1 /* SLP - Basic Block Vectorization
2 Copyright (C) 2007, 2008, 2009, 2010, 2011, 2012
3 Free Software Foundation, Inc.
4 Contributed by Dorit Naishlos <dorit@il.ibm.com>
5 and Ira Rosen <irar@il.ibm.com>
7 This file is part of GCC.
9 GCC is free software; you can redistribute it and/or modify it under
10 the terms of the GNU General Public License as published by the Free
11 Software Foundation; either version 3, or (at your option) any later
14 GCC is distributed in the hope that it will be useful, but WITHOUT ANY
15 WARRANTY; without even the implied warranty of MERCHANTABILITY or
16 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
19 You should have received a copy of the GNU General Public License
20 along with GCC; see the file COPYING3. If not see
21 <http://www.gnu.org/licenses/>. */
25 #include "coretypes.h"
30 #include "basic-block.h"
31 #include "tree-pretty-print.h"
32 #include "gimple-pretty-print.h"
33 #include "tree-flow.h"
34 #include "tree-dump.h"
36 #include "cfglayout.h"
40 #include "tree-vectorizer.h"
41 #include "langhooks.h"
43 /* Extract the location of the basic block in the source code.
44 Return the basic block location if succeed and NULL if not. */
47 find_bb_location (basic_block bb
)
50 gimple_stmt_iterator si
;
55 for (si
= gsi_start_bb (bb
); !gsi_end_p (si
); gsi_next (&si
))
58 if (gimple_location (stmt
) != UNKNOWN_LOC
)
59 return gimple_location (stmt
);
66 /* Recursively free the memory allocated for the SLP tree rooted at NODE. */
69 vect_free_slp_tree (slp_tree node
)
77 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
78 vect_free_slp_tree ((slp_tree
) child
);
80 VEC_free (slp_void_p
, heap
, SLP_TREE_CHILDREN (node
));
81 VEC_free (gimple
, heap
, SLP_TREE_SCALAR_STMTS (node
));
83 if (SLP_TREE_VEC_STMTS (node
))
84 VEC_free (gimple
, heap
, SLP_TREE_VEC_STMTS (node
));
90 /* Free the memory allocated for the SLP instance. */
93 vect_free_slp_instance (slp_instance instance
)
95 vect_free_slp_tree (SLP_INSTANCE_TREE (instance
));
96 VEC_free (int, heap
, SLP_INSTANCE_LOAD_PERMUTATION (instance
));
97 VEC_free (slp_tree
, heap
, SLP_INSTANCE_LOADS (instance
));
102 /* Create an SLP node for SCALAR_STMTS. */
105 vect_create_new_slp_node (VEC (gimple
, heap
) *scalar_stmts
)
108 gimple stmt
= VEC_index (gimple
, scalar_stmts
, 0);
111 if (is_gimple_call (stmt
))
112 nops
= gimple_call_num_args (stmt
);
113 else if (is_gimple_assign (stmt
))
115 nops
= gimple_num_ops (stmt
) - 1;
116 if (gimple_assign_rhs_code (stmt
) == COND_EXPR
)
122 node
= XNEW (struct _slp_tree
);
123 SLP_TREE_SCALAR_STMTS (node
) = scalar_stmts
;
124 SLP_TREE_VEC_STMTS (node
) = NULL
;
125 SLP_TREE_CHILDREN (node
) = VEC_alloc (slp_void_p
, heap
, nops
);
126 SLP_TREE_OUTSIDE_OF_LOOP_COST (node
) = 0;
127 SLP_TREE_INSIDE_OF_LOOP_COST (node
) = 0;
133 /* Allocate operands info for NOPS operands, and GROUP_SIZE def-stmts for each
135 static VEC (slp_oprnd_info
, heap
) *
136 vect_create_oprnd_info (int nops
, int group_size
)
139 slp_oprnd_info oprnd_info
;
140 VEC (slp_oprnd_info
, heap
) *oprnds_info
;
142 oprnds_info
= VEC_alloc (slp_oprnd_info
, heap
, nops
);
143 for (i
= 0; i
< nops
; i
++)
145 oprnd_info
= XNEW (struct _slp_oprnd_info
);
146 oprnd_info
->def_stmts
= VEC_alloc (gimple
, heap
, group_size
);
147 oprnd_info
->first_dt
= vect_uninitialized_def
;
148 oprnd_info
->first_def_type
= NULL_TREE
;
149 oprnd_info
->first_const_oprnd
= NULL_TREE
;
150 oprnd_info
->first_pattern
= false;
151 VEC_quick_push (slp_oprnd_info
, oprnds_info
, oprnd_info
);
158 /* Free operands info. */
161 vect_free_oprnd_info (VEC (slp_oprnd_info
, heap
) **oprnds_info
)
164 slp_oprnd_info oprnd_info
;
166 FOR_EACH_VEC_ELT (slp_oprnd_info
, *oprnds_info
, i
, oprnd_info
)
168 VEC_free (gimple
, heap
, oprnd_info
->def_stmts
);
169 XDELETE (oprnd_info
);
172 VEC_free (slp_oprnd_info
, heap
, *oprnds_info
);
176 /* Get the defs for the rhs of STMT (collect them in OPRNDS_INFO), check that
177 they are of a valid type and that they match the defs of the first stmt of
178 the SLP group (stored in OPRNDS_INFO). */
181 vect_get_and_check_slp_defs (loop_vec_info loop_vinfo
, bb_vec_info bb_vinfo
,
182 slp_tree slp_node
, gimple stmt
,
183 int ncopies_for_cost
, bool first
,
184 VEC (slp_oprnd_info
, heap
) **oprnds_info
)
187 unsigned int i
, number_of_oprnds
;
188 tree def
, def_op0
= NULL_TREE
;
190 enum vect_def_type dt
= vect_uninitialized_def
;
191 enum vect_def_type dt_op0
= vect_uninitialized_def
;
192 stmt_vec_info stmt_info
= vinfo_for_stmt (stmt
);
193 tree lhs
= gimple_get_lhs (stmt
);
194 struct loop
*loop
= NULL
;
195 enum tree_code rhs_code
;
196 bool different_types
= false;
197 bool pattern
= false;
198 slp_oprnd_info oprnd_info
, oprnd0_info
, oprnd1_info
;
200 tree compare_rhs
= NULL_TREE
;
203 loop
= LOOP_VINFO_LOOP (loop_vinfo
);
205 if (is_gimple_call (stmt
))
207 number_of_oprnds
= gimple_call_num_args (stmt
);
210 else if (is_gimple_assign (stmt
))
212 number_of_oprnds
= gimple_num_ops (stmt
) - 1;
213 if (gimple_assign_rhs_code (stmt
) == COND_EXPR
)
219 for (i
= 0; i
< number_of_oprnds
; i
++)
224 compare_rhs
= NULL_TREE
;
227 oprnd
= gimple_op (stmt
, op_idx
++);
229 oprnd_info
= VEC_index (slp_oprnd_info
, *oprnds_info
, i
);
231 if (COMPARISON_CLASS_P (oprnd
))
233 compare_rhs
= TREE_OPERAND (oprnd
, 1);
234 oprnd
= TREE_OPERAND (oprnd
, 0);
237 if (!vect_is_simple_use (oprnd
, NULL
, loop_vinfo
, bb_vinfo
, &def_stmt
,
239 || (!def_stmt
&& dt
!= vect_constant_def
))
241 if (vect_print_dump_info (REPORT_SLP
))
243 fprintf (vect_dump
, "Build SLP failed: can't find def for ");
244 print_generic_expr (vect_dump
, oprnd
, TDF_SLIM
);
250 /* Check if DEF_STMT is a part of a pattern in LOOP and get the def stmt
251 from the pattern. Check that all the stmts of the node are in the
253 if (loop
&& def_stmt
&& gimple_bb (def_stmt
)
254 && flow_bb_inside_loop_p (loop
, gimple_bb (def_stmt
))
255 && vinfo_for_stmt (def_stmt
)
256 && STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (def_stmt
))
257 && !STMT_VINFO_RELEVANT (vinfo_for_stmt (def_stmt
))
258 && !STMT_VINFO_LIVE_P (vinfo_for_stmt (def_stmt
)))
261 if (!first
&& !oprnd_info
->first_pattern
)
263 if (vect_print_dump_info (REPORT_DETAILS
))
265 fprintf (vect_dump
, "Build SLP failed: some of the stmts"
266 " are in a pattern, and others are not ");
267 print_generic_expr (vect_dump
, oprnd
, TDF_SLIM
);
273 def_stmt
= STMT_VINFO_RELATED_STMT (vinfo_for_stmt (def_stmt
));
274 dt
= STMT_VINFO_DEF_TYPE (vinfo_for_stmt (def_stmt
));
276 if (dt
== vect_unknown_def_type
)
278 if (vect_print_dump_info (REPORT_DETAILS
))
279 fprintf (vect_dump
, "Unsupported pattern.");
283 switch (gimple_code (def_stmt
))
286 def
= gimple_phi_result (def_stmt
);
290 def
= gimple_assign_lhs (def_stmt
);
294 if (vect_print_dump_info (REPORT_DETAILS
))
295 fprintf (vect_dump
, "unsupported defining stmt: ");
302 oprnd_info
->first_dt
= dt
;
303 oprnd_info
->first_pattern
= pattern
;
306 oprnd_info
->first_def_type
= TREE_TYPE (def
);
307 oprnd_info
->first_const_oprnd
= NULL_TREE
;
311 oprnd_info
->first_def_type
= NULL_TREE
;
312 oprnd_info
->first_const_oprnd
= oprnd
;
319 /* Analyze costs (for the first stmt of the group only). */
320 if (REFERENCE_CLASS_P (lhs
))
322 vect_model_store_cost (stmt_info
, ncopies_for_cost
, false,
326 enum vect_def_type dts
[2];
328 dts
[1] = vect_uninitialized_def
;
329 /* Not memory operation (we don't call this function for
331 vect_model_simple_cost (stmt_info
, ncopies_for_cost
, dts
,
338 /* Not first stmt of the group, check that the def-stmt/s match
339 the def-stmt/s of the first stmt. Allow different definition
340 types for reduction chains: the first stmt must be a
341 vect_reduction_def (a phi node), and the rest
342 vect_internal_def. */
343 if (((oprnd_info
->first_dt
!= dt
344 && !(oprnd_info
->first_dt
== vect_reduction_def
345 && dt
== vect_internal_def
))
346 || (oprnd_info
->first_def_type
!= NULL_TREE
348 && !types_compatible_p (oprnd_info
->first_def_type
,
351 && !types_compatible_p (TREE_TYPE (oprnd_info
->first_const_oprnd
),
355 if (number_of_oprnds
!= 2)
357 if (vect_print_dump_info (REPORT_SLP
))
358 fprintf (vect_dump
, "Build SLP failed: different types ");
363 /* Try to swap operands in case of binary operation. */
365 different_types
= true;
368 oprnd0_info
= VEC_index (slp_oprnd_info
, *oprnds_info
, 0);
369 if (is_gimple_assign (stmt
)
370 && (rhs_code
= gimple_assign_rhs_code (stmt
))
371 && TREE_CODE_CLASS (rhs_code
) == tcc_binary
372 && commutative_tree_code (rhs_code
)
373 && oprnd0_info
->first_dt
== dt
374 && oprnd_info
->first_dt
== dt_op0
376 && !(oprnd0_info
->first_def_type
377 && !types_compatible_p (oprnd0_info
->first_def_type
,
379 && !(oprnd_info
->first_def_type
380 && !types_compatible_p (oprnd_info
->first_def_type
,
381 TREE_TYPE (def_op0
))))
383 if (vect_print_dump_info (REPORT_SLP
))
385 fprintf (vect_dump
, "Swapping operands of ");
386 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
389 swap_tree_operands (stmt
, gimple_assign_rhs1_ptr (stmt
),
390 gimple_assign_rhs2_ptr (stmt
));
394 if (vect_print_dump_info (REPORT_SLP
))
395 fprintf (vect_dump
, "Build SLP failed: different types ");
403 /* Check the types of the definitions. */
406 case vect_constant_def
:
407 case vect_external_def
:
408 case vect_reduction_def
:
411 case vect_internal_def
:
414 oprnd0_info
= VEC_index (slp_oprnd_info
, *oprnds_info
, 0);
415 oprnd1_info
= VEC_index (slp_oprnd_info
, *oprnds_info
, 0);
417 VEC_quick_push (gimple
, oprnd1_info
->def_stmts
, def_stmt
);
419 VEC_quick_push (gimple
, oprnd0_info
->def_stmts
, def_stmt
);
422 VEC_quick_push (gimple
, oprnd_info
->def_stmts
, def_stmt
);
427 /* FORNOW: Not supported. */
428 if (vect_print_dump_info (REPORT_SLP
))
430 fprintf (vect_dump
, "Build SLP failed: illegal type of def ");
431 print_generic_expr (vect_dump
, def
, TDF_SLIM
);
442 /* Recursively build an SLP tree starting from NODE.
