// Copyright (c) 2020-2022, 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_TYPE_CONVERSION_H #define OPS_TYPE_CONVERSION_H #include "graph_node.h" using namespace tosa; namespace TosaReference { template class OpRescale : public GraphNode { public: OpRescale(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); virtual ~OpRescale(); virtual int checkTensorAttributes() final; virtual int eval() final; using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using TIn = Eigen::Tensor; using TOut = Eigen::Tensor; static constexpr int32_t QMin = GetQMin::value; static constexpr int32_t QMax = GetQMax::value; protected: TosaRescaleAttribute* attribute; TosaReference::TensorTemplate* in; TosaReference::TensorTemplate* out; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; static constexpr int32_t OutBits = GetNumBits::value; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; static constexpr int32_t OutMin = GetQMin::value; static constexpr int32_t OutMax = GetQMax::value; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; static constexpr int32_t OutMin = GetQMin::value; static constexpr int32_t OutMax = GetQMax::value; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class CastHelper { public: using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using FcnType = std::function; static constexpr int32_t OutMin = GetQMin::value; static constexpr int32_t OutMax = GetQMax::value; CastHelper(); const FcnType& get_fcn() const { return fcn; } private: FcnType fcn; }; template class OpCast : public GraphNode { public: OpCast(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); virtual ~OpCast(); virtual int checkTensorAttributes() final; virtual int eval() final; using InEigenType = typename GetEigenType::type; using OutEigenType = typename GetEigenType::type; using TIn = Eigen::Tensor; using TOut = Eigen::Tensor; protected: CastHelper cast_helper; TosaReference::TensorTemplate* in; TosaReference::TensorTemplate* out; }; }; // namespace TosaReference #endif