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https://github.com/augustin64/projet-tipe
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Add 'get_function_activation' function
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@ -4,6 +4,7 @@
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#include "include/function.h"
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float max(float a, float b) {
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return a < b ? b:a;
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}
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@ -100,3 +101,32 @@ void choose_apply_function_vector(int activation, float*** input, int dim) {
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printf("Erreur, fonction d'activation inconnue (choose_apply_function_vector): %d\n", activation);
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}
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}
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ptr get_function_activation(int activation) {
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if (activation == RELU) {
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return &relu;
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} else if (activation == -RELU) {
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return &relu_derivative;
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} else if (activation == SIGMOID) {
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return &sigmoid;
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} else if (activation == -SIGMOID) {
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return &sigmoid_derivative;
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} else if (activation == SOFTMAX) {
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printf("Erreur, impossible de renvoyer la fonction softmax");
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return NULL;
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} else if (activation == -SOFTMAX) {
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printf("Erreur, impossible de renvoyer la dérivée de la fonction softmax");
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return NULL;
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} else if (activation == TANH) {
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return &tanh_;
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} else if (activation == -TANH) {
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return &tanh_derivative;
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} else {
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printf("Erreur, fonction d'activation inconnue (choose_apply_function_vector): %d\n", activation);
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return NULL;
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}
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}
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// to use:
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// float a = 5; int activation;
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// pm u = get_function_activation;
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// printf("%f", (*u(activation))(a));
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@ -2,13 +2,15 @@
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#define DEF_FUNCTION_H
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typedef float (*returnFunctionType)(float, float);
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// Les dérivées sont l'opposé
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#define TANH 1
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#define SIGMOID 2
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#define RELU 3
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#define SOFTMAX 4
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typedef float (*ptr)(float);
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typedef ptr (*pm)();
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/*
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* Fonction max pour les floats
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*/
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@ -46,4 +48,6 @@ void choose_apply_function_matrix(int activation, float*** input, int depth, int
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*/
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void choose_apply_function_vector(int activation, float*** input, int dim);
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ptr get_function_activation(int activation);
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#endif
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