1 /* Loop autoparallelization.
2 Copyright (C) 2006, 2007, 2008, 2009, 2010
3 Free Software Foundation, Inc.
4 Contributed by Sebastian Pop <pop@cri.ensmp.fr> and
5 Zdenek Dvorak <dvorakz@suse.cz>.
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"
28 #include "tree-flow.h"
30 #include "tree-data-ref.h"
31 #include "tree-pretty-print.h"
32 #include "gimple-pretty-print.h"
33 #include "tree-pass.h"
34 #include "tree-scalar-evolution.h"
36 #include "langhooks.h"
37 #include "tree-vectorizer.h"
39 /* This pass tries to distribute iterations of loops into several threads.
40 The implementation is straightforward -- for each loop we test whether its
41 iterations are independent, and if it is the case (and some additional
42 conditions regarding profitability and correctness are satisfied), we
43 add GIMPLE_OMP_PARALLEL and GIMPLE_OMP_FOR codes and let omp expansion
46 The most of the complexity is in bringing the code into shape expected
48 -- for GIMPLE_OMP_FOR, ensuring that the loop has only one induction
49 variable and that the exit test is at the start of the loop body
50 -- for GIMPLE_OMP_PARALLEL, replacing the references to local addressable
51 variables by accesses through pointers, and breaking up ssa chains
52 by storing the values incoming to the parallelized loop to a structure
53 passed to the new function as an argument (something similar is done
54 in omp gimplification, unfortunately only a small part of the code
58 -- if there are several parallelizable loops in a function, it may be
59 possible to generate the threads just once (using synchronization to
60 ensure that cross-loop dependences are obeyed).
61 -- handling of common scalar dependence patterns (accumulation, ...)
62 -- handling of non-innermost loops */
66 currently we use vect_force_simple_reduction() to detect reduction patterns.
67 The code transformation will be introduced by an example.
74 for (i = 0; i < N; i++)
84 # sum_29 = PHI <sum_11(5), 1(3)>
85 # i_28 = PHI <i_12(5), 0(3)>
88 sum_11 = D.1795_8 + sum_29;
96 # sum_21 = PHI <sum_11(4)>
97 printf (&"%d"[0], sum_21);
100 after reduction transformation (only relevant parts):
108 # Storing the initial value given by the user. #
110 .paral_data_store.32.sum.27 = 1;
112 #pragma omp parallel num_threads(4)
114 #pragma omp for schedule(static)
116 # The neutral element corresponding to the particular
117 reduction's operation, e.g. 0 for PLUS_EXPR,
118 1 for MULT_EXPR, etc. replaces the user's initial value. #
120 # sum.27_29 = PHI <sum.27_11, 0>
122 sum.27_11 = D.1827_8 + sum.27_29;
126 # Adding this reduction phi is done at create_phi_for_local_result() #
127 # sum.27_56 = PHI <sum.27_11, 0>
130 # Creating the atomic operation is done at
131 create_call_for_reduction_1() #
133 #pragma omp atomic_load
134 D.1839_59 = *&.paral_data_load.33_51->reduction.23;
135 D.1840_60 = sum.27_56 + D.1839_59;
136 #pragma omp atomic_store (D.1840_60);
140 # collecting the result after the join of the threads is done at
141 create_loads_for_reductions().
142 The value computed by the threads is loaded from the
146 .paral_data_load.33_52 = &.paral_data_store.32;
147 sum_37 = .paral_data_load.33_52->sum.27;
148 sum_43 = D.1795_41 + sum_37;
151 # sum_21 = PHI <sum_43, sum_26>
152 printf (&"%d"[0], sum_21);
160 /* Minimal number of iterations of a loop that should be executed in each
162 #define MIN_PER_THREAD 100
164 /* Element of the hashtable, representing a
165 reduction in the current loop. */
166 struct reduction_info
168 gimple reduc_stmt
; /* reduction statement. */
169 gimple reduc_phi
; /* The phi node defining the reduction. */
170 enum tree_code reduction_code
;/* code for the reduction operation. */
171 gimple keep_res
; /* The PHI_RESULT of this phi is the resulting value
172 of the reduction variable when existing the loop. */
173 tree initial_value
; /* The initial value of the reduction var before entering the loop. */
174 tree field
; /* the name of the field in the parloop data structure intended for reduction. */
175 tree init
; /* reduction initialization value. */
176 gimple new_phi
; /* (helper field) Newly created phi node whose result
177 will be passed to the atomic operation. Represents
178 the local result each thread computed for the reduction
182 /* Equality and hash functions for hashtab code. */
185 reduction_info_eq (const void *aa
, const void *bb
)
187 const struct reduction_info
*a
= (const struct reduction_info
*) aa
;
188 const struct reduction_info
*b
= (const struct reduction_info
*) bb
;
190 return (a
->reduc_phi
== b
->reduc_phi
);
194 reduction_info_hash (const void *aa
)
196 const struct reduction_info
*a
= (const struct reduction_info
*) aa
;
198 return htab_hash_pointer (a
->reduc_phi
);
201 static struct reduction_info
*
202 reduction_phi (htab_t reduction_list
, gimple phi
)
204 struct reduction_info tmpred
, *red
;
206 if (htab_elements (reduction_list
) == 0)
209 tmpred
.reduc_phi
= phi
;
210 red
= (struct reduction_info
*) htab_find (reduction_list
, &tmpred
);
215 /* Element of hashtable of names to copy. */
217 struct name_to_copy_elt
219 unsigned version
; /* The version of the name to copy. */
220 tree new_name
; /* The new name used in the copy. */
221 tree field
; /* The field of the structure used to pass the
225 /* Equality and hash functions for hashtab code. */
228 name_to_copy_elt_eq (const void *aa
, const void *bb
)
230 const struct name_to_copy_elt
*a
= (const struct name_to_copy_elt
*) aa
;
231 const struct name_to_copy_elt
*b
= (const struct name_to_copy_elt
*) bb
;
233 return a
->version
== b
->version
;
237 name_to_copy_elt_hash (const void *aa
)
239 const struct name_to_copy_elt
*a
= (const struct name_to_copy_elt
*) aa
;
241 return (hashval_t
) a
->version
;
245 /* Data dependency analysis. Returns true if the iterations of LOOP
246 are independent on each other (that is, if we can execute them
250 loop_parallel_p (struct loop
*loop
, struct obstack
* parloop_obstack
)
252 VEC (ddr_p
, heap
) * dependence_relations
;
253 VEC (data_reference_p
, heap
) *datarefs
;
254 lambda_trans_matrix trans
;
257 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
259 fprintf (dump_file
, "Considering loop %d\n", loop
->num
);
261 fprintf (dump_file
, "loop is innermost\n");
263 fprintf (dump_file
, "loop NOT innermost\n");
266 /* Check for problems with dependences. If the loop can be reversed,
267 the iterations are independent. */
268 datarefs
= VEC_alloc (data_reference_p
, heap
, 10);
269 dependence_relations
= VEC_alloc (ddr_p
, heap
, 10 * 10);
270 compute_data_dependences_for_loop (loop
, true, &datarefs
,
271 &dependence_relations
);
272 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
273 dump_data_dependence_relations (dump_file
, dependence_relations
);
275 trans
= lambda_trans_matrix_new (1, 1, parloop_obstack
);
276 LTM_MATRIX (trans
)[0][0] = -1;
278 if (lambda_transform_legal_p (trans
, 1, dependence_relations
))
281 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
282 fprintf (dump_file
, " SUCCESS: may be parallelized\n");
284 else if (dump_file
&& (dump_flags
& TDF_DETAILS
))
286 " FAILED: data dependencies exist across iterations\n");
288 free_dependence_relations (dependence_relations
);
289 free_data_refs (datarefs
);
294 /* Return true when LOOP contains basic blocks marked with the
295 BB_IRREDUCIBLE_LOOP flag. */
298 loop_has_blocks_with_irreducible_flag (struct loop
*loop
)
301 basic_block
*bbs
= get_loop_body_in_dom_order (loop
);
304 for (i
= 0; i
< loop
->num_nodes
; i
++)
305 if (bbs
[i
]->flags
& BB_IRREDUCIBLE_LOOP
)
314 /* Assigns the address of OBJ in TYPE to an ssa name, and returns this name.
315 The assignment statement is placed on edge ENTRY. DECL_ADDRESS maps decls
316 to their addresses that can be reused. The address of OBJ is known to
317 be invariant in the whole function. */
320 take_address_of (tree obj
, tree type
, edge entry
, htab_t decl_address
)
324 struct int_tree_map ielt
, *nielt
;
325 tree
*var_p
, name
, bvar
, addr
;
329 /* Since the address of OBJ is invariant, the trees may be shared.
