Optionally pick the cheapest loop_vec_info

This patch adds a mode in which the vectoriser tries each available
base vector mode and picks the one with the lowest cost.  The new
behaviour is selected by autovectorize_vector_modes.

The patch keeps the current behaviour of preferring a VF of
loop->simdlen over any larger or smaller VF, regardless of costs
or target preferences.

2019-11-16  Richard Sandiford  <richard.sandiford@arm.com>

gcc/
	* target.h (VECT_COMPARE_COSTS): New constant.
	* target.def (autovectorize_vector_modes): Return a bitmask of flags.
	* doc/tm.texi: Regenerate.
	* targhooks.h (default_autovectorize_vector_modes): Update accordingly.
	* targhooks.c (default_autovectorize_vector_modes): Likewise.
	* config/aarch64/aarch64.c (aarch64_autovectorize_vector_modes):
	Likewise.
	* config/arc/arc.c (arc_autovectorize_vector_modes): Likewise.
	* config/arm/arm.c (arm_autovectorize_vector_modes): Likewise.
	* config/i386/i386.c (ix86_autovectorize_vector_modes): Likewise.
	* config/mips/mips.c (mips_autovectorize_vector_modes): Likewise.
	* tree-vectorizer.h (_loop_vec_info::vec_outside_cost)
	(_loop_vec_info::vec_inside_cost): New member variables.
	* tree-vect-loop.c (_loop_vec_info::_loop_vec_info): Initialize them.
	(vect_better_loop_vinfo_p, vect_joust_loop_vinfos): New functions.
	(vect_analyze_loop): When autovectorize_vector_modes returns
	VECT_COMPARE_COSTS, try vectorizing the loop with each available
	vector mode and picking the one with the lowest cost.
	(vect_estimate_min_profitable_iters): Record the computed costs
	in the loop_vec_info.


git-svn-id: https://gcc.gnu.org/svn/gcc/trunk@278336 138bc75d-0d04-0410-961f-82ee72b054a4

13 files changed, 219 insertions, 19 deletions

diff --git a/gcc/ChangeLog b/gcc/ChangeLog
index 7d48dbc69a6..f809def56c4 100644
--- a/gcc/ChangeLog
+++ b/gcc/ChangeLog
@@ -1,5 +1,28 @@
 2019-11-16  Richard Sandiford  <richard.sandiford@arm.com>
 
+	* target.h (VECT_COMPARE_COSTS): New constant.
+	* target.def (autovectorize_vector_modes): Return a bitmask of flags.
+	* doc/tm.texi: Regenerate.
+	* targhooks.h (default_autovectorize_vector_modes): Update accordingly.
+	* targhooks.c (default_autovectorize_vector_modes): Likewise.
+	* config/aarch64/aarch64.c (aarch64_autovectorize_vector_modes):
+	Likewise.
+	* config/arc/arc.c (arc_autovectorize_vector_modes): Likewise.
+	* config/arm/arm.c (arm_autovectorize_vector_modes): Likewise.
+	* config/i386/i386.c (ix86_autovectorize_vector_modes): Likewise.
+	* config/mips/mips.c (mips_autovectorize_vector_modes): Likewise.
+	* tree-vectorizer.h (_loop_vec_info::vec_outside_cost)
+	(_loop_vec_info::vec_inside_cost): New member variables.
+	* tree-vect-loop.c (_loop_vec_info::_loop_vec_info): Initialize them.
+	(vect_better_loop_vinfo_p, vect_joust_loop_vinfos): New functions.
+	(vect_analyze_loop): When autovectorize_vector_modes returns
+	VECT_COMPARE_COSTS, try vectorizing the loop with each available
+	vector mode and picking the one with the lowest cost.
+	(vect_estimate_min_profitable_iters): Record the computed costs
+	in the loop_vec_info.
+
+2019-11-16  Richard Sandiford  <richard.sandiford@arm.com>
+
 	* tree-vectorizer.h (can_duplicate_and_interleave_p): Take an
 	element type rather than an element mode.
 	* tree-vect-slp.c (can_duplicate_and_interleave_p): Likewise.
diff --git a/gcc/config/aarch64/aarch64.c b/gcc/config/aarch64/aarch64.c
index ec0643daaa5..e2251a2ef32 100644
--- a/gcc/config/aarch64/aarch64.c
+++ b/gcc/config/aarch64/aarch64.c
@@ -15935,7 +15935,7 @@ aarch64_preferred_simd_mode (scalar_mode mode)
 