443 Fail (and return FALSE) if def-stmts are not isomorphic, require data
444 permutation or are of unsupported types of operation. Otherwise, return
448 vect_build_slp_tree (loop_vec_info loop_vinfo
, bb_vec_info bb_vinfo
,
449 slp_tree
*node
, unsigned int group_size
,
450 int *inside_cost
, int *outside_cost
,
451 int ncopies_for_cost
, unsigned int *max_nunits
,
452 VEC (int, heap
) **load_permutation
,
453 VEC (slp_tree
, heap
) **loads
,
454 unsigned int vectorization_factor
, bool *loads_permuted
)
457 VEC (gimple
, heap
) *stmts
= SLP_TREE_SCALAR_STMTS (*node
);
458 gimple stmt
= VEC_index (gimple
, stmts
, 0);
459 enum tree_code first_stmt_code
= ERROR_MARK
, rhs_code
= ERROR_MARK
;
460 enum tree_code first_cond_code
= ERROR_MARK
;
462 bool stop_recursion
= false, need_same_oprnds
= false;
463 tree vectype
, scalar_type
, first_op1
= NULL_TREE
;
464 unsigned int ncopies
;
467 enum machine_mode optab_op2_mode
;
468 enum machine_mode vec_mode
;
469 struct data_reference
*first_dr
;
471 bool permutation
= false;
472 unsigned int load_place
;
473 gimple first_load
, prev_first_load
= NULL
;
474 VEC (slp_oprnd_info
, heap
) *oprnds_info
;
476 slp_oprnd_info oprnd_info
;
479 if (is_gimple_call (stmt
))
480 nops
= gimple_call_num_args (stmt
);
481 else if (is_gimple_assign (stmt
))
483 nops
= gimple_num_ops (stmt
) - 1;
484 if (gimple_assign_rhs_code (stmt
) == COND_EXPR
)
490 oprnds_info
= vect_create_oprnd_info (nops
, group_size
);
492 /* For every stmt in NODE find its def stmt/s. */
493 FOR_EACH_VEC_ELT (gimple
, stmts
, i
, stmt
)
495 if (vect_print_dump_info (REPORT_SLP
))
497 fprintf (vect_dump
, "Build SLP for ");
498 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
501 /* Fail to vectorize statements marked as unvectorizable. */
502 if (!STMT_VINFO_VECTORIZABLE (vinfo_for_stmt (stmt
)))
504 if (vect_print_dump_info (REPORT_SLP
))
507 "Build SLP failed: unvectorizable statement ");
508 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
511 vect_free_oprnd_info (&oprnds_info
);
515 lhs
= gimple_get_lhs (stmt
);
516 if (lhs
== NULL_TREE
)
518 if (vect_print_dump_info (REPORT_SLP
))
521 "Build SLP failed: not GIMPLE_ASSIGN nor GIMPLE_CALL ");
522 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
525 vect_free_oprnd_info (&oprnds_info
);
529 if (is_gimple_assign (stmt
)
530 && gimple_assign_rhs_code (stmt
) == COND_EXPR
531 && (cond
= gimple_assign_rhs1 (stmt
))
532 && !COMPARISON_CLASS_P (cond
))
534 if (vect_print_dump_info (REPORT_SLP
))
537 "Build SLP failed: condition is not comparison ");
538 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
541 vect_free_oprnd_info (&oprnds_info
);
545 scalar_type
= vect_get_smallest_scalar_type (stmt
, &dummy
, &dummy
);
546 vectype
= get_vectype_for_scalar_type (scalar_type
);
549 if (vect_print_dump_info (REPORT_SLP
))
551 fprintf (vect_dump
, "Build SLP failed: unsupported data-type ");
552 print_generic_expr (vect_dump
, scalar_type
, TDF_SLIM
);
555 vect_free_oprnd_info (&oprnds_info
);
559 /* In case of multiple types we need to detect the smallest type. */
560 if (*max_nunits
< TYPE_VECTOR_SUBPARTS (vectype
))
562 *max_nunits
= TYPE_VECTOR_SUBPARTS (vectype
);
564 vectorization_factor
= *max_nunits
;
567 ncopies
= vectorization_factor
/ TYPE_VECTOR_SUBPARTS (vectype
);
569 if (is_gimple_call (stmt
))
571 rhs_code
= CALL_EXPR
;
572 if (gimple_call_internal_p (stmt
)
573 || gimple_call_tail_p (stmt
)
574 || gimple_call_noreturn_p (stmt
)
575 || !gimple_call_nothrow_p (stmt
)
576 || gimple_call_chain (stmt
))
578 if (vect_print_dump_info (REPORT_SLP
))
581 "Build SLP failed: unsupported call type ");
582 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
585 vect_free_oprnd_info (&oprnds_info
);
590 rhs_code
= gimple_assign_rhs_code (stmt
);
592 /* Check the operation. */
595 first_stmt_code
= rhs_code
;
597 /* Shift arguments should be equal in all the packed stmts for a
598 vector shift with scalar shift operand. */
599 if (rhs_code
== LSHIFT_EXPR
|| rhs_code
== RSHIFT_EXPR
600 || rhs_code
== LROTATE_EXPR
601 || rhs_code
== RROTATE_EXPR
)
603 vec_mode
= TYPE_MODE (vectype
);
605 /* First see if we have a vector/vector shift. */
606 optab
= optab_for_tree_code (rhs_code
, vectype
,
610 || optab_handler (optab
, vec_mode
) == CODE_FOR_nothing
)
612 /* No vector/vector shift, try for a vector/scalar shift. */
613 optab
= optab_for_tree_code (rhs_code
, vectype
,
618 if (vect_print_dump_info (REPORT_SLP
))
619 fprintf (vect_dump
, "Build SLP failed: no optab.");
620 vect_free_oprnd_info (&oprnds_info
);
623 icode
= (int) optab_handler (optab
, vec_mode
);
624 if (icode
== CODE_FOR_nothing
)
626 if (vect_print_dump_info (REPORT_SLP
))
627 fprintf (vect_dump
, "Build SLP failed: "
628 "op not supported by target.");
629 vect_free_oprnd_info (&oprnds_info
);
632 optab_op2_mode
= insn_data
[icode
].operand
[2].mode
;
633 if (!VECTOR_MODE_P (optab_op2_mode
))
635 need_same_oprnds
= true;
636 first_op1
= gimple_assign_rhs2 (stmt
);
640 else if (rhs_code
== WIDEN_LSHIFT_EXPR
)
642 need_same_oprnds
= true;
643 first_op1
= gimple_assign_rhs2 (stmt
);
648 if (first_stmt_code
!= rhs_code
649 && (first_stmt_code
!= IMAGPART_EXPR
650 || rhs_code
!= REALPART_EXPR
)
651 && (first_stmt_code
!= REALPART_EXPR
652 || rhs_code
!= IMAGPART_EXPR
)
653 && !(STMT_VINFO_STRIDED_ACCESS (vinfo_for_stmt (stmt
))
654 && (first_stmt_code
== ARRAY_REF
655 || first_stmt_code
== INDIRECT_REF
656 || first_stmt_code
== COMPONENT_REF
657 || first_stmt_code
== MEM_REF
)))
659 if (vect_print_dump_info (REPORT_SLP
))
662 "Build SLP failed: different operation in stmt ");
663 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
666 vect_free_oprnd_info (&oprnds_info
);
671 && !operand_equal_p (first_op1
, gimple_assign_rhs2 (stmt
), 0))
673 if (vect_print_dump_info (REPORT_SLP
))
676 "Build SLP failed: different shift arguments in ");
677 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
680 vect_free_oprnd_info (&oprnds_info
);
684 if (rhs_code
== CALL_EXPR
)
686 gimple first_stmt
= VEC_index (gimple
, stmts
, 0);
687 if (gimple_call_num_args (stmt
) != nops
688 || !operand_equal_p (gimple_call_fn (first_stmt
),
689 gimple_call_fn (stmt
), 0)
690 || gimple_call_fntype (first_stmt
)
691 != gimple_call_fntype (stmt
))
693 if (vect_print_dump_info (REPORT_SLP
))
696 "Build SLP failed: different calls in ");
697 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
700 vect_free_oprnd_info (&oprnds_info
);
706 /* Strided store or load. */
707 if (STMT_VINFO_STRIDED_ACCESS (vinfo_for_stmt (stmt
)))
709 if (REFERENCE_CLASS_P (lhs
))
712 if (!vect_get_and_check_slp_defs (loop_vinfo
, bb_vinfo
, *node
,
713 stmt
, ncopies_for_cost
,
714 (i
== 0), &oprnds_info
))
716 vect_free_oprnd_info (&oprnds_info
);
723 /* FORNOW: Check that there is no gap between the loads. */
724 if ((GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
)) == stmt
725 && GROUP_GAP (vinfo_for_stmt (stmt
)) != 0)
726 || (GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
)) != stmt
727 && GROUP_GAP (vinfo_for_stmt (stmt
)) != 1))
729 if (vect_print_dump_info (REPORT_SLP
))
731 fprintf (vect_dump
, "Build SLP failed: strided "
733 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
736 vect_free_oprnd_info (&oprnds_info
);
740 /* Check that the size of interleaved loads group is not
741 greater than the SLP group size. */
743 && GROUP_SIZE (vinfo_for_stmt (stmt
)) > ncopies
* group_size
)
745 if (vect_print_dump_info (REPORT_SLP
))
747 fprintf (vect_dump
, "Build SLP failed: the number of "
748 "interleaved loads is greater than"
749 " the SLP group size ");
750 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
753 vect_free_oprnd_info (&oprnds_info
);
757 first_load
= GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
));
760 /* Check that there are no loads from different interleaving
761 chains in the same node. The only exception is complex
763 if (prev_first_load
!= first_load
764 && rhs_code
!= REALPART_EXPR
765 && rhs_code
!= IMAGPART_EXPR
)
767 if (vect_print_dump_info (REPORT_SLP
))
769 fprintf (vect_dump
, "Build SLP failed: different "
770 "interleaving chains in one node ");
771 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
774 vect_free_oprnd_info (&oprnds_info
);
779 prev_first_load
= first_load
;
781 if (first_load
== stmt
)
783 first_dr
= STMT_VINFO_DATA_REF (vinfo_for_stmt (stmt
));
784 if (vect_supportable_dr_alignment (first_dr
, false)
785 == dr_unaligned_unsupported
)
787 if (vect_print_dump_info (REPORT_SLP
))
789 fprintf (vect_dump
, "Build SLP failed: unsupported "
791 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
794 vect_free_oprnd_info (&oprnds_info
);
798 /* Analyze costs (for the first stmt in the group). */
799 vect_model_load_cost (vinfo_for_stmt (stmt
),
800 ncopies_for_cost
, false, *node
);
803 /* Store the place of this load in the interleaving chain. In
804 case that permutation is needed we later decide if a specific
805 permutation is supported. */
806 load_place
= vect_get_place_in_interleaving_chain (stmt
,
811 VEC_safe_push (int, heap
, *load_permutation
, load_place
);
813 /* We stop the tree when we reach a group of loads. */
814 stop_recursion
= true;
817 } /* Strided access. */
820 if (TREE_CODE_CLASS (rhs_code
) == tcc_reference
)
822 /* Not strided load. */
823 if (vect_print_dump_info (REPORT_SLP
))
825 fprintf (vect_dump
, "Build SLP failed: not strided load ");
826 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
829 /* FORNOW: Not strided loads are not supported. */
830 vect_free_oprnd_info (&oprnds_info
);
834 /* Not memory operation. */
835 if (TREE_CODE_CLASS (rhs_code
) != tcc_binary
836 && TREE_CODE_CLASS (rhs_code
) != tcc_unary
837 && rhs_code
!= COND_EXPR
838 && rhs_code
!= CALL_EXPR
)
840 if (vect_print_dump_info (REPORT_SLP
))
842 fprintf (vect_dump
, "Build SLP failed: operation");
843 fprintf (vect_dump
, " unsupported ");
844 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
847 vect_free_oprnd_info (&oprnds_info
);
851 if (rhs_code
== COND_EXPR
)
853 tree cond_expr
= gimple_assign_rhs1 (stmt
);
856 first_cond_code
= TREE_CODE (cond_expr
);
857 else if (first_cond_code
!= TREE_CODE (cond_expr
))
859 if (vect_print_dump_info (REPORT_SLP
))
861 fprintf (vect_dump
, "Build SLP failed: different"
863 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
866 vect_free_oprnd_info (&oprnds_info
);
871 /* Find the def-stmts. */
872 if (!vect_get_and_check_slp_defs (loop_vinfo
, bb_vinfo
, *node
, stmt
,
873 ncopies_for_cost
, (i
== 0),
876 vect_free_oprnd_info (&oprnds_info
);
882 /* Add the costs of the node to the overall instance costs. */
883 *inside_cost
+= SLP_TREE_INSIDE_OF_LOOP_COST (*node
);
884 *outside_cost
+= SLP_TREE_OUTSIDE_OF_LOOP_COST (*node
);
886 /* Strided loads were reached - stop the recursion. */
889 VEC_safe_push (slp_tree
, heap
, *loads
, *node
);
893 *loads_permuted
= true;
895 += targetm
.vectorize
.builtin_vectorization_cost (vec_perm
, NULL
, 0)
900 /* We don't check here complex numbers chains, so we set
901 LOADS_PERMUTED for further check in
902 vect_supported_load_permutation_p. */
903 if (rhs_code
== REALPART_EXPR
|| rhs_code
== IMAGPART_EXPR
)
904 *loads_permuted
= true;
907 vect_free_oprnd_info (&oprnds_info
);
911 /* Create SLP_TREE nodes for the definition node/s. */
912 FOR_EACH_VEC_ELT (slp_oprnd_info
, oprnds_info
, i
, oprnd_info
)
916 if (oprnd_info
->first_dt
!= vect_internal_def
)
919 child
= vect_create_new_slp_node (oprnd_info
->def_stmts
);
921 || !vect_build_slp_tree (loop_vinfo
, bb_vinfo
, &child
, group_size
,
922 inside_cost
, outside_cost
, ncopies_for_cost
,
923 max_nunits
, load_permutation
, loads
,
924 vectorization_factor
, loads_permuted
))
927 oprnd_info
->def_stmts
= NULL
;
928 vect_free_slp_tree (child
);
929 vect_free_oprnd_info (&oprnds_info
);
933 oprnd_info
->def_stmts
= NULL
;
934 VEC_quick_push (slp_void_p
, SLP_TREE_CHILDREN (*node
), child
);
937 vect_free_oprnd_info (&oprnds_info
);
943 vect_print_slp_tree (slp_tree node
)
952 fprintf (vect_dump
, "node ");
953 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
955 fprintf (vect_dump
, "\n\tstmt %d ", i
);
956 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
958 fprintf (vect_dump
, "\n");
960 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
961 vect_print_slp_tree ((slp_tree
) child
);
965 /* Mark the tree rooted at NODE with MARK (PURE_SLP or HYBRID).