330 Avoid rewriting unrelated parts of the code. */
331 obj
= unshare_expr (obj
);
333 handled_component_p (*var_p
);
334 var_p
= &TREE_OPERAND (*var_p
, 0))
336 uid
= DECL_UID (*var_p
);
339 dslot
= htab_find_slot_with_hash (decl_address
, &ielt
, uid
, INSERT
);
342 addr
= build_addr (*var_p
, current_function_decl
);
343 bvar
= create_tmp_var (TREE_TYPE (addr
), get_name (*var_p
));
344 add_referenced_var (bvar
);
345 stmt
= gimple_build_assign (bvar
, addr
);
346 name
= make_ssa_name (bvar
, stmt
);
347 gimple_assign_set_lhs (stmt
, name
);
348 gsi_insert_on_edge_immediate (entry
, stmt
);
350 nielt
= XNEW (struct int_tree_map
);
356 name
= ((struct int_tree_map
*) *dslot
)->to
;
360 *var_p
= build1 (INDIRECT_REF
, TREE_TYPE (*var_p
), name
);
361 name
= force_gimple_operand (build_addr (obj
, current_function_decl
),
362 &stmts
, true, NULL_TREE
);
363 if (!gimple_seq_empty_p (stmts
))
364 gsi_insert_seq_on_edge_immediate (entry
, stmts
);
367 if (TREE_TYPE (name
) != type
)
369 name
= force_gimple_operand (fold_convert (type
, name
), &stmts
, true,
371 if (!gimple_seq_empty_p (stmts
))
372 gsi_insert_seq_on_edge_immediate (entry
, stmts
);
378 /* Callback for htab_traverse. Create the initialization statement
379 for reduction described in SLOT, and place it at the preheader of
380 the loop described in DATA. */
383 initialize_reductions (void **slot
, void *data
)
386 tree bvar
, type
, arg
;
389 struct reduction_info
*const reduc
= (struct reduction_info
*) *slot
;
390 struct loop
*loop
= (struct loop
*) data
;
392 /* Create initialization in preheader:
393 reduction_variable = initialization value of reduction. */
395 /* In the phi node at the header, replace the argument coming
396 from the preheader with the reduction initialization value. */
398 /* Create a new variable to initialize the reduction. */
399 type
= TREE_TYPE (PHI_RESULT (reduc
->reduc_phi
));
400 bvar
= create_tmp_var (type
, "reduction");
401 add_referenced_var (bvar
);
403 c
= build_omp_clause (gimple_location (reduc
->reduc_stmt
),
404 OMP_CLAUSE_REDUCTION
);
405 OMP_CLAUSE_REDUCTION_CODE (c
) = reduc
->reduction_code
;
406 OMP_CLAUSE_DECL (c
) = SSA_NAME_VAR (gimple_assign_lhs (reduc
->reduc_stmt
));
408 init
= omp_reduction_init (c
, TREE_TYPE (bvar
));
411 /* Replace the argument representing the initialization value
412 with the initialization value for the reduction (neutral
413 element for the particular operation, e.g. 0 for PLUS_EXPR,
414 1 for MULT_EXPR, etc).
415 Keep the old value in a new variable "reduction_initial",
416 that will be taken in consideration after the parallel
417 computing is done. */
419 e
= loop_preheader_edge (loop
);
420 arg
= PHI_ARG_DEF_FROM_EDGE (reduc
->reduc_phi
, e
);
421 /* Create new variable to hold the initial value. */
423 SET_USE (PHI_ARG_DEF_PTR_FROM_EDGE
424 (reduc
->reduc_phi
, loop_preheader_edge (loop
)), init
);
425 reduc
->initial_value
= arg
;
431 struct walk_stmt_info info
;
437 /* Eliminates references to local variables in *TP out of the single
438 entry single exit region starting at DTA->ENTRY.
439 DECL_ADDRESS contains addresses of the references that had their
440 address taken already. If the expression is changed, CHANGED is
441 set to true. Callback for walk_tree. */
444 eliminate_local_variables_1 (tree
*tp
, int *walk_subtrees
, void *data
)
446 struct elv_data
*const dta
= (struct elv_data
*) data
;
447 tree t
= *tp
, var
, addr
, addr_type
, type
, obj
;
453 if (!SSA_VAR_P (t
) || DECL_EXTERNAL (t
))
456 type
= TREE_TYPE (t
);
457 addr_type
= build_pointer_type (type
);
458 addr
= take_address_of (t
, addr_type
, dta
->entry
, dta
->decl_address
);
459 *tp
= build1 (INDIRECT_REF
, TREE_TYPE (*tp
), addr
);
465 if (TREE_CODE (t
) == ADDR_EXPR
)
467 /* ADDR_EXPR may appear in two contexts:
468 -- as a gimple operand, when the address taken is a function invariant
469 -- as gimple rhs, when the resulting address in not a function
471 We do not need to do anything special in the latter case (the base of
472 the memory reference whose address is taken may be replaced in the
473 DECL_P case). The former case is more complicated, as we need to
474 ensure that the new address is still a gimple operand. Thus, it
475 is not sufficient to replace just the base of the memory reference --
476 we need to move the whole computation of the address out of the
478 if (!is_gimple_val (t
))
482 obj
= TREE_OPERAND (t
, 0);
483 var
= get_base_address (obj
);
484 if (!var
|| !SSA_VAR_P (var
) || DECL_EXTERNAL (var
))
487 addr_type
= TREE_TYPE (t
);
488 addr
= take_address_of (obj
, addr_type
, dta
->entry
, dta
->decl_address
);
501 /* Moves the references to local variables in STMT out of the single
502 entry single exit region starting at ENTRY. DECL_ADDRESS contains
503 addresses of the references that had their address taken
507 eliminate_local_variables_stmt (edge entry
, gimple stmt
,
512 memset (&dta
.info
, '\0', sizeof (dta
.info
));
514 dta
.decl_address
= decl_address
;
517 if (gimple_debug_bind_p (stmt
))
518 walk_tree (gimple_debug_bind_get_value_ptr (stmt
),
519 eliminate_local_variables_1
, &dta
.info
, NULL
);
521 walk_gimple_op (stmt
, eliminate_local_variables_1
, &dta
.info
);
527 /* Eliminates the references to local variables from the single entry
528 single exit region between the ENTRY and EXIT edges.
531 1) Taking address of a local variable -- these are moved out of the
532 region (and temporary variable is created to hold the address if
535 2) Dereferencing a local variable -- these are replaced with indirect
539 eliminate_local_variables (edge entry
, edge exit
)
542 VEC (basic_block
, heap
) *body
= VEC_alloc (basic_block
, heap
, 3);
544 gimple_stmt_iterator gsi
;
545 htab_t decl_address
= htab_create (10, int_tree_map_hash
, int_tree_map_eq
,
547 basic_block entry_bb
= entry
->src
;
548 basic_block exit_bb
= exit
->dest
;
550 gather_blocks_in_sese_region (entry_bb
, exit_bb
, &body
);
552 for (i
= 0; VEC_iterate (basic_block
, body
, i
, bb
); i
++)
553 if (bb
!= entry_bb
&& bb
!= exit_bb
)
554 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
555 eliminate_local_variables_stmt (entry
, gsi_stmt (gsi
),
558 htab_delete (decl_address
);
559 VEC_free (basic_block
, heap
, body
);
562 /* Returns true if expression EXPR is not defined between ENTRY and
563 EXIT, i.e. if all its operands are defined outside of the region. */
566 expr_invariant_in_region_p (edge entry
, edge exit
, tree expr
)
568 basic_block entry_bb
= entry
->src
;
569 basic_block exit_bb
= exit
->dest
;
572 if (is_gimple_min_invariant (expr
))
575 if (TREE_CODE (expr
) == SSA_NAME
)
577 def_bb
= gimple_bb (SSA_NAME_DEF_STMT (expr
));
579 && dominated_by_p (CDI_DOMINATORS
, def_bb
, entry_bb
)
580 && !dominated_by_p (CDI_DOMINATORS
, def_bb
, exit_bb
))
589 /* If COPY_NAME_P is true, creates and returns a duplicate of NAME.
590 The copies are stored to NAME_COPIES, if NAME was already duplicated,
591 its duplicate stored in NAME_COPIES is returned.
