forked from huawei/mindspore2022
188 lines
11 KiB
C++
188 lines
11 KiB
C++
/**
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* Copyright 2020 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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#include <string>
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#include "frontend/optimizer/irpass.h"
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#include "frontend/optimizer/irpass/arithmetic_simplify.h"
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#include "frontend/optimizer/irpass/branch_culling.h"
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#include "frontend/optimizer/irpass/cast_eliminate.h"
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#include "frontend/optimizer/irpass/convert.h"
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#include "frontend/optimizer/irpass/env_item_eliminate.h"
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#include "frontend/optimizer/irpass/grad_var_prepare.h"
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#include "frontend/optimizer/irpass/gradient_eliminate.h"
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#include "frontend/optimizer/irpass/inline.h"
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#include "frontend/optimizer/irpass/incorporate_call.h"
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#include "frontend/optimizer/irpass/incorporate_getitem.h"
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#include "frontend/optimizer/irpass/item_tuple_eliminate.h"
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#include "frontend/optimizer/irpass/mark_interface_fusion.h"
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#include "frontend/optimizer/irpass/merge_addn.h"
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#include "frontend/optimizer/irpass/minmax_grad.h"
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#include "frontend/optimizer/irpass/param_replace.h"
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#include "frontend/optimizer/irpass/partial_eliminate.h"
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#include "frontend/optimizer/irpass/reduce_eliminate.h"
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#include "frontend/optimizer/irpass/ref_eliminate.h"
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#include "frontend/optimizer/irpass/reshape_eliminate.h"
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#include "frontend/optimizer/irpass/special_op_eliminate.h"
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#include "frontend/optimizer/irpass/specialize_transform.h"
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#include "frontend/optimizer/irpass/symbol_resolver.h"
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#include "frontend/optimizer/irpass/tile_eliminate.h"
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#include "frontend/optimizer/irpass/transpose_eliminate.h"
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#include "frontend/optimizer/irpass/value_based_eliminate.h"
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#include "frontend/optimizer/opt.h"
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#include "frontend/optimizer/irpass/indexed_slices_eliminate.h"
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#include "frontend/optimizer/irpass/sparse_tensor_eliminate.h"
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namespace mindspore {
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namespace opt {
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namespace irpass {
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OptimizeIRPassLib::OptimizeIRPassLib() {
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arithmetic_simplify_ = MakeSubstitution(std::make_shared<ArithmeticSimplify>(), "arithmetic_simplify",
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{prim::kPrimScalarAdd, prim::kPrimScalarMul, prim::kPrimTensorAdd,
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prim::kPrimIdentity, prim::kPrimMomentum, prim::kPrimMul, prim::kPrimPow});
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arithmetic_simplify2_ =
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MakeSubstitution(std::make_shared<ArithmeticSimplify2>(), "arithmetic_simplify2", {prim::kPrimMul});
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special_op_eliminate_ =
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MakeSubstitution(std::make_shared<SpecialOpEliminater>(), "special_op_eliminate",
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{prim::kPrimInsertGradientOf, prim::kPrimStopGradient, prim::kPrimHookBackward,
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prim::kPrimPrintShapeType, prim::kPrimGetRefValue, prim::kPrimMirror, prim::kPrimVirtualDiv});
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zero_like_fill_zero_ =
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MakeSubstitution(std::make_shared<ZeroLikeFillZero>(), "zero_like_fill_zero", prim::kPrimZerosLike);
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adjust_all_reduce_mul_add_ =
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MakeSubstitution(std::make_shared<AdjustAllReduceMulAdd>(), "adjust_all_reduce_mul_add", prim::kPrimAddN);
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// ops eliminate
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item_tuple_eliminate_ = MakeSubstitution(std::make_shared<ItemTupleEliminater>(), "item_tuple_eliminate",
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{prim::kPrimTupleGetItem, prim::kPrimTupleSetItem, prim::kPrimListGetItem});
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tile_eliminate_ = MakeSubstitution(std::make_shared<TileMultiplyByOne>(), "tile_eliminate", prim::kPrimTile);