966 If MARK is HYBRID, it refers to a specific stmt in NODE (the stmt at index
967 J). Otherwise, MARK is PURE_SLP and J is -1, which indicates that all the
968 stmts in NODE are to be marked. */
971 vect_mark_slp_stmts (slp_tree node
, enum slp_vect_type mark
, int j
)
980 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
982 STMT_SLP_TYPE (vinfo_for_stmt (stmt
)) = mark
;
984 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
985 vect_mark_slp_stmts ((slp_tree
) child
, mark
, j
);
989 /* Mark the statements of the tree rooted at NODE as relevant (vect_used). */
992 vect_mark_slp_stmts_relevant (slp_tree node
)
996 stmt_vec_info stmt_info
;
1002 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
1004 stmt_info
= vinfo_for_stmt (stmt
);
1005 gcc_assert (!STMT_VINFO_RELEVANT (stmt_info
)
1006 || STMT_VINFO_RELEVANT (stmt_info
) == vect_used_in_scope
);
1007 STMT_VINFO_RELEVANT (stmt_info
) = vect_used_in_scope
;
1010 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
1011 vect_mark_slp_stmts_relevant ((slp_tree
) child
);
1015 /* Check if the permutation required by the SLP INSTANCE is supported.
1016 Reorganize the SLP nodes stored in SLP_INSTANCE_LOADS if needed. */
1019 vect_supported_slp_permutation_p (slp_instance instance
)
1021 slp_tree node
= VEC_index (slp_tree
, SLP_INSTANCE_LOADS (instance
), 0);
1022 gimple stmt
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (node
), 0);
1023 gimple first_load
= GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
));
1024 VEC (slp_tree
, heap
) *sorted_loads
= NULL
;
1026 slp_tree
*tmp_loads
= NULL
;
1027 int group_size
= SLP_INSTANCE_GROUP_SIZE (instance
), i
, j
;
1030 /* FORNOW: The only supported loads permutation is loads from the same
1031 location in all the loads in the node, when the data-refs in
1032 nodes of LOADS constitute an interleaving chain.
1033 Sort the nodes according to the order of accesses in the chain. */
1034 tmp_loads
= (slp_tree
*) xmalloc (sizeof (slp_tree
) * group_size
);
1036 VEC_iterate (int, SLP_INSTANCE_LOAD_PERMUTATION (instance
), i
, index
)
1037 && VEC_iterate (slp_tree
, SLP_INSTANCE_LOADS (instance
), j
, load
);
1038 i
+= group_size
, j
++)
1040 gimple scalar_stmt
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (load
), 0);
1041 /* Check that the loads are all in the same interleaving chain. */
1042 if (GROUP_FIRST_ELEMENT (vinfo_for_stmt (scalar_stmt
)) != first_load
)
1044 if (vect_print_dump_info (REPORT_DETAILS
))
1046 fprintf (vect_dump
, "Build SLP failed: unsupported data "
1048 print_gimple_stmt (vect_dump
, scalar_stmt
, 0, TDF_SLIM
);
1055 tmp_loads
[index
] = load
;
1058 sorted_loads
= VEC_alloc (slp_tree
, heap
, group_size
);
1059 for (i
= 0; i
< group_size
; i
++)
1060 VEC_safe_push (slp_tree
, heap
, sorted_loads
, tmp_loads
[i
]);
1062 VEC_free (slp_tree
, heap
, SLP_INSTANCE_LOADS (instance
));
1063 SLP_INSTANCE_LOADS (instance
) = sorted_loads
;
1066 if (!vect_transform_slp_perm_load (stmt
, NULL
, NULL
,
1067 SLP_INSTANCE_UNROLLING_FACTOR (instance
),
1075 /* Rearrange the statements of NODE according to PERMUTATION. */
1078 vect_slp_rearrange_stmts (slp_tree node
, unsigned int group_size
,
1079 VEC (int, heap
) *permutation
)
1082 VEC (gimple
, heap
) *tmp_stmts
;
1083 unsigned int index
, i
;
1089 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
1090 vect_slp_rearrange_stmts ((slp_tree
) child
, group_size
, permutation
);
1092 gcc_assert (group_size
== VEC_length (gimple
, SLP_TREE_SCALAR_STMTS (node
)));
1093 tmp_stmts
= VEC_alloc (gimple
, heap
, group_size
);
1095 for (i
= 0; i
< group_size
; i
++)
1096 VEC_safe_push (gimple
, heap
, tmp_stmts
, NULL
);
1098 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
1100 index
= VEC_index (int, permutation
, i
);
1101 VEC_replace (gimple
, tmp_stmts
, index
, stmt
);
1104 VEC_free (gimple
, heap
, SLP_TREE_SCALAR_STMTS (node
));
1105 SLP_TREE_SCALAR_STMTS (node
) = tmp_stmts
;
1109 /* Check if the required load permutation is supported.
1110 LOAD_PERMUTATION contains a list of indices of the loads.
1111 In SLP this permutation is relative to the order of strided stores that are
1112 the base of the SLP instance. */
1115 vect_supported_load_permutation_p (slp_instance slp_instn
, int group_size
,
1116 VEC (int, heap
) *load_permutation
)
1118 int i
= 0, j
, prev
= -1, next
, k
, number_of_groups
;
1119 bool supported
, bad_permutation
= false;
1121 slp_tree node
, other_complex_node
;
1122 gimple stmt
, first
= NULL
, other_node_first
, load
, next_load
, first_load
;
1123 unsigned complex_numbers
= 0;
1124 struct data_reference
*dr
;
1125 bb_vec_info bb_vinfo
;
1127 /* FORNOW: permutations are only supported in SLP. */
1131 if (vect_print_dump_info (REPORT_SLP
))
1133 fprintf (vect_dump
, "Load permutation ");
1134 FOR_EACH_VEC_ELT (int, load_permutation
, i
, next
)
1135 fprintf (vect_dump
, "%d ", next
);
1138 /* In case of reduction every load permutation is allowed, since the order
1139 of the reduction statements is not important (as opposed to the case of
1140 strided stores). The only condition we need to check is that all the
1141 load nodes are of the same size and have the same permutation (and then
1142 rearrange all the nodes of the SLP instance according to this
1145 /* Check that all the load nodes are of the same size. */
1146 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (slp_instn
), i
, node
)
1148 if (VEC_length (gimple
, SLP_TREE_SCALAR_STMTS (node
))
1149 != (unsigned) group_size
)
1152 stmt
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (node
), 0);
1153 if (is_gimple_assign (stmt
)
1154 && (gimple_assign_rhs_code (stmt
) == REALPART_EXPR
1155 || gimple_assign_rhs_code (stmt
) == IMAGPART_EXPR
))
1159 /* Complex operands can be swapped as following:
1160 real_c = real_b + real_a;
1161 imag_c = imag_a + imag_b;
1162 i.e., we have {real_b, imag_a} and {real_a, imag_b} instead of
1163 {real_a, imag_a} and {real_b, imag_b}. We check here that if interleaving
1164 chains are mixed, they match the above pattern. */
1165 if (complex_numbers
)
1167 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (slp_instn
), i
, node
)
1169 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), j
, stmt
)
1175 if (GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
)) != first
)
1177 if (complex_numbers
!= 2)
1185 other_complex_node
= VEC_index (slp_tree
,
1186 SLP_INSTANCE_LOADS (slp_instn
), k
);
1187 other_node_first
= VEC_index (gimple
,
1188 SLP_TREE_SCALAR_STMTS (other_complex_node
), 0);
1190 if (GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
))
1191 != other_node_first
)
1199 /* We checked that this case ok, so there is no need to proceed with
1200 permutation tests. */
1201 if (complex_numbers
== 2
1202 && VEC_length (slp_tree
, SLP_INSTANCE_LOADS (slp_instn
)) == 2)
1204 VEC_free (slp_tree
, heap
, SLP_INSTANCE_LOADS (slp_instn
));
1205 VEC_free (int, heap
, SLP_INSTANCE_LOAD_PERMUTATION (slp_instn
));
1209 node
= SLP_INSTANCE_TREE (slp_instn
);
1210 stmt
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (node
), 0);
1211 /* LOAD_PERMUTATION is a list of indices of all the loads of the SLP
1212 instance, not all the loads belong to the same node or interleaving
1213 group. Hence, we need to divide them into groups according to
1215 number_of_groups
= VEC_length (int, load_permutation
) / group_size
;
1217 /* Reduction (there are no data-refs in the root).