 /* Return a list of possible vector sizes for the vectorizer
    to iterate over.  */
-static void
+static unsigned int
 aarch64_autovectorize_vector_modes (vector_modes *modes, bool)
 {
   if (TARGET_SVE)
@@ -15961,6 +15961,8 @@ aarch64_autovectorize_vector_modes (vector_modes *modes, bool)
      TODO: We could similarly support limited forms of V2QImode and V2HImode
      for this case.  */
   modes->safe_push (V2SImode);
+
+  return 0;
 }
 
 /* Implement TARGET_MANGLE_TYPE.  */
diff --git a/gcc/config/arc/arc.c b/gcc/config/arc/arc.c
index f48f102f90d..115500e56da 100644
--- a/gcc/config/arc/arc.c
+++ b/gcc/config/arc/arc.c
@@ -609,7 +609,7 @@ arc_preferred_simd_mode (scalar_mode mode)
 /* Implements target hook
    TARGET_VECTORIZE_AUTOVECTORIZE_VECTOR_MODES.  */
 
-static void
+static unsigned int
 arc_autovectorize_vector_modes (vector_modes *modes, bool)
 {
   if (TARGET_PLUS_QMACW)
@@ -617,6 +617,7 @@ arc_autovectorize_vector_modes (vector_modes *modes, bool)
       modes->quick_push (V4HImode);
       modes->quick_push (V2HImode);
     }
+  return 0;
 }
 
 
diff --git a/gcc/config/arm/arm.c b/gcc/config/arm/arm.c
index 70a20f7646c..1fd30c238cd 100644
--- a/gcc/config/arm/arm.c
+++ b/gcc/config/arm/arm.c
@@ -288,7 +288,7 @@ static bool arm_builtin_support_vector_misalignment (machine_mode mode,
 static void arm_conditional_register_usage (void);
 static enum flt_eval_method arm_excess_precision (enum excess_precision_type);
 static reg_class_t arm_preferred_rename_class (reg_class_t rclass);
-static void arm_autovectorize_vector_modes (vector_modes *, bool);
+static unsigned int arm_autovectorize_vector_modes (vector_modes *, bool);
 static int arm_default_branch_cost (bool, bool);
 static int arm_cortex_a5_branch_cost (bool, bool);
 static int arm_cortex_m_branch_cost (bool, bool);
@@ -29015,7 +29015,7 @@ arm_vector_alignment (const_tree type)
   return align;
 }
 
-static void
+static unsigned int
 arm_autovectorize_vector_modes (vector_modes *modes, bool)
 {
   if (!TARGET_NEON_VECTORIZE_DOUBLE)
@@ -29023,6 +29023,7 @@ arm_autovectorize_vector_modes (vector_modes *modes, bool)
       modes->safe_push (V16QImode);
       modes->safe_push (V8QImode);
     }
+  return 0;
 }
 
 static bool
diff --git a/gcc/config/i386/i386.c b/gcc/config/i386/i386.c
index c406be35239..bb5dc144175 100644
--- a/gcc/config/i386/i386.c
+++ b/gcc/config/i386/i386.c
@@ -21384,7 +21384,7 @@ ix86_preferred_simd_mode (scalar_mode mode)
    vectors.  If AVX512F is enabled then try vectorizing with 512bit,
    256bit and 128bit vectors.  */
 
-static void
+static unsigned int
 ix86_autovectorize_vector_modes (vector_modes *modes, bool all)
 {
   if (TARGET_AVX512F && !TARGET_PREFER_AVX256)
@@ -21414,6 +21414,8 @@ ix86_autovectorize_vector_modes (vector_modes *modes, bool all)
 
   if (TARGET_MMX_WITH_SSE)
     modes->safe_push (V8QImode);
+
+  return 0;
 }
 
 /* Implemenation of targetm.vectorize.get_mask_mode.  */
diff --git a/gcc/config/mips/mips.c b/gcc/config/mips/mips.c
index 30017e37977..6341216d1bc 100644
--- a/gcc/config/mips/mips.c
+++ b/gcc/config/mips/mips.c
@@ -13455,11 +13455,12 @@ mips_preferred_simd_mode (scalar_mode mode)
 
