Starting on the model.h, but need to make layer structs and structs for loss and optimizers

2026-05-30 09:13:52 +02:00
parent cb65174cf4
commit edad247227
30 changed files with 1879 additions and 159 deletions
@@ -0,0 +1,21 @@
+#pragma once
+
+#include "core/omp_config.h"
+
+#include "utils/vector.h"
+#include "utils/matrix.h"
+
+namespace neural_networks{
+
+
+template <typename T>
+	struct Layer {
+	    utils::Matrix<T> outputs;
+	    utils::Matrix<T> dinputs;
+
+	    virtual void forward(const utils::Matrix<T>& inputs) = 0;
+	    virtual void backward(const utils::Matrix<T>& dvalues) = 0;
+
+	    virtual ~Layer() = default;
+	};
+}