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cast_eliminate_ = MakeSubstitution(std::make_shared<CastEliminater>(), "cast_eliminate", prim::kPrimCast);
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reshape_eliminate_ = MakeSubstitution(std::make_shared<ReshapeEliminater>(), "reshape_eliminate", prim::kPrimReshape);
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transpose_eliminate_ =
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MakeSubstitution(std::make_shared<TransposeSameIOEliminater>(), "transpose_eliminate", prim::kPrimTranspose);
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reduce_eliminate_ = MakeSubstitution(
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std::make_shared<ReduceOneEliminater>(), "reduce_eliminate",
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{prim::kPrimReduceMean, prim::kPrimReduceAll, prim::kPrimReduceSum, prim::kPrimReduceMax, prim::kPrimReduceMin});
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partial_eliminate_ = MakeSubstitution(std::make_shared<PartialEliminater>(), "partial_eliminate", IsCNodeDup);
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same_eliminate_ = MakeSubstitution(std::make_shared<SameEliminater>(), "same_eliminate", prim::kPrimSameTypeShape);
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check_bprop_eliminate_ =
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MakeSubstitution(std::make_shared<CheckBpropEliminater>(), "check_bprop_eliminate", prim::kPrimCheckBprop);
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reset_defer_inline_ =
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MakeSubstitution(std::make_shared<ResetDeferInline>(), "reset_defer_inline", IsValueNode<FuncGraph>);
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depend_value_elim_ = MakeSubstitution(std::make_shared<DependValueElim>(), "depend_value_elim", prim::kPrimDepend);
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// Env Item Eliminate
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env_get_item_eliminate_ =
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MakeSubstitution(std::make_shared<EnvGetItemEliminater>(), "env_get_item_eliminate", prim::kPrimEnvGetItem);
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new_env_get_item_ = MakeSubstitution(std::make_shared<NewEnvGetItem>(), "new_env_get_item", prim::kPrimEnvGetItem);
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incorporate_env_getitem_ =
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MakeSubstitution(std::make_shared<IncorporateEnvGetitem>(), "incorporate_env_get_item", prim::kPrimEnvGetItem);
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incorporate_env_getitem_switch_ = MakeSubstitution(std::make_shared<IncorporateEnvGetitemSwitch>(),
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"incorporate_env_getitem_switch", prim::kPrimEnvGetItem);
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// Ref eliminate
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make_ref_eliminate_ =
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MakeSubstitution(std::make_shared<MakeRefEliminater>(), "make_ref_eliminate", prim::kPrimMakeRef);
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get_ref_param_eliminate_ = MakeSubstitution(std::make_shared<GetRefParamEliminater>(), "get_ref_param_eliminate",
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{prim::kPrimGetRefValue, prim::kPrimGetRefOrigin});
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get_make_ref_eliminate_ = MakeSubstitution(std::make_shared<GetMakeRefEliminater>(), "get_make_ref_eliminate",
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{prim::kPrimGetRefKey, prim::kPrimGetRefValue, prim::kPrimGetRefOrigin});
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replace_refkey_by_param_ = MakeSubstitution(std::make_shared<ReplaceRefkeyByParam>(), "replace_refkey_by_param",
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IsValueNode<RefKey>, opt::FORCE_RENORM);
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replace_old_param_ = MakeSubstitution(std::make_shared<ReplaceOldParam>(), "replace_old_param", IsParam);
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// Gradient transforms
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expand_jprim_ = MakeSubstitution(std::make_shared<ExpandJPrim>(), "expand_jprim", prim::kPrimJ);
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minmaximum_grad_ = MakeSubstitution(std::make_shared<MinMaximumGrad>(), "minmaximum_grad", prim::kPrimTupleGetItem);
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// branch culling
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switch_simplify_ = MakeSubstitution(std::make_shared<SwitchSimplify>(), "switch_simplify", prim::kPrimSwitch);
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float_tuple_getitem_switch_ = MakeSubstitution(std::make_shared<FloatTupleGetItemSwitch>(),
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"float_tuple_getitem_switch", prim::kPrimTupleGetItem);
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float_env_getitem_switch_ =
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MakeSubstitution(std::make_shared<FloatEnvGetItemSwitch>(), "float_env_getitem_switch", prim::kPrimEnvGetItem);
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convert_switch_replacement_ =
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MakeSubstitution(std::make_shared<ConvertSwitchReplacement>(), "convert_switch_replacement", IsCNodeDup);
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// Addn
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merge_addn_ = MakeSubstitution(std::make_shared<MergeAddN>(), "merge_addn", prim::kPrimAddN);
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addn_zero_filter_ = MakeSubstitution(std::make_shared<AddNZeroFilter>(), "addn_zero_filter", prim::kPrimAddN);
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// inline