 /* Implement TARGET_VECTORIZE_AUTOVECTORIZE_VECTOR_MODES.  */
 
-static void
+static unsigned int
 mips_autovectorize_vector_modes (vector_modes *modes, bool)
 {
   if (ISA_HAS_MSA)
     modes->safe_push (V16QImode);
+  return 0;
 }
 
 /* Implement TARGET_INIT_LIBFUNCS.  */
diff --git a/gcc/doc/tm.texi b/gcc/doc/tm.texi
index 037039afdcf..a3eba282464 100644
--- a/gcc/doc/tm.texi
+++ b/gcc/doc/tm.texi
@@ -6008,7 +6008,7 @@ against lower halves of vectors recursively until the specified mode is
 reached.  The default is @var{mode} which means no splitting.
 @end deftypefn
 
-@deftypefn {Target Hook} void TARGET_VECTORIZE_AUTOVECTORIZE_VECTOR_MODES (vector_modes *@var{modes}, bool @var{all})
+@deftypefn {Target Hook} {unsigned int} TARGET_VECTORIZE_AUTOVECTORIZE_VECTOR_MODES (vector_modes *@var{modes}, bool @var{all})
 If using the mode returned by @code{TARGET_VECTORIZE_PREFERRED_SIMD_MODE}
 is not the only approach worth considering, this hook should add one mode to
 @var{modes} for each useful alternative approach.  These modes are then
@@ -6024,9 +6024,19 @@ element mode.
 If @var{all} is true, add suitable vector modes even when they are generally
 not expected to be worthwhile.
 
+The hook returns a bitmask of flags that control how the modes in
+@var{modes} are used.  The flags are:
+@table @code
+@item VECT_COMPARE_COSTS
+Tells the loop vectorizer to try all the provided modes and pick the one
+with the lowest cost.  By default the vectorizer will choose the first
+mode that works.
+@end table
+
 The hook does not need to do anything if the vector returned by
 @code{TARGET_VECTORIZE_PREFERRED_SIMD_MODE} is the only one relevant
-for autovectorization.  The default implementation does nothing.
+for autovectorization.  The default implementation adds no modes and
+returns 0.
 @end deftypefn
 
 @deftypefn {Target Hook} opt_machine_mode TARGET_VECTORIZE_RELATED_MODE (machine_mode @var{vector_mode}, scalar_mode @var{element_mode}, poly_uint64 @var{nunits})
diff --git a/gcc/target.def b/gcc/target.def
index d220f8fbf12..e705c5d14d9 100644
--- a/gcc/target.def
+++ b/gcc/target.def
@@ -1925,10 +1925,20 @@ element mode.\n\
 If @var{all} is true, add suitable vector modes even when they are generally\n\
 not expected to be worthwhile.\n\
 \n\
+The hook returns a bitmask of flags that control how the modes in\n\
+@var{modes} are used.  The flags are:\n\
+@table @code\n\
+@item VECT_COMPARE_COSTS\n\
+Tells the loop vectorizer to try all the provided modes and pick the one\n\
+with the lowest cost.  By default the vectorizer will choose the first\n\
+mode that works.\n\
+@end table\n\
+\n\
 The hook does not need to do anything if the vector returned by\n\
 @code{TARGET_VECTORIZE_PREFERRED_SIMD_MODE} is the only one relevant\n\
-for autovectorization.  The default implementation does nothing.",
- void,
+for autovectorization.  The default implementation adds no modes and\n\
+returns 0.",
+ unsigned int,
  (vector_modes *modes, bool all),
  default_autovectorize_vector_modes)
 
diff --git a/gcc/target.h b/gcc/target.h
index 60757efe5dc..2c5b59be851 100644
--- a/gcc/target.h
+++ b/gcc/target.h
@@ -218,6 +218,14 @@ enum omp_device_kind_arch_isa {
   omp_device_isa
 };
 
