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c4c6f2ba5c
This PR adds a generic dataflow analysis framework to SPIRV-opt, with the intent of being used in SPIRV-lint. This may also be useful for SPIRV-opt, as existing ad-hoc analyses can be rewritten to use a common framework, but this is not the target of this PR.
149 lines
5.6 KiB
C++
149 lines
5.6 KiB
C++
// Copyright (c) 2021 Google LLC.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#ifndef SOURCE_OPT_DATAFLOW_H_
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#define SOURCE_OPT_DATAFLOW_H_
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#include <queue>
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#include <unordered_map>
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#include <vector>
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#include "source/opt/instruction.h"
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#include "source/opt/ir_context.h"
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namespace spvtools {
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namespace opt {
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// Generic data-flow analysis.
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// Maintains a worklist of instructions to process and processes them in a
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// specified order. See also ForwardDataFlowAnalysis, which is specialized for
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// forward data-flow analysis.
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class DataFlowAnalysis {
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public:
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// The result of a |Visit| operation on an instruction.
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// This is used to determine when analysis has reached a fixpoint.
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enum class VisitResult {
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// The analysis result for this instruction has changed.
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// This means that any instructions that depend on it (its successors) must
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// be recomputed.
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kResultChanged,
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// The analysis result for this instruction has not changed.
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// When all visit operations return |kResultFixed|, the analysis has reached
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// a fixpoint (converged).
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kResultFixed,
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};
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virtual ~DataFlowAnalysis() {}
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// Run this analysis on a given function.
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// For analyses which work interprocedurally, |function| may be ignored.
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void Run(Function* function);
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protected:
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DataFlowAnalysis(IRContext& context) : context_(context) {}
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// Initialize the worklist for a given function.
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// |is_first_iteration| is true on the first call to |Run| and false
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// afterwards. All subsequent runs are only necessary to check if the analysis
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// has converged; if |EnqueueSuccessors| is complete, |InitializeWorklist|
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// should do nothing after the first iteration.
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virtual void InitializeWorklist(Function* function,
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bool is_first_iteration) = 0;
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// Enqueues the successors (instructions which use the analysis result) of
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// |inst|. This is not required to be complete, but convergence is faster when
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// it is. This is called whenever |Visit| returns |kResultChanged|.
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virtual void EnqueueSuccessors(Instruction* inst) = 0;
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// Visits the given instruction, recomputing the analysis result. This is
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// called once per instruction queued in |InitializeWorklist| and afterward
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// when a predecessor is changed, through |EnqueueSuccessors|.
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virtual VisitResult Visit(Instruction* inst) = 0;
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// Enqueues the given instruction to be visited. Ignored if already in the
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// worklist.
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bool Enqueue(Instruction* inst);
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IRContext& context() { return context_; }
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private:
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// Runs one pass, calling |InitializeWorklist| and then iterating through the
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// worklist until all fixed.
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VisitResult RunOnce(Function* function, bool is_first_iteration);
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IRContext& context_;
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std::unordered_map<Instruction*, bool> on_worklist_;
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// The worklist, which contains the list of instructions to be visited.
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//
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// The choice of data structure was influenced by the data in "Iterative
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// Data-flow Analysis, Revisited" (Cooper et al, 2002).
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// https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.125.1549&rep=rep1&type=pdf
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// The paper shows that the overall performance benefit of a priority queue
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// over a regular queue or stack is relatively small (or negative).
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//
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// A queue has the advantage that nodes are visited in the same order they are
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// enqueued, which relieves the analysis from inserting nodes "backwards", for
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// example in worklist initialization. Also, as the paper claims that sorting
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// successors does not improve runtime, we can use a single queue which is
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// modified during iteration.
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std::queue<Instruction*> worklist_;
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};
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// A generic data flow analysis, specialized for forward analysis.
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class ForwardDataFlowAnalysis : public DataFlowAnalysis {
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public:
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// Indicates where labels should be in the worklist RPO ordering.
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enum class LabelPosition {
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// Labels should be placed at the beginning of their blocks.
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kLabelsAtBeginning,
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// Labels should be placed at the end of their blocks.
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kLabelsAtEnd,
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// Labels should not be in the worklist.
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kNoLabels,
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// Only labels should be placed in the worklist.
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kLabelsOnly,
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};
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ForwardDataFlowAnalysis(IRContext& context, LabelPosition label_position)
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: DataFlowAnalysis(context), label_position_(label_position) {}
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protected:
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// Initializes the worklist in reverse postorder, regardless of
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// |is_first_iteration|. Labels are placed according to the label position
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// specified in the constructor.
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void InitializeWorklist(Function* function, bool is_first_iteration) override;
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// Enqueues the users and block successors of the given instruction.
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// See |EnqueueUsers| and |EnqueueBlockSuccessors|.
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void EnqueueSuccessors(Instruction* inst) override {
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EnqueueUsers(inst);
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EnqueueBlockSuccessors(inst);
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}
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// Enqueues the users of the given instruction.
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void EnqueueUsers(Instruction* inst);
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// Enqueues the labels of the successors of the block corresponding to the
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// given label instruction. Does nothing for other instructions.
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void EnqueueBlockSuccessors(Instruction* inst);
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private:
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LabelPosition label_position_;
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};
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} // namespace opt
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} // namespace spvtools
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#endif // SOURCE_OPT_DATAFLOW_H_
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