1 /* Scalar evolution detector.
2 Copyright (C) 2003, 2004 Free Software Foundation, Inc.
3 Contributed by Sebastian Pop <s.pop@laposte.net>
5 This file is part of GCC.
7 GCC is free software; you can redistribute it and/or modify it under
8 the terms of the GNU General Public License as published by the Free
9 Software Foundation; either version 2, or (at your option) any later
12 GCC is distributed in the hope that it will be useful, but WITHOUT ANY
13 WARRANTY; without even the implied warranty of MERCHANTABILITY or
14 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
17 You should have received a copy of the GNU General Public License
18 along with GCC; see the file COPYING. If not, write to the Free
19 Software Foundation, 59 Temple Place - Suite 330, Boston, MA
25 This pass analyzes the evolution of scalar variables in loop
26 structures. The algorithm is based on the SSA representation,
27 and on the loop hierarchy tree. This algorithm is not based on
28 the notion of versions of a variable, as it was the case for the
29 previous implementations of the scalar evolution algorithm, but
30 it assumes that each defined name is unique.
32 The notation used in this file is called "chains of recurrences",
33 and has been proposed by Eugene Zima, Robert Van Engelen, and
34 others for describing induction variables in programs. For example
35 "b -> {0, +, 2}_1" means that the scalar variable "b" is equal to 0
36 when entering in the loop_1 and has a step 2 in this loop, in other
37 words "for (b = 0; b < N; b+=2);". Note that the coefficients of
38 this chain of recurrence (or chrec [shrek]) can contain the name of
39 other variables, in which case they are called parametric chrecs.
40 For example, "b -> {a, +, 2}_1" means that the initial value of "b"
41 is the value of "a". In most of the cases these parametric chrecs
42 are fully instantiated before their use because symbolic names can
43 hide some difficult cases such as self-references described later
44 (see the Fibonacci example).
46 A short sketch of the algorithm is:
48 Given a scalar variable to be analyzed, follow the SSA edge to
51 - When the definition is a MODIFY_EXPR: if the right hand side
52 (RHS) of the definition cannot be statically analyzed, the answer
53 of the analyzer is: "don't know".
54 Otherwise, for all the variables that are not yet analyzed in the
55 RHS, try to determine their evolution, and finally try to
56 evaluate the operation of the RHS that gives the evolution
57 function of the analyzed variable.
59 - When the definition is a condition-phi-node: determine the
60 evolution function for all the branches of the phi node, and
61 finally merge these evolutions (see chrec_merge).
63 - When the definition is a loop-phi-node: determine its initial
64 condition, that is the SSA edge defined in an outer loop, and
65 keep it symbolic. Then determine the SSA edges that are defined
66 in the body of the loop. Follow the inner edges until ending on
67 another loop-phi-node of the same analyzed loop. If the reached
68 loop-phi-node is not the starting loop-phi-node, then we keep
69 this definition under a symbolic form. If the reached
70 loop-phi-node is the same as the starting one, then we compute a
71 symbolic stride on the return path. The result is then the
72 symbolic chrec {initial_condition, +, symbolic_stride}_loop.
76 Example 1: Illustration of the basic algorithm.
82 | if (c > 10) exit_loop
85 Suppose that we want to know the number of iterations of the
86 loop_1. The exit_loop is controlled by a COND_EXPR (c > 10). We
87 ask the scalar evolution analyzer two questions: what's the
88 scalar evolution (scev) of "c", and what's the scev of "10". For
89 "10" the answer is "10" since it is a scalar constant. For the
90 scalar variable "c", it follows the SSA edge to its definition,
91 "c = b + 1", and then asks again what's the scev of "b".
92 Following the SSA edge, we end on a loop-phi-node "b = phi (a,
93 c)", where the initial condition is "a", and the inner loop edge
94 is "c". The initial condition is kept under a symbolic form (it
95 may be the case that the copy constant propagation has done its
96 work and we end with the constant "3" as one of the edges of the
97 loop-phi-node). The update edge is followed to the end of the
98 loop, and until reaching again the starting loop-phi-node: b -> c
99 -> b. At this point we have drawn a path from "b" to "b" from
100 which we compute the stride in the loop: in this example it is
101 "+1". The resulting scev for "b" is "b -> {a, +, 1}_1". Now
102 that the scev for "b" is known, it is possible to compute the
103 scev for "c", that is "c -> {a + 1, +, 1}_1". In order to
104 determine the number of iterations in the loop_1, we have to
105 instantiate_parameters ({a + 1, +, 1}_1), that gives after some
106 more analysis the scev {4, +, 1}_1, or in other words, this is
107 the function "f (x) = x + 4", where x is the iteration count of
108 the loop_1. Now we have to solve the inequality "x + 4 > 10",
109 and take the smallest iteration number for which the loop is
110 exited: x = 7. This loop runs from x = 0 to x = 7, and in total
111 there are 8 iterations. In terms of loop normalization, we have
112 created a variable that is implicitly defined, "x" or just "_1",
113 and all the other analyzed scalars of the loop are defined in
114 function of this variable:
120 or in terms of a C program:
123 | for (x = 0; x <= 7; x++)
129 Example 2: Illustration of the algorithm on nested loops.
140 For analyzing the scalar evolution of "a", the algorithm follows
141 the SSA edge into the loop's body: "a -> b". "b" is an inner
142 loop-phi-node, and its analysis as in Example 1, gives:
147 Following the SSA edge for the initial condition, we end on "c = a
148 + 2", and then on the starting loop-phi-node "a". From this point,
149 the loop stride is computed: back on "c = a + 2" we get a "+2" in
150 the loop_1, then on the loop-phi-node "b" we compute the overall
151 effect of the inner loop that is "b = c + 30", and we get a "+30"
152 in the loop_1. That means that the overall stride in loop_1 is
153 equal to "+32", and the result is:
158 Example 3: Higher degree polynomials.
172 instantiate_parameters ({5, +, a}_1) -> {5, +, 2, +, 1}_1
173 instantiate_parameters ({5 + a, +, a}_1) -> {7, +, 3, +, 1}_1
175 Example 4: Lucas, Fibonacci, or mixers in general.
187 The syntax "(1, c)_1" stands for a PEELED_CHREC that has the
188 following semantics: during the first iteration of the loop_1, the
189 variable contains the value 1, and then it contains the value "c".
190 Note that this syntax is close to the syntax of the loop-phi-node:
191 "a -> (1, c)_1" vs. "a = phi (1, c)".
193 The symbolic chrec representation contains all the semantics of the
194 original code. What is more difficult is to use this information.
196 Example 5: Flip-flops, or exchangers.
208 Based on these symbolic chrecs, it is possible to refine this
209 information into the more precise PERIODIC_CHRECs:
214 This transformation is not yet implemented.
218 You can find a more detailed description of the algorithm in:
219 http://icps.u-strasbg.fr/~pop/DEA_03_Pop.pdf
220 http://icps.u-strasbg.fr/~pop/DEA_03_Pop.ps.gz. But note that
221 this is a preliminary report and some of the details of the
222 algorithm have changed. I'm working on a research report that
223 updates the description of the algorithms to reflect the design
224 choices used in this implementation.
