      if (!types_compatible_p (TREE_TYPE (oprnd0), type)
	  || !types_compatible_p (TREE_TYPE (oprnd1), type))
        return NULL;
      stmt = last_stmt;

      if (type_conversion_p (oprnd0, stmt, true, &half_type, &def_stmt,
			     &promotion)
	  && promotion)
        {
          stmt = def_stmt;
          oprnd0 = gimple_assign_rhs1 (stmt);
        }
      else
        half_type = type;
    }

  /* So far so good.  Since last_stmt was detected as a (summation) reduction,
     we know that oprnd1 is the reduction variable (defined by a loop-header
     phi), and oprnd0 is an ssa-name defined by a stmt in the loop body.
     Left to check that oprnd0 is defined by a (widen_)mult_expr  */
  if (TREE_CODE (oprnd0) != SSA_NAME)
    return NULL;

  prod_type = half_type;
  stmt = SSA_NAME_DEF_STMT (oprnd0);

  /* It could not be the dot_prod pattern if the stmt is outside the loop.  */
  if (!gimple_bb (stmt) || !flow_bb_inside_loop_p (loop, gimple_bb (stmt)))
    return NULL;

  /* FORNOW.  Can continue analyzing the def-use chain when this stmt in a phi
     inside the loop (in case we are analyzing an outer-loop).  */
  if (!is_gimple_assign (stmt))
    return NULL;
  stmt_vinfo = vinfo_for_stmt (stmt);
  gcc_assert (stmt_vinfo);
  if (STMT_VINFO_DEF_TYPE (stmt_vinfo) != vect_internal_def)
    return NULL;
  if (gimple_assign_rhs_code (stmt) != MULT_EXPR)
    return NULL;
  if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
    {
      /* Has been detected as a widening multiplication?  */

      stmt = STMT_VINFO_RELATED_STMT (stmt_vinfo);
      if (gimple_assign_rhs_code (stmt) != WIDEN_MULT_EXPR)
        return NULL;
      stmt_vinfo = vinfo_for_stmt (stmt);
      gcc_assert (stmt_vinfo);
      gcc_assert (STMT_VINFO_DEF_TYPE (stmt_vinfo) == vect_internal_def);
      oprnd00 = gimple_assign_rhs1 (stmt);
      oprnd01 = gimple_assign_rhs2 (stmt);
      STMT_VINFO_PATTERN_DEF_SEQ (vinfo_for_stmt (last_stmt))
	  = STMT_VINFO_PATTERN_DEF_SEQ (stmt_vinfo);
    }
  else
    {
      tree half_type0, half_type1;
      gimple *def_stmt;
      tree oprnd0, oprnd1;

      oprnd0 = gimple_assign_rhs1 (stmt);
      oprnd1 = gimple_assign_rhs2 (stmt);
      if (!types_compatible_p (TREE_TYPE (oprnd0), prod_type)
          || !types_compatible_p (TREE_TYPE (oprnd1), prod_type))
        return NULL;
      if (!type_conversion_p (oprnd0, stmt, true, &half_type0, &def_stmt,
			      &promotion)
	  || !promotion)
        return NULL;
      oprnd00 = gimple_assign_rhs1 (def_stmt);
      if (!type_conversion_p (oprnd1, stmt, true, &half_type1, &def_stmt,
			      &promotion)
	  || !promotion)
        return NULL;
      oprnd01 = gimple_assign_rhs1 (def_stmt);
      if (!types_compatible_p (half_type0, half_type1))
        return NULL;
      if (TYPE_PRECISION (prod_type) != TYPE_PRECISION (half_type0) * 2)
	return NULL;
    }

  half_type = TREE_TYPE (oprnd00);
  *type_in = half_type;
  *type_out = type;

  /* Pattern detected. Create a stmt to be used to replace the pattern: */
  var = vect_recog_temp_ssa_var (type, NULL);
  pattern_stmt = gimple_build_assign (var, DOT_PROD_EXPR,
				      oprnd00, oprnd01, oprnd1);

  if (dump_enabled_p ())
    {
      dump_printf_loc (MSG_NOTE, vect_location,
                       "vect_recog_dot_prod_pattern: detected: ");
      dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
    }

  return pattern_stmt;
}


/* Function vect_recog_sad_pattern

   Try to find the following Sum of Absolute Difference (SAD) pattern:

     type x_t, y_t;
     signed TYPE1 diff, abs_diff;
     TYPE2 sum = init;
   loop:
     sum_0 = phi <init, sum_1>
     S1  x_t = ...
     S2  y_t = ...
     S3  x_T = (TYPE1) x_t;
     S4  y_T = (TYPE1) y_t;
     S5  diff = x_T - y_T;
     S6  abs_diff = ABS_EXPR <diff>;
     [S7  abs_diff = (TYPE2) abs_diff;  #optional]
     S8  sum_1 = abs_diff + sum_0;

   where 'TYPE1' is at least double the size of type 'type', and 'TYPE2' is the
   same size of 'TYPE1' or bigger. This is a special case of a reduction
   computation.

   Input:

   * STMTS: Contains a stmt from which the pattern search begins.  In the
   example, when this function is called with S8, the pattern
   {S3,S4,S5,S6,S7,S8} will be detected.

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output of this pattern.

   * Return value: A new stmt that will be used to replace the sequence of
   stmts that constitute the pattern. In this case it will be:
        SAD_EXPR <x_t, y_t, sum_0>
  */

static gimple *
vect_recog_sad_pattern (vec<gimple *> *stmts, tree *type_in,
			     tree *type_out)
{
  gimple *last_stmt = (*stmts)[0];
  tree sad_oprnd0, sad_oprnd1;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  tree half_type;
  loop_vec_info loop_info = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
  struct loop *loop;
  bool promotion;

  if (!loop_info)
    return NULL;

  loop = LOOP_VINFO_LOOP (loop_info);

  /* We don't allow changing the order of the computation in the inner-loop
     when doing outer-loop vectorization.  */
  if (loop && nested_in_vect_loop_p (loop, last_stmt))
    return NULL;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  tree sum_type = gimple_expr_type (last_stmt);

  /* Look for the following pattern
          DX = (TYPE1) X;
          DY = (TYPE1) Y;
          DDIFF = DX - DY;
          DAD = ABS_EXPR <DDIFF>;
          DDPROD = (TYPE2) DPROD;
          sum_1 = DAD + sum_0;
     In which
     - DX is at least double the size of X
     - DY is at least double the size of Y
     - DX, DY, DDIFF, DAD all have the same type
     - sum is the same size of DAD or bigger
     - sum has been recognized as a reduction variable.

     This is equivalent to:
       DDIFF = X w- Y;          #widen sub
       DAD = ABS_EXPR <DDIFF>;
       sum_1 = DAD w+ sum_0;    #widen summation
     or
       DDIFF = X w- Y;          #widen sub
       DAD = ABS_EXPR <DDIFF>;
       sum_1 = DAD + sum_0;     #summation
   */

  /* Starting from LAST_STMT, follow the defs of its uses in search
     of the above pattern.  */

  if (gimple_assign_rhs_code (last_stmt) != PLUS_EXPR)
    return NULL;

  tree plus_oprnd0, plus_oprnd1;

  if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
    {
      /* Has been detected as widening-summation?  */

      gimple *stmt = STMT_VINFO_RELATED_STMT (stmt_vinfo);
      sum_type = gimple_expr_type (stmt);
      if (gimple_assign_rhs_code (stmt) != WIDEN_SUM_EXPR)
        return NULL;
      plus_oprnd0 = gimple_assign_rhs1 (stmt);
      plus_oprnd1 = gimple_assign_rhs2 (stmt);
      half_type = TREE_TYPE (plus_oprnd0);
    }
  else
    {
      gimple *def_stmt;

      if (STMT_VINFO_DEF_TYPE (stmt_vinfo) != vect_reduction_def
	  && ! STMT_VINFO_GROUP_FIRST_ELEMENT (stmt_vinfo))
	return NULL;
      plus_oprnd0 = gimple_assign_rhs1 (last_stmt);
      plus_oprnd1 = gimple_assign_rhs2 (last_stmt);
      if (!types_compatible_p (TREE_TYPE (plus_oprnd0), sum_type)
	  || !types_compatible_p (TREE_TYPE (plus_oprnd1), sum_type))
        return NULL;

      /* The type conversion could be promotion, demotion,
         or just signed -> unsigned.  */
      if (type_conversion_p (plus_oprnd0, last_stmt, false,
                             &half_type, &def_stmt, &promotion))
        plus_oprnd0 = gimple_assign_rhs1 (def_stmt);
      else
        half_type = sum_type;
    }

  /* So far so good.  Since last_stmt was detected as a (summation) reduction,
     we know that plus_oprnd1 is the reduction variable (defined by a loop-header
     phi), and plus_oprnd0 is an ssa-name defined by a stmt in the loop body.
     Then check that plus_oprnd0 is defined by an abs_expr.  */

  if (TREE_CODE (plus_oprnd0) != SSA_NAME)
    return NULL;

  tree abs_type = half_type;
  gimple *abs_stmt = SSA_NAME_DEF_STMT (plus_oprnd0);

  /* It could not be the sad pattern if the abs_stmt is outside the loop.  */
  if (!gimple_bb (abs_stmt) || !flow_bb_inside_loop_p (loop, gimple_bb (abs_stmt)))
    return NULL;

  /* FORNOW.  Can continue analyzing the def-use chain when this stmt in a phi
     inside the loop (in case we are analyzing an outer-loop).  */
  if (!is_gimple_assign (abs_stmt))
    return NULL;

  stmt_vec_info abs_stmt_vinfo = vinfo_for_stmt (abs_stmt);
  gcc_assert (abs_stmt_vinfo);
  if (STMT_VINFO_DEF_TYPE (abs_stmt_vinfo) != vect_internal_def)
    return NULL;
  if (gimple_assign_rhs_code (abs_stmt) != ABS_EXPR)
    return NULL;

  tree abs_oprnd = gimple_assign_rhs1 (abs_stmt);
  if (!types_compatible_p (TREE_TYPE (abs_oprnd), abs_type))
    return NULL;
  if (TYPE_UNSIGNED (abs_type))
    return NULL;

  /* We then detect if the operand of abs_expr is defined by a minus_expr.  */

  if (TREE_CODE (abs_oprnd) != SSA_NAME)
    return NULL;

  gimple *diff_stmt = SSA_NAME_DEF_STMT (abs_oprnd);

  /* It could not be the sad pattern if the diff_stmt is outside the loop.  */
  if (!gimple_bb (diff_stmt)
      || !flow_bb_inside_loop_p (loop, gimple_bb (diff_stmt)))
    return NULL;

  /* FORNOW.  Can continue analyzing the def-use chain when this stmt in a phi
     inside the loop (in case we are analyzing an outer-loop).  */
  if (!is_gimple_assign (diff_stmt))
    return NULL;

  stmt_vec_info diff_stmt_vinfo = vinfo_for_stmt (diff_stmt);
  gcc_assert (diff_stmt_vinfo);
  if (STMT_VINFO_DEF_TYPE (diff_stmt_vinfo) != vect_internal_def)
    return NULL;
  if (gimple_assign_rhs_code (diff_stmt) != MINUS_EXPR)
    return NULL;

  tree half_type0, half_type1;
  gimple *def_stmt;

  tree minus_oprnd0 = gimple_assign_rhs1 (diff_stmt);
  tree minus_oprnd1 = gimple_assign_rhs2 (diff_stmt);

  if (!types_compatible_p (TREE_TYPE (minus_oprnd0), abs_type)
      || !types_compatible_p (TREE_TYPE (minus_oprnd1), abs_type))
    return NULL;
  if (!type_conversion_p (minus_oprnd0, diff_stmt, false,
                          &half_type0, &def_stmt, &promotion)
      || !promotion)
    return NULL;
  sad_oprnd0 = gimple_assign_rhs1 (def_stmt);

  if (!type_conversion_p (minus_oprnd1, diff_stmt, false,
                          &half_type1, &def_stmt, &promotion)
      || !promotion)
    return NULL;
  sad_oprnd1 = gimple_assign_rhs1 (def_stmt);

  if (!types_compatible_p (half_type0, half_type1))
    return NULL;
  if (TYPE_PRECISION (abs_type) < TYPE_PRECISION (half_type0) * 2
      || TYPE_PRECISION (sum_type) < TYPE_PRECISION (half_type0) * 2)
    return NULL;

  *type_in = TREE_TYPE (sad_oprnd0);
  *type_out = sum_type;

  /* Pattern detected. Create a stmt to be used to replace the pattern: */
  tree var = vect_recog_temp_ssa_var (sum_type, NULL);
  gimple *pattern_stmt = gimple_build_assign (var, SAD_EXPR, sad_oprnd0,
					      sad_oprnd1, plus_oprnd1);

  if (dump_enabled_p ())
    {
      dump_printf_loc (MSG_NOTE, vect_location,
                       "vect_recog_sad_pattern: detected: ");
      dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
    }

  return pattern_stmt;
}


/* Handle widening operation by a constant.  At the moment we support MULT_EXPR
   and LSHIFT_EXPR.

   For MULT_EXPR we check that CONST_OPRND fits HALF_TYPE, and for LSHIFT_EXPR
   we check that CONST_OPRND is less or equal to the size of HALF_TYPE.

   Otherwise, if the type of the result (TYPE) is at least 4 times bigger than
   HALF_TYPE, and there is an intermediate type (2 times smaller than TYPE)
   that satisfies the above restrictions,  we can perform a widening opeartion
   from the intermediate type to TYPE and replace a_T = (TYPE) a_t;
   with a_it = (interm_type) a_t;  Store such operation in *WSTMT.  */

static bool
vect_handle_widen_op_by_const (gimple *stmt, enum tree_code code,
		               tree const_oprnd, tree *oprnd,
			       gimple **wstmt, tree type,
			       tree *half_type, gimple *def_stmt)
{
  tree new_type, new_oprnd;

  if (code != MULT_EXPR && code != LSHIFT_EXPR)
    return false;

  if (((code == MULT_EXPR && int_fits_type_p (const_oprnd, *half_type))
        || (code == LSHIFT_EXPR
            && compare_tree_int (const_oprnd, TYPE_PRECISION (*half_type))
	    	!= 1))
      && TYPE_PRECISION (type) == (TYPE_PRECISION (*half_type) * 2))
    {
      /* CONST_OPRND is a constant of HALF_TYPE.  */
      *oprnd = gimple_assign_rhs1 (def_stmt);
      return true;
    }

  if (TYPE_PRECISION (type) < (TYPE_PRECISION (*half_type) * 4))
    return false;

  if (!vect_same_loop_or_bb_p (stmt, def_stmt))
    return false;

  /* TYPE is 4 times bigger than HALF_TYPE, try widening operation for
     a type 2 times bigger than HALF_TYPE.  */
  new_type = build_nonstandard_integer_type (TYPE_PRECISION (type) / 2,
                                             TYPE_UNSIGNED (type));
  if ((code == MULT_EXPR && !int_fits_type_p (const_oprnd, new_type))
      || (code == LSHIFT_EXPR
          && compare_tree_int (const_oprnd, TYPE_PRECISION (new_type)) == 1))
    return false;

  /* Use NEW_TYPE for widening operation and create a_T = (NEW_TYPE) a_t;  */
  *oprnd = gimple_assign_rhs1 (def_stmt);
  new_oprnd = make_ssa_name (new_type);
  *wstmt = gimple_build_assign (new_oprnd, NOP_EXPR, *oprnd);
  *oprnd = new_oprnd;

  *half_type = new_type;
  return true;
}


/* Function vect_recog_widen_mult_pattern

   Try to find the following pattern:

     type1 a_t;
     type2 b_t;
     TYPE a_T, b_T, prod_T;

     S1  a_t = ;
     S2  b_t = ;
     S3  a_T = (TYPE) a_t;
     S4  b_T = (TYPE) b_t;
     S5  prod_T = a_T * b_T;

   where type 'TYPE' is at least double the size of type 'type1' and 'type2'.

   Also detect unsigned cases:

     unsigned type1 a_t;
     unsigned type2 b_t;
     unsigned TYPE u_prod_T;
     TYPE a_T, b_T, prod_T;

     S1  a_t = ;
     S2  b_t = ;
     S3  a_T = (TYPE) a_t;
     S4  b_T = (TYPE) b_t;
     S5  prod_T = a_T * b_T;
     S6  u_prod_T = (unsigned TYPE) prod_T;

   and multiplication by constants:

     type a_t;
     TYPE a_T, prod_T;

     S1  a_t = ;
     S3  a_T = (TYPE) a_t;
     S5  prod_T = a_T * CONST;

   A special case of multiplication by constants is when 'TYPE' is 4 times
   bigger than 'type', but CONST fits an intermediate type 2 times smaller
   than 'TYPE'.  In that case we create an additional pattern stmt for S3
   to create a variable of the intermediate type, and perform widen-mult
   on the intermediate type as well:

     type a_t;
     interm_type a_it;
     TYPE a_T, prod_T,  prod_T';

     S1  a_t = ;
     S3  a_T = (TYPE) a_t;
           '--> a_it = (interm_type) a_t;
     S5  prod_T = a_T * CONST;
           '--> prod_T' = a_it w* CONST;

   Input/Output:

   * STMTS: Contains a stmt from which the pattern search begins.  In the
   example, when this function is called with S5, the pattern {S3,S4,S5,(S6)}
   is detected.  In case of unsigned widen-mult, the original stmt (S5) is
   replaced with S6 in STMTS.  In case of multiplication by a constant
   of an intermediate type (the last case above), STMTS also contains S3
   (inserted before S5).

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output of this pattern.

