1 | // Copyright (c) 2018 Google LLC. |
2 | // |
3 | // Licensed under the Apache License, Version 2.0 (the "License"); |
4 | // you may not use this file except in compliance with the License. |
5 | // You may obtain a copy of the License at |
6 | // |
7 | // http://www.apache.org/licenses/LICENSE-2.0 |
8 | // |
9 | // Unless required by applicable law or agreed to in writing, software |
10 | // distributed under the License is distributed on an "AS IS" BASIS, |
11 | // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
12 | // See the License for the specific language governing permissions and |
13 | // limitations under the License. |
14 | |
15 | #include <algorithm> |
16 | #include <functional> |
17 | #include <memory> |
18 | #include <unordered_map> |
19 | #include <unordered_set> |
20 | #include <vector> |
21 | |
22 | #include "source/opt/ir_builder.h" |
23 | #include "source/opt/ir_context.h" |
24 | #include "source/opt/loop_descriptor.h" |
25 | #include "source/opt/loop_peeling.h" |
26 | #include "source/opt/loop_utils.h" |
27 | #include "source/opt/scalar_analysis.h" |
28 | #include "source/opt/scalar_analysis_nodes.h" |
29 | |
30 | namespace spvtools { |
31 | namespace opt { |
32 | size_t LoopPeelingPass::code_grow_threshold_ = 1000; |
33 | |
34 | void LoopPeeling::DuplicateAndConnectLoop( |
35 | LoopUtils::LoopCloningResult* clone_results) { |
36 | CFG& cfg = *context_->cfg(); |
37 | analysis::DefUseManager* def_use_mgr = context_->get_def_use_mgr(); |
38 | |
39 | assert(CanPeelLoop() && "Cannot peel loop!" ); |
40 | |
41 | std::vector<BasicBlock*> ordered_loop_blocks; |
42 | // TODO(1841): Handle failure to create pre-header. |
43 | BasicBlock* = loop_->GetOrCreatePreHeaderBlock(); |
44 | |
45 | loop_->ComputeLoopStructuredOrder(&ordered_loop_blocks); |
46 | |
47 | cloned_loop_ = loop_utils_.CloneLoop(clone_results, ordered_loop_blocks); |
48 | |
49 | // Add the basic block to the function. |
50 | Function::iterator it = |
51 | loop_utils_.GetFunction()->FindBlock(pre_header->id()); |
52 | assert(it != loop_utils_.GetFunction()->end() && |
53 | "Pre-header not found in the function." ); |
54 | loop_utils_.GetFunction()->AddBasicBlocks( |
55 | clone_results->cloned_bb_.begin(), clone_results->cloned_bb_.end(), ++it); |
56 | |
57 | // Make the |loop_|'s preheader the |cloned_loop_| one. |
58 | BasicBlock* = cloned_loop_->GetHeaderBlock(); |
59 | pre_header->ForEachSuccessorLabel( |
60 | [cloned_header](uint32_t* succ) { *succ = cloned_header->id(); }); |
61 | |
62 | // Update cfg. |
63 | cfg.RemoveEdge(pre_header->id(), loop_->GetHeaderBlock()->id()); |
64 | cloned_loop_->SetPreHeaderBlock(pre_header); |
65 | loop_->SetPreHeaderBlock(nullptr); |
66 | |
67 | // When cloning the loop, we didn't cloned the merge block, so currently |
68 | // |cloned_loop_| shares the same block as |loop_|. |
69 | // We mutate all branches from |cloned_loop_| block to |loop_|'s merge into a |
70 | // branch to |loop_|'s header (so header will also be the merge of |
71 | // |cloned_loop_|). |
72 | uint32_t cloned_loop_exit = 0; |
73 | for (uint32_t pred_id : cfg.preds(loop_->GetMergeBlock()->id())) { |
74 | if (loop_->IsInsideLoop(pred_id)) continue; |
75 | BasicBlock* bb = cfg.block(pred_id); |
76 | assert(cloned_loop_exit == 0 && "The loop has multiple exits." ); |
77 | cloned_loop_exit = bb->id(); |
78 | bb->ForEachSuccessorLabel([this](uint32_t* succ) { |
79 | if (*succ == loop_->GetMergeBlock()->id()) |
80 | *succ = loop_->GetHeaderBlock()->id(); |
81 | }); |
82 | } |
83 | |
84 | // Update cfg. |
85 | cfg.RemoveNonExistingEdges(loop_->GetMergeBlock()->id()); |
86 | cfg.AddEdge(cloned_loop_exit, loop_->GetHeaderBlock()->id()); |
87 | |
88 | // Patch the phi of the original loop header: |
89 | // - Set the loop entry branch to come from the cloned loop exit block; |
90 | // - Set the initial value of the phi using the corresponding cloned loop |
91 | // exit values. |
92 | // |
93 | // We patch the iterating value initializers of the original loop using the |
94 | // corresponding cloned loop exit values. Connects the cloned loop iterating |
95 | // values to the original loop. This make sure that the initial value of the |
96 | // second loop starts with the last value of the first loop. |
97 | // |
98 | // For example, loops like: |
99 | // |
100 | // int z = 0; |
101 | // for (int i = 0; i++ < M; i += cst1) { |
102 | // if (cond) |
103 | // z += cst2; |
104 | // } |
105 | // |
106 | // Will become: |
107 | // |
108 | // int z = 0; |
109 | // int i = 0; |
110 | // for (; i++ < M; i += cst1) { |
111 | // if (cond) |
112 | // z += cst2; |
113 | // } |
114 | // for (; i++ < M; i += cst1) { |
115 | // if (cond) |
116 | // z += cst2; |
117 | // } |
118 | loop_->GetHeaderBlock()->ForEachPhiInst([cloned_loop_exit, def_use_mgr, |
119 | clone_results, |
120 | this](Instruction* phi) { |
121 | for (uint32_t i = 0; i < phi->NumInOperands(); i += 2) { |
122 | if (!loop_->IsInsideLoop(phi->GetSingleWordInOperand(i + 1))) { |
123 | phi->SetInOperand(i, |
124 | {clone_results->value_map_.at( |
125 | exit_value_.at(phi->result_id())->result_id())}); |
126 | phi->SetInOperand(i + 1, {cloned_loop_exit}); |
