tests/NetworkExecutionUtils/NetworkExecutionUtils.hpp

//
// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//

#pragma once

#include "CsvReader.hpp"
#include <armnn/IRuntime.hpp>
#include <armnn/Types.hpp>

#include <mapbox/variant.hpp>

#include <iostream>


std::vector<unsigned int> ParseArray(std::istream& stream);

/// Splits a given string at every accurance of delimiter into a vector of string
std::vector<std::string> ParseStringList(const std::string& inputString, const char* delimiter);

struct TensorPrinter
{
    TensorPrinter(const std::string& binding,
                  const armnn::TensorInfo& info,
                  const std::string& outputTensorFile,
                  bool dequantizeOutput);

    void operator()(const std::vector<float>& values);

    void operator()(const std::vector<uint8_t>& values);

    void operator()(const std::vector<int>& values);

private:
    template<typename Container, typename Delegate>
    void ForEachValue(const Container& c, Delegate delegate);

    template<typename T>
    void WriteToFile(const std::vector<T>& values);

    std::string m_OutputBinding;
    float m_Scale;
    int m_Offset;
    std::string m_OutputTensorFile;
    bool m_DequantizeOutput;
};

using TContainer         = mapbox::util::variant<std::vector<float>, std::vector<int>, std::vector<unsigned char>>;
using QuantizationParams = std::pair<float, int32_t>;

void PopulateTensorWithData(TContainer& tensorData,
                            unsigned int numElements,
                            const std::string& dataTypeStr,
                            const armnn::Optional<QuantizationParams>& qParams,
                            const armnn::Optional<std::string>& dataFile);

/**
 * Verifies if the given string is a valid path. Reports invalid paths to std::err.
 * @param file string - A string containing the path to check
 * @param expectFile bool - If true, checks for a regular file.
 * @return bool - True if given string is a valid path., false otherwise.
 * */
bool ValidatePath(const std::string& file, const bool expectFile);

/**
 * Verifies if a given vector of strings are valid paths. Reports invalid paths to std::err.
 * @param fileVec vector of string - A vector of string containing the paths to check
 * @param expectFile bool - If true, checks for a regular file.
 * @return bool - True if all given strings are valid paths., false otherwise.
 * */
bool ValidatePaths(const std::vector<std::string>& fileVec, const bool expectFile);