   * Return value: A new stmt that will be used to replace the sequence of
   stmts that constitute the pattern.  In this case it will be:
        WIDEN_MULT <a_t, b_t>
   If the result of WIDEN_MULT needs to be converted to a larger type, the
   returned stmt will be this type conversion stmt.
*/

static gimple *
vect_recog_widen_mult_pattern (vec<gimple *> *stmts,
                               tree *type_in, tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  gimple *def_stmt0, *def_stmt1;
  tree oprnd0, oprnd1;
  tree type, half_type0, half_type1;
  gimple *new_stmt = NULL, *pattern_stmt = NULL;
  tree vectype, vecitype;
  tree var;
  enum tree_code dummy_code;
  int dummy_int;
  vec<tree> dummy_vec;
  bool op1_ok;
  bool promotion;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  type = gimple_expr_type (last_stmt);

  /* Starting from LAST_STMT, follow the defs of its uses in search
     of the above pattern.  */

  if (gimple_assign_rhs_code (last_stmt) != MULT_EXPR)
    return NULL;

  oprnd0 = gimple_assign_rhs1 (last_stmt);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  if (!types_compatible_p (TREE_TYPE (oprnd0), type)
      || !types_compatible_p (TREE_TYPE (oprnd1), type))
    return NULL;

  /* Check argument 0.  */
  if (!type_conversion_p (oprnd0, last_stmt, false, &half_type0, &def_stmt0,
                         &promotion)
      || !promotion)
     return NULL;
  /* Check argument 1.  */
  op1_ok = type_conversion_p (oprnd1, last_stmt, false, &half_type1,
                              &def_stmt1, &promotion);

  if (op1_ok && promotion)
    {
      oprnd0 = gimple_assign_rhs1 (def_stmt0);
      oprnd1 = gimple_assign_rhs1 (def_stmt1);
    }	       
  else
    {
      if (TREE_CODE (oprnd1) == INTEGER_CST
          && TREE_CODE (half_type0) == INTEGER_TYPE
          && vect_handle_widen_op_by_const (last_stmt, MULT_EXPR, oprnd1,
		                            &oprnd0, &new_stmt, type,
					    &half_type0, def_stmt0))
	{
	  half_type1 = half_type0;
	  oprnd1 = fold_convert (half_type1, oprnd1);
	}
      else
        return NULL;
    }

  /* If the two arguments have different sizes, convert the one with
     the smaller type into the larger type.  */
  if (TYPE_PRECISION (half_type0) != TYPE_PRECISION (half_type1))
    {
      /* If we already used up the single-stmt slot give up.  */
      if (new_stmt)
	return NULL;

      tree* oprnd = NULL;
      gimple *def_stmt = NULL;

      if (TYPE_PRECISION (half_type0) < TYPE_PRECISION (half_type1))
	{
	  def_stmt = def_stmt0;
	  half_type0 = half_type1;
	  oprnd = &oprnd0;
	}
      else
	{
	  def_stmt = def_stmt1;
	  half_type1 = half_type0;
	  oprnd = &oprnd1;
	}

      tree old_oprnd = gimple_assign_rhs1 (def_stmt);
      tree new_oprnd = make_ssa_name (half_type0);
      new_stmt = gimple_build_assign (new_oprnd, NOP_EXPR, old_oprnd);
      *oprnd = new_oprnd;
    }

  /* Handle unsigned case.  Look for
     S6  u_prod_T = (unsigned TYPE) prod_T;
     Use unsigned TYPE as the type for WIDEN_MULT_EXPR.  */
  if (TYPE_UNSIGNED (type) != TYPE_UNSIGNED (half_type0))
    {
      gimple *use_stmt;
      tree use_lhs;
      tree use_type;

      if (TYPE_UNSIGNED (type) == TYPE_UNSIGNED (half_type1))
        return NULL;

      use_stmt = vect_single_imm_use (last_stmt);
      if (!use_stmt || !is_gimple_assign (use_stmt)
	  || !CONVERT_EXPR_CODE_P (gimple_assign_rhs_code (use_stmt)))
        return NULL;

      use_lhs = gimple_assign_lhs (use_stmt);
      use_type = TREE_TYPE (use_lhs);
      if (!INTEGRAL_TYPE_P (use_type)
          || (TYPE_UNSIGNED (type) == TYPE_UNSIGNED (use_type))
          || (TYPE_PRECISION (type) != TYPE_PRECISION (use_type)))
        return NULL;

      type = use_type;
      last_stmt = use_stmt;
    }

  if (!types_compatible_p (half_type0, half_type1))
    return NULL;

  /* If TYPE is more than twice larger than HALF_TYPE, we use WIDEN_MULT
     to get an intermediate result of type ITYPE.  In this case we need
     to build a statement to convert this intermediate result to type TYPE.  */
  tree itype = type;
  if (TYPE_PRECISION (type) > TYPE_PRECISION (half_type0) * 2)
    itype = build_nonstandard_integer_type
              (GET_MODE_BITSIZE (TYPE_MODE (half_type0)) * 2,
               TYPE_UNSIGNED (type));

  /* Pattern detected.  */
  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
                     "vect_recog_widen_mult_pattern: detected:\n");

  /* Check target support  */
  vectype = get_vectype_for_scalar_type (half_type0);
  vecitype = get_vectype_for_scalar_type (itype);
  if (!vectype
      || !vecitype
      || !supportable_widening_operation (WIDEN_MULT_EXPR, last_stmt,
					  vecitype, vectype,
					  &dummy_code, &dummy_code,
					  &dummy_int, &dummy_vec))
    return NULL;

  *type_in = vectype;
  *type_out = get_vectype_for_scalar_type (type);

  /* Pattern supported. Create a stmt to be used to replace the pattern: */
  var = vect_recog_temp_ssa_var (itype, NULL);
  pattern_stmt = gimple_build_assign (var, WIDEN_MULT_EXPR, oprnd0, oprnd1);

  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  STMT_VINFO_PATTERN_DEF_SEQ (stmt_vinfo) = NULL;

  /* If the original two operands have different sizes, we may need to convert
     the smaller one into the larget type.  If this is the case, at this point
     the new stmt is already built.  */
  if (new_stmt)
    {
      append_pattern_def_seq (stmt_vinfo, new_stmt);
      stmt_vec_info new_stmt_info
        = new_stmt_vec_info (new_stmt, stmt_vinfo->vinfo);
      set_vinfo_for_stmt (new_stmt, new_stmt_info);
      STMT_VINFO_VECTYPE (new_stmt_info) = vectype;
    }

  /* If ITYPE is not TYPE, we need to build a type convertion stmt to convert
     the result of the widen-mult operation into type TYPE.  */
  if (itype != type)
    {
      append_pattern_def_seq (stmt_vinfo, pattern_stmt);
      stmt_vec_info pattern_stmt_info
        = new_stmt_vec_info (pattern_stmt, stmt_vinfo->vinfo);
      set_vinfo_for_stmt (pattern_stmt, pattern_stmt_info);
      STMT_VINFO_VECTYPE (pattern_stmt_info) = vecitype;
      pattern_stmt = gimple_build_assign (vect_recog_temp_ssa_var (type, NULL),
					  NOP_EXPR,
					  gimple_assign_lhs (pattern_stmt));
    }

  if (dump_enabled_p ())
    dump_gimple_stmt_loc (MSG_NOTE, vect_location, TDF_SLIM, pattern_stmt, 0);

  stmts->safe_push (last_stmt);
  return pattern_stmt;
}


/* Function vect_recog_pow_pattern

   Try to find the following pattern:

     x = POW (y, N);

   with POW being one of pow, powf, powi, powif and N being
   either 2 or 0.5.

   Input:

   * LAST_STMT: A stmt from which the pattern search begins.

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output of this pattern.

   * Return value: A new stmt that will be used to replace the sequence of
   stmts that constitute the pattern. In this case it will be:
        x = x * x
   or
	x = sqrt (x)
*/

static gimple *
vect_recog_pow_pattern (vec<gimple *> *stmts, tree *type_in,
			tree *type_out)
{
  gimple *last_stmt = (*stmts)[0];
  tree base, exp = NULL;
  gimple *stmt;
  tree var;

  if (!is_gimple_call (last_stmt) || gimple_call_lhs (last_stmt) == NULL)
    return NULL;

  switch (gimple_call_combined_fn (last_stmt))
    {
    CASE_CFN_POW:
    CASE_CFN_POWI:
      base = gimple_call_arg (last_stmt, 0);
      exp = gimple_call_arg (last_stmt, 1);
      if (TREE_CODE (exp) != REAL_CST
	  && TREE_CODE (exp) != INTEGER_CST)
        return NULL;
      break;

    default:
      return NULL;
    }

  /* We now have a pow or powi builtin function call with a constant
     exponent.  */

  *type_out = NULL_TREE;

  /* Catch squaring.  */
  if ((tree_fits_shwi_p (exp)
       && tree_to_shwi (exp) == 2)
      || (TREE_CODE (exp) == REAL_CST
          && real_equal (&TREE_REAL_CST (exp), &dconst2)))
    {
      *type_in = TREE_TYPE (base);

      var = vect_recog_temp_ssa_var (TREE_TYPE (base), NULL);
      stmt = gimple_build_assign (var, MULT_EXPR, base, base);
      return stmt;
    }

  /* Catch square root.  */
  if (TREE_CODE (exp) == REAL_CST
      && real_equal (&TREE_REAL_CST (exp), &dconsthalf))
    {
      *type_in = get_vectype_for_scalar_type (TREE_TYPE (base));
      if (*type_in
	  && direct_internal_fn_supported_p (IFN_SQRT, *type_in,
					     OPTIMIZE_FOR_SPEED))
	{
	  gcall *stmt = gimple_build_call_internal (IFN_SQRT, 1, base);
	  var = vect_recog_temp_ssa_var (TREE_TYPE (base), stmt);
	  gimple_call_set_lhs (stmt, var);
	  return stmt;
	}
    }

  return NULL;
}


/* Function vect_recog_widen_sum_pattern

   Try to find the following pattern:

     type x_t;
     TYPE x_T, sum = init;
   loop:
     sum_0 = phi <init, sum_1>
     S1  x_t = *p;
     S2  x_T = (TYPE) x_t;
     S3  sum_1 = x_T + sum_0;

   where type 'TYPE' is at least double the size of type 'type', i.e - we're
   summing elements of type 'type' into an accumulator of type 'TYPE'. This is
   a special case of a reduction computation.

   Input:

   * LAST_STMT: A stmt from which the pattern search begins. In the example,
   when this function is called with S3, the pattern {S2,S3} will be detected.

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output of this pattern.

   * Return value: A new stmt that will be used to replace the sequence of
   stmts that constitute the pattern. In this case it will be:
        WIDEN_SUM <x_t, sum_0>

   Note: The widening-sum idiom is a widening reduction pattern that is
	 vectorized without preserving all the intermediate results. It
         produces only N/2 (widened) results (by summing up pairs of
	 intermediate results) rather than all N results.  Therefore, we
	 cannot allow this pattern when we want to get all the results and in
	 the correct order (as is the case when this computation is in an
	 inner-loop nested in an outer-loop that us being vectorized).  */

static gimple *
vect_recog_widen_sum_pattern (vec<gimple *> *stmts, tree *type_in,
			      tree *type_out)
{
  gimple *stmt, *last_stmt = (*stmts)[0];
  tree oprnd0, oprnd1;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  tree type, half_type;
  gimple *pattern_stmt;
  loop_vec_info loop_info = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
  struct loop *loop;
  tree var;
  bool promotion;

  if (!loop_info)
    return NULL;

  loop = LOOP_VINFO_LOOP (loop_info);

  /* We don't allow changing the order of the computation in the inner-loop
     when doing outer-loop vectorization.  */
  if (loop && nested_in_vect_loop_p (loop, last_stmt))
    return NULL;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  type = gimple_expr_type (last_stmt);

  /* Look for the following pattern
          DX = (TYPE) X;
          sum_1 = DX + sum_0;
     In which DX is at least double the size of X, and sum_1 has been
     recognized as a reduction variable.
   */

  /* Starting from LAST_STMT, follow the defs of its uses in search
     of the above pattern.  */

  if (gimple_assign_rhs_code (last_stmt) != PLUS_EXPR)
    return NULL;

  if (STMT_VINFO_DEF_TYPE (stmt_vinfo) != vect_reduction_def
      && ! STMT_VINFO_GROUP_FIRST_ELEMENT (stmt_vinfo))
    return NULL;

  oprnd0 = gimple_assign_rhs1 (last_stmt);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  if (!types_compatible_p (TREE_TYPE (oprnd0), type)
      || !types_compatible_p (TREE_TYPE (oprnd1), type))
    return NULL;

  /* So far so good.  Since last_stmt was detected as a (summation) reduction,
     we know that oprnd1 is the reduction variable (defined by a loop-header
     phi), and oprnd0 is an ssa-name defined by a stmt in the loop body.
     Left to check that oprnd0 is defined by a cast from type 'type' to type
     'TYPE'.  */

  if (!type_conversion_p (oprnd0, last_stmt, true, &half_type, &stmt,
                          &promotion)
      || !promotion)
     return NULL;

  oprnd0 = gimple_assign_rhs1 (stmt);
  *type_in = half_type;
  *type_out = type;

  /* Pattern detected. Create a stmt to be used to replace the pattern: */
  var = vect_recog_temp_ssa_var (type, NULL);
  pattern_stmt = gimple_build_assign (var, WIDEN_SUM_EXPR, oprnd0, oprnd1);

  if (dump_enabled_p ())
    {
      dump_printf_loc (MSG_NOTE, vect_location,
                       "vect_recog_widen_sum_pattern: detected: ");
      dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
    }

  return pattern_stmt;
}


/* Return TRUE if the operation in STMT can be performed on a smaller type.

   Input:
   STMT - a statement to check.
   DEF - we support operations with two operands, one of which is constant.
         The other operand can be defined by a demotion operation, or by a
         previous statement in a sequence of over-promoted operations.  In the
         later case DEF is used to replace that operand.  (It is defined by a
         pattern statement we created for the previous statement in the
         sequence).

   Input/output:
   NEW_TYPE - Output: a smaller type that we are trying to use.  Input: if not
         NULL, it's the type of DEF.
   STMTS - additional pattern statements.  If a pattern statement (type
         conversion) is created in this function, its original statement is
         added to STMTS.

   Output:
   OP0, OP1 - if the operation fits a smaller type, OP0 and OP1 are the new
         operands to use in the new pattern statement for STMT (will be created
         in vect_recog_over_widening_pattern ()).
   NEW_DEF_STMT - in case DEF has to be promoted, we create two pattern
         statements for STMT: the first one is a type promotion and the second
         one is the operation itself.  We return the type promotion statement
	 in NEW_DEF_STMT and further store it in STMT_VINFO_PATTERN_DEF_SEQ of
         the second pattern statement.  */

static bool
vect_operation_fits_smaller_type (gimple *stmt, tree def, tree *new_type,
				  tree *op0, tree *op1, gimple **new_def_stmt,
				  vec<gimple *> *stmts)
{
  enum tree_code code;
  tree const_oprnd, oprnd;
  tree interm_type = NULL_TREE, half_type, new_oprnd, type;
  gimple *def_stmt, *new_stmt;
  bool first = false;
  bool promotion;

  *op0 = NULL_TREE;
  *op1 = NULL_TREE;
  *new_def_stmt = NULL;

  if (!is_gimple_assign (stmt))
    return false;

  code = gimple_assign_rhs_code (stmt);
  if (code != LSHIFT_EXPR && code != RSHIFT_EXPR
      && code != BIT_IOR_EXPR && code != BIT_XOR_EXPR && code != BIT_AND_EXPR)
    return false;

  oprnd = gimple_assign_rhs1 (stmt);
  const_oprnd = gimple_assign_rhs2 (stmt);
  type = gimple_expr_type (stmt);

  if (TREE_CODE (oprnd) != SSA_NAME
      || TREE_CODE (const_oprnd) != INTEGER_CST)
    return false;

  /* If oprnd has other uses besides that in stmt we cannot mark it
     as being part of a pattern only.  */
  if (!has_single_use (oprnd))
    return false;

  /* If we are in the middle of a sequence, we use DEF from a previous
     statement.  Otherwise, OPRND has to be a result of type promotion.  */
  if (*new_type)
    {
      half_type = *new_type;
      oprnd = def;
    }
  else
    {
      first = true;
      if (!type_conversion_p (oprnd, stmt, false, &half_type, &def_stmt,
			      &promotion)
	  || !promotion
	  || !vect_same_loop_or_bb_p (stmt, def_stmt))
        return false;
    }

  /* Can we perform the operation on a smaller type?  */
  switch (code)
    {
      case BIT_IOR_EXPR:
      case BIT_XOR_EXPR:
      case BIT_AND_EXPR:
        if (!int_fits_type_p (const_oprnd, half_type))
          {
            /* HALF_TYPE is not enough.  Try a bigger type if possible.  */
            if (TYPE_PRECISION (type) < (TYPE_PRECISION (half_type) * 4))
              return false;

            interm_type = build_nonstandard_integer_type (
                        TYPE_PRECISION (half_type) * 2, TYPE_UNSIGNED (type));
            if (!int_fits_type_p (const_oprnd, interm_type))
              return false;
          }

        break;

      case LSHIFT_EXPR:
        /* Try intermediate type - HALF_TYPE is not enough for sure.  */
        if (TYPE_PRECISION (type) < (TYPE_PRECISION (half_type) * 4))
          return false;

        /* Check that HALF_TYPE size + shift amount <= INTERM_TYPE size.
          (e.g., if the original value was char, the shift amount is at most 8
           if we want to use short).  */
        if (compare_tree_int (const_oprnd, TYPE_PRECISION (half_type)) == 1)
          return false;

        interm_type = build_nonstandard_integer_type (
                        TYPE_PRECISION (half_type) * 2, TYPE_UNSIGNED (type));

        if (!vect_supportable_shift (code, interm_type))
          return false;

        break;

      case RSHIFT_EXPR:
        if (vect_supportable_shift (code, half_type))
          break;

