adding content

Start_Linux/.gitignore

@@ -0,0 +1,2 @@
+mnist
+runTests

Start_Linux/imageInput.c

@@ -0,0 +1,22 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include "imageInput.h"
+
+#define BUFFER_SIZE 100
+#define FILE_HEADER_STRING "__info2_image_file_format__"
+
+// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
+
+// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
+GrayScaleImageSeries *readImages(const char *path)
+{
+    GrayScaleImageSeries *series = NULL;
+    
+    return series;
+}
+
+// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
+void clearSeries(GrayScaleImageSeries *series)
+{
+}

Start_Linux/imageInput.h

@@ -0,0 +1,23 @@
+#ifndef IMAGEINPUT_H
+#define IMAGEINPUT_H
+
+typedef unsigned char GrayScalePixelType;
+
+typedef struct
+{
+    GrayScalePixelType *buffer;
+    unsigned int width;
+    unsigned int height;
+} GrayScaleImage;
+
+typedef struct
+{
+    GrayScaleImage *images;
+    unsigned char *labels;
+    unsigned int count;
+} GrayScaleImageSeries;
+
+GrayScaleImageSeries *readImages(const char *path);
+void clearSeries(GrayScaleImageSeries *series);
+
+#endif

Start_Linux/imageInputTests.c

@@ -0,0 +1,143 @@
+
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "unity.h"
+#include "imageInput.h"
+
+
+static void prepareImageFile(const char *path, unsigned short int width, unsigned short int height, unsigned int short numberOfImages, unsigned char label)
+{
+    FILE *file = fopen(path, "wb");
+
+    if(file != NULL)
+    {
+        const char *fileTag = "__info2_image_file_format__";
+        GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
+
+        if(zeroBuffer != NULL)
+        {
+            fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
+            fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
+            fwrite(&width, sizeof(width), 1, file);
+            fwrite(&height, sizeof(height), 1, file);
+
+            for(int i = 0; i < numberOfImages; i++)
+            {
+                fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
+                fwrite(&label, sizeof(unsigned char), 1, file);
+            }
+
+            free(zeroBuffer);
+        }
+
+        fclose(file);
+    }
+}
+
+
+void test_readImagesReturnsCorrectNumberOfImages(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedNumberOfImages = 2;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, 8, expectedNumberOfImages, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_EQUAL_UINT16(expectedNumberOfImages, series->count);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectImageWidth(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedWidth = 10;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, expectedWidth, 2, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->images);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[0].width);
+    TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[1].width);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectImageHeight(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedHeight = 10;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, expectedHeight, 8, 2, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->images);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[0].height);
+    TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[1].height);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectLabels(void)
+{
+    const unsigned char expectedLabel = 15;
+
+    GrayScaleImageSeries *series = NULL;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, 8, 2, expectedLabel);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->labels);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    for (int i = 0; i < 2; i++) {
+        TEST_ASSERT_EQUAL_UINT8(expectedLabel, series->labels[i]);
+    }
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsNullOnNotExistingPath(void)
+{
+    const char *path = "testFile.txt";
+    remove(path);
+    TEST_ASSERT_NULL(readImages(path));
+}
+
+void test_readImagesFailsOnWrongFileTag(void)
+{
+    const char *path = "testFile.info2";
+    FILE *file = fopen(path, "w");
+    if(file != NULL)
+    {
+        fprintf(file, "some_tag                  ");
+        fclose(file);
+        TEST_ASSERT_NULL(readImages(path));
+    }
+    remove(path);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+    
+    printf("\n============================\nImage input tests\n============================\n");
+    RUN_TEST(test_readImagesReturnsCorrectNumberOfImages);
+    RUN_TEST(test_readImagesReturnsCorrectImageWidth);
+    RUN_TEST(test_readImagesReturnsCorrectImageHeight);
+    RUN_TEST(test_readImagesReturnsCorrectLabels);
+    RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
+    RUN_TEST(test_readImagesFailsOnWrongFileTag);
+
+    return UNITY_END();
+}

Start_Linux/main.c

@@ -0,0 +1,68 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include "imageInput.h"
+#include "mnistVisualization.h"
+#include "neuralNetwork.h"
+
+int main(int argc, char *argv[])
+{
+    const unsigned int windowWidth = 800;
+    const unsigned int windowHeight = 600;
+
+    int exitCode = EXIT_FAILURE;
+
+    if(argc == 3)
+    {
+        const char *pathToMnist = argv[1];
+        const char *pathToModel = argv[2];
+        GrayScaleImageSeries *series = readImages(pathToMnist);
+
+        if(series != NULL)
+        {
+            NeuralNetwork model = {NULL, 0};
+            printf("Loaded %u images ... \n", series->count);
+
+            model = loadModel(pathToModel);
+
+            if(model.numberOfLayers > 0)
+            {
+                unsigned char *predictions = NULL;
+                
+                printf("Processing %u images ...\n", series->count);
+
+                predictions = predict(model, series->images, series->count);
+
+                if(predictions != NULL)
+                {
+                    showMnist(windowWidth, windowHeight, series, predictions);
+                    free(predictions);
+                    exitCode = EXIT_SUCCESS;
+                }
+                else
+                {
+                    fprintf(stderr, "Error while processing images ...\n");
+                    exitCode = EXIT_FAILURE;
+                }
+                clearModel(&model);
+            }
+            else
+            {
+                fprintf(stderr, "Error while loading model from %s ...\n", pathToModel);
+                exitCode = EXIT_FAILURE;
+            }
+        }
+        else
+        {
+            fprintf(stderr, "Error while reading images from %s ...\n", pathToMnist);
+            exitCode = EXIT_FAILURE;
+        }
+        clearSeries(series);
+    }
+    else
+    {
+        fprintf(stderr, "Usage: %s <mnist file> <model file>\n", argv[0]);
+        exitCode = EXIT_FAILURE;
+    }
+
+    return exitCode;
+}

Start_Linux/makefile

@@ -0,0 +1,51 @@
+CC = gcc
+CFLAGS = -g -Wall -I$(raylibfolder)
+LDFLAGS = -lGL -lX11 -lm
+BINARIES = ./linux
+
+raylib_folder = ./raylib
+unityfolder = ./unity
+
+
+# --------------------------
+# Initiales Programm bauen (zum ausprobieren)
+# --------------------------
+mnist_initial: $(BINARIES)/libmnist_complete.a
+	$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
+
+# --------------------------
+# Selbst implementiertes Programm bauen
+# --------------------------
+mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
+	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o $(BINARIES)/libraylib.a ${LDFLAGS}
+
+main.o: main.c
+	$(CC) -c $(CFLAGS) main.c
+
+matrix.o: matrix.c
+	$(CC) -c $(CFLAGS) matrix.c
+
+neuralNetwork.o: neuralNetwork.c
+	$(CC) -c $(CFLAGS) neuralNetwork.c
+
+imageInput.o: imageInput.c
+	$(CC) -c $(CFLAGS) imageInput.c
+
+# --------------------------
+# Unit Tests
+# --------------------------
+matrixTests: matrix.o matrixTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
+
+neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
+
+imageInputTests: imageInput.o imageInputTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a
+
+# --------------------------
+# Clean
+# --------------------------
+clean:
+	rm -f *.o mnist runMatrixTests runNeuralNetworkTests runImageInputTests
+

Start_Linux/matrix.c

@@ -0,0 +1,35 @@
+#include <stdlib.h>
+#include <string.h>
+#include "matrix.h"
+
+// TODO Matrix-Funktionen implementieren
+
+Matrix createMatrix(unsigned int rows, unsigned int cols)
+{
+    
+}
+
+void clearMatrix(Matrix *matrix)
+{
+    
+}
+
+void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
+{
+    
+}
+
+MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
+{
+    
+}
+
+Matrix add(const Matrix matrix1, const Matrix matrix2)
+{
+    
+}
+
+Matrix multiply(const Matrix matrix1, const Matrix matrix2)
+{
+    
+}

Start_Linux/matrix.h

@@ -0,0 +1,19 @@
+#ifndef MATRIX_H
+#define MATRIX_H
+
+#define UNDEFINED_MATRIX_VALUE 0
+
+typedef float MatrixType;
+
+// TODO Matrixtyp definieren
+
+
+Matrix createMatrix(unsigned int rows, unsigned int cols);
+void clearMatrix(Matrix *matrix);
+void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
+MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
+Matrix add(const Matrix matrix1, const Matrix matrix2);
+Matrix multiply(const Matrix matrix1, const Matrix matrix2);
+
+
+#endif

Start_Linux/matrixTests.c

@@ -0,0 +1,170 @@
+
+#include <stdio.h>
+#include <stdlib.h>
+#include "matrix.h"
+#include "unity.h"
+
+
+void test_createMatrixFailsOnZeroDimensions(void)
+{
+    Matrix matrixToTest1 = createMatrix(0, 1);
+    Matrix matrixToTest2 = createMatrix(1, 0);
+    TEST_ASSERT_NULL(matrixToTest1.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.cols);
+    TEST_ASSERT_NULL(matrixToTest2.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.cols);
+}
+
+void test_createMatrixReturnsCorrectMatrixDimensions(void)
+{
+    const unsigned int expectedRows = 15;
+    const unsigned int expectedCols = 10;
+    
+    Matrix matrixToTest = createMatrix(expectedRows, expectedCols);
+    TEST_ASSERT_EQUAL_UINT32(expectedRows, matrixToTest.rows);
+    TEST_ASSERT_EQUAL_UINT32(expectedCols, matrixToTest.cols);
+    free(matrixToTest.buffer);
+}
+
+void test_clearMatrixSetsMembersToNull(void)
+{
+    Matrix matrixToTest = createMatrix(10, 10);
+    clearMatrix(&matrixToTest);
+    TEST_ASSERT_NULL(matrixToTest.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
+}
+
+void test_addReturnsCorrectResult(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
+
+    Matrix result = add(matrix1, matrix2);
+
+    float expectedResults[] = {8, 10, 12, 14, 16, 18};
+
+    TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result.cols);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
+    TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
+    free(result.buffer);
+}
+
+void test_addFailsOnDifferentInputDimensions(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=3, .cols=2, .buffer=buffer2};
+    
+    Matrix result = add(matrix1, matrix2);
+
+    TEST_ASSERT_NULL(result.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, result.cols);
+}
+
+void test_multiplyReturnsCorrectResults(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=3, .cols=4, .buffer=buffer2};
+    
+    Matrix result = multiply(matrix1, matrix2);
+
+    float expectedResults[] = {74, 80, 86, 92, 173, 188, 203, 218};
+
+    TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
+    TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
+
+    free(result.buffer);
+}
+
+void test_multiplyFailsOnWrongInputDimensions(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
+
+    Matrix result = multiply(matrix1, matrix2);
+
+    TEST_ASSERT_NULL(result.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, result.cols);
+}
+
+void test_getMatrixAtReturnsCorrectResult(void)
+{
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+    int expectedResult = buffer[4];
+
+    TEST_ASSERT_EQUAL_INT(expectedResult, getMatrixAt(matrixToTest, 1, 1));
+}
+
+void test_getMatrixAtFailsOnIndicesOutOfRange(void)
+{
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    TEST_ASSERT_EQUAL_INT(UNDEFINED_MATRIX_VALUE, getMatrixAt(matrixToTest, 2, 3));
+}
+
+void test_setMatrixAtSetsCorrectValue(void)
+{
+    const int expectedResult = -1;
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix matrixUnderTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    setMatrixAt(expectedResult, matrixUnderTest, 1, 2);
+    TEST_ASSERT_EQUAL_INT(expectedResult, buffer[5]);
+}
+
+void test_setMatrixAtFailsOnIndicesOutOfRange(void)
+{
+    const float expectedResults[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    setMatrixAt(-1, matrixToTest, 2, 3);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+
+    printf("============================\nMatrix tests\n============================\n");
+    RUN_TEST(test_createMatrixReturnsCorrectMatrixDimensions);
+    RUN_TEST(test_createMatrixFailsOnZeroDimensions);
+    RUN_TEST(test_clearMatrixSetsMembersToNull);
+    RUN_TEST(test_addReturnsCorrectResult);
+    RUN_TEST(test_addFailsOnDifferentInputDimensions);
+    RUN_TEST(test_multiplyReturnsCorrectResults);
+    RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
+    RUN_TEST(test_getMatrixAtReturnsCorrectResult);
+    RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
+    RUN_TEST(test_setMatrixAtSetsCorrectValue);
+    RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
+
+    return UNITY_END();
+}

Start_Linux/mnistVisualization.c

@@ -0,0 +1,173 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "mnistVisualization.h"
+#include "raylib.h"
+
+#define MAX_TEXT_LEN 100
+
+typedef struct
+{
+    Vector2 position;
+    const GrayScaleImageSeries *series;
+    const unsigned char *predictions;
+    unsigned int currentIdx;
+    Vector2 pixelSize;
+} MnistVisualization;
+
+typedef struct
+{
+    char text[MAX_TEXT_LEN];
+    Vector2 position;
+    unsigned int fontSize;
+    Color color;
+} TextLabel;
+
+static TextLabel *createTextLabel(const char *text, unsigned int fontSize, Color color)
+{
+    TextLabel *label = NULL;
+
+    if(text != NULL)
+    {
+        label = (TextLabel *)malloc(sizeof(TextLabel));
+
+        if(label != NULL)
+        {
+            strncpy(label->text, text, MAX_TEXT_LEN);
+            label->text[MAX_TEXT_LEN-1] = '\0';
+            label->position.x = 0;
+            label->position.y = 0;
+            label->fontSize = fontSize;
+            label->color = color;
+        }
+    }
+
+    return label;
+}
+
+static MnistVisualization *createVisualizationContainer(const GrayScaleImageSeries *series, const unsigned char predictions[], Vector2 size)
+{
+    MnistVisualization *container = NULL;
+    
+    if(size.x > 0 && size.y > 0 && series != NULL && series->images != NULL && series->count > 0 && predictions != NULL)
+    {
+        container = (MnistVisualization *)calloc(1, sizeof(MnistVisualization));
+
+        if(container != NULL)
+        {
+            Vector2 pixelSize = {(int)(size.x / series->images[0].width), (int)(size.y / series->images[0].height)};
+            container->pixelSize = pixelSize;
+            container->series = series;
+            container->predictions = predictions;
+        }
+    }
+
+    return container;
+}
+
+static void drawTextLabel(const TextLabel *label)
+{
+    DrawText(label->text, label->position.x, label->position.y, label->fontSize, label->color);
+}
+
+static void drawDigit(const GrayScaleImage image, Vector2 position, Vector2 pixelSize)
+{
+    float xOffset = 0;
+    float yOffset = position.y - pixelSize.y;
+    Color color = {0};
+    color.a = 255;
+
+    for(int i = 0; i < image.width * image.height; i++)
+    {
+        if(i % image.width == 0)
+        {
+            xOffset = position.x;
+            yOffset += pixelSize.y;
+        }
+
+        color.r = image.buffer[i];
+        color.b = image.buffer[i];
+        color.g = image.buffer[i];
+
+        DrawRectangle(xOffset, yOffset, pixelSize.x, pixelSize.y, color);
+        xOffset += pixelSize.x;
+    }
+}
+
+static void drawAll(const MnistVisualization *container, const TextLabel *navigationLabel, const TextLabel *predictionLabel)
+{
+    BeginDrawing();
+    ClearBackground(BLACK);
+    
+    drawDigit(container->series->images[container->currentIdx], container->position, container->pixelSize);
+    drawTextLabel(navigationLabel);
+    drawTextLabel(predictionLabel);
+        
+    EndDrawing();
+}
+
+static int checkUserInput()
+{
+    int inputResult = 0;
+
+    if(IsKeyReleased(KEY_LEFT))
+        inputResult = -1;
+    else if(IsKeyReleased(KEY_RIGHT))
+        inputResult = 1;
+    
+    return inputResult;
+}
+
+static void updateDisplayContainer(MnistVisualization *container, int updateDirection)
+{
+    int newIndex = (int)container->currentIdx + updateDirection;
+
+    if(newIndex < 0)
+        newIndex = 0;
+    else if(newIndex >= container->series->count)
+        newIndex = container->series->count - 1;
+
+    container->currentIdx = newIndex;
+}
+
+static void updatePredictionLabel(TextLabel *predictionLabel, unsigned char trueLabel, unsigned char predictedLabel)
+{
+    snprintf(predictionLabel->text, MAX_TEXT_LEN, "True label:        %u\nPredicted label:  %u", trueLabel, predictedLabel);
+}
+
+static void update(MnistVisualization *container, TextLabel *predictionLabel, int updateDirection)
+{
+    updateDisplayContainer(container, updateDirection);
+    updatePredictionLabel(predictionLabel, container->series->labels[container->currentIdx], container->predictions[container->currentIdx]);
+}
+
+void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[])
+{
+    const Vector2 windowSize = {windowWidth, windowHeight};
+
+    MnistVisualization *container = createVisualizationContainer(series, predictions, windowSize);
+    TextLabel *navigationLabel = createTextLabel("Use left and right key to navigate ...", 20, WHITE);
+    TextLabel *predictionLabel = createTextLabel("", 20, WHITE);
+    predictionLabel->position.x = 10;
+    predictionLabel->position.y = windowSize.y - 50;
+
+    if(container != NULL && navigationLabel != NULL && predictionLabel != NULL)
+    {
+        InitWindow(windowSize.x, windowSize.y, "MNIST Browser");
+
+        SetTargetFPS(60);
+
+        while (!WindowShouldClose())
+        {
+            int updateDirection = checkUserInput();
+            update(container, predictionLabel, updateDirection);
+            drawAll(container, navigationLabel, predictionLabel);
+        }
+    }
+
+    CloseWindow();
+
+    free(container);
+    free(navigationLabel);
+    free(predictionLabel);
+}

Start_Linux/mnistVisualization.h

@@ -0,0 +1,8 @@
+#ifndef MNISTVISUALIZATION_H
+#define MNISTVISUALIZATION_H
+
+#include "imageInput.h"
+
+void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[]);
+
+#endif

