1 /*
2  * Copyright 2012-2014 Ecole Normale Superieure
3  * Copyright 2014      INRIA Rocquencourt
4  *
5  * Use of this software is governed by the MIT license
6  *
7  * Written by Sven Verdoolaege,
8  * Ecole Normale Superieure, 45 rue d’Ulm, 75230 Paris, France
9  * and Inria Paris - Rocquencourt, Domaine de Voluceau - Rocquencourt,
10  * B.P. 105 - 78153 Le Chesnay, France
11  */
12 
13 #include <limits.h>
14 #include <isl/id.h>
15 #include <isl/val.h>
16 #include <isl/space.h>
17 #include <isl/aff.h>
18 #include <isl/constraint.h>
19 #include <isl/set.h>
20 #include <isl/ilp.h>
21 #include <isl/union_set.h>
22 #include <isl/union_map.h>
23 #include <isl/schedule_node.h>
24 #include <isl/options.h>
25 #include <isl_sort.h>
26 #include <isl_tarjan.h>
27 #include <isl_ast_private.h>
28 #include <isl_ast_build_expr.h>
29 #include <isl_ast_build_private.h>
30 #include <isl_ast_graft_private.h>
31 
32 /* Try and reduce the number of disjuncts in the representation of "set",
33  * without dropping explicit representations of local variables.
34  */
isl_set_coalesce_preserve(__isl_take isl_set * set)35 static __isl_give isl_set *isl_set_coalesce_preserve(__isl_take isl_set *set)
36 {
37 	isl_ctx *ctx;
38 	int save_preserve;
39 
40 	if (!set)
41 		return NULL;
42 
43 	ctx = isl_set_get_ctx(set);
44 	save_preserve = isl_options_get_coalesce_preserve_locals(ctx);
45 	isl_options_set_coalesce_preserve_locals(ctx, 1);
46 	set = isl_set_coalesce(set);
47 	isl_options_set_coalesce_preserve_locals(ctx, save_preserve);
48 	return set;
49 }
50 
51 /* Data used in generate_domain.
52  *
53  * "build" is the input build.
54  * "list" collects the results.
55  */
56 struct isl_generate_domain_data {
57 	isl_ast_build *build;
58 
59 	isl_ast_graft_list *list;
60 };
61 
62 static __isl_give isl_ast_graft_list *generate_next_level(
63 	__isl_take isl_union_map *executed,
64 	__isl_take isl_ast_build *build);
65 static __isl_give isl_ast_graft_list *generate_code(
66 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build,
67 	int internal);
68 
69 /* Generate an AST for a single domain based on
70  * the (non single valued) inverse schedule "executed".
71  *
72  * We extend the schedule with the iteration domain
73  * and continue generating through a call to generate_code.
74  *
75  * In particular, if executed has the form
76  *
77  *	S -> D
78  *
79  * then we continue generating code on
80  *
81  *	[S -> D] -> D
82  *
83  * The extended inverse schedule is clearly single valued
84  * ensuring that the nested generate_code will not reach this function,
85  * but will instead create calls to all elements of D that need
86  * to be executed from the current schedule domain.
87  */
generate_non_single_valued(__isl_take isl_map * executed,struct isl_generate_domain_data * data)88 static isl_stat generate_non_single_valued(__isl_take isl_map *executed,
89 	struct isl_generate_domain_data *data)
90 {
91 	isl_map *identity;
92 	isl_ast_build *build;
93 	isl_ast_graft_list *list;
94 
95 	build = isl_ast_build_copy(data->build);
96 
97 	identity = isl_set_identity(isl_map_range(isl_map_copy(executed)));
98 	executed = isl_map_domain_product(executed, identity);
99 	build = isl_ast_build_set_single_valued(build, 1);
100 
101 	list = generate_code(isl_union_map_from_map(executed), build, 1);
102 
103 	data->list = isl_ast_graft_list_concat(data->list, list);
104 
105 	return isl_stat_ok;
106 }
107 
108 /* Call the at_each_domain callback, if requested by the user,
109  * after recording the current inverse schedule in the build.
110  */
at_each_domain(__isl_take isl_ast_graft * graft,__isl_keep isl_map * executed,__isl_keep isl_ast_build * build)111 static __isl_give isl_ast_graft *at_each_domain(__isl_take isl_ast_graft *graft,
112 	__isl_keep isl_map *executed, __isl_keep isl_ast_build *build)
113 {
114 	if (!graft || !build)
115 		return isl_ast_graft_free(graft);
116 	if (!build->at_each_domain)
117 		return graft;
118 
119 	build = isl_ast_build_copy(build);
120 	build = isl_ast_build_set_executed(build,
121 			isl_union_map_from_map(isl_map_copy(executed)));
122 	if (!build)
123 		return isl_ast_graft_free(graft);
124 
125 	graft->node = build->at_each_domain(graft->node,
126 					build, build->at_each_domain_user);
127 	isl_ast_build_free(build);
128 
129 	if (!graft->node)
130 		graft = isl_ast_graft_free(graft);
131 
132 	return graft;
133 }
134 
135 /* Generate a call expression for the single executed
136  * domain element "map" and put a guard around it based its (simplified)
137  * domain.  "executed" is the original inverse schedule from which "map"
138  * has been derived.  In particular, "map" is either identical to "executed"
139  * or it is the result of gisting "executed" with respect to the build domain.
140  * "executed" is only used if there is an at_each_domain callback.
141  *
142  * At this stage, any pending constraints in the build can no longer
143  * be simplified with respect to any enforced constraints since
144  * the call node does not have any enforced constraints.
145  * Since all pending constraints not covered by any enforced constraints
146  * will be added as a guard to the graft in create_node_scaled,
147  * even in the eliminated case, the pending constraints
148  * can be considered to have been generated by outer constructs.
149  *
150  * If the user has set an at_each_domain callback, it is called
151  * on the constructed call expression node.
152  */
add_domain(__isl_take isl_map * executed,__isl_take isl_map * map,struct isl_generate_domain_data * data)153 static isl_stat add_domain(__isl_take isl_map *executed,
154 	__isl_take isl_map *map, struct isl_generate_domain_data *data)
155 {
156 	isl_ast_build *build;
157 	isl_ast_graft *graft;
158 	isl_ast_graft_list *list;
159 	isl_set *guard, *pending;
160 
161 	build = isl_ast_build_copy(data->build);
162 	pending = isl_ast_build_get_pending(build);
163 	build = isl_ast_build_replace_pending_by_guard(build, pending);
164 
165 	guard = isl_map_domain(isl_map_copy(map));
166 	guard = isl_set_compute_divs(guard);
167 	guard = isl_set_coalesce_preserve(guard);
168 	guard = isl_set_gist(guard, isl_ast_build_get_generated(build));
169 	guard = isl_ast_build_specialize(build, guard);
170 
171 	graft = isl_ast_graft_alloc_domain(map, build);
172 	graft = at_each_domain(graft, executed, build);
173 	isl_ast_build_free(build);
174 	isl_map_free(executed);
175 	graft = isl_ast_graft_add_guard(graft, guard, data->build);
176 
177 	list = isl_ast_graft_list_from_ast_graft(graft);
178 	data->list = isl_ast_graft_list_concat(data->list, list);
179 
180 	return isl_stat_ok;
181 }
182 
183 /* Generate an AST for a single domain based on
184  * the inverse schedule "executed" and add it to data->list.
185  *
186  * If there is more than one domain element associated to the current
187  * schedule "time", then we need to continue the generation process
188  * in generate_non_single_valued.
189  * Note that the inverse schedule being single-valued may depend
190  * on constraints that are only available in the original context
191  * domain specified by the user.  We therefore first introduce
192  * some of the constraints of data->build->domain.  In particular,
193  * we intersect with a single-disjunct approximation of this set.
194  * We perform this approximation to avoid further splitting up
195  * the executed relation, possibly introducing a disjunctive guard
196  * on the statement.
197  *
198  * On the other hand, we only perform the test after having taken the gist
199  * of the domain as the resulting map is the one from which the call
200  * expression is constructed.  Using this map to construct the call
201  * expression usually yields simpler results in cases where the original
202  * map is not obviously single-valued.
203  * If the original map is obviously single-valued, then the gist
204  * operation is skipped.
205  *
206  * Because we perform the single-valuedness test on the gisted map,
207  * we may in rare cases fail to recognize that the inverse schedule
208  * is single-valued.  This becomes problematic if this happens
209  * from the recursive call through generate_non_single_valued
210  * as we would then end up in an infinite recursion.
211  * We therefore check if we are inside a call to generate_non_single_valued
212  * and revert to the ungisted map if the gisted map turns out not to be
213  * single-valued.
214  *
215  * Otherwise, call add_domain to generate a call expression (with guard) and
216  * to call the at_each_domain callback, if any.
217  */
generate_domain(__isl_take isl_map * executed,void * user)218 static isl_stat generate_domain(__isl_take isl_map *executed, void *user)
219 {
220 	struct isl_generate_domain_data *data = user;
221 	isl_set *domain;
222 	isl_map *map = NULL;
223 	int empty, sv;
224 
225 	domain = isl_ast_build_get_domain(data->build);
226 	domain = isl_set_from_basic_set(isl_set_simple_hull(domain));
227 	executed = isl_map_intersect_domain(executed, domain);
228 	empty = isl_map_is_empty(executed);
229 	if (empty < 0)
230 		goto error;
231 	if (empty) {
232 		isl_map_free(executed);
233 		return isl_stat_ok;
234 	}
235 
236 	sv = isl_map_plain_is_single_valued(executed);
237 	if (sv < 0)
238 		goto error;
239 	if (sv)
240 		return add_domain(executed, isl_map_copy(executed), data);
241 
242 	executed = isl_map_coalesce(executed);
243 	map = isl_map_copy(executed);
244 	map = isl_ast_build_compute_gist_map_domain(data->build, map);
245 	sv = isl_map_is_single_valued(map);
246 	if (sv < 0)
247 		goto error;
248 	if (!sv) {
249 		isl_map_free(map);
250 		if (data->build->single_valued)
251 			map = isl_map_copy(executed);
252 		else
253 			return generate_non_single_valued(executed, data);
254 	}
255 
256 	return add_domain(executed, map, data);
257 error:
258 	isl_map_free(map);
259 	isl_map_free(executed);
260 	return isl_stat_error;
261 }
262 
263 /* Call build->create_leaf to a create "leaf" node in the AST,
264  * encapsulate the result in an isl_ast_graft and return the result
265  * as a 1-element list.
266  *
267  * Note that the node returned by the user may be an entire tree.
268  *
269  * Since the node itself cannot enforce any constraints, we turn
270  * all pending constraints into guards and add them to the resulting
271  * graft to ensure that they will be generated.
272  *
273  * Before we pass control to the user, we first clear some information
274  * from the build that is (presumbably) only meaningful
275  * for the current code generation.
276  * This includes the create_leaf callback itself, so we make a copy
277  * of the build first.
278  */
call_create_leaf(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)279 static __isl_give isl_ast_graft_list *call_create_leaf(
280 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
281 {
282 	isl_set *guard;
283 	isl_ast_node *node;
284 	isl_ast_graft *graft;
285 	isl_ast_build *user_build;
286 
287 	guard = isl_ast_build_get_pending(build);
288 	user_build = isl_ast_build_copy(build);
289 	user_build = isl_ast_build_replace_pending_by_guard(user_build,
290 							isl_set_copy(guard));
291 	user_build = isl_ast_build_set_executed(user_build, executed);
292 	user_build = isl_ast_build_clear_local_info(user_build);
293 	if (!user_build)
294 		node = NULL;
295 	else
296 		node = build->create_leaf(user_build, build->create_leaf_user);
297 	graft = isl_ast_graft_alloc(node, build);
298 	graft = isl_ast_graft_add_guard(graft, guard, build);
299 	isl_ast_build_free(build);
300 	return isl_ast_graft_list_from_ast_graft(graft);
301 }
302 
303 static __isl_give isl_ast_graft_list *build_ast_from_child(
304 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
305 	__isl_take isl_union_map *executed);
306 
307 /* Generate an AST after having handled the complete schedule
308  * of this call to the code generator or the complete band
309  * if we are generating an AST from a schedule tree.
310  *
311  * If we are inside a band node, then move on to the child of the band.
312  *
313  * If the user has specified a create_leaf callback, control
314  * is passed to the user in call_create_leaf.
315  *
316  * Otherwise, we generate one or more calls for each individual
317  * domain in generate_domain.
318  */
generate_inner_level(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)319 static __isl_give isl_ast_graft_list *generate_inner_level(
320 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
321 {
322 	isl_ctx *ctx;
323 	struct isl_generate_domain_data data = { build };
324 
325 	if (!build || !executed)
326 		goto error;
327 
328 	if (isl_ast_build_has_schedule_node(build)) {
329 		isl_schedule_node *node;
330 		node = isl_ast_build_get_schedule_node(build);
331 		build = isl_ast_build_reset_schedule_node(build);
332 		return build_ast_from_child(build, node, executed);
333 	}
334 
335 	if (build->create_leaf)
336 		return call_create_leaf(executed, build);
337 
338 	ctx = isl_union_map_get_ctx(executed);
339 	data.list = isl_ast_graft_list_alloc(ctx, 0);
340 	if (isl_union_map_foreach_map(executed, &generate_domain, &data) < 0)
341 		data.list = isl_ast_graft_list_free(data.list);
342 
343 	if (0)
344 error:		data.list = NULL;
345 	isl_ast_build_free(build);
346 	isl_union_map_free(executed);
347 	return data.list;
348 }
349 
350 /* Call the before_each_for callback, if requested by the user.
351  */
before_each_for(__isl_take isl_ast_node * node,__isl_keep isl_ast_build * build)352 static __isl_give isl_ast_node *before_each_for(__isl_take isl_ast_node *node,
353 	__isl_keep isl_ast_build *build)
354 {
355 	isl_id *id;
356 
357 	if (!node || !build)
358 		return isl_ast_node_free(node);
359 	if (!build->before_each_for)
360 		return node;
361 	id = build->before_each_for(build, build->before_each_for_user);
362 	node = isl_ast_node_set_annotation(node, id);
363 	return node;
364 }
365 
366 /* Call the after_each_for callback, if requested by the user.
367  */
after_each_for(__isl_take isl_ast_graft * graft,__isl_keep isl_ast_build * build)368 static __isl_give isl_ast_graft *after_each_for(__isl_take isl_ast_graft *graft,
369 	__isl_keep isl_ast_build *build)
370 {
371 	if (!graft || !build)
372 		return isl_ast_graft_free(graft);
373 	if (!build->after_each_for)
374 		return graft;
375 	graft->node = build->after_each_for(graft->node, build,
376 						build->after_each_for_user);
377 	if (!graft->node)
378 		return isl_ast_graft_free(graft);
379 	return graft;
380 }
381 
382 /* Plug in all the know values of the current and outer dimensions
383  * in the domain of "executed".  In principle, we only need to plug
384  * in the known value of the current dimension since the values of
385  * outer dimensions have been plugged in already.
386  * However, it turns out to be easier to just plug in all known values.
387  */
plug_in_values(__isl_take isl_union_map * executed,__isl_keep isl_ast_build * build)388 static __isl_give isl_union_map *plug_in_values(
389 	__isl_take isl_union_map *executed, __isl_keep isl_ast_build *build)
390 {
391 	return isl_ast_build_substitute_values_union_map_domain(build,
392 								    executed);
393 }
394 
395 /* Check if the constraint "c" is a lower bound on dimension "pos",
396  * an upper bound, or independent of dimension "pos".
397  */
constraint_type(isl_constraint * c,int pos)398 static int constraint_type(isl_constraint *c, int pos)
399 {
400 	if (isl_constraint_is_lower_bound(c, isl_dim_set, pos))
401 		return 1;
402 	if (isl_constraint_is_upper_bound(c, isl_dim_set, pos))
403 		return 2;
404 	return 0;
405 }
406 
407 /* Compare the types of the constraints "a" and "b",
408  * resulting in constraints that are independent of "depth"
409  * to be sorted before the lower bounds on "depth", which in
410  * turn are sorted before the upper bounds on "depth".
411  */
cmp_constraint(__isl_keep isl_constraint * a,__isl_keep isl_constraint * b,void * user)412 static int cmp_constraint(__isl_keep isl_constraint *a,
413 	__isl_keep isl_constraint *b, void *user)
414 {
415 	int *depth = user;
416 	int t1 = constraint_type(a, *depth);
417 	int t2 = constraint_type(b, *depth);
418 
419 	return t1 - t2;
420 }
421 
422 /* Extract a lower bound on dimension "pos" from constraint "c".
423  *
424  * If the constraint is of the form
425  *
426  *	a x + f(...) >= 0
427  *
428  * then we essentially return
429  *
430  *	l = ceil(-f(...)/a)
431  *
432  * However, if the current dimension is strided, then we need to make
433  * sure that the lower bound we construct is of the form
434  *
435  *	f + s a
436  *
437  * with f the offset and s the stride.
438  * We therefore compute
439  *
440  *	f + s * ceil((l - f)/s)
441  */
lower_bound(__isl_keep isl_constraint * c,int pos,__isl_keep isl_ast_build * build)442 static __isl_give isl_aff *lower_bound(__isl_keep isl_constraint *c,
443 	int pos, __isl_keep isl_ast_build *build)
444 {
445 	isl_aff *aff;
446 
447 	aff = isl_constraint_get_bound(c, isl_dim_set, pos);
448 	aff = isl_aff_ceil(aff);
449 
450 	if (isl_ast_build_has_stride(build, pos)) {
451 		isl_aff *offset;
452 		isl_val *stride;
453 
454 		offset = isl_ast_build_get_offset(build, pos);
455 		stride = isl_ast_build_get_stride(build, pos);
456 
457 		aff = isl_aff_sub(aff, isl_aff_copy(offset));
458 		aff = isl_aff_scale_down_val(aff, isl_val_copy(stride));
459 		aff = isl_aff_ceil(aff);
460 		aff = isl_aff_scale_val(aff, stride);
461 		aff = isl_aff_add(aff, offset);
462 	}
463 
464 	aff = isl_ast_build_compute_gist_aff(build, aff);
465 
466 	return aff;
467 }
468 
469 /* Return the exact lower bound (or upper bound if "upper" is set)
470  * of "domain" as a piecewise affine expression.
471  *
472  * If we are computing a lower bound (of a strided dimension), then
473  * we need to make sure it is of the form
474  *
475  *	f + s a
476  *
477  * where f is the offset and s is the stride.
478  * We therefore need to include the stride constraint before computing
479  * the minimum.
480  */
exact_bound(__isl_keep isl_set * domain,__isl_keep isl_ast_build * build,int upper)481 static __isl_give isl_pw_aff *exact_bound(__isl_keep isl_set *domain,
482 	__isl_keep isl_ast_build *build, int upper)
483 {
484 	isl_set *stride;
485 	isl_map *it_map;
486 	isl_pw_aff *pa;
487 	isl_pw_multi_aff *pma;
488 
489 	domain = isl_set_copy(domain);
490 	if (!upper) {
491 		stride = isl_ast_build_get_stride_constraint(build);
492 		domain = isl_set_intersect(domain, stride);
493 	}
494 	it_map = isl_ast_build_map_to_iterator(build, domain);
495 	if (upper)
496 		pma = isl_map_lexmax_pw_multi_aff(it_map);
497 	else
498 		pma = isl_map_lexmin_pw_multi_aff(it_map);
499 	pa = isl_pw_multi_aff_get_pw_aff(pma, 0);
500 	isl_pw_multi_aff_free(pma);
501 	pa = isl_ast_build_compute_gist_pw_aff(build, pa);
502 	pa = isl_pw_aff_coalesce(pa);
503 
504 	return pa;
505 }
506 
507 /* Callback for sorting the isl_pw_aff_list passed to reduce_list and
508  * remove_redundant_lower_bounds.
509  */
reduce_list_cmp(__isl_keep isl_pw_aff * a,__isl_keep isl_pw_aff * b,void * user)510 static int reduce_list_cmp(__isl_keep isl_pw_aff *a, __isl_keep isl_pw_aff *b,
511 	void *user)
512 {
513 	return isl_pw_aff_plain_cmp(a, b);
514 }
515 
516 /* Given a list of lower bounds "list", remove those that are redundant
517  * with respect to the other bounds in "list" and the domain of "build".
518  *
519  * We first sort the bounds in the same way as they would be sorted
520  * by set_for_node_expressions so that we can try and remove the last
521  * bounds first.
522  *
523  * For a lower bound to be effective, there needs to be at least
524  * one domain element for which it is larger than all other lower bounds.
525  * For each lower bound we therefore intersect the domain with
526  * the conditions that it is larger than all other bounds and
527  * check whether the result is empty.  If so, the bound can be removed.
528  */
remove_redundant_lower_bounds(__isl_take isl_pw_aff_list * list,__isl_keep isl_ast_build * build)529 static __isl_give isl_pw_aff_list *remove_redundant_lower_bounds(
530 	__isl_take isl_pw_aff_list *list, __isl_keep isl_ast_build *build)
531 {
532 	int i, j;
533 	isl_size n;
534 	isl_set *domain;
535 
536 	list = isl_pw_aff_list_sort(list, &reduce_list_cmp, NULL);
537 
538 	n = isl_pw_aff_list_n_pw_aff(list);
539 	if (n < 0)
540 		return isl_pw_aff_list_free(list);
541 	if (n <= 1)
542 		return list;
543 
544 	domain = isl_ast_build_get_domain(build);
545 
546 	for (i = n - 1; i >= 0; --i) {
547 		isl_pw_aff *pa_i;
548 		isl_set *domain_i;
549 		int empty;
550 
551 		domain_i = isl_set_copy(domain);
552 		pa_i = isl_pw_aff_list_get_pw_aff(list, i);
553 
554 		for (j = 0; j < n; ++j) {
555 			isl_pw_aff *pa_j;
556 			isl_set *better;
557 
558 			if (j == i)
559 				continue;
560 
561 			pa_j = isl_pw_aff_list_get_pw_aff(list, j);
562 			better = isl_pw_aff_gt_set(isl_pw_aff_copy(pa_i), pa_j);
563 			domain_i = isl_set_intersect(domain_i, better);
564 		}
565 
566 		empty = isl_set_is_empty(domain_i);
567 
568 		isl_set_free(domain_i);
569 		isl_pw_aff_free(pa_i);
570 
571 		if (empty < 0)
572 			goto error;
573 		if (!empty)
574 			continue;
575 		list = isl_pw_aff_list_drop(list, i, 1);
576 		n--;
577 	}
578 
579 	isl_set_free(domain);
580 
581 	return list;
582 error:
583 	isl_set_free(domain);
584 	return isl_pw_aff_list_free(list);
585 }
586 
587 /* Extract a lower bound on dimension "pos" from each constraint
588  * in "constraints" and return the list of lower bounds.
589  * If "constraints" has zero elements, then we extract a lower bound
590  * from "domain" instead.
591  *
592  * If the current dimension is strided, then the lower bound
593  * is adjusted by lower_bound to match the stride information.
594  * This modification may make one or more lower bounds redundant
595  * with respect to the other lower bounds.  We therefore check
596  * for this condition and remove the redundant lower bounds.
597  */
lower_bounds(__isl_keep isl_constraint_list * constraints,int pos,__isl_keep isl_set * domain,__isl_keep isl_ast_build * build)598 static __isl_give isl_pw_aff_list *lower_bounds(
599 	__isl_keep isl_constraint_list *constraints, int pos,
600 	__isl_keep isl_set *domain, __isl_keep isl_ast_build *build)
601 {
602 	isl_ctx *ctx;
603 	isl_pw_aff_list *list;
604 	int i;
605 	isl_size n;
606 
607 	if (!build)
608 		return NULL;
609 
610 	n = isl_constraint_list_n_constraint(constraints);
611 	if (n < 0)
612 		return NULL;
613 	if (n == 0) {
614 		isl_pw_aff *pa;
615 		pa = exact_bound(domain, build, 0);
616 		return isl_pw_aff_list_from_pw_aff(pa);
617 	}
618 
619 	ctx = isl_ast_build_get_ctx(build);
620 	list = isl_pw_aff_list_alloc(ctx,n);
621 
622 	for (i = 0; i < n; ++i) {
623 		isl_aff *aff;
624 		isl_constraint *c;
625 
626 		c = isl_constraint_list_get_constraint(constraints, i);
627 		aff = lower_bound(c, pos, build);
628 		isl_constraint_free(c);
629 		list = isl_pw_aff_list_add(list, isl_pw_aff_from_aff(aff));
630 	}
631 
632 	if (isl_ast_build_has_stride(build, pos))
633 		list = remove_redundant_lower_bounds(list, build);
634 
635 	return list;
636 }
637 
638 /* Extract an upper bound on dimension "pos" from each constraint
639  * in "constraints" and return the list of upper bounds.
640  * If "constraints" has zero elements, then we extract an upper bound
641  * from "domain" instead.
642  */
upper_bounds(__isl_keep isl_constraint_list * constraints,int pos,__isl_keep isl_set * domain,__isl_keep isl_ast_build * build)643 static __isl_give isl_pw_aff_list *upper_bounds(
644 	__isl_keep isl_constraint_list *constraints, int pos,
645 	__isl_keep isl_set *domain, __isl_keep isl_ast_build *build)
646 {
647 	isl_ctx *ctx;
648 	isl_pw_aff_list *list;
649 	int i;
650 	isl_size n;
651 
652 	n = isl_constraint_list_n_constraint(constraints);
653 	if (n < 0)
654 		return NULL;
655 	if (n == 0) {
656 		isl_pw_aff *pa;
657 		pa = exact_bound(domain, build, 1);
658 		return isl_pw_aff_list_from_pw_aff(pa);
659 	}
660 
661 	ctx = isl_ast_build_get_ctx(build);
662 	list = isl_pw_aff_list_alloc(ctx,n);
663 
664 	for (i = 0; i < n; ++i) {
665 		isl_aff *aff;
666 		isl_constraint *c;
667 
668 		c = isl_constraint_list_get_constraint(constraints, i);
669 		aff = isl_constraint_get_bound(c, isl_dim_set, pos);
670 		isl_constraint_free(c);
671 		aff = isl_aff_floor(aff);
672 		list = isl_pw_aff_list_add(list, isl_pw_aff_from_aff(aff));
673 	}
674 
675 	return list;
676 }
677 
678 /* Return an isl_ast_expr that performs the reduction of type "type"
679  * on AST expressions corresponding to the elements in "list".
680  *
681  * The list is assumed to contain at least one element.
682  * If the list contains exactly one element, then the returned isl_ast_expr
683  * simply computes that affine expression.
684  * If the list contains more than one element, then we sort it
685  * using a fairly arbitrary but hopefully reasonably stable order.
686  */
reduce_list(enum isl_ast_expr_op_type type,__isl_keep isl_pw_aff_list * list,__isl_keep isl_ast_build * build)687 static __isl_give isl_ast_expr *reduce_list(enum isl_ast_expr_op_type type,
688 	__isl_keep isl_pw_aff_list *list, __isl_keep isl_ast_build *build)
689 {
690 	int i;
691 	isl_size n;
692 	isl_ctx *ctx;
693 	isl_ast_expr *expr;
694 
695 	n = isl_pw_aff_list_n_pw_aff(list);
696 	if (n < 0)
697 		return NULL;
698 
699 	if (n == 1)
700 		return isl_ast_build_expr_from_pw_aff_internal(build,
701 				isl_pw_aff_list_get_pw_aff(list, 0));
702 
703 	ctx = isl_pw_aff_list_get_ctx(list);
704 	expr = isl_ast_expr_alloc_op(ctx, type, n);
705 	if (!expr)
706 		return NULL;
707 
708 	list = isl_pw_aff_list_copy(list);
709 	list = isl_pw_aff_list_sort(list, &reduce_list_cmp, NULL);
710 	if (!list)
711 		return isl_ast_expr_free(expr);
712 
713 	for (i = 0; i < n; ++i) {
714 		isl_ast_expr *expr_i;
715 
716 		expr_i = isl_ast_build_expr_from_pw_aff_internal(build,
717 				isl_pw_aff_list_get_pw_aff(list, i));
718 		if (!expr_i)
719 			goto error;
720 		expr->u.op.args[i] = expr_i;
721 	}
722 
723 	isl_pw_aff_list_free(list);
724 	return expr;
725 error:
726 	isl_pw_aff_list_free(list);
727 	isl_ast_expr_free(expr);
728 	return NULL;
729 }
730 
731 /* Add guards implied by the "generated constraints",
732  * but not (necessarily) enforced by the generated AST to "guard".
733  * In particular, if there is any stride constraints,
734  * then add the guard implied by those constraints.
735  * If we have generated a degenerate loop, then add the guard
736  * implied by "bounds" on the outer dimensions, i.e., the guard
737  * that ensures that the single value actually exists.
738  * Since there may also be guards implied by a combination
739  * of these constraints, we first combine them before
740  * deriving the implied constraints.
741  */
add_implied_guards(__isl_take isl_set * guard,int degenerate,__isl_keep isl_basic_set * bounds,__isl_keep isl_ast_build * build)742 static __isl_give isl_set *add_implied_guards(__isl_take isl_set *guard,
743 	int degenerate, __isl_keep isl_basic_set *bounds,
744 	__isl_keep isl_ast_build *build)
745 {
746 	isl_size depth;
747 	isl_bool has_stride;
748 	isl_space *space;
749 	isl_set *dom, *set;
750 
751 	depth = isl_ast_build_get_depth(build);
752 	has_stride = isl_ast_build_has_stride(build, depth);
753 	if (depth < 0 || has_stride < 0)
754 		return isl_set_free(guard);
755 	if (!has_stride && !degenerate)
756 		return guard;
757 
758 	space = isl_basic_set_get_space(bounds);
759 	dom = isl_set_universe(space);
760 
761 	if (degenerate) {
762 		bounds = isl_basic_set_copy(bounds);
763 		bounds = isl_basic_set_drop_constraints_not_involving_dims(
764 					bounds, isl_dim_set, depth, 1);
765 		set = isl_set_from_basic_set(bounds);
766 		dom = isl_set_intersect(dom, set);
767 	}
768 
769 	if (has_stride) {
770 		set = isl_ast_build_get_stride_constraint(build);
771 		dom = isl_set_intersect(dom, set);
772 	}
773 
774 	dom = isl_set_eliminate(dom, isl_dim_set, depth, 1);
775 	dom = isl_ast_build_compute_gist(build, dom);
776 	guard = isl_set_intersect(guard, dom);
777 
778 	return guard;
779 }
780 
781 /* Update "graft" based on "sub_build" for the degenerate case.
782  *
783  * "build" is the build in which graft->node was created
784  * "sub_build" contains information about the current level itself,
785  * including the single value attained.
786  *
787  * We set the initialization part of the for loop to the single
788  * value attained by the current dimension.
789  * The increment and condition are not strictly needed as they are known
790  * to be "1" and "iterator <= value" respectively.