        /* Try intermediate type - HALF_TYPE is not supported.  */
        if (TYPE_PRECISION (type) < (TYPE_PRECISION (half_type) * 4))
          return false;

        interm_type = build_nonstandard_integer_type (
                        TYPE_PRECISION (half_type) * 2, TYPE_UNSIGNED (type));

        if (!vect_supportable_shift (code, interm_type))
          return false;

        break;

      default:
        gcc_unreachable ();
    }

  /* There are four possible cases:
     1. OPRND is defined by a type promotion (in that case FIRST is TRUE, it's
        the first statement in the sequence)
        a. The original, HALF_TYPE, is not enough - we replace the promotion
           from HALF_TYPE to TYPE with a promotion to INTERM_TYPE.
        b. HALF_TYPE is sufficient, OPRND is set as the RHS of the original
           promotion.
     2. OPRND is defined by a pattern statement we created.
        a. Its type is not sufficient for the operation, we create a new stmt:
           a type conversion for OPRND from HALF_TYPE to INTERM_TYPE.  We store
           this statement in NEW_DEF_STMT, and it is later put in
	   STMT_VINFO_PATTERN_DEF_SEQ of the pattern statement for STMT.
        b. OPRND is good to use in the new statement.  */
  if (first)
    {
      if (interm_type)
        {
          /* Replace the original type conversion HALF_TYPE->TYPE with
             HALF_TYPE->INTERM_TYPE.  */
          if (STMT_VINFO_RELATED_STMT (vinfo_for_stmt (def_stmt)))
            {
              new_stmt = STMT_VINFO_RELATED_STMT (vinfo_for_stmt (def_stmt));
              /* Check if the already created pattern stmt is what we need.  */
              if (!is_gimple_assign (new_stmt)
                  || !CONVERT_EXPR_CODE_P (gimple_assign_rhs_code (new_stmt))
                  || TREE_TYPE (gimple_assign_lhs (new_stmt)) != interm_type)
                return false;

	      stmts->safe_push (def_stmt);
              oprnd = gimple_assign_lhs (new_stmt);
            }
          else
            {
              /* Create NEW_OPRND = (INTERM_TYPE) OPRND.  */
              oprnd = gimple_assign_rhs1 (def_stmt);
	      new_oprnd = make_ssa_name (interm_type);
	      new_stmt = gimple_build_assign (new_oprnd, NOP_EXPR, oprnd);
              STMT_VINFO_RELATED_STMT (vinfo_for_stmt (def_stmt)) = new_stmt;
              stmts->safe_push (def_stmt);
              oprnd = new_oprnd;
            }
        }
      else
        {
          /* Retrieve the operand before the type promotion.  */
          oprnd = gimple_assign_rhs1 (def_stmt);
        }
    }
  else
    {
      if (interm_type)
        {
          /* Create a type conversion HALF_TYPE->INTERM_TYPE.  */
	  new_oprnd = make_ssa_name (interm_type);
	  new_stmt = gimple_build_assign (new_oprnd, NOP_EXPR, oprnd);
          oprnd = new_oprnd;
          *new_def_stmt = new_stmt;
        }

      /* Otherwise, OPRND is already set.  */
    }

  if (interm_type)
    *new_type = interm_type;
  else
    *new_type = half_type;

  *op0 = oprnd;
  *op1 = fold_convert (*new_type, const_oprnd);

  return true;
}


/* Try to find a statement or a sequence of statements that can be performed
   on a smaller type:

     type x_t;
     TYPE x_T, res0_T, res1_T;
   loop:
     S1  x_t = *p;
     S2  x_T = (TYPE) x_t;
     S3  res0_T = op (x_T, C0);
     S4  res1_T = op (res0_T, C1);
     S5  ... = () res1_T;  - type demotion

   where type 'TYPE' is at least double the size of type 'type', C0 and C1 are
   constants.
   Check if S3 and S4 can be done on a smaller type than 'TYPE', it can either
   be 'type' or some intermediate type.  For now, we expect S5 to be a type
   demotion operation.  We also check that S3 and S4 have only one use.  */

static gimple *
vect_recog_over_widening_pattern (vec<gimple *> *stmts,
                                  tree *type_in, tree *type_out)
{
  gimple *stmt = stmts->pop ();
  gimple *pattern_stmt = NULL, *new_def_stmt, *prev_stmt = NULL,
	 *use_stmt = NULL;
  tree op0, op1, vectype = NULL_TREE, use_lhs, use_type;
  tree var = NULL_TREE, new_type = NULL_TREE, new_oprnd;
  bool first;
  tree type = NULL;

  first = true;
  while (1)
    {
      if (!vinfo_for_stmt (stmt)
          || STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (stmt)))
        return NULL;

      new_def_stmt = NULL;
      if (!vect_operation_fits_smaller_type (stmt, var, &new_type,
                                             &op0, &op1, &new_def_stmt,
                                             stmts))
        {
          if (first)
            return NULL;
          else
            break;
        }

      /* STMT can be performed on a smaller type.  Check its uses.  */
      use_stmt = vect_single_imm_use (stmt);
      if (!use_stmt || !is_gimple_assign (use_stmt))
        return NULL;

      /* Create pattern statement for STMT.  */
      vectype = get_vectype_for_scalar_type (new_type);
      if (!vectype)
        return NULL;

      /* We want to collect all the statements for which we create pattern
         statetments, except for the case when the last statement in the
         sequence doesn't have a corresponding pattern statement.  In such
         case we associate the last pattern statement with the last statement
         in the sequence.  Therefore, we only add the original statement to
         the list if we know that it is not the last.  */
      if (prev_stmt)
        stmts->safe_push (prev_stmt);

      var = vect_recog_temp_ssa_var (new_type, NULL);
      pattern_stmt
	= gimple_build_assign (var, gimple_assign_rhs_code (stmt), op0, op1);
      STMT_VINFO_RELATED_STMT (vinfo_for_stmt (stmt)) = pattern_stmt;
      new_pattern_def_seq (vinfo_for_stmt (stmt), new_def_stmt);

      if (dump_enabled_p ())
        {
          dump_printf_loc (MSG_NOTE, vect_location,
                           "created pattern stmt: ");
          dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
        }

      type = gimple_expr_type (stmt);
      prev_stmt = stmt;
      stmt = use_stmt;

      first = false;
    }

  /* We got a sequence.  We expect it to end with a type demotion operation.
     Otherwise, we quit (for now).  There are three possible cases: the
     conversion is to NEW_TYPE (we don't do anything), the conversion is to
     a type bigger than NEW_TYPE and/or the signedness of USE_TYPE and
     NEW_TYPE differs (we create a new conversion statement).  */
  if (CONVERT_EXPR_CODE_P (gimple_assign_rhs_code (use_stmt)))
    {
      use_lhs = gimple_assign_lhs (use_stmt);
      use_type = TREE_TYPE (use_lhs);
      /* Support only type demotion or signedess change.  */
      if (!INTEGRAL_TYPE_P (use_type)
	  || TYPE_PRECISION (type) <= TYPE_PRECISION (use_type))
        return NULL;

      /* Check that NEW_TYPE is not bigger than the conversion result.  */
      if (TYPE_PRECISION (new_type) > TYPE_PRECISION (use_type))
	return NULL;

      if (TYPE_UNSIGNED (new_type) != TYPE_UNSIGNED (use_type)
          || TYPE_PRECISION (new_type) != TYPE_PRECISION (use_type))
        {
          /* Create NEW_TYPE->USE_TYPE conversion.  */
	  new_oprnd = make_ssa_name (use_type);
	  pattern_stmt = gimple_build_assign (new_oprnd, NOP_EXPR, var);
          STMT_VINFO_RELATED_STMT (vinfo_for_stmt (use_stmt)) = pattern_stmt;

          *type_in = get_vectype_for_scalar_type (new_type);
          *type_out = get_vectype_for_scalar_type (use_type);

          /* We created a pattern statement for the last statement in the
             sequence, so we don't need to associate it with the pattern
             statement created for PREV_STMT.  Therefore, we add PREV_STMT
             to the list in order to mark it later in vect_pattern_recog_1.  */
          if (prev_stmt)
            stmts->safe_push (prev_stmt);
        }
      else
        {
          if (prev_stmt)
	    STMT_VINFO_PATTERN_DEF_SEQ (vinfo_for_stmt (use_stmt))
	       = STMT_VINFO_PATTERN_DEF_SEQ (vinfo_for_stmt (prev_stmt));

          *type_in = vectype;
          *type_out = NULL_TREE;
        }

      stmts->safe_push (use_stmt);
    }
  else
    /* TODO: support general case, create a conversion to the correct type.  */
    return NULL;

  /* Pattern detected.  */
  if (dump_enabled_p ())
    {
      dump_printf_loc (MSG_NOTE, vect_location,
                       "vect_recog_over_widening_pattern: detected: ");
      dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
    }

  return pattern_stmt;
}

/* Detect widening shift pattern:

   type a_t;
   TYPE a_T, res_T;

   S1 a_t = ;
   S2 a_T = (TYPE) a_t;
   S3 res_T = a_T << CONST;

  where type 'TYPE' is at least double the size of type 'type'.

  Also detect cases where the shift result is immediately converted
  to another type 'result_type' that is no larger in size than 'TYPE'.
  In those cases we perform a widen-shift that directly results in
  'result_type', to avoid a possible over-widening situation:

  type a_t;
  TYPE a_T, res_T;
  result_type res_result;

  S1 a_t = ;
  S2 a_T = (TYPE) a_t;
  S3 res_T = a_T << CONST;
  S4 res_result = (result_type) res_T;
      '--> res_result' = a_t w<< CONST;

  And a case when 'TYPE' is 4 times bigger than 'type'.  In that case we
  create an additional pattern stmt for S2 to create a variable of an
  intermediate type, and perform widen-shift on the intermediate type:

  type a_t;
  interm_type a_it;
  TYPE a_T, res_T, res_T';

  S1 a_t = ;
  S2 a_T = (TYPE) a_t;
      '--> a_it = (interm_type) a_t;
  S3 res_T = a_T << CONST;
      '--> res_T' = a_it <<* CONST;

  Input/Output:

  * STMTS: Contains a stmt from which the pattern search begins.
    In case of unsigned widen-shift, the original stmt (S3) is replaced with S4
    in STMTS.  When an intermediate type is used and a pattern statement is
    created for S2, we also put S2 here (before S3).

  Output:

  * TYPE_IN: The type of the input arguments to the pattern.

  * TYPE_OUT: The type of the output of this pattern.

  * Return value: A new stmt that will be used to replace the sequence of
    stmts that constitute the pattern.  In this case it will be:
    WIDEN_LSHIFT_EXPR <a_t, CONST>.  */

static gimple *
vect_recog_widen_shift_pattern (vec<gimple *> *stmts,
				tree *type_in, tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  gimple *def_stmt0;
  tree oprnd0, oprnd1;
  tree type, half_type0;
  gimple *pattern_stmt;
  tree vectype, vectype_out = NULL_TREE;
  tree var;
  enum tree_code dummy_code;
  int dummy_int;
  vec<tree>  dummy_vec;
  gimple *use_stmt;
  bool promotion;

  if (!is_gimple_assign (last_stmt) || !vinfo_for_stmt (last_stmt))
    return NULL;

  if (STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (last_stmt)))
    return NULL;

  if (gimple_assign_rhs_code (last_stmt) != LSHIFT_EXPR)
    return NULL;

  oprnd0 = gimple_assign_rhs1 (last_stmt);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  if (TREE_CODE (oprnd0) != SSA_NAME || TREE_CODE (oprnd1) != INTEGER_CST)
    return NULL;

  /* Check operand 0: it has to be defined by a type promotion.  */
  if (!type_conversion_p (oprnd0, last_stmt, false, &half_type0, &def_stmt0,
			  &promotion)
      || !promotion)
     return NULL;

  /* Check operand 1: has to be positive.  We check that it fits the type
     in vect_handle_widen_op_by_const ().  */
  if (tree_int_cst_compare (oprnd1, size_zero_node) <= 0)
    return NULL;

  oprnd0 = gimple_assign_rhs1 (def_stmt0);
  type = gimple_expr_type (last_stmt);

  /* Check for subsequent conversion to another type.  */
  use_stmt = vect_single_imm_use (last_stmt);
  if (use_stmt && is_gimple_assign (use_stmt)
      && CONVERT_EXPR_CODE_P (gimple_assign_rhs_code (use_stmt))
      && !STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (use_stmt)))
    {
      tree use_lhs = gimple_assign_lhs (use_stmt);
      tree use_type = TREE_TYPE (use_lhs);

      if (INTEGRAL_TYPE_P (use_type)
	  && TYPE_PRECISION (use_type) <= TYPE_PRECISION (type))
	{
	  last_stmt = use_stmt;
	  type = use_type;
	}
    }

  /* Check if this a widening operation.  */
  gimple *wstmt = NULL;
  if (!vect_handle_widen_op_by_const (last_stmt, LSHIFT_EXPR, oprnd1,
       				      &oprnd0, &wstmt,
	                              type, &half_type0, def_stmt0))
    return NULL;

  /* Pattern detected.  */
  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
                     "vect_recog_widen_shift_pattern: detected:\n");

  /* Check target support.  */
  vectype = get_vectype_for_scalar_type (half_type0);
  vectype_out = get_vectype_for_scalar_type (type);

  if (!vectype
      || !vectype_out
      || !supportable_widening_operation (WIDEN_LSHIFT_EXPR, last_stmt,
					  vectype_out, vectype,
					  &dummy_code, &dummy_code,
					  &dummy_int, &dummy_vec))
    return NULL;

  *type_in = vectype;
  *type_out = vectype_out;

  /* Pattern supported.  Create a stmt to be used to replace the pattern.  */
  var = vect_recog_temp_ssa_var (type, NULL);
  pattern_stmt =
    gimple_build_assign (var, WIDEN_LSHIFT_EXPR, oprnd0, oprnd1);
  if (wstmt)
    {
      stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
      new_pattern_def_seq (stmt_vinfo, wstmt);
      stmt_vec_info new_stmt_info
	= new_stmt_vec_info (wstmt, stmt_vinfo->vinfo);
      set_vinfo_for_stmt (wstmt, new_stmt_info);
      STMT_VINFO_VECTYPE (new_stmt_info) = vectype;
    }

  if (dump_enabled_p ())
    dump_gimple_stmt_loc (MSG_NOTE, vect_location, TDF_SLIM, pattern_stmt, 0);

  stmts->safe_push (last_stmt);
  return pattern_stmt;
}

/* Detect a rotate pattern wouldn't be otherwise vectorized:

   type a_t, b_t, c_t;

   S0 a_t = b_t r<< c_t;

  Input/Output:

  * STMTS: Contains a stmt from which the pattern search begins,
    i.e. the shift/rotate stmt.  The original stmt (S0) is replaced
    with a sequence:

   S1 d_t = -c_t;
   S2 e_t = d_t & (B - 1);
   S3 f_t = b_t << c_t;
   S4 g_t = b_t >> e_t;
   S0 a_t = f_t | g_t;

    where B is element bitsize of type.

  Output:

  * TYPE_IN: The type of the input arguments to the pattern.

  * TYPE_OUT: The type of the output of this pattern.

  * Return value: A new stmt that will be used to replace the rotate
    S0 stmt.  */

static gimple *
vect_recog_rotate_pattern (vec<gimple *> *stmts, tree *type_in, tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  tree oprnd0, oprnd1, lhs, var, var1, var2, vectype, type, stype, def, def2;
  gimple *pattern_stmt, *def_stmt;
  enum tree_code rhs_code;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  vec_info *vinfo = stmt_vinfo->vinfo;
  enum vect_def_type dt;
  optab optab1, optab2;
  edge ext_def = NULL;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  rhs_code = gimple_assign_rhs_code (last_stmt);
  switch (rhs_code)
    {
    case LROTATE_EXPR:
    case RROTATE_EXPR:
      break;
    default:
      return NULL;
    }

  if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
    return NULL;

  lhs = gimple_assign_lhs (last_stmt);
  oprnd0 = gimple_assign_rhs1 (last_stmt);
  type = TREE_TYPE (oprnd0);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  if (TREE_CODE (oprnd0) != SSA_NAME
      || TYPE_PRECISION (TREE_TYPE (lhs)) != TYPE_PRECISION (type)
      || !INTEGRAL_TYPE_P (type)
      || !TYPE_UNSIGNED (type))
    return NULL;

  if (!vect_is_simple_use (oprnd1, vinfo, &def_stmt, &dt))
    return NULL;

  if (dt != vect_internal_def
      && dt != vect_constant_def
      && dt != vect_external_def)
    return NULL;

  vectype = get_vectype_for_scalar_type (type);
  if (vectype == NULL_TREE)
    return NULL;

  /* If vector/vector or vector/scalar rotate is supported by the target,
     don't do anything here.  */
  optab1 = optab_for_tree_code (rhs_code, vectype, optab_vector);
  if (optab1
      && optab_handler (optab1, TYPE_MODE (vectype)) != CODE_FOR_nothing)
    return NULL;

  if (is_a <bb_vec_info> (vinfo) || dt != vect_internal_def)
    {
      optab2 = optab_for_tree_code (rhs_code, vectype, optab_scalar);
      if (optab2
	  && optab_handler (optab2, TYPE_MODE (vectype)) != CODE_FOR_nothing)
	return NULL;
    }

  /* If vector/vector or vector/scalar shifts aren't supported by the target,
     don't do anything here either.  */
  optab1 = optab_for_tree_code (LSHIFT_EXPR, vectype, optab_vector);
  optab2 = optab_for_tree_code (RSHIFT_EXPR, vectype, optab_vector);
  if (!optab1
      || optab_handler (optab1, TYPE_MODE (vectype)) == CODE_FOR_nothing
      || !optab2
      || optab_handler (optab2, TYPE_MODE (vectype)) == CODE_FOR_nothing)
    {
      if (! is_a <bb_vec_info> (vinfo) && dt == vect_internal_def)
	return NULL;
      optab1 = optab_for_tree_code (LSHIFT_EXPR, vectype, optab_scalar);
      optab2 = optab_for_tree_code (RSHIFT_EXPR, vectype, optab_scalar);
      if (!optab1
	  || optab_handler (optab1, TYPE_MODE (vectype)) == CODE_FOR_nothing
	  || !optab2
	  || optab_handler (optab2, TYPE_MODE (vectype)) == CODE_FOR_nothing)
	return NULL;
    }

  *type_in = vectype;
  *type_out = vectype;
  if (*type_in == NULL_TREE)
    return NULL;

  if (dt == vect_external_def
      && TREE_CODE (oprnd1) == SSA_NAME
      && is_a <loop_vec_info> (vinfo))
    {
      struct loop *loop = as_a <loop_vec_info> (vinfo)->loop;
      ext_def = loop_preheader_edge (loop);
      if (!SSA_NAME_IS_DEFAULT_DEF (oprnd1))
	{
	  basic_block bb = gimple_bb (SSA_NAME_DEF_STMT (oprnd1));
	  if (bb == NULL
	      || !dominated_by_p (CDI_DOMINATORS, ext_def->dest, bb))
	    ext_def = NULL;
	}
    }

  def = NULL_TREE;
  if (TREE_CODE (oprnd1) == INTEGER_CST
      || TYPE_MODE (TREE_TYPE (oprnd1)) == TYPE_MODE (type))
    def = oprnd1;
  else if (def_stmt && gimple_assign_cast_p (def_stmt))
    {
      tree rhs1 = gimple_assign_rhs1 (def_stmt);
      if (TYPE_MODE (TREE_TYPE (rhs1)) == TYPE_MODE (type)
	  && TYPE_PRECISION (TREE_TYPE (rhs1))
	     == TYPE_PRECISION (type))
	def = rhs1;
    }