Start_Linux/neuralNetwork.c

@@ -0,0 +1,268 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <string.h>
+#include "neuralNetwork.h"
+
+#define BUFFER_SIZE 100
+#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
+
+static void softmax(Matrix *matrix)
+{
+    if(matrix->cols > 0)
+    {
+        double *colSums = (double *)calloc(matrix->cols, sizeof(double));
+
+        if(colSums != NULL)
+        {
+            for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
+            {
+                for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
+                {
+                    MatrixType expValue = exp(getMatrixAt(*matrix, rowIdx, colIdx));
+                    setMatrixAt(expValue, *matrix, rowIdx, colIdx);
+                    colSums[colIdx] += expValue;
+                }
+            }
+
+            for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
+            {
+                for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
+                {
+                    MatrixType normalizedValue = getMatrixAt(*matrix, rowIdx, colIdx) / colSums[colIdx];
+                    setMatrixAt(normalizedValue, *matrix, rowIdx, colIdx);
+                }
+            }
+            free(colSums);
+        }
+    }
+}
+
+static void relu(Matrix *matrix)
+{
+    for(int i = 0; i < matrix->rows * matrix->cols; i++)
+    {
+        matrix->buffer[i] = matrix->buffer[i] >= 0 ? matrix->buffer[i] : 0;
+    }
+}
+
+static int checkFileHeader(FILE *file)
+{
+    int isValid = 0;
+    int fileHeaderLen = strlen(FILE_HEADER_STRING);
+    char buffer[BUFFER_SIZE] = {0};
+
+    if(BUFFER_SIZE-1 < fileHeaderLen)
+        fileHeaderLen = BUFFER_SIZE-1;
+
+    if(fread(buffer, sizeof(char), fileHeaderLen, file) == fileHeaderLen)
+        isValid = strcmp(buffer, FILE_HEADER_STRING) == 0;
+
+    return isValid;
+}
+
+static unsigned int readDimension(FILE *file)
+{
+    int dimension = 0;
+
+    if(fread(&dimension, sizeof(int), 1, file) != 1)
+        dimension = 0;
+    
+    return dimension;
+}
+
+static Matrix readMatrix(FILE *file, unsigned int rows, unsigned int cols)
+{
+    Matrix matrix = createMatrix(rows, cols);
+    
+    if(matrix.buffer != NULL)
+    {
+        if(fread(matrix.buffer, sizeof(MatrixType), rows*cols, file) != rows*cols)
+            clearMatrix(&matrix);
+    }
+
+    return matrix;
+}
+
+static Layer readLayer(FILE *file, unsigned int inputDimension, unsigned int outputDimension)
+{
+    Layer layer;
+    layer.weights = readMatrix(file, outputDimension, inputDimension);
+    layer.biases = readMatrix(file, outputDimension, 1);
+
+    return layer;
+}
+
+static int isEmptyLayer(const Layer layer)
+{
+    return layer.biases.cols == 0 || layer.biases.rows == 0 || layer.biases.buffer == NULL || layer.weights.rows == 0 || layer.weights.cols == 0 || layer.weights.buffer == NULL;
+}
+
+static void clearLayer(Layer *layer)
+{
+    if(layer != NULL)
+    {
+        clearMatrix(&layer->weights);
+        clearMatrix(&layer->biases);
+        layer->activation = NULL;
+    }
+}
+
+static void assignActivations(NeuralNetwork model)
+{
+    for(int i = 0; i < (int)model.numberOfLayers-1; i++)
+    {
+        model.layers[i].activation = relu;
+    }
+
+    if(model.numberOfLayers > 0)
+        model.layers[model.numberOfLayers-1].activation = softmax;
+}
+
+NeuralNetwork loadModel(const char *path)
+{
+    NeuralNetwork model = {NULL, 0};
+    FILE *file = fopen(path, "rb");
+
+    if(file != NULL)
+    {
+        if(checkFileHeader(file))
+        {
+            unsigned int inputDimension = readDimension(file); 
+            unsigned int outputDimension = readDimension(file);
+
+            while(inputDimension > 0 && outputDimension > 0)
+            {
+                Layer layer = readLayer(file, inputDimension, outputDimension);
+                Layer *layerBuffer = NULL;
+
+                if(isEmptyLayer(layer))
+                {
+                    clearLayer(&layer);
+                    clearModel(&model);
+                    break;
+                }
+                
+                layerBuffer = (Layer *)realloc(model.layers, (model.numberOfLayers + 1) * sizeof(Layer));
+
+                if(layerBuffer != NULL)
+                    model.layers = layerBuffer;
+                else
+                {
+                    clearModel(&model);
+                    break;
+                }
+
+                model.layers[model.numberOfLayers] = layer;
+                model.numberOfLayers++;
+
+                inputDimension = outputDimension;
+                outputDimension = readDimension(file);
+            }
+        }
+        fclose(file);
+
+        assignActivations(model);
+    }
+
+    return model;
+}
+
+static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
+{
+    Matrix matrix = {NULL, 0, 0};
+
+    if(count > 0 && images != NULL)
+    {
+        matrix = createMatrix(images[0].height * images[0].width, count);
+
+        if(matrix.buffer != NULL)
+        {
+            for(int i = 0; i < count; i++)
+            {
+                for(int j = 0; j < images[i].width * images[i].height; j++)
+                {
+                    setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
+                }
+            }
+        }
+    }
+
+    return matrix;
+}
+
+static Matrix forward(const NeuralNetwork model, Matrix inputBatch)
+{
+    Matrix result = inputBatch;
+
+    if(result.buffer != NULL)
+    {
+        for(int i = 0; i < model.numberOfLayers; i++)
+        {
+            Matrix biasResult;
+            Matrix weightResult;
+            
+            weightResult = multiply(model.layers[i].weights, result);
+            clearMatrix(&result);
+            biasResult = add(model.layers[i].biases, weightResult);
+            clearMatrix(&weightResult);
+
+            if(model.layers[i].activation != NULL)
+                model.layers[i].activation(&biasResult);
+            result = biasResult;
+        }
+    }
+
+    return result;
+}
+
+unsigned char *argmax(const Matrix matrix)
+{
+    unsigned char *maxIdx = NULL;
+
+    if(matrix.rows > 0 && matrix.cols > 0)
+    {
+        maxIdx = (unsigned char *)malloc(sizeof(unsigned char) * matrix.cols);
+
+        if(maxIdx != NULL)
+        {
+            for(int colIdx = 0; colIdx < matrix.cols; colIdx++)
+            {
+                maxIdx[colIdx] = 0;
+
+                for(int rowIdx = 1; rowIdx < matrix.rows; rowIdx++)
+                {
+                    if(getMatrixAt(matrix, rowIdx, colIdx) > getMatrixAt(matrix, maxIdx[colIdx], colIdx))
+                        maxIdx[colIdx] = rowIdx;
+                }
+            }
+        }
+    }
+
+    return maxIdx;
+}
+
+unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages)
+{
+    Matrix inputBatch = imageBatchToMatrixOfImageVectors(images, numberOfImages);
+    Matrix outputBatch = forward(model, inputBatch);
+
+    unsigned char *result = argmax(outputBatch);
+    
+    clearMatrix(&outputBatch);
+    
+    return result;
+}
+
+void clearModel(NeuralNetwork *model)
+{
+    if(model != NULL)
+    {
+        for(int i = 0; i < model->numberOfLayers; i++)
+        {
+            clearLayer(&model->layers[i]);
+        }
+        model->layers = NULL;
+        model->numberOfLayers = 0;
+    }
+}

Start_Linux/neuralNetwork.h

@@ -0,0 +1,26 @@
+#ifndef NEURALNETWORK_H
+#define NEURALNETWORK_H
+
+#include "imageInput.h"
+#include "matrix.h"
+
+typedef void (*ActivationFunctionType)(Matrix *X);
+
+typedef struct
+{
+    Matrix weights;
+    Matrix biases;
+    ActivationFunctionType activation;
+} Layer;
+
+typedef struct
+{
+    Layer *layers;
+    unsigned int numberOfLayers;
+} NeuralNetwork;
+
+NeuralNetwork loadModel(const char *path);
+unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
+void clearModel(NeuralNetwork *model);
+
+#endif

Start_Linux/neuralNetworkTests.c

@@ -0,0 +1,242 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <math.h>
+#include "unity.h"
+#include "neuralNetwork.h"
+
+
+static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
+{
+    // TODO
+}
+
+void test_loadModelReturnsCorrectNumberOfLayers(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights1 = {.buffer=buffer1, .rows=3, .cols=2};
+    Matrix weights2 = {.buffer=buffer2, .rows=2, .cols=3};
+    MatrixType buffer3[] = {1, 2, 3};
+    MatrixType buffer4[] = {1, 2};
+    Matrix biases1 = {.buffer=buffer3, .rows=3, .cols=1};
+    Matrix biases2 = {.buffer=buffer4, .rows=2, .cols=1};
+    Layer layers[] = {{.weights=weights1, .biases=biases1}, {.weights=weights2, .biases=biases2}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=2};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_EQUAL_INT(expectedNet.numberOfLayers, netUnderTest.numberOfLayers);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectWeightDimensions(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectBiasDimensions(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.rows, netUnderTest.layers[0].biases.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.cols, netUnderTest.layers[0].biases.cols);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectWeights(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    int n = netUnderTest.layers[0].weights.rows * netUnderTest.layers[0].weights.cols;
+    TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].weights.buffer, netUnderTest.layers[0].weights.buffer, n);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectBiases(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    int n = netUnderTest.layers[0].biases.rows * netUnderTest.layers[0].biases.cols;
+    TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].biases.buffer, netUnderTest.layers[0].biases.buffer, n);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelFailsOnWrongFileTag(void)
+{
+    const char *path = "some_nn_test_file.info2";
+    NeuralNetwork netUnderTest;
+    FILE *file = fopen(path, "wb");
+
+    if(file != NULL)
+    {
+        const char *fileTag = "info2_neural_network_file_format";
+
+        fwrite(fileTag, sizeof(char), strlen(fileTag), file);
+
+        fclose(file);
+    }
+
+    netUnderTest = loadModel(path);
+
+    remove(path);
+
+    TEST_ASSERT_NULL(netUnderTest.layers);
+    TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
+}
+
+void test_clearModelSetsMembersToNull(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_NOT_NULL(netUnderTest.layers);
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    clearModel(&netUnderTest);
+    TEST_ASSERT_NULL(netUnderTest.layers);
+    TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
+}
+
+static void someActivation(Matrix *matrix)
+{
+    for(int i = 0; i < matrix->rows * matrix->cols; i++)
+    {
+        matrix->buffer[i] = fabs(matrix->buffer[i]);
+    }
+}
+
+void test_predictReturnsCorrectLabels(void)
+{
+    const unsigned char expectedLabels[] = {4, 2};
+    GrayScalePixelType imageBuffer1[] = {10, 30, 25, 17};
+    GrayScalePixelType imageBuffer2[] = {20, 40, 10, 128};
+    GrayScaleImage inputImages[] = {{.buffer=imageBuffer1, .width=2, .height=2}, {.buffer=imageBuffer2, .width=2, .height=2}};
+    MatrixType weightsBuffer1[] = {1, -2, 3, -4, 5, -6, 7, -8};
+    MatrixType weightsBuffer2[] = {-9, 10, 11, 12, 13, 14};
+    MatrixType weightsBuffer3[] = {-15, 16, 17, 18, -19, 20, 21, 22, 23, -24, 25, 26, 27, -28, -29};
+    Matrix weights1 = {.buffer=weightsBuffer1, .rows=2, .cols=4};
+    Matrix weights2 = {.buffer=weightsBuffer2, .rows=3, .cols=2};
+    Matrix weights3 = {.buffer=weightsBuffer3, .rows=5, .cols=3};
+    MatrixType biasBuffer1[] = {200, 0};
+    MatrixType biasBuffer2[] = {0, -100, 0};
+    MatrixType biasBuffer3[] = {0, -1000, 0, 2000, 0};
+    Matrix biases1 = {.buffer=biasBuffer1, .rows=2, .cols=1};
+    Matrix biases2 = {.buffer=biasBuffer2, .rows=3, .cols=1};
+    Matrix biases3 = {.buffer=biasBuffer3, .rows=5, .cols=1};
+    Layer layers[] = {{.weights=weights1, .biases=biases1, .activation=someActivation}, \
+                      {.weights=weights2, .biases=biases2, .activation=someActivation}, \
+                      {.weights=weights3, .biases=biases3, .activation=someActivation}};
+    NeuralNetwork netUnderTest = {.layers=layers, .numberOfLayers=3};
+    unsigned char *predictedLabels = predict(netUnderTest, inputImages, 2);
+    TEST_ASSERT_NOT_NULL(predictedLabels);
+    int n = (int)(sizeof(expectedLabels) / sizeof(expectedLabels[0]));
+    TEST_ASSERT_EQUAL_UINT8_ARRAY(expectedLabels, predictedLabels, n);
+    free(predictedLabels);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+
+    printf("\n============================\nNeural network tests\n============================\n");
+    RUN_TEST(test_loadModelReturnsCorrectNumberOfLayers);
+    RUN_TEST(test_loadModelReturnsCorrectWeightDimensions);
+    RUN_TEST(test_loadModelReturnsCorrectBiasDimensions);
+    RUN_TEST(test_loadModelReturnsCorrectWeights);
+    RUN_TEST(test_loadModelReturnsCorrectBiases);
+    RUN_TEST(test_loadModelFailsOnWrongFileTag);
+    RUN_TEST(test_clearModelSetsMembersToNull);
+    RUN_TEST(test_predictReturnsCorrectLabels);
+
+    return UNITY_END();
+}

Start_Linux/unittests.h

@@ -0,0 +1,10 @@
+#ifndef UNITTTESTS_H
+#define UNITTTESTS_H
+
+#include <stdio.h>
+
+typedef int (*UnitTestType)(void);
+
+#define RUN_UNIT_TEST(fct) printf("%80s: %d\n", #fct, fct())
+
+#endif

