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author | Kshitij Sisodia <kshitij.sisodia@arm.com> | 2022-12-19 16:37:33 +0000 |
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committer | Kshitij Sisodia <kshitij.sisodia@arm.com> | 2022-12-19 17:05:29 +0000 |
commit | 2ea46232a15aaf7600f1b92314612f4aa2fc6cd2 (patch) | |
tree | 7c05c514c3bbe932a067067b719d46ff16e5c2e7 /source/use_case/ad/src | |
parent | 9a97134ee00125c7a406cbf57c3ba8360df8f980 (diff) | |
download | ml-embedded-evaluation-kit-2ea46232a15aaf7600f1b92314612f4aa2fc6cd2.tar.gz |
MLECO-3611: Formatting fixes for generated files.
Template files updated for generated files to adhere to
coding guidelines and clang format configuration. There
will still be unavoidable violations, but most of the
others have been fixed.
Change-Id: Ia03db40f8c62a369f2b07fe02eea65e41993a523
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
Diffstat (limited to 'source/use_case/ad/src')
-rw-r--r-- | source/use_case/ad/src/UseCaseHandler.cc | 89 |
1 files changed, 44 insertions, 45 deletions
diff --git a/source/use_case/ad/src/UseCaseHandler.cc b/source/use_case/ad/src/UseCaseHandler.cc index 222aaf3..c71fdeb 100644 --- a/source/use_case/ad/src/UseCaseHandler.cc +++ b/source/use_case/ad/src/UseCaseHandler.cc @@ -1,6 +1,6 @@ /* - * SPDX-FileCopyrightText: Copyright 2021-2022 Arm Limited and/or its affiliates <open-source-office@arm.com> - * SPDX-License-Identifier: Apache-2.0 + * SPDX-FileCopyrightText: Copyright 2021-2022 Arm Limited and/or its affiliates + * <open-source-office@arm.com> SPDX-License-Identifier: Apache-2.0 * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. @@ -16,16 +16,16 @@ */ #include "UseCaseHandler.hpp" -#include "AdModel.hpp" -#include "InputFiles.hpp" -#include "Classifier.hpp" -#include "hal.h" #include "AdMelSpectrogram.hpp" +#include "AdModel.hpp" +#include "AdProcessing.hpp" #include "AudioUtils.hpp" +#include "Classifier.hpp" #include "ImageUtils.hpp" +#include "InputFiles.hpp" #include "UseCaseCommonUtils.hpp" +#include "hal.h" #include "log_macros.h" -#include "AdProcessing.hpp" namespace arm { namespace app { @@ -44,7 +44,7 @@ namespace app { * File name should be in format anything_goes_XX_here.wav * where XX is the machine ID e.g. 00, 02, 04 or 06 * @return AD model output index as 8 bit integer. - **/ + **/ static int8_t OutputIndexFromFileName(std::string wavFileName); /* Anomaly Detection inference handler */ @@ -57,7 +57,7 @@ namespace app { /* If the request has a valid size, set the audio index */ if (clipIndex < NUMBER_OF_FILES) { - if (!SetAppCtxIfmIdx(ctx, clipIndex,"clipIndex")) { + if (!SetAppCtxIfmIdx(ctx, clipIndex, "clipIndex")) { return false; } } @@ -66,26 +66,22 @@ namespace app { return false; } - auto& profiler = ctx.Get<Profiler&>("profiler"); + auto& profiler = ctx.Get<Profiler&>("profiler"); const auto melSpecFrameLength = ctx.Get<uint32_t>("frameLength"); const auto melSpecFrameStride = ctx.Get<uint32_t>("frameStride"); - const auto scoreThreshold = ctx.Get<float>("scoreThreshold"); - const auto trainingMean = ctx.Get<float>("trainingMean"); - auto startClipIdx = ctx.Get<uint32_t>("clipIndex"); + const auto scoreThreshold = ctx.Get<float>("scoreThreshold"); + const auto trainingMean = ctx.Get<float>("trainingMean"); + auto startClipIdx = ctx.Get<uint32_t>("clipIndex"); TfLiteTensor* outputTensor = model.GetOutputTensor(0); - TfLiteTensor* inputTensor = model.GetInputTensor(0); + TfLiteTensor* inputTensor = model.GetInputTensor(0); if (!inputTensor->dims) { printf_err("Invalid input tensor dims\n"); return false; } - AdPreProcess preProcess{ - inputTensor, - melSpecFrameLength, - melSpecFrameStride, - trainingMean}; + AdPreProcess preProcess{inputTensor, melSpecFrameLength, melSpecFrameStride, trainingMean}; AdPostProcess postProcess{outputTensor}; @@ -95,17 +91,17 @@ namespace app { auto currentIndex = ctx.Get<uint32_t>("clipIndex"); /* Get the output index to look at based on id in the filename. */ - int8_t machineOutputIndex = OutputIndexFromFileName(get_filename(currentIndex)); + int8_t machineOutputIndex = OutputIndexFromFileName(GetFilename(currentIndex)); if (machineOutputIndex == -1) { return false; } /* Creating a sliding window through the whole audio clip. */ - auto audioDataSlider = audio::SlidingWindow<const int16_t>( - get_audio_array(currentIndex), - get_audio_array_size(currentIndex), - preProcess.GetAudioWindowSize(), - preProcess.GetAudioDataStride()); + auto audioDataSlider = + audio::SlidingWindow<const int16_t>(GetAudioArray(currentIndex), + GetAudioArraySize(currentIndex), + preProcess.GetAudioWindowSize(), + preProcess.GetAudioDataStride()); /* Result is an averaged sum over inferences. */ float result = 0; @@ -113,11 +109,11 @@ namespace app { /* Display message on the LCD - inference running. */ std::string str_inf{"Running inference... "}; hal_lcd_display_text( - str_inf.c_str(), str_inf.size(), - dataPsnTxtInfStartX, dataPsnTxtInfStartY, 0); + str_inf.c_str(), str_inf.size(), dataPsnTxtInfStartX, dataPsnTxtInfStartY, 0); info("Running inference on audio clip %" PRIu32 " => %s\n", - currentIndex, get_filename(currentIndex)); + currentIndex, + GetFilename(currentIndex)); /* Start sliding through audio clip. */ while (audioDataSlider.HasNext()) { @@ -126,7 +122,8 @@ namespace app { preProcess.SetAudioWindowIndex(audioDataSlider.Index()); preProcess.DoPreProcess(inferenceWindow, preProcess.GetAudioWindowSize()); - info("Inference %zu/%zu\n", audioDataSlider.Index() + 1, + info("Inference %zu/%zu\n", + audioDataSlider.Index() + 1, audioDataSlider.TotalStrides() + 1); /* Run inference over this audio clip sliding window */ @@ -139,7 +136,7 @@ namespace app { #if VERIFY_TEST_OUTPUT DumpTensor(outputTensor); -#endif /* VERIFY_TEST_OUTPUT */ +#endif /* VERIFY_TEST_OUTPUT */ } /* while (audioDataSlider.HasNext()) */ /* Use average over whole clip as final score. */ @@ -148,8 +145,7 @@ namespace app { /* Erase. */ str_inf = std::string(str_inf.size(), ' '); hal_lcd_display_text( - str_inf.c_str(), str_inf.size(), - dataPsnTxtInfStartX, dataPsnTxtInfStartY, 0); + str_inf.c_str(), str_inf.size(), dataPsnTxtInfStartX, dataPsnTxtInfStartY, 0); ctx.Set<float>("result", result); if (!PresentInferenceResult(result, scoreThreshold)) { @@ -158,7 +154,7 @@ namespace app { profiler.PrintProfilingResult(); - IncrementAppCtxIfmIdx(ctx,"clipIndex"); + IncrementAppCtxIfmIdx(ctx, "clipIndex"); } while (runAll && ctx.Get<uint32_t>("clipIndex") != startClipIdx); @@ -176,8 +172,10 @@ namespace app { /* Display each result */ uint32_t rowIdx1 = dataPsnTxtStartY1 + 2 * dataPsnTxtYIncr; - std::string anomalyScore = std::string{"Average anomaly score is: "} + std::to_string(result); - std::string anomalyThreshold = std::string("Anomaly threshold is: ") + std::to_string(threshold); + std::string anomalyScore = + std::string{"Average anomaly score is: "} + std::to_string(result); + std::string anomalyThreshold = + std::string("Anomaly threshold is: ") + std::to_string(threshold); std::string anomalyResult; if (result > threshold) { @@ -187,8 +185,7 @@ namespace app { } hal_lcd_display_text( - anomalyScore.c_str(), anomalyScore.size(), - dataPsnTxtStartX1, rowIdx1, false); + anomalyScore.c_str(), anomalyScore.size(), dataPsnTxtStartX1, rowIdx1, false); info("%s\n", anomalyScore.c_str()); info("%s\n", anomalyThreshold.c_str()); @@ -200,26 +197,28 @@ namespace app { static int8_t OutputIndexFromFileName(std::string wavFileName) { /* Filename is assumed in the form machine_id_00.wav */ - std::string delimiter = "_"; /* First character used to split the file name up. */ + std::string delimiter = "_"; /* First character used to split the file name up. */ size_t delimiterStart; std::string subString; - size_t machineIdxInString = 3; /* Which part of the file name the machine id should be at. */ + size_t machineIdxInString = + 3; /* Which part of the file name the machine id should be at. */ for (size_t i = 0; i < machineIdxInString; ++i) { delimiterStart = wavFileName.find(delimiter); - subString = wavFileName.substr(0, delimiterStart); + subString = wavFileName.substr(0, delimiterStart); wavFileName.erase(0, delimiterStart + delimiter.length()); } /* At this point substring should be 00.wav */ - delimiter = "."; /* Second character used to split the file name up. */ + delimiter = "."; /* Second character used to split the file name up. */ delimiterStart = subString.find(delimiter); - subString = (delimiterStart != std::string::npos) ? subString.substr(0, delimiterStart) : subString; + subString = + (delimiterStart != std::string::npos) ? subString.substr(0, delimiterStart) : subString; - auto is_number = [](const std::string& str) -> bool - { + auto is_number = [](const std::string& str) -> bool { std::string::const_iterator it = str.begin(); - while (it != str.end() && std::isdigit(*it)) ++it; + while (it != str.end() && std::isdigit(*it)) + ++it; return !str.empty() && it == str.end(); }; |