prepare neural network file funkiton erstellt (alle zusammen)
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@ -4,11 +4,55 @@
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#include <math.h>
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#include "unity.h"
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#include "neuralNetwork.h"
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#define IDENT_TAG "__info2_neural_network_file_format__"
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static void writeWeights(Layer layer, FILE *file)
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{
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fwrite(&layer.weights.rows, sizeof(unsigned int), 1, file);
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fwrite(&layer.weights.cols, sizeof(unsigned int), 1, file);
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fwrite(layer.weights.buffer, sizeof(float ), layer.weights.rows * layer.weights.cols, file);
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}
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static void writeBiases(Layer layer, FILE *file)
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{
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fwrite(&layer.biases.rows, sizeof(unsigned int), 1, file);
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fwrite(&layer.biases.cols, sizeof(unsigned int), 1, file);
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fwrite(layer.biases.buffer, sizeof(float ), layer.biases.rows * layer.biases.cols, 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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//TODO
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//file erstellen und zum binärschreiben öffnen
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FILE *file = fopen(path, "wb");
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if(!file)
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return;
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//header reinschreiben
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const char *header = IDENT_TAG;
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fwrite(header, sizeof(char), strlen(header), file);
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//einfachheitshalber ein layer erstellen
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fwrite(&nn.numberOfLayers, sizeof(unsigned int), 1, file);
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for (unsigned int i = 0; i < nn.numberOfLayers; i++)
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{
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Layer layer = nn.layers[i];
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//activationType initialisieren (formt ergebnis der matritzenmultiplikation um, damit es in einem neuronalen Netzwerk sinnvoll weiterverwendet werden kann.)
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unsigned int activationType = 1; //Aktivirungstyp id (zb 1 für ReLU)
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fwrite(&activationType, sizeof(unsigned int), 1, file);
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//dimensionen festlegen(weights)
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writeWeights(layer, file);
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//dimension festlegen(bias)
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writeBiases(layer, file);
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}
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fclose(file);
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}
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void test_loadModelReturnsCorrectNumberOfLayers(void)
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