226 A set of slides show a high level overview of the algorithm and run
227 an example through the scalar evolution analyzer:
228 http://cri.ensmp.fr/~pop/gcc/mar04/slides.pdf
230 The slides that I have presented at the GCC Summit'04 are available
231 at: http://cri.ensmp.fr/~pop/gcc/20040604/gccsummit-lno-spop.pdf
236 #include "coretypes.h"
242 /* These RTL headers are needed for basic-block.h. */
244 #include "basic-block.h"
245 #include "diagnostic.h"
246 #include "tree-flow.h"
247 #include "tree-dump.h"
250 #include "tree-chrec.h"
251 #include "tree-scalar-evolution.h"
252 #include "tree-pass.h"
255 static tree
analyze_scalar_evolution_1 (struct loop
*, tree
, tree
);
256 static tree
resolve_mixers (struct loop
*, tree
);
258 /* The cached information about a ssa name VAR, claiming that inside LOOP,
259 the value of VAR can be expressed as CHREC. */
267 /* Counters for the scev database. */
268 static unsigned nb_set_scev
= 0;
269 static unsigned nb_get_scev
= 0;
271 /* The following trees are unique elements. Thus the comparison of
272 another element to these elements should be done on the pointer to
273 these trees, and not on their value. */
275 /* The SSA_NAMEs that are not yet analyzed are qualified with NULL_TREE. */
276 tree chrec_not_analyzed_yet
;
278 /* Reserved to the cases where the analyzer has detected an
279 undecidable property at compile time. */
280 tree chrec_dont_know
;
282 /* When the analyzer has detected that a property will never
283 happen, then it qualifies it with chrec_known. */
286 static bitmap already_instantiated
;
288 static htab_t scalar_evolution_info
;
291 /* Constructs a new SCEV_INFO_STR structure. */
293 static inline struct scev_info_str
*
294 new_scev_info_str (tree var
)
296 struct scev_info_str
*res
;
298 res
= xmalloc (sizeof (struct scev_info_str
));
300 res
->chrec
= chrec_not_analyzed_yet
;
305 /* Computes a hash function for database element ELT. */
308 hash_scev_info (const void *elt
)
310 return SSA_NAME_VERSION (((struct scev_info_str
*) elt
)->var
);
313 /* Compares database elements E1 and E2. */
316 eq_scev_info (const void *e1
, const void *e2
)
318 const struct scev_info_str
*elt1
= e1
;
319 const struct scev_info_str
*elt2
= e2
;
321 return elt1
->var
== elt2
->var
;
324 /* Deletes database element E. */
327 del_scev_info (void *e
)
332 /* Get the index corresponding to VAR in the current LOOP. If
333 it's the first time we ask for this VAR, then we return
334 chrec_not_analysed_yet for this VAR and return its index. */
337 find_var_scev_info (tree var
)
339 struct scev_info_str
*res
;
340 struct scev_info_str tmp
;
344 slot
= htab_find_slot (scalar_evolution_info
, &tmp
, INSERT
);
347 *slot
= new_scev_info_str (var
);
353 /* Tries to express CHREC in wider type TYPE. */
356 count_ev_in_wider_type (tree type
, tree chrec
)
361 if (!evolution_function_is_affine_p (chrec
))
362 return fold_convert (type
, chrec
);
364 base
= CHREC_LEFT (chrec
);
365 step
= CHREC_RIGHT (chrec
);
366 loop
= current_loops
->parray
[CHREC_VARIABLE (chrec
)];
368 /* TODO -- if we knew the statement at that the conversion occurs,
369 we could pass it to can_count_iv_in_wider_type and get a better
371 step
= can_count_iv_in_wider_type (loop
, type
, base
, step
, NULL_TREE
);
373 return fold_convert (type
, chrec
);
374 base
= chrec_convert (type
, base
);
376 return build_polynomial_chrec (CHREC_VARIABLE (chrec
),
380 /* Return true when CHREC contains symbolic names defined in
384 chrec_contains_symbols_defined_in_loop (tree chrec
, unsigned loop_nb
)
386 if (chrec
== NULL_TREE
)
389 if (TREE_INVARIANT (chrec
))
392 if (TREE_CODE (chrec
) == VAR_DECL
393 || TREE_CODE (chrec
) == PARM_DECL
394 || TREE_CODE (chrec
) == FUNCTION_DECL
395 || TREE_CODE (chrec
) == LABEL_DECL
396 || TREE_CODE (chrec
) == RESULT_DECL
397 || TREE_CODE (chrec
) == FIELD_DECL
)
400 if (TREE_CODE (chrec
) == SSA_NAME
)
402 tree def
= SSA_NAME_DEF_STMT (chrec
);
403 struct loop
*def_loop
= loop_containing_stmt (def
);
404 struct loop
*loop
= current_loops
->parray
[loop_nb
];
406 if (def_loop
== NULL
)
409 if (loop
== def_loop
|| flow_loop_nested_p (loop
, def_loop
))
415 switch (TREE_CODE_LENGTH (TREE_CODE (chrec
)))
418 if (chrec_contains_symbols_defined_in_loop (TREE_OPERAND (chrec
, 2),
423 if (chrec_contains_symbols_defined_in_loop (TREE_OPERAND (chrec
, 1),
428 if (chrec_contains_symbols_defined_in_loop (TREE_OPERAND (chrec
, 0),
437 /* Return true when PHI is a loop-phi-node. */
440 loop_phi_node_p (tree phi
)
442 /* The implementation of this function is based on the following
443 property: "all the loop-phi-nodes of a loop are contained in the
444 loop's header basic block". */
446 return loop_containing_stmt (phi
)->header
== bb_for_stmt (phi
);
449 /* Compute the scalar evolution for EVOLUTION_FN after crossing LOOP.
450 In general, in the case of multivariate evolutions we want to get
451 the evolution in different loops. LOOP specifies the level for
452 which to get the evolution.
456 | for (j = 0; j < 100; j++)
458 | for (k = 0; k < 100; k++)
460 | i = k + j; - Here the value of i is a function of j, k.
462 | ... = i - Here the value of i is a function of j.
464 | ... = i - Here the value of i is a scalar.
470 | i_1 = phi (i_0, i_2)
474 This loop has the same effect as:
475 LOOP_1 has the same effect as:
479 The overall effect of the loop, "i_0 + 20" in the previous example,
480 is obtained by passing in the parameters: LOOP = 1,
481 EVOLUTION_FN = {i_0, +, 2}_1.
485 compute_overall_effect_of_inner_loop (struct loop
*loop
, tree evolution_fn
)
489 if (evolution_fn
== chrec_dont_know
)
490 return chrec_dont_know
;
492 else if (TREE_CODE (evolution_fn
) == POLYNOMIAL_CHREC
)
494 if (CHREC_VARIABLE (evolution_fn
) >= (unsigned) loop
->num
)
496 struct loop
*inner_loop
=
497 current_loops
->parray
[CHREC_VARIABLE (evolution_fn
)];
498 tree nb_iter
= number_of_iterations_in_loop (inner_loop
);
500 if (nb_iter
== chrec_dont_know
)
501 return chrec_dont_know
;
506 /* Number of iterations is off by one (the ssa name we
507 analyze must be defined before the exit). */
508 nb_iter
= chrec_fold_minus (chrec_type (nb_iter
),
510 fold_convert (chrec_type (nb_iter
),
513 /* evolution_fn is the evolution function in LOOP. Get
514 its value in the nb_iter-th iteration. */
515 res
= chrec_apply (inner_loop
->num
, evolution_fn
, nb_iter
);
517 /* Continue the computation until ending on a parent of LOOP. */
518 return compute_overall_effect_of_inner_loop (loop
, res
);
525 /* If the evolution function is an invariant, there is nothing to do. */
526 else if (no_evolution_in_loop_p (evolution_fn
, loop
->num
, &val
) && val
)
530 return chrec_dont_know
;
533 /* Determine whether the CHREC is always positive/negative. If the expression
534 cannot be statically analyzed, return false, otherwise set the answer into
538 chrec_is_positive (tree chrec
, bool *value
)
545 switch (TREE_CODE (chrec
))
547 case POLYNOMIAL_CHREC
:
548 if (!chrec_is_positive (CHREC_LEFT (chrec
), &value0
)
549 || !chrec_is_positive (CHREC_RIGHT (chrec
), &value1
))
552 /* FIXME -- overflows. */
553 if (value0
== value1
)
559 /* Otherwise the chrec is under the form: "{-197, +, 2}_1",
560 and the proof consists in showing that the sign never
561 changes during the execution of the loop, from 0 to
562 loop->nb_iterations. */
563 if (!evolution_function_is_affine_p (chrec
))
566 nb_iter
= number_of_iterations_in_loop
567 (current_loops
->parray
[CHREC_VARIABLE (chrec
)]);
569 if (chrec_contains_undetermined (nb_iter
))
572 nb_iter
= chrec_fold_minus
573 (chrec_type (nb_iter
), nb_iter
,
574 fold_convert (chrec_type (nb_iter
), integer_one_node
));
577 /* TODO -- If the test is after the exit, we may decrease the number of
578 iterations by one. */
580 nb_iter
= chrec_fold_minus
581 (chrec_type (nb_iter
), nb_iter
,
582 fold_convert (chrec_type (nb_iter
), integer_one_node
));
585 end_value
= chrec_apply (CHREC_VARIABLE (chrec
), chrec
, nb_iter
);
587 if (!chrec_is_positive (end_value
, &value2
))
591 return value0
== value1
;
594 *value
= (tree_int_cst_sgn (chrec
) == 1);
602 /* Associate CHREC to SCALAR. */
605 set_scalar_evolution (tree scalar
, tree chrec
)
609 if (TREE_CODE (scalar
) != SSA_NAME
)
612 scalar_info
= find_var_scev_info (scalar
);
616 if (dump_flags
& TDF_DETAILS
)
618 fprintf (dump_file
, "(set_scalar_evolution \n");
619 fprintf (dump_file
, " (scalar = ");
620 print_generic_expr (dump_file
, scalar
, 0);
621 fprintf (dump_file
, ")\n (scalar_evolution = ");
622 print_generic_expr (dump_file
, chrec
, 0);
623 fprintf (dump_file
, "))\n");
625 if (dump_flags
& TDF_STATS
)
629 *scalar_info
= chrec
;
632 /* Retrieve the chrec associated to SCALAR in the LOOP. */
635 get_scalar_evolution (tree scalar
)
641 if (dump_flags
& TDF_DETAILS
)
643 fprintf (dump_file
, "(get_scalar_evolution \n");
644 fprintf (dump_file
, " (scalar = ");
645 print_generic_expr (dump_file
, scalar
, 0);
646 fprintf (dump_file
, ")\n");
648 if (dump_flags
& TDF_STATS
)
652 switch (TREE_CODE (scalar
))
655 res
= *find_var_scev_info (scalar
);
664 res
= chrec_not_analyzed_yet
;
668 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
670 fprintf (dump_file
, " (scalar_evolution = ");
671 print_generic_expr (dump_file
, res
, 0);
672 fprintf (dump_file
, "))\n");
678 /* Helper function for add_to_evolution. Returns the evolution
679 function for an assignment of the form "a = b + c", where "a" and
680 "b" are on the strongly connected component. CHREC_BEFORE is the
681 information that we already have collected up to this point.