+/* Flags returned by TARGET_VECTORIZE_AUTOVECTORIZE_VECTOR_MODES:
+
+   VECT_COMPARE_COSTS
+       Tells the loop vectorizer to try all the provided modes and
+       pick the one with the lowest cost.  By default the vectorizer
+       will choose the first mode that works.  */
+const unsigned int VECT_COMPARE_COSTS = 1U << 0;
+
 /* The target structure.  This holds all the backend hooks.  */
 #define DEFHOOKPOD(NAME, DOC, TYPE, INIT) TYPE NAME;
 #define DEFHOOK(NAME, DOC, TYPE, PARAMS, INIT) TYPE (* NAME) PARAMS;
diff --git a/gcc/targhooks.c b/gcc/targhooks.c
index b0362f969aa..fd8e43565c3 100644
--- a/gcc/targhooks.c
+++ b/gcc/targhooks.c
@@ -1300,9 +1300,10 @@ default_split_reduction (machine_mode mode)
 
 /* By default only the preferred vector mode is tried.  */
 
-void
+unsigned int
 default_autovectorize_vector_modes (vector_modes *, bool)
 {
+  return 0;
 }
 
 /* The default implementation of TARGET_VECTORIZE_RELATED_MODE.  */
diff --git a/gcc/targhooks.h b/gcc/targhooks.h
index 7f96a7c0058..e041291347b 100644
--- a/gcc/targhooks.h
+++ b/gcc/targhooks.h
@@ -113,7 +113,7 @@ default_builtin_support_vector_misalignment (machine_mode mode,
 					     int, bool);
 extern machine_mode default_preferred_simd_mode (scalar_mode mode);
 extern machine_mode default_split_reduction (machine_mode);
-extern void default_autovectorize_vector_modes (vector_modes *, bool);
+extern unsigned int default_autovectorize_vector_modes (vector_modes *, bool);
 extern opt_machine_mode default_vectorize_related_mode (machine_mode,
 							scalar_mode,
 							poly_uint64);
diff --git a/gcc/tree-vect-loop.c b/gcc/tree-vect-loop.c
index 37290fa475d..7a58dfc323a 100644
--- a/gcc/tree-vect-loop.c
+++ b/gcc/tree-vect-loop.c
@@ -829,6 +829,8 @@ _loop_vec_info::_loop_vec_info (class loop *loop_in, vec_info_shared *shared)
     scan_map (NULL),
     slp_unrolling_factor (1),
     single_scalar_iteration_cost (0),
+    vec_outside_cost (0),
+    vec_inside_cost (0),
     vectorizable (false),
     can_fully_mask_p (true),
     fully_masked_p (false),
@@ -2374,6 +2376,80 @@ again:
   goto start_over;
 }
 
+/* Return true if vectorizing a loop using NEW_LOOP_VINFO appears
+   to be better than vectorizing it using OLD_LOOP_VINFO.  Assume that
+   OLD_LOOP_VINFO is better unless something specifically indicates
+   otherwise.
+
+   Note that this deliberately isn't a partial order.  */
+
+static bool
+vect_better_loop_vinfo_p (loop_vec_info new_loop_vinfo,
+			  loop_vec_info old_loop_vinfo)
+{
+  struct loop *loop = LOOP_VINFO_LOOP (new_loop_vinfo);
+  gcc_assert (LOOP_VINFO_LOOP (old_loop_vinfo) == loop);
+
+  poly_int64 new_vf = LOOP_VINFO_VECT_FACTOR (new_loop_vinfo);
+  poly_int64 old_vf = LOOP_VINFO_VECT_FACTOR (old_loop_vinfo);
+
+  /* Always prefer a VF of loop->simdlen over any other VF.  */
+  if (loop->simdlen)
+    {
+      bool new_simdlen_p = known_eq (new_vf, loop->simdlen);
+      bool old_simdlen_p = known_eq (old_vf, loop->simdlen);
+      if (new_simdlen_p != old_simdlen_p)
+	return new_simdlen_p;
+    }
+
+  /* Limit the VFs to what is likely to be the maximum number of iterations,
+     to handle cases in which at least one loop_vinfo is fully-masked.  */
+  HOST_WIDE_INT estimated_max_niter = likely_max_stmt_executions_int (loop);
+  if (estimated_max_niter != -1)
+    {
+      if (known_le (estimated_max_niter, new_vf))
+	new_vf = estimated_max_niter;
+      if (known_le (estimated_max_niter, old_vf))
+	old_vf = estimated_max_niter;
+    }
+
+  /* Check whether the (fractional) cost per scalar iteration is lower
+     or higher: new_inside_cost / new_vf vs. old_inside_cost / old_vf.  */
+  poly_widest_int rel_new = (new_loop_vinfo->vec_inside_cost
+			     * poly_widest_int (old_vf));
+  poly_widest_int rel_old = (old_loop_vinfo->vec_inside_cost
+			     * poly_widest_int (new_vf));
+  if (maybe_lt (rel_old, rel_new))
+    return false;
+  if (known_lt (rel_new, rel_old))
+    return true;
+
+  /* If there's nothing to choose between the loop bodies, see whether
+     there's a difference in the prologue and epilogue costs.  */
+  if (new_loop_vinfo->vec_outside_cost != old_loop_vinfo->vec_outside_cost)
+    return new_loop_vinfo->vec_outside_cost < old_loop_vinfo->vec_outside_cost;
+
+  return false;
+}
+
+/* Decide whether to replace OLD_LOOP_VINFO with NEW_LOOP_VINFO.  Return
+   true if we should.  */
+
+static bool
+vect_joust_loop_vinfos (loop_vec_info new_loop_vinfo,
+			loop_vec_info old_loop_vinfo)
+{
+  if (!vect_better_loop_vinfo_p (new_loop_vinfo, old_loop_vinfo))
+    return false;
+
+  if (dump_enabled_p ())
+    dump_printf_loc (MSG_NOTE, vect_location,
+		     "***** Preferring vector mode %s to vector mode %s\n",
+		     GET_MODE_NAME (new_loop_vinfo->vector_mode),
+		     GET_MODE_NAME (old_loop_vinfo->vector_mode));
+  return true;
+}
+
 /* Function vect_analyze_loop.
 