593 Regardless of COPY_NAME_P, the decl used as a base of the ssa name is also
594 duplicated, storing the copies in DECL_COPIES. */
597 separate_decls_in_region_name (tree name
,
598 htab_t name_copies
, htab_t decl_copies
,
601 tree copy
, var
, var_copy
;
602 unsigned idx
, uid
, nuid
;
603 struct int_tree_map ielt
, *nielt
;
604 struct name_to_copy_elt elt
, *nelt
;
605 void **slot
, **dslot
;
607 if (TREE_CODE (name
) != SSA_NAME
)
610 idx
= SSA_NAME_VERSION (name
);
612 slot
= htab_find_slot_with_hash (name_copies
, &elt
, idx
,
613 copy_name_p
? INSERT
: NO_INSERT
);
615 return ((struct name_to_copy_elt
*) *slot
)->new_name
;
617 var
= SSA_NAME_VAR (name
);
618 uid
= DECL_UID (var
);
620 dslot
= htab_find_slot_with_hash (decl_copies
, &ielt
, uid
, INSERT
);
623 var_copy
= create_tmp_var (TREE_TYPE (var
), get_name (var
));
624 DECL_GIMPLE_REG_P (var_copy
) = DECL_GIMPLE_REG_P (var
);
625 add_referenced_var (var_copy
);
626 nielt
= XNEW (struct int_tree_map
);
628 nielt
->to
= var_copy
;
631 /* Ensure that when we meet this decl next time, we won't duplicate
633 nuid
= DECL_UID (var_copy
);
635 dslot
= htab_find_slot_with_hash (decl_copies
, &ielt
, nuid
, INSERT
);
636 gcc_assert (!*dslot
);
637 nielt
= XNEW (struct int_tree_map
);
639 nielt
->to
= var_copy
;
643 var_copy
= ((struct int_tree_map
*) *dslot
)->to
;
647 copy
= duplicate_ssa_name (name
, NULL
);
648 nelt
= XNEW (struct name_to_copy_elt
);
650 nelt
->new_name
= copy
;
651 nelt
->field
= NULL_TREE
;
660 SSA_NAME_VAR (copy
) = var_copy
;
664 /* Finds the ssa names used in STMT that are defined outside the
665 region between ENTRY and EXIT and replaces such ssa names with
666 their duplicates. The duplicates are stored to NAME_COPIES. Base
667 decls of all ssa names used in STMT (including those defined in
668 LOOP) are replaced with the new temporary variables; the
669 replacement decls are stored in DECL_COPIES. */
672 separate_decls_in_region_stmt (edge entry
, edge exit
, gimple stmt
,
673 htab_t name_copies
, htab_t decl_copies
)
681 mark_virtual_ops_for_renaming (stmt
);
683 FOR_EACH_PHI_OR_STMT_DEF (def
, stmt
, oi
, SSA_OP_DEF
)
685 name
= DEF_FROM_PTR (def
);
686 gcc_assert (TREE_CODE (name
) == SSA_NAME
);
687 copy
= separate_decls_in_region_name (name
, name_copies
, decl_copies
,
689 gcc_assert (copy
== name
);
692 FOR_EACH_PHI_OR_STMT_USE (use
, stmt
, oi
, SSA_OP_USE
)
694 name
= USE_FROM_PTR (use
);
695 if (TREE_CODE (name
) != SSA_NAME
)
698 copy_name_p
= expr_invariant_in_region_p (entry
, exit
, name
);
699 copy
= separate_decls_in_region_name (name
, name_copies
, decl_copies
,
705 /* Finds the ssa names used in STMT that are defined outside the
706 region between ENTRY and EXIT and replaces such ssa names with
707 their duplicates. The duplicates are stored to NAME_COPIES. Base
708 decls of all ssa names used in STMT (including those defined in
709 LOOP) are replaced with the new temporary variables; the
710 replacement decls are stored in DECL_COPIES. */
713 separate_decls_in_region_debug_bind (gimple stmt
,
714 htab_t name_copies
, htab_t decl_copies
)
719 struct int_tree_map ielt
;
720 struct name_to_copy_elt elt
;
721 void **slot
, **dslot
;
723 var
= gimple_debug_bind_get_var (stmt
);
724 if (TREE_CODE (var
) == DEBUG_EXPR_DECL
)
726 gcc_assert (DECL_P (var
) && SSA_VAR_P (var
));
727 ielt
.uid
= DECL_UID (var
);
728 dslot
= htab_find_slot_with_hash (decl_copies
, &ielt
, ielt
.uid
, NO_INSERT
);
731 gimple_debug_bind_set_var (stmt
, ((struct int_tree_map
*) *dslot
)->to
);
733 FOR_EACH_PHI_OR_STMT_USE (use
, stmt
, oi
, SSA_OP_USE
)
735 name
= USE_FROM_PTR (use
);
736 if (TREE_CODE (name
) != SSA_NAME
)
739 elt
.version
= SSA_NAME_VERSION (name
);
740 slot
= htab_find_slot_with_hash (name_copies
, &elt
, elt
.version
, NO_INSERT
);
743 gimple_debug_bind_reset_value (stmt
);
748 SET_USE (use
, ((struct name_to_copy_elt
*) *slot
)->new_name
);
754 /* Callback for htab_traverse. Adds a field corresponding to the reduction
755 specified in SLOT. The type is passed in DATA. */
758 add_field_for_reduction (void **slot
, void *data
)
761 struct reduction_info
*const red
= (struct reduction_info
*) *slot
;
762 tree
const type
= (tree
) data
;
763 tree var
= SSA_NAME_VAR (gimple_assign_lhs (red
->reduc_stmt
));
764 tree field
= build_decl (gimple_location (red
->reduc_stmt
),
765 FIELD_DECL
, DECL_NAME (var
), TREE_TYPE (var
));
767 insert_field_into_struct (type
, field
);
774 /* Callback for htab_traverse. Adds a field corresponding to a ssa name
775 described in SLOT. The type is passed in DATA. */
778 add_field_for_name (void **slot
, void *data
)
780 struct name_to_copy_elt
*const elt
= (struct name_to_copy_elt
*) *slot
;
781 tree type
= (tree
) data
;
782 tree name
= ssa_name (elt
->version
);
783 tree var
= SSA_NAME_VAR (name
);
784 tree field
= build_decl (DECL_SOURCE_LOCATION (var
),
785 FIELD_DECL
, DECL_NAME (var
), TREE_TYPE (var
));
787 insert_field_into_struct (type
, field
);
793 /* Callback for htab_traverse. A local result is the intermediate result
795 thread, or the initial value in case no iteration was executed.
796 This function creates a phi node reflecting these values.
797 The phi's result will be stored in NEW_PHI field of the
798 reduction's data structure. */
801 create_phi_for_local_result (void **slot
, void *data
)
803 struct reduction_info
*const reduc
= (struct reduction_info
*) *slot
;
804 const struct loop
*const loop
= (const struct loop
*) data
;
807 basic_block store_bb
;
809 source_location locus
;
811 /* STORE_BB is the block where the phi
812 should be stored. It is the destination of the loop exit.
813 (Find the fallthru edge from GIMPLE_OMP_CONTINUE). */
814 store_bb
= FALLTHRU_EDGE (loop
->latch
)->dest
;
816 /* STORE_BB has two predecessors. One coming from the loop
817 (the reduction's result is computed at the loop),
818 and another coming from a block preceding the loop,
820 are executed (the initial value should be taken). */
821 if (EDGE_PRED (store_bb
, 0) == FALLTHRU_EDGE (loop
->latch
))
822 e
= EDGE_PRED (store_bb
, 1);
824 e
= EDGE_PRED (store_bb
, 0);
826 = make_ssa_name (SSA_NAME_VAR (gimple_assign_lhs (reduc
->reduc_stmt
)),
828 locus
= gimple_location (reduc
->reduc_stmt
);
829 new_phi
= create_phi_node (local_res
, store_bb
);
830 SSA_NAME_DEF_STMT (local_res
) = new_phi
;
831 add_phi_arg (new_phi
, reduc
->init
, e
, locus
);
832 add_phi_arg (new_phi
, gimple_assign_lhs (reduc
->reduc_stmt
),
833 FALLTHRU_EDGE (loop
->latch
), locus
);
834 reduc
->new_phi
= new_phi
;
844 basic_block store_bb
;
848 /* Callback for htab_traverse. Create an atomic instruction for the
849 reduction described in SLOT.