127 | def_use_mgr->AnalyzeInstUse(phi); |
128 | return; |
129 | } |
130 | } |
131 | }); |
132 | |
133 | // Force the creation of a new preheader for the original loop and set it as |
134 | // the merge block for the cloned loop. |
135 | // TODO(1841): Handle failure to create pre-header. |
136 | cloned_loop_->SetMergeBlock(loop_->GetOrCreatePreHeaderBlock()); |
137 | } |
138 | |
139 | void LoopPeeling::InsertCanonicalInductionVariable( |
140 | LoopUtils::LoopCloningResult* clone_results) { |
141 | if (original_loop_canonical_induction_variable_) { |
142 | canonical_induction_variable_ = |
143 | context_->get_def_use_mgr()->GetDef(clone_results->value_map_.at( |
144 | original_loop_canonical_induction_variable_->result_id())); |
145 | return; |
146 | } |
147 | |
148 | BasicBlock::iterator insert_point = GetClonedLoop()->GetLatchBlock()->tail(); |
149 | if (GetClonedLoop()->GetLatchBlock()->GetMergeInst()) { |
150 | --insert_point; |
151 | } |
152 | InstructionBuilder builder( |
153 | context_, &*insert_point, |
154 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
155 | Instruction* uint_1_cst = |
156 | builder.GetIntConstant<uint32_t>(1, int_type_->IsSigned()); |
157 | // Create the increment. |
158 | // Note that we do "1 + 1" here, one of the operand should the phi |
159 | // value but we don't have it yet. The operand will be set latter. |
160 | Instruction* iv_inc = builder.AddIAdd( |
161 | uint_1_cst->type_id(), uint_1_cst->result_id(), uint_1_cst->result_id()); |
162 | |
163 | builder.SetInsertPoint(&*GetClonedLoop()->GetHeaderBlock()->begin()); |
164 | |
165 | canonical_induction_variable_ = builder.AddPhi( |
166 | uint_1_cst->type_id(), |
167 | {builder.GetIntConstant<uint32_t>(0, int_type_->IsSigned())->result_id(), |
168 | GetClonedLoop()->GetPreHeaderBlock()->id(), iv_inc->result_id(), |
169 | GetClonedLoop()->GetLatchBlock()->id()}); |
170 | // Connect everything. |
171 | iv_inc->SetInOperand(0, {canonical_induction_variable_->result_id()}); |
172 | |
173 | // Update def/use manager. |
174 | context_->get_def_use_mgr()->AnalyzeInstUse(iv_inc); |
175 | |
176 | // If do-while form, use the incremented value. |
177 | if (do_while_form_) { |
178 | canonical_induction_variable_ = iv_inc; |
179 | } |
180 | } |
181 | |
182 | void LoopPeeling::GetIteratorUpdateOperations( |
183 | const Loop* loop, Instruction* iterator, |
184 | std::unordered_set<Instruction*>* operations) { |
185 | analysis::DefUseManager* def_use_mgr = context_->get_def_use_mgr(); |
186 | operations->insert(iterator); |
187 | iterator->ForEachInId([def_use_mgr, loop, operations, this](uint32_t* id) { |
188 | Instruction* insn = def_use_mgr->GetDef(*id); |
189 | if (insn->opcode() == SpvOpLabel) { |
190 | return; |
191 | } |
192 | if (operations->count(insn)) { |
193 | return; |
194 | } |
195 | if (!loop->IsInsideLoop(insn)) { |
196 | return; |
197 | } |
198 | GetIteratorUpdateOperations(loop, insn, operations); |
199 | }); |
200 | } |
201 | |
202 | // Gather the set of blocks for all the path from |entry| to |root|. |
203 | static void GetBlocksInPath(uint32_t block, uint32_t entry, |
204 | std::unordered_set<uint32_t>* blocks_in_path, |
205 | const CFG& cfg) { |
206 | for (uint32_t pid : cfg.preds(block)) { |
207 | if (blocks_in_path->insert(pid).second) { |
208 | if (pid != entry) { |
209 | GetBlocksInPath(pid, entry, blocks_in_path, cfg); |
210 | } |
211 | } |
212 | } |
213 | } |
214 | |
215 | bool LoopPeeling::IsConditionCheckSideEffectFree() const { |
216 | CFG& cfg = *context_->cfg(); |
217 | |
218 | // The "do-while" form does not cause issues, the algorithm takes into account |
219 | // the first iteration. |
220 | if (!do_while_form_) { |
221 | uint32_t condition_block_id = cfg.preds(loop_->GetMergeBlock()->id())[0]; |
222 | |
223 | std::unordered_set<uint32_t> blocks_in_path; |
224 | |
225 | blocks_in_path.insert(condition_block_id); |
226 | GetBlocksInPath(condition_block_id, loop_->GetHeaderBlock()->id(), |
227 | &blocks_in_path, cfg); |
228 | |
229 | for (uint32_t bb_id : blocks_in_path) { |
230 | BasicBlock* bb = cfg.block(bb_id); |
231 | if (!bb->WhileEachInst([this](Instruction* insn) { |
232 | if (insn->IsBranch()) return true; |
233 | switch (insn->opcode()) { |
234 | case SpvOpLabel: |
235 | case SpvOpSelectionMerge: |
236 | case SpvOpLoopMerge: |
237 | return true; |
238 | default: |
239 | break; |
240 | } |
241 | return context_->IsCombinatorInstruction(insn); |
242 | })) { |
243 | return false; |
244 | } |
245 | } |
246 | } |
247 | |
248 | return true; |
249 | } |
250 | |
251 | void LoopPeeling::GetIteratingExitValues() { |
252 | CFG& cfg = *context_->cfg(); |
253 | |
254 | loop_->GetHeaderBlock()->ForEachPhiInst( |
255 | [this](Instruction* phi) { exit_value_[phi->result_id()] = nullptr; }); |
256 | |
257 | if (!loop_->GetMergeBlock()) { |
258 | return; |
259 | } |
260 | if (cfg.preds(loop_->GetMergeBlock()->id()).size() != 1) { |
261 | return; |
262 | } |
263 | analysis::DefUseManager* def_use_mgr = context_->get_def_use_mgr(); |
264 | |
265 | uint32_t condition_block_id = cfg.preds(loop_->GetMergeBlock()->id())[0]; |
266 | |
267 | auto& = cfg.preds(loop_->GetHeaderBlock()->id()); |