791  */
refine_degenerate(__isl_take isl_ast_graft * graft,__isl_keep isl_ast_build * build,__isl_keep isl_ast_build * sub_build)792 static __isl_give isl_ast_graft *refine_degenerate(
793 	__isl_take isl_ast_graft *graft, __isl_keep isl_ast_build *build,
794 	__isl_keep isl_ast_build *sub_build)
795 {
796 	isl_pw_aff *value;
797 
798 	if (!graft || !sub_build)
799 		return isl_ast_graft_free(graft);
800 
801 	value = isl_pw_aff_copy(sub_build->value);
802 
803 	graft->node->u.f.init = isl_ast_build_expr_from_pw_aff_internal(build,
804 						value);
805 	if (!graft->node->u.f.init)
806 		return isl_ast_graft_free(graft);
807 
808 	return graft;
809 }
810 
811 /* Return the intersection of constraints in "list" as a set.
812  */
intersect_constraints(__isl_keep isl_constraint_list * list)813 static __isl_give isl_set *intersect_constraints(
814 	__isl_keep isl_constraint_list *list)
815 {
816 	int i;
817 	isl_size n;
818 	isl_basic_set *bset;
819 
820 	n = isl_constraint_list_n_constraint(list);
821 	if (n < 0)
822 		return NULL;
823 	if (n < 1)
824 		isl_die(isl_constraint_list_get_ctx(list), isl_error_internal,
825 			"expecting at least one constraint", return NULL);
826 
827 	bset = isl_basic_set_from_constraint(
828 				isl_constraint_list_get_constraint(list, 0));
829 	for (i = 1; i < n; ++i) {
830 		isl_basic_set *bset_i;
831 
832 		bset_i = isl_basic_set_from_constraint(
833 				isl_constraint_list_get_constraint(list, i));
834 		bset = isl_basic_set_intersect(bset, bset_i);
835 	}
836 
837 	return isl_set_from_basic_set(bset);
838 }
839 
840 /* Compute the constraints on the outer dimensions enforced by
841  * graft->node and add those constraints to graft->enforced,
842  * in case the upper bound is expressed as a set "upper".
843  *
844  * In particular, if l(...) is a lower bound in "lower", and
845  *
846  *	-a i + f(...) >= 0		or	a i <= f(...)
847  *
848  * is an upper bound ocnstraint on the current dimension i,
849  * then the for loop enforces the constraint
850  *
851  *	-a l(...) + f(...) >= 0		or	a l(...) <= f(...)
852  *
853  * We therefore simply take each lower bound in turn, plug it into
854  * the upper bounds and compute the intersection over all lower bounds.
855  *
856  * If a lower bound is a rational expression, then
857  * isl_basic_set_preimage_multi_aff will force this rational
858  * expression to have only integer values.  However, the loop
859  * itself does not enforce this integrality constraint.  We therefore
860  * use the ceil of the lower bounds instead of the lower bounds themselves.
861  * Other constraints will make sure that the for loop is only executed
862  * when each of the lower bounds attains an integral value.
863  * In particular, potentially rational values only occur in
864  * lower_bound if the offset is a (seemingly) rational expression,
865  * but then outer conditions will make sure that this rational expression
866  * only attains integer values.
867  */
set_enforced_from_set(__isl_take isl_ast_graft * graft,__isl_keep isl_pw_aff_list * lower,int pos,__isl_keep isl_set * upper)868 static __isl_give isl_ast_graft *set_enforced_from_set(
869 	__isl_take isl_ast_graft *graft,
870 	__isl_keep isl_pw_aff_list *lower, int pos, __isl_keep isl_set *upper)
871 {
872 	isl_space *space;
873 	isl_basic_set *enforced;
874 	isl_pw_multi_aff *pma;
875 	int i;
876 	isl_size n;
877 
878 	n = isl_pw_aff_list_n_pw_aff(lower);
879 	if (!graft || n < 0)
880 		return isl_ast_graft_free(graft);
881 
882 	space = isl_set_get_space(upper);
883 	enforced = isl_basic_set_universe(isl_space_copy(space));
884 
885 	space = isl_space_map_from_set(space);
886 	pma = isl_pw_multi_aff_identity(space);
887 
888 	for (i = 0; i < n; ++i) {
889 		isl_pw_aff *pa;
890 		isl_set *enforced_i;
891 		isl_basic_set *hull;
892 		isl_pw_multi_aff *pma_i;
893 
894 		pa = isl_pw_aff_list_get_pw_aff(lower, i);
895 		pa = isl_pw_aff_ceil(pa);
896 		pma_i = isl_pw_multi_aff_copy(pma);
897 		pma_i = isl_pw_multi_aff_set_pw_aff(pma_i, pos, pa);
898 		enforced_i = isl_set_copy(upper);
899 		enforced_i = isl_set_preimage_pw_multi_aff(enforced_i, pma_i);
900 		hull = isl_set_simple_hull(enforced_i);
901 		enforced = isl_basic_set_intersect(enforced, hull);
902 	}
903 
904 	isl_pw_multi_aff_free(pma);
905 
906 	graft = isl_ast_graft_enforce(graft, enforced);
907 
908 	return graft;
909 }
910 
911 /* Compute the constraints on the outer dimensions enforced by
912  * graft->node and add those constraints to graft->enforced,
913  * in case the upper bound is expressed as
914  * a list of affine expressions "upper".
915  *
916  * The enforced condition is that each lower bound expression is less
917  * than or equal to each upper bound expression.
918  */
set_enforced_from_list(__isl_take isl_ast_graft * graft,__isl_keep isl_pw_aff_list * lower,__isl_keep isl_pw_aff_list * upper)919 static __isl_give isl_ast_graft *set_enforced_from_list(
920 	__isl_take isl_ast_graft *graft,
921 	__isl_keep isl_pw_aff_list *lower, __isl_keep isl_pw_aff_list *upper)
922 {
923 	isl_set *cond;
924 	isl_basic_set *enforced;
925 
926 	lower = isl_pw_aff_list_copy(lower);
927 	upper = isl_pw_aff_list_copy(upper);
928 	cond = isl_pw_aff_list_le_set(lower, upper);
929 	enforced = isl_set_simple_hull(cond);
930 	graft = isl_ast_graft_enforce(graft, enforced);
931 
932 	return graft;
933 }
934 
935 /* Does "aff" have a negative constant term?
936  */
aff_constant_is_negative(__isl_keep isl_set * set,__isl_keep isl_aff * aff,void * user)937 static isl_bool aff_constant_is_negative(__isl_keep isl_set *set,
938 	__isl_keep isl_aff *aff, void *user)
939 {
940 	isl_bool is_neg;
941 	isl_val *v;
942 
943 	v = isl_aff_get_constant_val(aff);
944 	is_neg = isl_val_is_neg(v);
945 	isl_val_free(v);
946 
947 	return is_neg;
948 }
949 
950 /* Does "pa" have a negative constant term over its entire domain?
951  */
pw_aff_constant_is_negative(__isl_keep isl_pw_aff * pa,void * user)952 static isl_bool pw_aff_constant_is_negative(__isl_keep isl_pw_aff *pa,
953 	void *user)
954 {
955 	return isl_pw_aff_every_piece(pa, &aff_constant_is_negative, NULL);
956 }
957 
958 /* Does each element in "list" have a negative constant term?
959  */
list_constant_is_negative(__isl_keep isl_pw_aff_list * list)960 static int list_constant_is_negative(__isl_keep isl_pw_aff_list *list)
961 {
962 	return isl_pw_aff_list_every(list, &pw_aff_constant_is_negative, NULL);
963 }
964 
965 /* Add 1 to each of the elements in "list", where each of these elements
966  * is defined over the internal schedule space of "build".
967  */
list_add_one(__isl_take isl_pw_aff_list * list,__isl_keep isl_ast_build * build)968 static __isl_give isl_pw_aff_list *list_add_one(
969 	__isl_take isl_pw_aff_list *list, __isl_keep isl_ast_build *build)
970 {
971 	int i;
972 	isl_size n;
973 	isl_space *space;
974 	isl_aff *aff;
975 	isl_pw_aff *one;
976 
977 	n = isl_pw_aff_list_n_pw_aff(list);
978 	if (n < 0)
979 		return isl_pw_aff_list_free(list);
980 
981 	space = isl_ast_build_get_space(build, 1);
982 	aff = isl_aff_zero_on_domain(isl_local_space_from_space(space));
983 	aff = isl_aff_add_constant_si(aff, 1);
984 	one = isl_pw_aff_from_aff(aff);
985 
986 	for (i = 0; i < n; ++i) {
987 		isl_pw_aff *pa;
988 		pa = isl_pw_aff_list_get_pw_aff(list, i);
989 		pa = isl_pw_aff_add(pa, isl_pw_aff_copy(one));
990 		list = isl_pw_aff_list_set_pw_aff(list, i, pa);
991 	}
992 
993 	isl_pw_aff_free(one);
994 
995 	return list;
996 }
997 
998 /* Set the condition part of the for node graft->node in case
999  * the upper bound is represented as a list of piecewise affine expressions.
1000  *
1001  * In particular, set the condition to
1002  *
1003  *	iterator <= min(list of upper bounds)
1004  *
1005  * If each of the upper bounds has a negative constant term, then
1006  * set the condition to
1007  *
1008  *	iterator < min(list of (upper bound + 1)s)
1009  *
1010  */
set_for_cond_from_list(__isl_take isl_ast_graft * graft,__isl_keep isl_pw_aff_list * list,__isl_keep isl_ast_build * build)1011 static __isl_give isl_ast_graft *set_for_cond_from_list(
1012 	__isl_take isl_ast_graft *graft, __isl_keep isl_pw_aff_list *list,
1013 	__isl_keep isl_ast_build *build)
1014 {
1015 	int neg;
1016 	isl_ast_expr *bound, *iterator, *cond;
1017 	enum isl_ast_expr_op_type type = isl_ast_expr_op_le;
1018 
1019 	if (!graft || !list)
1020 		return isl_ast_graft_free(graft);
1021 
1022 	neg = list_constant_is_negative(list);
1023 	if (neg < 0)
1024 		return isl_ast_graft_free(graft);
1025 	list = isl_pw_aff_list_copy(list);
1026 	if (neg) {
1027 		list = list_add_one(list, build);
1028 		type = isl_ast_expr_op_lt;
1029 	}
1030 
1031 	bound = reduce_list(isl_ast_expr_op_min, list, build);
1032 	iterator = isl_ast_expr_copy(graft->node->u.f.iterator);
1033 	cond = isl_ast_expr_alloc_binary(type, iterator, bound);
1034 	graft->node->u.f.cond = cond;
1035 
1036 	isl_pw_aff_list_free(list);
1037 	if (!graft->node->u.f.cond)
1038 		return isl_ast_graft_free(graft);
1039 	return graft;
1040 }
1041 
1042 /* Set the condition part of the for node graft->node in case
1043  * the upper bound is represented as a set.
1044  */
set_for_cond_from_set(__isl_take isl_ast_graft * graft,__isl_keep isl_set * set,__isl_keep isl_ast_build * build)1045 static __isl_give isl_ast_graft *set_for_cond_from_set(
1046 	__isl_take isl_ast_graft *graft, __isl_keep isl_set *set,
1047 	__isl_keep isl_ast_build *build)
1048 {
1049 	isl_ast_expr *cond;
1050 
1051 	if (!graft)
1052 		return NULL;
1053 
1054 	cond = isl_ast_build_expr_from_set_internal(build, isl_set_copy(set));
1055 	graft->node->u.f.cond = cond;
1056 	if (!graft->node->u.f.cond)
1057 		return isl_ast_graft_free(graft);
1058 	return graft;
1059 }
1060 
1061 /* Construct an isl_ast_expr for the increment (i.e., stride) of
1062  * the current dimension.
1063  */
for_inc(__isl_keep isl_ast_build * build)1064 static __isl_give isl_ast_expr *for_inc(__isl_keep isl_ast_build *build)
1065 {
1066 	isl_size depth;
1067 	isl_val *v;
1068 	isl_ctx *ctx;
1069 
1070 	depth = isl_ast_build_get_depth(build);
1071 	if (depth < 0)
1072 		return NULL;
1073 	ctx = isl_ast_build_get_ctx(build);
1074 
1075 	if (!isl_ast_build_has_stride(build, depth))
1076 		return isl_ast_expr_alloc_int_si(ctx, 1);
1077 
1078 	v = isl_ast_build_get_stride(build, depth);
1079 	return isl_ast_expr_from_val(v);
1080 }
1081 
1082 /* Should we express the loop condition as
1083  *
1084  *	iterator <= min(list of upper bounds)
1085  *
1086  * or as a conjunction of constraints?
1087  *
1088  * The first is constructed from a list of upper bounds.
1089  * The second is constructed from a set.
1090  *
1091  * If there are no upper bounds in "constraints", then this could mean
1092  * that "domain" simply doesn't have an upper bound or that we didn't
1093  * pick any upper bound.  In the first case, we want to generate the
1094  * loop condition as a(n empty) conjunction of constraints
1095  * In the second case, we will compute
1096  * a single upper bound from "domain" and so we use the list form.
1097  *
1098  * If there are upper bounds in "constraints",
1099  * then we use the list form iff the atomic_upper_bound option is set.
1100  */
use_upper_bound_list(isl_ctx * ctx,int n_upper,__isl_keep isl_set * domain,int depth)1101 static int use_upper_bound_list(isl_ctx *ctx, int n_upper,
1102 	__isl_keep isl_set *domain, int depth)
1103 {
1104 	if (n_upper > 0)
1105 		return isl_options_get_ast_build_atomic_upper_bound(ctx);
1106 	else
1107 		return isl_set_dim_has_upper_bound(domain, isl_dim_set, depth);
1108 }
1109 
1110 /* Fill in the expressions of the for node in graft->node.
1111  *
1112  * In particular,
1113  * - set the initialization part of the loop to the maximum of the lower bounds
1114  * - extract the increment from the stride of the current dimension
1115  * - construct the for condition either based on a list of upper bounds
1116  *	or on a set of upper bound constraints.
1117  */
set_for_node_expressions(__isl_take isl_ast_graft * graft,__isl_keep isl_pw_aff_list * lower,int use_list,__isl_keep isl_pw_aff_list * upper_list,__isl_keep isl_set * upper_set,__isl_keep isl_ast_build * build)1118 static __isl_give isl_ast_graft *set_for_node_expressions(
1119 	__isl_take isl_ast_graft *graft, __isl_keep isl_pw_aff_list *lower,
1120 	int use_list, __isl_keep isl_pw_aff_list *upper_list,
1121 	__isl_keep isl_set *upper_set, __isl_keep isl_ast_build *build)
1122 {
1123 	isl_ast_node *node;
1124 
1125 	if (!graft)
1126 		return NULL;
1127 
1128 	build = isl_ast_build_copy(build);
1129 
1130 	node = graft->node;
1131 	node->u.f.init = reduce_list(isl_ast_expr_op_max, lower, build);
1132 	node->u.f.inc = for_inc(build);
1133 
1134 	if (!node->u.f.init || !node->u.f.inc)
1135 		graft = isl_ast_graft_free(graft);
1136 
1137 	if (use_list)
1138 		graft = set_for_cond_from_list(graft, upper_list, build);
1139 	else
1140 		graft = set_for_cond_from_set(graft, upper_set, build);
1141 
1142 	isl_ast_build_free(build);
1143 
1144 	return graft;
1145 }
1146 
1147 /* Update "graft" based on "bounds" and "domain" for the generic,
1148  * non-degenerate, case.
1149  *
1150  * "c_lower" and "c_upper" contain the lower and upper bounds
1151  * that the loop node should express.
1152  * "domain" is the subset of the intersection of the constraints
1153  * for which some code is executed.
1154  *
1155  * There may be zero lower bounds or zero upper bounds in "constraints"
1156  * in case the list of constraints was created
1157  * based on the atomic option or based on separation with explicit bounds.
1158  * In that case, we use "domain" to derive lower and/or upper bounds.
1159  *
1160  * We first compute a list of one or more lower bounds.
1161  *
1162  * Then we decide if we want to express the condition as
1163  *
1164  *	iterator <= min(list of upper bounds)
1165  *
1166  * or as a conjunction of constraints.
1167  *
1168  * The set of enforced constraints is then computed either based on
1169  * a list of upper bounds or on a set of upper bound constraints.
1170  * We do not compute any enforced constraints if we were forced
1171  * to compute a lower or upper bound using exact_bound.  The domains
1172  * of the resulting expressions may imply some bounds on outer dimensions
1173  * that we do not want to appear in the enforced constraints since
1174  * they are not actually enforced by the corresponding code.
1175  *
1176  * Finally, we fill in the expressions of the for node.
1177  */
refine_generic_bounds(__isl_take isl_ast_graft * graft,__isl_take isl_constraint_list * c_lower,__isl_take isl_constraint_list * c_upper,__isl_keep isl_set * domain,__isl_keep isl_ast_build * build)1178 static __isl_give isl_ast_graft *refine_generic_bounds(
1179 	__isl_take isl_ast_graft *graft,
1180 	__isl_take isl_constraint_list *c_lower,
1181 	__isl_take isl_constraint_list *c_upper,
1182 	__isl_keep isl_set *domain, __isl_keep isl_ast_build *build)
1183 {
1184 	isl_size depth;
1185 	isl_ctx *ctx;
1186 	isl_pw_aff_list *lower;
1187 	int use_list;
1188 	isl_set *upper_set = NULL;
1189 	isl_pw_aff_list *upper_list = NULL;
1190 	isl_size n_lower, n_upper;
1191 
1192 	depth = isl_ast_build_get_depth(build);
1193 	if (!graft || !c_lower || !c_upper || depth < 0)
1194 		goto error;
1195 
1196 	ctx = isl_ast_graft_get_ctx(graft);
1197 
1198 	n_lower = isl_constraint_list_n_constraint(c_lower);
1199 	n_upper = isl_constraint_list_n_constraint(c_upper);
1200 	if (n_lower < 0 || n_upper < 0)
1201 		goto error;
1202 
1203 	use_list = use_upper_bound_list(ctx, n_upper, domain, depth);
1204 
1205 	lower = lower_bounds(c_lower, depth, domain, build);
1206 
1207 	if (use_list)
1208 		upper_list = upper_bounds(c_upper, depth, domain, build);
1209 	else if (n_upper > 0)
1210 		upper_set = intersect_constraints(c_upper);
1211 	else
1212 		upper_set = isl_set_universe(isl_set_get_space(domain));
1213 
1214 	if (n_lower == 0 || n_upper == 0)
1215 		;
1216 	else if (use_list)
1217 		graft = set_enforced_from_list(graft, lower, upper_list);
1218 	else
1219 		graft = set_enforced_from_set(graft, lower, depth, upper_set);
1220 
1221 	graft = set_for_node_expressions(graft, lower, use_list, upper_list,
1222 					upper_set, build);
1223 
1224 	isl_pw_aff_list_free(lower);
1225 	isl_pw_aff_list_free(upper_list);
1226 	isl_set_free(upper_set);
1227 	isl_constraint_list_free(c_lower);
1228 	isl_constraint_list_free(c_upper);
1229 
1230 	return graft;
1231 error:
1232 	isl_constraint_list_free(c_lower);
1233 	isl_constraint_list_free(c_upper);
1234 	return isl_ast_graft_free(graft);
1235 }
1236 
1237 /* Internal data structure used inside count_constraints to keep
1238  * track of the number of constraints that are independent of dimension "pos",
1239  * the lower bounds in "pos" and the upper bounds in "pos".
1240  */
1241 struct isl_ast_count_constraints_data {
1242 	int pos;
1243 
1244 	int n_indep;
1245 	int n_lower;
1246 	int n_upper;
1247 };
1248 
1249 /* Increment data->n_indep, data->lower or data->upper depending
1250  * on whether "c" is independenct of dimensions data->pos,
1251  * a lower bound or an upper bound.
1252  */
count_constraints(__isl_take isl_constraint * c,void * user)1253 static isl_stat count_constraints(__isl_take isl_constraint *c, void *user)
1254 {
1255 	struct isl_ast_count_constraints_data *data = user;
1256 
1257 	if (isl_constraint_is_lower_bound(c, isl_dim_set, data->pos))
1258 		data->n_lower++;
1259 	else if (isl_constraint_is_upper_bound(c, isl_dim_set, data->pos))
1260 		data->n_upper++;
1261 	else
1262 		data->n_indep++;
1263 
1264 	isl_constraint_free(c);
1265 
1266 	return isl_stat_ok;
1267 }
1268 
1269 /* Update "graft" based on "bounds" and "domain" for the generic,
1270  * non-degenerate, case.
1271  *
1272  * "list" respresent the list of bounds that need to be encoded by
1273  * the for loop.  Only the constraints that involve the iterator
1274  * are relevant here.  The other constraints are taken care of by
1275  * the caller and are included in the generated constraints of "build".
1276  * "domain" is the subset of the intersection of the constraints
1277  * for which some code is executed.
1278  * "build" is the build in which graft->node was created.
1279  *
1280  * We separate lower bounds, upper bounds and constraints that
1281  * are independent of the loop iterator.
1282  *
1283  * The actual for loop bounds are generated in refine_generic_bounds.
1284  */
refine_generic_split(__isl_take isl_ast_graft * graft,__isl_take isl_constraint_list * list,__isl_keep isl_set * domain,__isl_keep isl_ast_build * build)1285 static __isl_give isl_ast_graft *refine_generic_split(
1286 	__isl_take isl_ast_graft *graft, __isl_take isl_constraint_list *list,
1287 	__isl_keep isl_set *domain, __isl_keep isl_ast_build *build)
1288 {
1289 	struct isl_ast_count_constraints_data data;
1290 	isl_size depth;
1291 	isl_constraint_list *lower;
1292 	isl_constraint_list *upper;
1293 
1294 	depth = isl_ast_build_get_depth(build);
1295 	if (depth < 0)
1296 		list = isl_constraint_list_free(list);
1297 	if (!list)
1298 		return isl_ast_graft_free(graft);
1299 
1300 	data.pos = depth;
1301 
1302 	list = isl_constraint_list_sort(list, &cmp_constraint, &data.pos);
1303 	if (!list)
1304 		return isl_ast_graft_free(graft);
1305 
1306 	data.n_indep = data.n_lower = data.n_upper = 0;
1307 	if (isl_constraint_list_foreach(list, &count_constraints, &data) < 0) {
1308 		isl_constraint_list_free(list);
1309 		return isl_ast_graft_free(graft);
1310 	}
1311 
1312 	lower = isl_constraint_list_drop(list, 0, data.n_indep);
1313 	upper = isl_constraint_list_copy(lower);
1314 	lower = isl_constraint_list_drop(lower, data.n_lower, data.n_upper);
1315 	upper = isl_constraint_list_drop(upper, 0, data.n_lower);
1316 
1317 	return refine_generic_bounds(graft, lower, upper, domain, build);
1318 }
1319 
1320 /* Update "graft" based on "bounds" and "domain" for the generic,
1321  * non-degenerate, case.
1322  *
1323  * "bounds" respresent the bounds that need to be encoded by
1324  * the for loop (or a guard around the for loop).
1325  * "domain" is the subset of "bounds" for which some code is executed.
1326  * "build" is the build in which graft->node was created.
1327  *
1328  * We break up "bounds" into a list of constraints and continue with
1329  * refine_generic_split.
1330  */
refine_generic(__isl_take isl_ast_graft * graft,__isl_keep isl_basic_set * bounds,__isl_keep isl_set * domain,__isl_keep isl_ast_build * build)1331 static __isl_give isl_ast_graft *refine_generic(
1332 	__isl_take isl_ast_graft *graft,
1333 	__isl_keep isl_basic_set *bounds, __isl_keep isl_set *domain,
1334 	__isl_keep isl_ast_build *build)
1335 {
1336 	isl_constraint_list *list;
1337 
1338 	if (!build || !graft)
1339 		return isl_ast_graft_free(graft);
1340 
1341 	list = isl_basic_set_get_constraint_list(bounds);
1342 
1343 	graft = refine_generic_split(graft, list, domain, build);
1344 
1345 	return graft;
1346 }
1347 
1348 /* Create a for node for the current level.
1349  *
1350  * Mark the for node degenerate if "degenerate" is set.
1351  */
create_for(__isl_keep isl_ast_build * build,int degenerate)1352 static __isl_give isl_ast_node *create_for(__isl_keep isl_ast_build *build,
1353 	int degenerate)
1354 {
1355 	isl_size depth;
1356 	isl_id *id;
1357 	isl_ast_node *node;
1358 
1359 	depth = isl_ast_build_get_depth(build);
1360 	if (depth < 0)
1361 		return NULL;
1362 
1363 	id = isl_ast_build_get_iterator_id(build, depth);
1364 	node = isl_ast_node_alloc_for(id);
1365 	if (degenerate)
1366 		node = isl_ast_node_for_mark_degenerate(node);
1367 
1368 	return node;
1369 }
1370 
1371 /* If the ast_build_exploit_nested_bounds option is set, then return
1372  * the constraints enforced by all elements in "list".
1373  * Otherwise, return the universe.
1374  */
extract_shared_enforced(__isl_keep isl_ast_graft_list * list,__isl_keep isl_ast_build * build)1375 static __isl_give isl_basic_set *extract_shared_enforced(
1376 	__isl_keep isl_ast_graft_list *list, __isl_keep isl_ast_build *build)
1377 {
1378 	isl_ctx *ctx;
1379 	isl_space *space;
1380 
1381 	if (!list)
1382 		return NULL;
1383 
1384 	ctx = isl_ast_graft_list_get_ctx(list);
1385 	if (isl_options_get_ast_build_exploit_nested_bounds(ctx))
1386 		return isl_ast_graft_list_extract_shared_enforced(list, build);
1387 
1388 	space = isl_ast_build_get_space(build, 1);
1389 	return isl_basic_set_universe(space);
1390 }
1391 
1392 /* Return the pending constraints of "build" that are not already taken
1393  * care of (by a combination of "enforced" and the generated constraints
1394  * of "build").
1395  */
extract_pending(__isl_keep isl_ast_build * build,__isl_keep isl_basic_set * enforced)1396 static __isl_give isl_set *extract_pending(__isl_keep isl_ast_build *build,
1397 	__isl_keep isl_basic_set *enforced)
1398 {
1399 	isl_set *guard, *context;
1400 
1401 	guard = isl_ast_build_get_pending(build);
1402 	context = isl_set_from_basic_set(isl_basic_set_copy(enforced));
1403 	context = isl_set_intersect(context,
1404 					isl_ast_build_get_generated(build));
1405 	return isl_set_gist(guard, context);
1406 }
1407 
1408 /* Create an AST node for the current dimension based on
1409  * the schedule domain "bounds" and return the node encapsulated
1410  * in an isl_ast_graft.
1411  *
1412  * "executed" is the current inverse schedule, taking into account
1413  * the bounds in "bounds"
1414  * "domain" is the domain of "executed", with inner dimensions projected out.
1415  * It may be a strict subset of "bounds" in case "bounds" was created
1416  * based on the atomic option or based on separation with explicit bounds.
1417  *
1418  * "domain" may satisfy additional equalities that result
1419  * from intersecting "executed" with "bounds" in add_node.
1420  * It may also satisfy some global constraints that were dropped out because
1421  * we performed separation with explicit bounds.
1422  * The very first step is then to copy these constraints to "bounds".
1423  *
1424  * Since we may be calling before_each_for and after_each_for
1425  * callbacks, we record the current inverse schedule in the build.
1426  *
1427  * We consider three builds,
1428  * "build" is the one in which the current level is created,
1429  * "body_build" is the build in which the next level is created,
1430  * "sub_build" is essentially the same as "body_build", except that
1431  * the depth has not been increased yet.
1432  *
1433  * "build" already contains information (in strides and offsets)
1434  * about the strides at the current level, but this information is not
1435  * reflected in the build->domain.
1436  * We first add this information and the "bounds" to the sub_build->domain.
1437  * isl_ast_build_set_loop_bounds adds the stride information and
1438  * checks whether the current dimension attains
1439  * only a single value and whether this single value can be represented using
1440  * a single affine expression.
1441  * In the first case, the current level is considered "degenerate".
1442  * In the second, sub-case, the current level is considered "eliminated".
1443  * Eliminated levels don't need to be reflected in the AST since we can
1444  * simply plug in the affine expression.  For degenerate, but non-eliminated,
1445  * levels, we do introduce a for node, but mark is as degenerate so that
1446  * it can be printed as an assignment of the single value to the loop
1447  * "iterator".
1448  *
1449  * If the current level is eliminated, we explicitly plug in the value
1450  * for the current level found by isl_ast_build_set_loop_bounds in the
1451  * inverse schedule.  This ensures that if we are working on a slice
1452  * of the domain based on information available in the inverse schedule
1453  * and the build domain, that then this information is also reflected
1454  * in the inverse schedule.  This operation also eliminates the current
1455  * dimension from the inverse schedule making sure no inner dimensions depend
1456  * on the current dimension.  Otherwise, we create a for node, marking
1457  * it degenerate if appropriate.  The initial for node is still incomplete
1458  * and will be completed in either refine_degenerate or refine_generic.
1459  *
1460  * We then generate a sequence of grafts for the next level,
1461  * create a surrounding graft for the current level and insert
1462  * the for node we created (if the current level is not eliminated).
1463  * Before creating a graft for the current level, we first extract
1464  * hoistable constraints from the child guards and combine them
1465  * with the pending constraints in the build.  These constraints
1466  * are used to simplify the child guards and then added to the guard
1467  * of the current graft to ensure that they will be generated.
1468  * If the hoisted guard is a disjunction, then we use it directly
1469  * to gist the guards on the children before intersect it with the
1470  * pending constraints.  We do so because this disjunction is typically
1471  * identical to the guards on the children such that these guards
1472  * can be effectively removed completely.  After the intersection,
1473  * the gist operation would have a harder time figuring this out.
1474  *
1475  * Finally, we set the bounds of the for loop in either
1476  * refine_degenerate or refine_generic.
1477  * We do so in a context where the pending constraints of the build
1478  * have been replaced by the guard of the current graft.