Start_Linux/unity/unity.h

@@ -0,0 +1,698 @@
+/* =========================================================================
+    Unity - A Test Framework for C
+    ThrowTheSwitch.org
+    Copyright (c) 2007-25 Mike Karlesky, Mark VanderVoord, & Greg Williams
+    SPDX-License-Identifier: MIT
+========================================================================= */
+
+#ifndef UNITY_FRAMEWORK_H
+#define UNITY_FRAMEWORK_H
+#define UNITY
+
+#define UNITY_VERSION_MAJOR    2
+#define UNITY_VERSION_MINOR    6
+#define UNITY_VERSION_BUILD    2
+#define UNITY_VERSION          ((UNITY_VERSION_MAJOR << 16) | (UNITY_VERSION_MINOR << 8) | UNITY_VERSION_BUILD)
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif
+
+#include "unity_internals.h"
+
+/*-------------------------------------------------------
+ * Test Setup / Teardown
+ *-------------------------------------------------------*/
+
+/* These functions are intended to be called before and after each test.
+ * If using unity directly, these will need to be provided for each test
+ * executable built. If you are using the test runner generator and/or
+ * Ceedling, these are optional. */
+void setUp(void);
+void tearDown(void);
+
+/* These functions are intended to be called at the beginning and end of an
+ * entire test suite.  suiteTearDown() is passed the number of tests that
+ * failed, and its return value becomes the exit code of main(). If using
+ * Unity directly, you're in charge of calling these if they are desired.
+ * If using Ceedling or the test runner generator, these will be called
+ * automatically if they exist. */
+void suiteSetUp(void);
+int suiteTearDown(int num_failures);
+
+/*-------------------------------------------------------
+ * Test Reset and Verify
+ *-------------------------------------------------------*/
+
+/* These functions are intended to be called before or during tests in order
+ * to support complex test loops, etc. Both are NOT built into Unity. Instead
+ * the test runner generator will create them. resetTest will run teardown and
+ * setup again, verifying any end-of-test needs between. verifyTest will only
+ * run the verification. */
+void resetTest(void);
+void verifyTest(void);
+
+/*-------------------------------------------------------
+ * Configuration Options
+ *-------------------------------------------------------
+ * All options described below should be passed as a compiler flag to all files using Unity. If you must add #defines, place them BEFORE the #include above.
+
+ * Integers/longs/pointers
+ *     - Unity attempts to automatically discover your integer sizes
+ *       - define UNITY_EXCLUDE_STDINT_H to stop attempting to look in <stdint.h>
+ *       - define UNITY_EXCLUDE_LIMITS_H to stop attempting to look in <limits.h>
+ *     - If you cannot use the automatic methods above, you can force Unity by using these options:
+ *       - define UNITY_SUPPORT_64
+ *       - set UNITY_INT_WIDTH
+ *       - set UNITY_LONG_WIDTH
+ *       - set UNITY_POINTER_WIDTH
+
+ * Floats
+ *     - define UNITY_EXCLUDE_FLOAT to disallow floating point comparisons
+ *     - define UNITY_FLOAT_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_FLOAT
+ *     - define UNITY_FLOAT_TYPE to specify doubles instead of single precision floats
+ *     - define UNITY_INCLUDE_DOUBLE to allow double floating point comparisons
+ *     - define UNITY_EXCLUDE_DOUBLE to disallow double floating point comparisons (default)
+ *     - define UNITY_DOUBLE_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_DOUBLE
+ *     - define UNITY_DOUBLE_TYPE to specify something other than double
+ *     - define UNITY_EXCLUDE_FLOAT_PRINT to trim binary size, won't print floating point values in errors
+
+ * Output
+ *     - by default, Unity prints to standard out with putchar.  define UNITY_OUTPUT_CHAR(a) with a different function if desired
+ *     - define UNITY_DIFFERENTIATE_FINAL_FAIL to print FAILED (vs. FAIL) at test end summary - for automated search for failure
+
+ * Optimization
+ *     - by default, line numbers are stored in unsigned shorts.  Define UNITY_LINE_TYPE with a different type if your files are huge
+ *     - by default, test and failure counters are unsigned shorts.  Define UNITY_COUNTER_TYPE with a different type if you want to save space or have more than 65535 Tests.
+
+ * Test Cases
+ *     - define UNITY_SUPPORT_TEST_CASES to include the TEST_CASE macro, though really it's mostly about the runner generator script
+
+ * Parameterized Tests
+ *     - you'll want to create a define of TEST_CASE(...), TEST_RANGE(...) and/or TEST_MATRIX(...) which basically evaluates to nothing
+
+ * Tests with Arguments
+ *     - you'll want to define UNITY_USE_COMMAND_LINE_ARGS if you have the test runner passing arguments to Unity
+
+ *-------------------------------------------------------
+ * Basic Fail and Ignore
+ *-------------------------------------------------------*/
+
+#define TEST_FAIL_MESSAGE(message)                                                                 UNITY_TEST_FAIL(__LINE__, (message))
+#define TEST_FAIL()                                                                                UNITY_TEST_FAIL(__LINE__, NULL)
+#define TEST_IGNORE_MESSAGE(message)                                                               UNITY_TEST_IGNORE(__LINE__, (message))
+#define TEST_IGNORE()                                                                              UNITY_TEST_IGNORE(__LINE__, NULL)
+#define TEST_MESSAGE(message)                                                                      UnityMessage((message), __LINE__)
+#define TEST_ONLY()
+#ifdef UNITY_INCLUDE_PRINT_FORMATTED
+#define TEST_PRINTF(message, ...)                                                                  UnityPrintF(__LINE__, (message), ##__VA_ARGS__)
+#endif
+
+/* It is not necessary for you to call PASS. A PASS condition is assumed if nothing fails.
+ * This method allows you to abort a test immediately with a PASS state, ignoring the remainder of the test. */
+#define TEST_PASS()                                                                                TEST_ABORT()
+#define TEST_PASS_MESSAGE(message)                                                                 do { UnityMessage((message), __LINE__); TEST_ABORT(); } while (0)
+
+/*-------------------------------------------------------
+ * Build Directives
+ *-------------------------------------------------------
+
+ * These macros do nothing, but they are useful for additional build context.
+ * Tools (like Ceedling) can scan for these directives and make use of them for 
+ * per-test-executable #include search paths and linking. */
+
+/* Add source files to a test executable's compilation and linking. Ex: TEST_SOURCE_FILE("sandwiches.c") */
+#define TEST_SOURCE_FILE(a)
+
+/* Customize #include search paths for a test executable's compilation. Ex: TEST_INCLUDE_PATH("src/module_a/inc") */
+#define TEST_INCLUDE_PATH(a)
+
+/*-------------------------------------------------------
+ * Test Asserts (simple)
+ *-------------------------------------------------------*/
+
+/* Boolean */
+#define TEST_ASSERT(condition)                                                                     UNITY_TEST_ASSERT(       (condition), __LINE__, " Expression Evaluated To FALSE")
+#define TEST_ASSERT_TRUE(condition)                                                                UNITY_TEST_ASSERT(       (condition), __LINE__, " Expected TRUE Was FALSE")
+#define TEST_ASSERT_UNLESS(condition)                                                              UNITY_TEST_ASSERT(      !(condition), __LINE__, " Expression Evaluated To TRUE")
+#define TEST_ASSERT_FALSE(condition)                                                               UNITY_TEST_ASSERT(      !(condition), __LINE__, " Expected FALSE Was TRUE")
+#define TEST_ASSERT_NULL(pointer)                                                                  UNITY_TEST_ASSERT_NULL(    (pointer), __LINE__, " Expected NULL")
+#define TEST_ASSERT_NOT_NULL(pointer)                                                              UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, " Expected Non-NULL")
+#define TEST_ASSERT_EMPTY(pointer)                                                                 UNITY_TEST_ASSERT_EMPTY(    (pointer), __LINE__, " Expected Empty")
+#define TEST_ASSERT_NOT_EMPTY(pointer)                                                             UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, " Expected Non-Empty")
+
+/* Integers (of all sizes) */
+#define TEST_ASSERT_EQUAL_INT(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT8(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT16(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT32(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT64(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT8(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT16(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT32(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT64(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_size_t(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX8(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX16(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX32(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX64(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_CHAR(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS(mask, expected, actual)                                                   UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS_HIGH(mask, actual)                                                        UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS_LOW(mask, actual)                                                         UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(0), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BIT_HIGH(bit, actual)                                                          UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BIT_LOW(bit, actual)                                                           UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(0), (actual), __LINE__, NULL)
+
+/* Integer Not Equal To (of all sizes) */
+#define TEST_ASSERT_NOT_EQUAL_INT(threshold, actual)                                               UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT8(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT16(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT32(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT64(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT8(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT16(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT32(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT64(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_size_t(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX8(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX16(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX32(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX64(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_CHAR(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+/* Integer Greater Than/ Less Than (of all sizes) */
+#define TEST_ASSERT_GREATER_THAN(threshold, actual)                                                UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT(threshold, actual)                                            UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT8(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT16(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT32(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT64(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT8(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT16(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT32(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT64(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_size_t(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX8(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX16(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX32(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX64(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_CHAR(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_LESS_THAN(threshold, actual)                                                   UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT(threshold, actual)                                               UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT8(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT16(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT32(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT64(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT8(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT16(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT32(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT64(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_size_t(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX8(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX16(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX32(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX64(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_CHAR(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_GREATER_OR_EQUAL(threshold, actual)                                            UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT(threshold, actual)                                        UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT8(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT16(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT32(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT64(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_size_t(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_LESS_OR_EQUAL(threshold, actual)                                               UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT(threshold, actual)                                           UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT8(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT16(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT32(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT64(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT8(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT16(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT32(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT64(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_size_t(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX8(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX16(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX32(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX64(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_CHAR(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+/* Integer Ranges (of all sizes) */
+#define TEST_ASSERT_INT_WITHIN(delta, expected, actual)                                            UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT8_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT16_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT32_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT64_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT8_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT16_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT32_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT64_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_size_t_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX_WITHIN(delta, expected, actual)                                            UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX8_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX16_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX32_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX64_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_CHAR_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+
+/* Integer Array Ranges (of all sizes) */
+#define TEST_ASSERT_INT_ARRAY_WITHIN(delta, expected, actual, num_elements)                        UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT8_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT16_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT32_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT64_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT8_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT16_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT32_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT64_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_size_t_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX_ARRAY_WITHIN(delta, expected, actual, num_elements)                        UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX8_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX16_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX32_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX64_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_CHAR_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+
+
+/* Structs and Strings */
+#define TEST_ASSERT_EQUAL_PTR(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING_LEN(expected, actual, len)                                        UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_MEMORY(expected, actual, len)                                            UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, NULL)
+
+/* Arrays */
+#define TEST_ASSERT_EQUAL_INT_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT8_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT16_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT32_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT64_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT8_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT16_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT32_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT64_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_size_t_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX8_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX16_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX32_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX64_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_PTR_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_MEMORY_ARRAY(expected, actual, len, num_elements)                        UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_CHAR_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+
+/* Arrays Compared To Single Value */
+#define TEST_ASSERT_EACH_EQUAL_INT(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT8(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT16(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT32(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT64(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT8(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT16(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT32(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT64(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_size_t(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX8(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX16(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX32(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX64(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_PTR(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_STRING(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_MEMORY(expected, actual, len, num_elements)                         UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_CHAR(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, NULL)
+
+/* Floating Point (If Enabled) */
+#define TEST_ASSERT_FLOAT_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_NOT_WITHIN(delta, expected, actual)                                      UNITY_TEST_ASSERT_FLOAT_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_FLOAT(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_FLOAT(expected, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_FLOAT_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_FLOAT(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_FLOAT(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_FLOAT(threshold, actual)                                             UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT(threshold, actual)                                         UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_INF(actual)                                                           UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NEG_INF(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NAN(actual)                                                           UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_DETERMINATE(actual)                                                   UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_INF(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF(actual)                                                   UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_NAN(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE(actual)                                               UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
+
+/* Double (If Enabled) */
+#define TEST_ASSERT_DOUBLE_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_NOT_WITHIN(delta, expected, actual)                                     UNITY_TEST_ASSERT_DOUBLE_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_DOUBLE(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_DOUBLE(expected, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_DOUBLE(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_DOUBLE(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_DOUBLE(threshold, actual)                                            UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE(threshold, actual)                                        UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_INF(actual)                                                          UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NEG_INF(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NAN(actual)                                                          UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_DETERMINATE(actual)                                                  UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_INF(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF(actual)                                                  UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_NAN(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE(actual)                                              UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
+
+/* Shorthand */
+#ifdef UNITY_SHORTHAND_AS_OLD
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
+#endif
+#ifdef UNITY_SHORTHAND_AS_INT
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef UNITY_SHORTHAND_AS_MEM
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef UNITY_SHORTHAND_AS_RAW
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, " Expected Equal")
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
+#endif
+#ifdef UNITY_SHORTHAND_AS_NONE
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+
+/*-------------------------------------------------------
+ * Test Asserts (with additional messages)
+ *-------------------------------------------------------*/
+
+/* Boolean */
+#define TEST_ASSERT_MESSAGE(condition, message)                                                    UNITY_TEST_ASSERT(       (condition), __LINE__, (message))
+#define TEST_ASSERT_TRUE_MESSAGE(condition, message)                                               UNITY_TEST_ASSERT(       (condition), __LINE__, (message))
+#define TEST_ASSERT_UNLESS_MESSAGE(condition, message)                                             UNITY_TEST_ASSERT(      !(condition), __LINE__, (message))
+#define TEST_ASSERT_FALSE_MESSAGE(condition, message)                                              UNITY_TEST_ASSERT(      !(condition), __LINE__, (message))
+#define TEST_ASSERT_NULL_MESSAGE(pointer, message)                                                 UNITY_TEST_ASSERT_NULL(    (pointer), __LINE__, (message))
+#define TEST_ASSERT_NOT_NULL_MESSAGE(pointer, message)                                             UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, (message))
+#define TEST_ASSERT_EMPTY_MESSAGE(pointer, message)                                                UNITY_TEST_ASSERT_EMPTY(    (pointer), __LINE__, (message))
+#define TEST_ASSERT_NOT_EMPTY_MESSAGE(pointer, message)                                            UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, (message))
+
+/* Integers (of all sizes) */
+#define TEST_ASSERT_EQUAL_INT_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT8_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT16_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT32_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT64_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT8_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT16_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT32_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT64_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_size_t_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX8_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX16_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX32_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX64_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_MESSAGE(mask, expected, actual, message)                                  UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_HIGH_MESSAGE(mask, actual, message)                                       UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_LOW_MESSAGE(mask, actual, message)                                        UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(0), (actual), __LINE__, (message))
+#define TEST_ASSERT_BIT_HIGH_MESSAGE(bit, actual, message)                                         UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
+#define TEST_ASSERT_BIT_LOW_MESSAGE(bit, actual, message)                                          UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(0), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_CHAR_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, (message))
+
+/* Integer Not Equal To (of all sizes) */
+#define TEST_ASSERT_NOT_EQUAL_INT_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT8_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT16_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT32_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT64_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_size_t_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_CHAR_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+
+/* Integer Greater Than/ Less Than (of all sizes) */
+#define TEST_ASSERT_GREATER_THAN_MESSAGE(threshold, actual, message)                               UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT8_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT16_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT32_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT64_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_size_t_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX8_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX16_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX32_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX64_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_CHAR_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_LESS_THAN_MESSAGE(threshold, actual, message)                                  UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT8_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT16_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT32_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT64_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_size_t_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_CHAR_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_GREATER_OR_EQUAL_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT8_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT16_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT32_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT64_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_size_t_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_LESS_OR_EQUAL_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_size_t_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+/* Integer Ranges (of all sizes) */
+#define TEST_ASSERT_INT_WITHIN_MESSAGE(delta, expected, actual, message)                           UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT8_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT16_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT32_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT64_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT8_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT16_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT32_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT64_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_size_t_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX_WITHIN_MESSAGE(delta, expected, actual, message)                           UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX8_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX16_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX32_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX64_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_CHAR_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, (message))
+
+/* Integer Array Ranges (of all sizes) */
+#define TEST_ASSERT_INT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)       UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_size_t_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)       UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_CHAR_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+
+
+/* Structs and Strings */
+#define TEST_ASSERT_EQUAL_PTR_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_LEN_MESSAGE(expected, actual, len, message)                       UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_MEMORY_MESSAGE(expected, actual, len, message)                           UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, (message))
+
+/* Arrays */
+#define TEST_ASSERT_EQUAL_INT_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT8_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT16_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT32_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT64_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT8_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT16_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT32_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT64_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_size_t_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX8_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX16_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX32_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX64_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_PTR_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_MEMORY_ARRAY_MESSAGE(expected, actual, len, num_elements, message)       UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_CHAR_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+
+/* Arrays Compared To Single Value*/
+#define TEST_ASSERT_EACH_EQUAL_INT_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT8_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT16_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT32_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT64_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT8_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT16_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT32_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT64_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_size_t_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX8_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX16_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX32_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX64_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_PTR_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_STRING_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_MEMORY_MESSAGE(expected, actual, len, num_elements, message)        UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_CHAR_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, (message))
+
+/* Floating Point (If Enabled) */
+#define TEST_ASSERT_FLOAT_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_FLOAT_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_FLOAT_MESSAGE(expected, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_FLOAT_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_FLOAT_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_FLOAT_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_FLOAT_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_INF_MESSAGE(actual, message)                                          UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NEG_INF_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NAN_MESSAGE(actual, message)                                          UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_DETERMINATE_MESSAGE(actual, message)                                  UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_INF_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF_MESSAGE(actual, message)                                  UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_NAN_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE_MESSAGE(actual, message)                              UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, (message))
+
+/* Double (If Enabled) */
+#define TEST_ASSERT_DOUBLE_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_DOUBLE_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_DOUBLE_MESSAGE(expected, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_DOUBLE_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_DOUBLE_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_DOUBLE_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_INF_MESSAGE(actual, message)                                         UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NEG_INF_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NAN_MESSAGE(actual, message)                                         UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_DETERMINATE_MESSAGE(actual, message)                                 UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_INF_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF_MESSAGE(actual, message)                                 UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_NAN_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE_MESSAGE(actual, message)                             UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, (message))
+
+/* Shorthand */
+#ifdef UNITY_SHORTHAND_AS_OLD
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, (message))
+#endif
+#ifdef UNITY_SHORTHAND_AS_INT
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef  UNITY_SHORTHAND_AS_MEM
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef  UNITY_SHORTHAND_AS_RAW
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, message)
+#endif
+#ifdef UNITY_SHORTHAND_AS_NONE
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+
+/* end of UNITY_FRAMEWORK_H */
+#ifdef __cplusplus
+}
+#endif
+#endif

Start_Mac/.gitignore

@@ -0,0 +1,2 @@
+mnist
+runTests

Start_Mac/imageInput.c

@@ -0,0 +1,22 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include "imageInput.h"
+
+#define BUFFER_SIZE 100
+#define FILE_HEADER_STRING "__info2_image_file_format__"
+
+// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
+
+// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
+GrayScaleImageSeries *readImages(const char *path)
+{
+    GrayScaleImageSeries *series = NULL;
+    
+    return series;
+}
+
+// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
+void clearSeries(GrayScaleImageSeries *series)
+{
+}

Start_Mac/imageInput.h

@@ -0,0 +1,23 @@
+#ifndef IMAGEINPUT_H
+#define IMAGEINPUT_H
+
+typedef unsigned char GrayScalePixelType;
+
+typedef struct
+{
+    GrayScalePixelType *buffer;
+    unsigned int width;
+    unsigned int height;
+} GrayScaleImage;
+
+typedef struct
+{
+    GrayScaleImage *images;
+    unsigned char *labels;
+    unsigned int count;
+} GrayScaleImageSeries;
+
+GrayScaleImageSeries *readImages(const char *path);
+void clearSeries(GrayScaleImageSeries *series);
+
+#endif

Start_Mac/imageInputTests.c

@@ -0,0 +1,143 @@
+
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "unity.h"
+#include "imageInput.h"
+
+
+static void prepareImageFile(const char *path, unsigned short int width, unsigned short int height, unsigned int short numberOfImages, unsigned char label)
+{
+    FILE *file = fopen(path, "wb");
+
+    if(file != NULL)
+    {
+        const char *fileTag = "__info2_image_file_format__";
+        GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
+
+        if(zeroBuffer != NULL)
+        {
+            fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
+            fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
+            fwrite(&width, sizeof(width), 1, file);
+            fwrite(&height, sizeof(height), 1, file);
+
+            for(int i = 0; i < numberOfImages; i++)
+            {
+                fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
+                fwrite(&label, sizeof(unsigned char), 1, file);
+            }
+
+            free(zeroBuffer);
+        }
+
+        fclose(file);
+    }
+}
+
+
+void test_readImagesReturnsCorrectNumberOfImages(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedNumberOfImages = 2;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, 8, expectedNumberOfImages, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_EQUAL_UINT16(expectedNumberOfImages, series->count);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectImageWidth(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedWidth = 10;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, expectedWidth, 2, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->images);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[0].width);
+    TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[1].width);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectImageHeight(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedHeight = 10;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, expectedHeight, 8, 2, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->images);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[0].height);
+    TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[1].height);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectLabels(void)
+{
+    const unsigned char expectedLabel = 15;
+
+    GrayScaleImageSeries *series = NULL;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, 8, 2, expectedLabel);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->labels);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    for (int i = 0; i < 2; i++) {
+        TEST_ASSERT_EQUAL_UINT8(expectedLabel, series->labels[i]);
+    }
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsNullOnNotExistingPath(void)
+{
+    const char *path = "testFile.txt";
+    remove(path);
+    TEST_ASSERT_NULL(readImages(path));
+}
+
+void test_readImagesFailsOnWrongFileTag(void)
+{
+    const char *path = "testFile.info2";
+    FILE *file = fopen(path, "w");
+    if(file != NULL)
+    {
+        fprintf(file, "some_tag                  ");
+        fclose(file);
+        TEST_ASSERT_NULL(readImages(path));
+    }
+    remove(path);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+    
+    printf("\n============================\nImage input tests\n============================\n");
+    RUN_TEST(test_readImagesReturnsCorrectNumberOfImages);
+    RUN_TEST(test_readImagesReturnsCorrectImageWidth);
+    RUN_TEST(test_readImagesReturnsCorrectImageHeight);
+    RUN_TEST(test_readImagesReturnsCorrectLabels);
+    RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
+    RUN_TEST(test_readImagesFailsOnWrongFileTag);
+
+    return UNITY_END();
+}

Start_Mac/main.c

@@ -0,0 +1,68 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include "imageInput.h"
+#include "mnistVisualization.h"
+#include "neuralNetwork.h"
+
+int main(int argc, char *argv[])
+{
+    const unsigned int windowWidth = 800;
+    const unsigned int windowHeight = 600;
+
+    int exitCode = EXIT_FAILURE;
+
+    if(argc == 3)
+    {
+        const char *pathToMnist = argv[1];
+        const char *pathToModel = argv[2];
+        GrayScaleImageSeries *series = readImages(pathToMnist);
+
+        if(series != NULL)
+        {
+            NeuralNetwork model = {NULL, 0};
+            printf("Loaded %u images ... \n", series->count);
+
+            model = loadModel(pathToModel);
+
+            if(model.numberOfLayers > 0)
+            {
+                unsigned char *predictions = NULL;
+                
+                printf("Processing %u images ...\n", series->count);
+
+                predictions = predict(model, series->images, series->count);
+
+                if(predictions != NULL)
+                {
+                    showMnist(windowWidth, windowHeight, series, predictions);
+                    free(predictions);
+                    exitCode = EXIT_SUCCESS;
+                }
+                else
+                {
+                    fprintf(stderr, "Error while processing images ...\n");
+                    exitCode = EXIT_FAILURE;
+                }
+                clearModel(&model);
+            }
+            else
+            {
+                fprintf(stderr, "Error while loading model from %s ...\n", pathToModel);
+                exitCode = EXIT_FAILURE;
+            }
+        }
+        else
+        {
+            fprintf(stderr, "Error while reading images from %s ...\n", pathToMnist);
+            exitCode = EXIT_FAILURE;
+        }
+        clearSeries(series);
+    }
+    else
+    {
+        fprintf(stderr, "Usage: %s <mnist file> <model file>\n", argv[0]);
+        exitCode = EXIT_FAILURE;
+    }
+
+    return exitCode;
+}

Start_Mac/makefile

@@ -0,0 +1,51 @@
+CC = gcc
+CFLAGS = -g -Wall 
+LDFLAGS = -framework OpenGL -framework CoreFoundation -framework CoreGraphics -framework IOKit -framework Cocoa -framework CoreVideo
+ARCH := $(shell uname -m)
+BINARIES = ./macos-$(ARCH)
+
+raylib_folder = ./raylib
+unityfolder = ./unity
+
+# --------------------------
+# Initiales Programm bauen (zum ausprobieren)
+# --------------------------
+mnist_initial: $(BINARIES)/libmnist_complete.a
+	$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
+
+# --------------------------
+# Selbst implementiertes Programm bauen
+# --------------------------
+mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
+	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o $(BINARIES)/libraylib.a ${LDFLAGS}
+
+main.o: main.c
+	$(CC) -c $(CFLAGS) main.c
+
+matrix.o: matrix.c
+	$(CC) -c $(CFLAGS) matrix.c
+
+neuralNetwork.o: neuralNetwork.c
+	$(CC) -c $(CFLAGS) neuralNetwork.c
+
+imageInput.o: imageInput.c
+	$(CC) -c $(CFLAGS) imageInput.c
+
+# --------------------------
+# Unit Tests
+# --------------------------
+matrixTests: matrix.o matrixTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
+
+neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
+
+imageInputTests: imageInput.o imageInputTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a
+
+# --------------------------
+# Clean
+# --------------------------
+clean:
+	rm -f *.o mnist runMatrixTests runNeuralNetworkTests runImageInputTests
+

Start_Mac/matrix.c

@@ -0,0 +1,35 @@
+#include <stdlib.h>
+#include <string.h>
+#include "matrix.h"
+
+// TODO Matrix-Funktionen implementieren
+
+Matrix createMatrix(unsigned int rows, unsigned int cols)
+{
+    
+}
+
+void clearMatrix(Matrix *matrix)
+{
+    
+}
+
+void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
+{
+    
+}
+
+MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
+{
+    
+}
+
+Matrix add(const Matrix matrix1, const Matrix matrix2)
+{
+    
+}
+
+Matrix multiply(const Matrix matrix1, const Matrix matrix2)
+{
+    
+}