  STMT_VINFO_PATTERN_DEF_SEQ (stmt_vinfo) = NULL;
  if (def == NULL_TREE)
    {
      def = vect_recog_temp_ssa_var (type, NULL);
      def_stmt = gimple_build_assign (def, NOP_EXPR, oprnd1);
      if (ext_def)
	{
	  basic_block new_bb
	    = gsi_insert_on_edge_immediate (ext_def, def_stmt);
	  gcc_assert (!new_bb);
	}
      else
	append_pattern_def_seq (stmt_vinfo, def_stmt);
    }
  stype = TREE_TYPE (def);

  if (TREE_CODE (def) == INTEGER_CST)
    {
      if (!tree_fits_uhwi_p (def)
	  || tree_to_uhwi (def) >= GET_MODE_PRECISION (TYPE_MODE (type))
	  || integer_zerop (def))
	return NULL;
      def2 = build_int_cst (stype,
			    GET_MODE_PRECISION (TYPE_MODE (type))
			    - tree_to_uhwi (def));
    }
  else
    {
      tree vecstype = get_vectype_for_scalar_type (stype);
      stmt_vec_info def_stmt_vinfo;

      if (vecstype == NULL_TREE)
	return NULL;
      def2 = vect_recog_temp_ssa_var (stype, NULL);
      def_stmt = gimple_build_assign (def2, NEGATE_EXPR, def);
      if (ext_def)
	{
	  basic_block new_bb
	    = gsi_insert_on_edge_immediate (ext_def, def_stmt);
	  gcc_assert (!new_bb);
	}
      else
	{
	  def_stmt_vinfo = new_stmt_vec_info (def_stmt, vinfo);
	  set_vinfo_for_stmt (def_stmt, def_stmt_vinfo);
	  STMT_VINFO_VECTYPE (def_stmt_vinfo) = vecstype;
	  append_pattern_def_seq (stmt_vinfo, def_stmt);
	}

      def2 = vect_recog_temp_ssa_var (stype, NULL);
      tree mask
	= build_int_cst (stype, GET_MODE_PRECISION (TYPE_MODE (stype)) - 1);
      def_stmt = gimple_build_assign (def2, BIT_AND_EXPR,
				      gimple_assign_lhs (def_stmt), mask);
      if (ext_def)
	{
	  basic_block new_bb
	    = gsi_insert_on_edge_immediate (ext_def, def_stmt);
	  gcc_assert (!new_bb);
	}
      else
	{
	  def_stmt_vinfo = new_stmt_vec_info (def_stmt, vinfo);
	  set_vinfo_for_stmt (def_stmt, def_stmt_vinfo);
	  STMT_VINFO_VECTYPE (def_stmt_vinfo) = vecstype;
	  append_pattern_def_seq (stmt_vinfo, def_stmt);
	}
    }

  var1 = vect_recog_temp_ssa_var (type, NULL);
  def_stmt = gimple_build_assign (var1, rhs_code == LROTATE_EXPR
					? LSHIFT_EXPR : RSHIFT_EXPR,
				  oprnd0, def);
  append_pattern_def_seq (stmt_vinfo, def_stmt);

  var2 = vect_recog_temp_ssa_var (type, NULL);
  def_stmt = gimple_build_assign (var2, rhs_code == LROTATE_EXPR
					? RSHIFT_EXPR : LSHIFT_EXPR,
				  oprnd0, def2);
  append_pattern_def_seq (stmt_vinfo, def_stmt);

  /* Pattern detected.  */
  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
		     "vect_recog_rotate_pattern: detected:\n");

  /* Pattern supported.  Create a stmt to be used to replace the pattern.  */
  var = vect_recog_temp_ssa_var (type, NULL);
  pattern_stmt = gimple_build_assign (var, BIT_IOR_EXPR, var1, var2);

  if (dump_enabled_p ())
    dump_gimple_stmt_loc (MSG_NOTE, vect_location, TDF_SLIM, pattern_stmt, 0);

  stmts->safe_push (last_stmt);
  return pattern_stmt;
}

/* Detect a vector by vector shift pattern that wouldn't be otherwise
   vectorized:

   type a_t;
   TYPE b_T, res_T;

   S1 a_t = ;
   S2 b_T = ;
   S3 res_T = b_T op a_t;

  where type 'TYPE' is a type with different size than 'type',
  and op is <<, >> or rotate.

  Also detect cases:

   type a_t;
   TYPE b_T, c_T, res_T;

   S0 c_T = ;
   S1 a_t = (type) c_T;
   S2 b_T = ;
   S3 res_T = b_T op a_t;

  Input/Output:

  * STMTS: Contains a stmt from which the pattern search begins,
    i.e. the shift/rotate stmt.  The original stmt (S3) is replaced
    with a shift/rotate which has same type on both operands, in the
    second case just b_T op c_T, in the first case with added cast
    from a_t to c_T in STMT_VINFO_PATTERN_DEF_SEQ.

  Output:

  * TYPE_IN: The type of the input arguments to the pattern.

  * TYPE_OUT: The type of the output of this pattern.

  * Return value: A new stmt that will be used to replace the shift/rotate
    S3 stmt.  */

static gimple *
vect_recog_vector_vector_shift_pattern (vec<gimple *> *stmts,
					tree *type_in, tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  tree oprnd0, oprnd1, lhs, var;
  gimple *pattern_stmt, *def_stmt;
  enum tree_code rhs_code;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  vec_info *vinfo = stmt_vinfo->vinfo;
  enum vect_def_type dt;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  rhs_code = gimple_assign_rhs_code (last_stmt);
  switch (rhs_code)
    {
    case LSHIFT_EXPR:
    case RSHIFT_EXPR:
    case LROTATE_EXPR:
    case RROTATE_EXPR:
      break;
    default:
      return NULL;
    }

  if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
    return NULL;

  lhs = gimple_assign_lhs (last_stmt);
  oprnd0 = gimple_assign_rhs1 (last_stmt);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  if (TREE_CODE (oprnd0) != SSA_NAME
      || TREE_CODE (oprnd1) != SSA_NAME
      || TYPE_MODE (TREE_TYPE (oprnd0)) == TYPE_MODE (TREE_TYPE (oprnd1))
      || TYPE_PRECISION (TREE_TYPE (oprnd1))
	 != GET_MODE_PRECISION (TYPE_MODE (TREE_TYPE (oprnd1)))
      || TYPE_PRECISION (TREE_TYPE (lhs))
	 != TYPE_PRECISION (TREE_TYPE (oprnd0)))
    return NULL;

  if (!vect_is_simple_use (oprnd1, vinfo, &def_stmt, &dt))
    return NULL;

  if (dt != vect_internal_def)
    return NULL;

  *type_in = get_vectype_for_scalar_type (TREE_TYPE (oprnd0));
  *type_out = *type_in;
  if (*type_in == NULL_TREE)
    return NULL;

  tree def = NULL_TREE;
  stmt_vec_info def_vinfo = vinfo_for_stmt (def_stmt);
  if (!STMT_VINFO_IN_PATTERN_P (def_vinfo) && gimple_assign_cast_p (def_stmt))
    {
      tree rhs1 = gimple_assign_rhs1 (def_stmt);
      if (TYPE_MODE (TREE_TYPE (rhs1)) == TYPE_MODE (TREE_TYPE (oprnd0))
	  && TYPE_PRECISION (TREE_TYPE (rhs1))
	     == TYPE_PRECISION (TREE_TYPE (oprnd0)))
	{
	  if (TYPE_PRECISION (TREE_TYPE (oprnd1))
	      >= TYPE_PRECISION (TREE_TYPE (rhs1)))
	    def = rhs1;
	  else
	    {
	      tree mask
		= build_low_bits_mask (TREE_TYPE (rhs1),
				       TYPE_PRECISION (TREE_TYPE (oprnd1)));
	      def = vect_recog_temp_ssa_var (TREE_TYPE (rhs1), NULL);
	      def_stmt = gimple_build_assign (def, BIT_AND_EXPR, rhs1, mask);
	      new_pattern_def_seq (stmt_vinfo, def_stmt);
	    }
	}
    }

  if (def == NULL_TREE)
    {
      def = vect_recog_temp_ssa_var (TREE_TYPE (oprnd0), NULL);
      def_stmt = gimple_build_assign (def, NOP_EXPR, oprnd1);
      new_pattern_def_seq (stmt_vinfo, def_stmt);
    }

  /* Pattern detected.  */
  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
                     "vect_recog_vector_vector_shift_pattern: detected:\n");

  /* Pattern supported.  Create a stmt to be used to replace the pattern.  */
  var = vect_recog_temp_ssa_var (TREE_TYPE (oprnd0), NULL);
  pattern_stmt = gimple_build_assign (var, rhs_code, oprnd0, def);

  if (dump_enabled_p ())
    dump_gimple_stmt_loc (MSG_NOTE, vect_location, TDF_SLIM, pattern_stmt, 0);

  stmts->safe_push (last_stmt);
  return pattern_stmt;
}

/* Return true iff the target has a vector optab implementing the operation
   CODE on type VECTYPE.  */

static bool
target_has_vecop_for_code (tree_code code, tree vectype)
{
  optab voptab = optab_for_tree_code (code, vectype, optab_vector);
  return voptab
	 && optab_handler (voptab, TYPE_MODE (vectype)) != CODE_FOR_nothing;
}

/* Verify that the target has optabs of VECTYPE to perform all the steps
   needed by the multiplication-by-immediate synthesis algorithm described by
   ALG and VAR.  If SYNTH_SHIFT_P is true ensure that vector addition is
   present.  Return true iff the target supports all the steps.  */

static bool
target_supports_mult_synth_alg (struct algorithm *alg, mult_variant var,
				 tree vectype, bool synth_shift_p)
{
  if (alg->op[0] != alg_zero && alg->op[0] != alg_m)
    return false;

  bool supports_vminus = target_has_vecop_for_code (MINUS_EXPR, vectype);
  bool supports_vplus = target_has_vecop_for_code (PLUS_EXPR, vectype);

  if (var == negate_variant
      && !target_has_vecop_for_code (NEGATE_EXPR, vectype))
    return false;

  /* If we must synthesize shifts with additions make sure that vector
     addition is available.  */
  if ((var == add_variant || synth_shift_p) && !supports_vplus)
    return false;

  for (int i = 1; i < alg->ops; i++)
    {
      switch (alg->op[i])
	{
	case alg_shift:
	  break;
	case alg_add_t_m2:
	case alg_add_t2_m:
	case alg_add_factor:
	  if (!supports_vplus)
	    return false;
	  break;
	case alg_sub_t_m2:
	case alg_sub_t2_m:
	case alg_sub_factor:
	  if (!supports_vminus)
	    return false;
	  break;
	case alg_unknown:
	case alg_m:
	case alg_zero:
	case alg_impossible:
	  return false;
	default:
	  gcc_unreachable ();
	}
    }

  return true;
}

/* Synthesize a left shift of OP by AMNT bits using a series of additions and
   putting the final result in DEST.  Append all statements but the last into
   VINFO.  Return the last statement.  */

static gimple *
synth_lshift_by_additions (tree dest, tree op, HOST_WIDE_INT amnt,
			   stmt_vec_info vinfo)
{
  HOST_WIDE_INT i;
  tree itype = TREE_TYPE (op);
  tree prev_res = op;
  gcc_assert (amnt >= 0);
  for (i = 0; i < amnt; i++)
    {
      tree tmp_var = (i < amnt - 1) ? vect_recog_temp_ssa_var (itype, NULL)
		      : dest;
      gimple *stmt
        = gimple_build_assign (tmp_var, PLUS_EXPR, prev_res, prev_res);
      prev_res = tmp_var;
      if (i < amnt - 1)
	append_pattern_def_seq (vinfo, stmt);
      else
	return stmt;
    }
  gcc_unreachable ();
  return NULL;
}

/* Helper for vect_synth_mult_by_constant.  Apply a binary operation
   CODE to operands OP1 and OP2, creating a new temporary SSA var in
   the process if necessary.  Append the resulting assignment statements
   to the sequence in STMT_VINFO.  Return the SSA variable that holds the
   result of the binary operation.  If SYNTH_SHIFT_P is true synthesize
   left shifts using additions.  */

static tree
apply_binop_and_append_stmt (tree_code code, tree op1, tree op2,
			     stmt_vec_info stmt_vinfo, bool synth_shift_p)
{
  if (integer_zerop (op2)
      && (code == LSHIFT_EXPR
	  || code == PLUS_EXPR))
    {
      gcc_assert (TREE_CODE (op1) == SSA_NAME);
      return op1;
    }

  gimple *stmt;
  tree itype = TREE_TYPE (op1);
  tree tmp_var = vect_recog_temp_ssa_var (itype, NULL);

  if (code == LSHIFT_EXPR
      && synth_shift_p)
    {
      stmt = synth_lshift_by_additions (tmp_var, op1, TREE_INT_CST_LOW (op2),
					 stmt_vinfo);
      append_pattern_def_seq (stmt_vinfo, stmt);
      return tmp_var;
    }

  stmt = gimple_build_assign (tmp_var, code, op1, op2);
  append_pattern_def_seq (stmt_vinfo, stmt);
  return tmp_var;
}

/* Synthesize a multiplication of OP by an INTEGER_CST VAL using shifts
   and simple arithmetic operations to be vectorized.  Record the statements
   produced in STMT_VINFO and return the last statement in the sequence or
   NULL if it's not possible to synthesize such a multiplication.
   This function mirrors the behavior of expand_mult_const in expmed.c but
   works on tree-ssa form.  */

static gimple *
vect_synth_mult_by_constant (tree op, tree val,
			     stmt_vec_info stmt_vinfo)
{
  tree itype = TREE_TYPE (op);
  machine_mode mode = TYPE_MODE (itype);
  struct algorithm alg;
  mult_variant variant;
  if (!tree_fits_shwi_p (val))
    return NULL;

  /* Multiplication synthesis by shifts, adds and subs can introduce
     signed overflow where the original operation didn't.  Perform the
     operations on an unsigned type and cast back to avoid this.
     In the future we may want to relax this for synthesis algorithms
     that we can prove do not cause unexpected overflow.  */
  bool cast_to_unsigned_p = !TYPE_OVERFLOW_WRAPS (itype);

  tree multtype = cast_to_unsigned_p ? unsigned_type_for (itype) : itype;

  /* Targets that don't support vector shifts but support vector additions
     can synthesize shifts that way.  */
  bool synth_shift_p = !vect_supportable_shift (LSHIFT_EXPR, multtype);

  HOST_WIDE_INT hwval = tree_to_shwi (val);
  /* Use MAX_COST here as we don't want to limit the sequence on rtx costs.
     The vectorizer's benefit analysis will decide whether it's beneficial
     to do this.  */
  bool possible = choose_mult_variant (mode, hwval, &alg,
					&variant, MAX_COST);
  if (!possible)
    return NULL;

  tree vectype = get_vectype_for_scalar_type (multtype);

  if (!vectype
      || !target_supports_mult_synth_alg (&alg, variant,
					   vectype, synth_shift_p))
    return NULL;

  tree accumulator;

  /* Clear out the sequence of statements so we can populate it below.  */
  STMT_VINFO_PATTERN_DEF_SEQ (stmt_vinfo) = NULL;
  gimple *stmt = NULL;

  if (cast_to_unsigned_p)
    {
      tree tmp_op = vect_recog_temp_ssa_var (multtype, NULL);
      stmt = gimple_build_assign (tmp_op, CONVERT_EXPR, op);
      append_pattern_def_seq (stmt_vinfo, stmt);
      op = tmp_op;
    }

  if (alg.op[0] == alg_zero)
    accumulator = build_int_cst (multtype, 0);
  else
    accumulator = op;

  bool needs_fixup = (variant == negate_variant)
		      || (variant == add_variant);

  for (int i = 1; i < alg.ops; i++)
    {
      tree shft_log = build_int_cst (multtype, alg.log[i]);
      tree accum_tmp = vect_recog_temp_ssa_var (multtype, NULL);
      tree tmp_var = NULL_TREE;

      switch (alg.op[i])
	{
	case alg_shift:
	  if (synth_shift_p)
	    stmt
	      = synth_lshift_by_additions (accum_tmp, accumulator, alg.log[i],
					    stmt_vinfo);
	  else
	    stmt = gimple_build_assign (accum_tmp, LSHIFT_EXPR, accumulator,
					 shft_log);
	  break;
	case alg_add_t_m2:
	  tmp_var
	    = apply_binop_and_append_stmt (LSHIFT_EXPR, op, shft_log,
					    stmt_vinfo, synth_shift_p);
	  stmt = gimple_build_assign (accum_tmp, PLUS_EXPR, accumulator,
				       tmp_var);
	  break;
	case alg_sub_t_m2:
	  tmp_var = apply_binop_and_append_stmt (LSHIFT_EXPR, op,
						  shft_log, stmt_vinfo,
						  synth_shift_p);
	  /* In some algorithms the first step involves zeroing the
	     accumulator.  If subtracting from such an accumulator
	     just emit the negation directly.  */
	  if (integer_zerop (accumulator))
	    stmt = gimple_build_assign (accum_tmp, NEGATE_EXPR, tmp_var);
	  else
	    stmt = gimple_build_assign (accum_tmp, MINUS_EXPR, accumulator,
					tmp_var);
	  break;
	case alg_add_t2_m:
	  tmp_var
	    = apply_binop_and_append_stmt (LSHIFT_EXPR, accumulator, shft_log,
					   stmt_vinfo, synth_shift_p);
	  stmt = gimple_build_assign (accum_tmp, PLUS_EXPR, tmp_var, op);
	  break;
	case alg_sub_t2_m:
	  tmp_var
	    = apply_binop_and_append_stmt (LSHIFT_EXPR, accumulator, shft_log,
					   stmt_vinfo, synth_shift_p);
	  stmt = gimple_build_assign (accum_tmp, MINUS_EXPR, tmp_var, op);
	  break;
	case alg_add_factor:
	  tmp_var
	    = apply_binop_and_append_stmt (LSHIFT_EXPR, accumulator, shft_log,
					    stmt_vinfo, synth_shift_p);
	  stmt = gimple_build_assign (accum_tmp, PLUS_EXPR, accumulator,
				       tmp_var);
	  break;
	case alg_sub_factor:
	  tmp_var
	    = apply_binop_and_append_stmt (LSHIFT_EXPR, accumulator, shft_log,
					   stmt_vinfo, synth_shift_p);
	  stmt = gimple_build_assign (accum_tmp, MINUS_EXPR, tmp_var,
				      accumulator);
	  break;
	default:
	  gcc_unreachable ();
	}
      /* We don't want to append the last stmt in the sequence to stmt_vinfo
	 but rather return it directly.  */

      if ((i < alg.ops - 1) || needs_fixup || cast_to_unsigned_p)
	append_pattern_def_seq (stmt_vinfo, stmt);
      accumulator = accum_tmp;
    }
  if (variant == negate_variant)
    {
      tree accum_tmp = vect_recog_temp_ssa_var (multtype, NULL);
      stmt = gimple_build_assign (accum_tmp, NEGATE_EXPR, accumulator);
      accumulator = accum_tmp;
      if (cast_to_unsigned_p)
	append_pattern_def_seq (stmt_vinfo, stmt);
    }
  else if (variant == add_variant)
    {
      tree accum_tmp = vect_recog_temp_ssa_var (multtype, NULL);
      stmt = gimple_build_assign (accum_tmp, PLUS_EXPR, accumulator, op);
      accumulator = accum_tmp;
      if (cast_to_unsigned_p)
	append_pattern_def_seq (stmt_vinfo, stmt);
    }
  /* Move back to a signed if needed.  */
  if (cast_to_unsigned_p)
    {
      tree accum_tmp = vect_recog_temp_ssa_var (itype, NULL);
      stmt = gimple_build_assign (accum_tmp, CONVERT_EXPR, accumulator);
    }

  return stmt;
}

/* Detect multiplication by constant and convert it into a sequence of
   shifts and additions, subtractions, negations.  We reuse the
   choose_mult_variant algorithms from expmed.c

   Input/Output:

   STMTS: Contains a stmt from which the pattern search begins,
   i.e. the mult stmt.