1479  */
create_node_scaled(__isl_take isl_union_map * executed,__isl_take isl_basic_set * bounds,__isl_take isl_set * domain,__isl_take isl_ast_build * build)1480 static __isl_give isl_ast_graft *create_node_scaled(
1481 	__isl_take isl_union_map *executed,
1482 	__isl_take isl_basic_set *bounds, __isl_take isl_set *domain,
1483 	__isl_take isl_ast_build *build)
1484 {
1485 	isl_size depth;
1486 	int degenerate;
1487 	isl_bool eliminated;
1488 	isl_size n;
1489 	isl_basic_set *hull;
1490 	isl_basic_set *enforced;
1491 	isl_set *guard, *hoisted;
1492 	isl_ast_node *node = NULL;
1493 	isl_ast_graft *graft;
1494 	isl_ast_graft_list *children;
1495 	isl_ast_build *sub_build;
1496 	isl_ast_build *body_build;
1497 
1498 	domain = isl_ast_build_eliminate_divs(build, domain);
1499 	domain = isl_set_detect_equalities(domain);
1500 	hull = isl_set_unshifted_simple_hull(isl_set_copy(domain));
1501 	bounds = isl_basic_set_intersect(bounds, hull);
1502 	build = isl_ast_build_set_executed(build, isl_union_map_copy(executed));
1503 
1504 	depth = isl_ast_build_get_depth(build);
1505 	if (depth < 0)
1506 		build = isl_ast_build_free(build);
1507 	sub_build = isl_ast_build_copy(build);
1508 	bounds = isl_basic_set_remove_redundancies(bounds);
1509 	bounds = isl_ast_build_specialize_basic_set(sub_build, bounds);
1510 	sub_build = isl_ast_build_set_loop_bounds(sub_build,
1511 						isl_basic_set_copy(bounds));
1512 	degenerate = isl_ast_build_has_value(sub_build);
1513 	eliminated = isl_ast_build_has_affine_value(sub_build, depth);
1514 	if (degenerate < 0 || eliminated < 0)
1515 		executed = isl_union_map_free(executed);
1516 	if (!degenerate)
1517 		bounds = isl_ast_build_compute_gist_basic_set(build, bounds);
1518 	sub_build = isl_ast_build_set_pending_generated(sub_build,
1519 						isl_basic_set_copy(bounds));
1520 	if (eliminated)
1521 		executed = plug_in_values(executed, sub_build);
1522 	else
1523 		node = create_for(build, degenerate);
1524 
1525 	body_build = isl_ast_build_copy(sub_build);
1526 	body_build = isl_ast_build_increase_depth(body_build);
1527 	if (!eliminated)
1528 		node = before_each_for(node, body_build);
1529 	children = generate_next_level(executed,
1530 				    isl_ast_build_copy(body_build));
1531 
1532 	enforced = extract_shared_enforced(children, build);
1533 	guard = extract_pending(sub_build, enforced);
1534 	hoisted = isl_ast_graft_list_extract_hoistable_guard(children, build);
1535 	n = isl_set_n_basic_set(hoisted);
1536 	if (n < 0)
1537 		children = isl_ast_graft_list_free(children);
1538 	if (n > 1)
1539 		children = isl_ast_graft_list_gist_guards(children,
1540 						    isl_set_copy(hoisted));
1541 	guard = isl_set_intersect(guard, hoisted);
1542 	if (!eliminated)
1543 		guard = add_implied_guards(guard, degenerate, bounds, build);
1544 
1545 	graft = isl_ast_graft_alloc_from_children(children,
1546 			    isl_set_copy(guard), enforced, build, sub_build);
1547 
1548 	if (!eliminated) {
1549 		isl_ast_build *for_build;
1550 
1551 		graft = isl_ast_graft_insert_for(graft, node);
1552 		for_build = isl_ast_build_copy(build);
1553 		for_build = isl_ast_build_replace_pending_by_guard(for_build,
1554 							isl_set_copy(guard));
1555 		if (degenerate)
1556 			graft = refine_degenerate(graft, for_build, sub_build);
1557 		else
1558 			graft = refine_generic(graft, bounds,
1559 					domain, for_build);
1560 		isl_ast_build_free(for_build);
1561 	}
1562 	isl_set_free(guard);
1563 	if (!eliminated)
1564 		graft = after_each_for(graft, body_build);
1565 
1566 	isl_ast_build_free(body_build);
1567 	isl_ast_build_free(sub_build);
1568 	isl_ast_build_free(build);
1569 	isl_basic_set_free(bounds);
1570 	isl_set_free(domain);
1571 
1572 	return graft;
1573 }
1574 
1575 /* Internal data structure for checking if all constraints involving
1576  * the input dimension "depth" are such that the other coefficients
1577  * are multiples of "m", reducing "m" if they are not.
1578  * If "m" is reduced all the way down to "1", then the check has failed
1579  * and we break out of the iteration.
1580  */
1581 struct isl_check_scaled_data {
1582 	int depth;
1583 	isl_val *m;
1584 };
1585 
1586 /* If constraint "c" involves the input dimension data->depth,
1587  * then make sure that all the other coefficients are multiples of data->m,
1588  * reducing data->m if needed.
1589  * Break out of the iteration if data->m has become equal to "1".
1590  */
constraint_check_scaled(__isl_take isl_constraint * c,void * user)1591 static isl_stat constraint_check_scaled(__isl_take isl_constraint *c,
1592 	void *user)
1593 {
1594 	struct isl_check_scaled_data *data = user;
1595 	int i, j;
1596 	isl_size n;
1597 	enum isl_dim_type t[] = { isl_dim_param, isl_dim_in, isl_dim_out,
1598 				    isl_dim_div };
1599 
1600 	if (!isl_constraint_involves_dims(c, isl_dim_in, data->depth, 1)) {
1601 		isl_constraint_free(c);
1602 		return isl_stat_ok;
1603 	}
1604 
1605 	for (i = 0; i < 4; ++i) {
1606 		n = isl_constraint_dim(c, t[i]);
1607 		if (n < 0)
1608 			break;
1609 		for (j = 0; j < n; ++j) {
1610 			isl_val *d;
1611 
1612 			if (t[i] == isl_dim_in && j == data->depth)
1613 				continue;
1614 			if (!isl_constraint_involves_dims(c, t[i], j, 1))
1615 				continue;
1616 			d = isl_constraint_get_coefficient_val(c, t[i], j);
1617 			data->m = isl_val_gcd(data->m, d);
1618 			if (isl_val_is_one(data->m))
1619 				break;
1620 		}
1621 		if (j < n)
1622 			break;
1623 	}
1624 
1625 	isl_constraint_free(c);
1626 
1627 	return i < 4 ? isl_stat_error : isl_stat_ok;
1628 }
1629 
1630 /* For each constraint of "bmap" that involves the input dimension data->depth,
1631  * make sure that all the other coefficients are multiples of data->m,
1632  * reducing data->m if needed.
1633  * Break out of the iteration if data->m has become equal to "1".
1634  */
basic_map_check_scaled(__isl_take isl_basic_map * bmap,void * user)1635 static isl_stat basic_map_check_scaled(__isl_take isl_basic_map *bmap,
1636 	void *user)
1637 {
1638 	isl_stat r;
1639 
1640 	r = isl_basic_map_foreach_constraint(bmap,
1641 						&constraint_check_scaled, user);
1642 	isl_basic_map_free(bmap);
1643 
1644 	return r;
1645 }
1646 
1647 /* For each constraint of "map" that involves the input dimension data->depth,
1648  * make sure that all the other coefficients are multiples of data->m,
1649  * reducing data->m if needed.
1650  * Break out of the iteration if data->m has become equal to "1".
1651  */
map_check_scaled(__isl_take isl_map * map,void * user)1652 static isl_stat map_check_scaled(__isl_take isl_map *map, void *user)
1653 {
1654 	isl_stat r;
1655 
1656 	r = isl_map_foreach_basic_map(map, &basic_map_check_scaled, user);
1657 	isl_map_free(map);
1658 
1659 	return r;
1660 }
1661 
1662 /* Create an AST node for the current dimension based on
1663  * the schedule domain "bounds" and return the node encapsulated
1664  * in an isl_ast_graft.
1665  *
1666  * "executed" is the current inverse schedule, taking into account
1667  * the bounds in "bounds"
1668  * "domain" is the domain of "executed", with inner dimensions projected out.
1669  *
1670  *
1671  * Before moving on to the actual AST node construction in create_node_scaled,
1672  * we first check if the current dimension is strided and if we can scale
1673  * down this stride.  Note that we only do this if the ast_build_scale_strides
1674  * option is set.
1675  *
1676  * In particular, let the current dimension take on values
1677  *
1678  *	f + s a
1679  *
1680  * with a an integer.  We check if we can find an integer m that (obviously)
1681  * divides both f and s.
1682  *
1683  * If so, we check if the current dimension only appears in constraints
1684  * where the coefficients of the other variables are multiples of m.
1685  * We perform this extra check to avoid the risk of introducing
1686  * divisions by scaling down the current dimension.
1687  *
1688  * If so, we scale the current dimension down by a factor of m.
1689  * That is, we plug in
1690  *
1691  *	i = m i'							(1)
1692  *
1693  * Note that in principle we could always scale down strided loops
1694  * by plugging in
1695  *
1696  *	i = f + s i'
1697  *
1698  * but this may result in i' taking on larger values than the original i,
1699  * due to the shift by "f".
1700  * By constrast, the scaling in (1) can only reduce the (absolute) value "i".
1701  */
create_node(__isl_take isl_union_map * executed,__isl_take isl_basic_set * bounds,__isl_take isl_set * domain,__isl_take isl_ast_build * build)1702 static __isl_give isl_ast_graft *create_node(__isl_take isl_union_map *executed,
1703 	__isl_take isl_basic_set *bounds, __isl_take isl_set *domain,
1704 	__isl_take isl_ast_build *build)
1705 {
1706 	struct isl_check_scaled_data data;
1707 	isl_size depth;
1708 	isl_ctx *ctx;
1709 	isl_aff *offset;
1710 	isl_val *d;
1711 
1712 	ctx = isl_ast_build_get_ctx(build);
1713 	if (!isl_options_get_ast_build_scale_strides(ctx))
1714 		return create_node_scaled(executed, bounds, domain, build);
1715 
1716 	depth = isl_ast_build_get_depth(build);
1717 	if (depth < 0)
1718 		build = isl_ast_build_free(build);
1719 	data.depth = depth;
1720 	if (!isl_ast_build_has_stride(build, data.depth))
1721 		return create_node_scaled(executed, bounds, domain, build);
1722 
1723 	offset = isl_ast_build_get_offset(build, data.depth);
1724 	data.m = isl_ast_build_get_stride(build, data.depth);
1725 	if (!data.m)
1726 		offset = isl_aff_free(offset);
1727 	offset = isl_aff_scale_down_val(offset, isl_val_copy(data.m));
1728 	d = isl_aff_get_denominator_val(offset);
1729 	if (!d)
1730 		executed = isl_union_map_free(executed);
1731 
1732 	if (executed && isl_val_is_divisible_by(data.m, d))
1733 		data.m = isl_val_div(data.m, d);
1734 	else {
1735 		data.m = isl_val_set_si(data.m, 1);
1736 		isl_val_free(d);
1737 	}
1738 
1739 	if (!isl_val_is_one(data.m)) {
1740 		if (isl_union_map_foreach_map(executed, &map_check_scaled,
1741 						&data) < 0 &&
1742 		    !isl_val_is_one(data.m))
1743 			executed = isl_union_map_free(executed);
1744 	}
1745 
1746 	if (!isl_val_is_one(data.m)) {
1747 		isl_space *space;
1748 		isl_multi_aff *ma;
1749 		isl_aff *aff;
1750 		isl_map *map;
1751 		isl_union_map *umap;
1752 
1753 		space = isl_ast_build_get_space(build, 1);
1754 		space = isl_space_map_from_set(space);
1755 		ma = isl_multi_aff_identity(space);
1756 		aff = isl_multi_aff_get_aff(ma, data.depth);
1757 		aff = isl_aff_scale_val(aff, isl_val_copy(data.m));
1758 		ma = isl_multi_aff_set_aff(ma, data.depth, aff);
1759 
1760 		bounds = isl_basic_set_preimage_multi_aff(bounds,
1761 						isl_multi_aff_copy(ma));
1762 		domain = isl_set_preimage_multi_aff(domain,
1763 						isl_multi_aff_copy(ma));
1764 		map = isl_map_reverse(isl_map_from_multi_aff(ma));
1765 		umap = isl_union_map_from_map(map);
1766 		executed = isl_union_map_apply_domain(executed,
1767 						isl_union_map_copy(umap));
1768 		build = isl_ast_build_scale_down(build, isl_val_copy(data.m),
1769 						umap);
1770 	}
1771 	isl_aff_free(offset);
1772 	isl_val_free(data.m);
1773 
1774 	return create_node_scaled(executed, bounds, domain, build);
1775 }
1776 
1777 /* Add the basic set to the list that "user" points to.
1778  */
collect_basic_set(__isl_take isl_basic_set * bset,void * user)1779 static isl_stat collect_basic_set(__isl_take isl_basic_set *bset, void *user)
1780 {
1781 	isl_basic_set_list **list = user;
1782 
1783 	*list = isl_basic_set_list_add(*list, bset);
1784 
1785 	return isl_stat_ok;
1786 }
1787 
1788 /* Extract the basic sets of "set" and collect them in an isl_basic_set_list.
1789  */
isl_basic_set_list_from_set(__isl_take isl_set * set)1790 static __isl_give isl_basic_set_list *isl_basic_set_list_from_set(
1791 	__isl_take isl_set *set)
1792 {
1793 	isl_size n;
1794 	isl_ctx *ctx;
1795 	isl_basic_set_list *list;
1796 
1797 	n = isl_set_n_basic_set(set);
1798 	if (n < 0)
1799 		set = isl_set_free(set);
1800 	if (!set)
1801 		return NULL;
1802 
1803 	ctx = isl_set_get_ctx(set);
1804 
1805 	list = isl_basic_set_list_alloc(ctx, n);
1806 	if (isl_set_foreach_basic_set(set, &collect_basic_set, &list) < 0)
1807 		list = isl_basic_set_list_free(list);
1808 
1809 	isl_set_free(set);
1810 	return list;
1811 }
1812 
1813 /* Generate code for the schedule domain "bounds"
1814  * and add the result to "list".
1815  *
1816  * We mainly detect strides here and check if the bounds do not
1817  * conflict with the current build domain
1818  * and then pass over control to create_node.
1819  *
1820  * "bounds" reflects the bounds on the current dimension and possibly
1821  * some extra conditions on outer dimensions.
1822  * It does not, however, include any divs involving the current dimension,
1823  * so it does not capture any stride constraints.
1824  * We therefore need to compute that part of the schedule domain that
1825  * intersects with "bounds" and derive the strides from the result.
1826  */
add_node(__isl_take isl_ast_graft_list * list,__isl_take isl_union_map * executed,__isl_take isl_basic_set * bounds,__isl_take isl_ast_build * build)1827 static __isl_give isl_ast_graft_list *add_node(
1828 	__isl_take isl_ast_graft_list *list, __isl_take isl_union_map *executed,
1829 	__isl_take isl_basic_set *bounds, __isl_take isl_ast_build *build)
1830 {
1831 	isl_ast_graft *graft;
1832 	isl_set *domain = NULL;
1833 	isl_union_set *uset;
1834 	int empty, disjoint;
1835 
1836 	uset = isl_union_set_from_basic_set(isl_basic_set_copy(bounds));
1837 	executed = isl_union_map_intersect_domain(executed, uset);
1838 	empty = isl_union_map_is_empty(executed);
1839 	if (empty < 0)
1840 		goto error;
1841 	if (empty)
1842 		goto done;
1843 
1844 	uset = isl_union_map_domain(isl_union_map_copy(executed));
1845 	domain = isl_set_from_union_set(uset);
1846 	domain = isl_ast_build_specialize(build, domain);
1847 
1848 	domain = isl_set_compute_divs(domain);
1849 	domain = isl_ast_build_eliminate_inner(build, domain);
1850 	disjoint = isl_set_is_disjoint(domain, build->domain);
1851 	if (disjoint < 0)
1852 		goto error;
1853 	if (disjoint)
1854 		goto done;
1855 
1856 	build = isl_ast_build_detect_strides(build, isl_set_copy(domain));
1857 
1858 	graft = create_node(executed, bounds, domain,
1859 				isl_ast_build_copy(build));
1860 	list = isl_ast_graft_list_add(list, graft);
1861 	isl_ast_build_free(build);
1862 	return list;
1863 error:
1864 	list = isl_ast_graft_list_free(list);
1865 done:
1866 	isl_set_free(domain);
1867 	isl_basic_set_free(bounds);
1868 	isl_union_map_free(executed);
1869 	isl_ast_build_free(build);
1870 	return list;
1871 }
1872 
1873 /* Does any element of i follow or coincide with any element of j
1874  * at the current depth for equal values of the outer dimensions?
1875  */
domain_follows_at_depth(__isl_keep isl_basic_set * i,__isl_keep isl_basic_set * j,void * user)1876 static isl_bool domain_follows_at_depth(__isl_keep isl_basic_set *i,
1877 	__isl_keep isl_basic_set *j, void *user)
1878 {
1879 	int depth = *(int *) user;
1880 	isl_basic_map *test;
1881 	isl_bool empty;
1882 	int l;
1883 
1884 	test = isl_basic_map_from_domain_and_range(isl_basic_set_copy(i),
1885 						    isl_basic_set_copy(j));
1886 	for (l = 0; l < depth; ++l)
1887 		test = isl_basic_map_equate(test, isl_dim_in, l,
1888 						isl_dim_out, l);
1889 	test = isl_basic_map_order_ge(test, isl_dim_in, depth,
1890 					isl_dim_out, depth);
1891 	empty = isl_basic_map_is_empty(test);
1892 	isl_basic_map_free(test);
1893 
1894 	return isl_bool_not(empty);
1895 }
1896 
1897 /* Split up each element of "list" into a part that is related to "bset"
1898  * according to "gt" and a part that is not.
1899  * Return a list that consist of "bset" and all the pieces.
1900  */
add_split_on(__isl_take isl_basic_set_list * list,__isl_take isl_basic_set * bset,__isl_keep isl_basic_map * gt)1901 static __isl_give isl_basic_set_list *add_split_on(
1902 	__isl_take isl_basic_set_list *list, __isl_take isl_basic_set *bset,
1903 	__isl_keep isl_basic_map *gt)
1904 {
1905 	int i;
1906 	isl_size n;
1907 	isl_basic_set_list *res;
1908 
1909 	n = isl_basic_set_list_n_basic_set(list);
1910 	if (n < 0)
1911 		bset = isl_basic_set_free(bset);
1912 
1913 	gt = isl_basic_map_copy(gt);
1914 	gt = isl_basic_map_intersect_domain(gt, isl_basic_set_copy(bset));
1915 	res = isl_basic_set_list_from_basic_set(bset);
1916 	for (i = 0; res && i < n; ++i) {
1917 		isl_basic_set *bset;
1918 		isl_set *set1, *set2;
1919 		isl_basic_map *bmap;
1920 		int empty;
1921 
1922 		bset = isl_basic_set_list_get_basic_set(list, i);
1923 		bmap = isl_basic_map_copy(gt);
1924 		bmap = isl_basic_map_intersect_range(bmap, bset);
1925 		bset = isl_basic_map_range(bmap);
1926 		empty = isl_basic_set_is_empty(bset);
1927 		if (empty < 0)
1928 			res = isl_basic_set_list_free(res);
1929 		if (empty)  {
1930 			isl_basic_set_free(bset);
1931 			bset = isl_basic_set_list_get_basic_set(list, i);
1932 			res = isl_basic_set_list_add(res, bset);
1933 			continue;
1934 		}
1935 
1936 		res = isl_basic_set_list_add(res, isl_basic_set_copy(bset));
1937 		set1 = isl_set_from_basic_set(bset);
1938 		bset = isl_basic_set_list_get_basic_set(list, i);
1939 		set2 = isl_set_from_basic_set(bset);
1940 		set1 = isl_set_subtract(set2, set1);
1941 		set1 = isl_set_make_disjoint(set1);
1942 
1943 		res = isl_basic_set_list_concat(res,
1944 					    isl_basic_set_list_from_set(set1));
1945 	}
1946 	isl_basic_map_free(gt);
1947 	isl_basic_set_list_free(list);
1948 	return res;
1949 }
1950 
1951 static __isl_give isl_ast_graft_list *generate_sorted_domains(
1952 	__isl_keep isl_basic_set_list *domain_list,
1953 	__isl_keep isl_union_map *executed,
1954 	__isl_keep isl_ast_build *build);
1955 
1956 /* Internal data structure for add_nodes.
1957  *
1958  * "executed" and "build" are extra arguments to be passed to add_node.
1959  * "list" collects the results.
1960  */
1961 struct isl_add_nodes_data {
1962 	isl_union_map *executed;
1963 	isl_ast_build *build;
1964 
1965 	isl_ast_graft_list *list;
1966 };
1967 
1968 /* Generate code for the schedule domains in "scc"
1969  * and add the results to "list".
1970  *
1971  * The domains in "scc" form a strongly connected component in the ordering.
1972  * If the number of domains in "scc" is larger than 1, then this means
1973  * that we cannot determine a valid ordering for the domains in the component.
1974  * This should be fairly rare because the individual domains
1975  * have been made disjoint first.
1976  * The problem is that the domains may be integrally disjoint but not
1977  * rationally disjoint.  For example, we may have domains
1978  *
1979  *	{ [i,i] : 0 <= i <= 1 }		and	{ [i,1-i] : 0 <= i <= 1 }
1980  *
1981  * These two domains have an empty intersection, but their rational
1982  * relaxations do intersect.  It is impossible to order these domains
1983  * in the second dimension because the first should be ordered before
1984  * the second for outer dimension equal to 0, while it should be ordered
1985  * after for outer dimension equal to 1.
1986  *
1987  * This may happen in particular in case of unrolling since the domain
1988  * of each slice is replaced by its simple hull.
1989  *
1990  * For each basic set i in "scc" and for each of the following basic sets j,
1991  * we split off that part of the basic set i that shares the outer dimensions
1992  * with j and lies before j in the current dimension.
1993  * We collect all the pieces in a new list that replaces "scc".
1994  *
1995  * While the elements in "scc" should be disjoint, we double-check
1996  * this property to avoid running into an infinite recursion in case
1997  * they intersect due to some internal error.
1998  */
add_nodes(__isl_take isl_basic_set_list * scc,void * user)1999 static isl_stat add_nodes(__isl_take isl_basic_set_list *scc, void *user)
2000 {
2001 	struct isl_add_nodes_data *data = user;
2002 	int i;
2003 	isl_size depth;
2004 	isl_size n;
2005 	isl_basic_set *bset, *first;
2006 	isl_basic_set_list *list;
2007 	isl_space *space;
2008 	isl_basic_map *gt;
2009 
2010 	n = isl_basic_set_list_n_basic_set(scc);
2011 	if (n < 0)
2012 		goto error;
2013 	bset = isl_basic_set_list_get_basic_set(scc, 0);
2014 	if (n == 1) {
2015 		isl_basic_set_list_free(scc);
2016 		data->list = add_node(data->list,
2017 				isl_union_map_copy(data->executed), bset,
2018 				isl_ast_build_copy(data->build));
2019 		return data->list ? isl_stat_ok : isl_stat_error;
2020 	}
2021 
2022 	depth = isl_ast_build_get_depth(data->build);
2023 	if (depth < 0)
2024 		bset = isl_basic_set_free(bset);
2025 	space = isl_basic_set_get_space(bset);
2026 	space = isl_space_map_from_set(space);
2027 	gt = isl_basic_map_universe(space);
2028 	for (i = 0; i < depth; ++i)
2029 		gt = isl_basic_map_equate(gt, isl_dim_in, i, isl_dim_out, i);
2030 	gt = isl_basic_map_order_gt(gt, isl_dim_in, depth, isl_dim_out, depth);
2031 
2032 	first = isl_basic_set_copy(bset);
2033 	list = isl_basic_set_list_from_basic_set(bset);
2034 	for (i = 1; i < n; ++i) {
2035 		int disjoint;
2036 
2037 		bset = isl_basic_set_list_get_basic_set(scc, i);
2038 
2039 		disjoint = isl_basic_set_is_disjoint(bset, first);
2040 		if (disjoint < 0)
2041 			list = isl_basic_set_list_free(list);
2042 		else if (!disjoint)
2043 			isl_die(isl_basic_set_list_get_ctx(scc),
2044 				isl_error_internal,
2045 				"basic sets in scc are assumed to be disjoint",
2046 				list = isl_basic_set_list_free(list));
2047 
2048 		list = add_split_on(list, bset, gt);
2049 	}
2050 	isl_basic_set_free(first);
2051 	isl_basic_map_free(gt);
2052 	isl_basic_set_list_free(scc);
2053 	scc = list;
2054 	data->list = isl_ast_graft_list_concat(data->list,
2055 		    generate_sorted_domains(scc, data->executed, data->build));
2056 	isl_basic_set_list_free(scc);
2057 
2058 	return data->list ? isl_stat_ok : isl_stat_error;
2059 error:
2060 	isl_basic_set_list_free(scc);
2061 	return isl_stat_error;
2062 }
2063 
2064 /* Sort the domains in "domain_list" according to the execution order
2065  * at the current depth (for equal values of the outer dimensions),
2066  * generate code for each of them, collecting the results in a list.
2067  * If no code is generated (because the intersection of the inverse schedule
2068  * with the domains turns out to be empty), then an empty list is returned.
2069  *
2070  * The caller is responsible for ensuring that the basic sets in "domain_list"
2071  * are pair-wise disjoint.  It can, however, in principle happen that
2072  * two basic sets should be ordered one way for one value of the outer
2073  * dimensions and the other way for some other value of the outer dimensions.
2074  * We therefore play safe and look for strongly connected components.
2075  * The function add_nodes takes care of handling non-trivial components.
2076  */
generate_sorted_domains(__isl_keep isl_basic_set_list * domain_list,__isl_keep isl_union_map * executed,__isl_keep isl_ast_build * build)2077 static __isl_give isl_ast_graft_list *generate_sorted_domains(
2078 	__isl_keep isl_basic_set_list *domain_list,
2079 	__isl_keep isl_union_map *executed, __isl_keep isl_ast_build *build)
2080 {
2081 	isl_ctx *ctx;
2082 	struct isl_add_nodes_data data;
2083 	isl_size depth;
2084 	isl_size n;
2085 
2086 	n = isl_basic_set_list_n_basic_set(domain_list);
2087 	if (n < 0)
2088 		return NULL;
2089 
2090 	ctx = isl_basic_set_list_get_ctx(domain_list);
2091 	data.list = isl_ast_graft_list_alloc(ctx, n);
2092 	if (n == 0)
2093 		return data.list;
2094 	if (n == 1)
2095 		return add_node(data.list, isl_union_map_copy(executed),
2096 			isl_basic_set_list_get_basic_set(domain_list, 0),
2097 			isl_ast_build_copy(build));
2098 
2099 	depth = isl_ast_build_get_depth(build);
2100 	data.executed = executed;
2101 	data.build = build;
2102 	if (depth < 0 || isl_basic_set_list_foreach_scc(domain_list,
2103 					&domain_follows_at_depth, &depth,
2104 					&add_nodes, &data) < 0)
2105 		data.list = isl_ast_graft_list_free(data.list);
2106 
2107 	return data.list;
2108 }
2109 
2110 /* Do i and j share any values for the outer dimensions?
2111  */
shared_outer(__isl_keep isl_basic_set * i,__isl_keep isl_basic_set * j,void * user)2112 static isl_bool shared_outer(__isl_keep isl_basic_set *i,
2113 	__isl_keep isl_basic_set *j, void *user)
2114 {
2115 	int depth = *(int *) user;
2116 	isl_basic_map *test;
2117 	isl_bool empty;
2118 	int l;
2119 
2120 	test = isl_basic_map_from_domain_and_range(isl_basic_set_copy(i),
2121 						    isl_basic_set_copy(j));
2122 	for (l = 0; l < depth; ++l)
2123 		test = isl_basic_map_equate(test, isl_dim_in, l,
2124 						isl_dim_out, l);
2125 	empty = isl_basic_map_is_empty(test);
2126 	isl_basic_map_free(test);
2127 
2128 	return isl_bool_not(empty);
2129 }
2130 
2131 /* Internal data structure for generate_sorted_domains_wrap.
2132  *
2133  * "n" is the total number of basic sets
2134  * "executed" and "build" are extra arguments to be passed
2135  *	to generate_sorted_domains.
2136  *
2137  * "single" is set to 1 by generate_sorted_domains_wrap if there
2138  * is only a single component.
2139  * "list" collects the results.
2140  */
2141 struct isl_ast_generate_parallel_domains_data {
2142 	isl_size n;
2143 	isl_union_map *executed;
2144 	isl_ast_build *build;
2145 
2146 	int single;
2147 	isl_ast_graft_list *list;
2148 };
2149 
2150 /* Call generate_sorted_domains on "scc", fuse the result into a list
2151  * with either zero or one graft and collect the these single element
2152  * lists into data->list.
2153  *
2154  * If there is only one component, i.e., if the number of basic sets
2155  * in the current component is equal to the total number of basic sets,
2156  * then data->single is set to 1 and the result of generate_sorted_domains
2157  * is not fused.
2158  */
generate_sorted_domains_wrap(__isl_take isl_basic_set_list * scc,void * user)2159 static isl_stat generate_sorted_domains_wrap(__isl_take isl_basic_set_list *scc,
2160 	void *user)
2161 {
2162 	struct isl_ast_generate_parallel_domains_data *data = user;
2163 	isl_ast_graft_list *list;
2164 	isl_size n;
2165 
2166 	n = isl_basic_set_list_n_basic_set(scc);
2167 	if (n < 0)
2168 		scc = isl_basic_set_list_free(scc);
2169 	list = generate_sorted_domains(scc, data->executed, data->build);
2170 	data->single = n == data->n;
2171 	if (!data->single)
2172 		list = isl_ast_graft_list_fuse(list, data->build);
2173 	if (!data->list)
2174 		data->list = list;
2175 	else
2176 		data->list = isl_ast_graft_list_concat(data->list, list);
2177 
2178 	isl_basic_set_list_free(scc);
2179 	if (!data->list)
2180 		return isl_stat_error;
2181 
2182 	return isl_stat_ok;
2183 }
2184 
2185 /* Look for any (weakly connected) components in the "domain_list"
2186  * of domains that share some values of the outer dimensions.
2187  * That is, domains in different components do not share any values
2188  * of the outer dimensions.  This means that these components
2189  * can be freely reordered.
2190  * Within each of the components, we sort the domains according
2191  * to the execution order at the current depth.
2192  *
2193  * If there is more than one component, then generate_sorted_domains_wrap
2194  * fuses the result of each call to generate_sorted_domains
2195  * into a list with either zero or one graft and collects these (at most)
2196  * single element lists into a bigger list. This means that the elements of the
2197  * final list can be freely reordered.  In particular, we sort them
2198  * according to an arbitrary but fixed ordering to ease merging of
2199  * graft lists from different components.
2200  */
generate_parallel_domains(__isl_keep isl_basic_set_list * domain_list,__isl_keep isl_union_map * executed,__isl_keep isl_ast_build * build)2201 static __isl_give isl_ast_graft_list *generate_parallel_domains(
2202 	__isl_keep isl_basic_set_list *domain_list,
2203 	__isl_keep isl_union_map *executed, __isl_keep isl_ast_build *build)
2204 {
2205 	isl_size depth;
2206 	struct isl_ast_generate_parallel_domains_data data;
2207 
2208 	data.n = isl_basic_set_list_n_basic_set(domain_list);
2209 	if (data.n < 0)
2210 		return NULL;
2211 
2212 	if (data.n <= 1)
2213 		return generate_sorted_domains(domain_list, executed, build);
2214 
2215 	depth = isl_ast_build_get_depth(build);
2216 	if (depth < 0)
2217 		return NULL;
2218 	data.list = NULL;
2219 	data.executed = executed;
2220 	data.build = build;
2221 	data.single = 0;
2222 	if (isl_basic_set_list_foreach_scc(domain_list, &shared_outer, &depth,
2223 					    &generate_sorted_domains_wrap,
2224 					    &data) < 0)
2225 		data.list = isl_ast_graft_list_free(data.list);
2226 
2227 	if (!data.single)
2228 		data.list = isl_ast_graft_list_sort_guard(data.list);
2229 
2230 	return data.list;
2231 }
2232 
2233 /* Internal data for separate_domain.