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inline_ = MakeSubstitution(std::make_shared<Inliner>(), "inline", IsCNodeGraph);
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replace_applicator_ =
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MakeSubstitution(std::make_shared<ReplaceApplicator>(), "replace_applicator", IsValueNode<FuncGraph>);
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specialize_transform_ =
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MakeSubstitution(std::make_shared<SpecializeOnGraphArguments>(), "specialize_transform", IsCNodeGraph);
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// Incorporation
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incorporate_getitem_set_ =
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MakeSubstitution(std::make_shared<IncorporateGetitemSet>(), "incorporate_getitem_set", prim::kPrimTupleGetItem);
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incorporate_getitem_from_param_ = MakeSubstitution(std::make_shared<IncorporateGetitemFromParam>(),
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"incorporate_getitem_from_param", IsCNodeGraphKernel);
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incorporate_call_ = MakeSubstitution(std::make_shared<IncorporateCall>(), "incorporate_call", IsCNodeDup);
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incorporate_call_switch_ =
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MakeSubstitution(std::make_shared<IncorporateCallSwitch>(), "incorporate_call_switch", IsCNodeDup);
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// Virtual Dataset
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virtual_dataset_eliminate_ = MakeSubstitution(std::make_shared<VirtualDatasetEliminater>(),
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"virtual_dataset_eliminate", prim::kPrimVirtualDataset);
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// Convert
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print_tuple_wrapper_ =
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MakeSubstitution(std::make_shared<PrintTupleWrapper>(), "print_tuple_wrapper", prim::kPrimPrint);
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// Unused parameter eliminate
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unused_parameter_eliminate_ =
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MakeSubstitution(std::make_shared<UnusedParasEliminater>(), "unused_parameter_eliminate", IsCNodeGraphKernel);
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unused_output_eliminate_ =
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MakeSubstitution(std::make_shared<UnusedOutputEliminater>(), "unused_output_eliminate", IsCNodeGraphKernel);
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// AddN eliminate
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addn_eliminate_ = MakeSubstitution(std::make_shared<AddNEliminater>(), "addn_eliminate", IsCNodeGraphKernel);
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// Mark interface fusion
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mark_interface_fusion_ =
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MakeSubstitution(std::make_shared<MarkInterfaceFusion>(), "mark_interface_fusion", prim::kPrimSelect);
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// IndexedSlices Eliminate
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indexed_slices_eliminate_ = MakeSubstitution(
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std::make_shared<IndexedSlicesEliminater>(), "indexed_slices_eliminate",
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{prim::kPrimIndexedSlicesGetIndices, prim::kPrimIndexedSlicesGetValues, prim::kPrimIndexedSlicesGetDenseShape});
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// SparseTensor Eliminate
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sparse_tensor_eliminate_ = MakeSubstitution(
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std::make_shared<SparseTensorEliminater>(), "sparse_tensor_eliminate",
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{prim::kPrimSparseTensorGetIndices, prim::kPrimSparseTensorGetValues, prim::kPrimSparseTensorGetDenseShape});
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// Value_Based Eliminate
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value_based_eliminate_ =
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MakeSubstitution(std::make_shared<ValueBasedEliminate>(), "value_based_eliminate", {prim::kPrimSelect});
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}
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ResolveIRPassLib::ResolveIRPassLib() {
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resolver_resolve_attr_ =
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MakeSubstitution(std::make_shared<ResolveAttr>(), "resolver_resolve_attr", prim::kPrimGetAttr);
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resolver_resolve_ = MakeSubstitution(std::make_shared<ResolverResolve>(), "resolver_resolve", prim::kPrimResolve);
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resolver_getattr_ = MakeSubstitution(std::make_shared<ResolverGetattr>(), "resolver_getattr", prim::kPrimGetAttr);
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}
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InferenceOptPrepareLib::InferenceOptPrepareLib() {
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grad_var_prepare_ = MakeSubstitution(std::make_shared<GradVarPrepare>(), "grad_var_prepare", IsCNode);
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}
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} // namespace irpass
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} // namespace opt
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} // namespace mindspore
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