ie_infer_request.hpp

Go to the documentation of this file.

// Copyright (C) 2018-2020 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
 
/**
 * @brief A header file that provides wrapper classes for infer requests and callbacks.
 *
 * @file ie_infer_request.hpp
 */
#pragma once
 
#include <map>
#include <memory>
#include <string>
 
#include "cpp/ie_memory_state.hpp"
#include "ie_iinfer_request.hpp"
#include "details/ie_exception_conversion.hpp"
#include "details/ie_so_loader.h"
 
namespace InferenceEngine {
 
namespace details {
 
class ICompletionCallbackWrapper {
public:
    virtual ~ICompletionCallbackWrapper() = default;
 
    virtual void call(InferenceEngine::IInferRequest::Ptr request, InferenceEngine::StatusCode code) const noexcept = 0;
};
 
template <class T>
class CompletionCallbackWrapper : public ICompletionCallbackWrapper {
    T lambda;
 
public:
    explicit CompletionCallbackWrapper(const T& lambda): lambda(lambda) {}
 
    void call(InferenceEngine::IInferRequest::Ptr /*request*/, InferenceEngine::StatusCode /*code*/) const
        noexcept override {
        lambda();
    }
};
 
template <>
class CompletionCallbackWrapper<IInferRequest::CompletionCallback> : public ICompletionCallbackWrapper {
    IInferRequest::CompletionCallback callBack;
 
public:
    explicit CompletionCallbackWrapper(const IInferRequest::CompletionCallback& callBack): callBack(callBack) {}
 
    void call(InferenceEngine::IInferRequest::Ptr request, InferenceEngine::StatusCode code) const noexcept override {
        callBack(request, code);
    }
};
 
}  // namespace details
 
/**
 * @copybrief IInferRequest
 *
 * Wraps IInferRequest
 * It can throw exceptions safely for the application, where it is properly handled.
 */
class InferRequest {
    IInferRequest::Ptr actual;
    InferenceEngine::details::SharedObjectLoader::Ptr plg;
    std::shared_ptr<details::ICompletionCallbackWrapper> callback;
 
    static void callWrapper(InferenceEngine::IInferRequest::Ptr request, InferenceEngine::StatusCode code) {
        details::ICompletionCallbackWrapper* pWrapper = nullptr;
        ResponseDesc dsc;
        request->GetUserData(reinterpret_cast<void**>(&pWrapper), &dsc);
        pWrapper->call(request, code);
    }
 
public:
    /**
     * @brief Default constructor
     */
    InferRequest() = default;
 
    /**
     * constructs InferRequest from the initialized shared_pointer
     * @param request Initialized shared pointer to IInferRequest interface
     * @param splg Plugin to use. This is required to ensure that InferRequest can work properly even if plugin object is destroyed.
     */
    explicit InferRequest(IInferRequest::Ptr request,
                          InferenceEngine::details::SharedObjectLoader::Ptr splg = {}):
                          actual(request), plg(splg) {
        //  plg can be null, but not the actual
        if (actual == nullptr) THROW_IE_EXCEPTION << "InferRequest was not initialized.";
    }
 
    /**
     * @brief Destructor
     */
    ~InferRequest() {
        actual = nullptr;
    }
 
    /**
     * @brief Sets input/output data to infer
     *
     * @note Memory allocation does not happen
     * @param name Name of input or output blob.
     * @param data Reference to input or output blob. The type of a blob must match the network input precision and
     * size.
     */
    void SetBlob(const std::string& name, const Blob::Ptr& data) {
        CALL_STATUS_FNC(SetBlob, name.c_str(), data);
    }
 
    /**
     * @copybrief IInferRequest::GetBlob
     *
     * Wraps IInferRequest::GetBlob
     * @param name A name of Blob to get
     * @return A shared pointer to a Blob with a name @p name. If a blob is not found, an exception is thrown.
     */
    Blob::Ptr GetBlob(const std::string& name) {
        Blob::Ptr data;
        CALL_STATUS_FNC(GetBlob, name.c_str(), data);
        std::string error = "Internal error: blob with name `" + name + "` is not allocated!";
        auto blobPtr = data.get();
        if (blobPtr == nullptr) THROW_IE_EXCEPTION << error;
        if (blobPtr->buffer() == nullptr) THROW_IE_EXCEPTION << error;
        return data;
    }
 
    /**
     * @brief Sets blob with a pre-process information
     * @note Returns an error in case if data blob is output
     * @param name Name of input blob.
     * @param data A reference to input. The type of Blob must correspond to the network input precision and size.
     * @param info Preprocess info for blob.
     */
    void SetBlob(const std::string &name, const Blob::Ptr &data, const PreProcessInfo& info) {
        CALL_STATUS_FNC(SetBlob, name.c_str(), data, info);
    }
 
    /**
     * @brief Gets pre-process for input data
     * @param name Name of input blob.
     * @return pointer to pre-process info of blob with name
     */
    const PreProcessInfo& GetPreProcess(const std::string& name) const {
        const PreProcessInfo* info = nullptr;
        CALL_STATUS_FNC(GetPreProcess, name.c_str(), &info);
        return *info;
    }
 
    /**
     * @copybrief IInferRequest::Infer
     * @note blocks all methods of InferRequest while request is ongoing (running or waiting in queue)
     *
     * Wraps IInferRequest::Infer
     */
    void Infer() {
        CALL_STATUS_FNC_NO_ARGS(Infer);
    }
 