850 DATA annotates the place in memory the atomic operation relates to,
851 and the basic block it needs to be generated in. */
854 create_call_for_reduction_1 (void **slot
, void *data
)
856 struct reduction_info
*const reduc
= (struct reduction_info
*) *slot
;
857 struct clsn_data
*const clsn_data
= (struct clsn_data
*) data
;
858 gimple_stmt_iterator gsi
;
859 tree type
= TREE_TYPE (PHI_RESULT (reduc
->reduc_phi
));
860 tree struct_type
= TREE_TYPE (TREE_TYPE (clsn_data
->load
));
865 tree t
, addr
, ref
, x
;
869 load_struct
= fold_build1 (INDIRECT_REF
, struct_type
, clsn_data
->load
);
870 t
= build3 (COMPONENT_REF
, type
, load_struct
, reduc
->field
, NULL_TREE
);
872 addr
= build_addr (t
, current_function_decl
);
874 /* Create phi node. */
875 bb
= clsn_data
->load_bb
;
877 e
= split_block (bb
, t
);
880 tmp_load
= create_tmp_var (TREE_TYPE (TREE_TYPE (addr
)), NULL
);
881 add_referenced_var (tmp_load
);
882 tmp_load
= make_ssa_name (tmp_load
, NULL
);
883 load
= gimple_build_omp_atomic_load (tmp_load
, addr
);
884 SSA_NAME_DEF_STMT (tmp_load
) = load
;
885 gsi
= gsi_start_bb (new_bb
);
886 gsi_insert_after (&gsi
, load
, GSI_NEW_STMT
);
888 e
= split_block (new_bb
, load
);
890 gsi
= gsi_start_bb (new_bb
);
892 x
= fold_build2 (reduc
->reduction_code
,
893 TREE_TYPE (PHI_RESULT (reduc
->new_phi
)), ref
,
894 PHI_RESULT (reduc
->new_phi
));
896 name
= force_gimple_operand_gsi (&gsi
, x
, true, NULL_TREE
, true,
897 GSI_CONTINUE_LINKING
);
899 gsi_insert_after (&gsi
, gimple_build_omp_atomic_store (name
), GSI_NEW_STMT
);
903 /* Create the atomic operation at the join point of the threads.
904 REDUCTION_LIST describes the reductions in the LOOP.
905 LD_ST_DATA describes the shared data structure where
906 shared data is stored in and loaded from. */
908 create_call_for_reduction (struct loop
*loop
, htab_t reduction_list
,
909 struct clsn_data
*ld_st_data
)
911 htab_traverse (reduction_list
, create_phi_for_local_result
, loop
);
912 /* Find the fallthru edge from GIMPLE_OMP_CONTINUE. */
913 ld_st_data
->load_bb
= FALLTHRU_EDGE (loop
->latch
)->dest
;
914 htab_traverse (reduction_list
, create_call_for_reduction_1
, ld_st_data
);
917 /* Callback for htab_traverse. Loads the final reduction value at the
918 join point of all threads, and inserts it in the right place. */
921 create_loads_for_reductions (void **slot
, void *data
)
923 struct reduction_info
*const red
= (struct reduction_info
*) *slot
;
924 struct clsn_data
*const clsn_data
= (struct clsn_data
*) data
;
926 gimple_stmt_iterator gsi
;
927 tree type
= TREE_TYPE (gimple_assign_lhs (red
->reduc_stmt
));
928 tree struct_type
= TREE_TYPE (TREE_TYPE (clsn_data
->load
));
933 gsi
= gsi_after_labels (clsn_data
->load_bb
);
934 load_struct
= fold_build1 (INDIRECT_REF
, struct_type
, clsn_data
->load
);
935 load_struct
= build3 (COMPONENT_REF
, type
, load_struct
, red
->field
,
939 name
= PHI_RESULT (red
->keep_res
);
940 stmt
= gimple_build_assign (name
, x
);
941 SSA_NAME_DEF_STMT (name
) = stmt
;
943 gsi_insert_after (&gsi
, stmt
, GSI_NEW_STMT
);
945 for (gsi
= gsi_start_phis (gimple_bb (red
->keep_res
));
946 !gsi_end_p (gsi
); gsi_next (&gsi
))
947 if (gsi_stmt (gsi
) == red
->keep_res
)
949 remove_phi_node (&gsi
, false);
955 /* Load the reduction result that was stored in LD_ST_DATA.
956 REDUCTION_LIST describes the list of reductions that the
957 loads should be generated for. */
959 create_final_loads_for_reduction (htab_t reduction_list
,
960 struct clsn_data
*ld_st_data
)
962 gimple_stmt_iterator gsi
;
966 gsi
= gsi_after_labels (ld_st_data
->load_bb
);
967 t
= build_fold_addr_expr (ld_st_data
->store
);
968 stmt
= gimple_build_assign (ld_st_data
->load
, t
);
970 gsi_insert_before (&gsi
, stmt
, GSI_NEW_STMT
);
971 SSA_NAME_DEF_STMT (ld_st_data
->load
) = stmt
;
973 htab_traverse (reduction_list
, create_loads_for_reductions
, ld_st_data
);
977 /* Callback for htab_traverse. Store the neutral value for the
978 particular reduction's operation, e.g. 0 for PLUS_EXPR,
979 1 for MULT_EXPR, etc. into the reduction field.
980 The reduction is specified in SLOT. The store information is
984 create_stores_for_reduction (void **slot
, void *data
)
986 struct reduction_info
*const red
= (struct reduction_info
*) *slot
;
987 struct clsn_data
*const clsn_data
= (struct clsn_data
*) data
;
990 gimple_stmt_iterator gsi
;
991 tree type
= TREE_TYPE (gimple_assign_lhs (red
->reduc_stmt
));
993 gsi
= gsi_last_bb (clsn_data
->store_bb
);
994 t
= build3 (COMPONENT_REF
, type
, clsn_data
->store
, red
->field
, NULL_TREE
);
995 stmt
= gimple_build_assign (t
, red
->initial_value
);
996 mark_virtual_ops_for_renaming (stmt
);
997 gsi_insert_after (&gsi
, stmt
, GSI_NEW_STMT
);
1002 /* Callback for htab_traverse. Creates loads to a field of LOAD in LOAD_BB and
1003 store to a field of STORE in STORE_BB for the ssa name and its duplicate
1004 specified in SLOT. */
1007 create_loads_and_stores_for_name (void **slot
, void *data
)
1009 struct name_to_copy_elt
*const elt
= (struct name_to_copy_elt
*) *slot
;
1010 struct clsn_data
*const clsn_data
= (struct clsn_data
*) data
;
1013 gimple_stmt_iterator gsi
;
1014 tree type
= TREE_TYPE (elt
->new_name
);
1015 tree struct_type
= TREE_TYPE (TREE_TYPE (clsn_data
->load
));
1018 gsi
= gsi_last_bb (clsn_data
->store_bb
);
1019 t
= build3 (COMPONENT_REF
, type
, clsn_data
->store
, elt
->field
, NULL_TREE
);
1020 stmt
= gimple_build_assign (t
, ssa_name (elt
->version
));
1021 mark_virtual_ops_for_renaming (stmt
);
1022 gsi_insert_after (&gsi
, stmt
, GSI_NEW_STMT
);
1024 gsi
= gsi_last_bb (clsn_data
->load_bb
);
1025 load_struct
= fold_build1 (INDIRECT_REF
, struct_type
, clsn_data
->load
);
1026 t
= build3 (COMPONENT_REF
, type
, load_struct
, elt
->field
, NULL_TREE
);
1027 stmt
= gimple_build_assign (elt
->new_name
, t
);
1028 SSA_NAME_DEF_STMT (elt
->new_name
) = stmt
;
1029 gsi_insert_after (&gsi
, stmt
, GSI_NEW_STMT
);
1034 /* Moves all the variables used in LOOP and defined outside of it (including
1035 the initial values of loop phi nodes, and *PER_THREAD if it is a ssa
1036 name) to a structure created for this purpose. The code
1044 is transformed this way:
1059 `old' is stored to *ARG_STRUCT and `new' is stored to NEW_ARG_STRUCT. The
1060 pointer `new' is intentionally not initialized (the loop will be split to a
1061 separate function later, and `new' will be initialized from its arguments).
