| // Copyright (c) 2021 Google LLC. |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| |
| #ifndef SOURCE_OPT_DATAFLOW_H_ |
| #define SOURCE_OPT_DATAFLOW_H_ |
| |
| #include <queue> |
| #include <unordered_map> |
| #include <vector> |
| |
| #include "source/opt/instruction.h" |
| #include "source/opt/ir_context.h" |
| |
| namespace spvtools { |
| namespace opt { |
| |
| // Generic data-flow analysis. |
| // Maintains a worklist of instructions to process and processes them in a |
| // specified order. See also ForwardDataFlowAnalysis, which is specialized for |
| // forward data-flow analysis. |
| class DataFlowAnalysis { |
| public: |
| // The result of a |Visit| operation on an instruction. |
| // This is used to determine when analysis has reached a fixpoint. |
| enum class VisitResult { |
| // The analysis result for this instruction has changed. |
| // This means that any instructions that depend on it (its successors) must |
| // be recomputed. |
| kResultChanged, |
| // The analysis result for this instruction has not changed. |
| // When all visit operations return |kResultFixed|, the analysis has reached |
| // a fixpoint (converged). |
| kResultFixed, |
| }; |
| |
| virtual ~DataFlowAnalysis() {} |
| |
| // Run this analysis on a given function. |
| // For analyses which work interprocedurally, |function| may be ignored. |
| void Run(Function* function); |
| |
| protected: |
| DataFlowAnalysis(IRContext& context) : context_(context) {} |
| |
| // Initialize the worklist for a given function. |
| // |is_first_iteration| is true on the first call to |Run| and false |
| // afterwards. All subsequent runs are only necessary to check if the analysis |
| // has converged; if |EnqueueSuccessors| is complete, |InitializeWorklist| |
| // should do nothing after the first iteration. |
| virtual void InitializeWorklist(Function* function, |
| bool is_first_iteration) = 0; |
| |
| // Enqueues the successors (instructions which use the analysis result) of |
| // |inst|. This is not required to be complete, but convergence is faster when |
| // it is. This is called whenever |Visit| returns |kResultChanged|. |
| virtual void EnqueueSuccessors(Instruction* inst) = 0; |
| |
| // Visits the given instruction, recomputing the analysis result. This is |
| // called once per instruction queued in |InitializeWorklist| and afterward |
| // when a predecessor is changed, through |EnqueueSuccessors|. |
| virtual VisitResult Visit(Instruction* inst) = 0; |
| |
| // Enqueues the given instruction to be visited. Ignored if already in the |
| // worklist. |
| bool Enqueue(Instruction* inst); |
| |
| IRContext& context() { return context_; } |
| |
| private: |
| // Runs one pass, calling |InitializeWorklist| and then iterating through the |
| // worklist until all fixed. |
| VisitResult RunOnce(Function* function, bool is_first_iteration); |
| |
| IRContext& context_; |
| std::unordered_map<Instruction*, bool> on_worklist_; |
| // The worklist, which contains the list of instructions to be visited. |
| // |
| // The choice of data structure was influenced by the data in "Iterative |
| // Data-flow Analysis, Revisited" (Cooper et al, 2002). |
| // https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.125.1549&rep=rep1&type=pdf |
| // The paper shows that the overall performance benefit of a priority queue |
| // over a regular queue or stack is relatively small (or negative). |
| // |
| // A queue has the advantage that nodes are visited in the same order they are |
| // enqueued, which relieves the analysis from inserting nodes "backwards", for |
| // example in worklist initialization. Also, as the paper claims that sorting |
| // successors does not improve runtime, we can use a single queue which is |
| // modified during iteration. |
| std::queue<Instruction*> worklist_; |
| }; |
| |
| // A generic data flow analysis, specialized for forward analysis. |
| class ForwardDataFlowAnalysis : public DataFlowAnalysis { |
| public: |
| // Indicates where labels should be in the worklist RPO ordering. |
| enum class LabelPosition { |
| // Labels should be placed at the beginning of their blocks. |
| kLabelsAtBeginning, |
| // Labels should be placed at the end of their blocks. |
| kLabelsAtEnd, |
| // Labels should not be in the worklist. |
| kNoLabels, |
| // Only labels should be placed in the worklist. |
| kLabelsOnly, |
| }; |
| |
| ForwardDataFlowAnalysis(IRContext& context, LabelPosition label_position) |
| : DataFlowAnalysis(context), label_position_(label_position) {} |
| |
| protected: |
| // Initializes the worklist in reverse postorder, regardless of |
| // |is_first_iteration|. Labels are placed according to the label position |
| // specified in the constructor. |
| void InitializeWorklist(Function* function, bool is_first_iteration) override; |
| |
| // Enqueues the users and block successors of the given instruction. |
| // See |EnqueueUsers| and |EnqueueBlockSuccessors|. |
| void EnqueueSuccessors(Instruction* inst) override { |
| EnqueueUsers(inst); |
| EnqueueBlockSuccessors(inst); |
| } |
| |
| // Enqueues the users of the given instruction. |
| void EnqueueUsers(Instruction* inst); |
| |
| // Enqueues the labels of the successors of the block corresponding to the |
| // given label instruction. Does nothing for other instructions. |
| void EnqueueBlockSuccessors(Instruction* inst); |
| |
| private: |
| LabelPosition label_position_; |
| }; |
| |
| } // namespace opt |
| } // namespace spvtools |
| |
| #endif // SOURCE_OPT_DATAFLOW_H_ |