Start_Mac/matrix.h

@@ -0,0 +1,19 @@
+#ifndef MATRIX_H
+#define MATRIX_H
+
+#define UNDEFINED_MATRIX_VALUE 0
+
+typedef float MatrixType;
+
+// TODO Matrixtyp definieren
+
+
+Matrix createMatrix(unsigned int rows, unsigned int cols);
+void clearMatrix(Matrix *matrix);
+void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
+MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
+Matrix add(const Matrix matrix1, const Matrix matrix2);
+Matrix multiply(const Matrix matrix1, const Matrix matrix2);
+
+
+#endif

Start_Mac/matrixTests.c

@@ -0,0 +1,170 @@
+
+#include <stdio.h>
+#include <stdlib.h>
+#include "matrix.h"
+#include "unity.h"
+
+
+void test_createMatrixFailsOnZeroDimensions(void)
+{
+    Matrix matrixToTest1 = createMatrix(0, 1);
+    Matrix matrixToTest2 = createMatrix(1, 0);
+    TEST_ASSERT_NULL(matrixToTest1.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.cols);
+    TEST_ASSERT_NULL(matrixToTest2.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.cols);
+}
+
+void test_createMatrixReturnsCorrectMatrixDimensions(void)
+{
+    const unsigned int expectedRows = 15;
+    const unsigned int expectedCols = 10;
+    
+    Matrix matrixToTest = createMatrix(expectedRows, expectedCols);
+    TEST_ASSERT_EQUAL_UINT32(expectedRows, matrixToTest.rows);
+    TEST_ASSERT_EQUAL_UINT32(expectedCols, matrixToTest.cols);
+    free(matrixToTest.buffer);
+}
+
+void test_clearMatrixSetsMembersToNull(void)
+{
+    Matrix matrixToTest = createMatrix(10, 10);
+    clearMatrix(&matrixToTest);
+    TEST_ASSERT_NULL(matrixToTest.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
+}
+
+void test_addReturnsCorrectResult(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
+
+    Matrix result = add(matrix1, matrix2);
+
+    float expectedResults[] = {8, 10, 12, 14, 16, 18};
+
+    TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result.cols);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
+    TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
+    free(result.buffer);
+}
+
+void test_addFailsOnDifferentInputDimensions(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=3, .cols=2, .buffer=buffer2};
+    
+    Matrix result = add(matrix1, matrix2);
+
+    TEST_ASSERT_NULL(result.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, result.cols);
+}
+
+void test_multiplyReturnsCorrectResults(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=3, .cols=4, .buffer=buffer2};
+    
+    Matrix result = multiply(matrix1, matrix2);
+
+    float expectedResults[] = {74, 80, 86, 92, 173, 188, 203, 218};
+
+    TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
+    TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
+
+    free(result.buffer);
+}
+
+void test_multiplyFailsOnWrongInputDimensions(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
+
+    Matrix result = multiply(matrix1, matrix2);
+
+    TEST_ASSERT_NULL(result.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, result.cols);
+}
+
+void test_getMatrixAtReturnsCorrectResult(void)
+{
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+    int expectedResult = buffer[4];
+
+    TEST_ASSERT_EQUAL_INT(expectedResult, getMatrixAt(matrixToTest, 1, 1));
+}
+
+void test_getMatrixAtFailsOnIndicesOutOfRange(void)
+{
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    TEST_ASSERT_EQUAL_INT(UNDEFINED_MATRIX_VALUE, getMatrixAt(matrixToTest, 2, 3));
+}
+
+void test_setMatrixAtSetsCorrectValue(void)
+{
+    const int expectedResult = -1;
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix matrixUnderTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    setMatrixAt(expectedResult, matrixUnderTest, 1, 2);
+    TEST_ASSERT_EQUAL_INT(expectedResult, buffer[5]);
+}
+
+void test_setMatrixAtFailsOnIndicesOutOfRange(void)
+{
+    const float expectedResults[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    setMatrixAt(-1, matrixToTest, 2, 3);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+
+    printf("============================\nMatrix tests\n============================\n");
+    RUN_TEST(test_createMatrixReturnsCorrectMatrixDimensions);
+    RUN_TEST(test_createMatrixFailsOnZeroDimensions);
+    RUN_TEST(test_clearMatrixSetsMembersToNull);
+    RUN_TEST(test_addReturnsCorrectResult);
+    RUN_TEST(test_addFailsOnDifferentInputDimensions);
+    RUN_TEST(test_multiplyReturnsCorrectResults);
+    RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
+    RUN_TEST(test_getMatrixAtReturnsCorrectResult);
+    RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
+    RUN_TEST(test_setMatrixAtSetsCorrectValue);
+    RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
+
+    return UNITY_END();
+}

Start_Mac/mnistVisualization.c

@@ -0,0 +1,173 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "mnistVisualization.h"
+#include "raylib.h"
+
+#define MAX_TEXT_LEN 100
+
+typedef struct
+{
+    Vector2 position;
+    const GrayScaleImageSeries *series;
+    const unsigned char *predictions;
+    unsigned int currentIdx;
+    Vector2 pixelSize;
+} MnistVisualization;
+
+typedef struct
+{
+    char text[MAX_TEXT_LEN];
+    Vector2 position;
+    unsigned int fontSize;
+    Color color;
+} TextLabel;
+
+static TextLabel *createTextLabel(const char *text, unsigned int fontSize, Color color)
+{
+    TextLabel *label = NULL;
+
+    if(text != NULL)
+    {
+        label = (TextLabel *)malloc(sizeof(TextLabel));
+
+        if(label != NULL)
+        {
+            strncpy(label->text, text, MAX_TEXT_LEN);
+            label->text[MAX_TEXT_LEN-1] = '\0';
+            label->position.x = 0;
+            label->position.y = 0;
+            label->fontSize = fontSize;
+            label->color = color;
+        }
+    }
+
+    return label;
+}
+
+static MnistVisualization *createVisualizationContainer(const GrayScaleImageSeries *series, const unsigned char predictions[], Vector2 size)
+{
+    MnistVisualization *container = NULL;
+    
+    if(size.x > 0 && size.y > 0 && series != NULL && series->images != NULL && series->count > 0 && predictions != NULL)
+    {
+        container = (MnistVisualization *)calloc(1, sizeof(MnistVisualization));
+
+        if(container != NULL)
+        {
+            Vector2 pixelSize = {(int)(size.x / series->images[0].width), (int)(size.y / series->images[0].height)};
+            container->pixelSize = pixelSize;
+            container->series = series;
+            container->predictions = predictions;
+        }
+    }
+
+    return container;
+}
+
+static void drawTextLabel(const TextLabel *label)
+{
+    DrawText(label->text, label->position.x, label->position.y, label->fontSize, label->color);
+}
+
+static void drawDigit(const GrayScaleImage image, Vector2 position, Vector2 pixelSize)
+{
+    float xOffset = 0;
+    float yOffset = position.y - pixelSize.y;
+    Color color = {0};
+    color.a = 255;
+
+    for(int i = 0; i < image.width * image.height; i++)
+    {
+        if(i % image.width == 0)
+        {
+            xOffset = position.x;
+            yOffset += pixelSize.y;
+        }
+
+        color.r = image.buffer[i];
+        color.b = image.buffer[i];
+        color.g = image.buffer[i];
+
+        DrawRectangle(xOffset, yOffset, pixelSize.x, pixelSize.y, color);
+        xOffset += pixelSize.x;
+    }
+}
+
+static void drawAll(const MnistVisualization *container, const TextLabel *navigationLabel, const TextLabel *predictionLabel)
+{
+    BeginDrawing();
+    ClearBackground(BLACK);
+    
+    drawDigit(container->series->images[container->currentIdx], container->position, container->pixelSize);
+    drawTextLabel(navigationLabel);
+    drawTextLabel(predictionLabel);
+        
+    EndDrawing();
+}
+
+static int checkUserInput()
+{
+    int inputResult = 0;
+
+    if(IsKeyReleased(KEY_LEFT))
+        inputResult = -1;
+    else if(IsKeyReleased(KEY_RIGHT))
+        inputResult = 1;
+    
+    return inputResult;
+}
+
+static void updateDisplayContainer(MnistVisualization *container, int updateDirection)
+{
+    int newIndex = (int)container->currentIdx + updateDirection;
+
+    if(newIndex < 0)
+        newIndex = 0;
+    else if(newIndex >= container->series->count)
+        newIndex = container->series->count - 1;
+
+    container->currentIdx = newIndex;
+}
+
+static void updatePredictionLabel(TextLabel *predictionLabel, unsigned char trueLabel, unsigned char predictedLabel)
+{
+    snprintf(predictionLabel->text, MAX_TEXT_LEN, "True label:        %u\nPredicted label:  %u", trueLabel, predictedLabel);
+}
+
+static void update(MnistVisualization *container, TextLabel *predictionLabel, int updateDirection)
+{
+    updateDisplayContainer(container, updateDirection);
+    updatePredictionLabel(predictionLabel, container->series->labels[container->currentIdx], container->predictions[container->currentIdx]);
+}
+
+void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[])
+{
+    const Vector2 windowSize = {windowWidth, windowHeight};
+
+    MnistVisualization *container = createVisualizationContainer(series, predictions, windowSize);
+    TextLabel *navigationLabel = createTextLabel("Use left and right key to navigate ...", 20, WHITE);
+    TextLabel *predictionLabel = createTextLabel("", 20, WHITE);
+    predictionLabel->position.x = 10;
+    predictionLabel->position.y = windowSize.y - 50;
+
+    if(container != NULL && navigationLabel != NULL && predictionLabel != NULL)
+    {
+        InitWindow(windowSize.x, windowSize.y, "MNIST Browser");
+
+        SetTargetFPS(60);
+
+        while (!WindowShouldClose())
+        {
+            int updateDirection = checkUserInput();
+            update(container, predictionLabel, updateDirection);
+            drawAll(container, navigationLabel, predictionLabel);
+        }
+    }
+
+    CloseWindow();
+
+    free(container);
+    free(navigationLabel);
+    free(predictionLabel);
+}

Start_Mac/mnistVisualization.h

@@ -0,0 +1,8 @@
+#ifndef MNISTVISUALIZATION_H
+#define MNISTVISUALIZATION_H
+
+#include "imageInput.h"
+
+void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[]);
+
+#endif

Start_Mac/neuralNetwork.c

@@ -0,0 +1,268 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <string.h>
+#include "neuralNetwork.h"
+
+#define BUFFER_SIZE 100
+#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
+
+static void softmax(Matrix *matrix)
+{
+    if(matrix->cols > 0)
+    {
+        double *colSums = (double *)calloc(matrix->cols, sizeof(double));
+
+        if(colSums != NULL)
+        {
+            for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
+            {
+                for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
+                {
+                    MatrixType expValue = exp(getMatrixAt(*matrix, rowIdx, colIdx));
+                    setMatrixAt(expValue, *matrix, rowIdx, colIdx);
+                    colSums[colIdx] += expValue;
+                }
+            }
+
+            for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
+            {
+                for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
+                {
+                    MatrixType normalizedValue = getMatrixAt(*matrix, rowIdx, colIdx) / colSums[colIdx];
+                    setMatrixAt(normalizedValue, *matrix, rowIdx, colIdx);
+                }
+            }
+            free(colSums);
+        }
+    }
+}
+
+static void relu(Matrix *matrix)
+{
+    for(int i = 0; i < matrix->rows * matrix->cols; i++)
+    {
+        matrix->buffer[i] = matrix->buffer[i] >= 0 ? matrix->buffer[i] : 0;
+    }
+}
+
+static int checkFileHeader(FILE *file)
+{
+    int isValid = 0;
+    int fileHeaderLen = strlen(FILE_HEADER_STRING);
+    char buffer[BUFFER_SIZE] = {0};
+
+    if(BUFFER_SIZE-1 < fileHeaderLen)
+        fileHeaderLen = BUFFER_SIZE-1;
+
+    if(fread(buffer, sizeof(char), fileHeaderLen, file) == fileHeaderLen)
+        isValid = strcmp(buffer, FILE_HEADER_STRING) == 0;
+
+    return isValid;
+}
+
+static unsigned int readDimension(FILE *file)
+{
+    int dimension = 0;
+
+    if(fread(&dimension, sizeof(int), 1, file) != 1)
+        dimension = 0;
+    
+    return dimension;
+}
+
+static Matrix readMatrix(FILE *file, unsigned int rows, unsigned int cols)
+{
+    Matrix matrix = createMatrix(rows, cols);
+    
+    if(matrix.buffer != NULL)
+    {
+        if(fread(matrix.buffer, sizeof(MatrixType), rows*cols, file) != rows*cols)
+            clearMatrix(&matrix);
+    }
+
+    return matrix;
+}
+
+static Layer readLayer(FILE *file, unsigned int inputDimension, unsigned int outputDimension)
+{
+    Layer layer;
+    layer.weights = readMatrix(file, outputDimension, inputDimension);
+    layer.biases = readMatrix(file, outputDimension, 1);
+
+    return layer;
+}
+
+static int isEmptyLayer(const Layer layer)
+{
+    return layer.biases.cols == 0 || layer.biases.rows == 0 || layer.biases.buffer == NULL || layer.weights.rows == 0 || layer.weights.cols == 0 || layer.weights.buffer == NULL;
+}
+
+static void clearLayer(Layer *layer)
+{
+    if(layer != NULL)
+    {
+        clearMatrix(&layer->weights);
+        clearMatrix(&layer->biases);
+        layer->activation = NULL;
+    }
+}
+
+static void assignActivations(NeuralNetwork model)
+{
+    for(int i = 0; i < (int)model.numberOfLayers-1; i++)
+    {
+        model.layers[i].activation = relu;
+    }
+
+    if(model.numberOfLayers > 0)
+        model.layers[model.numberOfLayers-1].activation = softmax;
+}
+
+NeuralNetwork loadModel(const char *path)
+{
+    NeuralNetwork model = {NULL, 0};
+    FILE *file = fopen(path, "rb");
+
+    if(file != NULL)
+    {
+        if(checkFileHeader(file))
+        {
+            unsigned int inputDimension = readDimension(file); 
+            unsigned int outputDimension = readDimension(file);
+
+            while(inputDimension > 0 && outputDimension > 0)
+            {
+                Layer layer = readLayer(file, inputDimension, outputDimension);
+                Layer *layerBuffer = NULL;
+
+                if(isEmptyLayer(layer))
+                {
+                    clearLayer(&layer);
+                    clearModel(&model);
+                    break;
+                }
+                
+                layerBuffer = (Layer *)realloc(model.layers, (model.numberOfLayers + 1) * sizeof(Layer));
+
+                if(layerBuffer != NULL)
+                    model.layers = layerBuffer;
+                else
+                {
+                    clearModel(&model);
+                    break;
+                }
+
+                model.layers[model.numberOfLayers] = layer;
+                model.numberOfLayers++;
+
+                inputDimension = outputDimension;
+                outputDimension = readDimension(file);
+            }
+        }
+        fclose(file);
+
+        assignActivations(model);
+    }
+
+    return model;
+}
+
+static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
+{
+    Matrix matrix = {NULL, 0, 0};
+
+    if(count > 0 && images != NULL)
+    {
+        matrix = createMatrix(images[0].height * images[0].width, count);
+
+        if(matrix.buffer != NULL)
+        {
+            for(int i = 0; i < count; i++)
+            {
+                for(int j = 0; j < images[i].width * images[i].height; j++)
+                {
+                    setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
+                }
+            }
+        }
+    }
+
+    return matrix;
+}
+
+static Matrix forward(const NeuralNetwork model, Matrix inputBatch)
+{
+    Matrix result = inputBatch;
+
+    if(result.buffer != NULL)
+    {
+        for(int i = 0; i < model.numberOfLayers; i++)
+        {
+            Matrix biasResult;
+            Matrix weightResult;
+            
+            weightResult = multiply(model.layers[i].weights, result);
+            clearMatrix(&result);
+            biasResult = add(model.layers[i].biases, weightResult);
+            clearMatrix(&weightResult);
+
+            if(model.layers[i].activation != NULL)
+                model.layers[i].activation(&biasResult);
+            result = biasResult;
+        }
+    }
+
+    return result;
+}
+
+unsigned char *argmax(const Matrix matrix)
+{
+    unsigned char *maxIdx = NULL;
+
+    if(matrix.rows > 0 && matrix.cols > 0)
+    {
+        maxIdx = (unsigned char *)malloc(sizeof(unsigned char) * matrix.cols);
+
+        if(maxIdx != NULL)
+        {
+            for(int colIdx = 0; colIdx < matrix.cols; colIdx++)
+            {
+                maxIdx[colIdx] = 0;
+
+                for(int rowIdx = 1; rowIdx < matrix.rows; rowIdx++)
+                {
+                    if(getMatrixAt(matrix, rowIdx, colIdx) > getMatrixAt(matrix, maxIdx[colIdx], colIdx))
+                        maxIdx[colIdx] = rowIdx;
+                }
+            }
+        }
+    }
+
+    return maxIdx;
+}
+
+unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages)
+{
+    Matrix inputBatch = imageBatchToMatrixOfImageVectors(images, numberOfImages);
+    Matrix outputBatch = forward(model, inputBatch);
+
+    unsigned char *result = argmax(outputBatch);
+    
+    clearMatrix(&outputBatch);
+    
+    return result;
+}
+
+void clearModel(NeuralNetwork *model)
+{
+    if(model != NULL)
+    {
+        for(int i = 0; i < model->numberOfLayers; i++)
+        {
+            clearLayer(&model->layers[i]);
+        }
+        model->layers = NULL;
+        model->numberOfLayers = 0;
+    }
+}

Start_Mac/neuralNetwork.h

@@ -0,0 +1,26 @@
+#ifndef NEURALNETWORK_H
+#define NEURALNETWORK_H
+
+#include "imageInput.h"
+#include "matrix.h"
+
+typedef void (*ActivationFunctionType)(Matrix *X);
+
+typedef struct
+{
+    Matrix weights;
+    Matrix biases;
+    ActivationFunctionType activation;
+} Layer;
+
+typedef struct
+{
+    Layer *layers;
+    unsigned int numberOfLayers;
+} NeuralNetwork;
+
+NeuralNetwork loadModel(const char *path);
+unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
+void clearModel(NeuralNetwork *model);
+
+#endif