 Output:

  * TYPE_IN: The type of the input arguments to the pattern.

  * TYPE_OUT: The type of the output of this pattern.

  * Return value: A new stmt that will be used to replace
    the multiplication.  */

static gimple *
vect_recog_mult_pattern (vec<gimple *> *stmts,
			 tree *type_in, tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  tree oprnd0, oprnd1, vectype, itype;
  gimple *pattern_stmt;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);

  if (!is_gimple_assign (last_stmt))
    return NULL;

  if (gimple_assign_rhs_code (last_stmt) != MULT_EXPR)
    return NULL;

  oprnd0 = gimple_assign_rhs1 (last_stmt);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  itype = TREE_TYPE (oprnd0);

  if (TREE_CODE (oprnd0) != SSA_NAME
      || TREE_CODE (oprnd1) != INTEGER_CST
      || !INTEGRAL_TYPE_P (itype)
      || TYPE_PRECISION (itype) != GET_MODE_PRECISION (TYPE_MODE (itype)))
    return NULL;

  vectype = get_vectype_for_scalar_type (itype);
  if (vectype == NULL_TREE)
    return NULL;

  /* If the target can handle vectorized multiplication natively,
     don't attempt to optimize this.  */
  optab mul_optab = optab_for_tree_code (MULT_EXPR, vectype, optab_default);
  if (mul_optab != unknown_optab)
    {
      machine_mode vec_mode = TYPE_MODE (vectype);
      int icode = (int) optab_handler (mul_optab, vec_mode);
      if (icode != CODE_FOR_nothing)
       return NULL;
    }

  pattern_stmt = vect_synth_mult_by_constant (oprnd0, oprnd1, stmt_vinfo);
  if (!pattern_stmt)
    return NULL;

  /* Pattern detected.  */
  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
		     "vect_recog_mult_pattern: detected:\n");

  if (dump_enabled_p ())
    dump_gimple_stmt_loc (MSG_NOTE, vect_location, TDF_SLIM,
			  pattern_stmt,0);

  stmts->safe_push (last_stmt);
  *type_in = vectype;
  *type_out = vectype;

  return pattern_stmt;
}

/* Detect a signed division by a constant that wouldn't be
   otherwise vectorized:

   type a_t, b_t;

   S1 a_t = b_t / N;

  where type 'type' is an integral type and N is a constant.

  Similarly handle modulo by a constant:

   S4 a_t = b_t % N;

  Input/Output:

  * STMTS: Contains a stmt from which the pattern search begins,
    i.e. the division stmt.  S1 is replaced by if N is a power
    of two constant and type is signed:
  S3  y_t = b_t < 0 ? N - 1 : 0;
  S2  x_t = b_t + y_t;
  S1' a_t = x_t >> log2 (N);

    S4 is replaced if N is a power of two constant and
    type is signed by (where *_T temporaries have unsigned type):
  S9  y_T = b_t < 0 ? -1U : 0U;
  S8  z_T = y_T >> (sizeof (type_t) * CHAR_BIT - log2 (N));
  S7  z_t = (type) z_T;
  S6  w_t = b_t + z_t;
  S5  x_t = w_t & (N - 1);
  S4' a_t = x_t - z_t;

  Output:

  * TYPE_IN: The type of the input arguments to the pattern.

  * TYPE_OUT: The type of the output of this pattern.

  * Return value: A new stmt that will be used to replace the division
    S1 or modulo S4 stmt.  */

static gimple *
vect_recog_divmod_pattern (vec<gimple *> *stmts,
			   tree *type_in, tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  tree oprnd0, oprnd1, vectype, itype, cond;
  gimple *pattern_stmt, *def_stmt;
  enum tree_code rhs_code;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  vec_info *vinfo = stmt_vinfo->vinfo;
  optab optab;
  tree q;
  int dummy_int, prec;
  stmt_vec_info def_stmt_vinfo;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  rhs_code = gimple_assign_rhs_code (last_stmt);
  switch (rhs_code)
    {
    case TRUNC_DIV_EXPR:
    case TRUNC_MOD_EXPR:
      break;
    default:
      return NULL;
    }

  if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
    return NULL;

  oprnd0 = gimple_assign_rhs1 (last_stmt);
  oprnd1 = gimple_assign_rhs2 (last_stmt);
  itype = TREE_TYPE (oprnd0);
  if (TREE_CODE (oprnd0) != SSA_NAME
      || TREE_CODE (oprnd1) != INTEGER_CST
      || TREE_CODE (itype) != INTEGER_TYPE
      || TYPE_PRECISION (itype) != GET_MODE_PRECISION (TYPE_MODE (itype)))
    return NULL;

  vectype = get_vectype_for_scalar_type (itype);
  if (vectype == NULL_TREE)
    return NULL;

  /* If the target can handle vectorized division or modulo natively,
     don't attempt to optimize this.  */
  optab = optab_for_tree_code (rhs_code, vectype, optab_default);
  if (optab != unknown_optab)
    {
      machine_mode vec_mode = TYPE_MODE (vectype);
      int icode = (int) optab_handler (optab, vec_mode);
      if (icode != CODE_FOR_nothing)
	return NULL;
    }

  prec = TYPE_PRECISION (itype);
  if (integer_pow2p (oprnd1))
    {
      if (TYPE_UNSIGNED (itype) || tree_int_cst_sgn (oprnd1) != 1)
	return NULL;

      /* Pattern detected.  */
      if (dump_enabled_p ())
        dump_printf_loc (MSG_NOTE, vect_location,
                         "vect_recog_divmod_pattern: detected:\n");

      cond = build2 (LT_EXPR, boolean_type_node, oprnd0,
		     build_int_cst (itype, 0));
      if (rhs_code == TRUNC_DIV_EXPR)
	{
	  tree var = vect_recog_temp_ssa_var (itype, NULL);
	  tree shift;
	  def_stmt
	    = gimple_build_assign (var, COND_EXPR, cond,
				   fold_build2 (MINUS_EXPR, itype, oprnd1,
						build_int_cst (itype, 1)),
				   build_int_cst (itype, 0));
	  new_pattern_def_seq (stmt_vinfo, def_stmt);
	  var = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt
	    = gimple_build_assign (var, PLUS_EXPR, oprnd0,
				   gimple_assign_lhs (def_stmt));
	  append_pattern_def_seq (stmt_vinfo, def_stmt);

	  shift = build_int_cst (itype, tree_log2 (oprnd1));
	  pattern_stmt
	    = gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
				   RSHIFT_EXPR, var, shift);
	}
      else
	{
	  tree signmask;
	  STMT_VINFO_PATTERN_DEF_SEQ (stmt_vinfo) = NULL;
	  if (compare_tree_int (oprnd1, 2) == 0)
	    {
	      signmask = vect_recog_temp_ssa_var (itype, NULL);
	      def_stmt = gimple_build_assign (signmask, COND_EXPR, cond,
					      build_int_cst (itype, 1),
					      build_int_cst (itype, 0));
	      append_pattern_def_seq (stmt_vinfo, def_stmt);
	    }
	  else
	    {
	      tree utype
		= build_nonstandard_integer_type (prec, 1);
	      tree vecutype = get_vectype_for_scalar_type (utype);
	      tree shift
		= build_int_cst (utype, GET_MODE_BITSIZE (TYPE_MODE (itype))
					- tree_log2 (oprnd1));
	      tree var = vect_recog_temp_ssa_var (utype, NULL);

	      def_stmt = gimple_build_assign (var, COND_EXPR, cond,
					      build_int_cst (utype, -1),
					      build_int_cst (utype, 0));
	      def_stmt_vinfo = new_stmt_vec_info (def_stmt, vinfo);
	      set_vinfo_for_stmt (def_stmt, def_stmt_vinfo);
	      STMT_VINFO_VECTYPE (def_stmt_vinfo) = vecutype;
	      append_pattern_def_seq (stmt_vinfo, def_stmt);
	      var = vect_recog_temp_ssa_var (utype, NULL);
	      def_stmt = gimple_build_assign (var, RSHIFT_EXPR,
					      gimple_assign_lhs (def_stmt),
					      shift);
	      def_stmt_vinfo = new_stmt_vec_info (def_stmt, vinfo);
	      set_vinfo_for_stmt (def_stmt, def_stmt_vinfo);
	      STMT_VINFO_VECTYPE (def_stmt_vinfo) = vecutype;
	      append_pattern_def_seq (stmt_vinfo, def_stmt);
	      signmask = vect_recog_temp_ssa_var (itype, NULL);
	      def_stmt
		= gimple_build_assign (signmask, NOP_EXPR, var);
	      append_pattern_def_seq (stmt_vinfo, def_stmt);
	    }
	  def_stmt
	    = gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
				   PLUS_EXPR, oprnd0, signmask);
	  append_pattern_def_seq (stmt_vinfo, def_stmt);
	  def_stmt
	    = gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
				   BIT_AND_EXPR, gimple_assign_lhs (def_stmt),
				   fold_build2 (MINUS_EXPR, itype, oprnd1,
						build_int_cst (itype, 1)));
	  append_pattern_def_seq (stmt_vinfo, def_stmt);

	  pattern_stmt
	    = gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
				   MINUS_EXPR, gimple_assign_lhs (def_stmt),
				   signmask);
	}

      if (dump_enabled_p ())
	dump_gimple_stmt_loc (MSG_NOTE, vect_location, TDF_SLIM, pattern_stmt,
                              0);

      stmts->safe_push (last_stmt);

      *type_in = vectype;
      *type_out = vectype;
      return pattern_stmt;
    }

  if (prec > HOST_BITS_PER_WIDE_INT
      || integer_zerop (oprnd1))
    return NULL;

  if (!can_mult_highpart_p (TYPE_MODE (vectype), TYPE_UNSIGNED (itype)))
    return NULL;

  STMT_VINFO_PATTERN_DEF_SEQ (stmt_vinfo) = NULL;

  if (TYPE_UNSIGNED (itype))
    {
      unsigned HOST_WIDE_INT mh, ml;
      int pre_shift, post_shift;
      unsigned HOST_WIDE_INT d = (TREE_INT_CST_LOW (oprnd1)
				  & GET_MODE_MASK (TYPE_MODE (itype)));
      tree t1, t2, t3, t4;

      if (d >= (HOST_WIDE_INT_1U << (prec - 1)))
	/* FIXME: Can transform this into oprnd0 >= oprnd1 ? 1 : 0.  */
	return NULL;

      /* Find a suitable multiplier and right shift count
	 instead of multiplying with D.  */
      mh = choose_multiplier (d, prec, prec, &ml, &post_shift, &dummy_int);

      /* If the suggested multiplier is more than SIZE bits, we can do better
	 for even divisors, using an initial right shift.  */
      if (mh != 0 && (d & 1) == 0)
	{
	  pre_shift = ctz_or_zero (d);
	  mh = choose_multiplier (d >> pre_shift, prec, prec - pre_shift,
				  &ml, &post_shift, &dummy_int);
	  gcc_assert (!mh);
	}
      else
	pre_shift = 0;

      if (mh != 0)
	{
	  if (post_shift - 1 >= prec)
	    return NULL;

	  /* t1 = oprnd0 h* ml;
	     t2 = oprnd0 - t1;
	     t3 = t2 >> 1;
	     t4 = t1 + t3;
	     q = t4 >> (post_shift - 1);  */
	  t1 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt = gimple_build_assign (t1, MULT_HIGHPART_EXPR, oprnd0,
					  build_int_cst (itype, ml));
	  append_pattern_def_seq (stmt_vinfo, def_stmt);

	  t2 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt
	    = gimple_build_assign (t2, MINUS_EXPR, oprnd0, t1);
	  append_pattern_def_seq (stmt_vinfo, def_stmt);

	  t3 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt
	    = gimple_build_assign (t3, RSHIFT_EXPR, t2, integer_one_node);
	  append_pattern_def_seq (stmt_vinfo, def_stmt);

	  t4 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt
	    = gimple_build_assign (t4, PLUS_EXPR, t1, t3);

	  if (post_shift != 1)
	    {
	      append_pattern_def_seq (stmt_vinfo, def_stmt);

	      q = vect_recog_temp_ssa_var (itype, NULL);
	      pattern_stmt
		= gimple_build_assign (q, RSHIFT_EXPR, t4,
				       build_int_cst (itype, post_shift - 1));
	    }
	  else
	    {
	      q = t4;
	      pattern_stmt = def_stmt;
	    }
	}
      else
	{
	  if (pre_shift >= prec || post_shift >= prec)
	    return NULL;

	  /* t1 = oprnd0 >> pre_shift;
	     t2 = t1 h* ml;
	     q = t2 >> post_shift;  */
	  if (pre_shift)
	    {
	      t1 = vect_recog_temp_ssa_var (itype, NULL);
	      def_stmt
		= gimple_build_assign (t1, RSHIFT_EXPR, oprnd0,
				       build_int_cst (NULL, pre_shift));
	      append_pattern_def_seq (stmt_vinfo, def_stmt);
	    }
	  else
	    t1 = oprnd0;

	  t2 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt = gimple_build_assign (t2, MULT_HIGHPART_EXPR, t1,
					  build_int_cst (itype, ml));

	  if (post_shift)
	    {
	      append_pattern_def_seq (stmt_vinfo, def_stmt);

	      q = vect_recog_temp_ssa_var (itype, NULL);
	      def_stmt
		= gimple_build_assign (q, RSHIFT_EXPR, t2,
				       build_int_cst (itype, post_shift));
	    }
	  else
	    q = t2;

	  pattern_stmt = def_stmt;
	}
    }
  else
    {
      unsigned HOST_WIDE_INT ml;
      int post_shift;
      HOST_WIDE_INT d = TREE_INT_CST_LOW (oprnd1);
      unsigned HOST_WIDE_INT abs_d;
      bool add = false;
      tree t1, t2, t3, t4;

      /* Give up for -1.  */
      if (d == -1)
	return NULL;

      /* Since d might be INT_MIN, we have to cast to
	 unsigned HOST_WIDE_INT before negating to avoid
	 undefined signed overflow.  */
      abs_d = (d >= 0
	       ? (unsigned HOST_WIDE_INT) d
	       : - (unsigned HOST_WIDE_INT) d);

      /* n rem d = n rem -d */
      if (rhs_code == TRUNC_MOD_EXPR && d < 0)
	{
	  d = abs_d;
	  oprnd1 = build_int_cst (itype, abs_d);
	}
      else if (HOST_BITS_PER_WIDE_INT >= prec
	       && abs_d == HOST_WIDE_INT_1U << (prec - 1))
	/* This case is not handled correctly below.  */
	return NULL;

      choose_multiplier (abs_d, prec, prec - 1, &ml, &post_shift, &dummy_int);
      if (ml >= HOST_WIDE_INT_1U << (prec - 1))
	{
	  add = true;
	  ml |= HOST_WIDE_INT_M1U << (prec - 1);
	}
      if (post_shift >= prec)
	return NULL;

      /* t1 = oprnd0 h* ml;  */
      t1 = vect_recog_temp_ssa_var (itype, NULL);
      def_stmt = gimple_build_assign (t1, MULT_HIGHPART_EXPR, oprnd0,
				      build_int_cst (itype, ml));

      if (add)
	{
	  /* t2 = t1 + oprnd0;  */
	  append_pattern_def_seq (stmt_vinfo, def_stmt);
	  t2 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt = gimple_build_assign (t2, PLUS_EXPR, t1, oprnd0);
	}
      else
	t2 = t1;

      if (post_shift)
	{
	  /* t3 = t2 >> post_shift;  */
	  append_pattern_def_seq (stmt_vinfo, def_stmt);
	  t3 = vect_recog_temp_ssa_var (itype, NULL);
	  def_stmt = gimple_build_assign (t3, RSHIFT_EXPR, t2,
					  build_int_cst (itype, post_shift));
	}
      else
	t3 = t2;

      wide_int oprnd0_min, oprnd0_max;
      int msb = 1;
      if (get_range_info (oprnd0, &oprnd0_min, &oprnd0_max) == VR_RANGE)
	{
	  if (!wi::neg_p (oprnd0_min, TYPE_SIGN (itype)))
	    msb = 0;
	  else if (wi::neg_p (oprnd0_max, TYPE_SIGN (itype)))
	    msb = -1;
	}

      if (msb == 0 && d >= 0)
	{
	  /* q = t3;  */
	  q = t3;
	  pattern_stmt = def_stmt;
	}
      else
	{
	  /* t4 = oprnd0 >> (prec - 1);
	     or if we know from VRP that oprnd0 >= 0
	     t4 = 0;
	     or if we know from VRP that oprnd0 < 0
	     t4 = -1;  */
	  append_pattern_def_seq (stmt_vinfo, def_stmt);
	  t4 = vect_recog_temp_ssa_var (itype, NULL);
	  if (msb != 1)
	    def_stmt = gimple_build_assign (t4, INTEGER_CST,
					    build_int_cst (itype, msb));
	  else
	    def_stmt = gimple_build_assign (t4, RSHIFT_EXPR, oprnd0,
					    build_int_cst (itype, prec - 1));
	  append_pattern_def_seq (stmt_vinfo, def_stmt);

	  /* q = t3 - t4;  or q = t4 - t3;  */
	  q = vect_recog_temp_ssa_var (itype, NULL);
	  pattern_stmt = gimple_build_assign (q, MINUS_EXPR, d < 0 ? t4 : t3,
					      d < 0 ? t3 : t4);
	}
    }

  if (rhs_code == TRUNC_MOD_EXPR)
    {
      tree r, t1;

      /* We divided.  Now finish by:
	 t1 = q * oprnd1;
	 r = oprnd0 - t1;  */
      append_pattern_def_seq (stmt_vinfo, pattern_stmt);

      t1 = vect_recog_temp_ssa_var (itype, NULL);
      def_stmt = gimple_build_assign (t1, MULT_EXPR, q, oprnd1);
      append_pattern_def_seq (stmt_vinfo, def_stmt);

      r = vect_recog_temp_ssa_var (itype, NULL);
      pattern_stmt = gimple_build_assign (r, MINUS_EXPR, oprnd0, t1);
    }

  /* Pattern detected.  */
  if (dump_enabled_p ())
    {
      dump_printf_loc (MSG_NOTE, vect_location,
                       "vect_recog_divmod_pattern: detected: ");
      dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
    }

  stmts->safe_push (last_stmt);

  *type_in = vectype;
  *type_out = vectype;
  return pattern_stmt;
}

/* Function vect_recog_mixed_size_cond_pattern

   Try to find the following pattern:

     type x_t, y_t;
     TYPE a_T, b_T, c_T;
   loop:
     S1  a_T = x_t CMP y_t ? b_T : c_T;

   where type 'TYPE' is an integral type which has different size
   from 'type'.  b_T and c_T are either constants (and if 'TYPE' is wider
   than 'type', the constants need to fit into an integer type
   with the same width as 'type') or results of conversion from 'type'.

