unittests bestanden
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@ -5,29 +5,44 @@
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#include "unity.h"
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#include "neuralNetwork.h"
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static void erzeugeMatrix(FILE *file, const Matrix *m)
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static void writeLayer(FILE *file, const Matrix weights, const Matrix biases, unsigned int inputDim)
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{
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fwrite(&m->rows, sizeof(int), 1, file);
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fwrite(&m->cols, sizeof(int), 1, file);
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fwrite(m->buffer, sizeof(MatrixType), m->rows * m->cols, file);
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unsigned int outputDim = (unsigned int)weights.rows;
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fwrite(&outputDim, sizeof(unsigned int), 1, file);
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if (weights.buffer != NULL)
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fwrite(weights.buffer, sizeof(MatrixType), outputDim * inputDim, file);
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if (biases.buffer != NULL)
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fwrite(biases.buffer, sizeof(MatrixType), outputDim, file);
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}
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static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
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{
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FILE *file = fopen(path, "wb");
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if (!file)
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return;
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if (!file) return;
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const char *header = "__info2_neural_network_file_format__";
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fwrite(header, sizeof(char), strlen(header), file);
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fwrite(&nn.numberOfLayers, sizeof(int), 1, file);
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const char tag[] = "__info2_neural_network_file_format__";
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fwrite(tag, sizeof(char), strlen(tag), file);
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if (nn.numberOfLayers == 0)
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{
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unsigned int zero = 0;
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fwrite(&zero, sizeof(unsigned int), 1, file);
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fclose(file);
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return;
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}
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unsigned int inputDim = (unsigned int)nn.layers[0].weights.cols;
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fwrite(&inputDim, sizeof(unsigned int), 1, file);
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for (int i = 0; i < nn.numberOfLayers; i++)
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{
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erzeugeMatrix(file, &nn.layers[i].weights);
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erzeugeMatrix(file, &nn.layers[i].biases);
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writeLayer(file, nn.layers[i].weights, nn.layers[i].biases, inputDim);
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inputDim = (unsigned int)nn.layers[i].weights.rows;
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}
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unsigned int zero = 0;
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fwrite(&zero, sizeof(unsigned int), 1, file);
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fclose(file);
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}
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