1218 In reduction chain the order of the loads is important. */
1219 if (!STMT_VINFO_DATA_REF (vinfo_for_stmt (stmt
))
1220 && !GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
)))
1222 int first_group_load_index
;
1224 /* Compare all the permutation sequences to the first one. */
1225 for (i
= 1; i
< number_of_groups
; i
++)
1228 for (j
= i
* group_size
; j
< i
* group_size
+ group_size
; j
++)
1230 next
= VEC_index (int, load_permutation
, j
);
1231 first_group_load_index
= VEC_index (int, load_permutation
, k
);
1233 if (next
!= first_group_load_index
)
1235 bad_permutation
= true;
1242 if (bad_permutation
)
1246 if (!bad_permutation
)
1248 /* Check that the loads in the first sequence are different and there
1249 are no gaps between them. */
1250 load_index
= sbitmap_alloc (group_size
);
1251 sbitmap_zero (load_index
);
1252 for (k
= 0; k
< group_size
; k
++)
1254 first_group_load_index
= VEC_index (int, load_permutation
, k
);
1255 if (TEST_BIT (load_index
, first_group_load_index
))
1257 bad_permutation
= true;
1261 SET_BIT (load_index
, first_group_load_index
);
1264 if (!bad_permutation
)
1265 for (k
= 0; k
< group_size
; k
++)
1266 if (!TEST_BIT (load_index
, k
))
1268 bad_permutation
= true;
1272 sbitmap_free (load_index
);
1275 if (!bad_permutation
)
1277 /* This permutation is valid for reduction. Since the order of the
1278 statements in the nodes is not important unless they are memory
1279 accesses, we can rearrange the statements in all the nodes
1280 according to the order of the loads. */
1281 vect_slp_rearrange_stmts (SLP_INSTANCE_TREE (slp_instn
), group_size
,
1283 VEC_free (int, heap
, SLP_INSTANCE_LOAD_PERMUTATION (slp_instn
));
1288 /* In basic block vectorization we allow any subchain of an interleaving
1290 FORNOW: not supported in loop SLP because of realignment compications. */
1291 bb_vinfo
= STMT_VINFO_BB_VINFO (vinfo_for_stmt (stmt
));
1292 bad_permutation
= false;
1293 /* Check that for every node in the instance teh loads form a subchain. */
1296 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (slp_instn
), i
, node
)
1300 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), j
, load
)
1303 first_load
= GROUP_FIRST_ELEMENT (vinfo_for_stmt (load
));
1305 != GROUP_FIRST_ELEMENT (vinfo_for_stmt (load
)))
1307 bad_permutation
= true;
1311 if (j
!= 0 && next_load
!= load
)
1313 bad_permutation
= true;
1317 next_load
= GROUP_NEXT_ELEMENT (vinfo_for_stmt (load
));
1320 if (bad_permutation
)
1324 /* Check that the alignment of the first load in every subchain, i.e.,
1325 the first statement in every load node, is supported. */
1326 if (!bad_permutation
)
1328 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (slp_instn
), i
, node
)
1330 first_load
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (node
), 0);
1332 != GROUP_FIRST_ELEMENT (vinfo_for_stmt (first_load
)))
1334 dr
= STMT_VINFO_DATA_REF (vinfo_for_stmt (first_load
));
1335 if (vect_supportable_dr_alignment (dr
, false)
1336 == dr_unaligned_unsupported
)
1338 if (vect_print_dump_info (REPORT_SLP
))
1340 fprintf (vect_dump
, "unsupported unaligned load ");
1341 print_gimple_stmt (vect_dump
, first_load
, 0,
1344 bad_permutation
= true;
1350 if (!bad_permutation
)
1352 VEC_free (int, heap
, SLP_INSTANCE_LOAD_PERMUTATION (slp_instn
));
1358 /* FORNOW: the only supported permutation is 0..01..1.. of length equal to
1359 GROUP_SIZE and where each sequence of same drs is of GROUP_SIZE length as
1360 well (unless it's reduction). */
1361 if (VEC_length (int, load_permutation
)
1362 != (unsigned int) (group_size
* group_size
))
1366 load_index
= sbitmap_alloc (group_size
);
1367 sbitmap_zero (load_index
);
1368 for (j
= 0; j
< group_size
; j
++)
1370 for (i
= j
* group_size
, k
= 0;
1371 VEC_iterate (int, load_permutation
, i
, next
) && k
< group_size
;
1374 if (i
!= j
* group_size
&& next
!= prev
)
1383 if (TEST_BIT (load_index
, prev
))
1389 SET_BIT (load_index
, prev
);
1392 for (j
= 0; j
< group_size
; j
++)
1393 if (!TEST_BIT (load_index
, j
))
1396 sbitmap_free (load_index
);
1398 if (supported
&& i
== group_size
* group_size
1399 && vect_supported_slp_permutation_p (slp_instn
))
1406 /* Find the first load in the loop that belongs to INSTANCE.
1407 When loads are in several SLP nodes, there can be a case in which the first
1408 load does not appear in the first SLP node to be transformed, causing
1409 incorrect order of statements. Since we generate all the loads together,
1410 they must be inserted before the first load of the SLP instance and not
1411 before the first load of the first node of the instance. */
1414 vect_find_first_load_in_slp_instance (slp_instance instance
)
1418 gimple first_load
= NULL
, load
;
1420 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (instance
), i
, load_node
)
1421 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (load_node
), j
, load
)
1422 first_load
= get_earlier_stmt (load
, first_load
);
1428 /* Find the last store in SLP INSTANCE. */
1431 vect_find_last_store_in_slp_instance (slp_instance instance
)
1435 gimple last_store
= NULL
, store
;
1437 node
= SLP_INSTANCE_TREE (instance
);
1439 VEC_iterate (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, store
);
1441 last_store
= get_later_stmt (store
, last_store
);
1447 /* Analyze an SLP instance starting from a group of strided stores. Call
1448 vect_build_slp_tree to build a tree of packed stmts if possible.
1449 Return FALSE if it's impossible to SLP any stmt in the loop. */
1452 vect_analyze_slp_instance (loop_vec_info loop_vinfo
, bb_vec_info bb_vinfo
,
1455 slp_instance new_instance
;
1457 unsigned int group_size
= GROUP_SIZE (vinfo_for_stmt (stmt
));
1458 unsigned int unrolling_factor
= 1, nunits
;
1459 tree vectype
, scalar_type
= NULL_TREE
;
1461 unsigned int vectorization_factor
= 0;
1462 int inside_cost
= 0, outside_cost
= 0, ncopies_for_cost
, i
;
1463 unsigned int max_nunits
= 0;
1464 VEC (int, heap
) *load_permutation
;
1465 VEC (slp_tree
, heap
) *loads
;
1466 struct data_reference
*dr
= STMT_VINFO_DATA_REF (vinfo_for_stmt (stmt
));
1467 bool loads_permuted
= false;
1468 VEC (gimple
, heap
) *scalar_stmts
;
1470 if (GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
)))
1474 scalar_type
= TREE_TYPE (DR_REF (dr
));
1475 vectype
= get_vectype_for_scalar_type (scalar_type
);
1479 gcc_assert (loop_vinfo
);
1480 vectype
= STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt
));
1483 group_size
= GROUP_SIZE (vinfo_for_stmt (stmt
));
1487 gcc_assert (loop_vinfo
);
1488 vectype
= STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt
));
1489 group_size
= VEC_length (gimple
, LOOP_VINFO_REDUCTIONS (loop_vinfo
));
1494 if (vect_print_dump_info (REPORT_SLP
))
1496 fprintf (vect_dump
, "Build SLP failed: unsupported data-type ");
1497 print_generic_expr (vect_dump
, scalar_type
, TDF_SLIM
);
1503 nunits
= TYPE_VECTOR_SUBPARTS (vectype
);
1505 vectorization_factor
= LOOP_VINFO_VECT_FACTOR (loop_vinfo
);
1507 vectorization_factor
= nunits
;
1509 /* Calculate the unrolling factor. */
1510 unrolling_factor
= least_common_multiple (nunits
, group_size
) / group_size
;
1511 if (unrolling_factor
!= 1 && !loop_vinfo
)
1513 if (vect_print_dump_info (REPORT_SLP
))
1514 fprintf (vect_dump
, "Build SLP failed: unrolling required in basic"
1520 /* Create a node (a root of the SLP tree) for the packed strided stores. */
1521 scalar_stmts
= VEC_alloc (gimple
, heap
, group_size
);
1523 if (GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
)))
1525 /* Collect the stores and store them in SLP_TREE_SCALAR_STMTS. */
1528 if (STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (next
))
1529 && STMT_VINFO_RELATED_STMT (vinfo_for_stmt (next
)))
1530 VEC_safe_push (gimple
, heap
, scalar_stmts
,
1531 STMT_VINFO_RELATED_STMT (vinfo_for_stmt (next
)));
1533 VEC_safe_push (gimple
, heap
, scalar_stmts
, next
);
1534 next
= GROUP_NEXT_ELEMENT (vinfo_for_stmt (next
));
1539 /* Collect reduction statements. */
1540 VEC (gimple
, heap
) *reductions
= LOOP_VINFO_REDUCTIONS (loop_vinfo
);
1541 for (i
= 0; VEC_iterate (gimple
, reductions
, i
, next
); i
++)
1542 VEC_safe_push (gimple
, heap
, scalar_stmts
, next
);
1545 node
= vect_create_new_slp_node (scalar_stmts
);
1547 /* Calculate the number of vector stmts to create based on the unrolling
1548 factor (number of vectors is 1 if NUNITS >= GROUP_SIZE, and is
1549 GROUP_SIZE / NUNITS otherwise. */
1550 ncopies_for_cost
= unrolling_factor
* group_size
/ nunits
;
1552 load_permutation
= VEC_alloc (int, heap
, group_size
* group_size
);
1553 loads
= VEC_alloc (slp_tree
, heap
, group_size
);
1555 /* Build the tree for the SLP instance. */
1556 if (vect_build_slp_tree (loop_vinfo
, bb_vinfo
, &node
, group_size
,
1557 &inside_cost
, &outside_cost
, ncopies_for_cost
,
1558 &max_nunits
, &load_permutation
, &loads
,
1559 vectorization_factor
, &loads_permuted
))
1561 /* Calculate the unrolling factor based on the smallest type. */
1562 if (max_nunits
> nunits
)
1563 unrolling_factor
= least_common_multiple (max_nunits
, group_size
)
1566 if (unrolling_factor
!= 1 && !loop_vinfo
)
1568 if (vect_print_dump_info (REPORT_SLP
))
1569 fprintf (vect_dump
, "Build SLP failed: unrolling required in basic"
1571 vect_free_slp_tree (node
);
1572 VEC_free (int, heap
, load_permutation
);
1573 VEC_free (slp_tree
, heap
, loads
);
1577 /* Create a new SLP instance. */
1578 new_instance
= XNEW (struct _slp_instance
);
1579 SLP_INSTANCE_TREE (new_instance
) = node
;
1580 SLP_INSTANCE_GROUP_SIZE (new_instance
) = group_size
;
1581 SLP_INSTANCE_UNROLLING_FACTOR (new_instance
) = unrolling_factor
;
1582 SLP_INSTANCE_OUTSIDE_OF_LOOP_COST (new_instance
) = outside_cost
;
1583 SLP_INSTANCE_INSIDE_OF_LOOP_COST (new_instance
) = inside_cost
;
1584 SLP_INSTANCE_LOADS (new_instance
) = loads
;
1585 SLP_INSTANCE_FIRST_LOAD_STMT (new_instance
) = NULL
;
1586 SLP_INSTANCE_LOAD_PERMUTATION (new_instance
) = load_permutation
;
1590 if (!vect_supported_load_permutation_p (new_instance
, group_size
,
1593 if (vect_print_dump_info (REPORT_SLP
))
1595 fprintf (vect_dump
, "Build SLP failed: unsupported load "
1597 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
1600 vect_free_slp_instance (new_instance
);
1604 SLP_INSTANCE_FIRST_LOAD_STMT (new_instance
)
1605 = vect_find_first_load_in_slp_instance (new_instance
);
1608 VEC_free (int, heap
, SLP_INSTANCE_LOAD_PERMUTATION (new_instance
));
1611 VEC_safe_push (slp_instance
, heap
,
1612 LOOP_VINFO_SLP_INSTANCES (loop_vinfo
),
1615 VEC_safe_push (slp_instance
, heap
, BB_VINFO_SLP_INSTANCES (bb_vinfo
),
1618 if (vect_print_dump_info (REPORT_SLP
))
1619 vect_print_slp_tree (node
);
1624 /* Failed to SLP. */
1625 /* Free the allocated memory. */
1626 vect_free_slp_tree (node
);
1627 VEC_free (int, heap
, load_permutation
);
1628 VEC_free (slp_tree
, heap
, loads
);
1634 /* Check if there are stmts in the loop can be vectorized using SLP. Build SLP
1635 trees of packed scalar stmts if SLP is possible. */
1638 vect_analyze_slp (loop_vec_info loop_vinfo
, bb_vec_info bb_vinfo
)
1641 VEC (gimple
, heap
) *strided_stores
, *reductions
= NULL
, *reduc_chains
= NULL
;
1642 gimple first_element
;
1645 if (vect_print_dump_info (REPORT_SLP
))
1646 fprintf (vect_dump
, "=== vect_analyze_slp ===");
1650 strided_stores
= LOOP_VINFO_STRIDED_STORES (loop_vinfo
);
1651 reduc_chains
= LOOP_VINFO_REDUCTION_CHAINS (loop_vinfo
);
1652 reductions
= LOOP_VINFO_REDUCTIONS (loop_vinfo
);
1655 strided_stores
= BB_VINFO_STRIDED_STORES (bb_vinfo
);
1657 /* Find SLP sequences starting from groups of strided stores. */
1658 FOR_EACH_VEC_ELT (gimple
, strided_stores
, i
, first_element
)
1659 if (vect_analyze_slp_instance (loop_vinfo
, bb_vinfo
, first_element
))
1662 if (bb_vinfo
&& !ok
)
1664 if (vect_print_dump_info (REPORT_SLP
))
1665 fprintf (vect_dump
, "Failed to SLP the basic block.");
1671 && VEC_length (gimple
, LOOP_VINFO_REDUCTION_CHAINS (loop_vinfo
)) > 0)
1673 /* Find SLP sequences starting from reduction chains. */
1674 FOR_EACH_VEC_ELT (gimple
, reduc_chains
, i
, first_element
)
1675 if (vect_analyze_slp_instance (loop_vinfo
, bb_vinfo
, first_element
))
1680 /* Don't try to vectorize SLP reductions if reduction chain was
1685 /* Find SLP sequences starting from groups of reductions. */
1686 if (loop_vinfo
&& VEC_length (gimple
, LOOP_VINFO_REDUCTIONS (loop_vinfo
)) > 1
1687 && vect_analyze_slp_instance (loop_vinfo
, bb_vinfo
,
1688 VEC_index (gimple
, reductions
, 0)))
1695 /* For each possible SLP instance decide whether to SLP it and calculate overall