   Input:

   * LAST_STMT: A stmt from which the pattern search begins.

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output of this pattern.

   * Return value: A new stmt that will be used to replace the pattern.
	Additionally a def_stmt is added.

	a_it = x_t CMP y_t ? b_it : c_it;
	a_T = (TYPE) a_it;  */

static gimple *
vect_recog_mixed_size_cond_pattern (vec<gimple *> *stmts, tree *type_in,
				    tree *type_out)
{
  gimple *last_stmt = (*stmts)[0];
  tree cond_expr, then_clause, else_clause;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt), def_stmt_info;
  tree type, vectype, comp_vectype, itype = NULL_TREE, vecitype;
  gimple *pattern_stmt, *def_stmt;
  vec_info *vinfo = stmt_vinfo->vinfo;
  tree orig_type0 = NULL_TREE, orig_type1 = NULL_TREE;
  gimple *def_stmt0 = NULL, *def_stmt1 = NULL;
  bool promotion;
  tree comp_scalar_type;

  if (!is_gimple_assign (last_stmt)
      || gimple_assign_rhs_code (last_stmt) != COND_EXPR
      || STMT_VINFO_DEF_TYPE (stmt_vinfo) != vect_internal_def)
    return NULL;

  cond_expr = gimple_assign_rhs1 (last_stmt);
  then_clause = gimple_assign_rhs2 (last_stmt);
  else_clause = gimple_assign_rhs3 (last_stmt);

  if (!COMPARISON_CLASS_P (cond_expr))
    return NULL;

  comp_scalar_type = TREE_TYPE (TREE_OPERAND (cond_expr, 0));
  comp_vectype = get_vectype_for_scalar_type (comp_scalar_type);
  if (comp_vectype == NULL_TREE)
    return NULL;

  type = gimple_expr_type (last_stmt);
  if (types_compatible_p (type, comp_scalar_type)
      || ((TREE_CODE (then_clause) != INTEGER_CST
	   || TREE_CODE (else_clause) != INTEGER_CST)
	  && !INTEGRAL_TYPE_P (comp_scalar_type))
      || !INTEGRAL_TYPE_P (type))
    return NULL;

  if ((TREE_CODE (then_clause) != INTEGER_CST
       && !type_conversion_p (then_clause, last_stmt, false, &orig_type0,
                              &def_stmt0, &promotion))
      || (TREE_CODE (else_clause) != INTEGER_CST
          && !type_conversion_p (else_clause, last_stmt, false, &orig_type1,
                                 &def_stmt1, &promotion)))
    return NULL;

  if (orig_type0 && orig_type1
      && !types_compatible_p (orig_type0, orig_type1))
    return NULL;

  if (orig_type0)
    {
      if (!types_compatible_p (orig_type0, comp_scalar_type))
	return NULL;
      then_clause = gimple_assign_rhs1 (def_stmt0);
      itype = orig_type0;
    }

  if (orig_type1)
    {
      if (!types_compatible_p (orig_type1, comp_scalar_type))
	return NULL;
      else_clause = gimple_assign_rhs1 (def_stmt1);
      itype = orig_type1;
    }


  HOST_WIDE_INT cmp_mode_size
    = GET_MODE_UNIT_BITSIZE (TYPE_MODE (comp_vectype));

  if (GET_MODE_BITSIZE (TYPE_MODE (type)) == cmp_mode_size)
    return NULL;

  vectype = get_vectype_for_scalar_type (type);
  if (vectype == NULL_TREE)
    return NULL;

  if (expand_vec_cond_expr_p (vectype, comp_vectype, TREE_CODE (cond_expr)))
    return NULL;

  if (itype == NULL_TREE)
    itype = build_nonstandard_integer_type (cmp_mode_size,
  					    TYPE_UNSIGNED (type));

  if (itype == NULL_TREE
      || GET_MODE_BITSIZE (TYPE_MODE (itype)) != cmp_mode_size)
    return NULL;

  vecitype = get_vectype_for_scalar_type (itype);
  if (vecitype == NULL_TREE)
    return NULL;

  if (!expand_vec_cond_expr_p (vecitype, comp_vectype, TREE_CODE (cond_expr)))
    return NULL;

  if (GET_MODE_BITSIZE (TYPE_MODE (type)) > cmp_mode_size)
    {
      if ((TREE_CODE (then_clause) == INTEGER_CST
	   && !int_fits_type_p (then_clause, itype))
	  || (TREE_CODE (else_clause) == INTEGER_CST
	      && !int_fits_type_p (else_clause, itype)))
	return NULL;
    }

  def_stmt = gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
				  COND_EXPR, unshare_expr (cond_expr),
				  fold_convert (itype, then_clause),
				  fold_convert (itype, else_clause));
  pattern_stmt = gimple_build_assign (vect_recog_temp_ssa_var (type, NULL),
				      NOP_EXPR, gimple_assign_lhs (def_stmt));

  new_pattern_def_seq (stmt_vinfo, def_stmt);
  def_stmt_info = new_stmt_vec_info (def_stmt, vinfo);
  set_vinfo_for_stmt (def_stmt, def_stmt_info);
  STMT_VINFO_VECTYPE (def_stmt_info) = vecitype;
  *type_in = vecitype;
  *type_out = vectype;

  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
                     "vect_recog_mixed_size_cond_pattern: detected:\n");

  return pattern_stmt;
}


/* Helper function of vect_recog_bool_pattern.  Called recursively, return
   true if bool VAR can and should be optimized that way.  Assume it shouldn't
   in case it's a result of a comparison which can be directly vectorized into
   a vector comparison.  Fills in STMTS with all stmts visited during the
   walk.  */

static bool
check_bool_pattern (tree var, vec_info *vinfo, hash_set<gimple *> &stmts)
{
  gimple *def_stmt;
  enum vect_def_type dt;
  tree rhs1;
  enum tree_code rhs_code;

  if (!vect_is_simple_use (var, vinfo, &def_stmt, &dt))
    return false;

  if (dt != vect_internal_def)
    return false;

  if (!is_gimple_assign (def_stmt))
    return false;

  if (stmts.contains (def_stmt))
    return true;

  rhs1 = gimple_assign_rhs1 (def_stmt);
  rhs_code = gimple_assign_rhs_code (def_stmt);
  switch (rhs_code)
    {
    case SSA_NAME:
      if (! check_bool_pattern (rhs1, vinfo, stmts))
	return false;
      break;

    CASE_CONVERT:
      if (!VECT_SCALAR_BOOLEAN_TYPE_P (TREE_TYPE (rhs1)))
	return false;
      if (! check_bool_pattern (rhs1, vinfo, stmts))
	return false;
      break;

    case BIT_NOT_EXPR:
      if (! check_bool_pattern (rhs1, vinfo, stmts))
	return false;
      break;

    case BIT_AND_EXPR:
    case BIT_IOR_EXPR:
    case BIT_XOR_EXPR:
      if (! check_bool_pattern (rhs1, vinfo, stmts)
	  || ! check_bool_pattern (gimple_assign_rhs2 (def_stmt), vinfo, stmts))
	return false;
      break;

    default:
      if (TREE_CODE_CLASS (rhs_code) == tcc_comparison)
	{
	  tree vecitype, comp_vectype;

	  /* If the comparison can throw, then is_gimple_condexpr will be
	     false and we can't make a COND_EXPR/VEC_COND_EXPR out of it.  */
	  if (stmt_could_throw_p (def_stmt))
	    return false;

	  comp_vectype = get_vectype_for_scalar_type (TREE_TYPE (rhs1));
	  if (comp_vectype == NULL_TREE)
	    return false;

	  tree mask_type = get_mask_type_for_scalar_type (TREE_TYPE (rhs1));
	  if (mask_type
	      && expand_vec_cmp_expr_p (comp_vectype, mask_type, rhs_code))
	    return false;

	  if (TREE_CODE (TREE_TYPE (rhs1)) != INTEGER_TYPE)
	    {
	      machine_mode mode = TYPE_MODE (TREE_TYPE (rhs1));
	      tree itype
		= build_nonstandard_integer_type (GET_MODE_BITSIZE (mode), 1);
	      vecitype = get_vectype_for_scalar_type (itype);
	      if (vecitype == NULL_TREE)
		return false;
	    }
	  else
	    vecitype = comp_vectype;
	  if (! expand_vec_cond_expr_p (vecitype, comp_vectype, rhs_code))
	    return false;
	}
      else
	return false;
      break;
    }

  bool res = stmts.add (def_stmt);
  /* We can't end up recursing when just visiting SSA defs but not PHIs.  */
  gcc_assert (!res);

  return true;
}


/* Helper function of adjust_bool_pattern.  Add a cast to TYPE to a previous
   stmt (SSA_NAME_DEF_STMT of VAR) adding a cast to STMT_INFOs
   pattern sequence.  */

static tree
adjust_bool_pattern_cast (tree type, tree var, stmt_vec_info stmt_info)
{
  gimple *cast_stmt = gimple_build_assign (vect_recog_temp_ssa_var (type, NULL),
					   NOP_EXPR, var);
  stmt_vec_info patt_vinfo = new_stmt_vec_info (cast_stmt, stmt_info->vinfo);
  set_vinfo_for_stmt (cast_stmt, patt_vinfo);
  STMT_VINFO_VECTYPE (patt_vinfo) = get_vectype_for_scalar_type (type);
  append_pattern_def_seq (stmt_info, cast_stmt);
  return gimple_assign_lhs (cast_stmt);
}

/* Helper function of vect_recog_bool_pattern.  Do the actual transformations.
   VAR is an SSA_NAME that should be transformed from bool to a wider integer
   type, OUT_TYPE is the desired final integer type of the whole pattern.
   STMT_INFO is the info of the pattern root and is where pattern stmts should
   be associated with.  DEFS is a map of pattern defs.  */

static void
adjust_bool_pattern (tree var, tree out_type,
		     stmt_vec_info stmt_info, hash_map <tree, tree> &defs)
{
  gimple *stmt = SSA_NAME_DEF_STMT (var);
  enum tree_code rhs_code, def_rhs_code;
  tree itype, cond_expr, rhs1, rhs2, irhs1, irhs2;
  location_t loc;
  gimple *pattern_stmt, *def_stmt;
  tree trueval = NULL_TREE;

  rhs1 = gimple_assign_rhs1 (stmt);
  rhs2 = gimple_assign_rhs2 (stmt);
  rhs_code = gimple_assign_rhs_code (stmt);
  loc = gimple_location (stmt);
  switch (rhs_code)
    {
    case SSA_NAME:
    CASE_CONVERT:
      irhs1 = *defs.get (rhs1);
      itype = TREE_TYPE (irhs1);
      pattern_stmt
	= gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
			       SSA_NAME, irhs1);
      break;

    case BIT_NOT_EXPR:
      irhs1 = *defs.get (rhs1);
      itype = TREE_TYPE (irhs1);
      pattern_stmt
	= gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
			       BIT_XOR_EXPR, irhs1, build_int_cst (itype, 1));
      break;

    case BIT_AND_EXPR:
      /* Try to optimize x = y & (a < b ? 1 : 0); into
	 x = (a < b ? y : 0);

	 E.g. for:
	   bool a_b, b_b, c_b;
	   TYPE d_T;

	   S1  a_b = x1 CMP1 y1;
	   S2  b_b = x2 CMP2 y2;
	   S3  c_b = a_b & b_b;
	   S4  d_T = (TYPE) c_b;

	 we would normally emit:

	   S1'  a_T = x1 CMP1 y1 ? 1 : 0;
	   S2'  b_T = x2 CMP2 y2 ? 1 : 0;
	   S3'  c_T = a_T & b_T;
	   S4'  d_T = c_T;

	 but we can save one stmt by using the
	 result of one of the COND_EXPRs in the other COND_EXPR and leave
	 BIT_AND_EXPR stmt out:

	   S1'  a_T = x1 CMP1 y1 ? 1 : 0;
	   S3'  c_T = x2 CMP2 y2 ? a_T : 0;
	   S4'  f_T = c_T;

	 At least when VEC_COND_EXPR is implemented using masks
	 cond ? 1 : 0 is as expensive as cond ? var : 0, in both cases it
	 computes the comparison masks and ands it, in one case with
	 all ones vector, in the other case with a vector register.
	 Don't do this for BIT_IOR_EXPR, because cond ? 1 : var; is
	 often more expensive.  */
      def_stmt = SSA_NAME_DEF_STMT (rhs2);
      def_rhs_code = gimple_assign_rhs_code (def_stmt);
      if (TREE_CODE_CLASS (def_rhs_code) == tcc_comparison)
	{
	  irhs1 = *defs.get (rhs1);
	  tree def_rhs1 = gimple_assign_rhs1 (def_stmt);
	  if (TYPE_PRECISION (TREE_TYPE (irhs1))
	      == GET_MODE_BITSIZE (TYPE_MODE (TREE_TYPE (def_rhs1))))
	    {
	      rhs_code = def_rhs_code;
	      rhs1 = def_rhs1;
	      rhs2 = gimple_assign_rhs2 (def_stmt);
	      trueval = irhs1;
	      goto do_compare;
	    }
	  else
	    irhs2 = *defs.get (rhs2);
	  goto and_ior_xor;
	}
      def_stmt = SSA_NAME_DEF_STMT (rhs1);
      def_rhs_code = gimple_assign_rhs_code (def_stmt);
      if (TREE_CODE_CLASS (def_rhs_code) == tcc_comparison)
	{
	  irhs2 = *defs.get (rhs2);
	  tree def_rhs1 = gimple_assign_rhs1 (def_stmt);
	  if (TYPE_PRECISION (TREE_TYPE (irhs2))
	      == GET_MODE_BITSIZE (TYPE_MODE (TREE_TYPE (def_rhs1))))
	    {
	      rhs_code = def_rhs_code;
	      rhs1 = def_rhs1;
	      rhs2 = gimple_assign_rhs2 (def_stmt);
	      trueval = irhs2;
	      goto do_compare;
	    }
	  else
	    irhs1 = *defs.get (rhs1);
	  goto and_ior_xor;
	}
      /* FALLTHRU */
    case BIT_IOR_EXPR:
    case BIT_XOR_EXPR:
      irhs1 = *defs.get (rhs1);
      irhs2 = *defs.get (rhs2);
    and_ior_xor:
      if (TYPE_PRECISION (TREE_TYPE (irhs1))
	  != TYPE_PRECISION (TREE_TYPE (irhs2)))
	{
	  int prec1 = TYPE_PRECISION (TREE_TYPE (irhs1));
	  int prec2 = TYPE_PRECISION (TREE_TYPE (irhs2));
	  int out_prec = TYPE_PRECISION (out_type);
	  if (absu_hwi (out_prec - prec1) < absu_hwi (out_prec - prec2))
	    irhs2 = adjust_bool_pattern_cast (TREE_TYPE (irhs1), irhs2,
					      stmt_info);
	  else if (absu_hwi (out_prec - prec1) > absu_hwi (out_prec - prec2))
	    irhs1 = adjust_bool_pattern_cast (TREE_TYPE (irhs2), irhs1,
					      stmt_info);
	  else
	    {
	      irhs1 = adjust_bool_pattern_cast (out_type, irhs1, stmt_info);
	      irhs2 = adjust_bool_pattern_cast (out_type, irhs2, stmt_info);
	    }
	}
      itype = TREE_TYPE (irhs1);
      pattern_stmt
	= gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
			       rhs_code, irhs1, irhs2);
      break;

    default:
    do_compare:
      gcc_assert (TREE_CODE_CLASS (rhs_code) == tcc_comparison);
      if (TREE_CODE (TREE_TYPE (rhs1)) != INTEGER_TYPE
	  || !TYPE_UNSIGNED (TREE_TYPE (rhs1))
	  || (TYPE_PRECISION (TREE_TYPE (rhs1))
	      != GET_MODE_BITSIZE (TYPE_MODE (TREE_TYPE (rhs1)))))
	{
	  machine_mode mode = TYPE_MODE (TREE_TYPE (rhs1));
	  itype
	    = build_nonstandard_integer_type (GET_MODE_BITSIZE (mode), 1);
	}
      else
	itype = TREE_TYPE (rhs1);
      cond_expr = build2_loc (loc, rhs_code, itype, rhs1, rhs2);
      if (trueval == NULL_TREE)
	trueval = build_int_cst (itype, 1);
      else
	gcc_checking_assert (useless_type_conversion_p (itype,
							TREE_TYPE (trueval)));
      pattern_stmt
	= gimple_build_assign (vect_recog_temp_ssa_var (itype, NULL),
			       COND_EXPR, cond_expr, trueval,
			       build_int_cst (itype, 0));
      break;
    }

  gimple_set_location (pattern_stmt, loc);
  /* ???  Why does vect_mark_pattern_stmts set the vector type on all
     pattern def seq stmts instead of just letting auto-detection do
     its work?  */
  stmt_vec_info patt_vinfo = new_stmt_vec_info (pattern_stmt, stmt_info->vinfo);
  set_vinfo_for_stmt (pattern_stmt, patt_vinfo);
  STMT_VINFO_VECTYPE (patt_vinfo) = get_vectype_for_scalar_type (itype);
  append_pattern_def_seq (stmt_info, pattern_stmt);
  defs.put (var, gimple_assign_lhs (pattern_stmt));
}