268 | do_while_form_ = std::find(header_pred.begin(), header_pred.end(), |
269 | condition_block_id) != header_pred.end(); |
270 | if (do_while_form_) { |
271 | loop_->GetHeaderBlock()->ForEachPhiInst( |
272 | [condition_block_id, def_use_mgr, this](Instruction* phi) { |
273 | std::unordered_set<Instruction*> operations; |
274 | |
275 | for (uint32_t i = 0; i < phi->NumInOperands(); i += 2) { |
276 | if (condition_block_id == phi->GetSingleWordInOperand(i + 1)) { |
277 | exit_value_[phi->result_id()] = |
278 | def_use_mgr->GetDef(phi->GetSingleWordInOperand(i)); |
279 | } |
280 | } |
281 | }); |
282 | } else { |
283 | DominatorTree* dom_tree = |
284 | &context_->GetDominatorAnalysis(loop_utils_.GetFunction()) |
285 | ->GetDomTree(); |
286 | BasicBlock* condition_block = cfg.block(condition_block_id); |
287 | |
288 | loop_->GetHeaderBlock()->ForEachPhiInst( |
289 | [dom_tree, condition_block, this](Instruction* phi) { |
290 | std::unordered_set<Instruction*> operations; |
291 | |
292 | // Not the back-edge value, check if the phi instruction is the only |
293 | // possible candidate. |
294 | GetIteratorUpdateOperations(loop_, phi, &operations); |
295 | |
296 | for (Instruction* insn : operations) { |
297 | if (insn == phi) { |
298 | continue; |
299 | } |
300 | if (dom_tree->Dominates(context_->get_instr_block(insn), |
301 | condition_block)) { |
302 | return; |
303 | } |
304 | } |
305 | exit_value_[phi->result_id()] = phi; |
306 | }); |
307 | } |
308 | } |
309 | |
310 | void LoopPeeling::FixExitCondition( |
311 | const std::function<uint32_t(Instruction*)>& condition_builder) { |
312 | CFG& cfg = *context_->cfg(); |
313 | |
314 | uint32_t condition_block_id = 0; |
315 | for (uint32_t id : cfg.preds(GetClonedLoop()->GetMergeBlock()->id())) { |
316 | if (GetClonedLoop()->IsInsideLoop(id)) { |
317 | condition_block_id = id; |
318 | break; |
319 | } |
320 | } |
321 | assert(condition_block_id != 0 && "2nd loop in improperly connected" ); |
322 | |
323 | BasicBlock* condition_block = cfg.block(condition_block_id); |
324 | Instruction* exit_condition = condition_block->terminator(); |
325 | assert(exit_condition->opcode() == SpvOpBranchConditional); |
326 | BasicBlock::iterator insert_point = condition_block->tail(); |
327 | if (condition_block->GetMergeInst()) { |
328 | --insert_point; |
329 | } |
330 | |
331 | exit_condition->SetInOperand(0, {condition_builder(&*insert_point)}); |
332 | |
333 | uint32_t to_continue_block_idx = |
334 | GetClonedLoop()->IsInsideLoop(exit_condition->GetSingleWordInOperand(1)) |
335 | ? 1 |
336 | : 2; |
337 | exit_condition->SetInOperand( |
338 | 1, {exit_condition->GetSingleWordInOperand(to_continue_block_idx)}); |
339 | exit_condition->SetInOperand(2, {GetClonedLoop()->GetMergeBlock()->id()}); |
340 | |
341 | // Update def/use manager. |
342 | context_->get_def_use_mgr()->AnalyzeInstUse(exit_condition); |
343 | } |
344 | |
345 | BasicBlock* LoopPeeling::CreateBlockBefore(BasicBlock* bb) { |
346 | analysis::DefUseManager* def_use_mgr = context_->get_def_use_mgr(); |
347 | CFG& cfg = *context_->cfg(); |
348 | assert(cfg.preds(bb->id()).size() == 1 && "More than one predecessor" ); |
349 | |
350 | // TODO(1841): Handle id overflow. |
351 | std::unique_ptr<BasicBlock> new_bb = |
352 | MakeUnique<BasicBlock>(std::unique_ptr<Instruction>(new Instruction( |
353 | context_, SpvOpLabel, 0, context_->TakeNextId(), {}))); |
354 | new_bb->SetParent(loop_utils_.GetFunction()); |
355 | // Update the loop descriptor. |
356 | Loop* in_loop = (*loop_utils_.GetLoopDescriptor())[bb]; |
357 | if (in_loop) { |
358 | in_loop->AddBasicBlock(new_bb.get()); |
359 | loop_utils_.GetLoopDescriptor()->SetBasicBlockToLoop(new_bb->id(), in_loop); |
360 | } |
361 | |
362 | context_->set_instr_block(new_bb->GetLabelInst(), new_bb.get()); |
363 | def_use_mgr->AnalyzeInstDefUse(new_bb->GetLabelInst()); |
364 | |
365 | BasicBlock* bb_pred = cfg.block(cfg.preds(bb->id())[0]); |
366 | bb_pred->tail()->ForEachInId([bb, &new_bb](uint32_t* id) { |
367 | if (*id == bb->id()) { |
368 | *id = new_bb->id(); |
369 | } |
370 | }); |
371 | cfg.RemoveEdge(bb_pred->id(), bb->id()); |
372 | cfg.AddEdge(bb_pred->id(), new_bb->id()); |
373 | def_use_mgr->AnalyzeInstUse(&*bb_pred->tail()); |
374 | |
375 | // Update the incoming branch. |
376 | bb->ForEachPhiInst([&new_bb, def_use_mgr](Instruction* phi) { |
377 | phi->SetInOperand(1, {new_bb->id()}); |
378 | def_use_mgr->AnalyzeInstUse(phi); |
379 | }); |
380 | InstructionBuilder( |
381 | context_, new_bb.get(), |
382 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping) |
383 | .AddBranch(bb->id()); |
384 | cfg.RegisterBlock(new_bb.get()); |
385 | |
386 | // Add the basic block to the function. |
387 | Function::iterator it = loop_utils_.GetFunction()->FindBlock(bb->id()); |
388 | assert(it != loop_utils_.GetFunction()->end() && |
389 | "Basic block not found in the function." ); |
390 | BasicBlock* ret = new_bb.get(); |
391 | loop_utils_.GetFunction()->AddBasicBlock(std::move(new_bb), it); |
392 | return ret; |
393 | } |
394 | |
395 | BasicBlock* LoopPeeling::ProtectLoop(Loop* loop, Instruction* condition, |
396 | BasicBlock* if_merge) { |
397 | // TODO(1841): Handle failure to create pre-header. |