    /**
     * @copybrief IInferRequest::GetPerformanceCounts
     *
     * Wraps IInferRequest::GetPerformanceCounts
     * @return Map of layer names to profiling information for that layer
     */
    std::map<std::string, InferenceEngineProfileInfo> GetPerformanceCounts() const {
        std::map<std::string, InferenceEngineProfileInfo> perfMap;
        CALL_STATUS_FNC(GetPerformanceCounts, perfMap);
        return perfMap;
    }
 
    /**
     * @brief Sets input data to infer
     *
     * @note Memory allocation doesn't happen
     * @param inputs A reference to a map of input blobs accessed by input names.
     *        The type of Blob must correspond to the network input precision and size.
     */
    void SetInput(const BlobMap& inputs) {
        for (auto&& input : inputs) {
            CALL_STATUS_FNC(SetBlob, input.first.c_str(), input.second);
        }
    }
 
    /**
     * @brief Sets data that will contain result of the inference
     *
     * @note Memory allocation doesn't happen
     * @param results - a reference to a map of result blobs accessed by output names.
     *        The type of Blob must correspond to the network output precision and size.
     */
    void SetOutput(const BlobMap& results) {
        for (auto&& result : results) {
            CALL_STATUS_FNC(SetBlob, result.first.c_str(), result.second);
        }
    }
 
    /**
     * @brief Sets new batch size when dynamic batching is enabled in executable network that created this request.
     *
     * @param batch new batch size to be used by all the following inference calls for this request.
     */
    void SetBatch(const int batch) {
        CALL_STATUS_FNC(SetBatch, batch);
    }
 
    /**
     * @brief Start inference of specified input(s) in asynchronous mode
     *
     * @note It returns immediately. Inference starts also immediately.
     */
    void StartAsync() {
        CALL_STATUS_FNC_NO_ARGS(StartAsync);
    }
 
    /**
     * @copybrief IInferRequest::Wait
     *
     * Wraps IInferRequest::Wait
     * @param millis_timeout Maximum duration in milliseconds to block for
     * @note There are special cases when millis_timeout is equal some value of the WaitMode enum:
     * * STATUS_ONLY - immediately returns inference status (IInferRequest::RequestStatus). It does not block or
     * interrupt current thread
     * * RESULT_READY - waits until inference result becomes available
     * @return A status code of operation
     */
    StatusCode Wait(int64_t millis_timeout) {
        ResponseDesc resp;
        if (actual == nullptr) THROW_IE_EXCEPTION << "InferRequest was not initialized.";
        auto res = actual->Wait(millis_timeout, &resp);
        if (res != OK && res != RESULT_NOT_READY && res != INFER_NOT_STARTED) {
            InferenceEngine::details::extract_exception(res, resp.msg);
        }
        return res;
    }
 
    /**
     * @copybrief IInferRequest::SetCompletionCallback
     *
     * Wraps IInferRequest::SetCompletionCallback
     *
     * @param callbackToSet Lambda callback object which will be called on processing finish.
     */
    template <class T>
    void SetCompletionCallback(const T& callbackToSet) {
        callback.reset(new details::CompletionCallbackWrapper<T>(callbackToSet));
        CALL_STATUS_FNC(SetUserData, callback.get());
        actual->SetCompletionCallback(callWrapper);
    }
 
    /**
     * @copybrief IExecutableNetwork::QueryState
     *
     * Wraps IExecutableNetwork::QueryState
     * @return A vector of Memory State objects
     */
    std::vector<VariableState> QueryState() {
        if (actual == nullptr) THROW_IE_EXCEPTION << "ExecutableNetwork was not initialized.";
        IVariableState::Ptr pState = nullptr;
        auto res = OK;
        std::vector<VariableState> controller;
        for (size_t idx = 0; res == OK; ++idx) {
            ResponseDesc resp;
            res = actual->QueryState(pState, idx, &resp);
            if (res != OK && res != OUT_OF_BOUNDS) {
                THROW_IE_EXCEPTION << resp.msg;
            }
            if (res != OUT_OF_BOUNDS) {
                controller.push_back(VariableState(pState, plg));
            }
        }
 
        return controller;
    }
 
    /**
     * @brief  IInferRequest pointer to be used directly in CreateInferRequest functions
     * @return A shared pointer to underlying IInferRequest interface
     */
    operator IInferRequest::Ptr&() {
        if (actual == nullptr) THROW_IE_EXCEPTION << "InferRequest was not initialized.";
        return actual;
    }
 
    /**
     * @brief Checks if current InferRequest object is not initialized
     * @return true if current InferRequest object is not initialized, false - otherwise
     */
    bool operator!() const noexcept {
        return !actual;
    }
 
    /**
     * @brief Checks if current InferRequest object is initialized
     * @return true if current InferRequest object is initialized, false - otherwise
     */
    explicit operator bool() const noexcept {
        return !!actual;
    }
 
    /**
     * @brief A smart pointer to the InferRequest object
     */
    using Ptr = std::shared_ptr<InferRequest>;
};
 
namespace details {
 
template <>
class CompletionCallbackWrapper<std::function<void(InferRequest, StatusCode)>> : public ICompletionCallbackWrapper {
    std::function<void(InferRequest, StatusCode)> lambda;
 
public:
    explicit CompletionCallbackWrapper(const std::function<void(InferRequest, InferenceEngine::StatusCode)>& lambda)
        : lambda(lambda) {}
 
    void call(InferenceEngine::IInferRequest::Ptr request, InferenceEngine::StatusCode code) const noexcept override {
        lambda(InferRequest(request), code);
    }
};
 
}  // namespace details
}  // namespace InferenceEngine