/* Comparison function to qsort a vector of gimple stmts after UID.  */

static int
sort_after_uid (const void *p1, const void *p2)
{
  const gimple *stmt1 = *(const gimple * const *)p1;
  const gimple *stmt2 = *(const gimple * const *)p2;
  return gimple_uid (stmt1) - gimple_uid (stmt2);
}

/* Create pattern stmts for all stmts participating in the bool pattern
   specified by BOOL_STMT_SET and its root STMT with the desired type
   OUT_TYPE.  Return the def of the pattern root.  */

static tree
adjust_bool_stmts (hash_set <gimple *> &bool_stmt_set,
		   tree out_type, gimple *stmt)
{
  /* Gather original stmts in the bool pattern in their order of appearance
     in the IL.  */
  auto_vec<gimple *> bool_stmts (bool_stmt_set.elements ());
  for (hash_set <gimple *>::iterator i = bool_stmt_set.begin ();
       i != bool_stmt_set.end (); ++i)
    bool_stmts.quick_push (*i);
  bool_stmts.qsort (sort_after_uid);

  /* Now process them in that order, producing pattern stmts.  */
  hash_map <tree, tree> defs;
  for (unsigned i = 0; i < bool_stmts.length (); ++i)
    adjust_bool_pattern (gimple_assign_lhs (bool_stmts[i]),
			 out_type, vinfo_for_stmt (stmt), defs);

  /* Pop the last pattern seq stmt and install it as pattern root for STMT.  */
  gimple *pattern_stmt
    = gimple_seq_last_stmt (STMT_VINFO_PATTERN_DEF_SEQ (vinfo_for_stmt (stmt)));
  return gimple_assign_lhs (pattern_stmt);
}

/* Helper for search_type_for_mask.  */

static tree
search_type_for_mask_1 (tree var, vec_info *vinfo,
			hash_map<gimple *, tree> &cache)
{
  gimple *def_stmt;
  enum vect_def_type dt;
  tree rhs1;
  enum tree_code rhs_code;
  tree res = NULL_TREE, res2;

  if (TREE_CODE (var) != SSA_NAME)
    return NULL_TREE;

  if (!VECT_SCALAR_BOOLEAN_TYPE_P (TREE_TYPE (var)))
    return NULL_TREE;

  if (!vect_is_simple_use (var, vinfo, &def_stmt, &dt))
    return NULL_TREE;

  if (dt != vect_internal_def)
    return NULL_TREE;

  if (!is_gimple_assign (def_stmt))
    return NULL_TREE;

  tree *c = cache.get (def_stmt);
  if (c)
    return *c;

  rhs_code = gimple_assign_rhs_code (def_stmt);
  rhs1 = gimple_assign_rhs1 (def_stmt);

  switch (rhs_code)
    {
    case SSA_NAME:
    case BIT_NOT_EXPR:
    CASE_CONVERT:
      res = search_type_for_mask_1 (rhs1, vinfo, cache);
      break;

    case BIT_AND_EXPR:
    case BIT_IOR_EXPR:
    case BIT_XOR_EXPR:
      res = search_type_for_mask_1 (rhs1, vinfo, cache);
      res2 = search_type_for_mask_1 (gimple_assign_rhs2 (def_stmt), vinfo,
				     cache);
      if (!res || (res2 && TYPE_PRECISION (res) > TYPE_PRECISION (res2)))
	res = res2;
      break;

    default:
      if (TREE_CODE_CLASS (rhs_code) == tcc_comparison)
	{
	  tree comp_vectype, mask_type;

	  if (VECT_SCALAR_BOOLEAN_TYPE_P (TREE_TYPE (rhs1)))
	    {
	      res = search_type_for_mask_1 (rhs1, vinfo, cache);
	      res2 = search_type_for_mask_1 (gimple_assign_rhs2 (def_stmt),
					     vinfo, cache);
	      if (!res || (res2 && TYPE_PRECISION (res) > TYPE_PRECISION (res2)))
		res = res2;
	      break;
	    }

	  comp_vectype = get_vectype_for_scalar_type (TREE_TYPE (rhs1));
	  if (comp_vectype == NULL_TREE)
	    {
	      res = NULL_TREE;
	      break;
	    }

	  mask_type = get_mask_type_for_scalar_type (TREE_TYPE (rhs1));
	  if (!mask_type
	      || !expand_vec_cmp_expr_p (comp_vectype, mask_type, rhs_code))
	    {
	      res = NULL_TREE;
	      break;
	    }

	  if (TREE_CODE (TREE_TYPE (rhs1)) != INTEGER_TYPE
	      || !TYPE_UNSIGNED (TREE_TYPE (rhs1)))
	    {
	      machine_mode mode = TYPE_MODE (TREE_TYPE (rhs1));
	      res = build_nonstandard_integer_type (GET_MODE_BITSIZE (mode), 1);
	    }
	  else
	    res = TREE_TYPE (rhs1);
	}
    }

  cache.put (def_stmt, res);
  return res;
}

/* Return the proper type for converting bool VAR into
   an integer value or NULL_TREE if no such type exists.
   The type is chosen so that converted value has the
   same number of elements as VAR's vector type.  */

static tree
search_type_for_mask (tree var, vec_info *vinfo)
{
  hash_map<gimple *, tree> cache;
  return search_type_for_mask_1 (var, vinfo, cache);
}

/* Function vect_recog_bool_pattern

   Try to find pattern like following:

     bool a_b, b_b, c_b, d_b, e_b;
     TYPE f_T;
   loop:
     S1  a_b = x1 CMP1 y1;
     S2  b_b = x2 CMP2 y2;
     S3  c_b = a_b & b_b;
     S4  d_b = x3 CMP3 y3;
     S5  e_b = c_b | d_b;
     S6  f_T = (TYPE) e_b;

   where type 'TYPE' is an integral type.  Or a similar pattern
   ending in

     S6  f_Y = e_b ? r_Y : s_Y;

   as results from if-conversion of a complex condition.

   Input:

   * LAST_STMT: A stmt at the end from which the pattern
		search begins, i.e. cast of a bool to
		an integer type.

   Output:

   * TYPE_IN: The type of the input arguments to the pattern.

   * TYPE_OUT: The type of the output of this pattern.

   * Return value: A new stmt that will be used to replace the pattern.

	Assuming size of TYPE is the same as size of all comparisons
	(otherwise some casts would be added where needed), the above
	sequence we create related pattern stmts:
	S1'  a_T = x1 CMP1 y1 ? 1 : 0;
	S3'  c_T = x2 CMP2 y2 ? a_T : 0;
	S4'  d_T = x3 CMP3 y3 ? 1 : 0;
	S5'  e_T = c_T | d_T;
	S6'  f_T = e_T;

	Instead of the above S3' we could emit:
	S2'  b_T = x2 CMP2 y2 ? 1 : 0;
	S3'  c_T = a_T | b_T;
	but the above is more efficient.  */

static gimple *
vect_recog_bool_pattern (vec<gimple *> *stmts, tree *type_in,
			 tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  enum tree_code rhs_code;
  tree var, lhs, rhs, vectype;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  stmt_vec_info new_stmt_info;
  vec_info *vinfo = stmt_vinfo->vinfo;
  gimple *pattern_stmt;

  if (!is_gimple_assign (last_stmt))
    return NULL;

  var = gimple_assign_rhs1 (last_stmt);
  lhs = gimple_assign_lhs (last_stmt);

  if (!VECT_SCALAR_BOOLEAN_TYPE_P (TREE_TYPE (var)))
    return NULL;

  hash_set<gimple *> bool_stmts;

  rhs_code = gimple_assign_rhs_code (last_stmt);
  if (CONVERT_EXPR_CODE_P (rhs_code))
    {
      if (TREE_CODE (TREE_TYPE (lhs)) != INTEGER_TYPE
	  || TYPE_PRECISION (TREE_TYPE (lhs)) == 1)
	return NULL;
      vectype = get_vectype_for_scalar_type (TREE_TYPE (lhs));
      if (vectype == NULL_TREE)
	return NULL;

      if (check_bool_pattern (var, vinfo, bool_stmts))
	{
	  rhs = adjust_bool_stmts (bool_stmts, TREE_TYPE (lhs), last_stmt);
	  lhs = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
	  if (useless_type_conversion_p (TREE_TYPE (lhs), TREE_TYPE (rhs)))
	    pattern_stmt = gimple_build_assign (lhs, SSA_NAME, rhs);
	  else
	    pattern_stmt
	      = gimple_build_assign (lhs, NOP_EXPR, rhs);
	}
      else
	{
	  tree type = search_type_for_mask (var, vinfo);
	  tree cst0, cst1, tmp;

	  if (!type)
	    return NULL;

	  /* We may directly use cond with narrowed type to avoid
	     multiple cond exprs with following result packing and
	     perform single cond with packed mask instead.  In case
	     of widening we better make cond first and then extract
	     results.  */
	  if (TYPE_MODE (type) == TYPE_MODE (TREE_TYPE (lhs)))
	    type = TREE_TYPE (lhs);

	  cst0 = build_int_cst (type, 0);
	  cst1 = build_int_cst (type, 1);
	  tmp = vect_recog_temp_ssa_var (type, NULL);
	  pattern_stmt = gimple_build_assign (tmp, COND_EXPR, var, cst1, cst0);

	  if (!useless_type_conversion_p (type, TREE_TYPE (lhs)))
	    {
	      tree new_vectype = get_vectype_for_scalar_type (type);
	      new_stmt_info = new_stmt_vec_info (pattern_stmt, vinfo);
	      set_vinfo_for_stmt (pattern_stmt, new_stmt_info);
	      STMT_VINFO_VECTYPE (new_stmt_info) = new_vectype;
	      new_pattern_def_seq (stmt_vinfo, pattern_stmt);

	      lhs = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
	      pattern_stmt = gimple_build_assign (lhs, CONVERT_EXPR, tmp);
	    }
	}

      *type_out = vectype;
      *type_in = vectype;
      stmts->safe_push (last_stmt);
      if (dump_enabled_p ())
	dump_printf_loc (MSG_NOTE, vect_location,
                         "vect_recog_bool_pattern: detected:\n");

      return pattern_stmt;
    }
  else if (rhs_code == COND_EXPR
	   && TREE_CODE (var) == SSA_NAME)
    {
      vectype = get_vectype_for_scalar_type (TREE_TYPE (lhs));
      if (vectype == NULL_TREE)
	return NULL;

      /* Build a scalar type for the boolean result that when
         vectorized matches the vector type of the result in
	 size and number of elements.  */
      unsigned prec
	= wi::udiv_trunc (TYPE_SIZE (vectype),
			  TYPE_VECTOR_SUBPARTS (vectype)).to_uhwi ();
      tree type
	= build_nonstandard_integer_type (prec,
					  TYPE_UNSIGNED (TREE_TYPE (var)));
      if (get_vectype_for_scalar_type (type) == NULL_TREE)
	return NULL;

      if (!check_bool_pattern (var, vinfo, bool_stmts))
	return NULL;

      rhs = adjust_bool_stmts (bool_stmts, type, last_stmt);

      lhs = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
      pattern_stmt 
	  = gimple_build_assign (lhs, COND_EXPR,
				 build2 (NE_EXPR, boolean_type_node,
					 rhs, build_int_cst (type, 0)),
				 gimple_assign_rhs2 (last_stmt),
				 gimple_assign_rhs3 (last_stmt));
      *type_out = vectype;
      *type_in = vectype;
      stmts->safe_push (last_stmt);
      if (dump_enabled_p ())
	dump_printf_loc (MSG_NOTE, vect_location,
                         "vect_recog_bool_pattern: detected:\n");

      return pattern_stmt;
    }
  else if (rhs_code == SSA_NAME
	   && STMT_VINFO_DATA_REF (stmt_vinfo))
    {
      stmt_vec_info pattern_stmt_info;
      vectype = STMT_VINFO_VECTYPE (stmt_vinfo);
      gcc_assert (vectype != NULL_TREE);
      if (!VECTOR_MODE_P (TYPE_MODE (vectype)))
	return NULL;

      if (check_bool_pattern (var, vinfo, bool_stmts))
	rhs = adjust_bool_stmts (bool_stmts, TREE_TYPE (vectype), last_stmt);
      else
	{
	  tree type = search_type_for_mask (var, vinfo);
	  tree cst0, cst1, new_vectype;

	  if (!type)
	    return NULL;

	  if (TYPE_MODE (type) == TYPE_MODE (TREE_TYPE (vectype)))
	    type = TREE_TYPE (vectype);

	  cst0 = build_int_cst (type, 0);
	  cst1 = build_int_cst (type, 1);
	  new_vectype = get_vectype_for_scalar_type (type);

	  rhs = vect_recog_temp_ssa_var (type, NULL);
	  pattern_stmt = gimple_build_assign (rhs, COND_EXPR, var, cst1, cst0);

	  pattern_stmt_info = new_stmt_vec_info (pattern_stmt, vinfo);
	  set_vinfo_for_stmt (pattern_stmt, pattern_stmt_info);
	  STMT_VINFO_VECTYPE (pattern_stmt_info) = new_vectype;
	  append_pattern_def_seq (stmt_vinfo, pattern_stmt);
	}

      lhs = build1 (VIEW_CONVERT_EXPR, TREE_TYPE (vectype), lhs);
      if (!useless_type_conversion_p (TREE_TYPE (lhs), TREE_TYPE (rhs)))
	{
	  tree rhs2 = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
	  gimple *cast_stmt = gimple_build_assign (rhs2, NOP_EXPR, rhs);
	  append_pattern_def_seq (stmt_vinfo, cast_stmt);
	  rhs = rhs2;
	}
      pattern_stmt = gimple_build_assign (lhs, SSA_NAME, rhs);
      pattern_stmt_info = new_stmt_vec_info (pattern_stmt, vinfo);
      set_vinfo_for_stmt (pattern_stmt, pattern_stmt_info);
      STMT_VINFO_DATA_REF (pattern_stmt_info)
	= STMT_VINFO_DATA_REF (stmt_vinfo);
      STMT_VINFO_DR_WRT_VEC_LOOP (pattern_stmt_info)
	= STMT_VINFO_DR_WRT_VEC_LOOP (stmt_vinfo);
      DR_STMT (STMT_VINFO_DATA_REF (stmt_vinfo)) = pattern_stmt;
      *type_out = vectype;
      *type_in = vectype;
      stmts->safe_push (last_stmt);
      if (dump_enabled_p ())
	dump_printf_loc (MSG_NOTE, vect_location,
                         "vect_recog_bool_pattern: detected:\n");
      return pattern_stmt;
    }
  else
    return NULL;
}


/* A helper for vect_recog_mask_conversion_pattern.  Build
   conversion of MASK to a type suitable for masking VECTYPE.
   Built statement gets required vectype and is appended to
   a pattern sequence of STMT_VINFO.

   Return converted mask.  */

static tree
build_mask_conversion (tree mask, tree vectype, stmt_vec_info stmt_vinfo,
		       vec_info *vinfo)
{
  gimple *stmt;
  tree masktype, tmp;
  stmt_vec_info new_stmt_info;

  masktype = build_same_sized_truth_vector_type (vectype);
  tmp = vect_recog_temp_ssa_var (TREE_TYPE (masktype), NULL);
  stmt = gimple_build_assign (tmp, CONVERT_EXPR, mask);
  new_stmt_info = new_stmt_vec_info (stmt, vinfo);
  set_vinfo_for_stmt (stmt, new_stmt_info);
  STMT_VINFO_VECTYPE (new_stmt_info) = masktype;
  append_pattern_def_seq (stmt_vinfo, stmt);

  return tmp;
}


/* Function vect_recog_mask_conversion_pattern

   Try to find statements which require boolean type
   converison.  Additional conversion statements are
   added to handle such cases.  For example:

   bool m_1, m_2, m_3;
   int i_4, i_5;
   double d_6, d_7;
   char c_1, c_2, c_3;

   S1   m_1 = i_4 > i_5;
   S2   m_2 = d_6 < d_7;
   S3   m_3 = m_1 & m_2;
   S4   c_1 = m_3 ? c_2 : c_3;

   Will be transformed into:

   S1   m_1 = i_4 > i_5;
   S2   m_2 = d_6 < d_7;
   S3'' m_2' = (_Bool[bitsize=32])m_2
   S3'  m_3' = m_1 & m_2';
   S4'' m_3'' = (_Bool[bitsize=8])m_3'
   S4'  c_1' = m_3'' ? c_2 : c_3;  */

static gimple *
vect_recog_mask_conversion_pattern (vec<gimple *> *stmts, tree *type_in,
				    tree *type_out)
{
  gimple *last_stmt = stmts->pop ();
  enum tree_code rhs_code;
  tree lhs = NULL_TREE, rhs1, rhs2, tmp, rhs1_type, rhs2_type;
  tree vectype1, vectype2;
  stmt_vec_info stmt_vinfo = vinfo_for_stmt (last_stmt);
  stmt_vec_info pattern_stmt_info;
  vec_info *vinfo = stmt_vinfo->vinfo;
  gimple *pattern_stmt;

