/** * Copyright 2019 Huawei Technologies Co., Ltd * * 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 MINDSPORE_CCSRC_PARALLEL_OPS_INFO_ARITHMETIC_INFO_H_ #define MINDSPORE_CCSRC_PARALLEL_OPS_INFO_ARITHMETIC_INFO_H_ #include #include #include #include #include "ir/value.h" #include "parallel/auto_parallel/operator_costmodel.h" #include "parallel/ops_info/operator_info.h" #include "parallel/strategy.h" namespace mindspore { namespace parallel { class ArithmeticBase : public OperatorInfo { public: ArithmeticBase(const std::string &operator_name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs, OperatorCostPtr cost) : OperatorInfo(operator_name, inputs_shape, outputs_shape, attrs, cost) {} ~ArithmeticBase() override = default; Status Init(const StrategyPtr &strategy) override; Status InitForCostModel(const StrategyPtr &strategy) override; Status GenerateStrategies(int32_t) override; Status SetCostUnderStrategy(const StrategyPtr &) override; void ReComputeBatchSplitFlagList() override; protected: Status GetAttrs() override { return SUCCESS; } Status CheckStrategy(const StrategyPtr &strategy) override; Status InferMirrorOps() override; Status InferForwardCommunication() override { return SUCCESS; } Status InferTensorInfo() override; Status InferDevMatrixShape() override; Status InferTensorMap() override; Status InferTensorLayout(TensorLayouts *inputs_layout, TensorLayouts *outputs_layout, const Shape &dev_matrix_array); Shapes InferExpendShape(); }; class SubInfo : public ArithmeticBase { public: SubInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(false)) {} ~SubInfo() override = default; }; class TensorAddInfo : public ArithmeticBase { public: TensorAddInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(false)) {} ~TensorAddInfo() override = default; }; class MulInfo : public ArithmeticBase { public: MulInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(true)) {} ~MulInfo() override = default; }; class DivInfo : public ArithmeticBase { public: DivInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(true)) {} ~DivInfo() override = default; }; class RealDivInfo : public ArithmeticBase { public: RealDivInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(true)) {} ~RealDivInfo() override = default; }; class FloorDivInfo : public ArithmeticBase { public: FloorDivInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(true)) {} ~FloorDivInfo() override = default; }; class PowInfo : public ArithmeticBase { public: PowInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(true)) {} ~PowInfo() override = default; }; class GreaterInfo : public ArithmeticBase { public: GreaterInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(false)) {} ~GreaterInfo() override = default; }; class AssignSubInfo : public ArithmeticBase { public: AssignSubInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(false)) {} ~AssignSubInfo() override = default; }; // All dimensions can be split arbitrarily, but the split method of Logits should be the same as that of label. class SigmoidCrossEntropyWithLogitsInfo : public ArithmeticBase { public: SigmoidCrossEntropyWithLogitsInfo(const std::string &name, const Shapes &inputs_shape, const Shapes &outputs_shape, const PrimitiveAttrs &attrs) : ArithmeticBase(name, inputs_shape, outputs_shape, attrs, std::make_shared(false)) {} ~SigmoidCrossEntropyWithLogitsInfo() override = default; }; } // namespace parallel } // namespace mindspore #endif // MINDSPORE_CCSRC_PARALLEL_OPS_INFO_ARITHMETIC_INFO_H_