| |
| // Copyright (c) 2020-2023, ARM Limited. |
| // |
| // 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 OPS_REDUCTION_H |
| #define OPS_REDUCTION_H |
| |
| #include "graph_node.h" |
| |
| using namespace tosa; |
| |
| namespace TosaReference |
| { |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class ReduceNode : public GraphNode |
| { |
| public: |
| ReduceNode(SubgraphTraverser* sgt_, const Op& nodeType, TosaAttributeBase* attribute_, const uint64_t id_); |
| virtual ~ReduceNode(); |
| virtual int checkTensorAttributes(); |
| virtual int eval() = 0; |
| |
| using InEigenType = typename GetEigenType<Dtype>::type; |
| using OutEigenType = typename GetEigenType<Dtype>::type; |
| using TIn = Eigen::Tensor<InEigenType, Rank>; |
| using TOut = Eigen::Tensor<OutEigenType, Rank>; |
| |
| protected: |
| Eigen::array<int, 1> dims; |
| TosaReference::TensorTemplate<TIn>* in; |
| TosaReference::TensorTemplate<TOut>* out; |
| TosaAxisAttribute* attribute; |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceAll : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceAll(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_ALL, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceAny : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceAny(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_ALL, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceMax : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceMax(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_MAX, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceMin : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceMin(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_MIN, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceProduct : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceProduct(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_PRODUCT, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceProductDouble : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceProductDouble(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_PRODUCT, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceSum : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceSum(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_SUM, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceSumInt : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceSumInt(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_SUM, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| template <int Rank, TOSA_REF_TYPE Dtype> |
| class OpReduceSumDouble : public ReduceNode<Rank, Dtype> |
| { |
| public: |
| OpReduceSumDouble(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| : ReduceNode<Rank, Dtype>(sgt_, Op_REDUCE_SUM, attribute_, id_) |
| {} |
| virtual int eval(); |
| }; |
| |
| }; // namespace TosaReference |
| |
| #endif |