/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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. */ /*! * \file executor.hpp * \brief implementation of the executor * \author Zhang Chen, Chuntao Hong */ #ifndef MXNET_CPP_EXECUTOR_HPP_ #define MXNET_CPP_EXECUTOR_HPP_ #include #include #include #include "mxnet-cpp/executor.h" #include "mxnet-cpp/optimizer.h" namespace mxnet { namespace cpp { inline Executor::Executor(const Symbol &symbol, Context context, const std::vector &arg_arrays, const std::vector &grad_arrays, const std::vector &grad_reqs, const std::vector &aux_arrays, const std::map &group_to_ctx, Executor *shared_exec) { this->arg_arrays = arg_arrays; this->grad_arrays = grad_arrays; this->aux_arrays = aux_arrays; this->symbol_ = symbol; std::vector arg_handles; std::vector grad_handles; std::vector aux_handles; for (const auto &array : arg_arrays) { arg_handles.push_back(array.GetHandle()); } for (const auto &array : grad_arrays) { grad_handles.push_back(array.GetHandle()); } for (const auto &array : aux_arrays) { aux_handles.push_back(array.GetHandle()); } std::vector grad_reqs_uint; for (auto s : grad_reqs) grad_reqs_uint.push_back(s); std::vector map_keys; std::vector dev_types, dev_ids; for (const auto &s : group_to_ctx) { map_keys.push_back(s.first.c_str()); dev_types.push_back(s.second.GetDeviceType()); dev_ids.push_back(s.second.GetDeviceId()); } ExecutorHandle *shared_exec_handle = shared_exec == nullptr ? nullptr : &shared_exec->handle_; CHECK_EQ(MXExecutorBindEX(symbol.GetHandle(), context.GetDeviceType(), context.GetDeviceId(), group_to_ctx.size(), map_keys.data(), dev_types.data(), dev_ids.data(), arg_handles.size(), arg_handles.data(), grad_handles.data(), grad_reqs_uint.data(), aux_handles.size(), aux_handles.data(), shared_exec_handle, &handle_), 0); mx_uint out_size; NDArrayHandle *out_array; CHECK_EQ(MXExecutorOutputs(handle_, &out_size, &out_array), 0); for (mx_uint i = 0; i < out_size; ++i) { outputs.push_back(NDArray(out_array[i])); } } inline std::string Executor::DebugStr() { const char *output; MXExecutorPrint(handle_, &output); return std::string(output); } } // namespace cpp } // namespace mxnet #endif // MXNET_CPP_EXECUTOR_HPP_