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22 | 22 | #include "swift/SILOptimizer/Differentiation/DifferentiationInvoker.h"
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23 | 23 | #include "swift/SILOptimizer/Differentiation/LinearMapInfo.h"
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24 | 24 |
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25 |
| -#include "swift/SIL/TypeSubstCloner.h" |
26 |
| -#include "llvm/ADT/DenseMap.h" |
27 |
| - |
28 | 25 | namespace swift {
|
29 |
| - |
30 |
| -class SILDifferentiabilityWitness; |
31 |
| -class SILBasicBlock; |
32 |
| -class SILFunction; |
33 |
| -class SILInstruction; |
34 |
| - |
35 | 26 | namespace autodiff {
|
36 | 27 |
|
37 | 28 | class ADContext;
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38 | 29 | class PullbackCloner;
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39 | 30 |
|
40 |
| -class VJPCloner final |
41 |
| - : public TypeSubstCloner<VJPCloner, SILOptFunctionBuilder> { |
42 |
| - friend class PullbackCloner; |
43 |
| - |
44 |
| -private: |
45 |
| - /// The global context. |
46 |
| - ADContext &context; |
47 |
| - |
48 |
| - /// The original function. |
49 |
| - SILFunction *const original; |
50 |
| - |
51 |
| - /// The differentiability witness. |
52 |
| - SILDifferentiabilityWitness *const witness; |
53 |
| - |
54 |
| - /// The VJP function. |
55 |
| - SILFunction *const vjp; |
56 |
| - |
57 |
| - /// The pullback function. |
58 |
| - SILFunction *pullback; |
59 |
| - |
60 |
| - /// The differentiation invoker. |
61 |
| - DifferentiationInvoker invoker; |
62 |
| - |
63 |
| - /// Info from activity analysis on the original function. |
64 |
| - const DifferentiableActivityInfo &activityInfo; |
65 |
| - |
66 |
| - /// The linear map info. |
67 |
| - LinearMapInfo pullbackInfo; |
68 |
| - |
69 |
| - /// Caches basic blocks whose phi arguments have been remapped (adding a |
70 |
| - /// predecessor enum argument). |
71 |
| - SmallPtrSet<SILBasicBlock *, 4> remappedBasicBlocks; |
72 |
| - |
73 |
| - bool errorOccurred = false; |
74 |
| - |
75 |
| - /// Mapping from original blocks to pullback values. Used to build pullback |
76 |
| - /// struct instances. |
77 |
| - llvm::DenseMap<SILBasicBlock *, SmallVector<SILValue, 8>> pullbackValues; |
78 |
| - |
79 |
| - ASTContext &getASTContext() const { return vjp->getASTContext(); } |
80 |
| - SILModule &getModule() const { return vjp->getModule(); } |
81 |
| - const SILAutoDiffIndices getIndices() const { |
82 |
| - return witness->getSILAutoDiffIndices(); |
83 |
| - } |
84 |
| - |
85 |
| - static SubstitutionMap getSubstitutionMap(SILFunction *original, |
86 |
| - SILFunction *vjp); |
87 |
| - |
88 |
| - static const DifferentiableActivityInfo & |
89 |
| - getActivityInfo(ADContext &context, SILFunction *original, |
90 |
| - SILAutoDiffIndices indices, SILFunction *vjp); |
| 31 | +/// A helper class for generating VJP functions. |
| 32 | +class VJPCloner final { |
| 33 | + class Implementation; |
| 34 | + Implementation &impl; |
91 | 35 |
|
92 | 36 | public:
|
| 37 | + /// Creates a VJP cloner. |
| 38 | + /// |
| 39 | + /// The parent VJP cloner stores the original function and an empty |
| 40 | + /// to-be-generated pullback function. |
93 | 41 | explicit VJPCloner(ADContext &context, SILFunction *original,
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94 | 42 | SILDifferentiabilityWitness *witness, SILFunction *vjp,
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95 | 43 | DifferentiationInvoker invoker);
|
96 |
| - |
97 |
| - SILFunction *createEmptyPullback(); |
98 |
| - |
99 |
| - /// Run VJP generation. Returns true on error. |
| 44 | + ~VJPCloner(); |
| 45 | + |
| 46 | + ADContext &getContext() const; |
| 47 | + SILModule &getModule() const; |
| 48 | + SILFunction &getOriginal() const; |
| 49 | + SILFunction &getVJP() const; |
