From 4f55a25217f679205bd39587a26f2a2d1866cb67 Mon Sep 17 00:00:00 2001 From: Finn Williams Date: Fri, 20 Nov 2020 13:57:53 +0000 Subject: IVGCVSW-5559 Add int8_t to tflite delegate on ExecuteNetwork Signed-off-by: Finn Williams Signed-off-by: Kevin May Change-Id: I56afc73d48848bc40842692831c05316484757a4 --- .../NetworkExecutionUtils.hpp | 52 +++++++++++++++++++++- 1 file changed, 51 insertions(+), 1 deletion(-) (limited to 'tests/NetworkExecutionUtils/NetworkExecutionUtils.hpp') diff --git a/tests/NetworkExecutionUtils/NetworkExecutionUtils.hpp b/tests/NetworkExecutionUtils/NetworkExecutionUtils.hpp index 9d9e616e98..742f968a7a 100644 --- a/tests/NetworkExecutionUtils/NetworkExecutionUtils.hpp +++ b/tests/NetworkExecutionUtils/NetworkExecutionUtils.hpp @@ -7,10 +7,13 @@ #include #include +#include +#include #include #include +#include std::vector ParseArray(std::istream& stream); @@ -68,4 +71,51 @@ bool ValidatePath(const std::string& file, const bool expectFile); * @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& fileVec, const bool expectFile); \ No newline at end of file +bool ValidatePaths(const std::vector& fileVec, const bool expectFile); + +template +std::vector ParseArrayImpl(std::istream& stream, TParseElementFunc parseElementFunc, const char* chars = "\t ,:") +{ + std::vector result; + // Processes line-by-line. + std::string line; + while (std::getline(stream, line)) + { + std::vector tokens = armnn::stringUtils::StringTokenizer(line, chars); + for (const std::string& token : tokens) + { + if (!token.empty()) // See https://stackoverflow.com/questions/10437406/ + { + try + { + result.push_back(parseElementFunc(token)); + } + catch (const std::exception&) + { + ARMNN_LOG(error) << "'" << token << "' is not a valid number. It has been ignored."; + } + } + } + } + + return result; +} + +template +void PopulateTensorWithDataGeneric(std::vector& tensorData, + unsigned int numElements, + const armnn::Optional& dataFile, + TParseElementFunc parseFunction) +{ + const bool readFromFile = dataFile.has_value() && !dataFile.value().empty(); + + std::ifstream inputTensorFile; + if (readFromFile) + { + inputTensorFile = std::ifstream(dataFile.value()); + } + + tensorData = readFromFile ? + ParseArrayImpl(inputTensorFile, parseFunction) : + std::vector(numElements, static_cast(0)); +} -- cgit v1.2.1