2234  *
2235  * "explicit" is set if we only want to use explicit bounds.
2236  *
2237  * "domain" collects the separated domains.
2238  */
2239 struct isl_separate_domain_data {
2240 	isl_ast_build *build;
2241 	int explicit;
2242 	isl_set *domain;
2243 };
2244 
2245 /* Extract implicit bounds on the current dimension for the executed "map".
2246  *
2247  * The domain of "map" may involve inner dimensions, so we
2248  * need to eliminate them.
2249  */
implicit_bounds(__isl_take isl_map * map,__isl_keep isl_ast_build * build)2250 static __isl_give isl_set *implicit_bounds(__isl_take isl_map *map,
2251 	__isl_keep isl_ast_build *build)
2252 {
2253 	isl_set *domain;
2254 
2255 	domain = isl_map_domain(map);
2256 	domain = isl_ast_build_eliminate(build, domain);
2257 
2258 	return domain;
2259 }
2260 
2261 /* Extract explicit bounds on the current dimension for the executed "map".
2262  *
2263  * Rather than eliminating the inner dimensions as in implicit_bounds,
2264  * we simply drop any constraints involving those inner dimensions.
2265  * The idea is that most bounds that are implied by constraints on the
2266  * inner dimensions will be enforced by for loops and not by explicit guards.
2267  * There is then no need to separate along those bounds.
2268  */
explicit_bounds(__isl_take isl_map * map,__isl_keep isl_ast_build * build)2269 static __isl_give isl_set *explicit_bounds(__isl_take isl_map *map,
2270 	__isl_keep isl_ast_build *build)
2271 {
2272 	isl_set *domain;
2273 	isl_size depth;
2274 	isl_size dim;
2275 
2276 	depth = isl_ast_build_get_depth(build);
2277 	dim = isl_map_dim(map, isl_dim_out);
2278 	if (depth < 0 || dim < 0)
2279 		return isl_map_domain(isl_map_free(map));
2280 	map = isl_map_drop_constraints_involving_dims(map, isl_dim_out, 0, dim);
2281 
2282 	domain = isl_map_domain(map);
2283 	dim = isl_set_dim(domain, isl_dim_set);
2284 	domain = isl_set_detect_equalities(domain);
2285 	domain = isl_set_drop_constraints_involving_dims(domain,
2286 				isl_dim_set, depth + 1, dim - (depth + 1));
2287 	domain = isl_set_remove_divs_involving_dims(domain,
2288 				isl_dim_set, depth, 1);
2289 	domain = isl_set_remove_unknown_divs(domain);
2290 
2291 	return domain;
2292 }
2293 
2294 /* Split data->domain into pieces that intersect with the range of "map"
2295  * and pieces that do not intersect with the range of "map"
2296  * and then add that part of the range of "map" that does not intersect
2297  * with data->domain.
2298  */
separate_domain(__isl_take isl_map * map,void * user)2299 static isl_stat separate_domain(__isl_take isl_map *map, void *user)
2300 {
2301 	struct isl_separate_domain_data *data = user;
2302 	isl_set *domain;
2303 	isl_set *d1, *d2;
2304 
2305 	if (data->explicit)
2306 		domain = explicit_bounds(map, data->build);
2307 	else
2308 		domain = implicit_bounds(map, data->build);
2309 
2310 	domain = isl_set_coalesce(domain);
2311 	domain = isl_set_make_disjoint(domain);
2312 	d1 = isl_set_subtract(isl_set_copy(domain), isl_set_copy(data->domain));
2313 	d2 = isl_set_subtract(isl_set_copy(data->domain), isl_set_copy(domain));
2314 	data->domain = isl_set_intersect(data->domain, domain);
2315 	data->domain = isl_set_union(data->domain, d1);
2316 	data->domain = isl_set_union(data->domain, d2);
2317 
2318 	return isl_stat_ok;
2319 }
2320 
2321 /* Separate the schedule domains of "executed".
2322  *
2323  * That is, break up the domain of "executed" into basic sets,
2324  * such that for each basic set S, every element in S is associated with
2325  * the same domain spaces.
2326  *
2327  * "space" is the (single) domain space of "executed".
2328  */
separate_schedule_domains(__isl_take isl_space * space,__isl_take isl_union_map * executed,__isl_keep isl_ast_build * build)2329 static __isl_give isl_set *separate_schedule_domains(
2330 	__isl_take isl_space *space, __isl_take isl_union_map *executed,
2331 	__isl_keep isl_ast_build *build)
2332 {
2333 	struct isl_separate_domain_data data = { build };
2334 	isl_ctx *ctx;
2335 
2336 	ctx = isl_ast_build_get_ctx(build);
2337 	data.explicit = isl_options_get_ast_build_separation_bounds(ctx) ==
2338 				    ISL_AST_BUILD_SEPARATION_BOUNDS_EXPLICIT;
2339 	data.domain = isl_set_empty(space);
2340 	if (isl_union_map_foreach_map(executed, &separate_domain, &data) < 0)
2341 		data.domain = isl_set_free(data.domain);
2342 
2343 	isl_union_map_free(executed);
2344 	return data.domain;
2345 }
2346 
2347 /* Temporary data used during the search for a lower bound for unrolling.
2348  *
2349  * "build" is the build in which the unrolling will be performed
2350  * "domain" is the original set for which to find a lower bound
2351  * "depth" is the dimension for which to find a lower boudn
2352  * "expansion" is the expansion that needs to be applied to "domain"
2353  * in the unrolling that will be performed
2354  *
2355  * "lower" is the best lower bound found so far.  It is NULL if we have not
2356  * found any yet.
2357  * "n" is the corresponding size.  If lower is NULL, then the value of n
2358  * is undefined.
2359  * "n_div" is the maximal number of integer divisions in the first
2360  * unrolled iteration (after expansion).  It is set to -1 if it hasn't
2361  * been computed yet.
2362  */
2363 struct isl_find_unroll_data {
2364 	isl_ast_build *build;
2365 	isl_set *domain;
2366 	int depth;
2367 	isl_basic_map *expansion;
2368 
2369 	isl_aff *lower;
2370 	int *n;
2371 	int n_div;
2372 };
2373 
2374 /* Return the constraint
2375  *
2376  *	i_"depth" = aff + offset
2377  */
at_offset(int depth,__isl_keep isl_aff * aff,int offset)2378 static __isl_give isl_constraint *at_offset(int depth, __isl_keep isl_aff *aff,
2379 	int offset)
2380 {
2381 	aff = isl_aff_copy(aff);
2382 	aff = isl_aff_add_coefficient_si(aff, isl_dim_in, depth, -1);
2383 	aff = isl_aff_add_constant_si(aff, offset);
2384 	return isl_equality_from_aff(aff);
2385 }
2386 
2387 /* Update *user to the number of integer divisions in the first element
2388  * of "ma", if it is larger than the current value.
2389  */
update_n_div(__isl_take isl_set * set,__isl_take isl_multi_aff * ma,void * user)2390 static isl_stat update_n_div(__isl_take isl_set *set,
2391 	__isl_take isl_multi_aff *ma, void *user)
2392 {
2393 	isl_aff *aff;
2394 	int *n = user;
2395 	isl_size n_div;
2396 
2397 	aff = isl_multi_aff_get_aff(ma, 0);
2398 	n_div = isl_aff_dim(aff, isl_dim_div);
2399 	isl_aff_free(aff);
2400 	isl_multi_aff_free(ma);
2401 	isl_set_free(set);
2402 
2403 	if (n_div > *n)
2404 		*n = n_div;
2405 
2406 	return n_div >= 0 ? isl_stat_ok : isl_stat_error;
2407 }
2408 
2409 /* Get the number of integer divisions in the expression for the iterator
2410  * value at the first slice in the unrolling based on lower bound "lower",
2411  * taking into account the expansion that needs to be performed on this slice.
2412  */
get_expanded_n_div(struct isl_find_unroll_data * data,__isl_keep isl_aff * lower)2413 static int get_expanded_n_div(struct isl_find_unroll_data *data,
2414 	__isl_keep isl_aff *lower)
2415 {
2416 	isl_constraint *c;
2417 	isl_set *set;
2418 	isl_map *it_map, *expansion;
2419 	isl_pw_multi_aff *pma;
2420 	int n;
2421 
2422 	c = at_offset(data->depth, lower, 0);
2423 	set = isl_set_copy(data->domain);
2424 	set = isl_set_add_constraint(set, c);
2425 	expansion = isl_map_from_basic_map(isl_basic_map_copy(data->expansion));
2426 	set = isl_set_apply(set, expansion);
2427 	it_map = isl_ast_build_map_to_iterator(data->build, set);
2428 	pma = isl_pw_multi_aff_from_map(it_map);
2429 	n = 0;
2430 	if (isl_pw_multi_aff_foreach_piece(pma, &update_n_div, &n) < 0)
2431 		n = -1;
2432 	isl_pw_multi_aff_free(pma);
2433 
2434 	return n;
2435 }
2436 
2437 /* Is the lower bound "lower" with corresponding iteration count "n"
2438  * better than the one stored in "data"?
2439  * If there is no upper bound on the iteration count ("n" is infinity) or
2440  * if the count is too large, then we cannot use this lower bound.
2441  * Otherwise, if there was no previous lower bound or
2442  * if the iteration count of the new lower bound is smaller than
2443  * the iteration count of the previous lower bound, then we consider
2444  * the new lower bound to be better.
2445  * If the iteration count is the same, then compare the number
2446  * of integer divisions that would be needed to express
2447  * the iterator value at the first slice in the unrolling
2448  * according to the lower bound.  If we end up computing this
2449  * number, then store the lowest value in data->n_div.
2450  */
is_better_lower_bound(struct isl_find_unroll_data * data,__isl_keep isl_aff * lower,__isl_keep isl_val * n)2451 static int is_better_lower_bound(struct isl_find_unroll_data *data,
2452 	__isl_keep isl_aff *lower, __isl_keep isl_val *n)
2453 {
2454 	int cmp;
2455 	int n_div;
2456 
2457 	if (!n)
2458 		return -1;
2459 	if (isl_val_is_infty(n))
2460 		return 0;
2461 	if (isl_val_cmp_si(n, INT_MAX) > 0)
2462 		return 0;
2463 	if (!data->lower)
2464 		return 1;
2465 	cmp = isl_val_cmp_si(n, *data->n);
2466 	if (cmp < 0)
2467 		return 1;
2468 	if (cmp > 0)
2469 		return 0;
2470 	if (data->n_div < 0)
2471 		data->n_div = get_expanded_n_div(data, data->lower);
2472 	if (data->n_div < 0)
2473 		return -1;
2474 	if (data->n_div == 0)
2475 		return 0;
2476 	n_div = get_expanded_n_div(data, lower);
2477 	if (n_div < 0)
2478 		return -1;
2479 	if (n_div >= data->n_div)
2480 		return 0;
2481 	data->n_div = n_div;
2482 
2483 	return 1;
2484 }
2485 
2486 /* Check if we can use "c" as a lower bound and if it is better than
2487  * any previously found lower bound.
2488  *
2489  * If "c" does not involve the dimension at the current depth,
2490  * then we cannot use it.
2491  * Otherwise, let "c" be of the form
2492  *
2493  *	i >= f(j)/a
2494  *
2495  * We compute the maximal value of
2496  *
2497  *	-ceil(f(j)/a)) + i + 1
2498  *
2499  * over the domain.  If there is such a value "n", then we know
2500  *
2501  *	-ceil(f(j)/a)) + i + 1 <= n
2502  *
2503  * or
2504  *
2505  *	i < ceil(f(j)/a)) + n
2506  *
2507  * meaning that we can use ceil(f(j)/a)) as a lower bound for unrolling.
2508  * We just need to check if we have found any lower bound before and
2509  * if the new lower bound is better (smaller n or fewer integer divisions)
2510  * than the previously found lower bounds.
2511  */
update_unrolling_lower_bound(struct isl_find_unroll_data * data,__isl_keep isl_constraint * c)2512 static isl_stat update_unrolling_lower_bound(struct isl_find_unroll_data *data,
2513 	__isl_keep isl_constraint *c)
2514 {
2515 	isl_aff *aff, *lower;
2516 	isl_val *max;
2517 	int better;
2518 
2519 	if (!isl_constraint_is_lower_bound(c, isl_dim_set, data->depth))
2520 		return isl_stat_ok;
2521 
2522 	lower = isl_constraint_get_bound(c, isl_dim_set, data->depth);
2523 	lower = isl_aff_ceil(lower);
2524 	aff = isl_aff_copy(lower);
2525 	aff = isl_aff_neg(aff);
2526 	aff = isl_aff_add_coefficient_si(aff, isl_dim_in, data->depth, 1);
2527 	aff = isl_aff_add_constant_si(aff, 1);
2528 	max = isl_set_max_val(data->domain, aff);
2529 	isl_aff_free(aff);
2530 
2531 	better = is_better_lower_bound(data, lower, max);
2532 	if (better < 0 || !better) {
2533 		isl_val_free(max);
2534 		isl_aff_free(lower);
2535 		return better < 0 ? isl_stat_error : isl_stat_ok;
2536 	}
2537 
2538 	isl_aff_free(data->lower);
2539 	data->lower = lower;
2540 	*data->n = isl_val_get_num_si(max);
2541 	isl_val_free(max);
2542 
2543 	return isl_stat_ok;
2544 }
2545 
2546 /* Check if we can use "c" as a lower bound and if it is better than
2547  * any previously found lower bound.
2548  */
constraint_find_unroll(__isl_take isl_constraint * c,void * user)2549 static isl_stat constraint_find_unroll(__isl_take isl_constraint *c, void *user)
2550 {
2551 	struct isl_find_unroll_data *data;
2552 	isl_stat r;
2553 
2554 	data = (struct isl_find_unroll_data *) user;
2555 	r = update_unrolling_lower_bound(data, c);
2556 	isl_constraint_free(c);
2557 
2558 	return r;
2559 }
2560 
2561 /* Look for a lower bound l(i) on the dimension at "depth"
2562  * and a size n such that "domain" is a subset of
2563  *
2564  *	{ [i] : l(i) <= i_d < l(i) + n }
2565  *
2566  * where d is "depth" and l(i) depends only on earlier dimensions.
2567  * Furthermore, try and find a lower bound such that n is as small as possible.
2568  * In particular, "n" needs to be finite.
2569  * "build" is the build in which the unrolling will be performed.
2570  * "expansion" is the expansion that needs to be applied to "domain"
2571  * in the unrolling that will be performed.
2572  *
2573  * Inner dimensions have been eliminated from "domain" by the caller.
2574  *
2575  * We first construct a collection of lower bounds on the input set
2576  * by computing its simple hull.  We then iterate through them,
2577  * discarding those that we cannot use (either because they do not
2578  * involve the dimension at "depth" or because they have no corresponding
2579  * upper bound, meaning that "n" would be unbounded) and pick out the
2580  * best from the remaining ones.
2581  *
2582  * If we cannot find a suitable lower bound, then we consider that
2583  * to be an error.
2584  */
find_unroll_lower_bound(__isl_keep isl_ast_build * build,__isl_keep isl_set * domain,int depth,__isl_keep isl_basic_map * expansion,int * n)2585 static __isl_give isl_aff *find_unroll_lower_bound(
2586 	__isl_keep isl_ast_build *build, __isl_keep isl_set *domain,
2587 	int depth, __isl_keep isl_basic_map *expansion, int *n)
2588 {
2589 	struct isl_find_unroll_data data =
2590 			{ build, domain, depth, expansion, NULL, n, -1 };
2591 	isl_basic_set *hull;
2592 
2593 	hull = isl_set_simple_hull(isl_set_copy(domain));
2594 
2595 	if (isl_basic_set_foreach_constraint(hull,
2596 					    &constraint_find_unroll, &data) < 0)
2597 		goto error;
2598 
2599 	isl_basic_set_free(hull);
2600 
2601 	if (!data.lower)
2602 		isl_die(isl_set_get_ctx(domain), isl_error_invalid,
2603 			"cannot find lower bound for unrolling", return NULL);
2604 
2605 	return data.lower;
2606 error:
2607 	isl_basic_set_free(hull);
2608 	return isl_aff_free(data.lower);
2609 }
2610 
2611 /* Call "fn" on each iteration of the current dimension of "domain".
2612  * If "init" is not NULL, then it is called with the number of
2613  * iterations before any call to "fn".
2614  * Return -1 on failure.
2615  *
2616  * Since we are going to be iterating over the individual values,
2617  * we first check if there are any strides on the current dimension.
2618  * If there is, we rewrite the current dimension i as
2619  *
2620  *		i = stride i' + offset
2621  *
2622  * and then iterate over individual values of i' instead.
2623  *
2624  * We then look for a lower bound on i' and a size such that the domain
2625  * is a subset of
2626  *
2627  *	{ [j,i'] : l(j) <= i' < l(j) + n }
2628  *
2629  * and then take slices of the domain at values of i'
2630  * between l(j) and l(j) + n - 1.
2631  *
2632  * We compute the unshifted simple hull of each slice to ensure that
2633  * we have a single basic set per offset.  The slicing constraint
2634  * may get simplified away before the unshifted simple hull is taken
2635  * and may therefore in some rare cases disappear from the result.
2636  * We therefore explicitly add the constraint back after computing
2637  * the unshifted simple hull to ensure that the basic sets
2638  * remain disjoint.  The constraints that are dropped by taking the hull
2639  * will be taken into account at the next level, as in the case of the
2640  * atomic option.
2641  *
2642  * Finally, we map i' back to i and call "fn".
2643  */
foreach_iteration(__isl_take isl_set * domain,__isl_keep isl_ast_build * build,int (* init)(int n,void * user),int (* fn)(__isl_take isl_basic_set * bset,void * user),void * user)2644 static int foreach_iteration(__isl_take isl_set *domain,
2645 	__isl_keep isl_ast_build *build, int (*init)(int n, void *user),
2646 	int (*fn)(__isl_take isl_basic_set *bset, void *user), void *user)
2647 {
2648 	int i, n;
2649 	isl_bool empty;
2650 	isl_size depth;
2651 	isl_multi_aff *expansion;
2652 	isl_basic_map *bmap;
2653 	isl_aff *lower = NULL;
2654 	isl_ast_build *stride_build;
2655 
2656 	depth = isl_ast_build_get_depth(build);
2657 	if (depth < 0)
2658 		domain = isl_set_free(domain);
2659 
2660 	domain = isl_ast_build_eliminate_inner(build, domain);
2661 	domain = isl_set_intersect(domain, isl_ast_build_get_domain(build));
2662 	stride_build = isl_ast_build_copy(build);
2663 	stride_build = isl_ast_build_detect_strides(stride_build,
2664 							isl_set_copy(domain));
2665 	expansion = isl_ast_build_get_stride_expansion(stride_build);
2666 
2667 	domain = isl_set_preimage_multi_aff(domain,
2668 					    isl_multi_aff_copy(expansion));
2669 	domain = isl_ast_build_eliminate_divs(stride_build, domain);
2670 	isl_ast_build_free(stride_build);
2671 
2672 	bmap = isl_basic_map_from_multi_aff(expansion);
2673 
2674 	empty = isl_set_is_empty(domain);
2675 	if (empty < 0) {
2676 		n = -1;
2677 	} else if (empty) {
2678 		n = 0;
2679 	} else {
2680 		lower = find_unroll_lower_bound(build, domain, depth, bmap, &n);
2681 		if (!lower)
2682 			n = -1;
2683 	}
2684 	if (n >= 0 && init && init(n, user) < 0)
2685 		n = -1;
2686 	for (i = 0; i < n; ++i) {
2687 		isl_set *set;
2688 		isl_basic_set *bset;
2689 		isl_constraint *slice;
2690 
2691 		slice = at_offset(depth, lower, i);
2692 		set = isl_set_copy(domain);
2693 		set = isl_set_add_constraint(set, isl_constraint_copy(slice));
2694 		bset = isl_set_unshifted_simple_hull(set);
2695 		bset = isl_basic_set_add_constraint(bset, slice);
2696 		bset = isl_basic_set_apply(bset, isl_basic_map_copy(bmap));
2697 
2698 		if (fn(bset, user) < 0)
2699 			break;
2700 	}
2701 
2702 	isl_aff_free(lower);
2703 	isl_set_free(domain);
2704 	isl_basic_map_free(bmap);
2705 
2706 	return n < 0 || i < n ? -1 : 0;
2707 }
2708 
2709 /* Data structure for storing the results and the intermediate objects
2710  * of compute_domains.
2711  *
2712  * "list" is the main result of the function and contains a list
2713  * of disjoint basic sets for which code should be generated.
2714  *
2715  * "executed" and "build" are inputs to compute_domains.
2716  * "schedule_domain" is the domain of "executed".
2717  *
2718  * "option" contains the domains at the current depth that should by
2719  * atomic, separated or unrolled.  These domains are as specified by
2720  * the user, except that inner dimensions have been eliminated and
2721  * that they have been made pair-wise disjoint.
2722  *
2723  * "sep_class" contains the user-specified split into separation classes
2724  * specialized to the current depth.
2725  * "done" contains the union of the separation domains that have already
2726  * been handled.
2727  */
2728 struct isl_codegen_domains {
2729 	isl_basic_set_list *list;
2730 
2731 	isl_union_map *executed;
2732 	isl_ast_build *build;
2733 	isl_set *schedule_domain;
2734 
2735 	isl_set *option[4];
2736 
2737 	isl_map *sep_class;
2738 	isl_set *done;
2739 };
2740 
2741 /* Internal data structure for do_unroll.
2742  *
2743  * "domains" stores the results of compute_domains.
2744  * "class_domain" is the original class domain passed to do_unroll.
2745  * "unroll_domain" collects the unrolled iterations.
2746  */
2747 struct isl_ast_unroll_data {
2748 	struct isl_codegen_domains *domains;
2749 	isl_set *class_domain;
2750 	isl_set *unroll_domain;
2751 };
2752 
2753 /* Given an iteration of an unrolled domain represented by "bset",
2754  * add it to data->domains->list.
2755  * Since we may have dropped some constraints, we intersect with
2756  * the class domain again to ensure that each element in the list
2757  * is disjoint from the other class domains.
2758  */
do_unroll_iteration(__isl_take isl_basic_set * bset,void * user)2759 static int do_unroll_iteration(__isl_take isl_basic_set *bset, void *user)
2760 {
2761 	struct isl_ast_unroll_data *data = user;
2762 	isl_set *set;
2763 	isl_basic_set_list *list;
2764 
2765 	set = isl_set_from_basic_set(bset);
2766 	data->unroll_domain = isl_set_union(data->unroll_domain,
2767 					    isl_set_copy(set));
2768 	set = isl_set_intersect(set, isl_set_copy(data->class_domain));
2769 	set = isl_set_make_disjoint(set);
2770 	list = isl_basic_set_list_from_set(set);
2771 	data->domains->list = isl_basic_set_list_concat(data->domains->list,
2772 							list);
2773 
2774 	return 0;
2775 }
2776 
2777 /* Extend domains->list with a list of basic sets, one for each value
2778  * of the current dimension in "domain" and remove the corresponding
2779  * sets from the class domain.  Return the updated class domain.
2780  * The divs that involve the current dimension have not been projected out
2781  * from this domain.
2782  *
2783  * We call foreach_iteration to iterate over the individual values and
2784  * in do_unroll_iteration we collect the individual basic sets in
2785  * domains->list and their union in data->unroll_domain, which is then
2786  * used to update the class domain.
2787  */
do_unroll(struct isl_codegen_domains * domains,__isl_take isl_set * domain,__isl_take isl_set * class_domain)2788 static __isl_give isl_set *do_unroll(struct isl_codegen_domains *domains,
2789 	__isl_take isl_set *domain, __isl_take isl_set *class_domain)
2790 {
2791 	struct isl_ast_unroll_data data;
2792 
2793 	if (!domain)
2794 		return isl_set_free(class_domain);
2795 	if (!class_domain)
2796 		return isl_set_free(domain);
2797 
2798 	data.domains = domains;
2799 	data.class_domain = class_domain;
2800 	data.unroll_domain = isl_set_empty(isl_set_get_space(domain));
2801 
2802 	if (foreach_iteration(domain, domains->build, NULL,
2803 				&do_unroll_iteration, &data) < 0)
2804 		data.unroll_domain = isl_set_free(data.unroll_domain);
2805 
2806 	class_domain = isl_set_subtract(class_domain, data.unroll_domain);
2807 
2808 	return class_domain;
2809 }
2810 
2811 /* Add domains to domains->list for each individual value of the current
2812  * dimension, for that part of the schedule domain that lies in the
2813  * intersection of the option domain and the class domain.
2814  * Remove the corresponding sets from the class domain and
2815  * return the updated class domain.
2816  *
2817  * We first break up the unroll option domain into individual pieces
2818  * and then handle each of them separately.  The unroll option domain
2819  * has been made disjoint in compute_domains_init_options,
2820  *
2821  * Note that we actively want to combine different pieces of the
2822  * schedule domain that have the same value at the current dimension.
2823  * We therefore need to break up the unroll option domain before
2824  * intersecting with class and schedule domain, hoping that the
2825  * unroll option domain specified by the user is relatively simple.
2826  */
compute_unroll_domains(struct isl_codegen_domains * domains,__isl_take isl_set * class_domain)2827 static __isl_give isl_set *compute_unroll_domains(
2828 	struct isl_codegen_domains *domains, __isl_take isl_set *class_domain)
2829 {
2830 	isl_set *unroll_domain;
2831 	isl_basic_set_list *unroll_list;
2832 	int i;
2833 	isl_size n;
2834 	isl_bool empty;
2835 
2836 	empty = isl_set_is_empty(domains->option[isl_ast_loop_unroll]);
2837 	if (empty < 0)
2838 		return isl_set_free(class_domain);
2839 	if (empty)
2840 		return class_domain;
2841 
2842 	unroll_domain = isl_set_copy(domains->option[isl_ast_loop_unroll]);
2843 	unroll_list = isl_basic_set_list_from_set(unroll_domain);
2844 
2845 	n = isl_basic_set_list_n_basic_set(unroll_list);
2846 	if (n < 0)
2847 		class_domain = isl_set_free(class_domain);
2848 	for (i = 0; i < n; ++i) {
2849 		isl_basic_set *bset;
2850 
2851 		bset = isl_basic_set_list_get_basic_set(unroll_list, i);
2852 		unroll_domain = isl_set_from_basic_set(bset);
2853 		unroll_domain = isl_set_intersect(unroll_domain,
2854 						    isl_set_copy(class_domain));
2855 		unroll_domain = isl_set_intersect(unroll_domain,
2856 					isl_set_copy(domains->schedule_domain));
2857 
2858 		empty = isl_set_is_empty(unroll_domain);
2859 		if (empty >= 0 && empty) {
2860 			isl_set_free(unroll_domain);
2861 			continue;
2862 		}
2863 
2864 		class_domain = do_unroll(domains, unroll_domain, class_domain);
2865 	}
2866 
2867 	isl_basic_set_list_free(unroll_list);
2868 
2869 	return class_domain;
2870 }
2871 
2872 /* Try and construct a single basic set that includes the intersection of
2873  * the schedule domain, the atomic option domain and the class domain.
2874  * Add the resulting basic set(s) to domains->list and remove them
2875  * from class_domain.  Return the updated class domain.
2876  *
2877  * We construct a single domain rather than trying to combine
2878  * the schedule domains of individual domains because we are working
2879  * within a single component so that non-overlapping schedule domains
2880  * should already have been separated.
2881  * We do however need to make sure that this single domains is a subset
2882  * of the class domain so that it would not intersect with any other
2883  * class domains.  This means that we may end up splitting up the atomic
2884  * domain in case separation classes are being used.
2885  *
2886  * "domain" is the intersection of the schedule domain and the class domain,
2887  * with inner dimensions projected out.
2888  */
compute_atomic_domain(struct isl_codegen_domains * domains,__isl_take isl_set * class_domain)2889 static __isl_give isl_set *compute_atomic_domain(
2890 	struct isl_codegen_domains *domains, __isl_take isl_set *class_domain)
2891 {
2892 	isl_basic_set *bset;
2893 	isl_basic_set_list *list;
2894 	isl_set *domain, *atomic_domain;
2895 	int empty;
2896 
2897 	domain = isl_set_copy(domains->option[isl_ast_loop_atomic]);
2898 	domain = isl_set_intersect(domain, isl_set_copy(class_domain));
2899 	domain = isl_set_intersect(domain,
2900 				isl_set_copy(domains->schedule_domain));
2901 	empty = isl_set_is_empty(domain);
2902 	if (empty < 0)
2903 		class_domain = isl_set_free(class_domain);
2904 	if (empty) {
2905 		isl_set_free(domain);
2906 		return class_domain;
2907 	}
2908 
2909 	domain = isl_ast_build_eliminate(domains->build, domain);
2910 	domain = isl_set_coalesce_preserve(domain);
2911 	bset = isl_set_unshifted_simple_hull(domain);
2912 	domain = isl_set_from_basic_set(bset);
2913 	atomic_domain = isl_set_copy(domain);
2914 	domain = isl_set_intersect(domain, isl_set_copy(class_domain));
2915 	class_domain = isl_set_subtract(class_domain, atomic_domain);
2916 	domain = isl_set_make_disjoint(domain);
2917 	list = isl_basic_set_list_from_set(domain);
2918 	domains->list = isl_basic_set_list_concat(domains->list, list);
2919 
2920 	return class_domain;
2921 }
2922 
2923 /* Split up the schedule domain into uniform basic sets,
2924  * in the sense that each element in a basic set is associated to
2925  * elements of the same domains, and add the result to domains->list.
2926  * Do this for that part of the schedule domain that lies in the
2927  * intersection of "class_domain" and the separate option domain.
2928  *
2929  * "class_domain" may or may not include the constraints
2930  * of the schedule domain, but this does not make a difference
2931  * since we are going to intersect it with the domain of the inverse schedule.
2932  * If it includes schedule domain constraints, then they may involve
2933  * inner dimensions, but we will eliminate them in separation_domain.
2934  */
compute_separate_domain(struct isl_codegen_domains * domains,__isl_keep isl_set * class_domain)2935 static int compute_separate_domain(struct isl_codegen_domains *domains,
2936 	__isl_keep isl_set *class_domain)
2937 {
2938 	isl_space *space;
2939 	isl_set *domain;
2940 	isl_union_map *executed;
2941 	isl_basic_set_list *list;
2942 	int empty;
2943 
2944 	domain = isl_set_copy(domains->option[isl_ast_loop_separate]);
2945 	domain = isl_set_intersect(domain, isl_set_copy(class_domain));
2946 	executed = isl_union_map_copy(domains->executed);
2947 	executed = isl_union_map_intersect_domain(executed,
2948 				    isl_union_set_from_set(domain));
2949 	empty = isl_union_map_is_empty(executed);
2950 	if (empty < 0 || empty) {
2951 		isl_union_map_free(executed);
2952 		return empty < 0 ? -1 : 0;
2953 	}
2954 
2955 	space = isl_set_get_space(class_domain);
2956 	domain = separate_schedule_domains(space, executed, domains->build);
2957 
2958 	list = isl_basic_set_list_from_set(domain);
2959 	domains->list = isl_basic_set_list_concat(domains->list, list);
2960 
2961 	return 0;
2962 }
2963 
2964 /* Split up the domain at the current depth into disjoint
2965  * basic sets for which code should be generated separately
2966  * for the given separation class domain.
