// Copyright (c) 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. #include "custom_op_interface.h" #include "custom_registry.h" #include using namespace tosa; namespace TosaReference { class CustomOpExample : public CustomOpInterface { public: CustomOpExample() = default; CustomOpExample(std::string& domain_name, std::string& operator_name, std::string& version) : _domain_name(domain_name) , _operator_name(operator_name) , _version(version) {} int eval(std::vector& input_tensors, std::vector& output_tensors, const std::string& implementation_attrs) override { auto input_tensor_ptr = input_tensors[0]; auto output_tensor_ptr = output_tensors[0]; // down_cast to EigenTensor using TIn = Eigen::Tensor; using TOut = Eigen::Tensor; auto eigenInputTensor = reinterpret_cast*>(input_tensor_ptr); auto eigenOutputTensor = reinterpret_cast*>(output_tensor_ptr); // Assign the input to output as an example // This is plug-in implementation specific auto fcn = [](float a) -> float { return a; }; eigenOutputTensor->getTensor() = eigenInputTensor->getTensor().unaryExpr(fcn); return 0; }; std::string getDomainName() const override { return this->_domain_name; } std::string getOperatorName() const override { return this->_operator_name; } std::string getVersion() const override { return this->_version; } ~CustomOpExample(){}; private: std::string _domain_name; std::string _operator_name; std::string _version; }; CustomOpInterface* customOpExample() { std::string domain_name = "ExampleDomain"; std::string operator_name = "ExampleOp"; std::string version = "1.0"; CustomOpInterface* customOp_ptr = new CustomOpExample(domain_name, operator_name, version); return customOp_ptr; } extern "C" int getCustomOpCreationFuncs(registration_callback_t registration_func) { std::string domain_name = "ExampleDomain"; std::string operator_name = "ExampleOp"; return registration_func(domain_name, operator_name, &customOpExample); } } // namespace TosaReference