398 | BasicBlock* if_block = loop->GetOrCreatePreHeaderBlock(); |
399 | // Will no longer be a pre-header because of the if. |
400 | loop->SetPreHeaderBlock(nullptr); |
401 | // Kill the branch to the header. |
402 | context_->KillInst(&*if_block->tail()); |
403 | |
404 | InstructionBuilder builder( |
405 | context_, if_block, |
406 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
407 | builder.AddConditionalBranch(condition->result_id(), |
408 | loop->GetHeaderBlock()->id(), if_merge->id(), |
409 | if_merge->id()); |
410 | |
411 | return if_block; |
412 | } |
413 | |
414 | void LoopPeeling::PeelBefore(uint32_t peel_factor) { |
415 | assert(CanPeelLoop() && "Cannot peel loop" ); |
416 | LoopUtils::LoopCloningResult clone_results; |
417 | |
418 | // Clone the loop and insert the cloned one before the loop. |
419 | DuplicateAndConnectLoop(&clone_results); |
420 | |
421 | // Add a canonical induction variable "canonical_induction_variable_". |
422 | InsertCanonicalInductionVariable(&clone_results); |
423 | |
424 | InstructionBuilder builder( |
425 | context_, &*cloned_loop_->GetPreHeaderBlock()->tail(), |
426 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
427 | Instruction* factor = |
428 | builder.GetIntConstant(peel_factor, int_type_->IsSigned()); |
429 | |
430 | Instruction* has_remaining_iteration = builder.AddLessThan( |
431 | factor->result_id(), loop_iteration_count_->result_id()); |
432 | Instruction* max_iteration = builder.AddSelect( |
433 | factor->type_id(), has_remaining_iteration->result_id(), |
434 | factor->result_id(), loop_iteration_count_->result_id()); |
435 | |
436 | // Change the exit condition of the cloned loop to be (exit when become |
437 | // false): |
438 | // "canonical_induction_variable_" < min("factor", "loop_iteration_count_") |
439 | FixExitCondition([max_iteration, this](Instruction* insert_before_point) { |
440 | return InstructionBuilder(context_, insert_before_point, |
441 | IRContext::kAnalysisDefUse | |
442 | IRContext::kAnalysisInstrToBlockMapping) |
443 | .AddLessThan(canonical_induction_variable_->result_id(), |
444 | max_iteration->result_id()) |
445 | ->result_id(); |
446 | }); |
447 | |
448 | // "Protect" the second loop: the second loop can only be executed if |
449 | // |has_remaining_iteration| is true (i.e. factor < loop_iteration_count_). |
450 | BasicBlock* if_merge_block = loop_->GetMergeBlock(); |
451 | loop_->SetMergeBlock(CreateBlockBefore(loop_->GetMergeBlock())); |
452 | // Prevent the second loop from being executed if we already executed all the |
453 | // required iterations. |
454 | BasicBlock* if_block = |
455 | ProtectLoop(loop_, has_remaining_iteration, if_merge_block); |
456 | // Patch the phi of the merge block. |
457 | if_merge_block->ForEachPhiInst( |
458 | [&clone_results, if_block, this](Instruction* phi) { |
459 | // if_merge_block had previously only 1 predecessor. |
460 | uint32_t incoming_value = phi->GetSingleWordInOperand(0); |
461 | auto def_in_loop = clone_results.value_map_.find(incoming_value); |
462 | if (def_in_loop != clone_results.value_map_.end()) |
463 | incoming_value = def_in_loop->second; |
464 | phi->AddOperand( |
465 | {spv_operand_type_t::SPV_OPERAND_TYPE_ID, {incoming_value}}); |
466 | phi->AddOperand( |
467 | {spv_operand_type_t::SPV_OPERAND_TYPE_ID, {if_block->id()}}); |
468 | context_->get_def_use_mgr()->AnalyzeInstUse(phi); |
469 | }); |
470 | |
471 | context_->InvalidateAnalysesExceptFor( |
472 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping | |
473 | IRContext::kAnalysisLoopAnalysis | IRContext::kAnalysisCFG); |
474 | } |
475 | |
476 | void LoopPeeling::PeelAfter(uint32_t peel_factor) { |
477 | assert(CanPeelLoop() && "Cannot peel loop" ); |
478 | LoopUtils::LoopCloningResult clone_results; |
479 | |
480 | // Clone the loop and insert the cloned one before the loop. |
481 | DuplicateAndConnectLoop(&clone_results); |
482 | |
483 | // Add a canonical induction variable "canonical_induction_variable_". |
484 | InsertCanonicalInductionVariable(&clone_results); |
485 | |
486 | InstructionBuilder builder( |
487 | context_, &*cloned_loop_->GetPreHeaderBlock()->tail(), |
488 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
489 | Instruction* factor = |
490 | builder.GetIntConstant(peel_factor, int_type_->IsSigned()); |
491 | |
492 | Instruction* has_remaining_iteration = builder.AddLessThan( |
493 | factor->result_id(), loop_iteration_count_->result_id()); |
494 | |
495 | // Change the exit condition of the cloned loop to be (exit when become |
496 | // false): |
497 | // "canonical_induction_variable_" + "factor" < "loop_iteration_count_" |
498 | FixExitCondition([factor, this](Instruction* insert_before_point) { |
499 | InstructionBuilder cond_builder( |
500 | context_, insert_before_point, |
501 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
502 | // Build the following check: canonical_induction_variable_ + factor < |
503 | // iteration_count |
504 | return cond_builder |
505 | .AddLessThan(cond_builder |
506 | .AddIAdd(canonical_induction_variable_->type_id(), |
507 | canonical_induction_variable_->result_id(), |
508 | factor->result_id()) |
509 | ->result_id(), |