2967  *
2968  * If any separation classes have been defined, then "class_domain"
2969  * is the domain of the current class and does not refer to inner dimensions.
2970  * Otherwise, "class_domain" is the universe domain.
2971  *
2972  * We first make sure that the class domain is disjoint from
2973  * previously considered class domains.
2974  *
2975  * The separate domains can be computed directly from the "class_domain".
2976  *
2977  * The unroll, atomic and remainder domains need the constraints
2978  * from the schedule domain.
2979  *
2980  * For unrolling, the actual schedule domain is needed (with divs that
2981  * may refer to the current dimension) so that stride detection can be
2982  * performed.
2983  *
2984  * For atomic and remainder domains, inner dimensions and divs involving
2985  * the current dimensions should be eliminated.
2986  * In case we are working within a separation class, we need to intersect
2987  * the result with the current "class_domain" to ensure that the domains
2988  * are disjoint from those generated from other class domains.
2989  *
2990  * The domain that has been made atomic may be larger than specified
2991  * by the user since it needs to be representable as a single basic set.
2992  * This possibly larger domain is removed from class_domain by
2993  * compute_atomic_domain.  It is computed first so that the extended domain
2994  * would not overlap with any domains computed before.
2995  * Similary, the unrolled domains may have some constraints removed and
2996  * may therefore also be larger than specified by the user.
2997  *
2998  * If anything is left after handling separate, unroll and atomic,
2999  * we split it up into basic sets and append the basic sets to domains->list.
3000  */
compute_partial_domains(struct isl_codegen_domains * domains,__isl_take isl_set * class_domain)3001 static isl_stat compute_partial_domains(struct isl_codegen_domains *domains,
3002 	__isl_take isl_set *class_domain)
3003 {
3004 	isl_basic_set_list *list;
3005 	isl_set *domain;
3006 
3007 	class_domain = isl_set_subtract(class_domain,
3008 					isl_set_copy(domains->done));
3009 	domains->done = isl_set_union(domains->done,
3010 					isl_set_copy(class_domain));
3011 
3012 	class_domain = compute_atomic_domain(domains, class_domain);
3013 	class_domain = compute_unroll_domains(domains, class_domain);
3014 
3015 	domain = isl_set_copy(class_domain);
3016 
3017 	if (compute_separate_domain(domains, domain) < 0)
3018 		goto error;
3019 	domain = isl_set_subtract(domain,
3020 			isl_set_copy(domains->option[isl_ast_loop_separate]));
3021 
3022 	domain = isl_set_intersect(domain,
3023 				isl_set_copy(domains->schedule_domain));
3024 
3025 	domain = isl_ast_build_eliminate(domains->build, domain);
3026 	domain = isl_set_intersect(domain, isl_set_copy(class_domain));
3027 
3028 	domain = isl_set_coalesce_preserve(domain);
3029 	domain = isl_set_make_disjoint(domain);
3030 
3031 	list = isl_basic_set_list_from_set(domain);
3032 	domains->list = isl_basic_set_list_concat(domains->list, list);
3033 
3034 	isl_set_free(class_domain);
3035 
3036 	return isl_stat_ok;
3037 error:
3038 	isl_set_free(domain);
3039 	isl_set_free(class_domain);
3040 	return isl_stat_error;
3041 }
3042 
3043 /* Split up the domain at the current depth into disjoint
3044  * basic sets for which code should be generated separately
3045  * for the separation class identified by "pnt".
3046  *
3047  * We extract the corresponding class domain from domains->sep_class,
3048  * eliminate inner dimensions and pass control to compute_partial_domains.
3049  */
compute_class_domains(__isl_take isl_point * pnt,void * user)3050 static isl_stat compute_class_domains(__isl_take isl_point *pnt, void *user)
3051 {
3052 	struct isl_codegen_domains *domains = user;
3053 	isl_set *class_set;
3054 	isl_set *domain;
3055 	int disjoint;
3056 
3057 	class_set = isl_set_from_point(pnt);
3058 	domain = isl_map_domain(isl_map_intersect_range(
3059 				isl_map_copy(domains->sep_class), class_set));
3060 	domain = isl_ast_build_compute_gist(domains->build, domain);
3061 	domain = isl_ast_build_eliminate(domains->build, domain);
3062 
3063 	disjoint = isl_set_plain_is_disjoint(domain, domains->schedule_domain);
3064 	if (disjoint < 0)
3065 		return isl_stat_error;
3066 	if (disjoint) {
3067 		isl_set_free(domain);
3068 		return isl_stat_ok;
3069 	}
3070 
3071 	return compute_partial_domains(domains, domain);
3072 }
3073 
3074 /* Extract the domains at the current depth that should be atomic,
3075  * separated or unrolled and store them in option.
3076  *
3077  * The domains specified by the user might overlap, so we make
3078  * them disjoint by subtracting earlier domains from later domains.
3079  */
compute_domains_init_options(isl_set * option[4],__isl_keep isl_ast_build * build)3080 static void compute_domains_init_options(isl_set *option[4],
3081 	__isl_keep isl_ast_build *build)
3082 {
3083 	enum isl_ast_loop_type type, type2;
3084 	isl_set *unroll;
3085 
3086 	for (type = isl_ast_loop_atomic;
3087 	    type <= isl_ast_loop_separate; ++type) {
3088 		option[type] = isl_ast_build_get_option_domain(build, type);
3089 		for (type2 = isl_ast_loop_atomic; type2 < type; ++type2)
3090 			option[type] = isl_set_subtract(option[type],
3091 						isl_set_copy(option[type2]));
3092 	}
3093 
3094 	unroll = option[isl_ast_loop_unroll];
3095 	unroll = isl_set_coalesce(unroll);
3096 	unroll = isl_set_make_disjoint(unroll);
3097 	option[isl_ast_loop_unroll] = unroll;
3098 }
3099 
3100 /* Split up the domain at the current depth into disjoint
3101  * basic sets for which code should be generated separately,
3102  * based on the user-specified options.
3103  * Return the list of disjoint basic sets.
3104  *
3105  * There are three kinds of domains that we need to keep track of.
3106  * - the "schedule domain" is the domain of "executed"
3107  * - the "class domain" is the domain corresponding to the currrent
3108  *	separation class
3109  * - the "option domain" is the domain corresponding to one of the options
3110  *	atomic, unroll or separate
3111  *
3112  * We first consider the individial values of the separation classes
3113  * and split up the domain for each of them separately.
3114  * Finally, we consider the remainder.  If no separation classes were
3115  * specified, then we call compute_partial_domains with the universe
3116  * "class_domain".  Otherwise, we take the "schedule_domain" as "class_domain",
3117  * with inner dimensions removed.  We do this because we want to
3118  * avoid computing the complement of the class domains (i.e., the difference
3119  * between the universe and domains->done).
3120  */
compute_domains(__isl_keep isl_union_map * executed,__isl_keep isl_ast_build * build)3121 static __isl_give isl_basic_set_list *compute_domains(
3122 	__isl_keep isl_union_map *executed, __isl_keep isl_ast_build *build)
3123 {
3124 	struct isl_codegen_domains domains;
3125 	isl_ctx *ctx;
3126 	isl_set *domain;
3127 	isl_union_set *schedule_domain;
3128 	isl_set *classes;
3129 	isl_space *space;
3130 	int n_param;
3131 	enum isl_ast_loop_type type;
3132 	isl_bool empty;
3133 
3134 	if (!executed)
3135 		return NULL;
3136 
3137 	ctx = isl_union_map_get_ctx(executed);
3138 	domains.list = isl_basic_set_list_alloc(ctx, 0);
3139 
3140 	schedule_domain = isl_union_map_domain(isl_union_map_copy(executed));
3141 	domain = isl_set_from_union_set(schedule_domain);
3142 
3143 	compute_domains_init_options(domains.option, build);
3144 
3145 	domains.sep_class = isl_ast_build_get_separation_class(build);
3146 	classes = isl_map_range(isl_map_copy(domains.sep_class));
3147 	n_param = isl_set_dim(classes, isl_dim_param);
3148 	if (n_param < 0)
3149 		classes = isl_set_free(classes);
3150 	classes = isl_set_project_out(classes, isl_dim_param, 0, n_param);
3151 
3152 	space = isl_set_get_space(domain);
3153 	domains.build = build;
3154 	domains.schedule_domain = isl_set_copy(domain);
3155 	domains.executed = executed;
3156 	domains.done = isl_set_empty(space);
3157 
3158 	if (isl_set_foreach_point(classes, &compute_class_domains, &domains) < 0)
3159 		domains.list = isl_basic_set_list_free(domains.list);
3160 	isl_set_free(classes);
3161 
3162 	empty = isl_set_is_empty(domains.done);
3163 	if (empty < 0) {
3164 		domains.list = isl_basic_set_list_free(domains.list);
3165 		domain = isl_set_free(domain);
3166 	} else if (empty) {
3167 		isl_set_free(domain);
3168 		domain = isl_set_universe(isl_set_get_space(domains.done));
3169 	} else {
3170 		domain = isl_ast_build_eliminate(build, domain);
3171 	}
3172 	if (compute_partial_domains(&domains, domain) < 0)
3173 		domains.list = isl_basic_set_list_free(domains.list);
3174 
3175 	isl_set_free(domains.schedule_domain);
3176 	isl_set_free(domains.done);
3177 	isl_map_free(domains.sep_class);
3178 	for (type = isl_ast_loop_atomic; type <= isl_ast_loop_separate; ++type)
3179 		isl_set_free(domains.option[type]);
3180 
3181 	return domains.list;
3182 }
3183 
3184 /* Generate code for a single component, after shifting (if any)
3185  * has been applied, in case the schedule was specified as a union map.
3186  *
3187  * We first split up the domain at the current depth into disjoint
3188  * basic sets based on the user-specified options.
3189  * Then we generated code for each of them and concatenate the results.
3190  */
generate_shifted_component_flat(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)3191 static __isl_give isl_ast_graft_list *generate_shifted_component_flat(
3192 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
3193 {
3194 	isl_basic_set_list *domain_list;
3195 	isl_ast_graft_list *list = NULL;
3196 
3197 	domain_list = compute_domains(executed, build);
3198 	list = generate_parallel_domains(domain_list, executed, build);
3199 
3200 	isl_basic_set_list_free(domain_list);
3201 	isl_union_map_free(executed);
3202 	isl_ast_build_free(build);
3203 
3204 	return list;
3205 }
3206 
3207 /* Generate code for a single component, after shifting (if any)
3208  * has been applied, in case the schedule was specified as a schedule tree
3209  * and the separate option was specified.
3210  *
3211  * We perform separation on the domain of "executed" and then generate
3212  * an AST for each of the resulting disjoint basic sets.
3213  */
generate_shifted_component_tree_separate(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)3214 static __isl_give isl_ast_graft_list *generate_shifted_component_tree_separate(
3215 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
3216 {
3217 	isl_space *space;
3218 	isl_set *domain;
3219 	isl_basic_set_list *domain_list;
3220 	isl_ast_graft_list *list;
3221 
3222 	space = isl_ast_build_get_space(build, 1);
3223 	domain = separate_schedule_domains(space,
3224 					isl_union_map_copy(executed), build);
3225 	domain_list = isl_basic_set_list_from_set(domain);
3226 
3227 	list = generate_parallel_domains(domain_list, executed, build);
3228 
3229 	isl_basic_set_list_free(domain_list);
3230 	isl_union_map_free(executed);
3231 	isl_ast_build_free(build);
3232 
3233 	return list;
3234 }
3235 
3236 /* Internal data structure for generate_shifted_component_tree_unroll.
3237  *
3238  * "executed" and "build" are inputs to generate_shifted_component_tree_unroll.
3239  * "list" collects the constructs grafts.
3240  */
3241 struct isl_ast_unroll_tree_data {
3242 	isl_union_map *executed;
3243 	isl_ast_build *build;
3244 	isl_ast_graft_list *list;
3245 };
3246 
3247 /* Initialize data->list to a list of "n" elements.
3248  */
init_unroll_tree(int n,void * user)3249 static int init_unroll_tree(int n, void *user)
3250 {
3251 	struct isl_ast_unroll_tree_data *data = user;
3252 	isl_ctx *ctx;
3253 
3254 	ctx = isl_ast_build_get_ctx(data->build);
3255 	data->list = isl_ast_graft_list_alloc(ctx, n);
3256 
3257 	return 0;
3258 }
3259 
3260 /* Given an iteration of an unrolled domain represented by "bset",
3261  * generate the corresponding AST and add the result to data->list.
3262  */
do_unroll_tree_iteration(__isl_take isl_basic_set * bset,void * user)3263 static int do_unroll_tree_iteration(__isl_take isl_basic_set *bset, void *user)
3264 {
3265 	struct isl_ast_unroll_tree_data *data = user;
3266 
3267 	data->list = add_node(data->list, isl_union_map_copy(data->executed),
3268 				bset, isl_ast_build_copy(data->build));
3269 
3270 	return 0;
3271 }
3272 
3273 /* Generate code for a single component, after shifting (if any)
3274  * has been applied, in case the schedule was specified as a schedule tree
3275  * and the unroll option was specified.
3276  *
3277  * We call foreach_iteration to iterate over the individual values and
3278  * construct and collect the corresponding grafts in do_unroll_tree_iteration.
3279  */
generate_shifted_component_tree_unroll(__isl_take isl_union_map * executed,__isl_take isl_set * domain,__isl_take isl_ast_build * build)3280 static __isl_give isl_ast_graft_list *generate_shifted_component_tree_unroll(
3281 	__isl_take isl_union_map *executed, __isl_take isl_set *domain,
3282 	__isl_take isl_ast_build *build)
3283 {
3284 	struct isl_ast_unroll_tree_data data = { executed, build, NULL };
3285 
3286 	if (foreach_iteration(domain, build, &init_unroll_tree,
3287 				&do_unroll_tree_iteration, &data) < 0)
3288 		data.list = isl_ast_graft_list_free(data.list);
3289 
3290 	isl_union_map_free(executed);
3291 	isl_ast_build_free(build);
3292 
3293 	return data.list;
3294 }
3295 
3296 /* Does "domain" involve a disjunction that is purely based on
3297  * constraints involving only outer dimension?
3298  *
3299  * In particular, is there a disjunction such that the constraints
3300  * involving the current and later dimensions are the same over
3301  * all the disjuncts?
3302  */
has_pure_outer_disjunction(__isl_keep isl_set * domain,__isl_keep isl_ast_build * build)3303 static isl_bool has_pure_outer_disjunction(__isl_keep isl_set *domain,
3304 	__isl_keep isl_ast_build *build)
3305 {
3306 	isl_basic_set *hull;
3307 	isl_set *shared, *inner;
3308 	isl_bool equal;
3309 	isl_size depth;
3310 	isl_size n;
3311 	isl_size dim;
3312 
3313 	n = isl_set_n_basic_set(domain);
3314 	if (n < 0)
3315 		return isl_bool_error;
3316 	if (n <= 1)
3317 		return isl_bool_false;
3318 	dim = isl_set_dim(domain, isl_dim_set);
3319 	depth = isl_ast_build_get_depth(build);
3320 	if (dim < 0 || depth < 0)
3321 		return isl_bool_error;
3322 
3323 	inner = isl_set_copy(domain);
3324 	inner = isl_set_drop_constraints_not_involving_dims(inner,
3325 					    isl_dim_set, depth, dim - depth);
3326 	hull = isl_set_plain_unshifted_simple_hull(isl_set_copy(inner));
3327 	shared = isl_set_from_basic_set(hull);
3328 	equal = isl_set_plain_is_equal(inner, shared);
3329 	isl_set_free(inner);
3330 	isl_set_free(shared);
3331 
3332 	return equal;
3333 }
3334 
3335 /* Generate code for a single component, after shifting (if any)
3336  * has been applied, in case the schedule was specified as a schedule tree.
3337  * In particular, handle the base case where there is either no isolated
3338  * set or we are within the isolated set (in which case "isolated" is set)
3339  * or the iterations that precede or follow the isolated set.
3340  *
3341  * The schedule domain is broken up or combined into basic sets
3342  * according to the AST generation option specified in the current
3343  * schedule node, which may be either atomic, separate, unroll or
3344  * unspecified.  If the option is unspecified, then we currently simply
3345  * split the schedule domain into disjoint basic sets.
3346  *
3347  * In case the separate option is specified, the AST generation is
3348  * handled by generate_shifted_component_tree_separate.
3349  * In the other cases, we need the global schedule domain.
3350  * In the unroll case, the AST generation is then handled by
3351  * generate_shifted_component_tree_unroll which needs the actual
3352  * schedule domain (with divs that may refer to the current dimension)
3353  * so that stride detection can be performed.
3354  * In the atomic or unspecified case, inner dimensions and divs involving
3355  * the current dimensions should be eliminated.
3356  * The result is then either combined into a single basic set or
3357  * split up into disjoint basic sets.
3358  * Finally an AST is generated for each basic set and the results are
3359  * concatenated.
3360  *
3361  * If the schedule domain involves a disjunction that is purely based on
3362  * constraints involving only outer dimension, then it is treated as
3363  * if atomic was specified.  This ensures that only a single loop
3364  * is generated instead of a sequence of identical loops with
3365  * different guards.
3366  */
generate_shifted_component_tree_base(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build,int isolated)3367 static __isl_give isl_ast_graft_list *generate_shifted_component_tree_base(
3368 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build,
3369 	int isolated)
3370 {
3371 	isl_bool outer_disjunction;
3372 	isl_union_set *schedule_domain;
3373 	isl_set *domain;
3374 	isl_basic_set_list *domain_list;
3375 	isl_ast_graft_list *list;
3376 	enum isl_ast_loop_type type;
3377 
3378 	type = isl_ast_build_get_loop_type(build, isolated);
3379 	if (type < 0)
3380 		goto error;
3381 
3382 	if (type == isl_ast_loop_separate)
3383 		return generate_shifted_component_tree_separate(executed,
3384 								build);
3385 
3386 	schedule_domain = isl_union_map_domain(isl_union_map_copy(executed));
3387 	domain = isl_set_from_union_set(schedule_domain);
3388 
3389 	if (type == isl_ast_loop_unroll)
3390 		return generate_shifted_component_tree_unroll(executed, domain,
3391 								build);
3392 
3393 	domain = isl_ast_build_eliminate(build, domain);
3394 	domain = isl_set_coalesce_preserve(domain);
3395 
3396 	outer_disjunction = has_pure_outer_disjunction(domain, build);
3397 	if (outer_disjunction < 0)
3398 		domain = isl_set_free(domain);
3399 
3400 	if (outer_disjunction || type == isl_ast_loop_atomic) {
3401 		isl_basic_set *hull;
3402 		hull = isl_set_unshifted_simple_hull(domain);
3403 		domain_list = isl_basic_set_list_from_basic_set(hull);
3404 	} else {
3405 		domain = isl_set_make_disjoint(domain);
3406 		domain_list = isl_basic_set_list_from_set(domain);
3407 	}
3408 
3409 	list = generate_parallel_domains(domain_list, executed, build);
3410 
3411 	isl_basic_set_list_free(domain_list);
3412 	isl_union_map_free(executed);
3413 	isl_ast_build_free(build);
3414 
3415 	return list;
3416 error:
3417 	isl_union_map_free(executed);
3418 	isl_ast_build_free(build);
3419 	return NULL;
3420 }
3421 
3422 /* Extract out the disjunction imposed by "domain" on the outer
3423  * schedule dimensions.
3424  *
3425  * In particular, remove all inner dimensions from "domain" (including
3426  * the current dimension) and then remove the constraints that are shared
3427  * by all disjuncts in the result.
3428  */
extract_disjunction(__isl_take isl_set * domain,__isl_keep isl_ast_build * build)3429 static __isl_give isl_set *extract_disjunction(__isl_take isl_set *domain,
3430 	__isl_keep isl_ast_build *build)
3431 {
3432 	isl_set *hull;
3433 	isl_size depth;
3434 	isl_size dim;
3435 
3436 	domain = isl_ast_build_specialize(build, domain);
3437 	depth = isl_ast_build_get_depth(build);
3438 	dim = isl_set_dim(domain, isl_dim_set);
3439 	if (depth < 0 || dim < 0)
3440 		return isl_set_free(domain);
3441 	domain = isl_set_eliminate(domain, isl_dim_set, depth, dim - depth);
3442 	domain = isl_set_remove_unknown_divs(domain);
3443 	hull = isl_set_copy(domain);
3444 	hull = isl_set_from_basic_set(isl_set_unshifted_simple_hull(hull));
3445 	domain = isl_set_gist(domain, hull);
3446 
3447 	return domain;
3448 }
3449 
3450 /* Add "guard" to the grafts in "list".
3451  * "build" is the outer AST build, while "sub_build" includes "guard"
3452  * in its generated domain.
3453  *
3454  * First combine the grafts into a single graft and then add the guard.
3455  * If the list is empty, or if some error occurred, then simply return
3456  * the list.
3457  */
list_add_guard(__isl_take isl_ast_graft_list * list,__isl_keep isl_set * guard,__isl_keep isl_ast_build * build,__isl_keep isl_ast_build * sub_build)3458 static __isl_give isl_ast_graft_list *list_add_guard(
3459 	__isl_take isl_ast_graft_list *list, __isl_keep isl_set *guard,
3460 	__isl_keep isl_ast_build *build, __isl_keep isl_ast_build *sub_build)
3461 {
3462 	isl_ast_graft *graft;
3463 	isl_size n;
3464 
3465 	list = isl_ast_graft_list_fuse(list, sub_build);
3466 
3467 	n = isl_ast_graft_list_n_ast_graft(list);
3468 	if (n < 0)
3469 		return isl_ast_graft_list_free(list);
3470 	if (n != 1)
3471 		return list;
3472 
3473 	graft = isl_ast_graft_list_get_ast_graft(list, 0);
3474 	graft = isl_ast_graft_add_guard(graft, isl_set_copy(guard), build);
3475 	list = isl_ast_graft_list_set_ast_graft(list, 0, graft);
3476 
3477 	return list;
3478 }
3479 
3480 /* Generate code for a single component, after shifting (if any)
3481  * has been applied, in case the schedule was specified as a schedule tree.
3482  * In particular, do so for the specified subset of the schedule domain.
3483  *
3484  * If we are outside of the isolated part, then "domain" may include
3485  * a disjunction.  Explicitly generate this disjunction at this point
3486  * instead of relying on the disjunction getting hoisted back up
3487  * to this level.
3488  */
generate_shifted_component_tree_part(__isl_keep isl_union_map * executed,__isl_take isl_set * domain,__isl_keep isl_ast_build * build,int isolated)3489 static __isl_give isl_ast_graft_list *generate_shifted_component_tree_part(
3490 	__isl_keep isl_union_map *executed, __isl_take isl_set *domain,
3491 	__isl_keep isl_ast_build *build, int isolated)
3492 {
3493 	isl_union_set *uset;
3494 	isl_ast_graft_list *list;
3495 	isl_ast_build *sub_build;
3496 	int empty;
3497 
3498 	uset = isl_union_set_from_set(isl_set_copy(domain));
3499 	executed = isl_union_map_copy(executed);
3500 	executed = isl_union_map_intersect_domain(executed, uset);
3501 	empty = isl_union_map_is_empty(executed);
3502 	if (empty < 0)
3503 		goto error;
3504 	if (empty) {
3505 		isl_ctx *ctx;
3506 		isl_union_map_free(executed);
3507 		isl_set_free(domain);
3508 		ctx = isl_ast_build_get_ctx(build);
3509 		return isl_ast_graft_list_alloc(ctx, 0);
3510 	}
3511 
3512 	sub_build = isl_ast_build_copy(build);
3513 	if (!isolated) {
3514 		domain = extract_disjunction(domain, build);
3515 		sub_build = isl_ast_build_restrict_generated(sub_build,
3516 							isl_set_copy(domain));
3517 	}
3518 	list = generate_shifted_component_tree_base(executed,
3519 				isl_ast_build_copy(sub_build), isolated);
3520 	if (!isolated)
3521 		list = list_add_guard(list, domain, build, sub_build);
3522 	isl_ast_build_free(sub_build);
3523 	isl_set_free(domain);
3524 	return list;
3525 error:
3526 	isl_union_map_free(executed);
3527 	isl_set_free(domain);
3528 	return NULL;
3529 }
3530 
3531 /* Generate code for a single component, after shifting (if any)
3532  * has been applied, in case the schedule was specified as a schedule tree.
3533  * In particular, do so for the specified sequence of subsets
3534  * of the schedule domain, "before", "isolated", "after" and "other",
3535  * where only the "isolated" part is considered to be isolated.
3536  */
generate_shifted_component_parts(__isl_take isl_union_map * executed,__isl_take isl_set * before,__isl_take isl_set * isolated,__isl_take isl_set * after,__isl_take isl_set * other,__isl_take isl_ast_build * build)3537 static __isl_give isl_ast_graft_list *generate_shifted_component_parts(
3538 	__isl_take isl_union_map *executed, __isl_take isl_set *before,
3539 	__isl_take isl_set *isolated, __isl_take isl_set *after,
3540 	__isl_take isl_set *other, __isl_take isl_ast_build *build)
3541 {
3542 	isl_ast_graft_list *list, *res;
3543 
3544 	res = generate_shifted_component_tree_part(executed, before, build, 0);
3545 	list = generate_shifted_component_tree_part(executed, isolated,
3546 						    build, 1);
3547 	res = isl_ast_graft_list_concat(res, list);
3548 	list = generate_shifted_component_tree_part(executed, after, build, 0);
3549 	res = isl_ast_graft_list_concat(res, list);
3550 	list = generate_shifted_component_tree_part(executed, other, build, 0);
3551 	res = isl_ast_graft_list_concat(res, list);
3552 
3553 	isl_union_map_free(executed);
3554 	isl_ast_build_free(build);
3555 
3556 	return res;
3557 }
3558 
3559 /* Does "set" intersect "first", but not "second"?
3560  */
only_intersects_first(__isl_keep isl_set * set,__isl_keep isl_set * first,__isl_keep isl_set * second)3561 static isl_bool only_intersects_first(__isl_keep isl_set *set,
3562 	__isl_keep isl_set *first, __isl_keep isl_set *second)
3563 {
3564 	isl_bool disjoint;
3565 
3566 	disjoint = isl_set_is_disjoint(set, first);
3567 	if (disjoint < 0)
3568 		return isl_bool_error;
3569 	if (disjoint)
3570 		return isl_bool_false;
3571 
3572 	return isl_set_is_disjoint(set, second);
3573 }
3574 
3575 /* Generate code for a single component, after shifting (if any)
3576  * has been applied, in case the schedule was specified as a schedule tree.
3577  * In particular, do so in case of isolation where there is
3578  * only an "isolated" part and an "after" part.
3579  * "dead1" and "dead2" are freed by this function in order to simplify
3580  * the caller.
3581  *
3582  * The "before" and "other" parts are set to empty sets.
3583  */
generate_shifted_component_only_after(__isl_take isl_union_map * executed,__isl_take isl_set * isolated,__isl_take isl_set * after,__isl_take isl_ast_build * build,__isl_take isl_set * dead1,__isl_take isl_set * dead2)3584 static __isl_give isl_ast_graft_list *generate_shifted_component_only_after(
3585 	__isl_take isl_union_map *executed, __isl_take isl_set *isolated,
3586 	__isl_take isl_set *after, __isl_take isl_ast_build *build,
3587 	__isl_take isl_set *dead1, __isl_take isl_set *dead2)
3588 {
3589 	isl_set *empty;
3590 
3591 	empty = isl_set_empty(isl_set_get_space(after));
3592 	isl_set_free(dead1);
3593 	isl_set_free(dead2);
3594 	return generate_shifted_component_parts(executed, isl_set_copy(empty),
3595 						isolated, after, empty, build);
3596 }
3597 
3598 /* Generate code for a single component, after shifting (if any)
3599  * has been applied, in case the schedule was specified as a schedule tree.
3600  *
3601  * We first check if the user has specified an isolated schedule domain
3602  * and that we are not already outside of this isolated schedule domain.
3603  * If so, we break up the schedule domain into iterations that
3604  * precede the isolated domain, the isolated domain itself,
3605  * the iterations that follow the isolated domain and
3606  * the remaining iterations (those that are incomparable
3607  * to the isolated domain).
3608  * We generate an AST for each piece and concatenate the results.
3609  *
3610  * If the isolated domain is not convex, then it is replaced
3611  * by a convex superset to ensure that the sets of preceding and
3612  * following iterations are properly defined and, in particular,
3613  * that there are no intermediate iterations that do not belong
3614  * to the isolated domain.
3615  *
3616  * In the special case where at least one element of the schedule
3617  * domain that does not belong to the isolated domain needs
3618  * to be scheduled after this isolated domain, but none of those
3619  * elements need to be scheduled before, break up the schedule domain
3620  * in only two parts, the isolated domain, and a part that will be
3621  * scheduled after the isolated domain.
3622  *
3623  * If no isolated set has been specified, then we generate an
3624  * AST for the entire inverse schedule.