1696 unrolling factor needed to SLP the loop. Return TRUE if decided to SLP at
1697 least one instance. */
1700 vect_make_slp_decision (loop_vec_info loop_vinfo
)
1702 unsigned int i
, unrolling_factor
= 1;
1703 VEC (slp_instance
, heap
) *slp_instances
= LOOP_VINFO_SLP_INSTANCES (loop_vinfo
);
1704 slp_instance instance
;
1705 int decided_to_slp
= 0;
1707 if (vect_print_dump_info (REPORT_SLP
))
1708 fprintf (vect_dump
, "=== vect_make_slp_decision ===");
1710 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
1712 /* FORNOW: SLP if you can. */
1713 if (unrolling_factor
< SLP_INSTANCE_UNROLLING_FACTOR (instance
))
1714 unrolling_factor
= SLP_INSTANCE_UNROLLING_FACTOR (instance
);
1716 /* Mark all the stmts that belong to INSTANCE as PURE_SLP stmts. Later we
1717 call vect_detect_hybrid_slp () to find stmts that need hybrid SLP and
1718 loop-based vectorization. Such stmts will be marked as HYBRID. */
1719 vect_mark_slp_stmts (SLP_INSTANCE_TREE (instance
), pure_slp
, -1);
1723 LOOP_VINFO_SLP_UNROLLING_FACTOR (loop_vinfo
) = unrolling_factor
;
1725 if (decided_to_slp
&& vect_print_dump_info (REPORT_SLP
))
1726 fprintf (vect_dump
, "Decided to SLP %d instances. Unrolling factor %d",
1727 decided_to_slp
, unrolling_factor
);
1729 return (decided_to_slp
> 0);
1733 /* Find stmts that must be both vectorized and SLPed (since they feed stmts that
1734 can't be SLPed) in the tree rooted at NODE. Mark such stmts as HYBRID. */
1737 vect_detect_hybrid_slp_stmts (slp_tree node
)
1740 VEC (gimple
, heap
) *stmts
= SLP_TREE_SCALAR_STMTS (node
);
1741 gimple stmt
= VEC_index (gimple
, stmts
, 0);
1742 imm_use_iterator imm_iter
;
1744 stmt_vec_info stmt_vinfo
= vinfo_for_stmt (stmt
);
1746 loop_vec_info loop_vinfo
= STMT_VINFO_LOOP_VINFO (stmt_vinfo
);
1747 struct loop
*loop
= NULL
;
1748 bb_vec_info bb_vinfo
= STMT_VINFO_BB_VINFO (stmt_vinfo
);
1749 basic_block bb
= NULL
;
1755 loop
= LOOP_VINFO_LOOP (loop_vinfo
);
1757 bb
= BB_VINFO_BB (bb_vinfo
);
1759 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
1760 if (PURE_SLP_STMT (vinfo_for_stmt (stmt
))
1761 && TREE_CODE (gimple_op (stmt
, 0)) == SSA_NAME
)
1762 FOR_EACH_IMM_USE_STMT (use_stmt
, imm_iter
, gimple_op (stmt
, 0))
1763 if (gimple_bb (use_stmt
)
1764 && ((loop
&& flow_bb_inside_loop_p (loop
, gimple_bb (use_stmt
)))
1765 || bb
== gimple_bb (use_stmt
))
1766 && (stmt_vinfo
= vinfo_for_stmt (use_stmt
))
1767 && !STMT_SLP_TYPE (stmt_vinfo
)
1768 && (STMT_VINFO_RELEVANT (stmt_vinfo
)
1769 || VECTORIZABLE_CYCLE_DEF (STMT_VINFO_DEF_TYPE (stmt_vinfo
)))
1770 && !(gimple_code (use_stmt
) == GIMPLE_PHI
1771 && STMT_VINFO_DEF_TYPE (stmt_vinfo
)
1772 == vect_reduction_def
))
1773 vect_mark_slp_stmts (node
, hybrid
, i
);
1775 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
1776 vect_detect_hybrid_slp_stmts ((slp_tree
) child
);
1780 /* Find stmts that must be both vectorized and SLPed. */
1783 vect_detect_hybrid_slp (loop_vec_info loop_vinfo
)
1786 VEC (slp_instance
, heap
) *slp_instances
= LOOP_VINFO_SLP_INSTANCES (loop_vinfo
);
1787 slp_instance instance
;
1789 if (vect_print_dump_info (REPORT_SLP
))
1790 fprintf (vect_dump
, "=== vect_detect_hybrid_slp ===");
1792 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
1793 vect_detect_hybrid_slp_stmts (SLP_INSTANCE_TREE (instance
));
1797 /* Create and initialize a new bb_vec_info struct for BB, as well as
1798 stmt_vec_info structs for all the stmts in it. */
1801 new_bb_vec_info (basic_block bb
)
1803 bb_vec_info res
= NULL
;
1804 gimple_stmt_iterator gsi
;
1806 res
= (bb_vec_info
) xcalloc (1, sizeof (struct _bb_vec_info
));
1807 BB_VINFO_BB (res
) = bb
;
1809 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1811 gimple stmt
= gsi_stmt (gsi
);
1812 gimple_set_uid (stmt
, 0);
1813 set_vinfo_for_stmt (stmt
, new_stmt_vec_info (stmt
, NULL
, res
));
1816 BB_VINFO_STRIDED_STORES (res
) = VEC_alloc (gimple
, heap
, 10);
1817 BB_VINFO_SLP_INSTANCES (res
) = VEC_alloc (slp_instance
, heap
, 2);
1824 /* Free BB_VINFO struct, as well as all the stmt_vec_info structs of all the
1825 stmts in the basic block. */
1828 destroy_bb_vec_info (bb_vec_info bb_vinfo
)
1830 VEC (slp_instance
, heap
) *slp_instances
;
1831 slp_instance instance
;
1833 gimple_stmt_iterator si
;
1839 bb
= BB_VINFO_BB (bb_vinfo
);
1841 for (si
= gsi_start_bb (bb
); !gsi_end_p (si
); gsi_next (&si
))
1843 gimple stmt
= gsi_stmt (si
);
1844 stmt_vec_info stmt_info
= vinfo_for_stmt (stmt
);
1847 /* Free stmt_vec_info. */
1848 free_stmt_vec_info (stmt
);
1851 free_data_refs (BB_VINFO_DATAREFS (bb_vinfo
));
1852 free_dependence_relations (BB_VINFO_DDRS (bb_vinfo
));
1853 VEC_free (gimple
, heap
, BB_VINFO_STRIDED_STORES (bb_vinfo
));
1854 slp_instances
= BB_VINFO_SLP_INSTANCES (bb_vinfo
);
1855 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
1856 vect_free_slp_instance (instance
);
1857 VEC_free (slp_instance
, heap
, BB_VINFO_SLP_INSTANCES (bb_vinfo
));
1863 /* Analyze statements contained in SLP tree node after recursively analyzing
1864 the subtree. Return TRUE if the operations are supported. */
1867 vect_slp_analyze_node_operations (bb_vec_info bb_vinfo
, slp_tree node
)
1877 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
1878 if (!vect_slp_analyze_node_operations (bb_vinfo
, (slp_tree
) child
))
1881 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
1883 stmt_vec_info stmt_info
= vinfo_for_stmt (stmt
);
1884 gcc_assert (stmt_info
);
1885 gcc_assert (PURE_SLP_STMT (stmt_info
));
1887 if (!vect_analyze_stmt (stmt
, &dummy
, node
))
1895 /* Analyze statements in SLP instances of the basic block. Return TRUE if the
1896 operations are supported. */
1899 vect_slp_analyze_operations (bb_vec_info bb_vinfo
)
1901 VEC (slp_instance
, heap
) *slp_instances
= BB_VINFO_SLP_INSTANCES (bb_vinfo
);
1902 slp_instance instance
;
1905 for (i
= 0; VEC_iterate (slp_instance
, slp_instances
, i
, instance
); )
1907 if (!vect_slp_analyze_node_operations (bb_vinfo
,
1908 SLP_INSTANCE_TREE (instance
)))
1910 vect_free_slp_instance (instance
);
1911 VEC_ordered_remove (slp_instance
, slp_instances
, i
);
1917 if (!VEC_length (slp_instance
, slp_instances
))
1923 /* Check if vectorization of the basic block is profitable. */
1926 vect_bb_vectorization_profitable_p (bb_vec_info bb_vinfo
)
1928 VEC (slp_instance
, heap
) *slp_instances
= BB_VINFO_SLP_INSTANCES (bb_vinfo
);
1929 slp_instance instance
;
1931 unsigned int vec_outside_cost
= 0, vec_inside_cost
= 0, scalar_cost
= 0;
1932 unsigned int stmt_cost
;
1934 gimple_stmt_iterator si
;
1935 basic_block bb
= BB_VINFO_BB (bb_vinfo
);
1936 stmt_vec_info stmt_info
= NULL
;
1937 tree dummy_type
= NULL
;
1940 /* Calculate vector costs. */
1941 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
1943 vec_outside_cost
+= SLP_INSTANCE_OUTSIDE_OF_LOOP_COST (instance
);
1944 vec_inside_cost
+= SLP_INSTANCE_INSIDE_OF_LOOP_COST (instance
);
1947 /* Calculate scalar cost. */
1948 for (si
= gsi_start_bb (bb
); !gsi_end_p (si
); gsi_next (&si
))
1950 stmt
= gsi_stmt (si
);
1951 stmt_info
= vinfo_for_stmt (stmt
);
1953 if (!stmt_info
|| !STMT_VINFO_VECTORIZABLE (stmt_info
)
1954 || !PURE_SLP_STMT (stmt_info
))
1957 if (STMT_VINFO_DATA_REF (stmt_info
))
1959 if (DR_IS_READ (STMT_VINFO_DATA_REF (stmt_info
)))
1960 stmt_cost
= targetm
.vectorize
.builtin_vectorization_cost
1961 (scalar_load
, dummy_type
, dummy
);
1963 stmt_cost
= targetm
.vectorize
.builtin_vectorization_cost
1964 (scalar_store
, dummy_type
, dummy
);
1967 stmt_cost
= targetm
.vectorize
.builtin_vectorization_cost
1968 (scalar_stmt
, dummy_type
, dummy
);
1970 scalar_cost
+= stmt_cost
;
1973 if (vect_print_dump_info (REPORT_COST
))
1975 fprintf (vect_dump
, "Cost model analysis: \n");
1976 fprintf (vect_dump
, " Vector inside of basic block cost: %d\n",
1978 fprintf (vect_dump
, " Vector outside of basic block cost: %d\n",
1980 fprintf (vect_dump
, " Scalar cost of basic block: %d", scalar_cost
);
1983 /* Vectorization is profitable if its cost is less than the cost of scalar
1985 if (vec_outside_cost
+ vec_inside_cost
>= scalar_cost
)
1991 /* Check if the basic block can be vectorized. */
1994 vect_slp_analyze_bb_1 (basic_block bb
)
1996 bb_vec_info bb_vinfo
;
1997 VEC (ddr_p
, heap
) *ddrs
;
1998 VEC (slp_instance
, heap
) *slp_instances
;
1999 slp_instance instance
;
2002 int max_vf
= MAX_VECTORIZATION_FACTOR
;
2004 bb_vinfo
= new_bb_vec_info (bb
);
2008 if (!vect_analyze_data_refs (NULL
, bb_vinfo
, &min_vf
))
2010 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2011 fprintf (vect_dump
, "not vectorized: unhandled data-ref in basic "
2014 destroy_bb_vec_info (bb_vinfo
);
2018 ddrs
= BB_VINFO_DDRS (bb_vinfo
);
2019 if (!VEC_length (ddr_p
, ddrs
))
2021 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2022 fprintf (vect_dump
, "not vectorized: not enough data-refs in basic "
2025 destroy_bb_vec_info (bb_vinfo
);
2029 if (!vect_analyze_data_ref_dependences (NULL
, bb_vinfo
, &max_vf
)
2032 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2033 fprintf (vect_dump
, "not vectorized: unhandled data dependence "
2034 "in basic block.\n");
2036 destroy_bb_vec_info (bb_vinfo
);
2040 if (!vect_analyze_data_refs_alignment (NULL
, bb_vinfo
))
2042 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2043 fprintf (vect_dump
, "not vectorized: bad data alignment in basic "
2046 destroy_bb_vec_info (bb_vinfo
);
2050 if (!vect_analyze_data_ref_accesses (NULL
, bb_vinfo
))
2052 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2053 fprintf (vect_dump
, "not vectorized: unhandled data access in basic "
2056 destroy_bb_vec_info (bb_vinfo
);
2060 if (!vect_verify_datarefs_alignment (NULL
, bb_vinfo
))
2062 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2063 fprintf (vect_dump
, "not vectorized: unsupported alignment in basic "
2066 destroy_bb_vec_info (bb_vinfo
);
2070 /* Check the SLP opportunities in the basic block, analyze and build SLP
2072 if (!vect_analyze_slp (NULL
, bb_vinfo
))
2074 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2075 fprintf (vect_dump
, "not vectorized: failed to find SLP opportunities "
2076 "in basic block.\n");
2078 destroy_bb_vec_info (bb_vinfo
);
2082 slp_instances
= BB_VINFO_SLP_INSTANCES (bb_vinfo
);
2084 /* Mark all the statements that we want to vectorize as pure SLP and
2086 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
2088 vect_mark_slp_stmts (SLP_INSTANCE_TREE (instance
), pure_slp
, -1);
2089 vect_mark_slp_stmts_relevant (SLP_INSTANCE_TREE (instance
));
2092 if (!vect_slp_analyze_operations (bb_vinfo
))
2094 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2095 fprintf (vect_dump
, "not vectorized: bad operation in basic block.\n");
2097 destroy_bb_vec_info (bb_vinfo
);
2101 /* Cost model: check if the vectorization is worthwhile. */
2102 if (flag_vect_cost_model
2103 && !vect_bb_vectorization_profitable_p (bb_vinfo
))
2105 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2106 fprintf (vect_dump
, "not vectorized: vectorization is not "
2109 destroy_bb_vec_info (bb_vinfo
);
2113 if (vect_print_dump_info (REPORT_DETAILS
))
2114 fprintf (vect_dump
, "Basic block will be vectorized using SLP\n");
2121 vect_slp_analyze_bb (basic_block bb
)
2123 bb_vec_info bb_vinfo
;
2125 gimple_stmt_iterator gsi
;
2126 unsigned int vector_sizes
;
2128 if (vect_print_dump_info (REPORT_DETAILS
))
2129 fprintf (vect_dump
, "===vect_slp_analyze_bb===\n");
2131 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
2133 gimple stmt
= gsi_stmt (gsi
);
2134 if (!is_gimple_debug (stmt
)
2135 && !gimple_nop_p (stmt
)
2136 && gimple_code (stmt
) != GIMPLE_LABEL
)
2140 if (insns
> PARAM_VALUE (PARAM_SLP_MAX_INSNS_IN_BB
))
2142 if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
2143 fprintf (vect_dump
, "not vectorized: too many instructions in basic "
2149 /* Autodetect first vector size we try. */
2150 current_vector_size
= 0;
2151 vector_sizes
= targetm
.vectorize
.autovectorize_vector_sizes ();
2155 bb_vinfo
= vect_slp_analyze_bb_1 (bb
);
2159 destroy_bb_vec_info (bb_vinfo
);
2161 vector_sizes
&= ~current_vector_size
;
2162 if (vector_sizes
== 0
2163 || current_vector_size
== 0)
2166 /* Try the next biggest vector size. */
2167 current_vector_size
= 1 << floor_log2 (vector_sizes
);
2168 if (vect_print_dump_info (REPORT_DETAILS
))
2169 fprintf (vect_dump
, "***** Re-trying analysis with "
2170 "vector size %d\n", current_vector_size
);
2175 /* SLP costs are calculated according to SLP instance unrolling factor (i.e.,
2176 the number of created vector stmts depends on the unrolling factor).