510 | loop_iteration_count_->result_id()) |
511 | ->result_id(); |
512 | }); |
513 | |
514 | // "Protect" the first loop: the first loop can only be executed if |
515 | // factor < loop_iteration_count_. |
516 | |
517 | // The original loop's pre-header was the cloned loop merge block. |
518 | GetClonedLoop()->SetMergeBlock( |
519 | CreateBlockBefore(GetOriginalLoop()->GetPreHeaderBlock())); |
520 | // Use the second loop preheader as if merge block. |
521 | |
522 | // Prevent the first loop if only the peeled loop needs it. |
523 | BasicBlock* if_block = ProtectLoop(cloned_loop_, has_remaining_iteration, |
524 | GetOriginalLoop()->GetPreHeaderBlock()); |
525 | |
526 | // Patch the phi of the header block. |
527 | // We added an if to enclose the first loop and because the phi node are |
528 | // connected to the exit value of the first loop, the definition no longer |
529 | // dominate the preheader. |
530 | // We had to the preheader (our if merge block) the required phi instruction |
531 | // and patch the header phi. |
532 | GetOriginalLoop()->GetHeaderBlock()->ForEachPhiInst( |
533 | [&clone_results, if_block, this](Instruction* phi) { |
534 | analysis::DefUseManager* def_use_mgr = context_->get_def_use_mgr(); |
535 | |
536 | auto find_value_idx = [](Instruction* phi_inst, Loop* loop) { |
537 | uint32_t = |
538 | !loop->IsInsideLoop(phi_inst->GetSingleWordInOperand(1)) ? 0 : 2; |
539 | return preheader_value_idx; |
540 | }; |
541 | |
542 | Instruction* cloned_phi = |
543 | def_use_mgr->GetDef(clone_results.value_map_.at(phi->result_id())); |
544 | uint32_t = cloned_phi->GetSingleWordInOperand( |
545 | find_value_idx(cloned_phi, GetClonedLoop())); |
546 | |
547 | Instruction* new_phi = |
548 | InstructionBuilder(context_, |
549 | &*GetOriginalLoop()->GetPreHeaderBlock()->tail(), |
550 | IRContext::kAnalysisDefUse | |
551 | IRContext::kAnalysisInstrToBlockMapping) |
552 | .AddPhi(phi->type_id(), |
553 | {phi->GetSingleWordInOperand( |
554 | find_value_idx(phi, GetOriginalLoop())), |
555 | GetClonedLoop()->GetMergeBlock()->id(), |
556 | cloned_preheader_value, if_block->id()}); |
557 | |
558 | phi->SetInOperand(find_value_idx(phi, GetOriginalLoop()), |
559 | {new_phi->result_id()}); |
560 | def_use_mgr->AnalyzeInstUse(phi); |
561 | }); |
562 | |
563 | context_->InvalidateAnalysesExceptFor( |
564 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping | |
565 | IRContext::kAnalysisLoopAnalysis | IRContext::kAnalysisCFG); |
566 | } |
567 | |
568 | Pass::Status LoopPeelingPass::Process() { |
569 | bool modified = false; |
570 | Module* module = context()->module(); |
571 | |
572 | // Process each function in the module |
573 | for (Function& f : *module) { |
574 | modified |= ProcessFunction(&f); |
575 | } |
576 | |
577 | return modified ? Status::SuccessWithChange : Status::SuccessWithoutChange; |
578 | } |
579 | |
580 | bool LoopPeelingPass::ProcessFunction(Function* f) { |
581 | bool modified = false; |
582 | LoopDescriptor& loop_descriptor = *context()->GetLoopDescriptor(f); |
583 | |
584 | std::vector<Loop*> to_process_loop; |
585 | to_process_loop.reserve(loop_descriptor.NumLoops()); |
586 | for (Loop& l : loop_descriptor) { |
587 | to_process_loop.push_back(&l); |
588 | } |
589 | |
590 | ScalarEvolutionAnalysis scev_analysis(context()); |
591 | |
592 | for (Loop* loop : to_process_loop) { |
593 | CodeMetrics loop_size; |
594 | loop_size.Analyze(*loop); |
595 | |
596 | auto try_peel = [&loop_size, &modified, this](Loop* loop_to_peel) -> Loop* { |
597 | if (!loop_to_peel->IsLCSSA()) { |
598 | LoopUtils(context(), loop_to_peel).MakeLoopClosedSSA(); |
599 | } |
600 | |
601 | bool peeled_loop; |
602 | Loop* still_peelable_loop; |
603 | std::tie(peeled_loop, still_peelable_loop) = |
604 | ProcessLoop(loop_to_peel, &loop_size); |
605 | |
606 | if (peeled_loop) { |
607 | modified = true; |
608 | } |
609 | |
610 | return still_peelable_loop; |
611 | }; |
612 | |
613 | Loop* still_peelable_loop = try_peel(loop); |
614 | // The pass is working out the maximum factor by which a loop can be peeled. |
615 | // If the loop can potentially be peeled again, then there is only one |
616 | // possible direction, so only one call is still needed. |
617 | if (still_peelable_loop) { |
618 | try_peel(loop); |
619 | } |
620 | } |
621 | |
622 | return modified; |
623 | } |
624 | |
625 | std::pair<bool, Loop*> LoopPeelingPass::ProcessLoop(Loop* loop, |
626 | CodeMetrics* loop_size) { |
627 | ScalarEvolutionAnalysis* scev_analysis = |
628 | context()->GetScalarEvolutionAnalysis(); |
629 | // Default values for bailing out. |
630 | std::pair<bool, Loop*> bail_out{false, nullptr}; |
631 | |
632 | BasicBlock* exit_block = loop->FindConditionBlock(); |
633 | if (!exit_block) { |
634 | return bail_out; |
635 | } |
636 | |
637 | Instruction* exiting_iv = loop->FindConditionVariable(exit_block); |
638 | if (!exiting_iv) { |
639 | return bail_out; |
640 | } |
641 | size_t iterations = 0; |
642 | if (!loop->FindNumberOfIterations(exiting_iv, &*exit_block->tail(), |
643 | &iterations)) { |
644 | return bail_out; |
645 | } |
646 | if (!iterations) { |
647 | return bail_out; |
648 | } |
649 | |
650 | Instruction* canonical_induction_variable = nullptr; |
