1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
|
#pragma once
#ifdef __GNUC__
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wunused-parameter"
#endif
//===- llvm/Analysis/IVDescriptors.h - IndVar Descriptors -------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This file "describes" induction and recurrence variables.
//
//===----------------------------------------------------------------------===//
#ifndef LLVM_ANALYSIS_IVDESCRIPTORS_H
#define LLVM_ANALYSIS_IVDESCRIPTORS_H
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/SmallPtrSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/StringRef.h"
#include "llvm/IR/InstrTypes.h"
#include "llvm/IR/Instruction.h"
#include "llvm/IR/Operator.h"
#include "llvm/IR/ValueHandle.h"
#include "llvm/Support/Casting.h"
namespace llvm {
class DemandedBits;
class AssumptionCache;
class Loop;
class PredicatedScalarEvolution;
class ScalarEvolution;
class SCEV;
class DominatorTree;
/// These are the kinds of recurrences that we support.
enum class RecurKind {
None, ///< Not a recurrence.
Add, ///< Sum of integers.
Mul, ///< Product of integers.
Or, ///< Bitwise or logical OR of integers.
And, ///< Bitwise or logical AND of integers.
Xor, ///< Bitwise or logical XOR of integers.
SMin, ///< Signed integer min implemented in terms of select(cmp()).
SMax, ///< Signed integer max implemented in terms of select(cmp()).
UMin, ///< Unisgned integer min implemented in terms of select(cmp()).
UMax, ///< Unsigned integer max implemented in terms of select(cmp()).
FAdd, ///< Sum of floats.
FMul, ///< Product of floats.
FMin, ///< FP min implemented in terms of select(cmp()).
FMax ///< FP max implemented in terms of select(cmp()).
};
/// The RecurrenceDescriptor is used to identify recurrences variables in a
/// loop. Reduction is a special case of recurrence that has uses of the
/// recurrence variable outside the loop. The method isReductionPHI identifies
/// reductions that are basic recurrences.
///
/// Basic recurrences are defined as the summation, product, OR, AND, XOR, min,
/// or max of a set of terms. For example: for(i=0; i<n; i++) { total +=
/// array[i]; } is a summation of array elements. Basic recurrences are a
/// special case of chains of recurrences (CR). See ScalarEvolution for CR
/// references.
/// This struct holds information about recurrence variables.
class RecurrenceDescriptor {
public:
RecurrenceDescriptor() = default;
RecurrenceDescriptor(Value *Start, Instruction *Exit, RecurKind K,
FastMathFlags FMF, Instruction *UAI, Type *RT,
bool Signed, SmallPtrSetImpl<Instruction *> &CI)
: StartValue(Start), LoopExitInstr(Exit), Kind(K), FMF(FMF),
UnsafeAlgebraInst(UAI), RecurrenceType(RT), IsSigned(Signed) {
CastInsts.insert(CI.begin(), CI.end());
}
/// This POD struct holds information about a potential recurrence operation.
class InstDesc {
public:
InstDesc(bool IsRecur, Instruction *I, Instruction *UAI = nullptr)
: IsRecurrence(IsRecur), PatternLastInst(I),
RecKind(RecurKind::None), UnsafeAlgebraInst(UAI) {}
InstDesc(Instruction *I, RecurKind K, Instruction *UAI = nullptr)
: IsRecurrence(true), PatternLastInst(I), RecKind(K),
UnsafeAlgebraInst(UAI) {}
bool isRecurrence() const { return IsRecurrence; }
bool hasUnsafeAlgebra() const { return UnsafeAlgebraInst != nullptr; }
Instruction *getUnsafeAlgebraInst() const { return UnsafeAlgebraInst; }
RecurKind getRecKind() const { return RecKind; }
Instruction *getPatternInst() const { return PatternLastInst; }
private:
// Is this instruction a recurrence candidate.
bool IsRecurrence;
// The last instruction in a min/max pattern (select of the select(icmp())
// pattern), or the current recurrence instruction otherwise.
Instruction *PatternLastInst;
// If this is a min/max pattern.
RecurKind RecKind;
// Recurrence has unsafe algebra.
Instruction *UnsafeAlgebraInst;
};
/// Returns a struct describing if the instruction 'I' can be a recurrence
/// variable of type 'Kind'. If the recurrence is a min/max pattern of
/// select(icmp()) this function advances the instruction pointer 'I' from the
/// compare instruction to the select instruction and stores this pointer in
/// 'PatternLastInst' member of the returned struct.
static InstDesc isRecurrenceInstr(Instruction *I, RecurKind Kind,
InstDesc &Prev, bool HasFunNoNaNAttr);
/// Returns true if instruction I has multiple uses in Insts
static bool hasMultipleUsesOf(Instruction *I,
SmallPtrSetImpl<Instruction *> &Insts,
unsigned MaxNumUses);
/// Returns true if all uses of the instruction I is within the Set.