2177 However, the actual number of vector stmts for every SLP node depends on
2178 VF which is set later in vect_analyze_operations (). Hence, SLP costs
2179 should be updated. In this function we assume that the inside costs
2180 calculated in vect_model_xxx_cost are linear in ncopies. */
2183 vect_update_slp_costs_according_to_vf (loop_vec_info loop_vinfo
)
2185 unsigned int i
, vf
= LOOP_VINFO_VECT_FACTOR (loop_vinfo
);
2186 VEC (slp_instance
, heap
) *slp_instances
= LOOP_VINFO_SLP_INSTANCES (loop_vinfo
);
2187 slp_instance instance
;
2189 if (vect_print_dump_info (REPORT_SLP
))
2190 fprintf (vect_dump
, "=== vect_update_slp_costs_according_to_vf ===");
2192 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
2193 /* We assume that costs are linear in ncopies. */
2194 SLP_INSTANCE_INSIDE_OF_LOOP_COST (instance
) *= vf
2195 / SLP_INSTANCE_UNROLLING_FACTOR (instance
);
2199 /* For constant and loop invariant defs of SLP_NODE this function returns
2200 (vector) defs (VEC_OPRNDS) that will be used in the vectorized stmts.
2201 OP_NUM determines if we gather defs for operand 0 or operand 1 of the RHS of
2202 scalar stmts. NUMBER_OF_VECTORS is the number of vector defs to create.
2203 REDUC_INDEX is the index of the reduction operand in the statements, unless
2207 vect_get_constant_vectors (tree op
, slp_tree slp_node
,
2208 VEC (tree
, heap
) **vec_oprnds
,
2209 unsigned int op_num
, unsigned int number_of_vectors
,
2212 VEC (gimple
, heap
) *stmts
= SLP_TREE_SCALAR_STMTS (slp_node
);
2213 gimple stmt
= VEC_index (gimple
, stmts
, 0);
2214 stmt_vec_info stmt_vinfo
= vinfo_for_stmt (stmt
);
2218 int j
, number_of_places_left_in_vector
;
2221 int group_size
= VEC_length (gimple
, stmts
);
2222 unsigned int vec_num
, i
;
2223 int number_of_copies
= 1;
2224 VEC (tree
, heap
) *voprnds
= VEC_alloc (tree
, heap
, number_of_vectors
);
2225 bool constant_p
, is_store
;
2226 tree neutral_op
= NULL
;
2227 enum tree_code code
= gimple_expr_code (stmt
);
2231 if (STMT_VINFO_DEF_TYPE (stmt_vinfo
) == vect_reduction_def
2232 && reduc_index
!= -1)
2234 op_num
= reduc_index
- 1;
2235 op
= gimple_op (stmt
, reduc_index
);
2236 /* For additional copies (see the explanation of NUMBER_OF_COPIES below)
2237 we need either neutral operands or the original operands. See
2238 get_initial_def_for_reduction() for details. */
2241 case WIDEN_SUM_EXPR
:
2247 if (SCALAR_FLOAT_TYPE_P (TREE_TYPE (op
)))
2248 neutral_op
= build_real (TREE_TYPE (op
), dconst0
);
2250 neutral_op
= build_int_cst (TREE_TYPE (op
), 0);
2255 if (SCALAR_FLOAT_TYPE_P (TREE_TYPE (op
)))
2256 neutral_op
= build_real (TREE_TYPE (op
), dconst1
);
2258 neutral_op
= build_int_cst (TREE_TYPE (op
), 1);
2263 neutral_op
= build_int_cst (TREE_TYPE (op
), -1);
2268 def_stmt
= SSA_NAME_DEF_STMT (op
);
2269 loop
= (gimple_bb (stmt
))->loop_father
;
2270 neutral_op
= PHI_ARG_DEF_FROM_EDGE (def_stmt
,
2271 loop_preheader_edge (loop
));
2279 if (STMT_VINFO_DATA_REF (stmt_vinfo
))
2282 op
= gimple_assign_rhs1 (stmt
);
2289 if (CONSTANT_CLASS_P (op
))
2294 vector_type
= get_vectype_for_scalar_type (TREE_TYPE (op
));
2295 gcc_assert (vector_type
);
2296 nunits
= TYPE_VECTOR_SUBPARTS (vector_type
);
2298 /* NUMBER_OF_COPIES is the number of times we need to use the same values in
2299 created vectors. It is greater than 1 if unrolling is performed.
2301 For example, we have two scalar operands, s1 and s2 (e.g., group of
2302 strided accesses of size two), while NUNITS is four (i.e., four scalars
2303 of this type can be packed in a vector). The output vector will contain
2304 two copies of each scalar operand: {s1, s2, s1, s2}. (NUMBER_OF_COPIES
2307 If GROUP_SIZE > NUNITS, the scalars will be split into several vectors
2308 containing the operands.
2310 For example, NUNITS is four as before, and the group size is 8
2311 (s1, s2, ..., s8). We will create two vectors {s1, s2, s3, s4} and
2312 {s5, s6, s7, s8}. */
2314 number_of_copies
= least_common_multiple (nunits
, group_size
) / group_size
;
2316 number_of_places_left_in_vector
= nunits
;
2317 for (j
= 0; j
< number_of_copies
; j
++)
2319 for (i
= group_size
- 1; VEC_iterate (gimple
, stmts
, i
, stmt
); i
--)
2322 op
= gimple_assign_rhs1 (stmt
);
2328 if (op_num
== 0 || op_num
== 1)
2330 tree cond
= gimple_assign_rhs1 (stmt
);
2331 op
= TREE_OPERAND (cond
, op_num
);
2336 op
= gimple_assign_rhs2 (stmt
);
2338 op
= gimple_assign_rhs3 (stmt
);
2343 op
= gimple_call_arg (stmt
, op_num
);
2347 op
= gimple_op (stmt
, op_num
+ 1);
2351 if (reduc_index
!= -1)
2353 loop
= (gimple_bb (stmt
))->loop_father
;
2354 def_stmt
= SSA_NAME_DEF_STMT (op
);
2358 /* Get the def before the loop. In reduction chain we have only
2359 one initial value. */
2360 if ((j
!= (number_of_copies
- 1)
2361 || (GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt
))
2366 op
= PHI_ARG_DEF_FROM_EDGE (def_stmt
,
2367 loop_preheader_edge (loop
));
2370 /* Create 'vect_ = {op0,op1,...,opn}'. */
2371 t
= tree_cons (NULL_TREE
, op
, t
);
2373 number_of_places_left_in_vector
--;
2375 if (number_of_places_left_in_vector
== 0)
2377 number_of_places_left_in_vector
= nunits
;
2380 vec_cst
= build_vector (vector_type
, t
);
2382 vec_cst
= build_constructor_from_list (vector_type
, t
);
2383 VEC_quick_push (tree
, voprnds
,
2384 vect_init_vector (stmt
, vec_cst
, vector_type
, NULL
));
2390 /* Since the vectors are created in the reverse order, we should invert
2392 vec_num
= VEC_length (tree
, voprnds
);
2393 for (j
= vec_num
- 1; j
>= 0; j
--)
2395 vop
= VEC_index (tree
, voprnds
, j
);
2396 VEC_quick_push (tree
, *vec_oprnds
, vop
);
2399 VEC_free (tree
, heap
, voprnds
);
2401 /* In case that VF is greater than the unrolling factor needed for the SLP
2402 group of stmts, NUMBER_OF_VECTORS to be created is greater than
2403 NUMBER_OF_SCALARS/NUNITS or NUNITS/NUMBER_OF_SCALARS, and hence we have
2404 to replicate the vectors. */
2405 while (number_of_vectors
> VEC_length (tree
, *vec_oprnds
))
2407 tree neutral_vec
= NULL
;
2412 neutral_vec
= build_vector_from_val (vector_type
, neutral_op
);
2414 VEC_quick_push (tree
, *vec_oprnds
, neutral_vec
);
2418 for (i
= 0; VEC_iterate (tree
, *vec_oprnds
, i
, vop
) && i
< vec_num
; i
++)
2419 VEC_quick_push (tree
, *vec_oprnds
, vop
);
2425 /* Get vectorized definitions from SLP_NODE that contains corresponding
2426 vectorized def-stmts. */
2429 vect_get_slp_vect_defs (slp_tree slp_node
, VEC (tree
,heap
) **vec_oprnds
)
2432 gimple vec_def_stmt
;
2435 gcc_assert (SLP_TREE_VEC_STMTS (slp_node
));
2437 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_VEC_STMTS (slp_node
), i
, vec_def_stmt
)
2439 gcc_assert (vec_def_stmt
);
2440 vec_oprnd
= gimple_get_lhs (vec_def_stmt
);
2441 VEC_quick_push (tree
, *vec_oprnds
, vec_oprnd
);
2446 /* Get vectorized definitions for SLP_NODE.
2447 If the scalar definitions are loop invariants or constants, collect them and
2448 call vect_get_constant_vectors() to create vector stmts.