651 | |
652 | loop->GetHeaderBlock()->WhileEachPhiInst([&canonical_induction_variable, |
653 | scev_analysis, |
654 | this](Instruction* insn) { |
655 | if (const SERecurrentNode* iv = |
656 | scev_analysis->AnalyzeInstruction(insn)->AsSERecurrentNode()) { |
657 | const SEConstantNode* offset = iv->GetOffset()->AsSEConstantNode(); |
658 | const SEConstantNode* coeff = iv->GetCoefficient()->AsSEConstantNode(); |
659 | if (offset && coeff && offset->FoldToSingleValue() == 0 && |
660 | coeff->FoldToSingleValue() == 1) { |
661 | if (context()->get_type_mgr()->GetType(insn->type_id())->AsInteger()) { |
662 | canonical_induction_variable = insn; |
663 | return false; |
664 | } |
665 | } |
666 | } |
667 | return true; |
668 | }); |
669 | |
670 | bool is_signed = canonical_induction_variable |
671 | ? context() |
672 | ->get_type_mgr() |
673 | ->GetType(canonical_induction_variable->type_id()) |
674 | ->AsInteger() |
675 | ->IsSigned() |
676 | : false; |
677 | |
678 | LoopPeeling peeler( |
679 | loop, |
680 | InstructionBuilder( |
681 | context(), loop->GetHeaderBlock(), |
682 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping) |
683 | .GetIntConstant<uint32_t>(static_cast<uint32_t>(iterations), |
684 | is_signed), |
685 | canonical_induction_variable); |
686 | |
687 | if (!peeler.CanPeelLoop()) { |
688 | return bail_out; |
689 | } |
690 | |
691 | // For each basic block in the loop, check if it can be peeled. If it |
692 | // can, get the direction (before/after) and by which factor. |
693 | LoopPeelingInfo peel_info(loop, iterations, scev_analysis); |
694 | |
695 | uint32_t peel_before_factor = 0; |
696 | uint32_t peel_after_factor = 0; |
697 | |
698 | for (uint32_t block : loop->GetBlocks()) { |
699 | if (block == exit_block->id()) { |
700 | continue; |
701 | } |
702 | BasicBlock* bb = cfg()->block(block); |
703 | PeelDirection direction; |
704 | uint32_t factor; |
705 | std::tie(direction, factor) = peel_info.GetPeelingInfo(bb); |
706 | |
707 | if (direction == PeelDirection::kNone) { |
708 | continue; |
709 | } |
710 | if (direction == PeelDirection::kBefore) { |
711 | peel_before_factor = std::max(peel_before_factor, factor); |
712 | } else { |
713 | assert(direction == PeelDirection::kAfter); |
714 | peel_after_factor = std::max(peel_after_factor, factor); |
715 | } |
716 | } |
717 | PeelDirection direction = PeelDirection::kNone; |
718 | uint32_t factor = 0; |
719 | |
720 | // Find which direction we should peel. |
721 | if (peel_before_factor) { |
722 | factor = peel_before_factor; |
723 | direction = PeelDirection::kBefore; |
724 | } |
725 | if (peel_after_factor) { |
726 | if (peel_before_factor < peel_after_factor) { |
727 | // Favor a peel after here and give the peel before another shot later. |
728 | factor = peel_after_factor; |
729 | direction = PeelDirection::kAfter; |
730 | } |
731 | } |
732 | |
733 | // Do the peel if we can. |
734 | if (direction == PeelDirection::kNone) return bail_out; |
735 | |
736 | // This does not take into account branch elimination opportunities and |
737 | // the unrolling. It assumes the peeled loop will be unrolled as well. |
738 | if (factor * loop_size->roi_size_ > code_grow_threshold_) { |
739 | return bail_out; |
740 | } |
741 | loop_size->roi_size_ *= factor; |
742 | |
743 | // Find if a loop should be peeled again. |
744 | Loop* = nullptr; |
745 | |
746 | if (direction == PeelDirection::kBefore) { |
747 | peeler.PeelBefore(factor); |
748 | if (stats_) { |
749 | stats_->peeled_loops_.emplace_back(loop, PeelDirection::kBefore, factor); |
750 | } |
751 | if (peel_after_factor) { |
752 | // We could have peeled after, give it another try. |
753 | extra_opportunity = peeler.GetOriginalLoop(); |
754 | } |
755 | } else { |
756 | peeler.PeelAfter(factor); |
757 | if (stats_) { |
758 | stats_->peeled_loops_.emplace_back(loop, PeelDirection::kAfter, factor); |
759 | } |
760 | if (peel_before_factor) { |
761 | // We could have peeled before, give it another try. |
762 | extra_opportunity = peeler.GetClonedLoop(); |
763 | } |
764 | } |
765 | |
766 | return {true, extra_opportunity}; |
767 | } |
768 | |
769 | uint32_t LoopPeelingPass::LoopPeelingInfo::GetFirstLoopInvariantOperand( |
770 | Instruction* condition) const { |
771 | for (uint32_t i = 0; i < condition->NumInOperands(); i++) { |
772 | BasicBlock* bb = |
773 | context_->get_instr_block(condition->GetSingleWordInOperand(i)); |
774 | if (bb && loop_->IsInsideLoop(bb)) { |
775 | return condition->GetSingleWordInOperand(i); |
776 | } |
777 | } |
778 | |
779 | return 0; |
780 | } |
781 | |
782 | uint32_t LoopPeelingPass::LoopPeelingInfo::GetFirstNonLoopInvariantOperand( |
783 | Instruction* condition) const { |
784 | for (uint32_t i = 0; i < condition->NumInOperands(); i++) { |
785 | BasicBlock* bb = |
786 | context_->get_instr_block(condition->GetSingleWordInOperand(i)); |
787 | if (!bb || !loop_->IsInsideLoop(bb)) { |
788 | return condition->GetSingleWordInOperand(i); |
789 | } |
790 | } |
791 | |
792 | return 0; |
793 | } |
794 | |
795 | static bool IsHandledCondition(SpvOp opcode) { |
796 | switch (opcode) { |
797 | case SpvOpIEqual: |
798 | case SpvOpINotEqual: |
