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Aart Bik281c6812016-08-26 11:31:48 -07001/*
2 * Copyright (C) 2016 The Android Open Source Project
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17#ifndef ART_COMPILER_OPTIMIZING_LOOP_OPTIMIZATION_H_
18#define ART_COMPILER_OPTIMIZING_LOOP_OPTIMIZATION_H_
19
Vladimir Markoca6fff82017-10-03 14:49:14 +010020#include "base/scoped_arena_allocator.h"
21#include "base/scoped_arena_containers.h"
Aart Bik281c6812016-08-26 11:31:48 -070022#include "induction_var_range.h"
Artem Serov121f2032017-10-23 19:19:06 +010023#include "loop_analysis.h"
Aart Bik281c6812016-08-26 11:31:48 -070024#include "nodes.h"
25#include "optimization.h"
Artem Serov121f2032017-10-23 19:19:06 +010026#include "superblock_cloner.h"
Aart Bik281c6812016-08-26 11:31:48 -070027
28namespace art {
29
Aart Bik92685a82017-03-06 11:13:43 -080030class CompilerDriver;
Artem Serovcf43fb62018-02-15 14:43:48 +000031class ArchNoOptsLoopHelper;
Aart Bik92685a82017-03-06 11:13:43 -080032
Aart Bik281c6812016-08-26 11:31:48 -070033/**
34 * Loop optimizations. Builds a loop hierarchy and applies optimizations to
Aart Bikf8f5a162017-02-06 15:35:29 -080035 * the detected nested loops, such as removal of dead induction and empty loops
36 * and inner loop vectorization.
Aart Bik281c6812016-08-26 11:31:48 -070037 */
38class HLoopOptimization : public HOptimization {
39 public:
Aart Bik92685a82017-03-06 11:13:43 -080040 HLoopOptimization(HGraph* graph,
41 CompilerDriver* compiler_driver,
Aart Bikb92cc332017-09-06 15:53:17 -070042 HInductionVarAnalysis* induction_analysis,
Aart Bik2ca10eb2017-11-15 15:17:53 -080043 OptimizingCompilerStats* stats,
44 const char* name = kLoopOptimizationPassName);
Aart Bik281c6812016-08-26 11:31:48 -070045
Aart Bik24773202018-04-26 10:28:51 -070046 bool Run() OVERRIDE;
Aart Bik281c6812016-08-26 11:31:48 -070047
48 static constexpr const char* kLoopOptimizationPassName = "loop_optimization";
49
50 private:
51 /**
52 * A single loop inside the loop hierarchy representation.
53 */
Aart Bik96202302016-10-04 17:33:56 -070054 struct LoopNode : public ArenaObject<kArenaAllocLoopOptimization> {
Aart Bik281c6812016-08-26 11:31:48 -070055 explicit LoopNode(HLoopInformation* lp_info)
56 : loop_info(lp_info),
57 outer(nullptr),
58 inner(nullptr),
59 previous(nullptr),
60 next(nullptr) {}
Aart Bikf8f5a162017-02-06 15:35:29 -080061 HLoopInformation* loop_info;
Aart Bik281c6812016-08-26 11:31:48 -070062 LoopNode* outer;
63 LoopNode* inner;
64 LoopNode* previous;
65 LoopNode* next;
66 };
67
Aart Bikf8f5a162017-02-06 15:35:29 -080068 /*
69 * Vectorization restrictions (bit mask).
70 */
71 enum VectorRestrictions {
Aart Bik0148de42017-09-05 09:25:01 -070072 kNone = 0, // no restrictions
73 kNoMul = 1 << 0, // no multiplication
74 kNoDiv = 1 << 1, // no division
75 kNoShift = 1 << 2, // no shift
76 kNoShr = 1 << 3, // no arithmetic shift right
77 kNoHiBits = 1 << 4, // "wider" operations cannot bring in higher order bits
78 kNoSignedHAdd = 1 << 5, // no signed halving add
79 kNoUnroundedHAdd = 1 << 6, // no unrounded halving add
80 kNoAbs = 1 << 7, // no absolute value
Aart Bik3f08e9b2018-05-01 13:42:03 -070081 kNoStringCharAt = 1 << 8, // no StringCharAt
82 kNoReduction = 1 << 9, // no reduction
83 kNoSAD = 1 << 10, // no sum of absolute differences (SAD)
84 kNoWideSAD = 1 << 11, // no sum of absolute differences (SAD) with operand widening
Aart Bikf8f5a162017-02-06 15:35:29 -080085 };
Aart Bik96202302016-10-04 17:33:56 -070086
Aart Bikf8f5a162017-02-06 15:35:29 -080087 /*
88 * Vectorization mode during synthesis
89 * (sequential peeling/cleanup loop or vector loop).