682 TO_ADD is the evolution of "c".
684 When CHREC_BEFORE has an evolution part in LOOP_NB, add to this
685 evolution the expression TO_ADD, otherwise construct an evolution
686 part for this loop. */
689 add_to_evolution_1 (unsigned loop_nb
,
693 switch (TREE_CODE (chrec_before
))
695 case POLYNOMIAL_CHREC
:
696 if (CHREC_VARIABLE (chrec_before
) <= loop_nb
)
700 tree type
= chrec_type (chrec_before
);
702 /* When there is no evolution part in this loop, build it. */
703 if (CHREC_VARIABLE (chrec_before
) < loop_nb
)
707 right
= fold_convert (type
, integer_zero_node
);
711 var
= CHREC_VARIABLE (chrec_before
);
712 left
= CHREC_LEFT (chrec_before
);
713 right
= CHREC_RIGHT (chrec_before
);
716 return build_polynomial_chrec
717 (var
, left
, chrec_fold_plus (type
, right
, to_add
));
720 /* Search the evolution in LOOP_NB. */
721 return build_polynomial_chrec
722 (CHREC_VARIABLE (chrec_before
),
723 add_to_evolution_1 (loop_nb
, CHREC_LEFT (chrec_before
), to_add
),
724 CHREC_RIGHT (chrec_before
));
727 /* These nodes do not depend on a loop. */
728 if (chrec_before
== chrec_dont_know
)
729 return chrec_dont_know
;
730 return build_polynomial_chrec (loop_nb
, chrec_before
, to_add
);
734 /* Add TO_ADD to the evolution part of CHREC_BEFORE in the dimension
737 Description (provided for completeness, for those who read code in
738 a plane, and for my poor 62 bytes brain that would have forgotten
739 all this in the next two or three months):
741 The algorithm of translation of programs from the SSA representation
742 into the chrecs syntax is based on a pattern matching. After having
743 reconstructed the overall tree expression for a loop, there are only
744 two cases that can arise:
746 1. a = loop-phi (init, a + expr)
747 2. a = loop-phi (init, expr)
749 where EXPR is either a scalar constant with respect to the analyzed
750 loop (this is a degree 0 polynomial), or an expression containing
751 other loop-phi definitions (these are higher degree polynomials).
758 | a = phi (init, a + 5)
765 | a = phi (inita, 2 * b + 3)
766 | b = phi (initb, b + 1)
769 For the first case, the semantics of the SSA representation is:
771 | a (x) = init + \sum_{j = 0}^{x - 1} expr (j)
773 that is, there is a loop index "x" that determines the scalar value
774 of the variable during the loop execution. During the first
775 iteration, the value is that of the initial condition INIT, while
776 during the subsequent iterations, it is the sum of the initial
777 condition with the sum of all the values of EXPR from the initial
778 iteration to the before last considered iteration.
780 For the second case, the semantics of the SSA program is:
782 | a (x) = init, if x = 0;
783 | expr (x - 1), otherwise.
785 The second case corresponds to the PEELED_CHREC, whose syntax is
786 close to the syntax of a loop-phi-node:
788 | phi (init, expr) vs. (init, expr)_x
790 The proof of the translation algorithm for the first case is a
791 proof by structural induction based on the degree of EXPR.
794 When EXPR is a constant with respect to the analyzed loop, or in
795 other words when EXPR is a polynomial of degree 0, the evolution of
796 the variable A in the loop is an affine function with an initial
797 condition INIT, and a step EXPR. In order to show this, we start
798 from the semantics of the SSA representation:
800 f (x) = init + \sum_{j = 0}^{x - 1} expr (j)
802 and since "expr (j)" is a constant with respect to "j",
804 f (x) = init + x * expr
806 Finally, based on the semantics of the pure sum chrecs, by
807 identification we get the corresponding chrecs syntax:
809 f (x) = init * \binom{x}{0} + expr * \binom{x}{1}
810 f (x) -> {init, +, expr}_x
813 Suppose that EXPR is a polynomial of degree N with respect to the
814 analyzed loop_x for which we have already determined that it is
815 written under the chrecs syntax:
817 | expr (x) -> {b_0, +, b_1, +, ..., +, b_{n-1}} (x)
819 We start from the semantics of the SSA program:
821 | f (x) = init + \sum_{j = 0}^{x - 1} expr (j)
823 | f (x) = init + \sum_{j = 0}^{x - 1}
824 | (b_0 * \binom{j}{0} + ... + b_{n-1} * \binom{j}{n-1})
826 | f (x) = init + \sum_{j = 0}^{x - 1}
827 | \sum_{k = 0}^{n - 1} (b_k * \binom{j}{k})
829 | f (x) = init + \sum_{k = 0}^{n - 1}
830 | (b_k * \sum_{j = 0}^{x - 1} \binom{j}{k})
832 | f (x) = init + \sum_{k = 0}^{n - 1}
833 | (b_k * \binom{x}{k + 1})
835 | f (x) = init + b_0 * \binom{x}{1} + ...
836 | + b_{n-1} * \binom{x}{n}
838 | f (x) = init * \binom{x}{0} + b_0 * \binom{x}{1} + ...
839 | + b_{n-1} * \binom{x}{n}
842 And finally from the definition of the chrecs syntax, we identify:
843 | f (x) -> {init, +, b_0, +, ..., +, b_{n-1}}_x
845 This shows the mechanism that stands behind the add_to_evolution
846 function. An important point is that the use of symbolic
847 parameters avoids the need of an analysis schedule.
854 | a = phi (inita, a + 2 + b)
855 | b = phi (initb, b + 1)
858 When analyzing "a", the algorithm keeps "b" symbolically:
860 | a -> {inita, +, 2 + b}_1
862 Then, after instantiation, the analyzer ends on the evolution:
864 | a -> {inita, +, 2 + initb, +, 1}_1
869 add_to_evolution (unsigned loop_nb
,
874 tree type
= chrec_type (to_add
);
875 tree res
= NULL_TREE
;
877 if (to_add
== NULL_TREE
)
880 /* TO_ADD is either a scalar, or a parameter. TO_ADD is not
881 instantiated at this point. */
882 if (TREE_CODE (to_add
) == POLYNOMIAL_CHREC
)
883 /* This should not happen. */
884 return chrec_dont_know
;
886 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
888 fprintf (dump_file
, "(add_to_evolution \n");
889 fprintf (dump_file
, " (loop_nb = %d)\n", loop_nb
);
890 fprintf (dump_file
, " (chrec_before = ");
891 print_generic_expr (dump_file
, chrec_before
, 0);
892 fprintf (dump_file
, ")\n (to_add = ");
893 print_generic_expr (dump_file
, to_add
, 0);
894 fprintf (dump_file
, ")\n");
897 if (code
== MINUS_EXPR
)
898 to_add
= chrec_fold_multiply (type
, to_add
,
899 fold_convert (type
, integer_minus_one_node
));
901 res
= add_to_evolution_1 (loop_nb
, chrec_before
, to_add
);
903 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
905 fprintf (dump_file
, " (res = ");
906 print_generic_expr (dump_file
, res
, 0);
907 fprintf (dump_file
, "))\n");
913 /* Helper function. */
916 set_nb_iterations_in_loop (struct loop
*loop
,
919 res
= chrec_fold_plus (chrec_type (res
), res
, integer_one_node
);
920 /* FIXME HWI: However we want to store one iteration less than the
921 count of the loop in order to be compatible with the other
922 nb_iter computations in loop-iv. This also allows the
923 representation of nb_iters that are equal to MAX_INT. */
924 if ((TREE_CODE (res
) == INTEGER_CST
&& TREE_INT_CST_LOW (res
) == 0)
925 || TREE_OVERFLOW (res
))
926 res
= chrec_dont_know
;
928 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
930 fprintf (dump_file
, " (set_nb_iterations_in_loop = ");
931 print_generic_expr (dump_file
, res
, 0);
932 fprintf (dump_file
, "))\n");
935 loop
->nb_iterations
= res
;
941 /* This section selects the loops that will be good candidates for the
942 scalar evolution analysis. For the moment, greedily select all the
943 loop nests we could analyze. */
945 /* Return true when it is possible to analyze the condition expression
949 analyzable_condition (tree expr
)
953 if (TREE_CODE (expr
) != COND_EXPR
)
956 condition
= TREE_OPERAND (expr
, 0);
958 switch (TREE_CODE (condition
))
961 /* Volatile expressions are not analyzable. */
962 if (TREE_THIS_VOLATILE (SSA_NAME_VAR (condition
)))
975 opnd0
= TREE_OPERAND (condition
, 0);
976 opnd1
= TREE_OPERAND (condition
, 1);
978 if (TREE_CODE (opnd0
) == SSA_NAME
979 && TREE_THIS_VOLATILE (SSA_NAME_VAR (opnd0
)))
982 if (TREE_CODE (opnd1
) == SSA_NAME
983 && TREE_THIS_VOLATILE (SSA_NAME_VAR (opnd1
)))
996 /* For a loop with a single exit edge, return the COND_EXPR that
997 guards the exit edge. If the expression is too difficult to
998 analyze, then give up. */
1001 get_loop_exit_condition (struct loop
*loop
)
1003 tree res
= NULL_TREE
;
1005 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1006 fprintf (dump_file
, "(get_loop_exit_condition \n ");
1008 if (loop
->exit_edges
)
1013 exit_edge
= loop
->exit_edges
[0];
1014 expr
= last_stmt (exit_edge
->src
);
1016 if (analyzable_condition (expr
))
1020 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1022 print_generic_expr (dump_file
, res
, 0);
1023 fprintf (dump_file
, ")\n");
1029 /* Recursively determine and enqueue the exit conditions for a loop. */
1032 get_exit_conditions_rec (struct loop
*loop
,
1033 varray_type
*exit_conditions
)
1038 /* Recurse on the inner loops, then on the next (sibling) loops. */
1039 get_exit_conditions_rec (loop
->inner
, exit_conditions
);
1040 get_exit_conditions_rec (loop
->next
, exit_conditions
);
1042 flow_loop_scan (loop
, LOOP_EXIT_EDGES
);
1043 if (loop
->num_exits
== 1)
1045 tree loop_condition
= get_loop_exit_condition (loop
);
1048 VARRAY_PUSH_TREE (*exit_conditions
, loop_condition
);
1052 /* Select the candidate loop nests for the analysis. This function
1053 initializes the EXIT_CONDITIONS array. */
1056 select_loops_exit_conditions (struct loops
*loops
,
1057 varray_type
*exit_conditions
)
1059 struct loop
*function_body
= loops
->parray
[0];
1061 get_exit_conditions_rec (function_body
->inner
, exit_conditions
);
1065 /* Depth first search algorithm. */
1067 static bool follow_ssa_edge (struct loop
*loop
, tree
, tree
, tree
*);
1069 /* Follow the ssa edge into the right hand side RHS of an assignment.