799 | case SpvOpUGreaterThan: |
800 | case SpvOpSGreaterThan: |
801 | case SpvOpUGreaterThanEqual: |
802 | case SpvOpSGreaterThanEqual: |
803 | case SpvOpULessThan: |
804 | case SpvOpSLessThan: |
805 | case SpvOpULessThanEqual: |
806 | case SpvOpSLessThanEqual: |
807 | return true; |
808 | default: |
809 | return false; |
810 | } |
811 | } |
812 | |
813 | LoopPeelingPass::LoopPeelingInfo::Direction |
814 | LoopPeelingPass::LoopPeelingInfo::GetPeelingInfo(BasicBlock* bb) const { |
815 | if (bb->terminator()->opcode() != SpvOpBranchConditional) { |
816 | return GetNoneDirection(); |
817 | } |
818 | |
819 | analysis::DefUseManager* def_use_mgr = context_->get_def_use_mgr(); |
820 | |
821 | Instruction* condition = |
822 | def_use_mgr->GetDef(bb->terminator()->GetSingleWordInOperand(0)); |
823 | |
824 | if (!IsHandledCondition(condition->opcode())) { |
825 | return GetNoneDirection(); |
826 | } |
827 | |
828 | if (!GetFirstLoopInvariantOperand(condition)) { |
829 | // No loop invariant, it cannot be peeled by this pass. |
830 | return GetNoneDirection(); |
831 | } |
832 | if (!GetFirstNonLoopInvariantOperand(condition)) { |
833 | // Seems to be a job for the unswitch pass. |
834 | return GetNoneDirection(); |
835 | } |
836 | |
837 | // Left hand-side. |
838 | SExpression lhs = scev_analysis_->AnalyzeInstruction( |
839 | def_use_mgr->GetDef(condition->GetSingleWordInOperand(0))); |
840 | if (lhs->GetType() == SENode::CanNotCompute) { |
841 | // Can't make any conclusion. |
842 | return GetNoneDirection(); |
843 | } |
844 | |
845 | // Right hand-side. |
846 | SExpression rhs = scev_analysis_->AnalyzeInstruction( |
847 | def_use_mgr->GetDef(condition->GetSingleWordInOperand(1))); |
848 | if (rhs->GetType() == SENode::CanNotCompute) { |
849 | // Can't make any conclusion. |
850 | return GetNoneDirection(); |
851 | } |
852 | |
853 | // Only take into account recurrent expression over the current loop. |
854 | bool is_lhs_rec = !scev_analysis_->IsLoopInvariant(loop_, lhs); |
855 | bool is_rhs_rec = !scev_analysis_->IsLoopInvariant(loop_, rhs); |
856 | |
857 | if ((is_lhs_rec && is_rhs_rec) || (!is_lhs_rec && !is_rhs_rec)) { |
858 | return GetNoneDirection(); |
859 | } |
860 | |
861 | if (is_lhs_rec) { |
862 | if (!lhs->AsSERecurrentNode() || |
863 | lhs->AsSERecurrentNode()->GetLoop() != loop_) { |
864 | return GetNoneDirection(); |
865 | } |
866 | } |
867 | if (is_rhs_rec) { |
868 | if (!rhs->AsSERecurrentNode() || |
869 | rhs->AsSERecurrentNode()->GetLoop() != loop_) { |
870 | return GetNoneDirection(); |
871 | } |
872 | } |
873 | |
874 | // If the op code is ==, then we try a peel before or after. |
875 | // If opcode is not <, >, <= or >=, we bail out. |
876 | // |
877 | // For the remaining cases, we canonicalize the expression so that the |
878 | // constant expression is on the left hand side and the recurring expression |
879 | // is on the right hand side. If we swap hand side, then < becomes >, <= |
880 | // becomes >= etc. |
881 | // If the opcode is <=, then we add 1 to the right hand side and do the peel |
882 | // check on <. |
883 | // If the opcode is >=, then we add 1 to the left hand side and do the peel |
884 | // check on >. |
885 | |
886 | CmpOperator cmp_operator; |
887 | switch (condition->opcode()) { |
888 | default: |
889 | return GetNoneDirection(); |
890 | case SpvOpIEqual: |
891 | case SpvOpINotEqual: |
892 | return HandleEquality(lhs, rhs); |
893 | case SpvOpUGreaterThan: |
894 | case SpvOpSGreaterThan: { |
895 | cmp_operator = CmpOperator::kGT; |
896 | break; |
897 | } |
898 | case SpvOpULessThan: |
899 | case SpvOpSLessThan: { |
900 | cmp_operator = CmpOperator::kLT; |
901 | break; |
902 | } |
903 | // We add one to transform >= into > and <= into <. |
904 | case SpvOpUGreaterThanEqual: |
905 | case SpvOpSGreaterThanEqual: { |
906 | cmp_operator = CmpOperator::kGE; |
907 | break; |
908 | } |
909 | case SpvOpULessThanEqual: |
910 | case SpvOpSLessThanEqual: { |
911 | cmp_operator = CmpOperator::kLE; |
912 | break; |
913 | } |
914 | } |
915 | |
916 | // Force the left hand side to be the non recurring expression. |
917 | if (is_lhs_rec) { |
918 | std::swap(lhs, rhs); |
919 | switch (cmp_operator) { |
920 | case CmpOperator::kLT: { |
921 | cmp_operator = CmpOperator::kGT; |
922 | break; |
923 | } |
924 | case CmpOperator::kGT: { |
925 | cmp_operator = CmpOperator::kLT; |
926 | break; |
927 | } |
928 | case CmpOperator::kLE: { |
929 | cmp_operator = CmpOperator::kGE; |
930 | break; |
931 | } |
932 | case CmpOperator::kGE: { |
933 | cmp_operator = CmpOperator::kLE; |
934 | break; |
935 | } |
936 | } |
937 | } |
938 | return HandleInequality(cmp_operator, lhs, rhs->AsSERecurrentNode()); |
939 | } |
940 | |
941 | SExpression LoopPeelingPass::LoopPeelingInfo::GetValueAtFirstIteration( |
942 | SERecurrentNode* rec) const { |
943 | return rec->GetOffset(); |
944 | } |
945 | |
946 | SExpression LoopPeelingPass::LoopPeelingInfo::GetValueAtIteration( |
947 | SERecurrentNode* rec, int64_t iteration) const { |
948 | SExpression coeff = rec->GetCoefficient(); |
949 | SExpression offset = rec->GetOffset(); |
950 | |
951 | return (coeff * iteration) + offset; |
952 | } |
953 | |