  /* Check for MASK_LOAD ans MASK_STORE calls requiring mask conversion.  */
  if (is_gimple_call (last_stmt)
      && gimple_call_internal_p (last_stmt)
      && (gimple_call_internal_fn (last_stmt) == IFN_MASK_STORE
	  || gimple_call_internal_fn (last_stmt) == IFN_MASK_LOAD))
    {
      bool load = (gimple_call_internal_fn (last_stmt) == IFN_MASK_LOAD);

      if (load)
	{
	  lhs = gimple_call_lhs (last_stmt);
	  vectype1 = get_vectype_for_scalar_type (TREE_TYPE (lhs));
	}
      else
	{
	  rhs2 = gimple_call_arg (last_stmt, 3);
	  vectype1 = get_vectype_for_scalar_type (TREE_TYPE (rhs2));
	}

      rhs1 = gimple_call_arg (last_stmt, 2);
      rhs1_type = search_type_for_mask (rhs1, vinfo);
      if (!rhs1_type)
	return NULL;
      vectype2 = get_mask_type_for_scalar_type (rhs1_type);

      if (!vectype1 || !vectype2
	  || TYPE_VECTOR_SUBPARTS (vectype1) == TYPE_VECTOR_SUBPARTS (vectype2))
	return NULL;

      tmp = build_mask_conversion (rhs1, vectype1, stmt_vinfo, vinfo);

      if (load)
	{
	  lhs = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
	  pattern_stmt
	    = gimple_build_call_internal (IFN_MASK_LOAD, 3,
					  gimple_call_arg (last_stmt, 0),
					  gimple_call_arg (last_stmt, 1),
					  tmp);
	  gimple_call_set_lhs (pattern_stmt, lhs);
	}
      else
	  pattern_stmt
	    = gimple_build_call_internal (IFN_MASK_STORE, 4,
					  gimple_call_arg (last_stmt, 0),
					  gimple_call_arg (last_stmt, 1),
					  tmp,
					  gimple_call_arg (last_stmt, 3));


      pattern_stmt_info = new_stmt_vec_info (pattern_stmt, vinfo);
      set_vinfo_for_stmt (pattern_stmt, pattern_stmt_info);
      STMT_VINFO_DATA_REF (pattern_stmt_info)
	= STMT_VINFO_DATA_REF (stmt_vinfo);
      STMT_VINFO_DR_WRT_VEC_LOOP (pattern_stmt_info)
	= STMT_VINFO_DR_WRT_VEC_LOOP (stmt_vinfo);
      DR_STMT (STMT_VINFO_DATA_REF (stmt_vinfo)) = pattern_stmt;

      *type_out = vectype1;
      *type_in = vectype1;
      stmts->safe_push (last_stmt);
      if (dump_enabled_p ())
	dump_printf_loc (MSG_NOTE, vect_location,
                         "vect_recog_mask_conversion_pattern: detected:\n");

      return pattern_stmt;
    }

  if (!is_gimple_assign (last_stmt))
    return NULL;

  lhs = gimple_assign_lhs (last_stmt);
  rhs1 = gimple_assign_rhs1 (last_stmt);
  rhs_code = gimple_assign_rhs_code (last_stmt);

  /* Check for cond expression requiring mask conversion.  */
  if (rhs_code == COND_EXPR)
    {
      /* vect_recog_mixed_size_cond_pattern could apply.
	 Do nothing then.  */
      if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
	return NULL;

      vectype1 = get_vectype_for_scalar_type (TREE_TYPE (lhs));

      if (TREE_CODE (rhs1) == SSA_NAME)
	{
	  rhs1_type = search_type_for_mask (rhs1, vinfo);
	  if (!rhs1_type)
	    return NULL;
	}
      else if (COMPARISON_CLASS_P (rhs1))
	rhs1_type = TREE_TYPE (TREE_OPERAND (rhs1, 0));
      else
	return NULL;

      vectype2 = get_mask_type_for_scalar_type (rhs1_type);

      if (!vectype1 || !vectype2
	  || TYPE_VECTOR_SUBPARTS (vectype1) == TYPE_VECTOR_SUBPARTS (vectype2))
	return NULL;

      /* If rhs1 is a comparison we need to move it into a
	 separate statement.  */
      if (TREE_CODE (rhs1) != SSA_NAME)
	{
	  tmp = vect_recog_temp_ssa_var (TREE_TYPE (rhs1), NULL);
	  pattern_stmt = gimple_build_assign (tmp, rhs1);
	  rhs1 = tmp;

	  pattern_stmt_info = new_stmt_vec_info (pattern_stmt, vinfo);
	  set_vinfo_for_stmt (pattern_stmt, pattern_stmt_info);
	  STMT_VINFO_VECTYPE (pattern_stmt_info) = vectype2;
	  append_pattern_def_seq (stmt_vinfo, pattern_stmt);
	}

      tmp = build_mask_conversion (rhs1, vectype1, stmt_vinfo, vinfo);

      lhs = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
      pattern_stmt = gimple_build_assign (lhs, COND_EXPR, tmp,
					  gimple_assign_rhs2 (last_stmt),
					  gimple_assign_rhs3 (last_stmt));

      *type_out = vectype1;
      *type_in = vectype1;
      stmts->safe_push (last_stmt);
      if (dump_enabled_p ())
	dump_printf_loc (MSG_NOTE, vect_location,
                         "vect_recog_mask_conversion_pattern: detected:\n");

      return pattern_stmt;
    }

  /* Now check for binary boolean operations requiring conversion for
     one of operands.  */
  if (!VECT_SCALAR_BOOLEAN_TYPE_P (TREE_TYPE (lhs)))
    return NULL;

  if (rhs_code != BIT_IOR_EXPR
      && rhs_code != BIT_XOR_EXPR
      && rhs_code != BIT_AND_EXPR
      && TREE_CODE_CLASS (rhs_code) != tcc_comparison)
    return NULL;

  rhs2 = gimple_assign_rhs2 (last_stmt);

  rhs1_type = search_type_for_mask (rhs1, vinfo);
  rhs2_type = search_type_for_mask (rhs2, vinfo);

  if (!rhs1_type || !rhs2_type
      || TYPE_PRECISION (rhs1_type) == TYPE_PRECISION (rhs2_type))
    return NULL;

  if (TYPE_PRECISION (rhs1_type) < TYPE_PRECISION (rhs2_type))
    {
      vectype1 = get_mask_type_for_scalar_type (rhs1_type);
      if (!vectype1)
	return NULL;
      rhs2 = build_mask_conversion (rhs2, vectype1, stmt_vinfo, vinfo);
    }
  else
    {
      vectype1 = get_mask_type_for_scalar_type (rhs2_type);
      if (!vectype1)
	return NULL;
      rhs1 = build_mask_conversion (rhs1, vectype1, stmt_vinfo, vinfo);
    }

  lhs = vect_recog_temp_ssa_var (TREE_TYPE (lhs), NULL);
  pattern_stmt = gimple_build_assign (lhs, rhs_code, rhs1, rhs2);

  *type_out = vectype1;
  *type_in = vectype1;
  stmts->safe_push (last_stmt);
  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
		     "vect_recog_mask_conversion_pattern: detected:\n");

  return pattern_stmt;
}


/* Mark statements that are involved in a pattern.  */

static inline void
vect_mark_pattern_stmts (gimple *orig_stmt, gimple *pattern_stmt,
                         tree pattern_vectype)
{
  stmt_vec_info pattern_stmt_info, def_stmt_info;
  stmt_vec_info orig_stmt_info = vinfo_for_stmt (orig_stmt);
  vec_info *vinfo = orig_stmt_info->vinfo;
  gimple *def_stmt;

  pattern_stmt_info = vinfo_for_stmt (pattern_stmt);
  if (pattern_stmt_info == NULL)
    {
      pattern_stmt_info = new_stmt_vec_info (pattern_stmt, vinfo);
      set_vinfo_for_stmt (pattern_stmt, pattern_stmt_info);
    }
  gimple_set_bb (pattern_stmt, gimple_bb (orig_stmt));

  STMT_VINFO_RELATED_STMT (pattern_stmt_info) = orig_stmt;
  STMT_VINFO_DEF_TYPE (pattern_stmt_info)
    = STMT_VINFO_DEF_TYPE (orig_stmt_info);
  STMT_VINFO_VECTYPE (pattern_stmt_info) = pattern_vectype;
  STMT_VINFO_IN_PATTERN_P (orig_stmt_info) = true;
  STMT_VINFO_RELATED_STMT (orig_stmt_info) = pattern_stmt;
  STMT_VINFO_PATTERN_DEF_SEQ (pattern_stmt_info)
    = STMT_VINFO_PATTERN_DEF_SEQ (orig_stmt_info);
  if (STMT_VINFO_PATTERN_DEF_SEQ (pattern_stmt_info))
    {
      gimple_stmt_iterator si;
      for (si = gsi_start (STMT_VINFO_PATTERN_DEF_SEQ (pattern_stmt_info));
	   !gsi_end_p (si); gsi_next (&si))
	{
	  def_stmt = gsi_stmt (si);
	  def_stmt_info = vinfo_for_stmt (def_stmt);
	  if (def_stmt_info == NULL)
	    {
	      def_stmt_info = new_stmt_vec_info (def_stmt, vinfo);
	      set_vinfo_for_stmt (def_stmt, def_stmt_info);
	    }
	  gimple_set_bb (def_stmt, gimple_bb (orig_stmt));
	  STMT_VINFO_RELATED_STMT (def_stmt_info) = orig_stmt;
	  STMT_VINFO_DEF_TYPE (def_stmt_info) = vect_internal_def;
	  if (STMT_VINFO_VECTYPE (def_stmt_info) == NULL_TREE)
	    STMT_VINFO_VECTYPE (def_stmt_info) = pattern_vectype;
	}
    }
}

/* Function vect_pattern_recog_1

   Input:
   PATTERN_RECOG_FUNC: A pointer to a function that detects a certain
        computation pattern.
   STMT: A stmt from which the pattern search should start.

   If PATTERN_RECOG_FUNC successfully detected the pattern, it creates an
   expression that computes the same functionality and can be used to
   replace the sequence of stmts that are involved in the pattern.

   Output:
   This function checks if the expression returned by PATTERN_RECOG_FUNC is
   supported in vector form by the target.  We use 'TYPE_IN' to obtain the
   relevant vector type. If 'TYPE_IN' is already a vector type, then this
   indicates that target support had already been checked by PATTERN_RECOG_FUNC.
   If 'TYPE_OUT' is also returned by PATTERN_RECOG_FUNC, we check that it fits
   to the available target pattern.

   This function also does some bookkeeping, as explained in the documentation
   for vect_recog_pattern.  */

static bool
vect_pattern_recog_1 (vect_recog_func *recog_func,
		      gimple_stmt_iterator si,
		      vec<gimple *> *stmts_to_replace)
{
  gimple *stmt = gsi_stmt (si), *pattern_stmt;
  stmt_vec_info stmt_info;
  loop_vec_info loop_vinfo;
  tree pattern_vectype;
  tree type_in, type_out;
  enum tree_code code;
  int i;
  gimple *next;

  stmts_to_replace->truncate (0);
  stmts_to_replace->quick_push (stmt);
  pattern_stmt = recog_func->fn (stmts_to_replace, &type_in, &type_out);
  if (!pattern_stmt)
    return false;

  stmt = stmts_to_replace->last ();
  stmt_info = vinfo_for_stmt (stmt);
  loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
 
  if (VECTOR_BOOLEAN_TYPE_P (type_in)
      || VECTOR_MODE_P (TYPE_MODE (type_in)))
    {
      /* No need to check target support (already checked by the pattern
         recognition function).  */
      pattern_vectype = type_out ? type_out : type_in;
    }
  else
    {
      machine_mode vec_mode;
      enum insn_code icode;
      optab optab;

      /* Check target support  */
      type_in = get_vectype_for_scalar_type (type_in);
      if (!type_in)
	return false;
      if (type_out)
	type_out = get_vectype_for_scalar_type (type_out);
      else
	type_out = type_in;
      if (!type_out)
	return false;
      pattern_vectype = type_out;

      if (is_gimple_assign (pattern_stmt))
	code = gimple_assign_rhs_code (pattern_stmt);
      else
        {
	  gcc_assert (is_gimple_call (pattern_stmt));
	  code = CALL_EXPR;
	}

      optab = optab_for_tree_code (code, type_in, optab_default);
      vec_mode = TYPE_MODE (type_in);
      if (!optab
          || (icode = optab_handler (optab, vec_mode)) == CODE_FOR_nothing
          || (insn_data[icode].operand[0].mode != TYPE_MODE (type_out)))
	return false;
    }

  /* Found a vectorizable pattern.  */
  if (dump_enabled_p ())
    {
      dump_printf_loc (MSG_NOTE, vect_location,
                       "%s pattern recognized: ", recog_func->name);
      dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
    }

  /* Mark the stmts that are involved in the pattern. */
  vect_mark_pattern_stmts (stmt, pattern_stmt, pattern_vectype);

  /* Patterns cannot be vectorized using SLP, because they change the order of
     computation.  */
  if (loop_vinfo)
    FOR_EACH_VEC_ELT (LOOP_VINFO_REDUCTIONS (loop_vinfo), i, next)
      if (next == stmt)
        LOOP_VINFO_REDUCTIONS (loop_vinfo).ordered_remove (i);

  /* It is possible that additional pattern stmts are created and inserted in
     STMTS_TO_REPLACE.  We create a stmt_info for each of them, and mark the
     relevant statements.  */
  for (i = 0; stmts_to_replace->iterate (i, &stmt)
	      && (unsigned) i < (stmts_to_replace->length () - 1);
       i++)
    {
      stmt_info = vinfo_for_stmt (stmt);
      pattern_stmt = STMT_VINFO_RELATED_STMT (stmt_info);
      if (dump_enabled_p ())
        {
          dump_printf_loc (MSG_NOTE, vect_location,
                           "additional pattern stmt: ");
          dump_gimple_stmt (MSG_NOTE, TDF_SLIM, pattern_stmt, 0);
        }

      vect_mark_pattern_stmts (stmt, pattern_stmt, NULL_TREE);
    }

  return true;
}


/* Function vect_pattern_recog

   Input:
   LOOP_VINFO - a struct_loop_info of a loop in which we want to look for
        computation idioms.

   Output - for each computation idiom that is detected we create a new stmt
        that provides the same functionality and that can be vectorized.  We
        also record some information in the struct_stmt_info of the relevant
        stmts, as explained below:

   At the entry to this function we have the following stmts, with the
   following initial value in the STMT_VINFO fields:

         stmt                     in_pattern_p  related_stmt    vec_stmt
         S1: a_i = ....                 -       -               -
         S2: a_2 = ..use(a_i)..         -       -               -
         S3: a_1 = ..use(a_2)..         -       -               -
         S4: a_0 = ..use(a_1)..         -       -               -
         S5: ... = ..use(a_0)..         -       -               -

   Say the sequence {S1,S2,S3,S4} was detected as a pattern that can be
   represented by a single stmt.  We then:
   - create a new stmt S6 equivalent to the pattern (the stmt is not
     inserted into the code)
   - fill in the STMT_VINFO fields as follows:

                                  in_pattern_p  related_stmt    vec_stmt
         S1: a_i = ....                 -       -               -
         S2: a_2 = ..use(a_i)..         -       -               -
         S3: a_1 = ..use(a_2)..         -       -               -
         S4: a_0 = ..use(a_1)..         true    S6              -
          '---> S6: a_new = ....        -       S4              -
         S5: ... = ..use(a_0)..         -       -               -

   (the last stmt in the pattern (S4) and the new pattern stmt (S6) point
   to each other through the RELATED_STMT field).

   S6 will be marked as relevant in vect_mark_stmts_to_be_vectorized instead
   of S4 because it will replace all its uses.  Stmts {S1,S2,S3} will
   remain irrelevant unless used by stmts other than S4.

   If vectorization succeeds, vect_transform_stmt will skip over {S1,S2,S3}
   (because they are marked as irrelevant).  It will vectorize S6, and record
   a pointer to the new vector stmt VS6 from S6 (as usual).
   S4 will be skipped, and S5 will be vectorized as usual:

                                  in_pattern_p  related_stmt    vec_stmt
         S1: a_i = ....                 -       -               -
         S2: a_2 = ..use(a_i)..         -       -               -
         S3: a_1 = ..use(a_2)..         -       -               -
       > VS6: va_new = ....             -       -               -
         S4: a_0 = ..use(a_1)..         true    S6              VS6
          '---> S6: a_new = ....        -       S4              VS6
       > VS5: ... = ..vuse(va_new)..    -       -               -
         S5: ... = ..use(a_0)..         -       -               -

   DCE could then get rid of {S1,S2,S3,S4,S5} (if their defs are not used
   elsewhere), and we'll end up with:

        VS6: va_new = ....
        VS5: ... = ..vuse(va_new)..

   In case of more than one pattern statements, e.g., widen-mult with
   intermediate type:

     S1  a_t = ;
     S2  a_T = (TYPE) a_t;
           '--> S3: a_it = (interm_type) a_t;
     S4  prod_T = a_T * CONST;
           '--> S5: prod_T' = a_it w* CONST;

   there may be other users of a_T outside the pattern.  In that case S2 will
   be marked as relevant (as well as S3), and both S2 and S3 will be analyzed
   and vectorized.  The vector stmt VS2 will be recorded in S2, and VS3 will
   be recorded in S3.  */

void
vect_pattern_recog (vec_info *vinfo)
{
  struct loop *loop;
  basic_block *bbs;
  unsigned int nbbs;
  gimple_stmt_iterator si;
  unsigned int i, j;
  auto_vec<gimple *, 1> stmts_to_replace;
  gimple *stmt;

  if (dump_enabled_p ())
    dump_printf_loc (MSG_NOTE, vect_location,
                     "=== vect_pattern_recog ===\n");

  if (loop_vec_info loop_vinfo = dyn_cast <loop_vec_info> (vinfo))
    {
      loop = LOOP_VINFO_LOOP (loop_vinfo);
      bbs = LOOP_VINFO_BBS (loop_vinfo);
      nbbs = loop->num_nodes;

      /* Scan through the loop stmts, applying the pattern recognition
	 functions starting at each stmt visited:  */
      for (i = 0; i < nbbs; i++)
	{
	  basic_block bb = bbs[i];
	  for (si = gsi_start_bb (bb); !gsi_end_p (si); gsi_next (&si))
	    {
	      /* Scan over all generic vect_recog_xxx_pattern functions.  */
	      for (j = 0; j < NUM_PATTERNS; j++)
		if (vect_pattern_recog_1 (&vect_vect_recog_func_ptrs[j], si,
					  &stmts_to_replace))
		  break;
	    }
	}
    }
  else
    {
      bb_vec_info bb_vinfo = as_a <bb_vec_info> (vinfo);
      for (si = bb_vinfo->region_begin;
	   gsi_stmt (si) != gsi_stmt (bb_vinfo->region_end); gsi_next (&si))
	{
	  if ((stmt = gsi_stmt (si))
	      && vinfo_for_stmt (stmt)
	      && !STMT_VINFO_VECTORIZABLE (vinfo_for_stmt (stmt)))
	    continue;

	  /* Scan over all generic vect_recog_xxx_pattern functions.  */
	  for (j = 0; j < NUM_PATTERNS; j++)
	    if (vect_pattern_recog_1 (&vect_vect_recog_func_ptrs[j], si,
				      &stmts_to_replace))
	      break;
	}
    }
}