90 */
91 enum VectorMode {
92 kSequential,
93 kVector
94 };
95
96 /*
97 * Representation of a unit-stride array reference.
98 */
99 struct ArrayReference {
Aart Bik38a3f212017-10-20 17:02:21 -0700100 ArrayReference(HInstruction* b, HInstruction* o, DataType::Type t, bool l, bool c = false)
101 : base(b), offset(o), type(t), lhs(l), is_string_char_at(c) { }
Aart Bikf8f5a162017-02-06 15:35:29 -0800102 bool operator<(const ArrayReference& other) const {
103 return
104 (base < other.base) ||
105 (base == other.base &&
106 (offset < other.offset || (offset == other.offset &&
107 (type < other.type ||
Aart Bik38a3f212017-10-20 17:02:21 -0700108 (type == other.type &&
109 (lhs < other.lhs ||
110 (lhs == other.lhs &&
111 is_string_char_at < other.is_string_char_at)))))));
Aart Bikf8f5a162017-02-06 15:35:29 -0800112 }
Aart Bik38a3f212017-10-20 17:02:21 -0700113 HInstruction* base; // base address
114 HInstruction* offset; // offset + i
115 DataType::Type type; // component type
116 bool lhs; // def/use
117 bool is_string_char_at; // compressed string read
Aart Bikf8f5a162017-02-06 15:35:29 -0800118 };
119
Aart Bikb29f6842017-07-28 15:58:41 -0700120 //
Aart Bikf8f5a162017-02-06 15:35:29 -0800121 // Loop setup and traversal.
Aart Bikb29f6842017-07-28 15:58:41 -0700122 //
123
Aart Bik24773202018-04-26 10:28:51 -0700124 bool LocalRun();
Aart Bik281c6812016-08-26 11:31:48 -0700125 void AddLoop(HLoopInformation* loop_info);
126 void RemoveLoop(LoopNode* node);
Aart Bik281c6812016-08-26 11:31:48 -0700127
Aart Bikb29f6842017-07-28 15:58:41 -0700128 // Traverses all loops inner to outer to perform simplifications and optimizations.
129 // Returns true if loops nested inside current loop (node) have changed.
130 bool TraverseLoopsInnerToOuter(LoopNode* node);
131
132 //
Aart Bikf8f5a162017-02-06 15:35:29 -0800133 // Optimization.
Aart Bikb29f6842017-07-28 15:58:41 -0700134 //
135
Aart Bik281c6812016-08-26 11:31:48 -0700136 void SimplifyInduction(LoopNode* node);
Aart Bik482095d2016-10-10 15:39:10 -0700137 void SimplifyBlocks(LoopNode* node);
Aart Bikf8f5a162017-02-06 15:35:29 -0800138
Artem Serov121f2032017-10-23 19:19:06 +0100139 // Performs optimizations specific to inner loop with finite header logic (empty loop removal,
Aart Bikb29f6842017-07-28 15:58:41 -0700140 // unrolling, vectorization). Returns true if anything changed.
Artem Serov121f2032017-10-23 19:19:06 +0100141 bool TryOptimizeInnerLoopFinite(LoopNode* node);
142
143 // Performs optimizations specific to inner loop. Returns true if anything changed.
Aart Bikb29f6842017-07-28 15:58:41 -0700144 bool OptimizeInnerLoop(LoopNode* node);
145
Artem Serov121f2032017-10-23 19:19:06 +0100146 // Tries to apply loop unrolling for branch penalty reduction and better instruction scheduling
147 // opportunities. Returns whether transformation happened.
148 bool TryUnrollingForBranchPenaltyReduction(LoopNode* loop_node);
149
Artem Serov72411e62017-10-19 16:18:07 +0100150 // Tries to apply loop peeling for loop invariant exits elimination. Returns whether
151 // transformation happened.
152 bool TryPeelingForLoopInvariantExitsElimination(LoopNode* loop_node);
153
Aart Bikb29f6842017-07-28 15:58:41 -0700154 //
Aart Bikf8f5a162017-02-06 15:35:29 -0800155 // Vectorization analysis and synthesis.