1070 Return true if the strongly connected component has been found. */
1073 follow_ssa_edge_in_rhs (struct loop
*loop
,
1076 tree
*evolution_of_loop
)
1080 tree type_rhs
= TREE_TYPE (rhs
);
1082 /* The RHS is one of the following cases:
1087 - other cases are not yet handled.
1089 switch (TREE_CODE (rhs
))
1092 /* This assignment is under the form "a_1 = (cast) rhs. */
1093 res
= follow_ssa_edge_in_rhs (loop
, TREE_OPERAND (rhs
, 0), halting_phi
,
1095 *evolution_of_loop
= chrec_convert (TREE_TYPE (rhs
), *evolution_of_loop
);
1099 /* This assignment is under the form "a_1 = 7". */
1104 /* This assignment is under the form: "a_1 = b_2". */
1105 res
= follow_ssa_edge
1106 (loop
, SSA_NAME_DEF_STMT (rhs
), halting_phi
, evolution_of_loop
);
1110 /* This case is under the form "rhs0 + rhs1". */
1111 rhs0
= TREE_OPERAND (rhs
, 0);
1112 rhs1
= TREE_OPERAND (rhs
, 1);
1113 STRIP_TYPE_NOPS (rhs0
);
1114 STRIP_TYPE_NOPS (rhs1
);
1116 if (TREE_CODE (rhs0
) == SSA_NAME
)
1118 if (TREE_CODE (rhs1
) == SSA_NAME
)
1120 /* Match an assignment under the form:
1122 res
= follow_ssa_edge
1123 (loop
, SSA_NAME_DEF_STMT (rhs0
), halting_phi
,
1127 *evolution_of_loop
= add_to_evolution
1129 chrec_convert (type_rhs
, *evolution_of_loop
),
1134 res
= follow_ssa_edge
1135 (loop
, SSA_NAME_DEF_STMT (rhs1
), halting_phi
,
1139 *evolution_of_loop
= add_to_evolution
1141 chrec_convert (type_rhs
, *evolution_of_loop
),
1148 /* Match an assignment under the form:
1150 res
= follow_ssa_edge
1151 (loop
, SSA_NAME_DEF_STMT (rhs0
), halting_phi
,
1154 *evolution_of_loop
= add_to_evolution
1155 (loop
->num
, chrec_convert (type_rhs
, *evolution_of_loop
),
1160 else if (TREE_CODE (rhs1
) == SSA_NAME
)
1162 /* Match an assignment under the form:
1164 res
= follow_ssa_edge
1165 (loop
, SSA_NAME_DEF_STMT (rhs1
), halting_phi
,
1168 *evolution_of_loop
= add_to_evolution
1169 (loop
->num
, chrec_convert (type_rhs
, *evolution_of_loop
),
1174 /* Otherwise, match an assignment under the form:
1176 /* And there is nothing to do. */
1182 /* This case is under the form "opnd0 = rhs0 - rhs1". */
1183 rhs0
= TREE_OPERAND (rhs
, 0);
1184 rhs1
= TREE_OPERAND (rhs
, 1);
1185 STRIP_TYPE_NOPS (rhs0
);
1186 STRIP_TYPE_NOPS (rhs1
);
1188 if (TREE_CODE (rhs0
) == SSA_NAME
)
1190 if (TREE_CODE (rhs1
) == SSA_NAME
)
1192 /* Match an assignment under the form:
1194 res
= follow_ssa_edge
1195 (loop
, SSA_NAME_DEF_STMT (rhs0
), halting_phi
,
1199 *evolution_of_loop
= add_to_evolution
1200 (loop
->num
, chrec_convert (type_rhs
, *evolution_of_loop
),
1205 res
= follow_ssa_edge
1206 (loop
, SSA_NAME_DEF_STMT (rhs1
), halting_phi
,
1210 *evolution_of_loop
= add_to_evolution
1212 chrec_fold_multiply (type_rhs
,
1214 fold_convert (type_rhs
,
1215 integer_minus_one_node
)),
1222 /* Match an assignment under the form:
1224 res
= follow_ssa_edge
1225 (loop
, SSA_NAME_DEF_STMT (rhs0
), halting_phi
,
1228 *evolution_of_loop
= add_to_evolution
1229 (loop
->num
, chrec_convert (type_rhs
, *evolution_of_loop
),
1234 else if (TREE_CODE (rhs1
) == SSA_NAME
)
1236 /* Match an assignment under the form:
1238 res
= follow_ssa_edge
1239 (loop
, SSA_NAME_DEF_STMT (rhs1
), halting_phi
,
1242 *evolution_of_loop
= add_to_evolution
1244 chrec_fold_multiply (type_rhs
,
1246 fold_convert (type_rhs
, integer_minus_one_node
)),
1251 /* Otherwise, match an assignment under the form:
1253 /* And there is nothing to do. */
1259 /* This case is under the form "opnd0 = rhs0 * rhs1". */
1260 rhs0
= TREE_OPERAND (rhs
, 0);
1261 rhs1
= TREE_OPERAND (rhs
, 1);
1262 STRIP_TYPE_NOPS (rhs0
);
1263 STRIP_TYPE_NOPS (rhs1
);
1265 if (TREE_CODE (rhs0
) == SSA_NAME
)
1267 if (TREE_CODE (rhs1
) == SSA_NAME
)
1269 /* Match an assignment under the form:
1271 res
= follow_ssa_edge
1272 (loop
, SSA_NAME_DEF_STMT (rhs0
), halting_phi
,
1276 *evolution_of_loop
= chrec_dont_know
;
1280 res
= follow_ssa_edge
1281 (loop
, SSA_NAME_DEF_STMT (rhs1
), halting_phi
,
1285 *evolution_of_loop
= chrec_dont_know
;
1291 /* Match an assignment under the form:
1293 res
= follow_ssa_edge
1294 (loop
, SSA_NAME_DEF_STMT (rhs0
), halting_phi
,
1297 *evolution_of_loop
= chrec_dont_know
;
1301 else if (TREE_CODE (rhs1
) == SSA_NAME
)
1303 /* Match an assignment under the form:
1305 res
= follow_ssa_edge
1306 (loop
, SSA_NAME_DEF_STMT (rhs1
), halting_phi
,
1309 *evolution_of_loop
= chrec_dont_know
;
1313 /* Otherwise, match an assignment under the form:
1315 /* And there is nothing to do. */
1328 /* Checks whether the I-th argument of a PHI comes from a backedge. */
1331 backedge_phi_arg_p (tree phi
, int i
)
1333 edge e
= PHI_ARG_EDGE (phi
, i
);
1335 /* We would in fact like to test EDGE_DFS_BACK here, but we do not care
1336 about updating it anywhere, and this should work as well most of the
1338 if (e
->flags
& EDGE_IRREDUCIBLE_LOOP
)
1344 /* Helper function for one branch of the condition-phi-node. Return
1345 true if the strongly connected component has been found following
1349 follow_ssa_edge_in_condition_phi_branch (int i
,
1353 tree
*evolution_of_branch
,
1356 tree branch
= PHI_ARG_DEF (condition_phi
, i
);
1357 *evolution_of_branch
= chrec_dont_know
;
1359 /* Do not follow back edges (they must belong to an irreducible loop, which
1360 we really do not want to worry about). */
1361 if (backedge_phi_arg_p (condition_phi
, i
))
1364 if (TREE_CODE (branch
) == SSA_NAME
)
1366 *evolution_of_branch
= init_cond
;
1367 return follow_ssa_edge (loop
, SSA_NAME_DEF_STMT (branch
), halting_phi
,
1368 evolution_of_branch
);
1371 /* This case occurs when one of the condition branches sets
1372 the variable to a constant: ie. a phi-node like
1373 "a_2 = PHI <a_7(5), 2(6)>;".