1062 LD_ST_DATA holds information about the shared data structure used to pass
1063 information among the threads. It is initialized here, and
1064 gen_parallel_loop will pass it to create_call_for_reduction that
1065 needs this information. REDUCTION_LIST describes the reductions
1069 separate_decls_in_region (edge entry
, edge exit
, htab_t reduction_list
,
1070 tree
*arg_struct
, tree
*new_arg_struct
,
1071 struct clsn_data
*ld_st_data
)
1074 basic_block bb1
= split_edge (entry
);
1075 basic_block bb0
= single_pred (bb1
);
1076 htab_t name_copies
= htab_create (10, name_to_copy_elt_hash
,
1077 name_to_copy_elt_eq
, free
);
1078 htab_t decl_copies
= htab_create (10, int_tree_map_hash
, int_tree_map_eq
,
1081 tree type
, type_name
, nvar
;
1082 gimple_stmt_iterator gsi
;
1083 struct clsn_data clsn_data
;
1084 VEC (basic_block
, heap
) *body
= VEC_alloc (basic_block
, heap
, 3);
1086 basic_block entry_bb
= bb1
;
1087 basic_block exit_bb
= exit
->dest
;
1088 bool has_debug_stmt
= false;
1090 entry
= single_succ_edge (entry_bb
);
1091 gather_blocks_in_sese_region (entry_bb
, exit_bb
, &body
);
1093 for (i
= 0; VEC_iterate (basic_block
, body
, i
, bb
); i
++)
1095 if (bb
!= entry_bb
&& bb
!= exit_bb
)
1097 for (gsi
= gsi_start_phis (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1098 separate_decls_in_region_stmt (entry
, exit
, gsi_stmt (gsi
),
1099 name_copies
, decl_copies
);
1101 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1103 gimple stmt
= gsi_stmt (gsi
);
1105 if (is_gimple_debug (stmt
))
1106 has_debug_stmt
= true;
1108 separate_decls_in_region_stmt (entry
, exit
, stmt
,
1109 name_copies
, decl_copies
);
1114 /* Now process debug bind stmts. We must not create decls while
1115 processing debug stmts, so we defer their processing so as to
1116 make sure we will have debug info for as many variables as
1117 possible (all of those that were dealt with in the loop above),
1118 and discard those for which we know there's nothing we can
1121 for (i
= 0; VEC_iterate (basic_block
, body
, i
, bb
); i
++)
1122 if (bb
!= entry_bb
&& bb
!= exit_bb
)
1124 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
);)
1126 gimple stmt
= gsi_stmt (gsi
);
1128 if (gimple_debug_bind_p (stmt
))
1130 if (separate_decls_in_region_debug_bind (stmt
,
1134 gsi_remove (&gsi
, true);
1143 VEC_free (basic_block
, heap
, body
);
1145 if (htab_elements (name_copies
) == 0 && htab_elements (reduction_list
) == 0)
1147 /* It may happen that there is nothing to copy (if there are only
1148 loop carried and external variables in the loop). */
1150 *new_arg_struct
= NULL
;
1154 /* Create the type for the structure to store the ssa names to. */
1155 type
= lang_hooks
.types
.make_type (RECORD_TYPE
);
1156 type_name
= build_decl (BUILTINS_LOCATION
,
1157 TYPE_DECL
, create_tmp_var_name (".paral_data"),
1159 TYPE_NAME (type
) = type_name
;
1161 htab_traverse (name_copies
, add_field_for_name
, type
);
1162 if (reduction_list
&& htab_elements (reduction_list
) > 0)
1164 /* Create the fields for reductions. */
1165 htab_traverse (reduction_list
, add_field_for_reduction
,
1170 /* Create the loads and stores. */
1171 *arg_struct
= create_tmp_var (type
, ".paral_data_store");
1172 add_referenced_var (*arg_struct
);
1173 nvar
= create_tmp_var (build_pointer_type (type
), ".paral_data_load");
1174 add_referenced_var (nvar
);
1175 *new_arg_struct
= make_ssa_name (nvar
, NULL
);
1177 ld_st_data
->store
= *arg_struct
;
1178 ld_st_data
->load
= *new_arg_struct
;
1179 ld_st_data
->store_bb
= bb0
;
1180 ld_st_data
->load_bb
= bb1
;
1182 htab_traverse (name_copies
, create_loads_and_stores_for_name
,
1185 /* Load the calculation from memory (after the join of the threads). */
1187 if (reduction_list
&& htab_elements (reduction_list
) > 0)
1189 htab_traverse (reduction_list
, create_stores_for_reduction
,
1191 clsn_data
.load
= make_ssa_name (nvar
, NULL
);
1192 clsn_data
.load_bb
= exit
->dest
;
1193 clsn_data
.store
= ld_st_data
->store
;
1194 create_final_loads_for_reduction (reduction_list
, &clsn_data
);
1198 htab_delete (decl_copies
);
1199 htab_delete (name_copies
);
1202 /* Bitmap containing uids of functions created by parallelization. We cannot
1203 allocate it from the default obstack, as it must live across compilation
1204 of several functions; we make it gc allocated instead. */
1206 static GTY(()) bitmap parallelized_functions
;
1208 /* Returns true if FN was created by create_loop_fn. */
1211 parallelized_function_p (tree fn
)
1213 if (!parallelized_functions
|| !DECL_ARTIFICIAL (fn
))
1216 return bitmap_bit_p (parallelized_functions
, DECL_UID (fn
));
1219 /* Creates and returns an empty function that will receive the body of
1220 a parallelized loop. */
1223 create_loop_fn (void)
1227 tree decl
, type
, name
, t
;
1228 struct function
*act_cfun
= cfun
;
1229 static unsigned loopfn_num
;
1231 snprintf (buf
, 100, "%s.$loopfn", current_function_name ());
1232 ASM_FORMAT_PRIVATE_NAME (tname
, buf
, loopfn_num
++);
1233 clean_symbol_name (tname
);
1234 name
= get_identifier (tname
);
1235 type
= build_function_type_list (void_type_node
, ptr_type_node
, NULL_TREE
);
1237 decl
= build_decl (BUILTINS_LOCATION
,
1238 FUNCTION_DECL
, name
, type
);
1239 if (!parallelized_functions
)
1240 parallelized_functions
= BITMAP_GGC_ALLOC ();
1241 bitmap_set_bit (parallelized_functions
, DECL_UID (decl
));
1243 TREE_STATIC (decl
) = 1;
1244 TREE_USED (decl
) = 1;
1245 DECL_ARTIFICIAL (decl
) = 1;
1246 DECL_IGNORED_P (decl
) = 0;
1247 TREE_PUBLIC (decl
) = 0;
1248 DECL_UNINLINABLE (decl
) = 1;
1249 DECL_EXTERNAL (decl
) = 0;
1250 DECL_CONTEXT (decl
) = NULL_TREE
;
1251 DECL_INITIAL (decl
) = make_node (BLOCK
);
1253 t
= build_decl (BUILTINS_LOCATION
,
1254 RESULT_DECL
, NULL_TREE
, void_type_node
);
1255 DECL_ARTIFICIAL (t
) = 1;
1256 DECL_IGNORED_P (t
) = 1;
1257 DECL_RESULT (decl
) = t
;
1259 t
= build_decl (BUILTINS_LOCATION
,
1260 PARM_DECL
, get_identifier (".paral_data_param"),
1262 DECL_ARTIFICIAL (t
) = 1;
1263 DECL_ARG_TYPE (t
) = ptr_type_node
;
1264 DECL_CONTEXT (t
) = decl
;
1266 DECL_ARGUMENTS (decl
) = t
;
1268 allocate_struct_function (decl
, false);
1270 /* The call to allocate_struct_function clobbers CFUN, so we need to restore
1272 set_cfun (act_cfun
);
1277 /* Moves the exit condition of LOOP to the beginning of its header, and
1278 duplicates the part of the last iteration that gets disabled to the
1279 exit of the loop. NIT is the number of iterations of the loop
1280 (used to initialize the variables in the duplicated part).
1282 TODO: the common case is that latch of the loop is empty and immediately
1283 follows the loop exit. In this case, it would be better not to copy the
1284 body of the loop, but only move the entry of the loop directly before the
1285 exit check and increase the number of iterations of the loop by one.