Start_Mac/neuralNetworkTests.c

@@ -0,0 +1,242 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <math.h>
+#include "unity.h"
+#include "neuralNetwork.h"
+
+
+static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
+{
+    // TODO
+}
+
+void test_loadModelReturnsCorrectNumberOfLayers(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights1 = {.buffer=buffer1, .rows=3, .cols=2};
+    Matrix weights2 = {.buffer=buffer2, .rows=2, .cols=3};
+    MatrixType buffer3[] = {1, 2, 3};
+    MatrixType buffer4[] = {1, 2};
+    Matrix biases1 = {.buffer=buffer3, .rows=3, .cols=1};
+    Matrix biases2 = {.buffer=buffer4, .rows=2, .cols=1};
+    Layer layers[] = {{.weights=weights1, .biases=biases1}, {.weights=weights2, .biases=biases2}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=2};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_EQUAL_INT(expectedNet.numberOfLayers, netUnderTest.numberOfLayers);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectWeightDimensions(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectBiasDimensions(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.rows, netUnderTest.layers[0].biases.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.cols, netUnderTest.layers[0].biases.cols);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectWeights(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    int n = netUnderTest.layers[0].weights.rows * netUnderTest.layers[0].weights.cols;
+    TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].weights.buffer, netUnderTest.layers[0].weights.buffer, n);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectBiases(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    int n = netUnderTest.layers[0].biases.rows * netUnderTest.layers[0].biases.cols;
+    TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].biases.buffer, netUnderTest.layers[0].biases.buffer, n);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelFailsOnWrongFileTag(void)
+{
+    const char *path = "some_nn_test_file.info2";
+    NeuralNetwork netUnderTest;
+    FILE *file = fopen(path, "wb");
+
+    if(file != NULL)
+    {
+        const char *fileTag = "info2_neural_network_file_format";
+
+        fwrite(fileTag, sizeof(char), strlen(fileTag), file);
+
+        fclose(file);
+    }
+
+    netUnderTest = loadModel(path);
+
+    remove(path);
+
+    TEST_ASSERT_NULL(netUnderTest.layers);
+    TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
+}
+
+void test_clearModelSetsMembersToNull(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_NOT_NULL(netUnderTest.layers);
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    clearModel(&netUnderTest);
+    TEST_ASSERT_NULL(netUnderTest.layers);
+    TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
+}
+
+static void someActivation(Matrix *matrix)
+{
+    for(int i = 0; i < matrix->rows * matrix->cols; i++)
+    {
+        matrix->buffer[i] = fabs(matrix->buffer[i]);
+    }
+}
+
+void test_predictReturnsCorrectLabels(void)
+{
+    const unsigned char expectedLabels[] = {4, 2};
+    GrayScalePixelType imageBuffer1[] = {10, 30, 25, 17};
+    GrayScalePixelType imageBuffer2[] = {20, 40, 10, 128};
+    GrayScaleImage inputImages[] = {{.buffer=imageBuffer1, .width=2, .height=2}, {.buffer=imageBuffer2, .width=2, .height=2}};
+    MatrixType weightsBuffer1[] = {1, -2, 3, -4, 5, -6, 7, -8};
+    MatrixType weightsBuffer2[] = {-9, 10, 11, 12, 13, 14};
+    MatrixType weightsBuffer3[] = {-15, 16, 17, 18, -19, 20, 21, 22, 23, -24, 25, 26, 27, -28, -29};
+    Matrix weights1 = {.buffer=weightsBuffer1, .rows=2, .cols=4};
+    Matrix weights2 = {.buffer=weightsBuffer2, .rows=3, .cols=2};
+    Matrix weights3 = {.buffer=weightsBuffer3, .rows=5, .cols=3};
+    MatrixType biasBuffer1[] = {200, 0};
+    MatrixType biasBuffer2[] = {0, -100, 0};
+    MatrixType biasBuffer3[] = {0, -1000, 0, 2000, 0};
+    Matrix biases1 = {.buffer=biasBuffer1, .rows=2, .cols=1};
+    Matrix biases2 = {.buffer=biasBuffer2, .rows=3, .cols=1};
+    Matrix biases3 = {.buffer=biasBuffer3, .rows=5, .cols=1};
+    Layer layers[] = {{.weights=weights1, .biases=biases1, .activation=someActivation}, \
+                      {.weights=weights2, .biases=biases2, .activation=someActivation}, \
+                      {.weights=weights3, .biases=biases3, .activation=someActivation}};
+    NeuralNetwork netUnderTest = {.layers=layers, .numberOfLayers=3};
+    unsigned char *predictedLabels = predict(netUnderTest, inputImages, 2);
+    TEST_ASSERT_NOT_NULL(predictedLabels);
+    int n = (int)(sizeof(expectedLabels) / sizeof(expectedLabels[0]));
+    TEST_ASSERT_EQUAL_UINT8_ARRAY(expectedLabels, predictedLabels, n);
+    free(predictedLabels);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+
+    printf("\n============================\nNeural network tests\n============================\n");
+    RUN_TEST(test_loadModelReturnsCorrectNumberOfLayers);
+    RUN_TEST(test_loadModelReturnsCorrectWeightDimensions);
+    RUN_TEST(test_loadModelReturnsCorrectBiasDimensions);
+    RUN_TEST(test_loadModelReturnsCorrectWeights);
+    RUN_TEST(test_loadModelReturnsCorrectBiases);
+    RUN_TEST(test_loadModelFailsOnWrongFileTag);
+    RUN_TEST(test_clearModelSetsMembersToNull);
+    RUN_TEST(test_predictReturnsCorrectLabels);
+
+    return UNITY_END();
+}

Start_Mac/unittests.h

@@ -0,0 +1,10 @@
+#ifndef UNITTTESTS_H
+#define UNITTTESTS_H
+
+#include <stdio.h>
+
+typedef int (*UnitTestType)(void);
+
+#define RUN_UNIT_TEST(fct) printf("%80s: %d\n", #fct, fct())
+
+#endif

Start_Mac/unity/unity.h

@@ -0,0 +1,698 @@
+/* =========================================================================
+    Unity - A Test Framework for C
+    ThrowTheSwitch.org
+    Copyright (c) 2007-25 Mike Karlesky, Mark VanderVoord, & Greg Williams
+    SPDX-License-Identifier: MIT
+========================================================================= */
+
+#ifndef UNITY_FRAMEWORK_H
+#define UNITY_FRAMEWORK_H
+#define UNITY
+
+#define UNITY_VERSION_MAJOR    2
+#define UNITY_VERSION_MINOR    6
+#define UNITY_VERSION_BUILD    2
+#define UNITY_VERSION          ((UNITY_VERSION_MAJOR << 16) | (UNITY_VERSION_MINOR << 8) | UNITY_VERSION_BUILD)
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif
+
+#include "unity_internals.h"
+
+/*-------------------------------------------------------
+ * Test Setup / Teardown
+ *-------------------------------------------------------*/
+
+/* These functions are intended to be called before and after each test.
+ * If using unity directly, these will need to be provided for each test
+ * executable built. If you are using the test runner generator and/or
+ * Ceedling, these are optional. */
+void setUp(void);
+void tearDown(void);
+
+/* These functions are intended to be called at the beginning and end of an
+ * entire test suite.  suiteTearDown() is passed the number of tests that
+ * failed, and its return value becomes the exit code of main(). If using
+ * Unity directly, you're in charge of calling these if they are desired.
+ * If using Ceedling or the test runner generator, these will be called
+ * automatically if they exist. */
+void suiteSetUp(void);
+int suiteTearDown(int num_failures);
+
+/*-------------------------------------------------------
+ * Test Reset and Verify
+ *-------------------------------------------------------*/
+
+/* These functions are intended to be called before or during tests in order
+ * to support complex test loops, etc. Both are NOT built into Unity. Instead
+ * the test runner generator will create them. resetTest will run teardown and
+ * setup again, verifying any end-of-test needs between. verifyTest will only
+ * run the verification. */
+void resetTest(void);
+void verifyTest(void);
+
+/*-------------------------------------------------------
+ * Configuration Options
+ *-------------------------------------------------------
+ * All options described below should be passed as a compiler flag to all files using Unity. If you must add #defines, place them BEFORE the #include above.
+
+ * Integers/longs/pointers
+ *     - Unity attempts to automatically discover your integer sizes
+ *       - define UNITY_EXCLUDE_STDINT_H to stop attempting to look in <stdint.h>
+ *       - define UNITY_EXCLUDE_LIMITS_H to stop attempting to look in <limits.h>
+ *     - If you cannot use the automatic methods above, you can force Unity by using these options:
+ *       - define UNITY_SUPPORT_64
+ *       - set UNITY_INT_WIDTH
+ *       - set UNITY_LONG_WIDTH
+ *       - set UNITY_POINTER_WIDTH
+
+ * Floats
+ *     - define UNITY_EXCLUDE_FLOAT to disallow floating point comparisons
+ *     - define UNITY_FLOAT_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_FLOAT
+ *     - define UNITY_FLOAT_TYPE to specify doubles instead of single precision floats
+ *     - define UNITY_INCLUDE_DOUBLE to allow double floating point comparisons
+ *     - define UNITY_EXCLUDE_DOUBLE to disallow double floating point comparisons (default)
+ *     - define UNITY_DOUBLE_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_DOUBLE
+ *     - define UNITY_DOUBLE_TYPE to specify something other than double
+ *     - define UNITY_EXCLUDE_FLOAT_PRINT to trim binary size, won't print floating point values in errors
+
+ * Output
+ *     - by default, Unity prints to standard out with putchar.  define UNITY_OUTPUT_CHAR(a) with a different function if desired
+ *     - define UNITY_DIFFERENTIATE_FINAL_FAIL to print FAILED (vs. FAIL) at test end summary - for automated search for failure
+
+ * Optimization
+ *     - by default, line numbers are stored in unsigned shorts.  Define UNITY_LINE_TYPE with a different type if your files are huge
+ *     - by default, test and failure counters are unsigned shorts.  Define UNITY_COUNTER_TYPE with a different type if you want to save space or have more than 65535 Tests.
+
+ * Test Cases
+ *     - define UNITY_SUPPORT_TEST_CASES to include the TEST_CASE macro, though really it's mostly about the runner generator script
+
+ * Parameterized Tests
+ *     - you'll want to create a define of TEST_CASE(...), TEST_RANGE(...) and/or TEST_MATRIX(...) which basically evaluates to nothing
+
+ * Tests with Arguments
+ *     - you'll want to define UNITY_USE_COMMAND_LINE_ARGS if you have the test runner passing arguments to Unity
+
+ *-------------------------------------------------------
+ * Basic Fail and Ignore
+ *-------------------------------------------------------*/
+
+#define TEST_FAIL_MESSAGE(message)                                                                 UNITY_TEST_FAIL(__LINE__, (message))
+#define TEST_FAIL()                                                                                UNITY_TEST_FAIL(__LINE__, NULL)
+#define TEST_IGNORE_MESSAGE(message)                                                               UNITY_TEST_IGNORE(__LINE__, (message))
+#define TEST_IGNORE()                                                                              UNITY_TEST_IGNORE(__LINE__, NULL)
+#define TEST_MESSAGE(message)                                                                      UnityMessage((message), __LINE__)
+#define TEST_ONLY()
+#ifdef UNITY_INCLUDE_PRINT_FORMATTED
+#define TEST_PRINTF(message, ...)                                                                  UnityPrintF(__LINE__, (message), ##__VA_ARGS__)
+#endif
+
+/* It is not necessary for you to call PASS. A PASS condition is assumed if nothing fails.
+ * This method allows you to abort a test immediately with a PASS state, ignoring the remainder of the test. */
+#define TEST_PASS()                                                                                TEST_ABORT()
+#define TEST_PASS_MESSAGE(message)                                                                 do { UnityMessage((message), __LINE__); TEST_ABORT(); } while (0)
+
+/*-------------------------------------------------------
+ * Build Directives
+ *-------------------------------------------------------
+
+ * These macros do nothing, but they are useful for additional build context.
+ * Tools (like Ceedling) can scan for these directives and make use of them for 
+ * per-test-executable #include search paths and linking. */
+
+/* Add source files to a test executable's compilation and linking. Ex: TEST_SOURCE_FILE("sandwiches.c") */
+#define TEST_SOURCE_FILE(a)
+
+/* Customize #include search paths for a test executable's compilation. Ex: TEST_INCLUDE_PATH("src/module_a/inc") */
+#define TEST_INCLUDE_PATH(a)
+
+/*-------------------------------------------------------
+ * Test Asserts (simple)
+ *-------------------------------------------------------*/
+
+/* Boolean */
+#define TEST_ASSERT(condition)                                                                     UNITY_TEST_ASSERT(       (condition), __LINE__, " Expression Evaluated To FALSE")
+#define TEST_ASSERT_TRUE(condition)                                                                UNITY_TEST_ASSERT(       (condition), __LINE__, " Expected TRUE Was FALSE")
+#define TEST_ASSERT_UNLESS(condition)                                                              UNITY_TEST_ASSERT(      !(condition), __LINE__, " Expression Evaluated To TRUE")
+#define TEST_ASSERT_FALSE(condition)                                                               UNITY_TEST_ASSERT(      !(condition), __LINE__, " Expected FALSE Was TRUE")
+#define TEST_ASSERT_NULL(pointer)                                                                  UNITY_TEST_ASSERT_NULL(    (pointer), __LINE__, " Expected NULL")
+#define TEST_ASSERT_NOT_NULL(pointer)                                                              UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, " Expected Non-NULL")
+#define TEST_ASSERT_EMPTY(pointer)                                                                 UNITY_TEST_ASSERT_EMPTY(    (pointer), __LINE__, " Expected Empty")
+#define TEST_ASSERT_NOT_EMPTY(pointer)                                                             UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, " Expected Non-Empty")
+
+/* Integers (of all sizes) */
+#define TEST_ASSERT_EQUAL_INT(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT8(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT16(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT32(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT64(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT8(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT16(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT32(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT64(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_size_t(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX8(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX16(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX32(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX64(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_CHAR(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS(mask, expected, actual)                                                   UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS_HIGH(mask, actual)                                                        UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS_LOW(mask, actual)                                                         UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(0), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BIT_HIGH(bit, actual)                                                          UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BIT_LOW(bit, actual)                                                           UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(0), (actual), __LINE__, NULL)
+
+/* Integer Not Equal To (of all sizes) */
+#define TEST_ASSERT_NOT_EQUAL_INT(threshold, actual)                                               UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT8(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT16(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT32(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT64(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT8(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT16(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT32(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT64(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_size_t(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX8(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX16(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX32(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX64(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_CHAR(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+/* Integer Greater Than/ Less Than (of all sizes) */
+#define TEST_ASSERT_GREATER_THAN(threshold, actual)                                                UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT(threshold, actual)                                            UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT8(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT16(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT32(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT64(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT8(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT16(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT32(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT64(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_size_t(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX8(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX16(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX32(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX64(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_CHAR(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_LESS_THAN(threshold, actual)                                                   UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT(threshold, actual)                                               UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT8(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT16(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT32(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT64(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT8(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT16(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT32(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT64(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_size_t(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX8(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX16(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX32(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX64(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_CHAR(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_GREATER_OR_EQUAL(threshold, actual)                                            UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT(threshold, actual)                                        UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT8(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT16(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT32(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT64(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_size_t(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_LESS_OR_EQUAL(threshold, actual)                                               UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT(threshold, actual)                                           UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT8(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT16(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT32(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT64(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT8(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT16(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT32(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT64(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_size_t(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX8(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX16(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX32(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX64(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_CHAR(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+/* Integer Ranges (of all sizes) */
+#define TEST_ASSERT_INT_WITHIN(delta, expected, actual)                                            UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT8_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT16_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT32_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT64_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT8_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT16_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT32_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT64_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_size_t_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX_WITHIN(delta, expected, actual)                                            UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX8_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX16_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX32_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX64_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_CHAR_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+
+/* Integer Array Ranges (of all sizes) */
+#define TEST_ASSERT_INT_ARRAY_WITHIN(delta, expected, actual, num_elements)                        UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT8_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT16_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT32_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT64_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT8_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT16_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT32_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT64_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_size_t_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX_ARRAY_WITHIN(delta, expected, actual, num_elements)                        UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX8_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX16_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX32_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX64_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_CHAR_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+
+
+/* Structs and Strings */
+#define TEST_ASSERT_EQUAL_PTR(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING_LEN(expected, actual, len)                                        UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_MEMORY(expected, actual, len)                                            UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, NULL)
+
+/* Arrays */
+#define TEST_ASSERT_EQUAL_INT_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT8_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT16_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT32_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT64_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT8_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT16_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT32_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT64_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_size_t_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX8_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX16_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX32_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX64_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_PTR_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_MEMORY_ARRAY(expected, actual, len, num_elements)                        UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_CHAR_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+
+/* Arrays Compared To Single Value */
+#define TEST_ASSERT_EACH_EQUAL_INT(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT8(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT16(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT32(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT64(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT8(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT16(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT32(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT64(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_size_t(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX8(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX16(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX32(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX64(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_PTR(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_STRING(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_MEMORY(expected, actual, len, num_elements)                         UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_CHAR(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, NULL)
+
+/* Floating Point (If Enabled) */
+#define TEST_ASSERT_FLOAT_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_NOT_WITHIN(delta, expected, actual)                                      UNITY_TEST_ASSERT_FLOAT_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_FLOAT(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_FLOAT(expected, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_FLOAT_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_FLOAT(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_FLOAT(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_FLOAT(threshold, actual)                                             UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT(threshold, actual)                                         UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_INF(actual)                                                           UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NEG_INF(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NAN(actual)                                                           UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_DETERMINATE(actual)                                                   UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_INF(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF(actual)                                                   UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_NAN(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE(actual)                                               UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
+
+/* Double (If Enabled) */
+#define TEST_ASSERT_DOUBLE_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_NOT_WITHIN(delta, expected, actual)                                     UNITY_TEST_ASSERT_DOUBLE_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_DOUBLE(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_DOUBLE(expected, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_DOUBLE(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_DOUBLE(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_DOUBLE(threshold, actual)                                            UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE(threshold, actual)                                        UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_INF(actual)                                                          UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NEG_INF(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NAN(actual)                                                          UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_DETERMINATE(actual)                                                  UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_INF(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF(actual)                                                  UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_NAN(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE(actual)                                              UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
+
+/* Shorthand */
+#ifdef UNITY_SHORTHAND_AS_OLD
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
+#endif
+#ifdef UNITY_SHORTHAND_AS_INT
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef UNITY_SHORTHAND_AS_MEM
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef UNITY_SHORTHAND_AS_RAW
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, " Expected Equal")
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
+#endif
+#ifdef UNITY_SHORTHAND_AS_NONE
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+
+/*-------------------------------------------------------
+ * Test Asserts (with additional messages)
+ *-------------------------------------------------------*/
+
+/* Boolean */
+#define TEST_ASSERT_MESSAGE(condition, message)                                                    UNITY_TEST_ASSERT(       (condition), __LINE__, (message))
+#define TEST_ASSERT_TRUE_MESSAGE(condition, message)                                               UNITY_TEST_ASSERT(       (condition), __LINE__, (message))
+#define TEST_ASSERT_UNLESS_MESSAGE(condition, message)                                             UNITY_TEST_ASSERT(      !(condition), __LINE__, (message))
+#define TEST_ASSERT_FALSE_MESSAGE(condition, message)                                              UNITY_TEST_ASSERT(      !(condition), __LINE__, (message))
+#define TEST_ASSERT_NULL_MESSAGE(pointer, message)                                                 UNITY_TEST_ASSERT_NULL(    (pointer), __LINE__, (message))
+#define TEST_ASSERT_NOT_NULL_MESSAGE(pointer, message)                                             UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, (message))
+#define TEST_ASSERT_EMPTY_MESSAGE(pointer, message)                                                UNITY_TEST_ASSERT_EMPTY(    (pointer), __LINE__, (message))
+#define TEST_ASSERT_NOT_EMPTY_MESSAGE(pointer, message)                                            UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, (message))
+
+/* Integers (of all sizes) */
+#define TEST_ASSERT_EQUAL_INT_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT8_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT16_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT32_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT64_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT8_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT16_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT32_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT64_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_size_t_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX8_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX16_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX32_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX64_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_MESSAGE(mask, expected, actual, message)                                  UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_HIGH_MESSAGE(mask, actual, message)                                       UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_LOW_MESSAGE(mask, actual, message)                                        UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(0), (actual), __LINE__, (message))
+#define TEST_ASSERT_BIT_HIGH_MESSAGE(bit, actual, message)                                         UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
+#define TEST_ASSERT_BIT_LOW_MESSAGE(bit, actual, message)                                          UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(0), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_CHAR_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, (message))
+
+/* Integer Not Equal To (of all sizes) */
+#define TEST_ASSERT_NOT_EQUAL_INT_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT8_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT16_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT32_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT64_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_size_t_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_CHAR_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+
+/* Integer Greater Than/ Less Than (of all sizes) */
+#define TEST_ASSERT_GREATER_THAN_MESSAGE(threshold, actual, message)                               UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT8_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT16_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT32_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT64_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_size_t_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX8_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX16_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX32_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX64_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_CHAR_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_LESS_THAN_MESSAGE(threshold, actual, message)                                  UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT8_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT16_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT32_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT64_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_size_t_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_CHAR_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_GREATER_OR_EQUAL_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT8_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT16_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT32_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT64_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_size_t_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_LESS_OR_EQUAL_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_size_t_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+/* Integer Ranges (of all sizes) */
+#define TEST_ASSERT_INT_WITHIN_MESSAGE(delta, expected, actual, message)                           UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT8_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT16_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT32_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT64_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT8_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT16_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT32_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT64_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_size_t_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX_WITHIN_MESSAGE(delta, expected, actual, message)                           UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX8_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX16_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX32_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX64_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_CHAR_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, (message))
+
+/* Integer Array Ranges (of all sizes) */
+#define TEST_ASSERT_INT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)       UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_size_t_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)       UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_CHAR_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+
+
+/* Structs and Strings */
+#define TEST_ASSERT_EQUAL_PTR_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_LEN_MESSAGE(expected, actual, len, message)                       UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_MEMORY_MESSAGE(expected, actual, len, message)                           UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, (message))
+
+/* Arrays */
+#define TEST_ASSERT_EQUAL_INT_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT8_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT16_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT32_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT64_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT8_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT16_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT32_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT64_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_size_t_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX8_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX16_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX32_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX64_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_PTR_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_MEMORY_ARRAY_MESSAGE(expected, actual, len, num_elements, message)       UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_CHAR_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+
+/* Arrays Compared To Single Value*/
+#define TEST_ASSERT_EACH_EQUAL_INT_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT8_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT16_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT32_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT64_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT8_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT16_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT32_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT64_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_size_t_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX8_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX16_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX32_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX64_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_PTR_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_STRING_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_MEMORY_MESSAGE(expected, actual, len, num_elements, message)        UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_CHAR_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, (message))
+
+/* Floating Point (If Enabled) */
+#define TEST_ASSERT_FLOAT_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_FLOAT_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_FLOAT_MESSAGE(expected, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_FLOAT_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_FLOAT_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_FLOAT_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_FLOAT_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_INF_MESSAGE(actual, message)                                          UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NEG_INF_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NAN_MESSAGE(actual, message)                                          UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_DETERMINATE_MESSAGE(actual, message)                                  UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_INF_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF_MESSAGE(actual, message)                                  UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_NAN_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE_MESSAGE(actual, message)                              UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, (message))
+
+/* Double (If Enabled) */
+#define TEST_ASSERT_DOUBLE_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_DOUBLE_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_DOUBLE_MESSAGE(expected, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_DOUBLE_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_DOUBLE_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_DOUBLE_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_INF_MESSAGE(actual, message)                                         UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NEG_INF_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NAN_MESSAGE(actual, message)                                         UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_DETERMINATE_MESSAGE(actual, message)                                 UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_INF_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF_MESSAGE(actual, message)                                 UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_NAN_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE_MESSAGE(actual, message)                             UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, (message))
+
+/* Shorthand */
+#ifdef UNITY_SHORTHAND_AS_OLD
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, (message))
+#endif
+#ifdef UNITY_SHORTHAND_AS_INT
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef  UNITY_SHORTHAND_AS_MEM
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef  UNITY_SHORTHAND_AS_RAW
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, message)
+#endif
+#ifdef UNITY_SHORTHAND_AS_NONE
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+
+/* end of UNITY_FRAMEWORK_H */
+#ifdef __cplusplus
+}
+#endif
+#endif

