forked from huawei/mindspore2022
272 lines
10 KiB
C++
Executable File
272 lines
10 KiB
C++
Executable File
/**
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* Copyright 2019 Huawei Technologies Co., Ltd
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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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*/
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#ifndef MINDSPORE_CCSRC_OPERATOR_OPS_H_
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#define MINDSPORE_CCSRC_OPERATOR_OPS_H_
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#include <iostream>
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#include <string>
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#include <memory>
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#include "ir/anf.h"
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#include "ir/primitive.h"
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namespace mindspore {
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// namespace to support primitive operators
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namespace prim {
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ValuePtr GetPythonOps(const std::string& op_name,
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const std::string& module_name = "mindspore._extends.parse.standard_method");
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// Arithmetic
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extern const PrimitivePtr kPrimScalarAdd;
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extern const PrimitivePtr kPrimScalarSub;
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extern const PrimitivePtr kPrimScalarMul;
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extern const PrimitivePtr kPrimScalarDiv;
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extern const PrimitivePtr kPrimScalarMod;
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extern const PrimitivePtr kPrimScalarPow;
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extern const PrimitivePtr kPrimScalarTrunc;
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extern const PrimitivePtr kPrimScalarFloor;
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extern const PrimitivePtr kPrimScalarUadd;
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extern const PrimitivePtr kPrimScalarUsub;
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extern const PrimitivePtr kPrimScalarExp;
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extern const PrimitivePtr kPrimScalarLog;
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extern const PrimitivePtr kPrimScalarSin;
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extern const PrimitivePtr kPrimScalarCos;
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extern const PrimitivePtr kPrimScalarTan;
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// Comparisons
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extern const PrimitivePtr kPrimScalarEq;
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extern const PrimitivePtr kPrimScalarLt;
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extern const PrimitivePtr kPrimScalarGt;
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extern const PrimitivePtr kPrimScalarNe;
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extern const PrimitivePtr kPrimScalarLe;
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extern const PrimitivePtr kPrimScalarGe;
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extern const PrimitivePtr kPrimBoolNot;
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extern const PrimitivePtr kPrimBoolAnd;
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extern const PrimitivePtr kPrimBoolOr;
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extern const PrimitivePtr kPrimBoolEq;
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// Type introspection
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extern const PrimitivePtr kPrimTypeOf;
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extern const PrimitivePtr kPrimHasType;
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// Statements
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extern const PrimitivePtr kPrimSwitch;
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extern const PrimitivePtr kPrimReturn;
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extern const PrimitivePtr kPrimAssign;
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extern const PrimitivePtr kPrimAssignAdd;
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extern const PrimitivePtr kPrimAssignSub;
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extern const PrimitivePtr kPrimSelect;
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extern const PrimitivePtr kPrimDistribute;
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extern const PrimitivePtr kPrimDot;
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extern const PrimitivePtr kPrimIm2Col;
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extern const PrimitivePtr kPrimCol2Im;
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extern const PrimitivePtr kPrimIm2ColV1;
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extern const PrimitivePtr kPrimCol2ImV1;
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extern const PrimitivePtr kPrimResolve;
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extern const PrimitivePtr kPrimEmbed;
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extern const PrimitivePtr kPrimRefToEmbed;
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extern const PrimitivePtr kPrimCreateInstance;
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// Structure
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extern const PrimitivePtr kPrimStringEqual;
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extern const PrimitivePtr kPrimMakeTuple;
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extern const PrimitivePtr kPrimMakeList;
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extern const PrimitivePtr kPrimMakeDict;
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extern const PrimitivePtr kPrimMakeKeywordArg;
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extern const PrimitivePtr kPrimExtractKeywordArg;
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extern const PrimitivePtr kPrimMakeSlice;
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extern const PrimitivePtr kPrimMakeRecord;
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extern const PrimitivePtr kPrimTupleGetItem;
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extern const PrimitivePtr kPrimListGetItem;
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extern const PrimitivePtr kPrimArrayGetItem;
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extern const PrimitivePtr kPrimTupleSetItem;
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extern const PrimitivePtr kPrimListSetItem;
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extern const PrimitivePtr kPrimArraySetItem;
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extern const PrimitivePtr kPrimDictGetItem;
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extern const PrimitivePtr kPrimDictSetItem;
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extern const PrimitivePtr kPrimListAppend;