1286 This may need some additional preconditioning in case NIT = ~0.
1287 REDUCTION_LIST describes the reductions in LOOP. */
1290 transform_to_exit_first_loop (struct loop
*loop
, htab_t reduction_list
, tree nit
)
1292 basic_block
*bbs
, *nbbs
, ex_bb
, orig_header
;
1295 edge exit
= single_dom_exit (loop
), hpred
;
1296 tree control
, control_name
, res
, t
;
1297 gimple phi
, nphi
, cond_stmt
, stmt
, cond_nit
;
1298 gimple_stmt_iterator gsi
;
1301 split_block_after_labels (loop
->header
);
1302 orig_header
= single_succ (loop
->header
);
1303 hpred
= single_succ_edge (loop
->header
);
1305 cond_stmt
= last_stmt (exit
->src
);
1306 control
= gimple_cond_lhs (cond_stmt
);
1307 gcc_assert (gimple_cond_rhs (cond_stmt
) == nit
);
1309 /* Make sure that we have phi nodes on exit for all loop header phis
1310 (create_parallel_loop requires that). */
1311 for (gsi
= gsi_start_phis (loop
->header
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1313 phi
= gsi_stmt (gsi
);
1314 res
= PHI_RESULT (phi
);
1315 t
= make_ssa_name (SSA_NAME_VAR (res
), phi
);
1316 SET_PHI_RESULT (phi
, t
);
1317 nphi
= create_phi_node (res
, orig_header
);
1318 SSA_NAME_DEF_STMT (res
) = nphi
;
1319 add_phi_arg (nphi
, t
, hpred
, UNKNOWN_LOCATION
);
1323 gimple_cond_set_lhs (cond_stmt
, t
);
1324 update_stmt (cond_stmt
);
1328 bbs
= get_loop_body_in_dom_order (loop
);
1330 for (n
= 0; bbs
[n
] != loop
->latch
; n
++)
1332 nbbs
= XNEWVEC (basic_block
, n
);
1333 ok
= gimple_duplicate_sese_tail (single_succ_edge (loop
->header
), exit
,
1340 /* Other than reductions, the only gimple reg that should be copied
1341 out of the loop is the control variable. */
1343 control_name
= NULL_TREE
;
1344 for (gsi
= gsi_start_phis (ex_bb
); !gsi_end_p (gsi
); )
1346 phi
= gsi_stmt (gsi
);
1347 res
= PHI_RESULT (phi
);
1348 if (!is_gimple_reg (res
))
1354 /* Check if it is a part of reduction. If it is,
1355 keep the phi at the reduction's keep_res field. The
1356 PHI_RESULT of this phi is the resulting value of the reduction
1357 variable when exiting the loop. */
1359 exit
= single_dom_exit (loop
);
1361 if (htab_elements (reduction_list
) > 0)
1363 struct reduction_info
*red
;
1365 tree val
= PHI_ARG_DEF_FROM_EDGE (phi
, exit
);
1366 red
= reduction_phi (reduction_list
, SSA_NAME_DEF_STMT (val
));
1369 red
->keep_res
= phi
;
1374 gcc_assert (control_name
== NULL_TREE
1375 && SSA_NAME_VAR (res
) == SSA_NAME_VAR (control
));
1377 remove_phi_node (&gsi
, false);
1379 gcc_assert (control_name
!= NULL_TREE
);
1381 /* Initialize the control variable to number of iterations
1382 according to the rhs of the exit condition. */
1383 gsi
= gsi_after_labels (ex_bb
);
1384 cond_nit
= last_stmt (exit
->src
);
1385 nit_1
= gimple_cond_rhs (cond_nit
);
1386 nit_1
= force_gimple_operand_gsi (&gsi
,
1387 fold_convert (TREE_TYPE (control_name
), nit_1
),
1388 false, NULL_TREE
, false, GSI_SAME_STMT
);
1389 stmt
= gimple_build_assign (control_name
, nit_1
);
1390 gsi_insert_before (&gsi
, stmt
, GSI_NEW_STMT
);
1391 SSA_NAME_DEF_STMT (control_name
) = stmt
;
1394 /* Create the parallel constructs for LOOP as described in gen_parallel_loop.
1395 LOOP_FN and DATA are the arguments of GIMPLE_OMP_PARALLEL.
1396 NEW_DATA is the variable that should be initialized from the argument
1397 of LOOP_FN. N_THREADS is the requested number of threads. Returns the
1398 basic block containing GIMPLE_OMP_PARALLEL tree. */
1401 create_parallel_loop (struct loop
*loop
, tree loop_fn
, tree data
,
1402 tree new_data
, unsigned n_threads
)
1404 gimple_stmt_iterator gsi
;
1405 basic_block bb
, paral_bb
, for_bb
, ex_bb
;
1407 gimple stmt
, for_stmt
, phi
, cond_stmt
;
1408 tree cvar
, cvar_init
, initvar
, cvar_next
, cvar_base
, type
;
1409 edge exit
, nexit
, guard
, end
, e
;
1411 /* Prepare the GIMPLE_OMP_PARALLEL statement. */
1412 bb
= loop_preheader_edge (loop
)->src
;
1413 paral_bb
= single_pred (bb
);
1414 gsi
= gsi_last_bb (paral_bb
);
1416 t
= build_omp_clause (BUILTINS_LOCATION
, OMP_CLAUSE_NUM_THREADS
);
1417 OMP_CLAUSE_NUM_THREADS_EXPR (t
)
1418 = build_int_cst (integer_type_node
, n_threads
);
1419 stmt
= gimple_build_omp_parallel (NULL
, t
, loop_fn
, data
);
1421 gsi_insert_after (&gsi
, stmt
, GSI_NEW_STMT
);
1423 /* Initialize NEW_DATA. */
1426 gsi
= gsi_after_labels (bb
);
1428 param
= make_ssa_name (DECL_ARGUMENTS (loop_fn
), NULL
);
1429 stmt
= gimple_build_assign (param
, build_fold_addr_expr (data
));
1430 gsi_insert_before (&gsi
, stmt
, GSI_SAME_STMT
);
1431 SSA_NAME_DEF_STMT (param
) = stmt
;
1433 stmt
= gimple_build_assign (new_data
,
1434 fold_convert (TREE_TYPE (new_data
), param
));
1435 gsi_insert_before (&gsi
, stmt
, GSI_SAME_STMT
);
1436 SSA_NAME_DEF_STMT (new_data
) = stmt
;
1439 /* Emit GIMPLE_OMP_RETURN for GIMPLE_OMP_PARALLEL. */
1440 bb
= split_loop_exit_edge (single_dom_exit (loop
));
1441 gsi
= gsi_last_bb (bb
);
1442 gsi_insert_after (&gsi
, gimple_build_omp_return (false), GSI_NEW_STMT
);
1444 /* Extract data for GIMPLE_OMP_FOR. */
1445 gcc_assert (loop
->header
== single_dom_exit (loop
)->src
);
1446 cond_stmt
= last_stmt (loop
->header
);
1448 cvar
= gimple_cond_lhs (cond_stmt
);
1449 cvar_base
= SSA_NAME_VAR (cvar
);
1450 phi
= SSA_NAME_DEF_STMT (cvar
);
1451 cvar_init
= PHI_ARG_DEF_FROM_EDGE (phi
, loop_preheader_edge (loop
));
1452 initvar
= make_ssa_name (cvar_base
, NULL
);
1453 SET_USE (PHI_ARG_DEF_PTR_FROM_EDGE (phi
, loop_preheader_edge (loop
)),
1455 cvar_next
= PHI_ARG_DEF_FROM_EDGE (phi
, loop_latch_edge (loop
));
1457 gsi
= gsi_last_bb (loop
->latch
);
1458 gcc_assert (gsi_stmt (gsi
) == SSA_NAME_DEF_STMT (cvar_next
));
1459 gsi_remove (&gsi
, true);
1462 for_bb
= split_edge (loop_preheader_edge (loop
));
1463 ex_bb
= split_loop_exit_edge (single_dom_exit (loop
));
1464 extract_true_false_edges_from_block (loop
->header
, &nexit
, &exit
);
1465 gcc_assert (exit
== single_dom_exit (loop
));
1467 guard
= make_edge (for_bb
, ex_bb
, 0);
1468 single_succ_edge (loop
->latch
)->flags
= 0;
1469 end
= make_edge (loop
->latch
, ex_bb
, EDGE_FALLTHRU
);
1470 for (gsi
= gsi_start_phis (ex_bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1472 source_location locus
;
1474 phi
= gsi_stmt (gsi
);
1475 stmt
= SSA_NAME_DEF_STMT (PHI_ARG_DEF_FROM_EDGE (phi
, exit
));
1477 def
= PHI_ARG_DEF_FROM_EDGE (stmt
, loop_preheader_edge (loop
));
1478 locus
= gimple_phi_arg_location_from_edge (stmt
,
1479 loop_preheader_edge (loop
));
1480 add_phi_arg (phi
, def
, guard
, locus
);
1482 def
= PHI_ARG_DEF_FROM_EDGE (stmt
, loop_latch_edge (loop
));
1483 locus
= gimple_phi_arg_location_from_edge (stmt
, loop_latch_edge (loop
));
1484 add_phi_arg (phi
, def
, end
, locus
);
1486 e
= redirect_edge_and_branch (exit
, nexit
->dest
);
1487 PENDING_STMT (e
) = NULL
;
1489 /* Emit GIMPLE_OMP_FOR. */
1490 gimple_cond_set_lhs (cond_stmt
, cvar_base
);
1491 type
= TREE_TYPE (cvar
);
1492 t
= build_omp_clause (BUILTINS_LOCATION
, OMP_CLAUSE_SCHEDULE
);
1493 OMP_CLAUSE_SCHEDULE_KIND (t
) = OMP_CLAUSE_SCHEDULE_STATIC
;
1495 for_stmt
= gimple_build_omp_for (NULL
, t
, 1, NULL
);
1496 gimple_omp_for_set_index (for_stmt
, 0, initvar
);
1497 gimple_omp_for_set_initial (for_stmt
, 0, cvar_init
);
1498 gimple_omp_for_set_final (for_stmt
, 0, gimple_cond_rhs (cond_stmt
));
1499 gimple_omp_for_set_cond (for_stmt
, 0, gimple_cond_code (cond_stmt
));
1500 gimple_omp_for_set_incr (for_stmt
, 0, build2 (PLUS_EXPR
, type
,
1502 build_int_cst (type
, 1)));
1504 gsi
= gsi_last_bb (for_bb
);
1505 gsi_insert_after (&gsi
, for_stmt
, GSI_NEW_STMT
);
1506 SSA_NAME_DEF_STMT (initvar
) = for_stmt
;
1508 /* Emit GIMPLE_OMP_CONTINUE. */
1509 gsi
= gsi_last_bb (loop
->latch
);
1510 stmt
= gimple_build_omp_continue (cvar_next
, cvar
);
1511 gsi_insert_after (&gsi
, stmt
, GSI_NEW_STMT
);
1512 SSA_NAME_DEF_STMT (cvar_next
) = stmt
;
1514 /* Emit GIMPLE_OMP_RETURN for GIMPLE_OMP_FOR. */
1515 gsi
= gsi_last_bb (ex_bb
);
1516 gsi_insert_after (&gsi
, gimple_build_omp_return (true), GSI_NEW_STMT
);
1521 /* Generates code to execute the iterations of LOOP in N_THREADS
1522 threads in parallel.