Start_Windows/.gitignore

@@ -0,0 +1,2 @@
+mnist
+runTests

Start_Windows/imageInput.c

@@ -0,0 +1,22 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include "imageInput.h"
+
+#define BUFFER_SIZE 100
+#define FILE_HEADER_STRING "__info2_image_file_format__"
+
+// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
+
+// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
+GrayScaleImageSeries *readImages(const char *path)
+{
+    GrayScaleImageSeries *series = NULL;
+    
+    return series;
+}
+
+// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
+void clearSeries(GrayScaleImageSeries *series)
+{
+}

Start_Windows/imageInput.h

@@ -0,0 +1,23 @@
+#ifndef IMAGEINPUT_H
+#define IMAGEINPUT_H
+
+typedef unsigned char GrayScalePixelType;
+
+typedef struct
+{
+    GrayScalePixelType *buffer;
+    unsigned int width;
+    unsigned int height;
+} GrayScaleImage;
+
+typedef struct
+{
+    GrayScaleImage *images;
+    unsigned char *labels;
+    unsigned int count;
+} GrayScaleImageSeries;
+
+GrayScaleImageSeries *readImages(const char *path);
+void clearSeries(GrayScaleImageSeries *series);
+
+#endif

Start_Windows/imageInputTests.c

@@ -0,0 +1,143 @@
+
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "unity.h"
+#include "imageInput.h"
+
+
+static void prepareImageFile(const char *path, unsigned short int width, unsigned short int height, unsigned int short numberOfImages, unsigned char label)
+{
+    FILE *file = fopen(path, "wb");
+
+    if(file != NULL)
+    {
+        const char *fileTag = "__info2_image_file_format__";
+        GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
+
+        if(zeroBuffer != NULL)
+        {
+            fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
+            fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
+            fwrite(&width, sizeof(width), 1, file);
+            fwrite(&height, sizeof(height), 1, file);
+
+            for(int i = 0; i < numberOfImages; i++)
+            {
+                fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
+                fwrite(&label, sizeof(unsigned char), 1, file);
+            }
+
+            free(zeroBuffer);
+        }
+
+        fclose(file);
+    }
+}
+
+
+void test_readImagesReturnsCorrectNumberOfImages(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedNumberOfImages = 2;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, 8, expectedNumberOfImages, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_EQUAL_UINT16(expectedNumberOfImages, series->count);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectImageWidth(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedWidth = 10;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, expectedWidth, 2, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->images);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[0].width);
+    TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[1].width);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectImageHeight(void)
+{
+    GrayScaleImageSeries *series = NULL;
+    const unsigned short expectedHeight = 10;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, expectedHeight, 8, 2, 1);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->images);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[0].height);
+    TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[1].height);
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsCorrectLabels(void)
+{
+    const unsigned char expectedLabel = 15;
+
+    GrayScaleImageSeries *series = NULL;
+    const char *path = "testFile.info2";
+    prepareImageFile(path, 8, 8, 2, expectedLabel);
+    series = readImages(path);
+    TEST_ASSERT_NOT_NULL(series);
+    TEST_ASSERT_NOT_NULL(series->labels);
+    TEST_ASSERT_EQUAL_UINT16(2, series->count);
+    for (int i = 0; i < 2; i++) {
+        TEST_ASSERT_EQUAL_UINT8(expectedLabel, series->labels[i]);
+    }
+    clearSeries(series);
+    remove(path);
+}
+
+void test_readImagesReturnsNullOnNotExistingPath(void)
+{
+    const char *path = "testFile.txt";
+    remove(path);
+    TEST_ASSERT_NULL(readImages(path));
+}
+
+void test_readImagesFailsOnWrongFileTag(void)
+{
+    const char *path = "testFile.info2";
+    FILE *file = fopen(path, "w");
+    if(file != NULL)
+    {
+        fprintf(file, "some_tag                  ");
+        fclose(file);
+        TEST_ASSERT_NULL(readImages(path));
+    }
+    remove(path);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+    
+    printf("\n============================\nImage input tests\n============================\n");
+    RUN_TEST(test_readImagesReturnsCorrectNumberOfImages);
+    RUN_TEST(test_readImagesReturnsCorrectImageWidth);
+    RUN_TEST(test_readImagesReturnsCorrectImageHeight);
+    RUN_TEST(test_readImagesReturnsCorrectLabels);
+    RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
+    RUN_TEST(test_readImagesFailsOnWrongFileTag);
+
+    return UNITY_END();
+}

Start_Windows/main.c

@@ -0,0 +1,68 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include "imageInput.h"
+#include "mnistVisualization.h"
+#include "neuralNetwork.h"
+
+int main(int argc, char *argv[])
+{
+    const unsigned int windowWidth = 800;
+    const unsigned int windowHeight = 600;
+
+    int exitCode = EXIT_FAILURE;
+
+    if(argc == 3)
+    {
+        const char *pathToMnist = argv[1];
+        const char *pathToModel = argv[2];
+        GrayScaleImageSeries *series = readImages(pathToMnist);
+
+        if(series != NULL)
+        {
+            NeuralNetwork model = {NULL, 0};
+            printf("Loaded %u images ... \n", series->count);
+
+            model = loadModel(pathToModel);
+
+            if(model.numberOfLayers > 0)
+            {
+                unsigned char *predictions = NULL;
+                
+                printf("Processing %u images ...\n", series->count);
+
+                predictions = predict(model, series->images, series->count);
+
+                if(predictions != NULL)
+                {
+                    showMnist(windowWidth, windowHeight, series, predictions);
+                    free(predictions);
+                    exitCode = EXIT_SUCCESS;
+                }
+                else
+                {
+                    fprintf(stderr, "Error while processing images ...\n");
+                    exitCode = EXIT_FAILURE;
+                }
+                clearModel(&model);
+            }
+            else
+            {
+                fprintf(stderr, "Error while loading model from %s ...\n", pathToModel);
+                exitCode = EXIT_FAILURE;
+            }
+        }
+        else
+        {
+            fprintf(stderr, "Error while reading images from %s ...\n", pathToMnist);
+            exitCode = EXIT_FAILURE;
+        }
+        clearSeries(series);
+    }
+    else
+    {
+        fprintf(stderr, "Usage: %s <mnist file> <model file>\n", argv[0]);
+        exitCode = EXIT_FAILURE;
+    }
+
+    return exitCode;
+}

Start_Windows/makefile

@@ -0,0 +1,50 @@
+CC = gcc
+CFLAGS = -g -Wall -I$(raylibfolder)
+LDFLAGS = -lopengl32 -lgdi32 -lwinmm
+BINARIES = ./windows
+
+raylib_folder = ./raylib
+unityfolder = ./unity
+
+# --------------------------
+# Initiales Programm bauen (zum ausprobieren)
+# --------------------------
+mnist_initial: $(BINARIES)/libmnist_complete.a
+	$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
+
+# --------------------------
+# Selbst implementiertes Programm bauen
+# --------------------------
+mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
+	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o $(BINARIES)/libraylib.a ${LDFLAGS}
+
+main.o: main.c
+	$(CC) -c $(CFLAGS) main.c
+
+matrix.o: matrix.c
+	$(CC) -c $(CFLAGS) matrix.c
+
+neuralNetwork.o: neuralNetwork.c
+	$(CC) -c $(CFLAGS) neuralNetwork.c
+
+imageInput.o: imageInput.c
+	$(CC) -c $(CFLAGS) imageInput.c
+
+# --------------------------
+# Unit Tests
+# --------------------------
+matrixTests: matrix.o matrixTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
+
+neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
+
+imageInputTests: imageInput.o imageInputTests.c
+	$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a
+
+# --------------------------
+# Clean
+# --------------------------
+clean:
+	del /f *.o mnist runMatrixTests runNeuralNetworkTests runImageInputTests
+

Start_Windows/matrix.c

@@ -0,0 +1,35 @@
+#include <stdlib.h>
+#include <string.h>
+#include "matrix.h"
+
+// TODO Matrix-Funktionen implementieren
+
+Matrix createMatrix(unsigned int rows, unsigned int cols)
+{
+    
+}
+
+void clearMatrix(Matrix *matrix)
+{
+    
+}
+
+void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
+{
+    
+}
+
+MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
+{
+    
+}
+
+Matrix add(const Matrix matrix1, const Matrix matrix2)
+{
+    
+}
+
+Matrix multiply(const Matrix matrix1, const Matrix matrix2)
+{
+    
+}

Start_Windows/matrix.h

@@ -0,0 +1,19 @@
+#ifndef MATRIX_H
+#define MATRIX_H
+
+#define UNDEFINED_MATRIX_VALUE 0
+
+typedef float MatrixType;
+
+// TODO Matrixtyp definieren
+
+
+Matrix createMatrix(unsigned int rows, unsigned int cols);
+void clearMatrix(Matrix *matrix);
+void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
+MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
+Matrix add(const Matrix matrix1, const Matrix matrix2);
+Matrix multiply(const Matrix matrix1, const Matrix matrix2);
+
+
+#endif

Start_Windows/matrixTests.c

@@ -0,0 +1,170 @@
+
+#include <stdio.h>
+#include <stdlib.h>
+#include "matrix.h"
+#include "unity.h"
+
+
+void test_createMatrixFailsOnZeroDimensions(void)
+{
+    Matrix matrixToTest1 = createMatrix(0, 1);
+    Matrix matrixToTest2 = createMatrix(1, 0);
+    TEST_ASSERT_NULL(matrixToTest1.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.cols);
+    TEST_ASSERT_NULL(matrixToTest2.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.cols);
+}
+
+void test_createMatrixReturnsCorrectMatrixDimensions(void)
+{
+    const unsigned int expectedRows = 15;
+    const unsigned int expectedCols = 10;
+    
+    Matrix matrixToTest = createMatrix(expectedRows, expectedCols);
+    TEST_ASSERT_EQUAL_UINT32(expectedRows, matrixToTest.rows);
+    TEST_ASSERT_EQUAL_UINT32(expectedCols, matrixToTest.cols);
+    free(matrixToTest.buffer);
+}
+
+void test_clearMatrixSetsMembersToNull(void)
+{
+    Matrix matrixToTest = createMatrix(10, 10);
+    clearMatrix(&matrixToTest);
+    TEST_ASSERT_NULL(matrixToTest.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
+}
+
+void test_addReturnsCorrectResult(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
+
+    Matrix result = add(matrix1, matrix2);
+
+    float expectedResults[] = {8, 10, 12, 14, 16, 18};
+
+    TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result.cols);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
+    TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
+    free(result.buffer);
+}
+
+void test_addFailsOnDifferentInputDimensions(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=3, .cols=2, .buffer=buffer2};
+    
+    Matrix result = add(matrix1, matrix2);
+
+    TEST_ASSERT_NULL(result.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, result.cols);
+}
+
+void test_multiplyReturnsCorrectResults(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=3, .cols=4, .buffer=buffer2};
+    
+    Matrix result = multiply(matrix1, matrix2);
+
+    float expectedResults[] = {74, 80, 86, 92, 173, 188, 203, 218};
+
+    TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
+    TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
+
+    free(result.buffer);
+}
+
+void test_multiplyFailsOnWrongInputDimensions(void)
+{
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
+    Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
+    Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
+
+    Matrix result = multiply(matrix1, matrix2);
+
+    TEST_ASSERT_NULL(result.buffer);
+    TEST_ASSERT_EQUAL_UINT32(0, result.rows);
+    TEST_ASSERT_EQUAL_UINT32(0, result.cols);
+}
+
+void test_getMatrixAtReturnsCorrectResult(void)
+{
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+    int expectedResult = buffer[4];
+
+    TEST_ASSERT_EQUAL_INT(expectedResult, getMatrixAt(matrixToTest, 1, 1));
+}
+
+void test_getMatrixAtFailsOnIndicesOutOfRange(void)
+{
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    TEST_ASSERT_EQUAL_INT(UNDEFINED_MATRIX_VALUE, getMatrixAt(matrixToTest, 2, 3));
+}
+
+void test_setMatrixAtSetsCorrectValue(void)
+{
+    const int expectedResult = -1;
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix matrixUnderTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    setMatrixAt(expectedResult, matrixUnderTest, 1, 2);
+    TEST_ASSERT_EQUAL_INT(expectedResult, buffer[5]);
+}
+
+void test_setMatrixAtFailsOnIndicesOutOfRange(void)
+{
+    const float expectedResults[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
+
+    setMatrixAt(-1, matrixToTest, 2, 3);
+    TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+
+    printf("============================\nMatrix tests\n============================\n");
+    RUN_TEST(test_createMatrixReturnsCorrectMatrixDimensions);
+    RUN_TEST(test_createMatrixFailsOnZeroDimensions);
+    RUN_TEST(test_clearMatrixSetsMembersToNull);
+    RUN_TEST(test_addReturnsCorrectResult);
+    RUN_TEST(test_addFailsOnDifferentInputDimensions);
+    RUN_TEST(test_multiplyReturnsCorrectResults);
+    RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
+    RUN_TEST(test_getMatrixAtReturnsCorrectResult);
+    RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
+    RUN_TEST(test_setMatrixAtSetsCorrectValue);
+    RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
+
+    return UNITY_END();
+}

Start_Windows/mnistVisualization.c

@@ -0,0 +1,173 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "mnistVisualization.h"
+#include "raylib.h"
+
+#define MAX_TEXT_LEN 100
+
+typedef struct
+{
+    Vector2 position;
+    const GrayScaleImageSeries *series;
+    const unsigned char *predictions;
+    unsigned int currentIdx;
+    Vector2 pixelSize;
+} MnistVisualization;
+
+typedef struct
+{
+    char text[MAX_TEXT_LEN];
+    Vector2 position;
+    unsigned int fontSize;
+    Color color;
+} TextLabel;
+
+static TextLabel *createTextLabel(const char *text, unsigned int fontSize, Color color)
+{
+    TextLabel *label = NULL;
+
+    if(text != NULL)
+    {
+        label = (TextLabel *)malloc(sizeof(TextLabel));
+
+        if(label != NULL)
+        {
+            strncpy(label->text, text, MAX_TEXT_LEN);
+            label->text[MAX_TEXT_LEN-1] = '\0';
+            label->position.x = 0;
+            label->position.y = 0;
+            label->fontSize = fontSize;
+            label->color = color;
+        }
+    }
+
+    return label;
+}
+
+static MnistVisualization *createVisualizationContainer(const GrayScaleImageSeries *series, const unsigned char predictions[], Vector2 size)
+{
+    MnistVisualization *container = NULL;
+    
+    if(size.x > 0 && size.y > 0 && series != NULL && series->images != NULL && series->count > 0 && predictions != NULL)
+    {
+        container = (MnistVisualization *)calloc(1, sizeof(MnistVisualization));
+
+        if(container != NULL)
+        {
+            Vector2 pixelSize = {(int)(size.x / series->images[0].width), (int)(size.y / series->images[0].height)};
+            container->pixelSize = pixelSize;
+            container->series = series;
+            container->predictions = predictions;
+        }
+    }
+
+    return container;
+}
+
+static void drawTextLabel(const TextLabel *label)
+{
+    DrawText(label->text, label->position.x, label->position.y, label->fontSize, label->color);
+}
+
+static void drawDigit(const GrayScaleImage image, Vector2 position, Vector2 pixelSize)
+{
+    float xOffset = 0;
+    float yOffset = position.y - pixelSize.y;
+    Color color = {0};
+    color.a = 255;
+
+    for(int i = 0; i < image.width * image.height; i++)
+    {
+        if(i % image.width == 0)
+        {
+            xOffset = position.x;
+            yOffset += pixelSize.y;
+        }
+
+        color.r = image.buffer[i];
+        color.b = image.buffer[i];
+        color.g = image.buffer[i];
+
+        DrawRectangle(xOffset, yOffset, pixelSize.x, pixelSize.y, color);
+        xOffset += pixelSize.x;
+    }
+}
+
+static void drawAll(const MnistVisualization *container, const TextLabel *navigationLabel, const TextLabel *predictionLabel)
+{
+    BeginDrawing();
+    ClearBackground(BLACK);
+    
+    drawDigit(container->series->images[container->currentIdx], container->position, container->pixelSize);
+    drawTextLabel(navigationLabel);
+    drawTextLabel(predictionLabel);
+        
+    EndDrawing();
+}
+
+static int checkUserInput()
+{
+    int inputResult = 0;
+
+    if(IsKeyReleased(KEY_LEFT))
+        inputResult = -1;
+    else if(IsKeyReleased(KEY_RIGHT))
+        inputResult = 1;
+    
+    return inputResult;
+}
+
+static void updateDisplayContainer(MnistVisualization *container, int updateDirection)
+{
+    int newIndex = (int)container->currentIdx + updateDirection;
+
+    if(newIndex < 0)
+        newIndex = 0;
+    else if(newIndex >= container->series->count)
+        newIndex = container->series->count - 1;
+
+    container->currentIdx = newIndex;
+}
+
+static void updatePredictionLabel(TextLabel *predictionLabel, unsigned char trueLabel, unsigned char predictedLabel)
+{
+    snprintf(predictionLabel->text, MAX_TEXT_LEN, "True label:        %u\nPredicted label:  %u", trueLabel, predictedLabel);
+}
+
+static void update(MnistVisualization *container, TextLabel *predictionLabel, int updateDirection)
+{
+    updateDisplayContainer(container, updateDirection);
+    updatePredictionLabel(predictionLabel, container->series->labels[container->currentIdx], container->predictions[container->currentIdx]);
+}
+
+void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[])
+{
+    const Vector2 windowSize = {windowWidth, windowHeight};
+
+    MnistVisualization *container = createVisualizationContainer(series, predictions, windowSize);
+    TextLabel *navigationLabel = createTextLabel("Use left and right key to navigate ...", 20, WHITE);
+    TextLabel *predictionLabel = createTextLabel("", 20, WHITE);
+    predictionLabel->position.x = 10;
+    predictionLabel->position.y = windowSize.y - 50;
+
+    if(container != NULL && navigationLabel != NULL && predictionLabel != NULL)
+    {
+        InitWindow(windowSize.x, windowSize.y, "MNIST Browser");
+
+        SetTargetFPS(60);
+
+        while (!WindowShouldClose())
+        {
+            int updateDirection = checkUserInput();
+            update(container, predictionLabel, updateDirection);
+            drawAll(container, navigationLabel, predictionLabel);
+        }
+    }
+
+    CloseWindow();
+
+    free(container);
+    free(navigationLabel);
+    free(predictionLabel);
+}