Aart Bikb29f6842017-07-28 15:58:41 -0700156 //
157
Aart Bik14a68b42017-06-08 14:06:58 -0700158 bool ShouldVectorize(LoopNode* node, HBasicBlock* block, int64_t trip_count);
Aart Bikf8f5a162017-02-06 15:35:29 -0800159 void Vectorize(LoopNode* node, HBasicBlock* block, HBasicBlock* exit, int64_t trip_count);
160 void GenerateNewLoop(LoopNode* node,
161 HBasicBlock* block,
162 HBasicBlock* new_preheader,
163 HInstruction* lo,
164 HInstruction* hi,
Aart Bik14a68b42017-06-08 14:06:58 -0700165 HInstruction* step,
166 uint32_t unroll);
Aart Bikf8f5a162017-02-06 15:35:29 -0800167 bool VectorizeDef(LoopNode* node, HInstruction* instruction, bool generate_code);
168 bool VectorizeUse(LoopNode* node,
169 HInstruction* instruction,
170 bool generate_code,
Vladimir Marko0ebe0d82017-09-21 22:50:39 +0100171 DataType::Type type,
Aart Bikf8f5a162017-02-06 15:35:29 -0800172 uint64_t restrictions);
Aart Bik38a3f212017-10-20 17:02:21 -0700173 uint32_t GetVectorSizeInBytes();
Vladimir Marko0ebe0d82017-09-21 22:50:39 +0100174 bool TrySetVectorType(DataType::Type type, /*out*/ uint64_t* restrictions);
Aart Bikf8f5a162017-02-06 15:35:29 -0800175 bool TrySetVectorLength(uint32_t length);
Vladimir Marko0ebe0d82017-09-21 22:50:39 +0100176 void GenerateVecInv(HInstruction* org, DataType::Type type);
Aart Bik14a68b42017-06-08 14:06:58 -0700177 void GenerateVecSub(HInstruction* org, HInstruction* offset);
Aart Bikf8f5a162017-02-06 15:35:29 -0800178 void GenerateVecMem(HInstruction* org,
179 HInstruction* opa,
180 HInstruction* opb,
Aart Bik14a68b42017-06-08 14:06:58 -0700181 HInstruction* offset,
Vladimir Marko0ebe0d82017-09-21 22:50:39 +0100182 DataType::Type type);
Aart Bik0148de42017-09-05 09:25:01 -0700183 void GenerateVecReductionPhi(HPhi* phi);
184 void GenerateVecReductionPhiInputs(HPhi* phi, HInstruction* reduction);
185 HInstruction* ReduceAndExtractIfNeeded(HInstruction* instruction);
Aart Bik304c8a52017-05-23 11:01:13 -0700186 void GenerateVecOp(HInstruction* org,
187 HInstruction* opa,
188 HInstruction* opb,
Aart Bik3f08e9b2018-05-01 13:42:03 -0700189 DataType::Type type);
Aart Bik281c6812016-08-26 11:31:48 -0700190
Aart Bikf3e61ee2017-04-12 17:09:20 -0700191 // Vectorization idioms.
Aart Bik29aa0822018-03-08 11:28:00 -0800192 bool VectorizeSaturationIdiom(LoopNode* node,
193 HInstruction* instruction,
194 bool generate_code,
195 DataType::Type type,
196 uint64_t restrictions);
Aart Bikf3e61ee2017-04-12 17:09:20 -0700197 bool VectorizeHalvingAddIdiom(LoopNode* node,
198 HInstruction* instruction,
199 bool generate_code,
Vladimir Marko0ebe0d82017-09-21 22:50:39 +0100200 DataType::Type type,
Aart Bikf3e61ee2017-04-12 17:09:20 -0700201 uint64_t restrictions);
Aart Bikdbbac8f2017-09-01 13:06:08 -0700202 bool VectorizeSADIdiom(LoopNode* node,
203 HInstruction* instruction,
204 bool generate_code,
Vladimir Marko0ebe0d82017-09-21 22:50:39 +0100205 DataType::Type type,
Aart Bikdbbac8f2017-09-01 13:06:08 -0700206 uint64_t restrictions);
Aart Bikf3e61ee2017-04-12 17:09:20 -0700207
Aart Bik14a68b42017-06-08 14:06:58 -0700208 // Vectorization heuristics.