954 | SExpression LoopPeelingPass::LoopPeelingInfo::GetValueAtLastIteration( |
955 | SERecurrentNode* rec) const { |
956 | return GetValueAtIteration(rec, loop_max_iterations_ - 1); |
957 | } |
958 | |
959 | bool LoopPeelingPass::LoopPeelingInfo::EvalOperator(CmpOperator cmp_op, |
960 | SExpression lhs, |
961 | SExpression rhs, |
962 | bool* result) const { |
963 | assert(scev_analysis_->IsLoopInvariant(loop_, lhs)); |
964 | assert(scev_analysis_->IsLoopInvariant(loop_, rhs)); |
965 | // We perform the test: 0 cmp_op rhs - lhs |
966 | // What is left is then to determine the sign of the expression. |
967 | switch (cmp_op) { |
968 | case CmpOperator::kLT: { |
969 | return scev_analysis_->IsAlwaysGreaterThanZero(rhs - lhs, result); |
970 | } |
971 | case CmpOperator::kGT: { |
972 | return scev_analysis_->IsAlwaysGreaterThanZero(lhs - rhs, result); |
973 | } |
974 | case CmpOperator::kLE: { |
975 | return scev_analysis_->IsAlwaysGreaterOrEqualToZero(rhs - lhs, result); |
976 | } |
977 | case CmpOperator::kGE: { |
978 | return scev_analysis_->IsAlwaysGreaterOrEqualToZero(lhs - rhs, result); |
979 | } |
980 | } |
981 | return false; |
982 | } |
983 | |
984 | LoopPeelingPass::LoopPeelingInfo::Direction |
985 | LoopPeelingPass::LoopPeelingInfo::HandleEquality(SExpression lhs, |
986 | SExpression rhs) const { |
987 | { |
988 | // Try peel before opportunity. |
989 | SExpression lhs_cst = lhs; |
990 | if (SERecurrentNode* rec_node = lhs->AsSERecurrentNode()) { |
991 | lhs_cst = rec_node->GetOffset(); |
992 | } |
993 | SExpression rhs_cst = rhs; |
994 | if (SERecurrentNode* rec_node = rhs->AsSERecurrentNode()) { |
995 | rhs_cst = rec_node->GetOffset(); |
996 | } |
997 | |
998 | if (lhs_cst == rhs_cst) { |
999 | return Direction{LoopPeelingPass::PeelDirection::kBefore, 1}; |
1000 | } |
1001 | } |
1002 | |
1003 | { |
1004 | // Try peel after opportunity. |
1005 | SExpression lhs_cst = lhs; |
1006 | if (SERecurrentNode* rec_node = lhs->AsSERecurrentNode()) { |
1007 | // rec_node(x) = a * x + b |
1008 | // assign to lhs: a * (loop_max_iterations_ - 1) + b |
1009 | lhs_cst = GetValueAtLastIteration(rec_node); |
1010 | } |
1011 | SExpression rhs_cst = rhs; |
1012 | if (SERecurrentNode* rec_node = rhs->AsSERecurrentNode()) { |
1013 | // rec_node(x) = a * x + b |
1014 | // assign to lhs: a * (loop_max_iterations_ - 1) + b |
1015 | rhs_cst = GetValueAtLastIteration(rec_node); |
1016 | } |
1017 | |
1018 | if (lhs_cst == rhs_cst) { |
1019 | return Direction{LoopPeelingPass::PeelDirection::kAfter, 1}; |
1020 | } |
1021 | } |
1022 | |
1023 | return GetNoneDirection(); |
1024 | } |
1025 | |
1026 | LoopPeelingPass::LoopPeelingInfo::Direction |
1027 | LoopPeelingPass::LoopPeelingInfo::HandleInequality(CmpOperator cmp_op, |
1028 | SExpression lhs, |
1029 | SERecurrentNode* rhs) const { |
1030 | SExpression offset = rhs->GetOffset(); |
1031 | SExpression coefficient = rhs->GetCoefficient(); |
1032 | // Compute (cst - B) / A. |
1033 | std::pair<SExpression, int64_t> flip_iteration = (lhs - offset) / coefficient; |
1034 | if (!flip_iteration.first->AsSEConstantNode()) { |
1035 | return GetNoneDirection(); |
1036 | } |
1037 | // note: !!flip_iteration.second normalize to 0/1 (via bool cast). |
1038 | int64_t iteration = |
1039 | flip_iteration.first->AsSEConstantNode()->FoldToSingleValue() + |
1040 | !!flip_iteration.second; |
1041 | if (iteration <= 0 || |
1042 | loop_max_iterations_ <= static_cast<uint64_t>(iteration)) { |
1043 | // Always true or false within the loop bounds. |
1044 | return GetNoneDirection(); |
1045 | } |
1046 | // If this is a <= or >= operator and the iteration, make sure |iteration| is |
1047 | // the one flipping the condition. |
1048 | // If (cst - B) and A are not divisible, this equivalent to a < or > check, so |
1049 | // we skip this test. |
1050 | if (!flip_iteration.second && |
1051 | (cmp_op == CmpOperator::kLE || cmp_op == CmpOperator::kGE)) { |
1052 | bool first_iteration; |
1053 | bool current_iteration; |
1054 | if (!EvalOperator(cmp_op, lhs, offset, &first_iteration) || |
1055 | !EvalOperator(cmp_op, lhs, GetValueAtIteration(rhs, iteration), |
1056 | ¤t_iteration)) { |
1057 | return GetNoneDirection(); |
1058 | } |
1059 | // If the condition did not flip the next will. |
1060 | if (first_iteration == current_iteration) { |
1061 | iteration++; |
1062 | } |
1063 | } |
1064 | |
1065 | uint32_t cast_iteration = 0; |
1066 | // sanity check: can we fit |iteration| in a uint32_t ? |
1067 | if (static_cast<uint64_t>(iteration) < std::numeric_limits<uint32_t>::max()) { |
1068 | cast_iteration = static_cast<uint32_t>(iteration); |
1069 | } |
1070 | |
1071 | if (cast_iteration) { |
1072 | // Peel before if we are closer to the start, after if closer to the end. |
1073 | if (loop_max_iterations_ / 2 > cast_iteration) { |
1074 | return Direction{LoopPeelingPass::PeelDirection::kBefore, cast_iteration}; |
1075 | } else { |
1076 | return Direction{ |
1077 | LoopPeelingPass::PeelDirection::kAfter, |
1078 | static_cast<uint32_t>(loop_max_iterations_ - cast_iteration)}; |
1079 | } |
1080 | } |
1081 | |
1082 | return GetNoneDirection(); |
1083 | } |
1084 | |
1085 | } // namespace opt |
1086 | } // namespace spvtools |
1087 | |