3625  */
generate_shifted_component_tree(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)3626 static __isl_give isl_ast_graft_list *generate_shifted_component_tree(
3627 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
3628 {
3629 	int i;
3630 	isl_size depth;
3631 	int empty, has_isolate;
3632 	isl_space *space;
3633 	isl_union_set *schedule_domain;
3634 	isl_set *domain;
3635 	isl_basic_set *hull;
3636 	isl_set *isolated, *before, *after, *test;
3637 	isl_map *gt, *lt;
3638 	isl_bool pure;
3639 
3640 	build = isl_ast_build_extract_isolated(build);
3641 	has_isolate = isl_ast_build_has_isolated(build);
3642 	if (has_isolate < 0)
3643 		executed = isl_union_map_free(executed);
3644 	else if (!has_isolate)
3645 		return generate_shifted_component_tree_base(executed, build, 0);
3646 
3647 	schedule_domain = isl_union_map_domain(isl_union_map_copy(executed));
3648 	domain = isl_set_from_union_set(schedule_domain);
3649 
3650 	isolated = isl_ast_build_get_isolated(build);
3651 	isolated = isl_set_intersect(isolated, isl_set_copy(domain));
3652 	test = isl_ast_build_specialize(build, isl_set_copy(isolated));
3653 	empty = isl_set_is_empty(test);
3654 	isl_set_free(test);
3655 	if (empty < 0)
3656 		goto error;
3657 	if (empty) {
3658 		isl_set_free(isolated);
3659 		isl_set_free(domain);
3660 		return generate_shifted_component_tree_base(executed, build, 0);
3661 	}
3662 	depth = isl_ast_build_get_depth(build);
3663 	if (depth < 0)
3664 		goto error;
3665 
3666 	isolated = isl_ast_build_eliminate(build, isolated);
3667 	hull = isl_set_unshifted_simple_hull(isolated);
3668 	isolated = isl_set_from_basic_set(hull);
3669 
3670 	space = isl_space_map_from_set(isl_set_get_space(isolated));
3671 	gt = isl_map_universe(space);
3672 	for (i = 0; i < depth; ++i)
3673 		gt = isl_map_equate(gt, isl_dim_in, i, isl_dim_out, i);
3674 	gt = isl_map_order_gt(gt, isl_dim_in, depth, isl_dim_out, depth);
3675 	lt = isl_map_reverse(isl_map_copy(gt));
3676 	before = isl_set_apply(isl_set_copy(isolated), gt);
3677 	after = isl_set_apply(isl_set_copy(isolated), lt);
3678 
3679 	domain = isl_set_subtract(domain, isl_set_copy(isolated));
3680 	pure = only_intersects_first(domain, after, before);
3681 	if (pure < 0)
3682 		executed = isl_union_map_free(executed);
3683 	else if (pure)
3684 		return generate_shifted_component_only_after(executed, isolated,
3685 						domain, build, before, after);
3686 	domain = isl_set_subtract(domain, isl_set_copy(before));
3687 	domain = isl_set_subtract(domain, isl_set_copy(after));
3688 	after = isl_set_subtract(after, isl_set_copy(isolated));
3689 	after = isl_set_subtract(after, isl_set_copy(before));
3690 	before = isl_set_subtract(before, isl_set_copy(isolated));
3691 
3692 	return generate_shifted_component_parts(executed, before, isolated,
3693 						after, domain, build);
3694 error:
3695 	isl_set_free(domain);
3696 	isl_set_free(isolated);
3697 	isl_union_map_free(executed);
3698 	isl_ast_build_free(build);
3699 	return NULL;
3700 }
3701 
3702 /* Generate code for a single component, after shifting (if any)
3703  * has been applied.
3704  *
3705  * Call generate_shifted_component_tree or generate_shifted_component_flat
3706  * depending on whether the schedule was specified as a schedule tree.
3707  */
generate_shifted_component(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)3708 static __isl_give isl_ast_graft_list *generate_shifted_component(
3709 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
3710 {
3711 	if (isl_ast_build_has_schedule_node(build))
3712 		return generate_shifted_component_tree(executed, build);
3713 	else
3714 		return generate_shifted_component_flat(executed, build);
3715 }
3716 
3717 struct isl_set_map_pair {
3718 	isl_set *set;
3719 	isl_map *map;
3720 };
3721 
3722 /* Given an array "domain" of isl_set_map_pairs and an array "order"
3723  * of indices into the "domain" array,
3724  * return the union of the "map" fields of the elements
3725  * indexed by the first "n" elements of "order".
3726  */
construct_component_executed(struct isl_set_map_pair * domain,int * order,int n)3727 static __isl_give isl_union_map *construct_component_executed(
3728 	struct isl_set_map_pair *domain, int *order, int n)
3729 {
3730 	int i;
3731 	isl_map *map;
3732 	isl_union_map *executed;
3733 
3734 	map = isl_map_copy(domain[order[0]].map);
3735 	executed = isl_union_map_from_map(map);
3736 	for (i = 1; i < n; ++i) {
3737 		map = isl_map_copy(domain[order[i]].map);
3738 		executed = isl_union_map_add_map(executed, map);
3739 	}
3740 
3741 	return executed;
3742 }
3743 
3744 /* Generate code for a single component, after shifting (if any)
3745  * has been applied.
3746  *
3747  * The component inverse schedule is specified as the "map" fields
3748  * of the elements of "domain" indexed by the first "n" elements of "order".
3749  */
generate_shifted_component_from_list(struct isl_set_map_pair * domain,int * order,int n,__isl_take isl_ast_build * build)3750 static __isl_give isl_ast_graft_list *generate_shifted_component_from_list(
3751 	struct isl_set_map_pair *domain, int *order, int n,
3752 	__isl_take isl_ast_build *build)
3753 {
3754 	isl_union_map *executed;
3755 
3756 	executed = construct_component_executed(domain, order, n);
3757 	return generate_shifted_component(executed, build);
3758 }
3759 
3760 /* Does set dimension "pos" of "set" have an obviously fixed value?
3761  */
dim_is_fixed(__isl_keep isl_set * set,int pos)3762 static int dim_is_fixed(__isl_keep isl_set *set, int pos)
3763 {
3764 	int fixed;
3765 	isl_val *v;
3766 
3767 	v = isl_set_plain_get_val_if_fixed(set, isl_dim_set, pos);
3768 	if (!v)
3769 		return -1;
3770 	fixed = !isl_val_is_nan(v);
3771 	isl_val_free(v);
3772 
3773 	return fixed;
3774 }
3775 
3776 /* Given an array "domain" of isl_set_map_pairs and an array "order"
3777  * of indices into the "domain" array,
3778  * do all (except for at most one) of the "set" field of the elements
3779  * indexed by the first "n" elements of "order" have a fixed value
3780  * at position "depth"?
3781  */
at_most_one_non_fixed(struct isl_set_map_pair * domain,int * order,int n,int depth)3782 static int at_most_one_non_fixed(struct isl_set_map_pair *domain,
3783 	int *order, int n, int depth)
3784 {
3785 	int i;
3786 	int non_fixed = -1;
3787 
3788 	for (i = 0; i < n; ++i) {
3789 		int f;
3790 
3791 		f = dim_is_fixed(domain[order[i]].set, depth);
3792 		if (f < 0)
3793 			return -1;
3794 		if (f)
3795 			continue;
3796 		if (non_fixed >= 0)
3797 			return 0;
3798 		non_fixed = i;
3799 	}
3800 
3801 	return 1;
3802 }
3803 
3804 /* Given an array "domain" of isl_set_map_pairs and an array "order"
3805  * of indices into the "domain" array,
3806  * eliminate the inner dimensions from the "set" field of the elements
3807  * indexed by the first "n" elements of "order", provided the current
3808  * dimension does not have a fixed value.
3809  *
3810  * Return the index of the first element in "order" with a corresponding
3811  * "set" field that does not have an (obviously) fixed value.
3812  */
eliminate_non_fixed(struct isl_set_map_pair * domain,int * order,int n,int depth,__isl_keep isl_ast_build * build)3813 static int eliminate_non_fixed(struct isl_set_map_pair *domain,
3814 	int *order, int n, int depth, __isl_keep isl_ast_build *build)
3815 {
3816 	int i;
3817 	int base = -1;
3818 
3819 	for (i = n - 1; i >= 0; --i) {
3820 		int f;
3821 		f = dim_is_fixed(domain[order[i]].set, depth);
3822 		if (f < 0)
3823 			return -1;
3824 		if (f)
3825 			continue;
3826 		domain[order[i]].set = isl_ast_build_eliminate_inner(build,
3827 							domain[order[i]].set);
3828 		base = i;
3829 	}
3830 
3831 	return base;
3832 }
3833 
3834 /* Given an array "domain" of isl_set_map_pairs and an array "order"
3835  * of indices into the "domain" array,
3836  * find the element of "domain" (amongst those indexed by the first "n"
3837  * elements of "order") with the "set" field that has the smallest
3838  * value for the current iterator.
3839  *
3840  * Note that the domain with the smallest value may depend on the parameters
3841  * and/or outer loop dimension.  Since the result of this function is only
3842  * used as heuristic, we only make a reasonable attempt at finding the best
3843  * domain, one that should work in case a single domain provides the smallest
3844  * value for the current dimension over all values of the parameters
3845  * and outer dimensions.
3846  *
3847  * In particular, we compute the smallest value of the first domain
3848  * and replace it by that of any later domain if that later domain
3849  * has a smallest value that is smaller for at least some value
3850  * of the parameters and outer dimensions.
3851  */
first_offset(struct isl_set_map_pair * domain,int * order,int n,__isl_keep isl_ast_build * build)3852 static int first_offset(struct isl_set_map_pair *domain, int *order, int n,
3853 	__isl_keep isl_ast_build *build)
3854 {
3855 	int i;
3856 	isl_map *min_first;
3857 	int first = 0;
3858 
3859 	min_first = isl_ast_build_map_to_iterator(build,
3860 					isl_set_copy(domain[order[0]].set));
3861 	min_first = isl_map_lexmin(min_first);
3862 
3863 	for (i = 1; i < n; ++i) {
3864 		isl_map *min, *test;
3865 		int empty;
3866 
3867 		min = isl_ast_build_map_to_iterator(build,
3868 					isl_set_copy(domain[order[i]].set));
3869 		min = isl_map_lexmin(min);
3870 		test = isl_map_copy(min);
3871 		test = isl_map_apply_domain(isl_map_copy(min_first), test);
3872 		test = isl_map_order_lt(test, isl_dim_in, 0, isl_dim_out, 0);
3873 		empty = isl_map_is_empty(test);
3874 		isl_map_free(test);
3875 		if (empty >= 0 && !empty) {
3876 			isl_map_free(min_first);
3877 			first = i;
3878 			min_first = min;
3879 		} else
3880 			isl_map_free(min);
3881 
3882 		if (empty < 0)
3883 			break;
3884 	}
3885 
3886 	isl_map_free(min_first);
3887 
3888 	return i < n ? -1 : first;
3889 }
3890 
3891 /* Construct a shifted inverse schedule based on the original inverse schedule,
3892  * the stride and the offset.
3893  *
3894  * The original inverse schedule is specified as the "map" fields
3895  * of the elements of "domain" indexed by the first "n" elements of "order".
3896  *
3897  * "stride" and "offset" are such that the difference
3898  * between the values of the current dimension of domain "i"
3899  * and the values of the current dimension for some reference domain are
3900  * equal to
3901  *
3902  *	stride * integer + offset[i]
3903  *
3904  * Moreover, 0 <= offset[i] < stride.
3905  *
3906  * For each domain, we create a map
3907  *
3908  *	{ [..., j, ...] -> [..., j - offset[i], offset[i], ....] }
3909  *
3910  * where j refers to the current dimension and the other dimensions are
3911  * unchanged, and apply this map to the original schedule domain.
3912  *
3913  * For example, for the original schedule
3914  *
3915  *	{ A[i] -> [2i]: 0 <= i < 10; B[i] -> [2i+1] : 0 <= i < 10 }
3916  *
3917  * and assuming the offset is 0 for the A domain and 1 for the B domain,
3918  * we apply the mapping
3919  *
3920  *	{ [j] -> [j, 0] }
3921  *
3922  * to the schedule of the "A" domain and the mapping
3923  *
3924  *	{ [j - 1] -> [j, 1] }
3925  *
3926  * to the schedule of the "B" domain.
3927  *
3928  *
3929  * Note that after the transformation, the differences between pairs
3930  * of values of the current dimension over all domains are multiples
3931  * of stride and that we have therefore exposed the stride.
3932  *
3933  *
3934  * To see that the mapping preserves the lexicographic order,
3935  * first note that each of the individual maps above preserves the order.
3936  * If the value of the current iterator is j1 in one domain and j2 in another,
3937  * then if j1 = j2, we know that the same map is applied to both domains
3938  * and the order is preserved.
3939  * Otherwise, let us assume, without loss of generality, that j1 < j2.
3940  * If c1 >= c2 (with c1 and c2 the corresponding offsets), then
3941  *
3942  *	j1 - c1 < j2 - c2
3943  *
3944  * and the order is preserved.
3945  * If c1 < c2, then we know
3946  *
3947  *	0 <= c2 - c1 < s
3948  *
3949  * We also have
3950  *
3951  *	j2 - j1 = n * s + r
3952  *
3953  * with n >= 0 and 0 <= r < s.
3954  * In other words, r = c2 - c1.
3955  * If n > 0, then
3956  *
3957  *	j1 - c1 < j2 - c2
3958  *
3959  * If n = 0, then
3960  *
3961  *	j1 - c1 = j2 - c2
3962  *
3963  * and so
3964  *
3965  *	(j1 - c1, c1) << (j2 - c2, c2)
3966  *
3967  * with "<<" the lexicographic order, proving that the order is preserved
3968  * in all cases.
3969  */
construct_shifted_executed(struct isl_set_map_pair * domain,int * order,int n,__isl_keep isl_val * stride,__isl_keep isl_multi_val * offset,__isl_keep isl_ast_build * build)3970 static __isl_give isl_union_map *construct_shifted_executed(
3971 	struct isl_set_map_pair *domain, int *order, int n,
3972 	__isl_keep isl_val *stride, __isl_keep isl_multi_val *offset,
3973 	__isl_keep isl_ast_build *build)
3974 {
3975 	int i;
3976 	isl_union_map *executed;
3977 	isl_space *space;
3978 	isl_map *map;
3979 	isl_size depth;
3980 	isl_constraint *c;
3981 
3982 	depth = isl_ast_build_get_depth(build);
3983 	if (depth < 0)
3984 		return NULL;
3985 	space = isl_ast_build_get_space(build, 1);
3986 	executed = isl_union_map_empty(isl_space_copy(space));
3987 	space = isl_space_map_from_set(space);
3988 	map = isl_map_identity(isl_space_copy(space));
3989 	map = isl_map_eliminate(map, isl_dim_out, depth, 1);
3990 	map = isl_map_insert_dims(map, isl_dim_out, depth + 1, 1);
3991 	space = isl_space_insert_dims(space, isl_dim_out, depth + 1, 1);
3992 
3993 	c = isl_constraint_alloc_equality(isl_local_space_from_space(space));
3994 	c = isl_constraint_set_coefficient_si(c, isl_dim_in, depth, 1);
3995 	c = isl_constraint_set_coefficient_si(c, isl_dim_out, depth, -1);
3996 
3997 	for (i = 0; i < n; ++i) {
3998 		isl_map *map_i;
3999 		isl_val *v;
4000 
4001 		v = isl_multi_val_get_val(offset, i);
4002 		if (!v)
4003 			break;
4004 		map_i = isl_map_copy(map);
4005 		map_i = isl_map_fix_val(map_i, isl_dim_out, depth + 1,
4006 					isl_val_copy(v));
4007 		v = isl_val_neg(v);
4008 		c = isl_constraint_set_constant_val(c, v);
4009 		map_i = isl_map_add_constraint(map_i, isl_constraint_copy(c));
4010 
4011 		map_i = isl_map_apply_domain(isl_map_copy(domain[order[i]].map),
4012 						map_i);
4013 		executed = isl_union_map_add_map(executed, map_i);
4014 	}
4015 
4016 	isl_constraint_free(c);
4017 	isl_map_free(map);
4018 
4019 	if (i < n)
4020 		executed = isl_union_map_free(executed);
4021 
4022 	return executed;
4023 }
4024 
4025 /* Generate code for a single component, after exposing the stride,
4026  * given that the schedule domain is "shifted strided".
4027  *
4028  * The component inverse schedule is specified as the "map" fields
4029  * of the elements of "domain" indexed by the first "n" elements of "order".
4030  *
4031  * The schedule domain being "shifted strided" means that the differences
4032  * between the values of the current dimension of domain "i"
4033  * and the values of the current dimension for some reference domain are
4034  * equal to
4035  *
4036  *	stride * integer + offset[i]
4037  *
4038  * We first look for the domain with the "smallest" value for the current
4039  * dimension and adjust the offsets such that the offset of the "smallest"
4040  * domain is equal to zero.  The other offsets are reduced modulo stride.
4041  *
4042  * Based on this information, we construct a new inverse schedule in
4043  * construct_shifted_executed that exposes the stride.
4044  * Since this involves the introduction of a new schedule dimension,
4045  * the build needs to be changed accordingly.
4046  * After computing the AST, the newly introduced dimension needs
4047  * to be removed again from the list of grafts.  We do this by plugging
4048  * in a mapping that represents the new schedule domain in terms of the
4049  * old schedule domain.
4050  */
generate_shift_component(struct isl_set_map_pair * domain,int * order,int n,__isl_keep isl_val * stride,__isl_keep isl_multi_val * offset,__isl_take isl_ast_build * build)4051 static __isl_give isl_ast_graft_list *generate_shift_component(
4052 	struct isl_set_map_pair *domain, int *order, int n,
4053 	__isl_keep isl_val *stride, __isl_keep isl_multi_val *offset,
4054 	__isl_take isl_ast_build *build)
4055 {
4056 	isl_ast_graft_list *list;
4057 	int first;
4058 	isl_size depth;
4059 	isl_val *val;
4060 	isl_multi_val *mv;
4061 	isl_space *space;
4062 	isl_multi_aff *ma, *zero;
4063 	isl_union_map *executed;
4064 
4065 	depth = isl_ast_build_get_depth(build);
4066 
4067 	first = first_offset(domain, order, n, build);
4068 	if (depth < 0 || first < 0)
4069 		goto error;
4070 
4071 	mv = isl_multi_val_copy(offset);
4072 	val = isl_multi_val_get_val(offset, first);
4073 	val = isl_val_neg(val);
4074 	mv = isl_multi_val_add_val(mv, val);
4075 	mv = isl_multi_val_mod_val(mv, isl_val_copy(stride));
4076 
4077 	executed = construct_shifted_executed(domain, order, n, stride, mv,
4078 						build);
4079 	space = isl_ast_build_get_space(build, 1);
4080 	space = isl_space_map_from_set(space);
4081 	ma = isl_multi_aff_identity(isl_space_copy(space));
4082 	space = isl_space_from_domain(isl_space_domain(space));
4083 	space = isl_space_add_dims(space, isl_dim_out, 1);
4084 	zero = isl_multi_aff_zero(space);
4085 	ma = isl_multi_aff_range_splice(ma, depth + 1, zero);
4086 	build = isl_ast_build_insert_dim(build, depth + 1);
4087 	list = generate_shifted_component(executed, build);
4088 
4089 	list = isl_ast_graft_list_preimage_multi_aff(list, ma);
4090 
4091 	isl_multi_val_free(mv);
4092 
4093 	return list;
4094 error:
4095 	isl_ast_build_free(build);
4096 	return NULL;
4097 }
4098 
4099 /* Does any node in the schedule tree rooted at the current schedule node
4100  * of "build" depend on outer schedule nodes?
4101  */
has_anchored_subtree(__isl_keep isl_ast_build * build)4102 static int has_anchored_subtree(__isl_keep isl_ast_build *build)
4103 {
4104 	isl_schedule_node *node;
4105 	int dependent = 0;
4106 
4107 	node = isl_ast_build_get_schedule_node(build);
4108 	dependent = isl_schedule_node_is_subtree_anchored(node);
4109 	isl_schedule_node_free(node);
4110 
4111 	return dependent;
4112 }
4113 
4114 /* Generate code for a single component.
4115  *
4116  * The component inverse schedule is specified as the "map" fields
4117  * of the elements of "domain" indexed by the first "n" elements of "order".
4118  *
4119  * This function may modify the "set" fields of "domain".
4120  *
4121  * Before proceeding with the actual code generation for the component,
4122  * we first check if there are any "shifted" strides, meaning that
4123  * the schedule domains of the individual domains are all strided,
4124  * but that they have different offsets, resulting in the union
4125  * of schedule domains not being strided anymore.
4126  *
4127  * The simplest example is the schedule
4128  *
4129  *	{ A[i] -> [2i]: 0 <= i < 10; B[i] -> [2i+1] : 0 <= i < 10 }
4130  *
4131  * Both schedule domains are strided, but their union is not.
4132  * This function detects such cases and then rewrites the schedule to
4133  *
4134  *	{ A[i] -> [2i, 0]: 0 <= i < 10; B[i] -> [2i, 1] : 0 <= i < 10 }
4135  *
4136  * In the new schedule, the schedule domains have the same offset (modulo
4137  * the stride), ensuring that the union of schedule domains is also strided.
4138  *
4139  *
4140  * If there is only a single domain in the component, then there is
4141  * nothing to do.   Similarly, if the current schedule dimension has
4142  * a fixed value for almost all domains then there is nothing to be done.
4143  * In particular, we need at least two domains where the current schedule
4144  * dimension does not have a fixed value.
4145  * Finally, in case of a schedule map input,
4146  * if any of the options refer to the current schedule dimension,
4147  * then we bail out as well.  It would be possible to reformulate the options
4148  * in terms of the new schedule domain, but that would introduce constraints
4149  * that separate the domains in the options and that is something we would
4150  * like to avoid.
4151  * In the case of a schedule tree input, we bail out if any of
4152  * the descendants of the current schedule node refer to outer
4153  * schedule nodes in any way.
4154  *
4155  *
4156  * To see if there is any shifted stride, we look at the differences
4157  * between the values of the current dimension in pairs of domains
4158  * for equal values of outer dimensions.  These differences should be
4159  * of the form
4160  *
4161  *	m x + r
4162  *
4163  * with "m" the stride and "r" a constant.  Note that we cannot perform
4164  * this analysis on individual domains as the lower bound in each domain
4165  * may depend on parameters or outer dimensions and so the current dimension
4166  * itself may not have a fixed remainder on division by the stride.
4167  *
4168  * In particular, we compare the first domain that does not have an
4169  * obviously fixed value for the current dimension to itself and all
4170  * other domains and collect the offsets and the gcd of the strides.
4171  * If the gcd becomes one, then we failed to find shifted strides.
4172  * If the gcd is zero, then the differences were all fixed, meaning
4173  * that some domains had non-obviously fixed values for the current dimension.
4174  * If all the offsets are the same (for those domains that do not have
4175  * an obviously fixed value for the current dimension), then we do not
4176  * apply the transformation.
4177  * If none of the domains were skipped, then there is nothing to do.
4178  * If some of them were skipped, then if we apply separation, the schedule
4179  * domain should get split in pieces with a (non-shifted) stride.
4180  *
4181  * Otherwise, we apply a shift to expose the stride in
4182  * generate_shift_component.
4183  */
generate_component(struct isl_set_map_pair * domain,int * order,int n,__isl_take isl_ast_build * build)4184 static __isl_give isl_ast_graft_list *generate_component(
4185 	struct isl_set_map_pair *domain, int *order, int n,
4186 	__isl_take isl_ast_build *build)
4187 {
4188 	int i, d;
4189 	isl_size depth;
4190 	isl_ctx *ctx;
4191 	isl_map *map;
4192 	isl_set *deltas;
4193 	isl_val *gcd = NULL;
4194 	isl_multi_val *mv;
4195 	int fixed, skip;
4196 	int base;
4197 	isl_ast_graft_list *list;
4198 	int res = 0;
4199 
4200 	depth = isl_ast_build_get_depth(build);
4201 	if (depth < 0)
4202 		goto error;
4203 
4204 	skip = n == 1;
4205 	if (skip >= 0 && !skip)
4206 		skip = at_most_one_non_fixed(domain, order, n, depth);
4207 	if (skip >= 0 && !skip) {
4208 		if (isl_ast_build_has_schedule_node(build))
4209 			skip = has_anchored_subtree(build);
4210 		else
4211 			skip = isl_ast_build_options_involve_depth(build);
4212 	}
4213 	if (skip < 0)
4214 		goto error;
4215 	if (skip)
4216 		return generate_shifted_component_from_list(domain,
4217 							    order, n, build);
4218 
4219 	base = eliminate_non_fixed(domain, order, n, depth, build);
4220 	if (base < 0)
4221 		goto error;
4222 
4223 	ctx = isl_ast_build_get_ctx(build);
4224 
4225 	mv = isl_multi_val_zero(isl_space_set_alloc(ctx, 0, n));
4226 
4227 	fixed = 1;
4228 	for (i = 0; i < n; ++i) {
4229 		isl_val *r, *m;
4230 
4231 		map = isl_map_from_domain_and_range(
4232 					isl_set_copy(domain[order[base]].set),
4233 					isl_set_copy(domain[order[i]].set));
4234 		for (d = 0; d < depth; ++d)
4235 			map = isl_map_equate(map, isl_dim_in, d,
4236 						    isl_dim_out, d);
4237 		deltas = isl_map_deltas(map);
4238 		res = isl_set_dim_residue_class_val(deltas, depth, &m, &r);
4239 		isl_set_free(deltas);
4240 		if (res < 0)
4241 			break;
4242 
4243 		if (i == 0)
4244 			gcd = m;
4245 		else
4246 			gcd = isl_val_gcd(gcd, m);
4247 		if (isl_val_is_one(gcd)) {
4248 			isl_val_free(r);
4249 			break;
4250 		}
4251 		mv = isl_multi_val_set_val(mv, i, r);
4252 
4253 		res = dim_is_fixed(domain[order[i]].set, depth);
4254 		if (res < 0)
4255 			break;
4256 		if (res)
4257 			continue;
4258 
4259 		if (fixed && i > base) {
4260 			isl_val *a, *b;
4261 			a = isl_multi_val_get_val(mv, i);
4262 			b = isl_multi_val_get_val(mv, base);
4263 			if (isl_val_ne(a, b))
4264 				fixed = 0;
4265 			isl_val_free(a);
4266 			isl_val_free(b);
4267 		}
4268 	}
4269 
4270 	if (res < 0 || !gcd) {
4271 		isl_ast_build_free(build);
4272 		list = NULL;
4273 	} else if (i < n || fixed || isl_val_is_zero(gcd)) {
4274 		list = generate_shifted_component_from_list(domain,
4275 							    order, n, build);
4276 	} else {
4277 		list = generate_shift_component(domain, order, n, gcd, mv,
4278 						build);
4279 	}
4280 
4281 	isl_val_free(gcd);
4282 	isl_multi_val_free(mv);
4283 
4284 	return list;
4285 error:
4286 	isl_ast_build_free(build);
4287 	return NULL;
4288 }
4289 
4290 /* Store both "map" itself and its domain in the
4291  * structure pointed to by *next and advance to the next array element.
4292  */
extract_domain(__isl_take isl_map * map,void * user)4293 static isl_stat extract_domain(__isl_take isl_map *map, void *user)
4294 {
4295 	struct isl_set_map_pair **next = user;
4296 
4297 	(*next)->map = isl_map_copy(map);
4298 	(*next)->set = isl_map_domain(map);
4299 	(*next)++;
4300 
4301 	return isl_stat_ok;
4302 }
4303 
4304 static isl_bool after_in_tree(__isl_keep isl_union_map *umap,
4305 	__isl_keep isl_schedule_node *node);
4306 
4307 /* Is any domain element of "umap" scheduled after any of
4308  * the corresponding image elements by the tree rooted at
4309  * the child of "node"?
4310  */
after_in_child(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4311 static isl_bool after_in_child(__isl_keep isl_union_map *umap,
4312 	__isl_keep isl_schedule_node *node)
4313 {
4314 	isl_schedule_node *child;
4315 	isl_bool after;
4316 
4317 	child = isl_schedule_node_get_child(node, 0);
4318 	after = after_in_tree(umap, child);
4319 	isl_schedule_node_free(child);
4320 
4321 	return after;
4322 }
4323 
4324 /* Is any domain element of "umap" scheduled after any of
4325  * the corresponding image elements by the tree rooted at
4326  * the band node "node"?
4327  *
4328  * We first check if any domain element is scheduled after any
4329  * of the corresponding image elements by the band node itself.
4330  * If not, we restrict "map" to those pairs of element that
4331  * are scheduled together by the band node and continue with
4332  * the child of the band node.
4333  * If there are no such pairs then the map passed to after_in_child
4334  * will be empty causing it to return 0.
4335  */
after_in_band(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4336 static isl_bool after_in_band(__isl_keep isl_union_map *umap,
4337 	__isl_keep isl_schedule_node *node)
4338 {
4339 	isl_multi_union_pw_aff *mupa;
4340 	isl_union_map *partial, *test, *gt, *universe, *umap1, *umap2;
4341 	isl_union_set *domain, *range;
4342 	isl_space *space;
4343 	isl_bool empty;
4344 	isl_bool after;
4345 	isl_size n;
4346 
4347 	n = isl_schedule_node_band_n_member(node);
4348 	if (n < 0)
4349 		return isl_bool_error;
4350 	if (n == 0)
4351 		return after_in_child(umap, node);
4352 
4353 	mupa = isl_schedule_node_band_get_partial_schedule(node);
4354 	space = isl_multi_union_pw_aff_get_space(mupa);
4355 	partial = isl_union_map_from_multi_union_pw_aff(mupa);
4356 	test = isl_union_map_copy(umap);
4357 	test = isl_union_map_apply_domain(test, isl_union_map_copy(partial));
4358 	test = isl_union_map_apply_range(test, isl_union_map_copy(partial));
4359 	gt = isl_union_map_from_map(isl_map_lex_gt(space));
4360 	test = isl_union_map_intersect(test, gt);
4361 	empty = isl_union_map_is_empty(test);
4362 	isl_union_map_free(test);
4363 
4364 	if (empty < 0 || !empty) {
4365 		isl_union_map_free(partial);
4366 		return isl_bool_not(empty);
4367 	}
4368 
4369 	universe = isl_union_map_universe(isl_union_map_copy(umap));
4370 	domain = isl_union_map_domain(isl_union_map_copy(universe));
4371 	range = isl_union_map_range(universe);
4372 	umap1 = isl_union_map_copy(partial);
4373 	umap1 = isl_union_map_intersect_domain(umap1, domain);
4374 	umap2 = isl_union_map_intersect_domain(partial, range);
4375 	test = isl_union_map_apply_range(umap1, isl_union_map_reverse(umap2));
4376 	test = isl_union_map_intersect(test, isl_union_map_copy(umap));
4377 	after = after_in_child(test, node);
4378 	isl_union_map_free(test);
4379 	return after;
4380 }
4381 
4382 /* Is any domain element of "umap" scheduled after any of
4383  * the corresponding image elements by the tree rooted at
4384  * the context node "node"?
4385  *
4386  * The context constraints apply to the schedule domain,
4387  * so we cannot apply them directly to "umap", which contains
4388  * pairs of statement instances.  Instead, we add them
4389  * to the range of the prefix schedule for both domain and
4390  * range of "umap".
4391  */
after_in_context(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4392 static isl_bool after_in_context(__isl_keep isl_union_map *umap,
4393 	__isl_keep isl_schedule_node *node)
4394 {
4395 	isl_union_map *prefix, *universe, *umap1, *umap2;
4396 	isl_union_set *domain, *range;
4397 	isl_set *context;
4398 	isl_bool after;
4399 
4400 	umap = isl_union_map_copy(umap);
4401 	context = isl_schedule_node_context_get_context(node);
4402 	prefix = isl_schedule_node_get_prefix_schedule_union_map(node);
4403 	universe = isl_union_map_universe(isl_union_map_copy(umap));
4404 	domain = isl_union_map_domain(isl_union_map_copy(universe));
4405 	range = isl_union_map_range(universe);
4406 	umap1 = isl_union_map_copy(prefix);
4407 	umap1 = isl_union_map_intersect_domain(umap1, domain);
4408 	umap2 = isl_union_map_intersect_domain(prefix, range);
4409 	umap1 = isl_union_map_intersect_range(umap1,
4410 					    isl_union_set_from_set(context));
4411 	umap1 = isl_union_map_apply_range(umap1, isl_union_map_reverse(umap2));
4412 	umap = isl_union_map_intersect(umap, umap1);
4413 
4414 	after = after_in_child(umap, node);
4415 
4416 	isl_union_map_free(umap);
4417 
4418 	return after;
4419 }
4420 
4421 /* Is any domain element of "umap" scheduled after any of
4422  * the corresponding image elements by the tree rooted at
4423  * the expansion node "node"?