1524 NITER describes number of iterations of LOOP.
1525 REDUCTION_LIST describes the reductions existent in the LOOP. */
1528 gen_parallel_loop (struct loop
*loop
, htab_t reduction_list
,
1529 unsigned n_threads
, struct tree_niter_desc
*niter
)
1532 tree many_iterations_cond
, type
, nit
;
1533 tree arg_struct
, new_arg_struct
;
1535 basic_block parallel_head
;
1537 struct clsn_data clsn_data
;
1542 ---------------------------------------------------------------------
1545 IV = phi (INIT, IV + STEP)
1551 ---------------------------------------------------------------------
1553 with # of iterations NITER (possibly with MAY_BE_ZERO assumption),
1554 we generate the following code:
1556 ---------------------------------------------------------------------
1559 || NITER < MIN_PER_THREAD * N_THREADS)
1563 store all local loop-invariant variables used in body of the loop to DATA.
1564 GIMPLE_OMP_PARALLEL (OMP_CLAUSE_NUM_THREADS (N_THREADS), LOOPFN, DATA);
1565 load the variables from DATA.
1566 GIMPLE_OMP_FOR (IV = INIT; COND; IV += STEP) (OMP_CLAUSE_SCHEDULE (static))
1569 GIMPLE_OMP_CONTINUE;
1570 GIMPLE_OMP_RETURN -- GIMPLE_OMP_FOR
1571 GIMPLE_OMP_RETURN -- GIMPLE_OMP_PARALLEL
1577 IV = phi (INIT, IV + STEP)
1588 /* Create two versions of the loop -- in the old one, we know that the
1589 number of iterations is large enough, and we will transform it into the
1590 loop that will be split to loop_fn, the new one will be used for the
1591 remaining iterations. */
1593 type
= TREE_TYPE (niter
->niter
);
1594 nit
= force_gimple_operand (unshare_expr (niter
->niter
), &stmts
, true,
1597 gsi_insert_seq_on_edge_immediate (loop_preheader_edge (loop
), stmts
);
1599 many_iterations_cond
=
1600 fold_build2 (GE_EXPR
, boolean_type_node
,
1601 nit
, build_int_cst (type
, MIN_PER_THREAD
* n_threads
));
1602 many_iterations_cond
1603 = fold_build2 (TRUTH_AND_EXPR
, boolean_type_node
,
1604 invert_truthvalue (unshare_expr (niter
->may_be_zero
)),
1605 many_iterations_cond
);
1606 many_iterations_cond
1607 = force_gimple_operand (many_iterations_cond
, &stmts
, false, NULL_TREE
);
1609 gsi_insert_seq_on_edge_immediate (loop_preheader_edge (loop
), stmts
);
1610 if (!is_gimple_condexpr (many_iterations_cond
))
1612 many_iterations_cond
1613 = force_gimple_operand (many_iterations_cond
, &stmts
,
1616 gsi_insert_seq_on_edge_immediate (loop_preheader_edge (loop
), stmts
);
1619 initialize_original_copy_tables ();
1621 /* We assume that the loop usually iterates a lot. */
1622 prob
= 4 * REG_BR_PROB_BASE
/ 5;
1623 loop_version (loop
, many_iterations_cond
, NULL
,
1624 prob
, prob
, REG_BR_PROB_BASE
- prob
, true);
1625 update_ssa (TODO_update_ssa
);
1626 free_original_copy_tables ();
1628 /* Base all the induction variables in LOOP on a single control one. */
1629 canonicalize_loop_ivs (loop
, &nit
, true);
1631 /* Ensure that the exit condition is the first statement in the loop. */
1632 transform_to_exit_first_loop (loop
, reduction_list
, nit
);
1634 /* Generate initializations for reductions. */
1635 if (htab_elements (reduction_list
) > 0)
1636 htab_traverse (reduction_list
, initialize_reductions
, loop
);
1638 /* Eliminate the references to local variables from the loop. */
1639 gcc_assert (single_exit (loop
));
1640 entry
= loop_preheader_edge (loop
);
1641 exit
= single_dom_exit (loop
);
1643 eliminate_local_variables (entry
, exit
);
1644 /* In the old loop, move all variables non-local to the loop to a structure
1645 and back, and create separate decls for the variables used in loop. */
1646 separate_decls_in_region (entry
, exit
, reduction_list
, &arg_struct
,
1647 &new_arg_struct
, &clsn_data
);
1649 /* Create the parallel constructs. */
1650 parallel_head
= create_parallel_loop (loop
, create_loop_fn (), arg_struct
,
1651 new_arg_struct
, n_threads
);
1652 if (htab_elements (reduction_list
) > 0)
1653 create_call_for_reduction (loop
, reduction_list
, &clsn_data
);
1657 /* Cancel the loop (it is simpler to do it here rather than to teach the
1658 expander to do it). */
1659 cancel_loop_tree (loop
);
1661 /* Free loop bound estimations that could contain references to
1662 removed statements. */
1663 FOR_EACH_LOOP (li
, loop
, 0)
1664 free_numbers_of_iterations_estimates_loop (loop
);
1666 /* Expand the parallel constructs. We do it directly here instead of running
1667 a separate expand_omp pass, since it is more efficient, and less likely to
1668 cause troubles with further analyses not being able to deal with the
1671 omp_expand_local (parallel_head
);
1674 /* Returns true when LOOP contains vector phi nodes. */
1677 loop_has_vector_phi_nodes (struct loop
*loop ATTRIBUTE_UNUSED
)
1680 basic_block
*bbs
= get_loop_body_in_dom_order (loop
);
1681 gimple_stmt_iterator gsi
;
1684 for (i
= 0; i
< loop
->num_nodes
; i
++)
1685 for (gsi
= gsi_start_phis (bbs
[i
]); !gsi_end_p (gsi
); gsi_next (&gsi
))
1686 if (TREE_CODE (TREE_TYPE (PHI_RESULT (gsi_stmt (gsi
)))) == VECTOR_TYPE
)
1695 /* Create a reduction_info struct, initialize it with REDUC_STMT
1696 and PHI, insert it to the REDUCTION_LIST. */
1699 build_new_reduction (htab_t reduction_list
, gimple reduc_stmt
, gimple phi
)
1702 struct reduction_info
*new_reduction
;
1704 gcc_assert (reduc_stmt
);
1706 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1709 "Detected reduction. reduction stmt is: \n");
1710 print_gimple_stmt (dump_file
, reduc_stmt
, 0, 0);
1711 fprintf (dump_file
, "\n");
1714 new_reduction
= XCNEW (struct reduction_info
);
1716 new_reduction
->reduc_stmt
= reduc_stmt
;
1717 new_reduction
->reduc_phi
= phi
;
1718 new_reduction
->reduction_code
= gimple_assign_rhs_code (reduc_stmt
);
1719 slot
= htab_find_slot (reduction_list
, new_reduction
, INSERT
);
1720 *slot
= new_reduction
;
1723 /* Detect all reductions in the LOOP, insert them into REDUCTION_LIST. */
1726 gather_scalar_reductions (loop_p loop
, htab_t reduction_list
)
1728 gimple_stmt_iterator gsi
;
1729 loop_vec_info simple_loop_info
;
1732 simple_loop_info
= vect_analyze_loop_form (loop
);
1734 for (gsi
= gsi_start_phis (loop
->header
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1736 gimple phi
= gsi_stmt (gsi
);
1738 tree res
= PHI_RESULT (phi
);
1741 if (!is_gimple_reg (res
))
1744 if (!simple_iv (loop
, loop
, res
, &iv
, true)
1745 && simple_loop_info
)
1747 gimple reduc_stmt
= vect_force_simple_reduction (simple_loop_info
,
1750 if (reduc_stmt
&& !double_reduc
)
1751 build_new_reduction (reduction_list
, reduc_stmt
, phi
);
1754 destroy_loop_vec_info (simple_loop_info
, true);
1757 /* Try to initialize NITER for code generation part. */
1760 try_get_loop_niter (loop_p loop
, struct tree_niter_desc
*niter
)
1762 edge exit
= single_dom_exit (loop
);
1766 /* We need to know # of iterations, and there should be no uses of values
1767 defined inside loop outside of it, unless the values are invariants of
1769 if (!number_of_iterations_exit (loop
, exit
, niter
, false))
1771 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1772 fprintf (dump_file
, " FAILED: number of iterations not known\n");
1779 /* Try to initialize REDUCTION_LIST for code generation part.