    Apply a set of analyses on LOOP, and create a loop_vec_info struct
@@ -2385,8 +2461,9 @@ vect_analyze_loop (class loop *loop, vec_info_shared *shared)
   auto_vector_modes vector_modes;
 
   /* Autodetect first vector size we try.  */
-  targetm.vectorize.autovectorize_vector_modes (&vector_modes,
-						loop->simdlen != 0);
+  unsigned int autovec_flags
+    = targetm.vectorize.autovectorize_vector_modes (&vector_modes,
+						    loop->simdlen != 0);
   unsigned int mode_i = 0;
 
   DUMP_VECT_SCOPE ("analyze_loop_nest");
@@ -2409,6 +2486,8 @@ vect_analyze_loop (class loop *loop, vec_info_shared *shared)
   machine_mode next_vector_mode = VOIDmode;
   poly_uint64 lowest_th = 0;
   unsigned vectorized_loops = 0;
+  bool pick_lowest_cost_p = ((autovec_flags & VECT_COMPARE_COSTS)
+			     && !unlimited_cost_model (loop));
 
   bool vect_epilogues = false;
   opt_result res = opt_result::success ();
@@ -2429,6 +2508,34 @@ vect_analyze_loop (class loop *loop, vec_info_shared *shared)
 
       bool fatal = false;
 
+      /* When pick_lowest_cost_p is true, we should in principle iterate
+	 over all the loop_vec_infos that LOOP_VINFO could replace and
+	 try to vectorize LOOP_VINFO under the same conditions.
+	 E.g. when trying to replace an epilogue loop, we should vectorize
+	 LOOP_VINFO as an epilogue loop with the same VF limit.  When trying
+	 to replace the main loop, we should vectorize LOOP_VINFO as a main
+	 loop too.
+
+	 However, autovectorize_vector_modes is usually sorted as follows:
+
+	 - Modes that naturally produce lower VFs usually follow modes that
+	   naturally produce higher VFs.
+
+	 - When modes naturally produce the same VF, maskable modes
+	   usually follow unmaskable ones, so that the maskable mode
+	   can be used to vectorize the epilogue of the unmaskable mode.
+
+	 This order is preferred because it leads to the maximum
+	 epilogue vectorization opportunities.  Targets should only use
+	 a different order if they want to make wide modes available while
+	 disparaging them relative to earlier, smaller modes.  The assumption
+	 in that case is that the wider modes are more expensive in some
+	 way that isn't reflected directly in the costs.
+
+	 There should therefore be few interesting cases in which
+	 LOOP_VINFO fails when treated as an epilogue loop, succeeds when
+	 treated as a standalone loop, and ends up being genuinely cheaper
+	 than FIRST_LOOP_VINFO.  */
       if (vect_epilogues)
 	LOOP_VINFO_ORIG_LOOP_INFO (loop_vinfo) = first_loop_vinfo;
 