4424  *
4425  * We apply the expansion to domain and range of "umap" and
4426  * continue with its child.
4427  */
after_in_expansion(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4428 static isl_bool after_in_expansion(__isl_keep isl_union_map *umap,
4429 	__isl_keep isl_schedule_node *node)
4430 {
4431 	isl_union_map *expansion;
4432 	isl_bool after;
4433 
4434 	expansion = isl_schedule_node_expansion_get_expansion(node);
4435 	umap = isl_union_map_copy(umap);
4436 	umap = isl_union_map_apply_domain(umap, isl_union_map_copy(expansion));
4437 	umap = isl_union_map_apply_range(umap, expansion);
4438 
4439 	after = after_in_child(umap, node);
4440 
4441 	isl_union_map_free(umap);
4442 
4443 	return after;
4444 }
4445 
4446 /* Is any domain element of "umap" scheduled after any of
4447  * the corresponding image elements by the tree rooted at
4448  * the extension node "node"?
4449  *
4450  * Since the extension node may add statement instances before or
4451  * after the pairs of statement instances in "umap", we return isl_bool_true
4452  * to ensure that these pairs are not broken up.
4453  */
after_in_extension(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4454 static isl_bool after_in_extension(__isl_keep isl_union_map *umap,
4455 	__isl_keep isl_schedule_node *node)
4456 {
4457 	return isl_bool_true;
4458 }
4459 
4460 /* Is any domain element of "umap" scheduled after any of
4461  * the corresponding image elements by the tree rooted at
4462  * the filter node "node"?
4463  *
4464  * We intersect domain and range of "umap" with the filter and
4465  * continue with its child.
4466  */
after_in_filter(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4467 static isl_bool after_in_filter(__isl_keep isl_union_map *umap,
4468 	__isl_keep isl_schedule_node *node)
4469 {
4470 	isl_union_set *filter;
4471 	isl_bool after;
4472 
4473 	umap = isl_union_map_copy(umap);
4474 	filter = isl_schedule_node_filter_get_filter(node);
4475 	umap = isl_union_map_intersect_domain(umap, isl_union_set_copy(filter));
4476 	umap = isl_union_map_intersect_range(umap, filter);
4477 
4478 	after = after_in_child(umap, node);
4479 
4480 	isl_union_map_free(umap);
4481 
4482 	return after;
4483 }
4484 
4485 /* Is any domain element of "umap" scheduled after any of
4486  * the corresponding image elements by the tree rooted at
4487  * the set node "node"?
4488  *
4489  * This is only the case if this condition holds in any
4490  * of the (filter) children of the set node.
4491  * In particular, if the domain and the range of "umap"
4492  * are contained in different children, then the condition
4493  * does not hold.
4494  */
after_in_set(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4495 static isl_bool after_in_set(__isl_keep isl_union_map *umap,
4496 	__isl_keep isl_schedule_node *node)
4497 {
4498 	int i;
4499 	isl_size n;
4500 
4501 	n = isl_schedule_node_n_children(node);
4502 	if (n < 0)
4503 		return isl_bool_error;
4504 	for (i = 0; i < n; ++i) {
4505 		isl_schedule_node *child;
4506 		isl_bool after;
4507 
4508 		child = isl_schedule_node_get_child(node, i);
4509 		after = after_in_tree(umap, child);
4510 		isl_schedule_node_free(child);
4511 
4512 		if (after < 0 || after)
4513 			return after;
4514 	}
4515 
4516 	return isl_bool_false;
4517 }
4518 
4519 /* Return the filter of child "i" of "node".
4520  */
child_filter(__isl_keep isl_schedule_node * node,int i)4521 static __isl_give isl_union_set *child_filter(
4522 	__isl_keep isl_schedule_node *node, int i)
4523 {
4524 	isl_schedule_node *child;
4525 	isl_union_set *filter;
4526 
4527 	child = isl_schedule_node_get_child(node, i);
4528 	filter = isl_schedule_node_filter_get_filter(child);
4529 	isl_schedule_node_free(child);
4530 
4531 	return filter;
4532 }
4533 
4534 /* Is any domain element of "umap" scheduled after any of
4535  * the corresponding image elements by the tree rooted at
4536  * the sequence node "node"?
4537  *
4538  * This happens in particular if any domain element is
4539  * contained in a later child than one containing a range element or
4540  * if the condition holds within a given child in the sequence.
4541  * The later part of the condition is checked by after_in_set.
4542  */
after_in_sequence(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4543 static isl_bool after_in_sequence(__isl_keep isl_union_map *umap,
4544 	__isl_keep isl_schedule_node *node)
4545 {
4546 	int i, j;
4547 	isl_size n;
4548 	isl_union_map *umap_i;
4549 	isl_bool empty;
4550 	isl_bool after = isl_bool_false;
4551 
4552 	n = isl_schedule_node_n_children(node);
4553 	if (n < 0)
4554 		return isl_bool_error;
4555 	for (i = 1; i < n; ++i) {
4556 		isl_union_set *filter_i;
4557 
4558 		umap_i = isl_union_map_copy(umap);
4559 		filter_i = child_filter(node, i);
4560 		umap_i = isl_union_map_intersect_domain(umap_i, filter_i);
4561 		empty = isl_union_map_is_empty(umap_i);
4562 		if (empty < 0)
4563 			goto error;
4564 		if (empty) {
4565 			isl_union_map_free(umap_i);
4566 			continue;
4567 		}
4568 
4569 		for (j = 0; j < i; ++j) {
4570 			isl_union_set *filter_j;
4571 			isl_union_map *umap_ij;
4572 
4573 			umap_ij = isl_union_map_copy(umap_i);
4574 			filter_j = child_filter(node, j);
4575 			umap_ij = isl_union_map_intersect_range(umap_ij,
4576 								filter_j);
4577 			empty = isl_union_map_is_empty(umap_ij);
4578 			isl_union_map_free(umap_ij);
4579 
4580 			if (empty < 0)
4581 				goto error;
4582 			if (!empty)
4583 				after = isl_bool_true;
4584 			if (after)
4585 				break;
4586 		}
4587 
4588 		isl_union_map_free(umap_i);
4589 		if (after)
4590 			break;
4591 	}
4592 
4593 	if (after < 0 || after)
4594 		return after;
4595 
4596 	return after_in_set(umap, node);
4597 error:
4598 	isl_union_map_free(umap_i);
4599 	return isl_bool_error;
4600 }
4601 
4602 /* Is any domain element of "umap" scheduled after any of
4603  * the corresponding image elements by the tree rooted at "node"?
4604  *
4605  * If "umap" is empty, then clearly there is no such element.
4606  * Otherwise, consider the different types of nodes separately.
4607  */
after_in_tree(__isl_keep isl_union_map * umap,__isl_keep isl_schedule_node * node)4608 static isl_bool after_in_tree(__isl_keep isl_union_map *umap,
4609 	__isl_keep isl_schedule_node *node)
4610 {
4611 	isl_bool empty;
4612 	enum isl_schedule_node_type type;
4613 
4614 	empty = isl_union_map_is_empty(umap);
4615 	if (empty < 0)
4616 		return isl_bool_error;
4617 	if (empty)
4618 		return isl_bool_false;
4619 	if (!node)
4620 		return isl_bool_error;
4621 
4622 	type = isl_schedule_node_get_type(node);
4623 	switch (type) {
4624 	case isl_schedule_node_error:
4625 		return isl_bool_error;
4626 	case isl_schedule_node_leaf:
4627 		return isl_bool_false;
4628 	case isl_schedule_node_band:
4629 		return after_in_band(umap, node);
4630 	case isl_schedule_node_domain:
4631 		isl_die(isl_schedule_node_get_ctx(node), isl_error_internal,
4632 			"unexpected internal domain node",
4633 			return isl_bool_error);
4634 	case isl_schedule_node_context:
4635 		return after_in_context(umap, node);
4636 	case isl_schedule_node_expansion:
4637 		return after_in_expansion(umap, node);
4638 	case isl_schedule_node_extension:
4639 		return after_in_extension(umap, node);
4640 	case isl_schedule_node_filter:
4641 		return after_in_filter(umap, node);
4642 	case isl_schedule_node_guard:
4643 	case isl_schedule_node_mark:
4644 		return after_in_child(umap, node);
4645 	case isl_schedule_node_set:
4646 		return after_in_set(umap, node);
4647 	case isl_schedule_node_sequence:
4648 		return after_in_sequence(umap, node);
4649 	}
4650 
4651 	return isl_bool_true;
4652 }
4653 
4654 /* Is any domain element of "map1" scheduled after any domain
4655  * element of "map2" by the subtree underneath the current band node,
4656  * while at the same time being scheduled together by the current
4657  * band node, i.e., by "map1" and "map2?
4658  *
4659  * If the child of the current band node is a leaf, then
4660  * no element can be scheduled after any other element.
4661  *
4662  * Otherwise, we construct a relation between domain elements
4663  * of "map1" and domain elements of "map2" that are scheduled
4664  * together and then check if the subtree underneath the current
4665  * band node determines their relative order.
4666  */
after_in_subtree(__isl_keep isl_ast_build * build,__isl_keep isl_map * map1,__isl_keep isl_map * map2)4667 static isl_bool after_in_subtree(__isl_keep isl_ast_build *build,
4668 	__isl_keep isl_map *map1, __isl_keep isl_map *map2)
4669 {
4670 	isl_schedule_node *node;
4671 	isl_map *map;
4672 	isl_union_map *umap;
4673 	isl_bool after;
4674 
4675 	node = isl_ast_build_get_schedule_node(build);
4676 	if (!node)
4677 		return isl_bool_error;
4678 	node = isl_schedule_node_child(node, 0);
4679 	if (isl_schedule_node_get_type(node) == isl_schedule_node_leaf) {
4680 		isl_schedule_node_free(node);
4681 		return isl_bool_false;
4682 	}
4683 	map = isl_map_copy(map2);
4684 	map = isl_map_apply_domain(map, isl_map_copy(map1));
4685 	umap = isl_union_map_from_map(map);
4686 	after = after_in_tree(umap, node);
4687 	isl_union_map_free(umap);
4688 	isl_schedule_node_free(node);
4689 	return after;
4690 }
4691 
4692 /* Internal data for any_scheduled_after.
4693  *
4694  * "build" is the build in which the AST is constructed.
4695  * "depth" is the number of loops that have already been generated
4696  * "group_coscheduled" is a local copy of options->ast_build_group_coscheduled
4697  * "domain" is an array of set-map pairs corresponding to the different
4698  * iteration domains.  The set is the schedule domain, i.e., the domain
4699  * of the inverse schedule, while the map is the inverse schedule itself.
4700  */
4701 struct isl_any_scheduled_after_data {
4702 	isl_ast_build *build;
4703 	int depth;
4704 	int group_coscheduled;
4705 	struct isl_set_map_pair *domain;
4706 };
4707 
4708 /* Is any element of domain "i" scheduled after any element of domain "j"
4709  * (for a common iteration of the first data->depth loops)?
4710  *
4711  * data->domain[i].set contains the domain of the inverse schedule
4712  * for domain "i", i.e., elements in the schedule domain.
4713  *
4714  * If we are inside a band of a schedule tree and there is a pair
4715  * of elements in the two domains that is schedule together by
4716  * the current band, then we check if any element of "i" may be schedule
4717  * after element of "j" by the descendants of the band node.
4718  *
4719  * If data->group_coscheduled is set, then we also return 1 if there
4720  * is any pair of elements in the two domains that are scheduled together.
4721  */
any_scheduled_after(int i,int j,void * user)4722 static isl_bool any_scheduled_after(int i, int j, void *user)
4723 {
4724 	struct isl_any_scheduled_after_data *data = user;
4725 	isl_size dim = isl_set_dim(data->domain[i].set, isl_dim_set);
4726 	int pos;
4727 
4728 	if (dim < 0)
4729 		return isl_bool_error;
4730 
4731 	for (pos = data->depth; pos < dim; ++pos) {
4732 		int follows;
4733 
4734 		follows = isl_set_follows_at(data->domain[i].set,
4735 						data->domain[j].set, pos);
4736 
4737 		if (follows < -1)
4738 			return isl_bool_error;
4739 		if (follows > 0)
4740 			return isl_bool_true;
4741 		if (follows < 0)
4742 			return isl_bool_false;
4743 	}
4744 
4745 	if (isl_ast_build_has_schedule_node(data->build)) {
4746 		isl_bool after;
4747 
4748 		after = after_in_subtree(data->build, data->domain[i].map,
4749 					    data->domain[j].map);
4750 		if (after < 0 || after)
4751 			return after;
4752 	}
4753 
4754 	return isl_bool_ok(data->group_coscheduled);
4755 }
4756 
4757 /* Look for independent components at the current depth and generate code
4758  * for each component separately.  The resulting lists of grafts are
4759  * merged in an attempt to combine grafts with identical guards.
4760  *
4761  * Code for two domains can be generated separately if all the elements
4762  * of one domain are scheduled before (or together with) all the elements
4763  * of the other domain.  We therefore consider the graph with as nodes
4764  * the domains and an edge between two nodes if any element of the first
4765  * node is scheduled after any element of the second node.
4766  * If the ast_build_group_coscheduled is set, then we also add an edge if
4767  * there is any pair of elements in the two domains that are scheduled
4768  * together.
4769  * Code is then generated (by generate_component)
4770  * for each of the strongly connected components in this graph
4771  * in their topological order.
4772  *
4773  * Since the test is performed on the domain of the inverse schedules of
4774  * the different domains, we precompute these domains and store
4775  * them in data.domain.
4776  */
generate_components(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)4777 static __isl_give isl_ast_graft_list *generate_components(
4778 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
4779 {
4780 	int i;
4781 	isl_ctx *ctx = isl_ast_build_get_ctx(build);
4782 	isl_size n = isl_union_map_n_map(executed);
4783 	isl_size depth;
4784 	struct isl_any_scheduled_after_data data;
4785 	struct isl_set_map_pair *next;
4786 	struct isl_tarjan_graph *g = NULL;
4787 	isl_ast_graft_list *list = NULL;
4788 	int n_domain = 0;
4789 
4790 	data.domain = NULL;
4791 	if (n < 0)
4792 		goto error;
4793 	data.domain = isl_calloc_array(ctx, struct isl_set_map_pair, n);
4794 	if (!data.domain)
4795 		goto error;
4796 	n_domain = n;
4797 
4798 	next = data.domain;
4799 	if (isl_union_map_foreach_map(executed, &extract_domain, &next) < 0)
4800 		goto error;
4801 
4802 	depth = isl_ast_build_get_depth(build);
4803 	if (depth < 0)
4804 		goto error;
4805 	data.build = build;
4806 	data.depth = depth;
4807 	data.group_coscheduled = isl_options_get_ast_build_group_coscheduled(ctx);
4808 	g = isl_tarjan_graph_init(ctx, n, &any_scheduled_after, &data);
4809 	if (!g)
4810 		goto error;
4811 
4812 	list = isl_ast_graft_list_alloc(ctx, 0);
4813 
4814 	i = 0;
4815 	while (list && n) {
4816 		isl_ast_graft_list *list_c;
4817 		int first = i;
4818 
4819 		if (g->order[i] == -1)
4820 			isl_die(ctx, isl_error_internal, "cannot happen",
4821 				goto error);
4822 		++i; --n;
4823 		while (g->order[i] != -1) {
4824 			++i; --n;
4825 		}
4826 
4827 		list_c = generate_component(data.domain,
4828 					    g->order + first, i - first,
4829 					    isl_ast_build_copy(build));
4830 		list = isl_ast_graft_list_merge(list, list_c, build);
4831 
4832 		++i;
4833 	}
4834 
4835 	if (0)
4836 error:		list = isl_ast_graft_list_free(list);
4837 	isl_tarjan_graph_free(g);
4838 	for (i = 0; i < n_domain; ++i) {
4839 		isl_map_free(data.domain[i].map);
4840 		isl_set_free(data.domain[i].set);
4841 	}
4842 	free(data.domain);
4843 	isl_union_map_free(executed);
4844 	isl_ast_build_free(build);
4845 
4846 	return list;
4847 }
4848 
4849 /* Generate code for the next level (and all inner levels).
4850  *
4851  * If "executed" is empty, i.e., no code needs to be generated,
4852  * then we return an empty list.
4853  *
4854  * If we have already generated code for all loop levels, then we pass
4855  * control to generate_inner_level.
4856  *
4857  * If "executed" lives in a single space, i.e., if code needs to be
4858  * generated for a single domain, then there can only be a single
4859  * component and we go directly to generate_shifted_component.
4860  * Otherwise, we call generate_components to detect the components
4861  * and to call generate_component on each of them separately.
4862  */
generate_next_level(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build)4863 static __isl_give isl_ast_graft_list *generate_next_level(
4864 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build)
4865 {
4866 	isl_size depth;
4867 	isl_size dim;
4868 	isl_size n;
4869 
4870 	if (!build || !executed)
4871 		goto error;
4872 
4873 	if (isl_union_map_is_empty(executed)) {
4874 		isl_ctx *ctx = isl_ast_build_get_ctx(build);
4875 		isl_union_map_free(executed);
4876 		isl_ast_build_free(build);
4877 		return isl_ast_graft_list_alloc(ctx, 0);
4878 	}
4879 
4880 	depth = isl_ast_build_get_depth(build);
4881 	dim = isl_ast_build_dim(build, isl_dim_set);
4882 	if (depth < 0 || dim < 0)
4883 		goto error;
4884 	if (depth >= dim)
4885 		return generate_inner_level(executed, build);
4886 
4887 	n = isl_union_map_n_map(executed);
4888 	if (n < 0)
4889 		goto error;
4890 	if (n == 1)
4891 		return generate_shifted_component(executed, build);
4892 
4893 	return generate_components(executed, build);
4894 error:
4895 	isl_union_map_free(executed);
4896 	isl_ast_build_free(build);
4897 	return NULL;
4898 }
4899 
4900 /* Internal data structure used by isl_ast_build_node_from_schedule_map.
4901  * internal, executed and build are the inputs to generate_code.
4902  * list collects the output.
4903  */
4904 struct isl_generate_code_data {
4905 	int internal;
4906 	isl_union_map *executed;
4907 	isl_ast_build *build;
4908 
4909 	isl_ast_graft_list *list;
4910 };
4911 
4912 /* Given an inverse schedule in terms of the external build schedule, i.e.,
4913  *
4914  *	[E -> S] -> D
4915  *
4916  * with E the external build schedule and S the additional schedule "space",
4917  * reformulate the inverse schedule in terms of the internal schedule domain,
4918  * i.e., return
4919  *
4920  *	[I -> S] -> D
4921  *
4922  * We first obtain a mapping
4923  *
4924  *	I -> E
4925  *
4926  * take the inverse and the product with S -> S, resulting in
4927  *
4928  *	[I -> S] -> [E -> S]
4929  *
4930  * Applying the map to the input produces the desired result.
4931  */
internal_executed(__isl_take isl_union_map * executed,__isl_keep isl_space * space,__isl_keep isl_ast_build * build)4932 static __isl_give isl_union_map *internal_executed(
4933 	__isl_take isl_union_map *executed, __isl_keep isl_space *space,
4934 	__isl_keep isl_ast_build *build)
4935 {
4936 	isl_map *id, *proj;
4937 
4938 	proj = isl_ast_build_get_schedule_map(build);
4939 	proj = isl_map_reverse(proj);
4940 	space = isl_space_map_from_set(isl_space_copy(space));
4941 	id = isl_map_identity(space);
4942 	proj = isl_map_product(proj, id);
4943 	executed = isl_union_map_apply_domain(executed,
4944 						isl_union_map_from_map(proj));
4945 	return executed;
4946 }
4947 
4948 /* Generate an AST that visits the elements in the range of data->executed
4949  * in the relative order specified by the corresponding domain element(s)
4950  * for those domain elements that belong to "set".
4951  * Add the result to data->list.
4952  *
4953  * The caller ensures that "set" is a universe domain.
4954  * "space" is the space of the additional part of the schedule.
4955  * It is equal to the space of "set" if build->domain is parametric.
4956  * Otherwise, it is equal to the range of the wrapped space of "set".
4957  *
4958  * If the build space is not parametric and
4959  * if isl_ast_build_node_from_schedule_map
4960  * was called from an outside user (data->internal not set), then
4961  * the (inverse) schedule refers to the external build domain and needs to
4962  * be transformed to refer to the internal build domain.
4963  *
4964  * If the build space is parametric, then we add some of the parameter
4965  * constraints to the executed relation.  Adding these constraints
4966  * allows for an earlier detection of conflicts in some cases.
4967  * However, we do not want to divide the executed relation into
4968  * more disjuncts than necessary.  We therefore approximate
4969  * the constraints on the parameters by a single disjunct set.
4970  *
4971  * The build is extended to include the additional part of the schedule.
4972  * If the original build space was not parametric, then the options
4973  * in data->build refer only to the additional part of the schedule
4974  * and they need to be adjusted to refer to the complete AST build
4975  * domain.
4976  *
4977  * After having adjusted inverse schedule and build, we start generating
4978  * code with the outer loop of the current code generation
4979  * in generate_next_level.
4980  *
4981  * If the original build space was not parametric, we undo the embedding
4982  * on the resulting isl_ast_node_list so that it can be used within
4983  * the outer AST build.
4984  */
generate_code_in_space(struct isl_generate_code_data * data,__isl_take isl_set * set,__isl_take isl_space * space)4985 static isl_stat generate_code_in_space(struct isl_generate_code_data *data,
4986 	__isl_take isl_set *set, __isl_take isl_space *space)
4987 {
4988 	isl_union_map *executed;
4989 	isl_ast_build *build;
4990 	isl_ast_graft_list *list;
4991 	int embed;
4992 
4993 	executed = isl_union_map_copy(data->executed);
4994 	executed = isl_union_map_intersect_domain(executed,
4995 						 isl_union_set_from_set(set));
4996 
4997 	embed = !isl_set_is_params(data->build->domain);
4998 	if (embed && !data->internal)
4999 		executed = internal_executed(executed, space, data->build);
5000 	if (!embed) {
5001 		isl_set *domain;
5002 		domain = isl_ast_build_get_domain(data->build);
5003 		domain = isl_set_from_basic_set(isl_set_simple_hull(domain));
5004 		executed = isl_union_map_intersect_params(executed, domain);
5005 	}
5006 
5007 	build = isl_ast_build_copy(data->build);
5008 	build = isl_ast_build_product(build, space);
5009 
5010 	list = generate_next_level(executed, build);
5011 
5012 	list = isl_ast_graft_list_unembed(list, embed);
5013 
5014 	data->list = isl_ast_graft_list_concat(data->list, list);
5015 
5016 	return isl_stat_ok;
5017 }
5018 
5019 /* Generate an AST that visits the elements in the range of data->executed
5020  * in the relative order specified by the corresponding domain element(s)
5021  * for those domain elements that belong to "set".
5022  * Add the result to data->list.
5023  *
5024  * The caller ensures that "set" is a universe domain.
5025  *
5026  * If the build space S is not parametric, then the space of "set"
5027  * need to be a wrapped relation with S as domain.  That is, it needs
5028  * to be of the form
5029  *
5030  *	[S -> T]
5031  *
5032  * Check this property and pass control to generate_code_in_space
5033  * passing along T.
5034  * If the build space is not parametric, then T is the space of "set".
5035  */
generate_code_set(__isl_take isl_set * set,void * user)5036 static isl_stat generate_code_set(__isl_take isl_set *set, void *user)
5037 {
5038 	struct isl_generate_code_data *data = user;
5039 	isl_space *space, *build_space;
5040 	int is_domain;
5041 
5042 	space = isl_set_get_space(set);
5043 
5044 	if (isl_set_is_params(data->build->domain))
5045 		return generate_code_in_space(data, set, space);
5046 
5047 	build_space = isl_ast_build_get_space(data->build, data->internal);
5048 	space = isl_space_unwrap(space);
5049 	is_domain = isl_space_is_domain(build_space, space);
5050 	isl_space_free(build_space);
5051 	space = isl_space_range(space);
5052 
5053 	if (is_domain < 0)
5054 		goto error;
5055 	if (!is_domain)
5056 		isl_die(isl_set_get_ctx(set), isl_error_invalid,
5057 			"invalid nested schedule space", goto error);
5058 
5059 	return generate_code_in_space(data, set, space);
5060 error:
5061 	isl_set_free(set);
5062 	isl_space_free(space);
5063 	return isl_stat_error;
5064 }
5065 
5066 /* Generate an AST that visits the elements in the range of "executed"
5067  * in the relative order specified by the corresponding domain element(s).
5068  *
5069  * "build" is an isl_ast_build that has either been constructed by
5070  * isl_ast_build_from_context or passed to a callback set by
5071  * isl_ast_build_set_create_leaf.
5072  * In the first case, the space of the isl_ast_build is typically
5073  * a parametric space, although this is currently not enforced.
5074  * In the second case, the space is never a parametric space.
5075  * If the space S is not parametric, then the domain space(s) of "executed"
5076  * need to be wrapped relations with S as domain.
5077  *
5078  * If the domain of "executed" consists of several spaces, then an AST
5079  * is generated for each of them (in arbitrary order) and the results
5080  * are concatenated.
5081  *
5082  * If "internal" is set, then the domain "S" above refers to the internal
5083  * schedule domain representation.  Otherwise, it refers to the external
5084  * representation, as returned by isl_ast_build_get_schedule_space.
5085  *
5086  * We essentially run over all the spaces in the domain of "executed"
5087  * and call generate_code_set on each of them.
5088  */
generate_code(__isl_take isl_union_map * executed,__isl_take isl_ast_build * build,int internal)5089 static __isl_give isl_ast_graft_list *generate_code(
5090 	__isl_take isl_union_map *executed, __isl_take isl_ast_build *build,
5091 	int internal)
5092 {
5093 	isl_ctx *ctx;
5094 	struct isl_generate_code_data data = { 0 };
5095 	isl_space *space;
5096 	isl_union_set *schedule_domain;
5097 	isl_union_map *universe;
5098 
5099 	if (!build)
5100 		goto error;
5101 	space = isl_ast_build_get_space(build, 1);
5102 	space = isl_space_align_params(space,
5103 				    isl_union_map_get_space(executed));
5104 	space = isl_space_align_params(space,
5105 				    isl_union_map_get_space(build->options));
5106 	build = isl_ast_build_align_params(build, isl_space_copy(space));
5107 	executed = isl_union_map_align_params(executed, space);
5108 	if (!executed || !build)
5109 		goto error;
5110 
5111 	ctx = isl_ast_build_get_ctx(build);
5112 
5113 	data.internal = internal;
5114 	data.executed = executed;
5115 	data.build = build;
5116 	data.list = isl_ast_graft_list_alloc(ctx, 0);
5117 
5118 	universe = isl_union_map_universe(isl_union_map_copy(executed));
5119 	schedule_domain = isl_union_map_domain(universe);
5120 	if (isl_union_set_foreach_set(schedule_domain, &generate_code_set,
5121 					&data) < 0)
5122 		data.list = isl_ast_graft_list_free(data.list);
5123 
5124 	isl_union_set_free(schedule_domain);
5125 	isl_union_map_free(executed);
5126 
5127 	isl_ast_build_free(build);
5128 	return data.list;
5129 error:
5130 	isl_union_map_free(executed);
5131 	isl_ast_build_free(build);
5132 	return NULL;
5133 }
5134 
5135 /* Generate an AST that visits the elements in the domain of "schedule"
5136  * in the relative order specified by the corresponding image element(s).
5137  *
5138  * "build" is an isl_ast_build that has either been constructed by
5139  * isl_ast_build_from_context or passed to a callback set by
5140  * isl_ast_build_set_create_leaf.
5141  * In the first case, the space of the isl_ast_build is typically
5142  * a parametric space, although this is currently not enforced.
5143  * In the second case, the space is never a parametric space.
5144  * If the space S is not parametric, then the range space(s) of "schedule"
5145  * need to be wrapped relations with S as domain.
5146  *
5147  * If the range of "schedule" consists of several spaces, then an AST
5148  * is generated for each of them (in arbitrary order) and the results
5149  * are concatenated.
5150  *
5151  * We first initialize the local copies of the relevant options.
5152  * We do this here rather than when the isl_ast_build is created
5153  * because the options may have changed between the construction
5154  * of the isl_ast_build and the call to isl_generate_code.
5155  *
5156  * The main computation is performed on an inverse schedule (with
5157  * the schedule domain in the domain and the elements to be executed
5158  * in the range) called "executed".
5159  */
isl_ast_build_node_from_schedule_map(__isl_keep isl_ast_build * build,__isl_take isl_union_map * schedule)5160 __isl_give isl_ast_node *isl_ast_build_node_from_schedule_map(
5161 	__isl_keep isl_ast_build *build, __isl_take isl_union_map *schedule)
5162 {
5163 	isl_ast_graft_list *list;
5164 	isl_ast_node *node;
5165 	isl_union_map *executed;
5166 
5167 	build = isl_ast_build_copy(build);
5168 	build = isl_ast_build_set_single_valued(build, 0);
5169 	schedule = isl_union_map_coalesce(schedule);
5170 	schedule = isl_union_map_remove_redundancies(schedule);
5171 	executed = isl_union_map_reverse(schedule);
5172 	list = generate_code(executed, isl_ast_build_copy(build), 0);
5173 	node = isl_ast_node_from_graft_list(list, build);
5174 	isl_ast_build_free(build);
5175 
5176 	return node;
5177 }
5178 
5179 /* The old name for isl_ast_build_node_from_schedule_map.
5180  * It is being kept for backward compatibility, but
5181  * it will be removed in the future.
5182  */
isl_ast_build_ast_from_schedule(__isl_keep isl_ast_build * build,__isl_take isl_union_map * schedule)5183 __isl_give isl_ast_node *isl_ast_build_ast_from_schedule(
5184 	__isl_keep isl_ast_build *build, __isl_take isl_union_map *schedule)
5185 {
5186 	return isl_ast_build_node_from_schedule_map(build, schedule);
5187 }
5188 
5189 /* Generate an AST that visits the elements in the domain of "executed"
5190  * in the relative order specified by the leaf node "node".
5191  *
5192  * The relation "executed" maps the outer generated loop iterators
5193  * to the domain elements executed by those iterations.
5194  *
5195  * Simply pass control to generate_inner_level.
5196  * Note that the current build does not refer to any band node, so
5197  * that generate_inner_level will not try to visit the child of
5198  * the leaf node.
5199  *
5200  * If multiple statement instances reach a leaf,
5201  * then they can be executed in any order.
5202  * Group the list of grafts based on shared guards
5203  * such that identical guards are only generated once
5204  * when the list is eventually passed on to isl_ast_graft_list_fuse.