Start_Windows/mnistVisualization.h

@@ -0,0 +1,8 @@
+#ifndef MNISTVISUALIZATION_H
+#define MNISTVISUALIZATION_H
+
+#include "imageInput.h"
+
+void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[]);
+
+#endif

Start_Windows/neuralNetwork.c

@@ -0,0 +1,268 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <string.h>
+#include "neuralNetwork.h"
+
+#define BUFFER_SIZE 100
+#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
+
+static void softmax(Matrix *matrix)
+{
+    if(matrix->cols > 0)
+    {
+        double *colSums = (double *)calloc(matrix->cols, sizeof(double));
+
+        if(colSums != NULL)
+        {
+            for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
+            {
+                for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
+                {
+                    MatrixType expValue = exp(getMatrixAt(*matrix, rowIdx, colIdx));
+                    setMatrixAt(expValue, *matrix, rowIdx, colIdx);
+                    colSums[colIdx] += expValue;
+                }
+            }
+
+            for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
+            {
+                for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
+                {
+                    MatrixType normalizedValue = getMatrixAt(*matrix, rowIdx, colIdx) / colSums[colIdx];
+                    setMatrixAt(normalizedValue, *matrix, rowIdx, colIdx);
+                }
+            }
+            free(colSums);
+        }
+    }
+}
+
+static void relu(Matrix *matrix)
+{
+    for(int i = 0; i < matrix->rows * matrix->cols; i++)
+    {
+        matrix->buffer[i] = matrix->buffer[i] >= 0 ? matrix->buffer[i] : 0;
+    }
+}
+
+static int checkFileHeader(FILE *file)
+{
+    int isValid = 0;
+    int fileHeaderLen = strlen(FILE_HEADER_STRING);
+    char buffer[BUFFER_SIZE] = {0};
+
+    if(BUFFER_SIZE-1 < fileHeaderLen)
+        fileHeaderLen = BUFFER_SIZE-1;
+
+    if(fread(buffer, sizeof(char), fileHeaderLen, file) == fileHeaderLen)
+        isValid = strcmp(buffer, FILE_HEADER_STRING) == 0;
+
+    return isValid;
+}
+
+static unsigned int readDimension(FILE *file)
+{
+    int dimension = 0;
+
+    if(fread(&dimension, sizeof(int), 1, file) != 1)
+        dimension = 0;
+    
+    return dimension;
+}
+
+static Matrix readMatrix(FILE *file, unsigned int rows, unsigned int cols)
+{
+    Matrix matrix = createMatrix(rows, cols);
+    
+    if(matrix.buffer != NULL)
+    {
+        if(fread(matrix.buffer, sizeof(MatrixType), rows*cols, file) != rows*cols)
+            clearMatrix(&matrix);
+    }
+
+    return matrix;
+}
+
+static Layer readLayer(FILE *file, unsigned int inputDimension, unsigned int outputDimension)
+{
+    Layer layer;
+    layer.weights = readMatrix(file, outputDimension, inputDimension);
+    layer.biases = readMatrix(file, outputDimension, 1);
+
+    return layer;
+}
+
+static int isEmptyLayer(const Layer layer)
+{
+    return layer.biases.cols == 0 || layer.biases.rows == 0 || layer.biases.buffer == NULL || layer.weights.rows == 0 || layer.weights.cols == 0 || layer.weights.buffer == NULL;
+}
+
+static void clearLayer(Layer *layer)
+{
+    if(layer != NULL)
+    {
+        clearMatrix(&layer->weights);
+        clearMatrix(&layer->biases);
+        layer->activation = NULL;
+    }
+}
+
+static void assignActivations(NeuralNetwork model)
+{
+    for(int i = 0; i < (int)model.numberOfLayers-1; i++)
+    {
+        model.layers[i].activation = relu;
+    }
+
+    if(model.numberOfLayers > 0)
+        model.layers[model.numberOfLayers-1].activation = softmax;
+}
+
+NeuralNetwork loadModel(const char *path)
+{
+    NeuralNetwork model = {NULL, 0};
+    FILE *file = fopen(path, "rb");
+
+    if(file != NULL)
+    {
+        if(checkFileHeader(file))
+        {
+            unsigned int inputDimension = readDimension(file); 
+            unsigned int outputDimension = readDimension(file);
+
+            while(inputDimension > 0 && outputDimension > 0)
+            {
+                Layer layer = readLayer(file, inputDimension, outputDimension);
+                Layer *layerBuffer = NULL;
+
+                if(isEmptyLayer(layer))
+                {
+                    clearLayer(&layer);
+                    clearModel(&model);
+                    break;
+                }
+                
+                layerBuffer = (Layer *)realloc(model.layers, (model.numberOfLayers + 1) * sizeof(Layer));
+
+                if(layerBuffer != NULL)
+                    model.layers = layerBuffer;
+                else
+                {
+                    clearModel(&model);
+                    break;
+                }
+
+                model.layers[model.numberOfLayers] = layer;
+                model.numberOfLayers++;
+
+                inputDimension = outputDimension;
+                outputDimension = readDimension(file);
+            }
+        }
+        fclose(file);
+
+        assignActivations(model);
+    }
+
+    return model;
+}
+
+static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
+{
+    Matrix matrix = {NULL, 0, 0};
+
+    if(count > 0 && images != NULL)
+    {
+        matrix = createMatrix(images[0].height * images[0].width, count);
+
+        if(matrix.buffer != NULL)
+        {
+            for(int i = 0; i < count; i++)
+            {
+                for(int j = 0; j < images[i].width * images[i].height; j++)
+                {
+                    setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
+                }
+            }
+        }
+    }
+
+    return matrix;
+}
+
+static Matrix forward(const NeuralNetwork model, Matrix inputBatch)
+{
+    Matrix result = inputBatch;
+
+    if(result.buffer != NULL)
+    {
+        for(int i = 0; i < model.numberOfLayers; i++)
+        {
+            Matrix biasResult;
+            Matrix weightResult;
+            
+            weightResult = multiply(model.layers[i].weights, result);
+            clearMatrix(&result);
+            biasResult = add(model.layers[i].biases, weightResult);
+            clearMatrix(&weightResult);
+
+            if(model.layers[i].activation != NULL)
+                model.layers[i].activation(&biasResult);
+            result = biasResult;
+        }
+    }
+
+    return result;
+}
+
+unsigned char *argmax(const Matrix matrix)
+{
+    unsigned char *maxIdx = NULL;
+
+    if(matrix.rows > 0 && matrix.cols > 0)
+    {
+        maxIdx = (unsigned char *)malloc(sizeof(unsigned char) * matrix.cols);
+
+        if(maxIdx != NULL)
+        {
+            for(int colIdx = 0; colIdx < matrix.cols; colIdx++)
+            {
+                maxIdx[colIdx] = 0;
+
+                for(int rowIdx = 1; rowIdx < matrix.rows; rowIdx++)
+                {
+                    if(getMatrixAt(matrix, rowIdx, colIdx) > getMatrixAt(matrix, maxIdx[colIdx], colIdx))
+                        maxIdx[colIdx] = rowIdx;
+                }
+            }
+        }
+    }
+
+    return maxIdx;
+}
+
+unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages)
+{
+    Matrix inputBatch = imageBatchToMatrixOfImageVectors(images, numberOfImages);
+    Matrix outputBatch = forward(model, inputBatch);
+
+    unsigned char *result = argmax(outputBatch);
+    
+    clearMatrix(&outputBatch);
+    
+    return result;
+}
+
+void clearModel(NeuralNetwork *model)
+{
+    if(model != NULL)
+    {
+        for(int i = 0; i < model->numberOfLayers; i++)
+        {
+            clearLayer(&model->layers[i]);
+        }
+        model->layers = NULL;
+        model->numberOfLayers = 0;
+    }
+}

Start_Windows/neuralNetwork.h

@@ -0,0 +1,26 @@
+#ifndef NEURALNETWORK_H
+#define NEURALNETWORK_H
+
+#include "imageInput.h"
+#include "matrix.h"
+
+typedef void (*ActivationFunctionType)(Matrix *X);
+
+typedef struct
+{
+    Matrix weights;
+    Matrix biases;
+    ActivationFunctionType activation;
+} Layer;
+
+typedef struct
+{
+    Layer *layers;
+    unsigned int numberOfLayers;
+} NeuralNetwork;
+
+NeuralNetwork loadModel(const char *path);
+unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
+void clearModel(NeuralNetwork *model);
+
+#endif

Start_Windows/neuralNetworkTests.c

@@ -0,0 +1,242 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <math.h>
+#include "unity.h"
+#include "neuralNetwork.h"
+
+
+static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
+{
+    // TODO
+}
+
+void test_loadModelReturnsCorrectNumberOfLayers(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
+    MatrixType buffer2[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights1 = {.buffer=buffer1, .rows=3, .cols=2};
+    Matrix weights2 = {.buffer=buffer2, .rows=2, .cols=3};
+    MatrixType buffer3[] = {1, 2, 3};
+    MatrixType buffer4[] = {1, 2};
+    Matrix biases1 = {.buffer=buffer3, .rows=3, .cols=1};
+    Matrix biases2 = {.buffer=buffer4, .rows=2, .cols=1};
+    Layer layers[] = {{.weights=weights1, .biases=biases1}, {.weights=weights2, .biases=biases2}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=2};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_EQUAL_INT(expectedNet.numberOfLayers, netUnderTest.numberOfLayers);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectWeightDimensions(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectBiasDimensions(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.rows, netUnderTest.layers[0].biases.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.cols, netUnderTest.layers[0].biases.cols);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectWeights(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    int n = netUnderTest.layers[0].weights.rows * netUnderTest.layers[0].weights.cols;
+    TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].weights.buffer, netUnderTest.layers[0].weights.buffer, n);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelReturnsCorrectBiases(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
+    TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
+    int n = netUnderTest.layers[0].biases.rows * netUnderTest.layers[0].biases.cols;
+    TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].biases.buffer, netUnderTest.layers[0].biases.buffer, n);
+    clearModel(&netUnderTest);
+}
+
+void test_loadModelFailsOnWrongFileTag(void)
+{
+    const char *path = "some_nn_test_file.info2";
+    NeuralNetwork netUnderTest;
+    FILE *file = fopen(path, "wb");
+
+    if(file != NULL)
+    {
+        const char *fileTag = "info2_neural_network_file_format";
+
+        fwrite(fileTag, sizeof(char), strlen(fileTag), file);
+
+        fclose(file);
+    }
+
+    netUnderTest = loadModel(path);
+
+    remove(path);
+
+    TEST_ASSERT_NULL(netUnderTest.layers);
+    TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
+}
+
+void test_clearModelSetsMembersToNull(void)
+{
+    const char *path = "some__nn_test_file.info2";
+    MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
+    Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
+    MatrixType biasBuffer[] = {7, 8, 9};
+    Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
+    Layer layers[] = {{.weights=weights, .biases=biases}};
+
+    NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
+    NeuralNetwork netUnderTest;
+
+    prepareNeuralNetworkFile(path, expectedNet);
+
+    netUnderTest = loadModel(path);
+    remove(path);
+
+    TEST_ASSERT_NOT_NULL(netUnderTest.layers);
+    TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
+    clearModel(&netUnderTest);
+    TEST_ASSERT_NULL(netUnderTest.layers);
+    TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
+}
+
+static void someActivation(Matrix *matrix)
+{
+    for(int i = 0; i < matrix->rows * matrix->cols; i++)
+    {
+        matrix->buffer[i] = fabs(matrix->buffer[i]);
+    }
+}
+
+void test_predictReturnsCorrectLabels(void)
+{
+    const unsigned char expectedLabels[] = {4, 2};
+    GrayScalePixelType imageBuffer1[] = {10, 30, 25, 17};
+    GrayScalePixelType imageBuffer2[] = {20, 40, 10, 128};
+    GrayScaleImage inputImages[] = {{.buffer=imageBuffer1, .width=2, .height=2}, {.buffer=imageBuffer2, .width=2, .height=2}};
+    MatrixType weightsBuffer1[] = {1, -2, 3, -4, 5, -6, 7, -8};
+    MatrixType weightsBuffer2[] = {-9, 10, 11, 12, 13, 14};
+    MatrixType weightsBuffer3[] = {-15, 16, 17, 18, -19, 20, 21, 22, 23, -24, 25, 26, 27, -28, -29};
+    Matrix weights1 = {.buffer=weightsBuffer1, .rows=2, .cols=4};
+    Matrix weights2 = {.buffer=weightsBuffer2, .rows=3, .cols=2};
+    Matrix weights3 = {.buffer=weightsBuffer3, .rows=5, .cols=3};
+    MatrixType biasBuffer1[] = {200, 0};
+    MatrixType biasBuffer2[] = {0, -100, 0};
+    MatrixType biasBuffer3[] = {0, -1000, 0, 2000, 0};
+    Matrix biases1 = {.buffer=biasBuffer1, .rows=2, .cols=1};
+    Matrix biases2 = {.buffer=biasBuffer2, .rows=3, .cols=1};
+    Matrix biases3 = {.buffer=biasBuffer3, .rows=5, .cols=1};
+    Layer layers[] = {{.weights=weights1, .biases=biases1, .activation=someActivation}, \
+                      {.weights=weights2, .biases=biases2, .activation=someActivation}, \
+                      {.weights=weights3, .biases=biases3, .activation=someActivation}};
+    NeuralNetwork netUnderTest = {.layers=layers, .numberOfLayers=3};
+    unsigned char *predictedLabels = predict(netUnderTest, inputImages, 2);
+    TEST_ASSERT_NOT_NULL(predictedLabels);
+    int n = (int)(sizeof(expectedLabels) / sizeof(expectedLabels[0]));
+    TEST_ASSERT_EQUAL_UINT8_ARRAY(expectedLabels, predictedLabels, n);
+    free(predictedLabels);
+}
+
+void setUp(void) {
+    // Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
+}
+
+void tearDown(void) {
+    // Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
+}
+
+int main()
+{
+    UNITY_BEGIN();
+
+    printf("\n============================\nNeural network tests\n============================\n");
+    RUN_TEST(test_loadModelReturnsCorrectNumberOfLayers);
+    RUN_TEST(test_loadModelReturnsCorrectWeightDimensions);
+    RUN_TEST(test_loadModelReturnsCorrectBiasDimensions);
+    RUN_TEST(test_loadModelReturnsCorrectWeights);
+    RUN_TEST(test_loadModelReturnsCorrectBiases);
+    RUN_TEST(test_loadModelFailsOnWrongFileTag);
+    RUN_TEST(test_clearModelSetsMembersToNull);
+    RUN_TEST(test_predictReturnsCorrectLabels);
+
+    return UNITY_END();
+}

Start_Windows/unittests.h

@@ -0,0 +1,10 @@
+#ifndef UNITTTESTS_H
+#define UNITTTESTS_H
+
+#include <stdio.h>
+
+typedef int (*UnitTestType)(void);
+
+#define RUN_UNIT_TEST(fct) printf("%80s: %d\n", #fct, fct())
+
+#endif