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extern const PrimitivePtr kPrimGetAttr;
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extern const PrimitivePtr kPrimTupleLen;
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extern const PrimitivePtr kPrimDictLen;
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extern const PrimitivePtr kPrimListLen;
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extern const PrimitivePtr kPrimArrayLen;
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extern const PrimitivePtr kPrimListMap;
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extern const PrimitivePtr kPrimListReduce;
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extern const PrimitivePtr kPrimTupleReversed;
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extern const PrimitivePtr kPrimTileShape;
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extern const PrimitivePtr kPrimReducedShape;
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extern const PrimitivePtr kPrimTupleDiv;
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extern const PrimitivePtr kPrimTupleToArray;
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extern const PrimitivePtr kPrimShapeMul;
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extern const PrimitivePtr kPrimGenerateShapeIndex;
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extern const PrimitivePtr kPrimGenerateInverseIndex;
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extern const PrimitivePtr kPrimTupleEqual;
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extern const PrimitivePtr kPrimListEqual;
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extern const PrimitivePtr kPrimMakeRange;
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extern const PrimitivePtr kPrimStopGradient;
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// Arrays
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extern const PrimitivePtr kPrimScalarToArray;
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extern const PrimitivePtr kPrimArrayToScalar;
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extern const PrimitivePtr kPrimBroadcastShape;
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extern const PrimitivePtr kPrimArrayMap;
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extern const PrimitivePtr kPrimArrayReduce;
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extern const PrimitivePtr kPrimShape;
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extern const PrimitivePtr kPrimCast;
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extern const PrimitivePtr kPrimConcat;
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extern const PrimitivePtr kPrimSqueeze;
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extern const PrimitivePtr kPrimTranspose;
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extern const PrimitivePtr kPrimGatherV2;
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extern const PrimitivePtr kPrimSize;
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extern const PrimitivePtr kPrimArgMax;
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extern const PrimitivePtr kPrimPack;
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extern const PrimitivePtr kPrimUnpack;
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extern const PrimitivePtr kPrimUnsortedSegmentSum;
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extern const PrimitivePtr kPrimConcatOffset;
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extern const PrimitivePtr kPrimReshape;
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extern const PrimitivePtr kPrimTile;
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extern const PrimitivePtr kPrimAddN;
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extern const PrimitivePtr KPrimTransData;
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// Maths
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extern const PrimitivePtr kPrimTensorAdd;
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extern const PrimitivePtr kPrimMatMul;
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extern const PrimitivePtr kPrimBatchMatMul;
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extern const PrimitivePtr kPrimMaximumGrad;
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extern const PrimitivePtr kPrimMinimumGrad;
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extern const PrimitivePtr kPrimReduceMean;
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extern const PrimitivePtr kPrimReduceSum;
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extern const PrimitivePtr kPrimReduceAll;
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extern const PrimitivePtr kPrimReduceMax;
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extern const PrimitivePtr kPrimReduceMin;
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extern const PrimitivePtr kPrimNeg;
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extern const PrimitivePtr kPrimSub;
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extern const PrimitivePtr kPrimMul;
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extern const PrimitivePtr kPrimMinimum;
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extern const PrimitivePtr kPrimMaximum;
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extern const PrimitivePtr kPrimSquare;
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extern const PrimitivePtr kPrimEqual;
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extern const PrimitivePtr kPrimLess;
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extern const PrimitivePtr kPrimLessEqual;
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// NN
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extern const PrimitivePtr kPrimFlatten;
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extern const PrimitivePtr kPrimLogSoftmax;
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extern const PrimitivePtr kPrimLogSoftmaxGrad;
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extern const PrimitivePtr kPrimTanh;
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extern const PrimitivePtr kPrimTanhGrad;
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extern const PrimitivePtr kPrimPooling;
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extern const PrimitivePtr kPrimPoolingGrad;
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extern const PrimitivePtr kPrimFusedBatchNorm;
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extern const PrimitivePtr kPrimConv2D;
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extern const PrimitivePtr kPrimMaxPool;
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extern const PrimitivePtr kPrimMaxPoolGrad;
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extern const PrimitivePtr kPrimFusedBatchNormGrad;
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extern const PrimitivePtr kPrimReluGrad;
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extern const PrimitivePtr kPrimConv2DBackpropInput;
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extern const PrimitivePtr kPrimConv2DBackpropFilter;
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extern const PrimitivePtr kPrimDepthwiseConv2dNative;
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extern const PrimitivePtr kPrimDepthwiseConv2dNativeBackpropFilter;