1375 FIXME: This case have to be refined correctly:
1376 in some cases it is possible to say something better than
1377 chrec_dont_know, for example using a wrap-around notation. */
1381 /* This function merges the branches of a condition-phi-node in a
1385 follow_ssa_edge_in_condition_phi (struct loop
*loop
,
1388 tree
*evolution_of_loop
)
1391 tree init
= *evolution_of_loop
;
1392 tree evolution_of_branch
;
1394 if (!follow_ssa_edge_in_condition_phi_branch (0, loop
, condition_phi
,
1396 &evolution_of_branch
,
1399 *evolution_of_loop
= evolution_of_branch
;
1401 for (i
= 1; i
< PHI_NUM_ARGS (condition_phi
); i
++)
1403 if (!follow_ssa_edge_in_condition_phi_branch (i
, loop
, condition_phi
,
1405 &evolution_of_branch
,
1409 *evolution_of_loop
= chrec_merge (*evolution_of_loop
,
1410 evolution_of_branch
);
1416 /* Follow an SSA edge in an inner loop. It computes the overall
1417 effect of the loop, and following the symbolic initial conditions,
1418 it follows the edges in the parent loop. The inner loop is
1419 considered as a single statement. */
1422 follow_ssa_edge_inner_loop_phi (struct loop
*outer_loop
,
1425 tree
*evolution_of_loop
)
1427 struct loop
*loop
= loop_containing_stmt (loop_phi_node
);
1428 tree ev
= analyze_scalar_evolution (loop
, PHI_RESULT (loop_phi_node
));
1430 /* Sometimes, the inner loop is too difficult to analyze, and the
1431 result of the analysis is a symbolic parameter. */
1432 if (ev
== PHI_RESULT (loop_phi_node
))
1437 for (i
= 0; i
< PHI_NUM_ARGS (loop_phi_node
); i
++)
1439 tree arg
= PHI_ARG_DEF (loop_phi_node
, i
);
1442 /* Follow the edges that exit the inner loop. */
1443 bb
= PHI_ARG_EDGE (loop_phi_node
, i
)->src
;
1444 if (!flow_bb_inside_loop_p (loop
, bb
))
1445 res
= res
|| follow_ssa_edge_in_rhs (outer_loop
, arg
, halting_phi
,
1449 /* If the path crosses this loop-phi, give up. */
1451 *evolution_of_loop
= chrec_dont_know
;
1456 /* Otherwise, compute the overall effect of the inner loop. */
1457 ev
= compute_overall_effect_of_inner_loop (loop
, ev
);
1458 return follow_ssa_edge_in_rhs (outer_loop
, ev
, halting_phi
,
1462 /* Follow an SSA edge from a loop-phi-node to itself, constructing a
1463 path that is analyzed on the return walk. */
1466 follow_ssa_edge (struct loop
*loop
,
1469 tree
*evolution_of_loop
)
1471 struct loop
*def_loop
;
1473 if (TREE_CODE (def
) == NOP_EXPR
)
1476 def_loop
= loop_containing_stmt (def
);
1478 switch (TREE_CODE (def
))
1481 if (!loop_phi_node_p (def
))
1482 /* DEF is a condition-phi-node. Follow the branches, and
1483 record their evolutions. Finally, merge the collected
1484 information and set the approximation to the main
1486 return follow_ssa_edge_in_condition_phi
1487 (loop
, def
, halting_phi
, evolution_of_loop
);
1489 /* When the analyzed phi is the halting_phi, the
1490 depth-first search is over: we have found a path from
1491 the halting_phi to itself in the loop. */
1492 if (def
== halting_phi
)
1495 /* Otherwise, the evolution of the HALTING_PHI depends
1496 on the evolution of another loop-phi-node, ie. the
1497 evolution function is a higher degree polynomial. */
1498 if (def_loop
== loop
)
1502 if (flow_loop_nested_p (loop
, def_loop
))
1503 return follow_ssa_edge_inner_loop_phi
1504 (loop
, def
, halting_phi
, evolution_of_loop
);
1510 return follow_ssa_edge_in_rhs (loop
,
1511 TREE_OPERAND (def
, 1),
1516 /* At this level of abstraction, the program is just a set
1517 of MODIFY_EXPRs and PHI_NODEs. In principle there is no
1518 other node to be handled. */
1525 /* Given a LOOP_PHI_NODE, this function determines the evolution
1526 function from LOOP_PHI_NODE to LOOP_PHI_NODE in the loop. */
1529 analyze_evolution_in_loop (tree loop_phi_node
,
1533 tree evolution_function
= chrec_not_analyzed_yet
;
1534 struct loop
*loop
= loop_containing_stmt (loop_phi_node
);
1537 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1539 fprintf (dump_file
, "(analyze_evolution_in_loop \n");
1540 fprintf (dump_file
, " (loop_phi_node = ");
1541 print_generic_expr (dump_file
, loop_phi_node
, 0);
1542 fprintf (dump_file
, ")\n");
1545 for (i
= 0; i
< PHI_NUM_ARGS (loop_phi_node
); i
++)
1547 tree arg
= PHI_ARG_DEF (loop_phi_node
, i
);
1548 tree ssa_chain
, ev_fn
;
1551 /* Select the edges that enter the loop body. */
1552 bb
= PHI_ARG_EDGE (loop_phi_node
, i
)->src
;
1553 if (!flow_bb_inside_loop_p (loop
, bb
))
1556 if (TREE_CODE (arg
) == SSA_NAME
)
1558 ssa_chain
= SSA_NAME_DEF_STMT (arg
);
1560 /* Pass in the initial condition to the follow edge function. */
1562 res
= follow_ssa_edge (loop
, ssa_chain
, loop_phi_node
, &ev_fn
);
1567 /* When it is impossible to go back on the same
1568 loop_phi_node by following the ssa edges, the
1569 evolution is represented by a peeled chrec, ie. the
1570 first iteration, EV_FN has the value INIT_COND, then
1571 all the other iterations it has the value of ARG.
1572 For the moment, PEELED_CHREC nodes are not built. */
1574 ev_fn
= chrec_dont_know
;
1576 /* When there are multiple back edges of the loop (which in fact never
1577 happens currently, but nevertheless), merge their evolutions. */
1578 evolution_function
= chrec_merge (evolution_function
, ev_fn
);
1581 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1583 fprintf (dump_file
, " (evolution_function = ");
1584 print_generic_expr (dump_file
, evolution_function
, 0);
1585 fprintf (dump_file
, "))\n");
1588 return evolution_function
;
1591 /* Given a loop-phi-node, return the initial conditions of the
1592 variable on entry of the loop. When the CCP has propagated
1593 constants into the loop-phi-node, the initial condition is
1594 instantiated, otherwise the initial condition is kept symbolic.