Aart Bik38a3f212017-10-20 17:02:21 -0700209 Alignment ComputeAlignment(HInstruction* offset,
210 DataType::Type type,
211 bool is_string_char_at,
212 uint32_t peeling = 0);
213 void SetAlignmentStrategy(uint32_t peeling_votes[],
214 const ArrayReference* peeling_candidate);
215 uint32_t MaxNumberPeeled();
Aart Bik14a68b42017-06-08 14:06:58 -0700216 bool IsVectorizationProfitable(int64_t trip_count);
Aart Bik14a68b42017-06-08 14:06:58 -0700217
Aart Bikb29f6842017-07-28 15:58:41 -0700218 //
Aart Bik6b69e0a2017-01-11 10:20:43 -0800219 // Helpers.
Aart Bikb29f6842017-07-28 15:58:41 -0700220 //
221
Aart Bikf8f5a162017-02-06 15:35:29 -0800222 bool TrySetPhiInduction(HPhi* phi, bool restrict_uses);
Aart Bikb29f6842017-07-28 15:58:41 -0700223 bool TrySetPhiReduction(HPhi* phi);
224
225 // Detects loop header with a single induction (returned in main_phi), possibly
226 // other phis for reductions, but no other side effects. Returns true on success.
227 bool TrySetSimpleLoopHeader(HBasicBlock* block, /*out*/ HPhi** main_phi);
228
Aart Bikcc42be02016-10-20 16:14:16 -0700229 bool IsEmptyBody(HBasicBlock* block);
Aart Bik482095d2016-10-10 15:39:10 -0700230 bool IsOnlyUsedAfterLoop(HLoopInformation* loop_info,
Aart Bik8c4a8542016-10-06 11:36:57 -0700231 HInstruction* instruction,
Aart Bik6b69e0a2017-01-11 10:20:43 -0800232 bool collect_loop_uses,
Aart Bik38a3f212017-10-20 17:02:21 -0700233 /*out*/ uint32_t* use_count);
Aart Bikf8f5a162017-02-06 15:35:29 -0800234 bool IsUsedOutsideLoop(HLoopInformation* loop_info,
235 HInstruction* instruction);
Nicolas Geoffray1a0a5192017-06-22 11:56:01 +0100236 bool TryReplaceWithLastValue(HLoopInformation* loop_info,
237 HInstruction* instruction,
238 HBasicBlock* block);
Aart Bikf8f5a162017-02-06 15:35:29 -0800239 bool TryAssignLastValue(HLoopInformation* loop_info,
240 HInstruction* instruction,
241 HBasicBlock* block,
242 bool collect_loop_uses);
Aart Bik6b69e0a2017-01-11 10:20:43 -0800243 void RemoveDeadInstructions(const HInstructionList& list);
Nicolas Geoffray1a0a5192017-06-22 11:56:01 +0100244 bool CanRemoveCycle(); // Whether the current 'iset_' is removable.
Aart Bik281c6812016-08-26 11:31:48 -0700245
Aart Bik92685a82017-03-06 11:13:43 -0800246 // Compiler driver (to query ISA features).
247 const CompilerDriver* compiler_driver_;
248
Aart Bik96202302016-10-04 17:33:56 -0700249 // Range information based on prior induction variable analysis.
Aart Bik281c6812016-08-26 11:31:48 -0700250 InductionVarRange induction_range_;
251
252 // Phase-local heap memory allocator for the loop optimizer. Storage obtained
Aart Bik96202302016-10-04 17:33:56 -0700253 // through this allocator is immediately released when the loop optimizer is done.
Vladimir Markoca6fff82017-10-03 14:49:14 +0100254 ScopedArenaAllocator* loop_allocator_;
Aart Bik281c6812016-08-26 11:31:48 -0700255
Aart Bikf8f5a162017-02-06 15:35:29 -0800256 // Global heap memory allocator. Used to build HIR.
257 ArenaAllocator* global_allocator_;
258
Aart Bik96202302016-10-04 17:33:56 -0700259 // Entries into the loop hierarchy representation. The hierarchy resides
260 // in phase-local heap memory.
Aart Bik281c6812016-08-26 11:31:48 -0700261 LoopNode* top_loop_;
262 LoopNode* last_loop_;
263
Aart Bik8c4a8542016-10-06 11:36:57 -0700264 // Temporary bookkeeping of a set of instructions.
265 // Contents reside in phase-local heap memory.