2449 Otherwise, the def-stmts must be already vectorized and the vectorized stmts
2450 must be stored in the corresponding child of SLP_NODE, and we call
2451 vect_get_slp_vect_defs () to retrieve them. */
2454 vect_get_slp_defs (VEC (tree
, heap
) *ops
, slp_tree slp_node
,
2455 VEC (slp_void_p
, heap
) **vec_oprnds
, int reduc_index
)
2457 gimple first_stmt
, first_def
;
2458 int number_of_vects
= 0, i
;
2459 unsigned int child_index
= 0;
2460 HOST_WIDE_INT lhs_size_unit
, rhs_size_unit
;
2461 slp_tree child
= NULL
;
2462 VEC (tree
, heap
) *vec_defs
;
2463 tree oprnd
, def_lhs
;
2464 bool vectorized_defs
;
2466 first_stmt
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (slp_node
), 0);
2467 FOR_EACH_VEC_ELT (tree
, ops
, i
, oprnd
)
2469 /* For each operand we check if it has vectorized definitions in a child
2470 node or we need to create them (for invariants and constants). We
2471 check if the LHS of the first stmt of the next child matches OPRND.
2472 If it does, we found the correct child. Otherwise, we call
2473 vect_get_constant_vectors (), and not advance CHILD_INDEX in order
2474 to check this child node for the next operand. */
2475 vectorized_defs
= false;
2476 if (VEC_length (slp_void_p
, SLP_TREE_CHILDREN (slp_node
)) > child_index
)
2478 child
= (slp_tree
) VEC_index (slp_void_p
,
2479 SLP_TREE_CHILDREN (slp_node
),
2481 first_def
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (child
), 0);
2483 /* In the end of a pattern sequence we have a use of the original stmt,
2484 so we need to compare OPRND with the original def. */
2485 if (is_pattern_stmt_p (vinfo_for_stmt (first_def
))
2486 && !STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (first_stmt
))
2487 && !is_pattern_stmt_p (vinfo_for_stmt (first_stmt
)))
2488 first_def
= STMT_VINFO_RELATED_STMT (vinfo_for_stmt (first_def
));
2490 if (is_gimple_call (first_def
))
2491 def_lhs
= gimple_call_lhs (first_def
);
2493 def_lhs
= gimple_assign_lhs (first_def
);
2495 if (operand_equal_p (oprnd
, def_lhs
, 0))
2497 /* The number of vector defs is determined by the number of
2498 vector statements in the node from which we get those
2500 number_of_vects
= SLP_TREE_NUMBER_OF_VEC_STMTS (child
);
2501 vectorized_defs
= true;
2506 if (!vectorized_defs
)
2510 number_of_vects
= SLP_TREE_NUMBER_OF_VEC_STMTS (slp_node
);
2511 /* Number of vector stmts was calculated according to LHS in
2512 vect_schedule_slp_instance (), fix it by replacing LHS with
2513 RHS, if necessary. See vect_get_smallest_scalar_type () for
2515 vect_get_smallest_scalar_type (first_stmt
, &lhs_size_unit
,
2517 if (rhs_size_unit
!= lhs_size_unit
)
2519 number_of_vects
*= rhs_size_unit
;
2520 number_of_vects
/= lhs_size_unit
;
2525 /* Allocate memory for vectorized defs. */
2526 vec_defs
= VEC_alloc (tree
, heap
, number_of_vects
);
2528 /* For reduction defs we call vect_get_constant_vectors (), since we are
2529 looking for initial loop invariant values. */
2530 if (vectorized_defs
&& reduc_index
== -1)
2531 /* The defs are already vectorized. */
2532 vect_get_slp_vect_defs (child
, &vec_defs
);
2534 /* Build vectors from scalar defs. */
2535 vect_get_constant_vectors (oprnd
, slp_node
, &vec_defs
, i
,
2536 number_of_vects
, reduc_index
);
2538 VEC_quick_push (slp_void_p
, *vec_oprnds
, (slp_void_p
) vec_defs
);
2540 /* For reductions, we only need initial values. */
2541 if (reduc_index
!= -1)
2547 /* Create NCOPIES permutation statements using the mask MASK_BYTES (by
2548 building a vector of type MASK_TYPE from it) and two input vectors placed in
2549 DR_CHAIN at FIRST_VEC_INDX and SECOND_VEC_INDX for the first copy and
2550 shifting by STRIDE elements of DR_CHAIN for every copy.
2551 (STRIDE is the number of vectorized stmts for NODE divided by the number of
2553 VECT_STMTS_COUNTER specifies the index in the vectorized stmts of NODE, where
2554 the created stmts must be inserted. */
2557 vect_create_mask_and_perm (gimple stmt
, gimple next_scalar_stmt
,
2558 tree mask
, int first_vec_indx
, int second_vec_indx
,
2559 gimple_stmt_iterator
*gsi
, slp_tree node
,
2560 tree vectype
, VEC(tree
,heap
) *dr_chain
,
2561 int ncopies
, int vect_stmts_counter
)
2564 gimple perm_stmt
= NULL
;
2565 stmt_vec_info next_stmt_info
;
2567 tree first_vec
, second_vec
, data_ref
;
2569 stride
= SLP_TREE_NUMBER_OF_VEC_STMTS (node
) / ncopies
;
2571 /* Initialize the vect stmts of NODE to properly insert the generated
2573 for (i
= VEC_length (gimple
, SLP_TREE_VEC_STMTS (node
));
2574 i
< (int) SLP_TREE_NUMBER_OF_VEC_STMTS (node
); i
++)
2575 VEC_quick_push (gimple
, SLP_TREE_VEC_STMTS (node
), NULL
);
2577 perm_dest
= vect_create_destination_var (gimple_assign_lhs (stmt
), vectype
);
2578 for (i
= 0; i
< ncopies
; i
++)
2580 first_vec
= VEC_index (tree
, dr_chain
, first_vec_indx
);
2581 second_vec
= VEC_index (tree
, dr_chain
, second_vec_indx
);
2583 /* Generate the permute statement. */
2584 perm_stmt
= gimple_build_assign_with_ops3 (VEC_PERM_EXPR
, perm_dest
,
2585 first_vec
, second_vec
, mask
);
2586 data_ref
= make_ssa_name (perm_dest
, perm_stmt
);
2587 gimple_set_lhs (perm_stmt
, data_ref
);
2588 vect_finish_stmt_generation (stmt
, perm_stmt
, gsi
);
2590 /* Store the vector statement in NODE. */
2591 VEC_replace (gimple
, SLP_TREE_VEC_STMTS (node
),
2592 stride
* i
+ vect_stmts_counter
, perm_stmt
);
2594 first_vec_indx
+= stride
;
2595 second_vec_indx
+= stride
;
2598 /* Mark the scalar stmt as vectorized. */
2599 next_stmt_info
= vinfo_for_stmt (next_scalar_stmt
);
2600 STMT_VINFO_VEC_STMT (next_stmt_info
) = perm_stmt
;
2604 /* Given FIRST_MASK_ELEMENT - the mask element in element representation,
2605 return in CURRENT_MASK_ELEMENT its equivalent in target specific
2606 representation. Check that the mask is valid and return FALSE if not.
2607 Return TRUE in NEED_NEXT_VECTOR if the permutation requires to move to
2608 the next vector, i.e., the current first vector is not needed. */
2611 vect_get_mask_element (gimple stmt
, int first_mask_element
, int m
,
2612 int mask_nunits
, bool only_one_vec
, int index
,
2613 unsigned char *mask
, int *current_mask_element
,
2614 bool *need_next_vector
, int *number_of_mask_fixes
,
2615 bool *mask_fixed
, bool *needs_first_vector
)
2619 /* Convert to target specific representation. */
2620 *current_mask_element
= first_mask_element
+ m
;
2621 /* Adjust the value in case it's a mask for second and third vectors. */
2622 *current_mask_element
-= mask_nunits
* (*number_of_mask_fixes
- 1);
2624 if (*current_mask_element
< mask_nunits
)
2625 *needs_first_vector
= true;
2627 /* We have only one input vector to permute but the mask accesses values in
2628 the next vector as well. */
2629 if (only_one_vec
&& *current_mask_element
>= mask_nunits
)
2631 if (vect_print_dump_info (REPORT_DETAILS
))
2633 fprintf (vect_dump
, "permutation requires at least two vectors ");
2634 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
2640 /* The mask requires the next vector. */
2641 if (*current_mask_element
>= mask_nunits
* 2)
2643 if (*needs_first_vector
|| *mask_fixed
)
2645 /* We either need the first vector too or have already moved to the
2646 next vector. In both cases, this permutation needs three
2648 if (vect_print_dump_info (REPORT_DETAILS
))
2650 fprintf (vect_dump
, "permutation requires at "
2651 "least three vectors ");
2652 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
2658 /* We move to the next vector, dropping the first one and working with
2659 the second and the third - we need to adjust the values of the mask
2661 *current_mask_element
-= mask_nunits
* *number_of_mask_fixes
;
2663 for (i
= 0; i
< index
; i
++)
2664 mask
[i
] -= mask_nunits
* *number_of_mask_fixes
;
2666 (*number_of_mask_fixes
)++;
2670 *need_next_vector
= *mask_fixed
;
2672 /* This was the last element of this mask. Start a new one. */
2673 if (index
== mask_nunits
- 1)
2675 *number_of_mask_fixes
= 1;
2676 *mask_fixed
= false;
2677 *needs_first_vector
= false;
2684 /* Generate vector permute statements from a list of loads in DR_CHAIN.
2685 If ANALYZE_ONLY is TRUE, only check that it is possible to create valid
2686 permute statements for SLP_NODE_INSTANCE. */
2688 vect_transform_slp_perm_load (gimple stmt
, VEC (tree
, heap
) *dr_chain
,
2689 gimple_stmt_iterator
*gsi
, int vf
,
2690 slp_instance slp_node_instance
, bool analyze_only
)
2692 stmt_vec_info stmt_info
= vinfo_for_stmt (stmt
);
2693 tree mask_element_type
= NULL_TREE
, mask_type
;
2694 int i
, j
, k
, nunits
, vec_index
= 0, scalar_index
;
2696 tree vectype
= STMT_VINFO_VECTYPE (stmt_info
);
2697 gimple next_scalar_stmt
;
2698 int group_size
= SLP_INSTANCE_GROUP_SIZE (slp_node_instance
);
2699 int first_mask_element
;
2700 int index
, unroll_factor
, current_mask_element
, ncopies
;
2701 unsigned char *mask
;
2702 bool only_one_vec
= false, need_next_vector
= false;
2703 int first_vec_index
, second_vec_index
, orig_vec_stmts_num
, vect_stmts_counter
;
2704 int number_of_mask_fixes
= 1;
2705 bool mask_fixed
= false;
2706 bool needs_first_vector
= false;
2707 enum machine_mode mode
;
2709 mode
= TYPE_MODE (vectype
);
2711 if (!can_vec_perm_p (mode
, false, NULL
))
2713 if (vect_print_dump_info (REPORT_DETAILS
))
2715 fprintf (vect_dump
, "no vect permute for ");
2716 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
2721 /* The generic VEC_PERM_EXPR code always uses an integral type of the
2722 same size as the vector element being permuted. */
2724 = lang_hooks
.types
.type_for_size
2725 (TREE_INT_CST_LOW (TYPE_SIZE (TREE_TYPE (vectype
))), 1);
2726 mask_type
= get_vectype_for_scalar_type (mask_element_type
);
2727 nunits
= TYPE_VECTOR_SUBPARTS (vectype
);
2728 mask
= XALLOCAVEC (unsigned char, nunits
);
2729 unroll_factor
= SLP_INSTANCE_UNROLLING_FACTOR (slp_node_instance
);
2731 /* The number of vector stmts to generate based only on SLP_NODE_INSTANCE
2732 unrolling factor. */
2733 orig_vec_stmts_num
= group_size
*
2734 SLP_INSTANCE_UNROLLING_FACTOR (slp_node_instance
) / nunits
;
2735 if (orig_vec_stmts_num
== 1)
2736 only_one_vec
= true;
2738 /* Number of copies is determined by the final vectorization factor
2739 relatively to SLP_NODE_INSTANCE unrolling factor. */
2740 ncopies
= vf
/ SLP_INSTANCE_UNROLLING_FACTOR (slp_node_instance
);
2742 /* Generate permutation masks for every NODE. Number of masks for each NODE
2743 is equal to GROUP_SIZE.
2744 E.g., we have a group of three nodes with three loads from the same
2745 location in each node, and the vector size is 4. I.e., we have a
2746 a0b0c0a1b1c1... sequence and we need to create the following vectors:
2747 for a's: a0a0a0a1 a1a1a2a2 a2a3a3a3
2748 for b's: b0b0b0b1 b1b1b2b2 b2b3b3b3
2751 The masks for a's should be: {0,0,0,3} {3,3,6,6} {6,9,9,9}.
2752 The last mask is illegal since we assume two operands for permute
2753 operation, and the mask element values can't be outside that range.