1595 This analyzer does not analyze the evolution outside the current
1596 loop, and leaves this task to the on-demand tree reconstructor. */
1599 analyze_initial_condition (tree loop_phi_node
)
1602 tree init_cond
= chrec_not_analyzed_yet
;
1603 struct loop
*loop
= bb_for_stmt (loop_phi_node
)->loop_father
;
1605 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1607 fprintf (dump_file
, "(analyze_initial_condition \n");
1608 fprintf (dump_file
, " (loop_phi_node = \n");
1609 print_generic_expr (dump_file
, loop_phi_node
, 0);
1610 fprintf (dump_file
, ")\n");
1613 for (i
= 0; i
< PHI_NUM_ARGS (loop_phi_node
); i
++)
1615 tree branch
= PHI_ARG_DEF (loop_phi_node
, i
);
1616 basic_block bb
= PHI_ARG_EDGE (loop_phi_node
, i
)->src
;
1618 /* When the branch is oriented to the loop's body, it does
1619 not contribute to the initial condition. */
1620 if (flow_bb_inside_loop_p (loop
, bb
))
1623 if (init_cond
== chrec_not_analyzed_yet
)
1629 if (TREE_CODE (branch
) == SSA_NAME
)
1631 init_cond
= chrec_dont_know
;
1635 init_cond
= chrec_merge (init_cond
, branch
);
1638 /* Ooops -- a loop without an entry??? */
1639 if (init_cond
== chrec_not_analyzed_yet
)
1640 init_cond
= chrec_dont_know
;
1642 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1644 fprintf (dump_file
, " (init_cond = ");
1645 print_generic_expr (dump_file
, init_cond
, 0);
1646 fprintf (dump_file
, "))\n");
1652 /* Analyze the scalar evolution for LOOP_PHI_NODE. */
1655 interpret_loop_phi (struct loop
*loop
, tree loop_phi_node
)
1658 struct loop
*phi_loop
= loop_containing_stmt (loop_phi_node
);
1661 if (phi_loop
!= loop
)
1663 struct loop
*subloop
;
1664 tree evolution_fn
= analyze_scalar_evolution
1665 (phi_loop
, PHI_RESULT (loop_phi_node
));
1667 /* Dive one level deeper. */
1668 subloop
= superloop_at_depth (phi_loop
, loop
->depth
+ 1);
1670 /* Interpret the subloop. */
1671 res
= compute_overall_effect_of_inner_loop (subloop
, evolution_fn
);
1675 /* Otherwise really interpret the loop phi. */
1676 init_cond
= analyze_initial_condition (loop_phi_node
);
1677 res
= analyze_evolution_in_loop (loop_phi_node
, init_cond
);
1682 /* This function merges the branches of a condition-phi-node,
1683 contained in the outermost loop, and whose arguments are already
1687 interpret_condition_phi (struct loop
*loop
, tree condition_phi
)
1690 tree res
= chrec_not_analyzed_yet
;
1692 for (i
= 0; i
< PHI_NUM_ARGS (condition_phi
); i
++)
1696 if (backedge_phi_arg_p (condition_phi
, i
))
1698 res
= chrec_dont_know
;
1702 branch_chrec
= analyze_scalar_evolution
1703 (loop
, PHI_ARG_DEF (condition_phi
, i
));
1705 res
= chrec_merge (res
, branch_chrec
);
1711 /* Interpret the right hand side of a modify_expr OPND1. If we didn't
1712 analyzed this node before, follow the definitions until ending
1713 either on an analyzed modify_expr, or on a loop-phi-node. On the
1714 return path, this function propagates evolutions (ala constant copy
1715 propagation). OPND1 is not a GIMPLE expression because we could
1716 analyze the effect of an inner loop: see interpret_loop_phi. */
1719 interpret_rhs_modify_expr (struct loop
*loop
,
1720 tree opnd1
, tree type
)
1722 tree res
, opnd10
, opnd11
, chrec10
, chrec11
;
1724 if (is_gimple_min_invariant (opnd1
))
1725 return chrec_convert (type
, opnd1
);
1727 switch (TREE_CODE (opnd1
))
1730 opnd10
= TREE_OPERAND (opnd1
, 0);
1731 opnd11
= TREE_OPERAND (opnd1
, 1);
1732 chrec10
= analyze_scalar_evolution (loop
, opnd10
);
1733 chrec11
= analyze_scalar_evolution (loop
, opnd11
);
1734 chrec10
= chrec_convert (type
, chrec10
);
1735 chrec11
= chrec_convert (type
, chrec11
);
1736 res
= chrec_fold_plus (type
, chrec10
, chrec11
);
1740 opnd10
= TREE_OPERAND (opnd1
, 0);
1741 opnd11
= TREE_OPERAND (opnd1
, 1);
1742 chrec10
= analyze_scalar_evolution (loop
, opnd10
);
1743 chrec11
= analyze_scalar_evolution (loop
, opnd11
);
1744 chrec10
= chrec_convert (type
, chrec10
);
1745 chrec11
= chrec_convert (type
, chrec11
);
1746 res
= chrec_fold_minus (type
, chrec10
, chrec11
);
1750 opnd10
= TREE_OPERAND (opnd1
, 0);
1751 chrec10
= analyze_scalar_evolution (loop
, opnd10
);
1752 chrec10
= chrec_convert (type
, chrec10
);
1753 res
= chrec_fold_minus (type
, fold_convert (type
, integer_zero_node
),
1758 opnd10
= TREE_OPERAND (opnd1
, 0);
1759 opnd11
= TREE_OPERAND (opnd1
, 1);
1760 chrec10
= analyze_scalar_evolution (loop
, opnd10
);
1761 chrec11
= analyze_scalar_evolution (loop
, opnd11
);
1762 chrec10
= chrec_convert (type
, chrec10
);
1763 chrec11
= chrec_convert (type
, chrec11
);
1764 res
= chrec_fold_multiply (type
, chrec10
, chrec11
);
1768 res
= chrec_convert (type
, analyze_scalar_evolution (loop
, opnd1
));
1773 opnd10
= TREE_OPERAND (opnd1
, 0);
1774 chrec10
= analyze_scalar_evolution (loop
, opnd10
);
1775 res
= chrec_convert (type
, chrec10
);
1779 res
= chrec_dont_know
;
1788 /* This section contains all the entry points:
1789 - number_of_iterations_in_loop,
1790 - analyze_scalar_evolution,
1791 - instantiate_parameters.
1794 /* Compute and return the evolution function in WRTO_LOOP, the nearest
1795 common ancestor of DEF_LOOP and USE_LOOP. */
1798 compute_scalar_evolution_in_loop (struct loop
*wrto_loop
,
1799 struct loop
*def_loop
,
1803 if (def_loop
== wrto_loop
)
1806 def_loop
= superloop_at_depth (def_loop
, wrto_loop
->depth
+ 1);
1807 res
= compute_overall_effect_of_inner_loop (def_loop
, ev
);
1809 return analyze_scalar_evolution_1 (wrto_loop
, res
, chrec_not_analyzed_yet
);
1812 /* Helper recursive function. */
1815 analyze_scalar_evolution_1 (struct loop
*loop
, tree var
, tree res
)
1817 tree def
, type
= TREE_TYPE (var
);
1819 struct loop
*def_loop
;
1822 return chrec_dont_know
;
1824 if (TREE_CODE (var
) != SSA_NAME
)
1825 return interpret_rhs_modify_expr (loop
, var
, type
);
1827 def
= SSA_NAME_DEF_STMT (var
);
1828 bb
= bb_for_stmt (def
);
1829 def_loop
= bb
? bb
->loop_father
: NULL
;
1832 || !flow_bb_inside_loop_p (loop
, bb
))
1834 /* Keep the symbolic form. */
1839 if (res
!= chrec_not_analyzed_yet
)
1841 if (loop
!= bb
->loop_father
)
1842 res
= compute_scalar_evolution_in_loop
1843 (find_common_loop (loop
, bb
->loop_father
), bb
->loop_father
, res
);
1848 if (loop
!= def_loop
)
1850 res
= analyze_scalar_evolution_1 (def_loop
, var
, chrec_not_analyzed_yet
);
1851 res
= compute_scalar_evolution_in_loop (loop
, def_loop
, res
);
1856 switch (TREE_CODE (def
))
1859 res
= interpret_rhs_modify_expr (loop
, TREE_OPERAND (def
, 1), type
);
1863 if (loop_phi_node_p (def
))
1864 res
= interpret_loop_phi (loop
, def
);
1866 res
= interpret_condition_phi (loop
, def
);
1870 res
= chrec_dont_know
;
1876 /* Keep the symbolic form. */
1877 if (res
== chrec_dont_know
)
1880 if (loop
== def_loop
)
1881 set_scalar_evolution (var
, res
);
1886 /* Entry point for the scalar evolution analyzer.