5205  */
build_ast_from_leaf(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5206 static __isl_give isl_ast_graft_list *build_ast_from_leaf(
5207 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5208 	__isl_take isl_union_map *executed)
5209 {
5210 	isl_ast_graft_list *list;
5211 
5212 	isl_schedule_node_free(node);
5213 	list = generate_inner_level(executed, isl_ast_build_copy(build));
5214 	list = isl_ast_graft_list_group_on_guard(list, build);
5215 	isl_ast_build_free(build);
5216 
5217 	return list;
5218 }
5219 
5220 /* Check that the band partial schedule "partial" does not filter out
5221  * any statement instances, as specified by the range of "executed".
5222  */
check_band_schedule_total_on_instances(__isl_keep isl_multi_union_pw_aff * partial,__isl_keep isl_union_map * executed)5223 static isl_stat check_band_schedule_total_on_instances(
5224 	__isl_keep isl_multi_union_pw_aff *partial,
5225 	__isl_keep isl_union_map *executed)
5226 {
5227 	isl_bool subset;
5228 	isl_union_set *domain, *instances;
5229 
5230 	instances = isl_union_map_range(isl_union_map_copy(executed));
5231 	partial = isl_multi_union_pw_aff_copy(partial);
5232 	domain = isl_multi_union_pw_aff_domain(partial);
5233 	subset = isl_union_set_is_subset(instances, domain);
5234 	isl_union_set_free(domain);
5235 	isl_union_set_free(instances);
5236 
5237 	if (subset < 0)
5238 		return isl_stat_error;
5239 	if (!subset)
5240 		isl_die(isl_union_map_get_ctx(executed), isl_error_invalid,
5241 			"band node is not allowed to drop statement instances",
5242 			return isl_stat_error);
5243 	return isl_stat_ok;
5244 }
5245 
5246 /* Generate an AST that visits the elements in the domain of "executed"
5247  * in the relative order specified by the band node "node" and its descendants.
5248  *
5249  * The relation "executed" maps the outer generated loop iterators
5250  * to the domain elements executed by those iterations.
5251  *
5252  * If the band is empty, we continue with its descendants.
5253  * Otherwise, we extend the build and the inverse schedule with
5254  * the additional space/partial schedule and continue generating
5255  * an AST in generate_next_level.
5256  * As soon as we have extended the inverse schedule with the additional
5257  * partial schedule, we look for equalities that may exists between
5258  * the old and the new part.
5259  */
build_ast_from_band(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5260 static __isl_give isl_ast_graft_list *build_ast_from_band(
5261 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5262 	__isl_take isl_union_map *executed)
5263 {
5264 	isl_space *space;
5265 	isl_multi_union_pw_aff *extra;
5266 	isl_union_map *extra_umap;
5267 	isl_ast_graft_list *list;
5268 	isl_size n1, n2;
5269 	isl_size n;
5270 
5271 	n = isl_schedule_node_band_n_member(node);
5272 	if (!build || n < 0 || !executed)
5273 		goto error;
5274 
5275 	if (n == 0)
5276 		return build_ast_from_child(build, node, executed);
5277 
5278 	extra = isl_schedule_node_band_get_partial_schedule(node);
5279 	extra = isl_multi_union_pw_aff_align_params(extra,
5280 				isl_ast_build_get_space(build, 1));
5281 	space = isl_multi_union_pw_aff_get_space(extra);
5282 
5283 	if (check_band_schedule_total_on_instances(extra, executed) < 0)
5284 		executed = isl_union_map_free(executed);
5285 
5286 	extra_umap = isl_union_map_from_multi_union_pw_aff(extra);
5287 	extra_umap = isl_union_map_reverse(extra_umap);
5288 
5289 	executed = isl_union_map_domain_product(executed, extra_umap);
5290 	executed = isl_union_map_detect_equalities(executed);
5291 
5292 	n1 = isl_ast_build_dim(build, isl_dim_param);
5293 	build = isl_ast_build_product(build, space);
5294 	n2 = isl_ast_build_dim(build, isl_dim_param);
5295 	if (n1 < 0 || n2 < 0)
5296 		build = isl_ast_build_free(build);
5297 	else if (n2 > n1)
5298 		isl_die(isl_ast_build_get_ctx(build), isl_error_invalid,
5299 			"band node is not allowed to introduce new parameters",
5300 			build = isl_ast_build_free(build));
5301 	build = isl_ast_build_set_schedule_node(build, node);
5302 
5303 	list = generate_next_level(executed, build);
5304 
5305 	list = isl_ast_graft_list_unembed(list, 1);
5306 
5307 	return list;
5308 error:
5309 	isl_schedule_node_free(node);
5310 	isl_union_map_free(executed);
5311 	isl_ast_build_free(build);
5312 	return NULL;
5313 }
5314 
5315 /* Hoist a list of grafts (in practice containing a single graft)
5316  * from "sub_build" (which includes extra context information)
5317  * to "build".
5318  *
5319  * In particular, project out all additional parameters introduced
5320  * by the context node from the enforced constraints and the guard
5321  * of the single graft.
5322  */
hoist_out_of_context(__isl_take isl_ast_graft_list * list,__isl_keep isl_ast_build * build,__isl_keep isl_ast_build * sub_build)5323 static __isl_give isl_ast_graft_list *hoist_out_of_context(
5324 	__isl_take isl_ast_graft_list *list, __isl_keep isl_ast_build *build,
5325 	__isl_keep isl_ast_build *sub_build)
5326 {
5327 	isl_ast_graft *graft;
5328 	isl_basic_set *enforced;
5329 	isl_set *guard;
5330 	isl_size n_param, extra_param;
5331 
5332 	n_param = isl_ast_build_dim(build, isl_dim_param);
5333 	extra_param = isl_ast_build_dim(sub_build, isl_dim_param);
5334 	if (n_param < 0 || extra_param < 0)
5335 		return isl_ast_graft_list_free(list);
5336 
5337 	if (extra_param == n_param)
5338 		return list;
5339 
5340 	extra_param -= n_param;
5341 	enforced = isl_ast_graft_list_extract_shared_enforced(list, sub_build);
5342 	enforced = isl_basic_set_project_out(enforced, isl_dim_param,
5343 							n_param, extra_param);
5344 	enforced = isl_basic_set_remove_unknown_divs(enforced);
5345 	guard = isl_ast_graft_list_extract_hoistable_guard(list, sub_build);
5346 	guard = isl_set_remove_divs_involving_dims(guard, isl_dim_param,
5347 							n_param, extra_param);
5348 	guard = isl_set_project_out(guard, isl_dim_param, n_param, extra_param);
5349 	guard = isl_set_compute_divs(guard);
5350 	graft = isl_ast_graft_alloc_from_children(list, guard, enforced,
5351 							build, sub_build);
5352 	list = isl_ast_graft_list_from_ast_graft(graft);
5353 
5354 	return list;
5355 }
5356 
5357 /* Generate an AST that visits the elements in the domain of "executed"
5358  * in the relative order specified by the context node "node"
5359  * and its descendants.
5360  *
5361  * The relation "executed" maps the outer generated loop iterators
5362  * to the domain elements executed by those iterations.
5363  *
5364  * The context node may introduce additional parameters as well as
5365  * constraints on the outer schedule dimensions or original parameters.
5366  *
5367  * We add the extra parameters to a new build and the context
5368  * constraints to both the build and (as a single disjunct)
5369  * to the domain of "executed".  Since the context constraints
5370  * are specified in terms of the input schedule, we first need
5371  * to map them to the internal schedule domain.
5372  *
5373  * After constructing the AST from the descendants of "node",
5374  * we combine the list of grafts into a single graft within
5375  * the new build, in order to be able to exploit the additional
5376  * context constraints during this combination.
5377  *
5378  * Additionally, if the current node is the outermost node in
5379  * the schedule tree (apart from the root domain node), we generate
5380  * all pending guards, again to be able to exploit the additional
5381  * context constraints.  We currently do not do this for internal
5382  * context nodes since we may still want to hoist conditions
5383  * to outer AST nodes.
5384  *
5385  * If the context node introduced any new parameters, then they
5386  * are removed from the set of enforced constraints and guard
5387  * in hoist_out_of_context.
5388  */
build_ast_from_context(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5389 static __isl_give isl_ast_graft_list *build_ast_from_context(
5390 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5391 	__isl_take isl_union_map *executed)
5392 {
5393 	isl_set *context;
5394 	isl_space *space;
5395 	isl_multi_aff *internal2input;
5396 	isl_ast_build *sub_build;
5397 	isl_ast_graft_list *list;
5398 	isl_size n;
5399 	isl_size depth;
5400 
5401 	depth = isl_schedule_node_get_tree_depth(node);
5402 	if (depth < 0)
5403 		build = isl_ast_build_free(build);
5404 	space = isl_ast_build_get_space(build, 1);
5405 	context = isl_schedule_node_context_get_context(node);
5406 	context = isl_set_align_params(context, space);
5407 	sub_build = isl_ast_build_copy(build);
5408 	space = isl_set_get_space(context);
5409 	sub_build = isl_ast_build_align_params(sub_build, space);
5410 	internal2input = isl_ast_build_get_internal2input(sub_build);
5411 	context = isl_set_preimage_multi_aff(context, internal2input);
5412 	sub_build = isl_ast_build_restrict_generated(sub_build,
5413 					isl_set_copy(context));
5414 	context = isl_set_from_basic_set(isl_set_simple_hull(context));
5415 	executed = isl_union_map_intersect_domain(executed,
5416 					isl_union_set_from_set(context));
5417 
5418 	list = build_ast_from_child(isl_ast_build_copy(sub_build),
5419 						node, executed);
5420 	n = isl_ast_graft_list_n_ast_graft(list);
5421 	if (n < 0)
5422 		list = isl_ast_graft_list_free(list);
5423 
5424 	list = isl_ast_graft_list_fuse(list, sub_build);
5425 	if (depth == 1)
5426 		list = isl_ast_graft_list_insert_pending_guard_nodes(list,
5427 								sub_build);
5428 	if (n >= 1)
5429 		list = hoist_out_of_context(list, build, sub_build);
5430 
5431 	isl_ast_build_free(build);
5432 	isl_ast_build_free(sub_build);
5433 
5434 	return list;
5435 }
5436 
5437 /* Generate an AST that visits the elements in the domain of "executed"
5438  * in the relative order specified by the expansion node "node" and
5439  * its descendants.
5440  *
5441  * The relation "executed" maps the outer generated loop iterators
5442  * to the domain elements executed by those iterations.
5443  *
5444  * We expand the domain elements by the expansion and
5445  * continue with the descendants of the node.
5446  */
build_ast_from_expansion(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5447 static __isl_give isl_ast_graft_list *build_ast_from_expansion(
5448 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5449 	__isl_take isl_union_map *executed)
5450 {
5451 	isl_union_map *expansion;
5452 	isl_size n1, n2;
5453 
5454 	expansion = isl_schedule_node_expansion_get_expansion(node);
5455 	expansion = isl_union_map_align_params(expansion,
5456 				isl_union_map_get_space(executed));
5457 
5458 	n1 = isl_union_map_dim(executed, isl_dim_param);
5459 	executed = isl_union_map_apply_range(executed, expansion);
5460 	n2 = isl_union_map_dim(executed, isl_dim_param);
5461 	if (n1 < 0 || n2 < 0)
5462 		goto error;
5463 	if (n2 > n1)
5464 		isl_die(isl_ast_build_get_ctx(build), isl_error_invalid,
5465 			"expansion node is not allowed to introduce "
5466 			"new parameters", goto error);
5467 
5468 	return build_ast_from_child(build, node, executed);
5469 error:
5470 	isl_ast_build_free(build);
5471 	isl_schedule_node_free(node);
5472 	isl_union_map_free(executed);
5473 	return NULL;
5474 }
5475 
5476 /* Generate an AST that visits the elements in the domain of "executed"
5477  * in the relative order specified by the extension node "node" and
5478  * its descendants.
5479  *
5480  * The relation "executed" maps the outer generated loop iterators
5481  * to the domain elements executed by those iterations.
5482  *
5483  * Extend the inverse schedule with the extension applied to current
5484  * set of generated constraints.  Since the extension if formulated
5485  * in terms of the input schedule, it first needs to be transformed
5486  * to refer to the internal schedule.
5487  */
build_ast_from_extension(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5488 static __isl_give isl_ast_graft_list *build_ast_from_extension(
5489 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5490 	__isl_take isl_union_map *executed)
5491 {
5492 	isl_union_set *schedule_domain;
5493 	isl_union_map *extension;
5494 	isl_set *set;
5495 
5496 	set = isl_ast_build_get_generated(build);
5497 	set = isl_set_from_basic_set(isl_set_simple_hull(set));
5498 	schedule_domain = isl_union_set_from_set(set);
5499 
5500 	extension = isl_schedule_node_extension_get_extension(node);
5501 
5502 	extension = isl_union_map_preimage_domain_multi_aff(extension,
5503 			isl_multi_aff_copy(build->internal2input));
5504 	extension = isl_union_map_intersect_domain(extension, schedule_domain);
5505 	extension = isl_ast_build_substitute_values_union_map_domain(build,
5506 								    extension);
5507 	executed = isl_union_map_union(executed, extension);
5508 
5509 	return build_ast_from_child(build, node, executed);
5510 }
5511 
5512 /* Generate an AST that visits the elements in the domain of "executed"
5513  * in the relative order specified by the filter node "node" and
5514  * its descendants.
5515  *
5516  * The relation "executed" maps the outer generated loop iterators
5517  * to the domain elements executed by those iterations.
5518  *
5519  * We simply intersect the iteration domain (i.e., the range of "executed")
5520  * with the filter and continue with the descendants of the node,
5521  * unless the resulting inverse schedule is empty, in which
5522  * case we return an empty list.
5523  *
5524  * If the result of the intersection is equal to the original "executed"
5525  * relation, then keep the original representation since the intersection
5526  * may have unnecessarily broken up the relation into a greater number
5527  * of disjuncts.
5528  */
build_ast_from_filter(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5529 static __isl_give isl_ast_graft_list *build_ast_from_filter(
5530 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5531 	__isl_take isl_union_map *executed)
5532 {
5533 	isl_ctx *ctx;
5534 	isl_union_set *filter;
5535 	isl_union_map *orig;
5536 	isl_ast_graft_list *list;
5537 	int empty;
5538 	isl_bool unchanged;
5539 	isl_size n1, n2;
5540 
5541 	orig = isl_union_map_copy(executed);
5542 	if (!build || !node || !executed)
5543 		goto error;
5544 
5545 	filter = isl_schedule_node_filter_get_filter(node);
5546 	filter = isl_union_set_align_params(filter,
5547 				isl_union_map_get_space(executed));
5548 	n1 = isl_union_map_dim(executed, isl_dim_param);
5549 	executed = isl_union_map_intersect_range(executed, filter);
5550 	n2 = isl_union_map_dim(executed, isl_dim_param);
5551 	if (n1 < 0 || n2 < 0)
5552 		goto error;
5553 	if (n2 > n1)
5554 		isl_die(isl_ast_build_get_ctx(build), isl_error_invalid,
5555 			"filter node is not allowed to introduce "
5556 			"new parameters", goto error);
5557 
5558 	unchanged = isl_union_map_is_subset(orig, executed);
5559 	empty = isl_union_map_is_empty(executed);
5560 	if (unchanged < 0 || empty < 0)
5561 		goto error;
5562 	if (unchanged) {
5563 		isl_union_map_free(executed);
5564 		return build_ast_from_child(build, node, orig);
5565 	}
5566 	isl_union_map_free(orig);
5567 	if (!empty)
5568 		return build_ast_from_child(build, node, executed);
5569 
5570 	ctx = isl_ast_build_get_ctx(build);
5571 	list = isl_ast_graft_list_alloc(ctx, 0);
5572 	isl_ast_build_free(build);
5573 	isl_schedule_node_free(node);
5574 	isl_union_map_free(executed);
5575 	return list;
5576 error:
5577 	isl_ast_build_free(build);
5578 	isl_schedule_node_free(node);
5579 	isl_union_map_free(executed);
5580 	isl_union_map_free(orig);
5581 	return NULL;
5582 }
5583 
5584 /* Generate an AST that visits the elements in the domain of "executed"
5585  * in the relative order specified by the guard node "node" and
5586  * its descendants.
5587  *
5588  * The relation "executed" maps the outer generated loop iterators
5589  * to the domain elements executed by those iterations.
5590  *
5591  * Ensure that the associated guard is enforced by the outer AST
5592  * constructs by adding it to the guard of the graft.
5593  * Since we know that we will enforce the guard, we can also include it
5594  * in the generated constraints used to construct an AST for
5595  * the descendant nodes.
5596  */
build_ast_from_guard(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5597 static __isl_give isl_ast_graft_list *build_ast_from_guard(
5598 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5599 	__isl_take isl_union_map *executed)
5600 {
5601 	isl_space *space;
5602 	isl_set *guard, *hoisted;
5603 	isl_basic_set *enforced;
5604 	isl_ast_build *sub_build;
5605 	isl_ast_graft *graft;
5606 	isl_ast_graft_list *list;
5607 	isl_size n1, n2, n;
5608 
5609 	space = isl_ast_build_get_space(build, 1);
5610 	guard = isl_schedule_node_guard_get_guard(node);
5611 	n1 = isl_space_dim(space, isl_dim_param);
5612 	guard = isl_set_align_params(guard, space);
5613 	n2 = isl_set_dim(guard, isl_dim_param);
5614 	if (n1 < 0 || n2 < 0)
5615 		guard = isl_set_free(guard);
5616 	else if (n2 > n1)
5617 		isl_die(isl_ast_build_get_ctx(build), isl_error_invalid,
5618 			"guard node is not allowed to introduce "
5619 			"new parameters", guard = isl_set_free(guard));
5620 	guard = isl_set_preimage_multi_aff(guard,
5621 			isl_multi_aff_copy(build->internal2input));
5622 	guard = isl_ast_build_specialize(build, guard);
5623 	guard = isl_set_gist(guard, isl_set_copy(build->generated));
5624 
5625 	sub_build = isl_ast_build_copy(build);
5626 	sub_build = isl_ast_build_restrict_generated(sub_build,
5627 							isl_set_copy(guard));
5628 
5629 	list = build_ast_from_child(isl_ast_build_copy(sub_build),
5630 							node, executed);
5631 
5632 	hoisted = isl_ast_graft_list_extract_hoistable_guard(list, sub_build);
5633 	n = isl_set_n_basic_set(hoisted);
5634 	if (n < 0)
5635 		list = isl_ast_graft_list_free(list);
5636 	if (n > 1)
5637 		list = isl_ast_graft_list_gist_guards(list,
5638 						    isl_set_copy(hoisted));
5639 	guard = isl_set_intersect(guard, hoisted);
5640 	enforced = extract_shared_enforced(list, build);
5641 	graft = isl_ast_graft_alloc_from_children(list, guard, enforced,
5642 						    build, sub_build);
5643 
5644 	isl_ast_build_free(sub_build);
5645 	isl_ast_build_free(build);
5646 	return isl_ast_graft_list_from_ast_graft(graft);
5647 }
5648 
5649 /* Call the before_each_mark callback, if requested by the user.
5650  *
5651  * Return 0 on success and -1 on error.
5652  *
5653  * The caller is responsible for recording the current inverse schedule
5654  * in "build".
5655  */
before_each_mark(__isl_keep isl_id * mark,__isl_keep isl_ast_build * build)5656 static isl_stat before_each_mark(__isl_keep isl_id *mark,
5657 	__isl_keep isl_ast_build *build)
5658 {
5659 	if (!build)
5660 		return isl_stat_error;
5661 	if (!build->before_each_mark)
5662 		return isl_stat_ok;
5663 	return build->before_each_mark(mark, build,
5664 					build->before_each_mark_user);
5665 }
5666 
5667 /* Call the after_each_mark callback, if requested by the user.
5668  *
5669  * The caller is responsible for recording the current inverse schedule
5670  * in "build".
5671  */
after_each_mark(__isl_take isl_ast_graft * graft,__isl_keep isl_ast_build * build)5672 static __isl_give isl_ast_graft *after_each_mark(
5673 	__isl_take isl_ast_graft *graft, __isl_keep isl_ast_build *build)
5674 {
5675 	if (!graft || !build)
5676 		return isl_ast_graft_free(graft);
5677 	if (!build->after_each_mark)
5678 		return graft;
5679 	graft->node = build->after_each_mark(graft->node, build,
5680 						build->after_each_mark_user);
5681 	if (!graft->node)
5682 		return isl_ast_graft_free(graft);
5683 	return graft;
5684 }
5685 
5686 
5687 /* Generate an AST that visits the elements in the domain of "executed"
5688  * in the relative order specified by the mark node "node" and
5689  * its descendants.
5690  *
5691  * The relation "executed" maps the outer generated loop iterators
5692  * to the domain elements executed by those iterations.
5693 
5694  * Since we may be calling before_each_mark and after_each_mark
5695  * callbacks, we record the current inverse schedule in the build.
5696  *
5697  * We generate an AST for the child of the mark node, combine
5698  * the graft list into a single graft and then insert the mark
5699  * in the AST of that single graft.
5700  */
build_ast_from_mark(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5701 static __isl_give isl_ast_graft_list *build_ast_from_mark(
5702 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5703 	__isl_take isl_union_map *executed)
5704 {
5705 	isl_id *mark;
5706 	isl_ast_graft *graft;
5707 	isl_ast_graft_list *list;
5708 	isl_size n;
5709 
5710 	build = isl_ast_build_set_executed(build, isl_union_map_copy(executed));
5711 
5712 	mark = isl_schedule_node_mark_get_id(node);
5713 	if (before_each_mark(mark, build) < 0)
5714 		node = isl_schedule_node_free(node);
5715 
5716 	list = build_ast_from_child(isl_ast_build_copy(build), node, executed);
5717 	list = isl_ast_graft_list_fuse(list, build);
5718 	n = isl_ast_graft_list_n_ast_graft(list);
5719 	if (n < 0)
5720 		list = isl_ast_graft_list_free(list);
5721 	if (n == 0) {
5722 		isl_id_free(mark);
5723 	} else {
5724 		graft = isl_ast_graft_list_get_ast_graft(list, 0);
5725 		graft = isl_ast_graft_insert_mark(graft, mark);
5726 		graft = after_each_mark(graft, build);
5727 		list = isl_ast_graft_list_set_ast_graft(list, 0, graft);
5728 	}
5729 	isl_ast_build_free(build);
5730 
5731 	return list;
5732 }
5733 
5734 static __isl_give isl_ast_graft_list *build_ast_from_schedule_node(
5735 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5736 	__isl_take isl_union_map *executed);
5737 
5738 /* Generate an AST that visits the elements in the domain of "executed"
5739  * in the relative order specified by the sequence (or set) node "node" and
5740  * its descendants.
5741  *
5742  * The relation "executed" maps the outer generated loop iterators
5743  * to the domain elements executed by those iterations.
5744  *
5745  * We simply generate an AST for each of the children and concatenate
5746  * the results.
5747  */
build_ast_from_sequence(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5748 static __isl_give isl_ast_graft_list *build_ast_from_sequence(
5749 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5750 	__isl_take isl_union_map *executed)
5751 {
5752 	int i;
5753 	isl_size n;
5754 	isl_ctx *ctx;
5755 	isl_ast_graft_list *list;
5756 
5757 	ctx = isl_ast_build_get_ctx(build);
5758 	list = isl_ast_graft_list_alloc(ctx, 0);
5759 
5760 	n = isl_schedule_node_n_children(node);
5761 	if (n < 0)
5762 		list = isl_ast_graft_list_free(list);
5763 	for (i = 0; i < n; ++i) {
5764 		isl_schedule_node *child;
5765 		isl_ast_graft_list *list_i;
5766 
5767 		child = isl_schedule_node_get_child(node, i);
5768 		list_i = build_ast_from_schedule_node(isl_ast_build_copy(build),
5769 					child, isl_union_map_copy(executed));
5770 		list = isl_ast_graft_list_concat(list, list_i);
5771 	}
5772 	isl_ast_build_free(build);
5773 	isl_schedule_node_free(node);
5774 	isl_union_map_free(executed);
5775 
5776 	return list;
5777 }
5778 
5779 /* Generate an AST that visits the elements in the domain of "executed"
5780  * in the relative order specified by the node "node" and its descendants.
5781  *
5782  * The relation "executed" maps the outer generated loop iterators
5783  * to the domain elements executed by those iterations.
5784  *
5785  * The node types are handled in separate functions.
5786  * Set nodes are currently treated in the same way as sequence nodes.
5787  * The children of a set node may be executed in any order,
5788  * including the order of the children.
5789  */
build_ast_from_schedule_node(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5790 static __isl_give isl_ast_graft_list *build_ast_from_schedule_node(
5791 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5792 	__isl_take isl_union_map *executed)
5793 {
5794 	enum isl_schedule_node_type type;
5795 
5796 	type = isl_schedule_node_get_type(node);
5797 
5798 	switch (type) {
5799 	case isl_schedule_node_error:
5800 		goto error;
5801 	case isl_schedule_node_leaf:
5802 		return build_ast_from_leaf(build, node, executed);
5803 	case isl_schedule_node_band:
5804 		return build_ast_from_band(build, node, executed);
5805 	case isl_schedule_node_context:
5806 		return build_ast_from_context(build, node, executed);
5807 	case isl_schedule_node_domain:
5808 		isl_die(isl_schedule_node_get_ctx(node), isl_error_unsupported,
5809 			"unexpected internal domain node", goto error);
5810 	case isl_schedule_node_expansion:
5811 		return build_ast_from_expansion(build, node, executed);
5812 	case isl_schedule_node_extension:
5813 		return build_ast_from_extension(build, node, executed);
5814 	case isl_schedule_node_filter:
5815 		return build_ast_from_filter(build, node, executed);
5816 	case isl_schedule_node_guard:
5817 		return build_ast_from_guard(build, node, executed);
5818 	case isl_schedule_node_mark:
5819 		return build_ast_from_mark(build, node, executed);
5820 	case isl_schedule_node_sequence:
5821 	case isl_schedule_node_set:
5822 		return build_ast_from_sequence(build, node, executed);
5823 	}
5824 
5825 	isl_die(isl_ast_build_get_ctx(build), isl_error_internal,
5826 		"unhandled type", goto error);
5827 error:
5828 	isl_union_map_free(executed);
5829 	isl_schedule_node_free(node);
5830 	isl_ast_build_free(build);
5831 
5832 	return NULL;
5833 }
5834 
5835 /* Generate an AST that visits the elements in the domain of "executed"
5836  * in the relative order specified by the (single) child of "node" and
5837  * its descendants.
5838  *
5839  * The relation "executed" maps the outer generated loop iterators
5840  * to the domain elements executed by those iterations.
5841  *
5842  * This function is never called on a leaf, set or sequence node,
5843  * so the node always has exactly one child.
5844  */
build_ast_from_child(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node,__isl_take isl_union_map * executed)5845 static __isl_give isl_ast_graft_list *build_ast_from_child(
5846 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node,
5847 	__isl_take isl_union_map *executed)
5848 {
5849 	node = isl_schedule_node_child(node, 0);
5850 	return build_ast_from_schedule_node(build, node, executed);
5851 }
5852 
5853 /* Generate an AST that visits the elements in the domain of the domain
5854  * node "node" in the relative order specified by its descendants.
5855  *
5856  * An initial inverse schedule is created that maps a zero-dimensional
5857  * schedule space to the node domain.
5858  * The input "build" is assumed to have a parametric domain and
5859  * is replaced by the same zero-dimensional schedule space.
5860  *
5861  * We also add some of the parameter constraints in the build domain
5862  * to the executed relation.  Adding these constraints
5863  * allows for an earlier detection of conflicts in some cases.
5864  * However, we do not want to divide the executed relation into
5865  * more disjuncts than necessary.  We therefore approximate
5866  * the constraints on the parameters by a single disjunct set.
5867  */
build_ast_from_domain(__isl_take isl_ast_build * build,__isl_take isl_schedule_node * node)5868 static __isl_give isl_ast_node *build_ast_from_domain(
5869 	__isl_take isl_ast_build *build, __isl_take isl_schedule_node *node)
5870 {
5871 	isl_ctx *ctx;
5872 	isl_union_set *domain, *schedule_domain;
5873 	isl_union_map *executed;
5874 	isl_space *space;
5875 	isl_set *set;
5876 	isl_ast_graft_list *list;
5877 	isl_ast_node *ast;
5878 	int is_params;
5879 
5880 	if (!build)
5881 		goto error;
5882 
5883 	ctx = isl_ast_build_get_ctx(build);
5884 	space = isl_ast_build_get_space(build, 1);
5885 	is_params = isl_space_is_params(space);
5886 	isl_space_free(space);
5887 	if (is_params < 0)
5888 		goto error;
5889 	if (!is_params)
5890 		isl_die(ctx, isl_error_unsupported,
5891 			"expecting parametric initial context", goto error);
5892 
5893 	domain = isl_schedule_node_domain_get_domain(node);
5894 	domain = isl_union_set_coalesce(domain);
5895 
5896 	space = isl_union_set_get_space(domain);
5897 	space = isl_space_set_from_params(space);
5898 	build = isl_ast_build_product(build, space);
5899 
5900 	set = isl_ast_build_get_domain(build);
5901 	set = isl_set_from_basic_set(isl_set_simple_hull(set));
5902 	schedule_domain = isl_union_set_from_set(set);
5903 
5904 	executed = isl_union_map_from_domain_and_range(schedule_domain, domain);
5905 	list = build_ast_from_child(isl_ast_build_copy(build), node, executed);
5906 	ast = isl_ast_node_from_graft_list(list, build);
5907 	isl_ast_build_free(build);
5908 
5909 	return ast;
5910 error:
5911 	isl_schedule_node_free(node);
5912 	isl_ast_build_free(build);
5913 	return NULL;
5914 }
5915 
5916 /* Generate an AST that visits the elements in the domain of "schedule"
5917  * in the relative order specified by the schedule tree.
5918  *
5919  * "build" is an isl_ast_build that has been created using
5920  * isl_ast_build_alloc or isl_ast_build_from_context based
5921  * on a parametric set.
5922  *
5923  * The construction starts at the root node of the schedule,
5924  * which is assumed to be a domain node.
5925  */
isl_ast_build_node_from_schedule(__isl_keep isl_ast_build * build,__isl_take isl_schedule * schedule)5926 __isl_give isl_ast_node *isl_ast_build_node_from_schedule(
5927 	__isl_keep isl_ast_build *build, __isl_take isl_schedule *schedule)
5928 {
5929 	isl_ctx *ctx;
5930 	isl_schedule_node *node;
5931 
5932 	if (!build || !schedule)
5933 		goto error;
5934 
5935 	ctx = isl_ast_build_get_ctx(build);
5936 
5937 	node = isl_schedule_get_root(schedule);
5938 	if (!node)
5939 		goto error;
5940 	isl_schedule_free(schedule);
5941 
5942 	build = isl_ast_build_copy(build);
5943 	build = isl_ast_build_set_single_valued(build, 0);
5944 	if (isl_schedule_node_get_type(node) != isl_schedule_node_domain)
5945 		isl_die(ctx, isl_error_unsupported,
5946 			"expecting root domain node",
5947 			build = isl_ast_build_free(build));
5948 	return build_ast_from_domain(build, node);
5949 error:
5950 	isl_schedule_free(schedule);
5951 	return NULL;
5952 }
5953