2754 Hence, the last mask must be converted into {2,5,5,5}.
2755 For the first two permutations we need the first and the second input
2756 vectors: {a0,b0,c0,a1} and {b1,c1,a2,b2}, and for the last permutation
2757 we need the second and the third vectors: {b1,c1,a2,b2} and
2760 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (slp_node_instance
), i
, node
)
2764 vect_stmts_counter
= 0;
2766 first_vec_index
= vec_index
++;
2768 second_vec_index
= first_vec_index
;
2770 second_vec_index
= vec_index
++;
2772 for (j
= 0; j
< unroll_factor
; j
++)
2774 for (k
= 0; k
< group_size
; k
++)
2776 first_mask_element
= i
+ j
* group_size
;
2777 if (!vect_get_mask_element (stmt
, first_mask_element
, 0,
2778 nunits
, only_one_vec
, index
,
2779 mask
, ¤t_mask_element
,
2781 &number_of_mask_fixes
, &mask_fixed
,
2782 &needs_first_vector
))
2784 mask
[index
++] = current_mask_element
;
2786 if (index
== nunits
)
2788 tree mask_vec
= NULL
;
2790 if (!can_vec_perm_p (mode
, false, mask
))
2792 if (vect_print_dump_info (REPORT_DETAILS
))
2794 fprintf (vect_dump
, "unsupported vect permute { ");
2795 for (i
= 0; i
< nunits
; ++i
)
2796 fprintf (vect_dump
, "%d ", mask
[i
]);
2797 fprintf (vect_dump
, "}\n");
2802 while (--index
>= 0)
2804 tree t
= build_int_cst (mask_element_type
, mask
[index
]);
2805 mask_vec
= tree_cons (NULL
, t
, mask_vec
);
2807 mask_vec
= build_vector (mask_type
, mask_vec
);
2812 if (need_next_vector
)
2814 first_vec_index
= second_vec_index
;
2815 second_vec_index
= vec_index
;
2818 next_scalar_stmt
= VEC_index (gimple
,
2819 SLP_TREE_SCALAR_STMTS (node
), scalar_index
++);
2821 vect_create_mask_and_perm (stmt
, next_scalar_stmt
,
2822 mask_vec
, first_vec_index
, second_vec_index
,
2823 gsi
, node
, vectype
, dr_chain
,
2824 ncopies
, vect_stmts_counter
++);
2836 /* Vectorize SLP instance tree in postorder. */
2839 vect_schedule_slp_instance (slp_tree node
, slp_instance instance
,
2840 unsigned int vectorization_factor
)
2843 bool strided_store
, is_store
;
2844 gimple_stmt_iterator si
;
2845 stmt_vec_info stmt_info
;
2846 unsigned int vec_stmts_size
, nunits
, group_size
;
2849 slp_tree loads_node
;
2855 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
2856 vect_schedule_slp_instance ((slp_tree
) child
, instance
,
2857 vectorization_factor
);
2859 stmt
= VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (node
), 0);
2860 stmt_info
= vinfo_for_stmt (stmt
);
2862 /* VECTYPE is the type of the destination. */
2863 vectype
= STMT_VINFO_VECTYPE (stmt_info
);
2864 nunits
= (unsigned int) TYPE_VECTOR_SUBPARTS (vectype
);
2865 group_size
= SLP_INSTANCE_GROUP_SIZE (instance
);
2867 /* For each SLP instance calculate number of vector stmts to be created
2868 for the scalar stmts in each node of the SLP tree. Number of vector
2869 elements in one vector iteration is the number of scalar elements in
2870 one scalar iteration (GROUP_SIZE) multiplied by VF divided by vector
2872 vec_stmts_size
= (vectorization_factor
* group_size
) / nunits
;
2874 /* In case of load permutation we have to allocate vectorized statements for
2875 all the nodes that participate in that permutation. */
2876 if (SLP_INSTANCE_LOAD_PERMUTATION (instance
))
2878 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (instance
), i
, loads_node
)
2880 if (!SLP_TREE_VEC_STMTS (loads_node
))
2882 SLP_TREE_VEC_STMTS (loads_node
) = VEC_alloc (gimple
, heap
,
2884 SLP_TREE_NUMBER_OF_VEC_STMTS (loads_node
) = vec_stmts_size
;
2889 if (!SLP_TREE_VEC_STMTS (node
))
2891 SLP_TREE_VEC_STMTS (node
) = VEC_alloc (gimple
, heap
, vec_stmts_size
);
2892 SLP_TREE_NUMBER_OF_VEC_STMTS (node
) = vec_stmts_size
;
2895 if (vect_print_dump_info (REPORT_DETAILS
))
2897 fprintf (vect_dump
, "------>vectorizing SLP node starting from: ");
2898 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
2901 /* Loads should be inserted before the first load. */
2902 if (SLP_INSTANCE_FIRST_LOAD_STMT (instance
)
2903 && STMT_VINFO_STRIDED_ACCESS (stmt_info
)
2904 && !REFERENCE_CLASS_P (gimple_get_lhs (stmt
))
2905 && SLP_INSTANCE_LOAD_PERMUTATION (instance
))
2906 si
= gsi_for_stmt (SLP_INSTANCE_FIRST_LOAD_STMT (instance
));
2907 else if (is_pattern_stmt_p (stmt_info
))
2908 si
= gsi_for_stmt (STMT_VINFO_RELATED_STMT (stmt_info
));
2910 si
= gsi_for_stmt (stmt
);
2912 /* Stores should be inserted just before the last store. */
2913 if (STMT_VINFO_STRIDED_ACCESS (stmt_info
)
2914 && REFERENCE_CLASS_P (gimple_get_lhs (stmt
)))
2916 gimple last_store
= vect_find_last_store_in_slp_instance (instance
);
2917 if (is_pattern_stmt_p (vinfo_for_stmt (last_store
)))
2918 last_store
= STMT_VINFO_RELATED_STMT (vinfo_for_stmt (last_store
));
2919 si
= gsi_for_stmt (last_store
);
2922 /* Mark the first element of the reduction chain as reduction to properly
2923 transform the node. In the analysis phase only the last element of the
2924 chain is marked as reduction. */
2925 if (GROUP_FIRST_ELEMENT (stmt_info
) && !STMT_VINFO_STRIDED_ACCESS (stmt_info
)
2926 && GROUP_FIRST_ELEMENT (stmt_info
) == stmt
)
2928 STMT_VINFO_DEF_TYPE (stmt_info
) = vect_reduction_def
;
2929 STMT_VINFO_TYPE (stmt_info
) = reduc_vec_info_type
;
2932 is_store
= vect_transform_stmt (stmt
, &si
, &strided_store
, node
, instance
);
2936 /* Replace scalar calls from SLP node NODE with setting of their lhs to zero.
2937 For loop vectorization this is done in vectorizable_call, but for SLP
2938 it needs to be deferred until end of vect_schedule_slp, because multiple
2939 SLP instances may refer to the same scalar stmt. */
2942 vect_remove_slp_scalar_calls (slp_tree node
)
2944 gimple stmt
, new_stmt
;
2945 gimple_stmt_iterator gsi
;
2949 stmt_vec_info stmt_info
;
2954 FOR_EACH_VEC_ELT (slp_void_p
, SLP_TREE_CHILDREN (node
), i
, child
)
2955 vect_remove_slp_scalar_calls ((slp_tree
) child
);
2957 FOR_EACH_VEC_ELT (gimple
, SLP_TREE_SCALAR_STMTS (node
), i
, stmt
)
2959 if (!is_gimple_call (stmt
) || gimple_bb (stmt
) == NULL
)
2961 stmt_info
= vinfo_for_stmt (stmt
);
2962 if (stmt_info
== NULL
2963 || is_pattern_stmt_p (stmt_info
)
2964 || !PURE_SLP_STMT (stmt_info
))
2966 lhs
= gimple_call_lhs (stmt
);
2967 new_stmt
= gimple_build_assign (lhs
, build_zero_cst (TREE_TYPE (lhs
)));
2968 set_vinfo_for_stmt (new_stmt
, stmt_info
);
2969 set_vinfo_for_stmt (stmt
, NULL
);
2970 STMT_VINFO_STMT (stmt_info
) = new_stmt
;
2971 gsi
= gsi_for_stmt (stmt
);
2972 gsi_replace (&gsi
, new_stmt
, false);
2973 SSA_NAME_DEF_STMT (gimple_assign_lhs (new_stmt
)) = new_stmt
;
2977 /* Generate vector code for all SLP instances in the loop/basic block. */
2980 vect_schedule_slp (loop_vec_info loop_vinfo
, bb_vec_info bb_vinfo
)
2982 VEC (slp_instance
, heap
) *slp_instances
;
2983 slp_instance instance
;
2984 slp_tree loads_node
;
2985 unsigned int i
, j
, vf
;
2986 bool is_store
= false;
2990 slp_instances
= LOOP_VINFO_SLP_INSTANCES (loop_vinfo
);
2991 vf
= LOOP_VINFO_VECT_FACTOR (loop_vinfo
);
2995 slp_instances
= BB_VINFO_SLP_INSTANCES (bb_vinfo
);
2999 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
3001 /* Schedule the tree of INSTANCE. */
3002 is_store
= vect_schedule_slp_instance (SLP_INSTANCE_TREE (instance
),
3005 /* Clear STMT_VINFO_VEC_STMT of all loads. With shared loads
3006 between SLP instances we fail to properly initialize the
3007 vectorized SLP stmts and confuse different load permutations. */
3008 FOR_EACH_VEC_ELT (slp_tree
, SLP_INSTANCE_LOADS (instance
), j
, loads_node
)
3011 (VEC_index (gimple
, SLP_TREE_SCALAR_STMTS (loads_node
), 0))) = NULL
;
3013 if (vect_print_dump_info (REPORT_VECTORIZED_LOCATIONS
)
3014 || vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS
))
3015 fprintf (vect_dump
, "vectorizing stmts using SLP.");
3018 FOR_EACH_VEC_ELT (slp_instance
, slp_instances
, i
, instance
)
3020 slp_tree root
= SLP_INSTANCE_TREE (instance
);
3023 gimple_stmt_iterator gsi
;
3025 /* Remove scalar call stmts. Do not do this for basic-block
3026 vectorization as not all uses may be vectorized.
3027 ??? Why should this be necessary? DCE should be able to
3028 remove the stmts itself.
3029 ??? For BB vectorization we can as well remove scalar
3030 stmts starting from the SLP tree root if they have no
3033 vect_remove_slp_scalar_calls (root
);
3035 for (j
= 0; VEC_iterate (gimple
, SLP_TREE_SCALAR_STMTS (root
), j
, store
)
3036 && j
< SLP_INSTANCE_GROUP_SIZE (instance
); j
++)
3038 if (!STMT_VINFO_DATA_REF (vinfo_for_stmt (store
)))
3041 if (is_pattern_stmt_p (vinfo_for_stmt (store
)))
3042 store
= STMT_VINFO_RELATED_STMT (vinfo_for_stmt (store
));
3043 /* Free the attached stmt_vec_info and remove the stmt. */
3044 gsi
= gsi_for_stmt (store
);
3045 gsi_remove (&gsi
, true);
3046 free_stmt_vec_info (store
);
3054 /* Vectorize the basic block. */
3057 vect_slp_transform_bb (basic_block bb
)
3059 bb_vec_info bb_vinfo
= vec_info_for_bb (bb
);
3060 gimple_stmt_iterator si
;
3062 gcc_assert (bb_vinfo
);
3064 if (vect_print_dump_info (REPORT_DETAILS
))
3065 fprintf (vect_dump
, "SLPing BB\n");
3067 for (si
= gsi_start_bb (bb
); !gsi_end_p (si
); gsi_next (&si
))
3069 gimple stmt
= gsi_stmt (si
);
3070 stmt_vec_info stmt_info
;
3072 if (vect_print_dump_info (REPORT_DETAILS
))
3074 fprintf (vect_dump
, "------>SLPing statement: ");
3075 print_gimple_stmt (vect_dump
, stmt
, 0, TDF_SLIM
);
3078 stmt_info
= vinfo_for_stmt (stmt
);
3079 gcc_assert (stmt_info
);
3081 /* Schedule all the SLP instances when the first SLP stmt is reached. */
3082 if (STMT_SLP_TYPE (stmt_info
))
3084 vect_schedule_slp (NULL
, bb_vinfo
);
3089 mark_sym_for_renaming (gimple_vop (cfun
));
3090 /* The memory tags and pointers in vectorized statements need to
3091 have their SSA forms updated. FIXME, why can't this be delayed
3092 until all the loops have been transformed? */
3093 update_ssa (TODO_update_ssa
);
3095 if (vect_print_dump_info (REPORT_DETAILS
))
3096 fprintf (vect_dump
, "BASIC BLOCK VECTORIZED\n");
3098 destroy_bb_vec_info (bb_vinfo
);