| 50 | + SILFunction &getPullback() const; |
| 51 | + SILDifferentiabilityWitness *getWitness() const; |
| 52 | + const SILAutoDiffIndices getIndices() const; |
| 53 | + DifferentiationInvoker getInvoker() const; |
| 54 | + LinearMapInfo &getPullbackInfo() const; |
| 55 | + const DifferentiableActivityInfo &getActivityInfo() const; |
| 56 | + |
| 57 | + /// Performs VJP generation on the empty VJP function. Returns true if any |
| 58 | + /// error occurs. |
100 | 59 | bool run();
|
101 |
| - |
102 |
| - void postProcess(SILInstruction *orig, SILInstruction *cloned); |
103 |
| - |
104 |
| - /// Remap original basic blocks, adding predecessor enum arguments. |
105 |
| - SILBasicBlock *remapBasicBlock(SILBasicBlock *bb); |
106 |
| - |
107 |
| - /// General visitor for all instructions. If any error is emitted by previous |
108 |
| - /// visits, bail out. |
109 |
| - void visit(SILInstruction *inst); |
110 |
| - |
111 |
| - void visitSILInstruction(SILInstruction *inst); |
112 |
| - |
113 |
| -private: |
114 |
| - /// Get the lowered SIL type of the given AST type. |
115 |
| - SILType getLoweredType(Type type); |
116 |
| - |
117 |
| - /// Get the lowered SIL type of the given nominal type declaration. |
118 |
| - SILType getNominalDeclLoweredType(NominalTypeDecl *nominal); |
119 |
| - |
120 |
| - // Creates a trampoline block for given original terminator instruction, the |
121 |
| - // pullback struct value for its parent block, and a successor basic block. |
122 |
| - // |
123 |
| - // The trampoline block has the same arguments as and branches to the remapped |
124 |
| - // successor block, but drops the last predecessor enum argument. |
125 |
| - // |
126 |
| - // Used for cloning branching terminator instructions with specific |
127 |
| - // requirements on successor block arguments, where an additional predecessor |
128 |
| - // enum argument is not acceptable. |
129 |
| - SILBasicBlock *createTrampolineBasicBlock(TermInst *termInst, |
130 |
| - StructInst *pbStructVal, |
131 |
| - SILBasicBlock *succBB); |
132 |
| - |
133 |
| - /// Build a pullback struct value for the given original terminator |
134 |
| - /// instruction. |
135 |
| - StructInst *buildPullbackValueStructValue(TermInst *termInst); |
136 |
| - |
137 |
| - /// Build a predecessor enum instance using the given builder for the given |
138 |
| - /// original predecessor/successor blocks and pullback struct value. |
139 |
| - EnumInst *buildPredecessorEnumValue(SILBuilder &builder, |
140 |
| - SILBasicBlock *predBB, |
141 |
| - SILBasicBlock *succBB, |
142 |
| - SILValue pbStructVal); |
143 |
| - |
144 |
| -public: |
145 |
| - void visitReturnInst(ReturnInst *ri); |
146 |
| - |
147 |
| - void visitBranchInst(BranchInst *bi); |
148 |
| - |
149 |
| - void visitCondBranchInst(CondBranchInst *cbi); |
150 |
| - |
151 |
| - void visitSwitchEnumInstBase(SwitchEnumInstBase *inst); |
152 |
| - |
153 |
| - void visitSwitchEnumInst(SwitchEnumInst *sei); |
154 |
| - |
155 |
| - void visitSwitchEnumAddrInst(SwitchEnumAddrInst *seai); |
156 |
| - |
157 |
| - void visitCheckedCastBranchInst(CheckedCastBranchInst *ccbi); |
158 |
| - |
159 |
| - void visitCheckedCastValueBranchInst(CheckedCastValueBranchInst *ccvbi); |
160 |
| - |
161 |
| - void visitCheckedCastAddrBranchInst(CheckedCastAddrBranchInst *ccabi); |
162 |
| - |
163 |
| - // If an `apply` has active results or active inout arguments, replace it |
164 |
| - // with an `apply` of its VJP. |
165 |
| - void visitApplyInst(ApplyInst *ai); |
166 |
| - |
167 |
| - void visitDifferentiableFunctionInst(DifferentiableFunctionInst *dfi); |
168 | 60 | };
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169 | 61 |
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170 | 62 | } // end namespace autodiff
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