1887 Analyzes and returns the scalar evolution of the ssa_name VAR.
1888 LOOP_NB is the identifier number of the loop in which the variable
1891 Example of use: having a pointer VAR to a SSA_NAME node, STMT a
1892 pointer to the statement that uses this variable, in order to
1893 determine the evolution function of the variable, use the following
1896 unsigned loop_nb = loop_containing_stmt (stmt)->num;
1897 tree chrec_with_symbols = analyze_scalar_evolution (loop_nb, var);
1898 tree chrec_instantiated = instantiate_parameters
1899 (loop_nb, chrec_with_symbols);
1903 analyze_scalar_evolution (struct loop
*loop
, tree var
)
1907 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1909 fprintf (dump_file
, "(analyze_scalar_evolution \n");
1910 fprintf (dump_file
, " (loop_nb = %d)\n", loop
->num
);
1911 fprintf (dump_file
, " (scalar = ");
1912 print_generic_expr (dump_file
, var
, 0);
1913 fprintf (dump_file
, ")\n");
1916 res
= analyze_scalar_evolution_1 (loop
, var
, get_scalar_evolution (var
));
1918 if (TREE_CODE (var
) == SSA_NAME
&& res
== chrec_dont_know
)
1921 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
1922 fprintf (dump_file
, ")\n");
1927 /* Analyze scalar evolution of use of VERSION in USE_LOOP with respect to
1928 WRTO_LOOP (which should be a superloop of both USE_LOOP and definition
1932 analyze_scalar_evolution_in_loop (struct loop
*wrto_loop
, struct loop
*use_loop
,
1940 ev
= analyze_scalar_evolution (use_loop
, ev
);
1941 ev
= resolve_mixers (use_loop
, ev
);
1943 if (use_loop
== wrto_loop
)
1946 /* If the value of the use changes in the inner loop, we cannot express
1947 its value in the outer loop (we might try to return interval chrec,
1948 but we do not have a user for it anyway) */
1949 if (!no_evolution_in_loop_p (ev
, use_loop
->num
, &val
)
1951 return chrec_dont_know
;
1953 use_loop
= use_loop
->outer
;
1957 /* Analyze all the parameters of the chrec that were left under a symbolic form,
1958 with respect to LOOP. CHREC is the chrec to instantiate. If
1959 ALLOW_SUPERLOOP_CHRECS is true, replacing loop invariants with
1960 outer loop chrecs is done. */
1963 instantiate_parameters_1 (struct loop
*loop
, tree chrec
,
1964 bool allow_superloop_chrecs
)
1966 tree res
, op0
, op1
, op2
;
1968 struct loop
*def_loop
;
1970 if (chrec
== NULL_TREE
1971 || automatically_generated_chrec_p (chrec
))
1974 if (is_gimple_min_invariant (chrec
))
1977 switch (TREE_CODE (chrec
))
1980 def_bb
= bb_for_stmt (SSA_NAME_DEF_STMT (chrec
));
1982 /* A parameter (or loop invariant and we do not want to include
1983 evolutions in outer loops), nothing to do. */
1985 || (!allow_superloop_chrecs
1986 && !flow_bb_inside_loop_p (loop
, def_bb
)))
1989 /* Don't instantiate the SSA_NAME if it is in a mixer
1990 structure. This is used for avoiding the instantiation of
1991 recursively defined functions, such as:
1993 | a_2 -> {0, +, 1, +, a_2}_1 */
1995 if (bitmap_bit_p (already_instantiated
, SSA_NAME_VERSION (chrec
)))
1997 if (!flow_bb_inside_loop_p (loop
, def_bb
))
1999 /* We may keep the loop invariant in symbolic form. */
2004 /* Something with unknown behavior in LOOP. */
2005 return chrec_dont_know
;
2009 def_loop
= find_common_loop (loop
, def_bb
->loop_father
);
2011 /* If the analysis yields a parametric chrec, instantiate the
2012 result again. Avoid the cyclic instantiation in mixers. */
2013 bitmap_set_bit (already_instantiated
, SSA_NAME_VERSION (chrec
));
2014 res
= analyze_scalar_evolution (def_loop
, chrec
);
2015 res
= instantiate_parameters_1 (loop
, res
, allow_superloop_chrecs
);
2016 bitmap_clear_bit (already_instantiated
, SSA_NAME_VERSION (chrec
));
2019 case POLYNOMIAL_CHREC
:
2020 op0
= instantiate_parameters_1 (loop
, CHREC_LEFT (chrec
),
2021 allow_superloop_chrecs
);
2022 op1
= instantiate_parameters_1 (loop
, CHREC_RIGHT (chrec
),
2023 allow_superloop_chrecs
);
2024 return build_polynomial_chrec (CHREC_VARIABLE (chrec
), op0
, op1
);
2027 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2028 allow_superloop_chrecs
);
2029 op1
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 1),
2030 allow_superloop_chrecs
);
2031 return chrec_fold_plus (TREE_TYPE (chrec
), op0
, op1
);
2034 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2035 allow_superloop_chrecs
);
2036 op1
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 1),
2037 allow_superloop_chrecs
);
2038 return chrec_fold_minus (TREE_TYPE (chrec
), op0
, op1
);
2041 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2042 allow_superloop_chrecs
);
2043 op1
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 1),
2044 allow_superloop_chrecs
);
2045 return chrec_fold_multiply (TREE_TYPE (chrec
), op0
, op1
);
2049 case NON_LVALUE_EXPR
:
2050 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2051 allow_superloop_chrecs
);
2052 if (op0
== chrec_dont_know
)
2053 return chrec_dont_know
;
2055 return chrec_convert (TREE_TYPE (chrec
), op0
);
2057 case SCEV_NOT_KNOWN
:
2058 return chrec_dont_know
;
2067 switch (TREE_CODE_LENGTH (TREE_CODE (chrec
)))
2070 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2071 allow_superloop_chrecs
);
2072 op1
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 1),
2073 allow_superloop_chrecs
);
2074 op2
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 2),
2075 allow_superloop_chrecs
);
2076 if (op0
== chrec_dont_know
2077 || op1
== chrec_dont_know
2078 || op2
== chrec_dont_know
)
2079 return chrec_dont_know
;
2080 return fold (build (TREE_CODE (chrec
),
2081 TREE_TYPE (chrec
), op0
, op1
, op2
));
2084 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2085 allow_superloop_chrecs
);
2086 op1
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 1),
2087 allow_superloop_chrecs
);
2088 if (op0
== chrec_dont_know
2089 || op1
== chrec_dont_know
)
2090 return chrec_dont_know
;
2091 return fold (build (TREE_CODE (chrec
), TREE_TYPE (chrec
), op0
, op1
));
2094 op0
= instantiate_parameters_1 (loop
, TREE_OPERAND (chrec
, 0),
2095 allow_superloop_chrecs
);
2096 if (op0
== chrec_dont_know
)
2097 return chrec_dont_know
;
2098 return fold (build1 (TREE_CODE (chrec
), TREE_TYPE (chrec
), op0
));
2107 /* Too complicated to handle. */
2108 return chrec_dont_know
;
2111 /* Analyze all the parameters of the chrec that were left under a
2112 symbolic form. LOOP is the loop in which symbolic names have to
2113 be analyzed and instantiated. */
2116 instantiate_parameters (struct loop
*loop
,
2121 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
2123 fprintf (dump_file
, "(instantiate_parameters \n");
2124 fprintf (dump_file
, " (loop_nb = %d)\n", loop
->num
);
2125 fprintf (dump_file
, " (chrec = ");
2126 print_generic_expr (dump_file
, chrec
, 0);
2127 fprintf (dump_file
, ")\n");
2130 res
= instantiate_parameters_1 (loop
, chrec
, true);
2132 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
2134 fprintf (dump_file
, " (res = ");
2135 print_generic_expr (dump_file
, res
, 0);
2136 fprintf (dump_file
, "))\n");
2142 /* Similar to instantiate_parameters, but does not introduce the
2143 evolutions in outer loops for LOOP invariants in CHREC. */
2146 resolve_mixers (struct loop
*loop
, tree chrec
)
2148 return instantiate_parameters_1 (loop
, chrec
, false);
2151 /* Entry point for the analysis of the number of iterations pass.
2152 This function tries to safely approximate the number of iterations
2153 the loop will run. When this property is not decidable at compile
2154 time, the result is chrec_dont_know. Otherwise the result is
2155 a scalar or a symbolic parameter.
2157 Example of analysis: suppose that the loop has an exit condition:
2159 "if (b > 49) goto end_loop;"
2161 and that in a previous analysis we have determined that the
2162 variable 'b' has an evolution function:
2164 "EF = {23, +, 5}_2".
2166 When we evaluate the function at the point 5, i.e. the value of the
2167 variable 'b' after 5 iterations in the loop, we have EF (5) = 48,
2168 and EF (6) = 53. In this case the value of 'b' on exit is '53' and
2169 the loop body has been executed 6 times. */
2172 number_of_iterations_in_loop (struct loop
*loop
)
2176 struct tree_niter_desc niter_desc
;
2178 /* Determine whether the number_of_iterations_in_loop has already
2180 res
= loop
->nb_iterations
;
2183 res
= chrec_dont_know
;
2185 if (dump_file
&& (dump_flags
& TDF_DETAILS
))
2186 fprintf (dump_file
, "(number_of_iterations_in_loop\n");
2188 if (!loop
->exit_edges
)
2190 exit
= loop
->exit_edges
[0];
2192 if (!number_of_iterations_exit (loop
, exit
, &niter_desc
))
2195 type
= TREE_TYPE (niter_desc
.niter
);
2196 if (integer_nonzerop (niter_desc
.may_be_zero
))
2197 res
= fold_convert (type
, integer_zero_node
);
2198 else if (integer_zerop (niter_desc
.may_be_zero
))
2199 res
= niter_desc
.niter
;
2201 res
= chrec_dont_know
;
2204 return set_nb_iterations_in_loop (loop
, res
);
2207 /* One of the drivers for testing the scalar evolutions analysis.