1780 REDUCTION_LIST describes the reductions. */
1783 try_create_reduction_list (loop_p loop
, htab_t reduction_list
)
1785 edge exit
= single_dom_exit (loop
);
1786 gimple_stmt_iterator gsi
;
1790 gather_scalar_reductions (loop
, reduction_list
);
1793 for (gsi
= gsi_start_phis (exit
->dest
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1795 gimple phi
= gsi_stmt (gsi
);
1796 struct reduction_info
*red
;
1797 imm_use_iterator imm_iter
;
1798 use_operand_p use_p
;
1800 tree val
= PHI_ARG_DEF_FROM_EDGE (phi
, exit
);
1802 if (is_gimple_reg (val
))
1804 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1806 fprintf (dump_file
, "phi is ");
1807 print_gimple_stmt (dump_file
, phi
, 0, 0);
1808 fprintf (dump_file
, "arg of phi to exit: value ");
1809 print_generic_expr (dump_file
, val
, 0);
1810 fprintf (dump_file
, " used outside loop\n");
1812 " checking if it a part of reduction pattern: \n");
1814 if (htab_elements (reduction_list
) == 0)
1816 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1818 " FAILED: it is not a part of reduction.\n");
1822 FOR_EACH_IMM_USE_FAST (use_p
, imm_iter
, val
)
1824 if (flow_bb_inside_loop_p (loop
, gimple_bb (USE_STMT (use_p
))))
1826 reduc_phi
= USE_STMT (use_p
);
1830 red
= reduction_phi (reduction_list
, reduc_phi
);
1833 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1835 " FAILED: it is not a part of reduction.\n");
1838 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1840 fprintf (dump_file
, "reduction phi is ");
1841 print_gimple_stmt (dump_file
, red
->reduc_phi
, 0, 0);
1842 fprintf (dump_file
, "reduction stmt is ");
1843 print_gimple_stmt (dump_file
, red
->reduc_stmt
, 0, 0);
1848 /* The iterations of the loop may communicate only through bivs whose
1849 iteration space can be distributed efficiently. */
1850 for (gsi
= gsi_start_phis (loop
->header
); !gsi_end_p (gsi
); gsi_next (&gsi
))
1852 gimple phi
= gsi_stmt (gsi
);
1853 tree def
= PHI_RESULT (phi
);
1856 if (is_gimple_reg (def
) && !simple_iv (loop
, loop
, def
, &iv
, true))
1858 struct reduction_info
*red
;
1860 red
= reduction_phi (reduction_list
, phi
);
1863 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1865 " FAILED: scalar dependency between iterations\n");
1875 /* Detect parallel loops and generate parallel code using libgomp
1876 primitives. Returns true if some loop was parallelized, false
1880 parallelize_loops (void)
1882 unsigned n_threads
= flag_tree_parallelize_loops
;
1883 bool changed
= false;
1885 struct tree_niter_desc niter_desc
;
1887 htab_t reduction_list
;
1888 struct obstack parloop_obstack
;
1889 HOST_WIDE_INT estimated
;
1892 /* Do not parallelize loops in the functions created by parallelization. */
1893 if (parallelized_function_p (cfun
->decl
))
1895 if (cfun
->has_nonlocal_label
)
1898 gcc_obstack_init (&parloop_obstack
);
1899 reduction_list
= htab_create (10, reduction_info_hash
,
1900 reduction_info_eq
, free
);
1901 init_stmt_vec_info_vec ();
1903 FOR_EACH_LOOP (li
, loop
, 0)
1905 htab_empty (reduction_list
);
1906 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1908 fprintf (dump_file
, "Trying loop %d as candidate\n",loop
->num
);
1910 fprintf (dump_file
, "loop %d is not innermost\n",loop
->num
);
1912 fprintf (dump_file
, "loop %d is innermost\n",loop
->num
);
1915 /* If we use autopar in graphite pass, we use its marked dependency
1916 checking results. */
1917 if (flag_loop_parallelize_all
&& !loop
->can_be_parallel
)
1919 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1920 fprintf (dump_file
, "loop is not parallel according to graphite\n");
1924 if (!single_dom_exit (loop
))
1927 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1928 fprintf (dump_file
, "loop is !single_dom_exit\n");
1933 if (/* And of course, the loop must be parallelizable. */
1934 !can_duplicate_loop_p (loop
)
1935 || loop_has_blocks_with_irreducible_flag (loop
)
1936 || (loop_preheader_edge (loop
)->src
->flags
& BB_IRREDUCIBLE_LOOP
)
1937 /* FIXME: the check for vector phi nodes could be removed. */
1938 || loop_has_vector_phi_nodes (loop
))
1940 estimated
= estimated_loop_iterations_int (loop
, false);
1941 /* FIXME: Bypass this check as graphite doesn't update the
1942 count and frequency correctly now. */
1943 if (!flag_loop_parallelize_all
1945 && estimated
<= (HOST_WIDE_INT
) n_threads
* MIN_PER_THREAD
)
1946 /* Do not bother with loops in cold areas. */
1947 || optimize_loop_nest_for_size_p (loop
)))
1950 if (!try_get_loop_niter (loop
, &niter_desc
))
1953 if (!try_create_reduction_list (loop
, reduction_list
))
1956 if (!flag_loop_parallelize_all
1957 && !loop_parallel_p (loop
, &parloop_obstack
))
1961 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1964 fprintf (dump_file
, "parallelizing outer loop %d\n",loop
->header
->index
);
1966 fprintf (dump_file
, "parallelizing inner loop %d\n",loop
->header
->index
);
1967 loop_loc
= find_loop_location (loop
);
1968 if (loop_loc
!= UNKNOWN_LOC
)
1969 fprintf (dump_file
, "\nloop at %s:%d: ",
1970 LOC_FILE (loop_loc
), LOC_LINE (loop_loc
));
1972 gen_parallel_loop (loop
, reduction_list
,
1973 n_threads
, &niter_desc
);
1974 verify_flow_info ();
1975 verify_dominators (CDI_DOMINATORS
);
1976 verify_loop_structure ();
1977 verify_loop_closed_ssa (true);
1980 free_stmt_vec_info_vec ();
1981 htab_delete (reduction_list
);
1982 obstack_free (&parloop_obstack
, NULL
);
1984 /* Parallelization will cause new function calls to be inserted through
1985 which local variables will escape. Reset the points-to solution
1988 pt_solution_reset (&cfun
->gimple_df
->escaped
);
1993 #include "gt-tree-parloops.h"