@@ -2476,13 +2583,34 @@ vect_analyze_loop (class loop *loop, vec_info_shared *shared)
 	      LOOP_VINFO_ORIG_LOOP_INFO (loop_vinfo) = NULL;
 	      simdlen = 0;
 	    }
+	  else if (pick_lowest_cost_p && first_loop_vinfo)
+	    {
+	      /* Keep trying to roll back vectorization attempts while the
+		 loop_vec_infos they produced were worse than this one.  */
+	      vec<loop_vec_info> &vinfos = first_loop_vinfo->epilogue_vinfos;
+	      while (!vinfos.is_empty ()
+		     && vect_joust_loop_vinfos (loop_vinfo, vinfos.last ()))
+		{
+		  gcc_assert (vect_epilogues);
+		  delete vinfos.pop ();
+		}
+	      if (vinfos.is_empty ()
+		  && vect_joust_loop_vinfos (loop_vinfo, first_loop_vinfo))
+		{
+		  delete first_loop_vinfo;
+		  first_loop_vinfo = opt_loop_vec_info::success (NULL);
+		  LOOP_VINFO_ORIG_LOOP_INFO (loop_vinfo) = NULL;
+		}
+	    }
 
 	  if (first_loop_vinfo == NULL)
 	    {
 	      first_loop_vinfo = loop_vinfo;
 	      lowest_th = LOOP_VINFO_VERSIONING_THRESHOLD (first_loop_vinfo);
 	    }
-	  else if (vect_epilogues)
+	  else if (vect_epilogues
+		   /* For now only allow one epilogue loop.  */
+		   && first_loop_vinfo->epilogue_vinfos.is_empty ())
 	    {
 	      first_loop_vinfo->epilogue_vinfos.safe_push (loop_vinfo);
 	      poly_uint64 th = LOOP_VINFO_VERSIONING_THRESHOLD (loop_vinfo);
@@ -2506,12 +2634,14 @@ vect_analyze_loop (class loop *loop, vec_info_shared *shared)
 			    && param_vect_epilogues_nomask
 			    && LOOP_VINFO_PEELING_FOR_NITER (first_loop_vinfo)
 			    && !loop->simduid
-			    /* For now only allow one epilogue loop.  */
-			    && first_loop_vinfo->epilogue_vinfos.is_empty ());
+			    /* For now only allow one epilogue loop, but allow
+			       pick_lowest_cost_p to replace it.  */
+			    && (first_loop_vinfo->epilogue_vinfos.is_empty ()
+				|| pick_lowest_cost_p));
 
 	  /* Commit to first_loop_vinfo if we have no reason to try
 	     alternatives.  */
-	  if (!simdlen && !vect_epilogues)
+	  if (!simdlen && !vect_epilogues && !pick_lowest_cost_p)
 	    break;
 	}
       else
@@ -3509,7 +3639,11 @@ vect_estimate_min_profitable_iters (loop_vec_info loop_vinfo,
 	       &vec_inside_cost, &vec_epilogue_cost);
 
   vec_outside_cost = (int)(vec_prologue_cost + vec_epilogue_cost);
-  
+
+  /* Stash the costs so that we can compare two loop_vec_infos.  */
+  loop_vinfo->vec_inside_cost = vec_inside_cost;
+  loop_vinfo->vec_outside_cost = vec_outside_cost;
+
   if (dump_enabled_p ())
     {
       dump_printf_loc (MSG_NOTE, vect_location, "Cost model analysis: \n");
diff --git a/gcc/tree-vectorizer.h b/gcc/tree-vectorizer.h
index fd88084554d..0eac5bdef88 100644
--- a/gcc/tree-vectorizer.h
+++ b/gcc/tree-vectorizer.h
@@ -601,6 +601,13 @@ public:
   /* Cost of a single scalar iteration.  */
   int single_scalar_iteration_cost;
 
+  /* The cost of the vector prologue and epilogue, including peeled
+     iterations and set-up code.  */
+  int vec_outside_cost;
+
+  /* The cost of the vector loop body.  */
+  int vec_inside_cost;
+
   /* Is the loop vectorizable? */
   bool vectorizable;