Vladimir Markoca6fff82017-10-03 14:49:14 +0100266 ScopedArenaSet<HInstruction*>* iset_;
Aart Bik8c4a8542016-10-06 11:36:57 -0700267
Aart Bikb29f6842017-07-28 15:58:41 -0700268 // Temporary bookkeeping of reduction instructions. Mapping is two-fold:
269 // (1) reductions in the loop-body are mapped back to their phi definition,
270 // (2) phi definitions are mapped to their initial value (updated during
271 // code generation to feed the proper values into the new chain).
272 // Contents reside in phase-local heap memory.
Vladimir Markoca6fff82017-10-03 14:49:14 +0100273 ScopedArenaSafeMap<HInstruction*, HInstruction*>* reductions_;
Aart Bik482095d2016-10-10 15:39:10 -0700274
Aart Bikdf7822e2016-12-06 10:05:30 -0800275 // Flag that tracks if any simplifications have occurred.
276 bool simplified_;
277
Aart Bikf8f5a162017-02-06 15:35:29 -0800278 // Number of "lanes" for selected packed type.
279 uint32_t vector_length_;
280
281 // Set of array references in the vector loop.
282 // Contents reside in phase-local heap memory.
Vladimir Markoca6fff82017-10-03 14:49:14 +0100283 ScopedArenaSet<ArrayReference>* vector_refs_;
Aart Bikf8f5a162017-02-06 15:35:29 -0800284
Aart Bik38a3f212017-10-20 17:02:21 -0700285 // Static or dynamic loop peeling for alignment.
286 uint32_t vector_static_peeling_factor_;
287 const ArrayReference* vector_dynamic_peeling_candidate_;
Aart Bik14a68b42017-06-08 14:06:58 -0700288
289 // Dynamic data dependence test of the form a != b.
290 HInstruction* vector_runtime_test_a_;
291 HInstruction* vector_runtime_test_b_;
292
Aart Bikf8f5a162017-02-06 15:35:29 -0800293 // Mapping used during vectorization synthesis for both the scalar peeling/cleanup
Aart Bik14a68b42017-06-08 14:06:58 -0700294 // loop (mode is kSequential) and the actual vector loop (mode is kVector). The data
Aart Bikf8f5a162017-02-06 15:35:29 -0800295 // structure maps original instructions into the new instructions.
296 // Contents reside in phase-local heap memory.
Vladimir Markoca6fff82017-10-03 14:49:14 +0100297 ScopedArenaSafeMap<HInstruction*, HInstruction*>* vector_map_;
Aart Bikf8f5a162017-02-06 15:35:29 -0800298
Aart Bik0148de42017-09-05 09:25:01 -0700299 // Permanent mapping used during vectorization synthesis.
300 // Contents reside in phase-local heap memory.
Vladimir Markoca6fff82017-10-03 14:49:14 +0100301 ScopedArenaSafeMap<HInstruction*, HInstruction*>* vector_permanent_map_;
Aart Bik0148de42017-09-05 09:25:01 -0700302
Aart Bikf8f5a162017-02-06 15:35:29 -0800303 // Temporary vectorization bookkeeping.
Aart Bik14a68b42017-06-08 14:06:58 -0700304 VectorMode vector_mode_; // synthesis mode
Aart Bikf8f5a162017-02-06 15:35:29 -0800305 HBasicBlock* vector_preheader_; // preheader of the new loop
306 HBasicBlock* vector_header_; // header of the new loop
307 HBasicBlock* vector_body_; // body of the new loop
Aart Bik14a68b42017-06-08 14:06:58 -0700308 HInstruction* vector_index_; // normalized index of the new loop
Aart Bikf8f5a162017-02-06 15:35:29 -0800309
Artem Serov121f2032017-10-23 19:19:06 +0100310 // Helper for target-specific behaviour for loop optimizations.
Artem Serovcf43fb62018-02-15 14:43:48 +0000311 ArchNoOptsLoopHelper* arch_loop_helper_;
Artem Serov121f2032017-10-23 19:19:06 +0100312
Aart Bik281c6812016-08-26 11:31:48 -0700313 friend class LoopOptimizationTest;
314
315 DISALLOW_COPY_AND_ASSIGN(HLoopOptimization);
316};
317
318} // namespace art
319
320#endif // ART_COMPILER_OPTIMIZING_LOOP_OPTIMIZATION_H_