2208 This function computes the number of iterations for all the loops
2209 from the EXIT_CONDITIONS array. */
2212 number_of_iterations_for_all_loops (varray_type exit_conditions
)
2215 unsigned nb_chrec_dont_know_loops
= 0;
2216 unsigned nb_static_loops
= 0;
2218 for (i
= 0; i
< VARRAY_ACTIVE_SIZE (exit_conditions
); i
++)
2220 tree res
= number_of_iterations_in_loop
2221 (loop_containing_stmt (VARRAY_TREE (exit_conditions
, i
)));
2222 if (chrec_contains_undetermined (res
))
2223 nb_chrec_dont_know_loops
++;
2230 fprintf (dump_file
, "\n(\n");
2231 fprintf (dump_file
, "-----------------------------------------\n");
2232 fprintf (dump_file
, "%d\tnb_chrec_dont_know_loops\n", nb_chrec_dont_know_loops
);
2233 fprintf (dump_file
, "%d\tnb_static_loops\n", nb_static_loops
);
2234 fprintf (dump_file
, "%d\tnb_total_loops\n", current_loops
->num
);
2235 fprintf (dump_file
, "-----------------------------------------\n");
2236 fprintf (dump_file
, ")\n\n");
2238 print_loop_ir (dump_file
);
2244 /* Counters for the stats. */
2250 unsigned nb_affine_multivar
;
2251 unsigned nb_higher_poly
;
2252 unsigned nb_chrec_dont_know
;
2253 unsigned nb_undetermined
;
2256 /* Reset the counters. */
2259 reset_chrecs_counters (struct chrec_stats
*stats
)
2261 stats
->nb_chrecs
= 0;
2262 stats
->nb_affine
= 0;
2263 stats
->nb_affine_multivar
= 0;
2264 stats
->nb_higher_poly
= 0;
2265 stats
->nb_chrec_dont_know
= 0;
2266 stats
->nb_undetermined
= 0;
2269 /* Dump the contents of a CHREC_STATS structure. */
2272 dump_chrecs_stats (FILE *file
, struct chrec_stats
*stats
)
2274 fprintf (file
, "\n(\n");
2275 fprintf (file
, "-----------------------------------------\n");
2276 fprintf (file
, "%d\taffine univariate chrecs\n", stats
->nb_affine
);
2277 fprintf (file
, "%d\taffine multivariate chrecs\n", stats
->nb_affine_multivar
);
2278 fprintf (file
, "%d\tdegree greater than 2 polynomials\n",
2279 stats
->nb_higher_poly
);
2280 fprintf (file
, "%d\tchrec_dont_know chrecs\n", stats
->nb_chrec_dont_know
);
2281 fprintf (file
, "-----------------------------------------\n");
2282 fprintf (file
, "%d\ttotal chrecs\n", stats
->nb_chrecs
);
2283 fprintf (file
, "%d\twith undetermined coefficients\n",
2284 stats
->nb_undetermined
);
2285 fprintf (file
, "-----------------------------------------\n");
2286 fprintf (file
, "%d\tchrecs in the scev database\n",
2287 (int) htab_elements (scalar_evolution_info
));
2288 fprintf (file
, "%d\tsets in the scev database\n", nb_set_scev
);
2289 fprintf (file
, "%d\tgets in the scev database\n", nb_get_scev
);
2290 fprintf (file
, "-----------------------------------------\n");
2291 fprintf (file
, ")\n\n");
2294 /* Gather statistics about CHREC. */
2297 gather_chrec_stats (tree chrec
, struct chrec_stats
*stats
)
2299 if (dump_file
&& (dump_flags
& TDF_STATS
))
2301 fprintf (dump_file
, "(classify_chrec ");
2302 print_generic_expr (dump_file
, chrec
, 0);
2303 fprintf (dump_file
, "\n");
2308 if (chrec
== NULL_TREE
)
2310 stats
->nb_undetermined
++;
2314 switch (TREE_CODE (chrec
))
2316 case POLYNOMIAL_CHREC
:
2317 if (evolution_function_is_affine_p (chrec
))
2319 if (dump_file
&& (dump_flags
& TDF_STATS
))
2320 fprintf (dump_file
, " affine_univariate\n");
2323 else if (evolution_function_is_affine_multivariate_p (chrec
))
2325 if (dump_file
&& (dump_flags
& TDF_STATS
))
2326 fprintf (dump_file
, " affine_multivariate\n");
2327 stats
->nb_affine_multivar
++;
2331 if (dump_file
&& (dump_flags
& TDF_STATS
))
2332 fprintf (dump_file
, " higher_degree_polynomial\n");
2333 stats
->nb_higher_poly
++;
2342 if (chrec_contains_undetermined (chrec
))
2344 if (dump_file
&& (dump_flags
& TDF_STATS
))
2345 fprintf (dump_file
, " undetermined\n");
2346 stats
->nb_undetermined
++;
2349 if (dump_file
&& (dump_flags
& TDF_STATS
))
2350 fprintf (dump_file
, ")\n");
2353 /* One of the drivers for testing the scalar evolutions analysis.
2354 This function analyzes the scalar evolution of all the scalars
2355 defined as loop phi nodes in one of the loops from the
2356 EXIT_CONDITIONS array.
2358 TODO Optimization: A loop is in canonical form if it contains only
2359 a single scalar loop phi node. All the other scalars that have an
2360 evolution in the loop are rewritten in function of this single
2361 index. This allows the parallelization of the loop. */
2364 analyze_scalar_evolution_for_all_loop_phi_nodes (varray_type exit_conditions
)
2367 struct chrec_stats stats
;
2369 reset_chrecs_counters (&stats
);
2371 for (i
= 0; i
< VARRAY_ACTIVE_SIZE (exit_conditions
); i
++)
2377 loop
= loop_containing_stmt (VARRAY_TREE (exit_conditions
, i
));
2380 for (phi
= phi_nodes (bb
); phi
; phi
= TREE_CHAIN (phi
))
2381 if (is_gimple_reg (PHI_RESULT (phi
)))
2383 chrec
= instantiate_parameters
2385 analyze_scalar_evolution (loop
, PHI_RESULT (phi
)));
2387 if (dump_file
&& (dump_flags
& TDF_STATS
))
2388 gather_chrec_stats (chrec
, &stats
);
2392 if (dump_file
&& (dump_flags
& TDF_STATS
))
2393 dump_chrecs_stats (dump_file
, &stats
);
2396 /* Callback for htab_traverse, gathers information on chrecs in the
2400 gather_stats_on_scev_database_1 (void **slot
, void *stats
)
2402 struct scev_info_str
*entry
= *slot
;
2404 gather_chrec_stats (entry
->chrec
, stats
);
2409 /* Classify the chrecs of the whole database. */
2412 gather_stats_on_scev_database (void)
2414 struct chrec_stats stats
;
2419 reset_chrecs_counters (&stats
);
2421 htab_traverse (scalar_evolution_info
, gather_stats_on_scev_database_1
,
2424 dump_chrecs_stats (dump_file
, &stats
);
2432 initialize_scalar_evolutions_analyzer (void)
2434 /* The elements below are unique. */
2435 if (chrec_dont_know
== NULL_TREE
)
2437 chrec_not_analyzed_yet
= NULL_TREE
;
2438 chrec_dont_know
= make_node (SCEV_NOT_KNOWN
);
2439 chrec_known
= make_node (SCEV_KNOWN
);
2440 TREE_TYPE (chrec_dont_know
) = NULL_TREE
;
2441 TREE_TYPE (chrec_known
) = NULL_TREE
;
2445 /* Initialize the analysis of scalar evolutions for LOOPS. */
2448 scev_initialize (struct loops
*loops
)
2451 current_loops
= loops
;
2453 scalar_evolution_info
= htab_create (100, hash_scev_info
,
2454 eq_scev_info
, del_scev_info
);
2455 already_instantiated
= BITMAP_XMALLOC ();
2457 initialize_scalar_evolutions_analyzer ();
2459 for (i
= 1; i
< loops
->num
; i
++)
2460 if (loops
->parray
[i
])
2462 flow_loop_scan (loops
->parray
[i
], LOOP_EXIT_EDGES
);
2463 loops
->parray
[i
]->nb_iterations
= NULL_TREE
;
2467 /* Cleans up the information cached by the scalar evolutions analysis. */
2475 if (!scalar_evolution_info
|| !current_loops
)
2478 htab_empty (scalar_evolution_info
);
2479 for (i
= 1; i
< current_loops
->num
; i
++)
2481 loop
= current_loops
->parray
[i
];
2483 loop
->nb_iterations
= NULL_TREE
;
2487 /* Checks whether OP behaves as a simple affine iv of LOOP in STMT and returns
2488 its BASE and STEP if possible. */
2491 simple_iv (struct loop
*loop
, tree stmt
, tree op
, tree
*base
, tree
*step
)
2493 basic_block bb
= bb_for_stmt (stmt
);
2499 type
= TREE_TYPE (op
);
2500 if (TREE_CODE (type
) != INTEGER_TYPE
2501 && TREE_CODE (type
) != POINTER_TYPE
)
2504 ev
= analyze_scalar_evolution_in_loop (loop
, bb
->loop_father
, op
);
2505 if (chrec_contains_undetermined (ev
))
2508 if (tree_does_not_contain_chrecs (ev
)
2509 && !chrec_contains_symbols_defined_in_loop (ev
, loop
->num
))
2515 if (TREE_CODE (ev
) != POLYNOMIAL_CHREC
2516 || CHREC_VARIABLE (ev
) != (unsigned) loop
->num
)
2519 *step
= CHREC_RIGHT (ev
);
2520 if (TREE_CODE (*step
) != INTEGER_CST
)
2522 *base
= CHREC_LEFT (ev
);
2523 if (tree_contains_chrecs (*base
)
2524 || chrec_contains_symbols_defined_in_loop (*base
, loop
->num
))
2530 /* Runs the analysis of scalar evolutions. */
2533 scev_analysis (void)
2535 varray_type exit_conditions
;
2537 VARRAY_GENERIC_PTR_INIT (exit_conditions
, 37, "exit_conditions");
2538 select_loops_exit_conditions (current_loops
, &exit_conditions
);
2540 if (dump_file
&& (dump_flags
& TDF_STATS
))
2541 analyze_scalar_evolution_for_all_loop_phi_nodes (exit_conditions
);
2543 number_of_iterations_for_all_loops (exit_conditions
);
2544 VARRAY_CLEAR (exit_conditions
);
2547 /* Finalize the scalar evolution analysis. */
2550 scev_finalize (void)
2552 htab_delete (scalar_evolution_info
);
2553 BITMAP_XFREE (already_instantiated
);