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extern const PrimitivePtr kPrimDepthwiseConv2dNativeBackpropInput;
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extern const PrimitivePtr kPrimBiasAddGrad;
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extern const PrimitivePtr kPrimSoftmaxCrossEntropyWithLogits;
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extern const PrimitivePtr kPrimSparseSoftmaxCrossEntropyWithLogits;
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extern const PrimitivePtr kPrimMomentum;
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extern const PrimitivePtr kPrimApplyMomentum;
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extern const PrimitivePtr kPrimLayerNorm;
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extern const PrimitivePtr kPrimLayerNormGrad;
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extern const PrimitivePtr kPrimLayerNormXBackprop;
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extern const PrimitivePtr kPrimLayerNormBetaGammaBackprop;
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extern const PrimitivePtr kPrimDropoutGenMask;
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extern const PrimitivePtr kPrimOneHot;
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extern const PrimitivePtr kPrimGelu;
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extern const PrimitivePtr kPrimGeluGrad;
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extern const PrimitivePtr kPrimRelu;
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extern const PrimitivePtr kPrimActivation;
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extern const PrimitivePtr kPrimZerosLikeTensor;
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extern const PrimitivePtr kPrimFakeBprop;
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// Other Miscellaneous
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extern const PrimitivePtr kPrimIdentity;
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extern const PrimitivePtr kPrimPartial;
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extern const PrimitivePtr kPrimJ;
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extern const PrimitivePtr kPrimEnvSetItem;
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extern const PrimitivePtr kPrimEnvGetItem;
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extern const PrimitivePtr kPrimEnvAdd;
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extern const PrimitivePtr kPrimMakeRefKey;
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extern const PrimitivePtr kPrimMakeRef;
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extern const PrimitivePtr kPrimGetRefKey;
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extern const PrimitivePtr kPrimGetRefValue;
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extern const PrimitivePtr kPrimGetRefOrigin;
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extern const PrimitivePtr kPrimInsertGradientOf;
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extern const PrimitivePtr kPrimPrintShapeType;
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extern const PrimitivePtr kPrimPrint;
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extern const PrimitivePtr kPrimSameTypeShape;
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extern const PrimitivePtr kPrimDepend;
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extern const PrimitivePtr kPrimStateSetItem;
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extern const PrimitivePtr kPrimScalarSummary;
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extern const PrimitivePtr kPrimImageSummary;
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extern const PrimitivePtr kPrimTensorSummary;
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extern const PrimitivePtr kPrimBroadcastGradientArgs;
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extern const PrimitivePtr kPrimControlDepend;
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extern const PrimitivePtr kPrimIs_;
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extern const PrimitivePtr kPrimIsNot;
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extern const PrimitivePtr kPrimMinimumGrad;
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extern const PrimitivePtr kPrimMaximumGrad;
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// Comm ops
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extern const PrimitivePtr kPrimMirror;
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extern const PrimitivePtr kPrimVirtualDiv;
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extern const PrimitivePtr kPrimVirtualDataset;
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class DoSignaturePrimitive : public Primitive {
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public:
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explicit DoSignaturePrimitive(const std::string& name, const ValuePtr& function)
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: Primitive("S-Prim-" + name), function_(function) {}
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~DoSignaturePrimitive() override = default;
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MS_DECLARE_PARENT(DoSignaturePrimitive, Primitive)
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const ValuePtr function() const { return function_; }
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private:
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ValuePtr function_;
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};
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using DoSignaturePrimitivePtr = std::shared_ptr<DoSignaturePrimitive>;
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class UnpackGraphPrimitive : public Primitive {
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public:
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explicit UnpackGraphPrimitive(const std::string& name, const bool& with_sens, const bool& need_unpack_args)
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: Primitive("UnpackGraph"), with_sens_in_args_(with_sens), need_unpack_args_(need_unpack_args) {}
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~UnpackGraphPrimitive() override = default;
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MS_DECLARE_PARENT(UnpackGraphPrimitive, Primitive)
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bool with_sens_in_args() const { return with_sens_in_args_; }
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bool need_unpack_args() const { return need_unpack_args_; }
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private:
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bool with_sens_in_args_;
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bool need_unpack_args_;
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};
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using UnpackGraphPrimitivePtr = std::shared_ptr<UnpackGraphPrimitive>;
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} // namespace prim
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} // namespace mindspore
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#endif // MINDSPORE_CCSRC_OPERATOR_OPS_H_
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