static bool areAllUsesIn(Instruction *I, SmallPtrSetImpl<Instruction *> &Set);
/// Returns a struct describing if the instruction is a
/// Select(ICmp(X, Y), X, Y) instruction pattern corresponding to a min(X, Y)
/// or max(X, Y). \p Prev specifies the description of an already processed
/// select instruction, so its corresponding cmp can be matched to it.
static InstDesc isMinMaxSelectCmpPattern(Instruction *I,
const InstDesc &Prev);
/// Returns a struct describing if the instruction is a
/// Select(FCmp(X, Y), (Z = X op PHINode), PHINode) instruction pattern.
static InstDesc isConditionalRdxPattern(RecurKind Kind, Instruction *I);
/// Returns identity corresponding to the RecurrenceKind.
static Constant *getRecurrenceIdentity(RecurKind K, Type *Tp);
/// Returns the opcode corresponding to the RecurrenceKind.
static unsigned getOpcode(RecurKind Kind);
/// Returns true if Phi is a reduction of type Kind and adds it to the
/// RecurrenceDescriptor. If either \p DB is non-null or \p AC and \p DT are
/// non-null, the minimal bit width needed to compute the reduction will be
/// computed.
static bool AddReductionVar(PHINode *Phi, RecurKind Kind, Loop *TheLoop,
bool HasFunNoNaNAttr,
RecurrenceDescriptor &RedDes,
DemandedBits *DB = nullptr,
AssumptionCache *AC = nullptr,
DominatorTree *DT = nullptr);
/// Returns true if Phi is a reduction in TheLoop. The RecurrenceDescriptor
/// is returned in RedDes. If either \p DB is non-null or \p AC and \p DT are
/// non-null, the minimal bit width needed to compute the reduction will be
/// computed.
static bool isReductionPHI(PHINode *Phi, Loop *TheLoop,
RecurrenceDescriptor &RedDes,
DemandedBits *DB = nullptr,
AssumptionCache *AC = nullptr,
DominatorTree *DT = nullptr);
/// Returns true if Phi is a first-order recurrence. A first-order recurrence
/// is a non-reduction recurrence relation in which the value of the
/// recurrence in the current loop iteration equals a value defined in the
/// previous iteration. \p SinkAfter includes pairs of instructions where the
/// first will be rescheduled to appear after the second if/when the loop is
/// vectorized. It may be augmented with additional pairs if needed in order
/// to handle Phi as a first-order recurrence.
static bool
isFirstOrderRecurrence(PHINode *Phi, Loop *TheLoop,
DenseMap<Instruction *, Instruction *> &SinkAfter,
DominatorTree *DT);
RecurKind getRecurrenceKind() const { return Kind; }
unsigned getOpcode() const { return getOpcode(getRecurrenceKind()); }
FastMathFlags getFastMathFlags() const { return FMF; }
TrackingVH<Value> getRecurrenceStartValue() const { return StartValue; }
Instruction *getLoopExitInstr() const { return LoopExitInstr; }
/// Returns true if the recurrence has unsafe algebra which requires a relaxed
/// floating-point model.
bool hasUnsafeAlgebra() const { return UnsafeAlgebraInst != nullptr; }
/// Returns first unsafe algebra instruction in the PHI node's use-chain.
Instruction *getUnsafeAlgebraInst() const { return UnsafeAlgebraInst; }
/// Returns true if the recurrence kind is an integer kind.
static bool isIntegerRecurrenceKind(RecurKind Kind);
/// Returns true if the recurrence kind is a floating point kind.
static bool isFloatingPointRecurrenceKind(RecurKind Kind);
/// Returns true if the recurrence kind is an arithmetic kind.
static bool isArithmeticRecurrenceKind(RecurKind Kind);
/// Returns true if the recurrence kind is an integer min/max kind.
static bool isIntMinMaxRecurrenceKind(RecurKind Kind) {
return Kind == RecurKind::UMin || Kind == RecurKind::UMax ||
Kind == RecurKind::SMin || Kind == RecurKind::SMax;
}
/// Returns true if the recurrence kind is a floating-point min/max kind.
static bool isFPMinMaxRecurrenceKind(RecurKind Kind) {
return Kind == RecurKind::FMin || Kind == RecurKind::FMax;
}
/// Returns true if the recurrence kind is any min/max kind.
static bool isMinMaxRecurrenceKind(RecurKind Kind) {
return isIntMinMaxRecurrenceKind(Kind) || isFPMinMaxRecurrenceKind(Kind);
}
/// Returns the type of the recurrence. This type can be narrower than the
/// actual type of the Phi if the recurrence has been type-promoted.
Type *getRecurrenceType() const { return RecurrenceType; }
/// Returns a reference to the instructions used for type-promoting the
/// recurrence.
const SmallPtrSet<Instruction *, 8> &getCastInsts() const { return CastInsts; }
/// Returns true if all source operands of the recurrence are SExtInsts.
bool isSigned() const { return IsSigned; }
/// Attempts to find a chain of operations from Phi to LoopExitInst that can
/// be treated as a set of reductions instructions for in-loop reductions.
SmallVector<Instruction *, 4> getReductionOpChain(PHINode *Phi,
Loop *L) const;
private:
// The starting value of the recurrence.