Start_Windows/unity/unity.h

@@ -0,0 +1,698 @@
+/* =========================================================================
+    Unity - A Test Framework for C
+    ThrowTheSwitch.org
+    Copyright (c) 2007-25 Mike Karlesky, Mark VanderVoord, & Greg Williams
+    SPDX-License-Identifier: MIT
+========================================================================= */
+
+#ifndef UNITY_FRAMEWORK_H
+#define UNITY_FRAMEWORK_H
+#define UNITY
+
+#define UNITY_VERSION_MAJOR    2
+#define UNITY_VERSION_MINOR    6
+#define UNITY_VERSION_BUILD    2
+#define UNITY_VERSION          ((UNITY_VERSION_MAJOR << 16) | (UNITY_VERSION_MINOR << 8) | UNITY_VERSION_BUILD)
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif
+
+#include "unity_internals.h"
+
+/*-------------------------------------------------------
+ * Test Setup / Teardown
+ *-------------------------------------------------------*/
+
+/* These functions are intended to be called before and after each test.
+ * If using unity directly, these will need to be provided for each test
+ * executable built. If you are using the test runner generator and/or
+ * Ceedling, these are optional. */
+void setUp(void);
+void tearDown(void);
+
+/* These functions are intended to be called at the beginning and end of an
+ * entire test suite.  suiteTearDown() is passed the number of tests that
+ * failed, and its return value becomes the exit code of main(). If using
+ * Unity directly, you're in charge of calling these if they are desired.
+ * If using Ceedling or the test runner generator, these will be called
+ * automatically if they exist. */
+void suiteSetUp(void);
+int suiteTearDown(int num_failures);
+
+/*-------------------------------------------------------
+ * Test Reset and Verify
+ *-------------------------------------------------------*/
+
+/* These functions are intended to be called before or during tests in order
+ * to support complex test loops, etc. Both are NOT built into Unity. Instead
+ * the test runner generator will create them. resetTest will run teardown and
+ * setup again, verifying any end-of-test needs between. verifyTest will only
+ * run the verification. */
+void resetTest(void);
+void verifyTest(void);
+
+/*-------------------------------------------------------
+ * Configuration Options
+ *-------------------------------------------------------
+ * All options described below should be passed as a compiler flag to all files using Unity. If you must add #defines, place them BEFORE the #include above.
+
+ * Integers/longs/pointers
+ *     - Unity attempts to automatically discover your integer sizes
+ *       - define UNITY_EXCLUDE_STDINT_H to stop attempting to look in <stdint.h>
+ *       - define UNITY_EXCLUDE_LIMITS_H to stop attempting to look in <limits.h>
+ *     - If you cannot use the automatic methods above, you can force Unity by using these options:
+ *       - define UNITY_SUPPORT_64
+ *       - set UNITY_INT_WIDTH
+ *       - set UNITY_LONG_WIDTH
+ *       - set UNITY_POINTER_WIDTH
+
+ * Floats
+ *     - define UNITY_EXCLUDE_FLOAT to disallow floating point comparisons
+ *     - define UNITY_FLOAT_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_FLOAT
+ *     - define UNITY_FLOAT_TYPE to specify doubles instead of single precision floats
+ *     - define UNITY_INCLUDE_DOUBLE to allow double floating point comparisons
+ *     - define UNITY_EXCLUDE_DOUBLE to disallow double floating point comparisons (default)
+ *     - define UNITY_DOUBLE_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_DOUBLE
+ *     - define UNITY_DOUBLE_TYPE to specify something other than double
+ *     - define UNITY_EXCLUDE_FLOAT_PRINT to trim binary size, won't print floating point values in errors
+
+ * Output
+ *     - by default, Unity prints to standard out with putchar.  define UNITY_OUTPUT_CHAR(a) with a different function if desired
+ *     - define UNITY_DIFFERENTIATE_FINAL_FAIL to print FAILED (vs. FAIL) at test end summary - for automated search for failure
+
+ * Optimization
+ *     - by default, line numbers are stored in unsigned shorts.  Define UNITY_LINE_TYPE with a different type if your files are huge
+ *     - by default, test and failure counters are unsigned shorts.  Define UNITY_COUNTER_TYPE with a different type if you want to save space or have more than 65535 Tests.
+
+ * Test Cases
+ *     - define UNITY_SUPPORT_TEST_CASES to include the TEST_CASE macro, though really it's mostly about the runner generator script
+
+ * Parameterized Tests
+ *     - you'll want to create a define of TEST_CASE(...), TEST_RANGE(...) and/or TEST_MATRIX(...) which basically evaluates to nothing
+
+ * Tests with Arguments
+ *     - you'll want to define UNITY_USE_COMMAND_LINE_ARGS if you have the test runner passing arguments to Unity
+
+ *-------------------------------------------------------
+ * Basic Fail and Ignore
+ *-------------------------------------------------------*/
+
+#define TEST_FAIL_MESSAGE(message)                                                                 UNITY_TEST_FAIL(__LINE__, (message))
+#define TEST_FAIL()                                                                                UNITY_TEST_FAIL(__LINE__, NULL)
+#define TEST_IGNORE_MESSAGE(message)                                                               UNITY_TEST_IGNORE(__LINE__, (message))
+#define TEST_IGNORE()                                                                              UNITY_TEST_IGNORE(__LINE__, NULL)
+#define TEST_MESSAGE(message)                                                                      UnityMessage((message), __LINE__)
+#define TEST_ONLY()
+#ifdef UNITY_INCLUDE_PRINT_FORMATTED
+#define TEST_PRINTF(message, ...)                                                                  UnityPrintF(__LINE__, (message), ##__VA_ARGS__)
+#endif
+
+/* It is not necessary for you to call PASS. A PASS condition is assumed if nothing fails.
+ * This method allows you to abort a test immediately with a PASS state, ignoring the remainder of the test. */
+#define TEST_PASS()                                                                                TEST_ABORT()
+#define TEST_PASS_MESSAGE(message)                                                                 do { UnityMessage((message), __LINE__); TEST_ABORT(); } while (0)
+
+/*-------------------------------------------------------
+ * Build Directives
+ *-------------------------------------------------------
+
+ * These macros do nothing, but they are useful for additional build context.
+ * Tools (like Ceedling) can scan for these directives and make use of them for 
+ * per-test-executable #include search paths and linking. */
+
+/* Add source files to a test executable's compilation and linking. Ex: TEST_SOURCE_FILE("sandwiches.c") */
+#define TEST_SOURCE_FILE(a)
+
+/* Customize #include search paths for a test executable's compilation. Ex: TEST_INCLUDE_PATH("src/module_a/inc") */
+#define TEST_INCLUDE_PATH(a)
+
+/*-------------------------------------------------------
+ * Test Asserts (simple)
+ *-------------------------------------------------------*/
+
+/* Boolean */
+#define TEST_ASSERT(condition)                                                                     UNITY_TEST_ASSERT(       (condition), __LINE__, " Expression Evaluated To FALSE")
+#define TEST_ASSERT_TRUE(condition)                                                                UNITY_TEST_ASSERT(       (condition), __LINE__, " Expected TRUE Was FALSE")
+#define TEST_ASSERT_UNLESS(condition)                                                              UNITY_TEST_ASSERT(      !(condition), __LINE__, " Expression Evaluated To TRUE")
+#define TEST_ASSERT_FALSE(condition)                                                               UNITY_TEST_ASSERT(      !(condition), __LINE__, " Expected FALSE Was TRUE")
+#define TEST_ASSERT_NULL(pointer)                                                                  UNITY_TEST_ASSERT_NULL(    (pointer), __LINE__, " Expected NULL")
+#define TEST_ASSERT_NOT_NULL(pointer)                                                              UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, " Expected Non-NULL")
+#define TEST_ASSERT_EMPTY(pointer)                                                                 UNITY_TEST_ASSERT_EMPTY(    (pointer), __LINE__, " Expected Empty")
+#define TEST_ASSERT_NOT_EMPTY(pointer)                                                             UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, " Expected Non-Empty")
+
+/* Integers (of all sizes) */
+#define TEST_ASSERT_EQUAL_INT(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT8(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT16(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT32(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT64(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT8(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT16(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT32(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT64(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_size_t(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_UINT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX8(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX16(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX32(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX64(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_CHAR(expected, actual)                                                   UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS(mask, expected, actual)                                                   UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS_HIGH(mask, actual)                                                        UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BITS_LOW(mask, actual)                                                         UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(0), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BIT_HIGH(bit, actual)                                                          UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
+#define TEST_ASSERT_BIT_LOW(bit, actual)                                                           UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(0), (actual), __LINE__, NULL)
+
+/* Integer Not Equal To (of all sizes) */
+#define TEST_ASSERT_NOT_EQUAL_INT(threshold, actual)                                               UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT8(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT16(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT32(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_INT64(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT8(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT16(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT32(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_UINT64(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_size_t(threshold, actual)                                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX8(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX16(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX32(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_HEX64(threshold, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_CHAR(threshold, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+/* Integer Greater Than/ Less Than (of all sizes) */
+#define TEST_ASSERT_GREATER_THAN(threshold, actual)                                                UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT(threshold, actual)                                            UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT8(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT16(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT32(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_INT64(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT8(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT16(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT32(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_UINT64(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_size_t(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX8(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX16(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX32(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_HEX64(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_CHAR(threshold, actual)                                           UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_LESS_THAN(threshold, actual)                                                   UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT(threshold, actual)                                               UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT8(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT16(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT32(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_INT64(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT8(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT16(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT32(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_UINT64(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_size_t(threshold, actual)                                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX8(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX16(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX32(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_HEX64(threshold, actual)                                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_CHAR(threshold, actual)                                              UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_GREATER_OR_EQUAL(threshold, actual)                                            UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT(threshold, actual)                                        UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT8(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT16(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT32(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT64(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_size_t(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR(threshold, actual)                                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+#define TEST_ASSERT_LESS_OR_EQUAL(threshold, actual)                                               UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT(threshold, actual)                                           UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT8(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT16(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT32(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_INT64(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT8(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT16(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT32(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT64(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_size_t(threshold, actual)                                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX8(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX16(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX32(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX64(threshold, actual)                                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_CHAR(threshold, actual)                                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
+
+/* Integer Ranges (of all sizes) */
+#define TEST_ASSERT_INT_WITHIN(delta, expected, actual)                                            UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT8_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT16_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT32_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_INT64_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT8_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT16_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT32_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_UINT64_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_size_t_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX_WITHIN(delta, expected, actual)                                            UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX8_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX16_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX32_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_HEX64_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_CHAR_WITHIN(delta, expected, actual)                                           UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+
+/* Integer Array Ranges (of all sizes) */
+#define TEST_ASSERT_INT_ARRAY_WITHIN(delta, expected, actual, num_elements)                        UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT8_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT16_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT32_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_INT64_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT8_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT16_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT32_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_UINT64_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_size_t_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX_ARRAY_WITHIN(delta, expected, actual, num_elements)                        UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX8_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX16_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX32_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_HEX64_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+#define TEST_ASSERT_CHAR_ARRAY_WITHIN(delta, expected, actual, num_elements)                       UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
+
+
+/* Structs and Strings */
+#define TEST_ASSERT_EQUAL_PTR(expected, actual)                                                    UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING_LEN(expected, actual, len)                                        UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_MEMORY(expected, actual, len)                                            UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, NULL)
+
+/* Arrays */
+#define TEST_ASSERT_EQUAL_INT_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT8_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT16_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT32_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_INT64_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT8_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT16_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT32_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_UINT64_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_size_t_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX8_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX16_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX32_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_HEX64_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_PTR_ARRAY(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_STRING_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_MEMORY_ARRAY(expected, actual, len, num_elements)                        UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_CHAR_ARRAY(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+
+/* Arrays Compared To Single Value */
+#define TEST_ASSERT_EACH_EQUAL_INT(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT8(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT16(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT32(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_INT64(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT8(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT16(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT32(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_UINT64(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_size_t(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX8(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX16(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX32(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_HEX64(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_PTR(expected, actual, num_elements)                                 UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_STRING(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_MEMORY(expected, actual, len, num_elements)                         UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_CHAR(expected, actual, num_elements)                                UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, NULL)
+
+/* Floating Point (If Enabled) */
+#define TEST_ASSERT_FLOAT_WITHIN(delta, expected, actual)                                          UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_NOT_WITHIN(delta, expected, actual)                                      UNITY_TEST_ASSERT_FLOAT_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_FLOAT(expected, actual)                                                  UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_FLOAT(expected, actual)                                              UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_ARRAY_WITHIN(delta, expected, actual, num_elements)                      UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_FLOAT_ARRAY(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_FLOAT(expected, actual, num_elements)                               UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_FLOAT(threshold, actual)                                          UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT(threshold, actual)                                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_FLOAT(threshold, actual)                                             UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT(threshold, actual)                                         UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_INF(actual)                                                           UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NEG_INF(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NAN(actual)                                                           UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_DETERMINATE(actual)                                                   UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_INF(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF(actual)                                                   UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_NAN(actual)                                                       UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE(actual)                                               UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
+
+/* Double (If Enabled) */
+#define TEST_ASSERT_DOUBLE_WITHIN(delta, expected, actual)                                         UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_NOT_WITHIN(delta, expected, actual)                                     UNITY_TEST_ASSERT_DOUBLE_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_DOUBLE(expected, actual)                                                 UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL_DOUBLE(expected, actual)                                             UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN(delta, expected, actual, num_elements)                     UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY(expected, actual, num_elements)                             UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_EACH_EQUAL_DOUBLE(expected, actual, num_elements)                              UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_THAN_DOUBLE(threshold, actual)                                         UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE(threshold, actual)                                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_THAN_DOUBLE(threshold, actual)                                            UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE(threshold, actual)                                        UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_INF(actual)                                                          UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NEG_INF(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NAN(actual)                                                          UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_DETERMINATE(actual)                                                  UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_INF(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF(actual)                                                  UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_NAN(actual)                                                      UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, NULL)
+#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE(actual)                                              UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
+
+/* Shorthand */
+#ifdef UNITY_SHORTHAND_AS_OLD
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
+#endif
+#ifdef UNITY_SHORTHAND_AS_INT
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef UNITY_SHORTHAND_AS_MEM
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, NULL)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef UNITY_SHORTHAND_AS_RAW
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, " Expected Equal")
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
+#endif
+#ifdef UNITY_SHORTHAND_AS_NONE
+#define TEST_ASSERT_EQUAL(expected, actual)                                                        UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#define TEST_ASSERT_NOT_EQUAL(expected, actual)                                                    UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+
+/*-------------------------------------------------------
+ * Test Asserts (with additional messages)
+ *-------------------------------------------------------*/
+
+/* Boolean */
+#define TEST_ASSERT_MESSAGE(condition, message)                                                    UNITY_TEST_ASSERT(       (condition), __LINE__, (message))
+#define TEST_ASSERT_TRUE_MESSAGE(condition, message)                                               UNITY_TEST_ASSERT(       (condition), __LINE__, (message))
+#define TEST_ASSERT_UNLESS_MESSAGE(condition, message)                                             UNITY_TEST_ASSERT(      !(condition), __LINE__, (message))
+#define TEST_ASSERT_FALSE_MESSAGE(condition, message)                                              UNITY_TEST_ASSERT(      !(condition), __LINE__, (message))
+#define TEST_ASSERT_NULL_MESSAGE(pointer, message)                                                 UNITY_TEST_ASSERT_NULL(    (pointer), __LINE__, (message))
+#define TEST_ASSERT_NOT_NULL_MESSAGE(pointer, message)                                             UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, (message))
+#define TEST_ASSERT_EMPTY_MESSAGE(pointer, message)                                                UNITY_TEST_ASSERT_EMPTY(    (pointer), __LINE__, (message))
+#define TEST_ASSERT_NOT_EMPTY_MESSAGE(pointer, message)                                            UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, (message))
+
+/* Integers (of all sizes) */
+#define TEST_ASSERT_EQUAL_INT_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT8_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT16_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT32_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT64_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT8_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT16_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT32_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT64_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_size_t_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX8_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX16_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX32_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX64_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_MESSAGE(mask, expected, actual, message)                                  UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_HIGH_MESSAGE(mask, actual, message)                                       UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
+#define TEST_ASSERT_BITS_LOW_MESSAGE(mask, actual, message)                                        UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(0), (actual), __LINE__, (message))
+#define TEST_ASSERT_BIT_HIGH_MESSAGE(bit, actual, message)                                         UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
+#define TEST_ASSERT_BIT_LOW_MESSAGE(bit, actual, message)                                          UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(0), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_CHAR_MESSAGE(expected, actual, message)                                  UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, (message))
+
+/* Integer Not Equal To (of all sizes) */
+#define TEST_ASSERT_NOT_EQUAL_INT_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_INT64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT8_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT16_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT32_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_UINT64_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_size_t_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_HEX64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_CHAR_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+
+/* Integer Greater Than/ Less Than (of all sizes) */
+#define TEST_ASSERT_GREATER_THAN_MESSAGE(threshold, actual, message)                               UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT8_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT16_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT32_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_INT64_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_UINT64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_size_t_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX8_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX16_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX32_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_HEX64_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_CHAR_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_LESS_THAN_MESSAGE(threshold, actual, message)                                  UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_INT64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT8_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT16_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT32_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_UINT64_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_size_t_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX8_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX16_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX32_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_HEX64_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_CHAR_MESSAGE(threshold, actual, message)                             UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_GREATER_OR_EQUAL_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT8_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT16_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT32_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_INT64_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_size_t_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message)                      UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+#define TEST_ASSERT_LESS_OR_EQUAL_MESSAGE(threshold, actual, message)                              UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT_MESSAGE(threshold, actual, message)                          UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_INT64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_size_t_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
+
+/* Integer Ranges (of all sizes) */
+#define TEST_ASSERT_INT_WITHIN_MESSAGE(delta, expected, actual, message)                           UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT8_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT16_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT32_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_INT64_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT8_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT16_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT32_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_UINT64_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_size_t_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX_WITHIN_MESSAGE(delta, expected, actual, message)                           UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX8_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX16_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX32_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_HEX64_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_CHAR_WITHIN_MESSAGE(delta, expected, actual, message)                          UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, (message))
+
+/* Integer Array Ranges (of all sizes) */
+#define TEST_ASSERT_INT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)       UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_INT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_UINT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_size_t_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)       UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_HEX64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+#define TEST_ASSERT_CHAR_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)      UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
+
+
+/* Structs and Strings */
+#define TEST_ASSERT_EQUAL_PTR_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_LEN_MESSAGE(expected, actual, len, message)                       UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_MEMORY_MESSAGE(expected, actual, len, message)                           UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, (message))
+
+/* Arrays */
+#define TEST_ASSERT_EQUAL_INT_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT8_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT16_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT32_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_INT64_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT8_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT16_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT32_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_UINT64_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_size_t_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX8_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX16_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX32_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_HEX64_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_PTR_ARRAY_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_STRING_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_MEMORY_ARRAY_MESSAGE(expected, actual, len, num_elements, message)       UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_CHAR_ARRAY_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+
+/* Arrays Compared To Single Value*/
+#define TEST_ASSERT_EACH_EQUAL_INT_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT8_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT16_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT32_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_INT64_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT8_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT16_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT32_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_UINT64_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_size_t_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX8_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX16_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX32_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_HEX64_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_PTR_MESSAGE(expected, actual, num_elements, message)                UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_STRING_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_MEMORY_MESSAGE(expected, actual, len, num_elements, message)        UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_CHAR_MESSAGE(expected, actual, num_elements, message)               UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, (message))
+
+/* Floating Point (If Enabled) */
+#define TEST_ASSERT_FLOAT_WITHIN_MESSAGE(delta, expected, actual, message)                         UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_FLOAT_MESSAGE(expected, actual, message)                                 UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_FLOAT_MESSAGE(expected, actual, message)                             UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)     UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_FLOAT_ARRAY_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_FLOAT_MESSAGE(expected, actual, num_elements, message)              UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_FLOAT_MESSAGE(threshold, actual, message)                         UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message)                     UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_FLOAT_MESSAGE(threshold, actual, message)                            UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_INF_MESSAGE(actual, message)                                          UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NEG_INF_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NAN_MESSAGE(actual, message)                                          UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_DETERMINATE_MESSAGE(actual, message)                                  UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_INF_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF_MESSAGE(actual, message)                                  UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_NAN_MESSAGE(actual, message)                                      UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE_MESSAGE(actual, message)                              UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, (message))
+
+/* Double (If Enabled) */
+#define TEST_ASSERT_DOUBLE_WITHIN_MESSAGE(delta, expected, actual, message)                        UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_DOUBLE_MESSAGE(expected, actual, message)                                UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_DOUBLE_MESSAGE(expected, actual, message)                            UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message)    UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY_MESSAGE(expected, actual, num_elements, message)            UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_EACH_EQUAL_DOUBLE_MESSAGE(expected, actual, num_elements, message)             UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, (message))
+#define TEST_ASSERT_GREATER_THAN_DOUBLE_MESSAGE(threshold, actual, message)                        UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message)                    UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_THAN_DOUBLE_MESSAGE(threshold, actual, message)                           UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message)                       UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_INF_MESSAGE(actual, message)                                         UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NEG_INF_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NAN_MESSAGE(actual, message)                                         UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_DETERMINATE_MESSAGE(actual, message)                                 UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_INF_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF_MESSAGE(actual, message)                                 UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_NAN_MESSAGE(actual, message)                                     UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, (message))
+#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE_MESSAGE(actual, message)                             UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, (message))
+
+/* Shorthand */
+#ifdef UNITY_SHORTHAND_AS_OLD
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, (message))
+#endif
+#ifdef UNITY_SHORTHAND_AS_INT
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef  UNITY_SHORTHAND_AS_MEM
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+#ifdef  UNITY_SHORTHAND_AS_RAW
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, message)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, message)
+#endif
+#ifdef UNITY_SHORTHAND_AS_NONE
+#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message)                                       UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message)                                   UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
+#endif
+
+/* end of UNITY_FRAMEWORK_H */
+#ifdef __cplusplus
+}
+#endif
+#endif