94 lines
4.9 KiB
C++
94 lines
4.9 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://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, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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/**
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* @author raver119@gmail.com
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*/
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#ifndef LIBND4J_BENCHMARKHELPER_H
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#define LIBND4J_BENCHMARKHELPER_H
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#include <helpers/OpBenchmark.h>
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#include <helpers/benchmark/ScalarBenchmark.h>
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#include <helpers/benchmark/TransformBenchmark.h>
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#include <helpers/benchmark/ReductionBenchmark.h>
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#include <helpers/benchmark/PairwiseBenchmark.h>
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#include <helpers/benchmark/DeclarableBenchmark.h>
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#include <helpers/benchmark/MatrixBenchmark.h>
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#include <helpers/benchmark/BroadcastBenchmark.h>
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#include <ops/declarable/DeclarableOp.h>
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#include <graph/Context.h>
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#include <NDArray.h>
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#include <benchmark/Parameters.h>
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#include <benchmark/PredefinedParameters.h>
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#include <benchmark/ParametersBatch.h>
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#include <benchmark/ParametersSpace.h>
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#include <benchmark/BoolParameters.h>
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#include <benchmark/IntParameters.h>
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#include <benchmark/IntPowerParameters.h>
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#include <array/ResultSet.h>
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namespace nd4j {
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class BenchmarkHelper {
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private:
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unsigned int _wIterations;
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unsigned int _rIterations;
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protected:
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void benchmarkOperation(OpBenchmark &benchmark);
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void benchmarkScalarOperation(scalar::Ops op, std::string testName, double value, NDArray &x, NDArray &z);
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void benchmarkDeclarableOp(nd4j::ops::DeclarableOp &op, std::string testName, Context &context);
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void benchmarkGEMM(char orderA, std::initializer_list<Nd4jLong> shapeA, char orderB, std::initializer_list<Nd4jLong> shapeB, char orderC, std::initializer_list<Nd4jLong> shapeC);
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void printHeader();
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public:
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BenchmarkHelper(unsigned int warmUpIterations = 10, unsigned int runIterations = 100);
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void runOperationSuit(std::initializer_list<OpBenchmark*> benchmarks, const char *msg = nullptr);
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void runOperationSuit(std::vector<OpBenchmark*> &benchmarks, bool postHeaders, const char *msg = nullptr);
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void runOperationSuit(ScalarBenchmark *op, const std::function<void (ResultSet &, ResultSet &)>& func, const char *message = nullptr);
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void runOperationSuit(TransformBenchmark *op, const std::function<void (ResultSet &, ResultSet &)>& func, const char *message = nullptr);
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void runOperationSuit(ReductionBenchmark *op, const std::function<void (ResultSet &, ResultSet &)>& func, const char *message = nullptr);
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void runOperationSuit(ReductionBenchmark *op, const std::function<void (ResultSet &, ResultSet &, ResultSet &)>& func, const char *message = nullptr);
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void runOperationSuit(PairwiseBenchmark *op, const std::function<void (ResultSet &, ResultSet &, ResultSet &)>& func, const char *message = nullptr);
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void runOperationSuit(TransformBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(ScalarBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(ReductionBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(ReductionBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(BroadcastBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(PairwiseBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(MatrixBenchmark *op, const std::function<void (Parameters &, ResultSet &, ResultSet &, ResultSet &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runOperationSuit(DeclarableBenchmark *op, const std::function<Context* (Parameters &)>& func, ParametersBatch ¶metersBatch, const char *message = nullptr);
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void runScalarSuit();
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void runAllSuits();
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};
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}
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#endif //DEV_TESTS_BENCHMARKHELPER_H
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