// It does not have to be zero!
TrackingVH<Value> StartValue;
// The instruction who's value is used outside the loop.
Instruction *LoopExitInstr = nullptr;
// The kind of the recurrence.
RecurKind Kind = RecurKind::None;
// The fast-math flags on the recurrent instructions. We propagate these
// fast-math flags into the vectorized FP instructions we generate.
FastMathFlags FMF;
// First occurrence of unasfe algebra in the PHI's use-chain.
Instruction *UnsafeAlgebraInst = nullptr;
// The type of the recurrence.
Type *RecurrenceType = nullptr;
// True if all source operands of the recurrence are SExtInsts.
bool IsSigned = false;
// Instructions used for type-promoting the recurrence.
SmallPtrSet<Instruction *, 8> CastInsts;
};
/// A struct for saving information about induction variables.
class InductionDescriptor {
public:
/// This enum represents the kinds of inductions that we support.
enum InductionKind {
IK_NoInduction, ///< Not an induction variable.
IK_IntInduction, ///< Integer induction variable. Step = C.
IK_PtrInduction, ///< Pointer induction var. Step = C / sizeof(elem).
IK_FpInduction ///< Floating point induction variable.
};
public:
/// Default constructor - creates an invalid induction.
InductionDescriptor() = default;
Value *getStartValue() const { return StartValue; }
InductionKind getKind() const { return IK; }
const SCEV *getStep() const { return Step; }
BinaryOperator *getInductionBinOp() const { return InductionBinOp; }
ConstantInt *getConstIntStepValue() const;
/// Returns true if \p Phi is an induction in the loop \p L. If \p Phi is an
/// induction, the induction descriptor \p D will contain the data describing
/// this induction. If by some other means the caller has a better SCEV
/// expression for \p Phi than the one returned by the ScalarEvolution
/// analysis, it can be passed through \p Expr. If the def-use chain
/// associated with the phi includes casts (that we know we can ignore
/// under proper runtime checks), they are passed through \p CastsToIgnore.
static bool
isInductionPHI(PHINode *Phi, const Loop *L, ScalarEvolution *SE,
InductionDescriptor &D, const SCEV *Expr = nullptr,
SmallVectorImpl<Instruction *> *CastsToIgnore = nullptr);
/// Returns true if \p Phi is a floating point induction in the loop \p L.
/// If \p Phi is an induction, the induction descriptor \p D will contain
/// the data describing this induction.
static bool isFPInductionPHI(PHINode *Phi, const Loop *L, ScalarEvolution *SE,
InductionDescriptor &D);
/// Returns true if \p Phi is a loop \p L induction, in the context associated
/// with the run-time predicate of PSE. If \p Assume is true, this can add
/// further SCEV predicates to \p PSE in order to prove that \p Phi is an
/// induction.
/// If \p Phi is an induction, \p D will contain the data describing this
/// induction.
static bool isInductionPHI(PHINode *Phi, const Loop *L,
PredicatedScalarEvolution &PSE,
InductionDescriptor &D, bool Assume = false);
/// Returns true if the induction type is FP and the binary operator does
/// not have the "fast-math" property. Such operation requires a relaxed FP
/// mode.
bool hasUnsafeAlgebra() {
return (IK == IK_FpInduction) && InductionBinOp &&
!cast<FPMathOperator>(InductionBinOp)->isFast();
}
/// Returns induction operator that does not have "fast-math" property
/// and requires FP unsafe mode.
Instruction *getUnsafeAlgebraInst() {
if (IK != IK_FpInduction)
return nullptr;
if (!InductionBinOp || cast<FPMathOperator>(InductionBinOp)->isFast())
return nullptr;
return InductionBinOp;
}
/// Returns binary opcode of the induction operator.
Instruction::BinaryOps getInductionOpcode() const {
return InductionBinOp ? InductionBinOp->getOpcode()
: Instruction::BinaryOpsEnd;
}
/// Returns a reference to the type cast instructions in the induction
/// update chain, that are redundant when guarded with a runtime
/// SCEV overflow check.
const SmallVectorImpl<Instruction *> &getCastInsts() const {
return RedundantCasts;
}
private:
/// Private constructor - used by \c isInductionPHI.
InductionDescriptor(Value *Start, InductionKind K, const SCEV *Step,
BinaryOperator *InductionBinOp = nullptr,
SmallVectorImpl<Instruction *> *Casts = nullptr);
/// Start value.
TrackingVH<Value> StartValue;
/// Induction kind.
InductionKind IK = IK_NoInduction;
/// Step value.
const SCEV *Step = nullptr;
// Instruction that advances induction variable.
BinaryOperator *InductionBinOp = nullptr;
// Instructions used for type-casts of the induction variable,
// that are redundant when guarded with a runtime SCEV overflow check.
SmallVector<Instruction *, 2> RedundantCasts;
};
} // end namespace llvm
#endif // LLVM_ANALYSIS_IVDESCRIPTORS_H
#ifdef __GNUC__
#pragma GCC diagnostic pop
#endif
|