| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148 |
- // 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_
|