Adding files

2024-07-19 13:30:31 +03:00
commit 08fb8ef728
7245 changed files with 3055662 additions and 0 deletions
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+#ifndef FULLY_CONNECTED_H
+#define FULLY_CONNECTED_H
+
+#include <stdint.h>
+
+void mlp_layer(int input[], int output[], int num_inputs, int num_outputs, const int weights[][num_inputs], const int bias[], const int bias_shift_mode, const int quantized_multiplier, const int out_shift_rl){
+
+	// Compute the output for each neuron
+    	int z, w, inp, quant_prod;
+    	
+    	for (int i = 0; i < num_outputs; i++) {
+    		z = bias[i];
+        	
+        	for (int j = 0; j < num_inputs; j++) {
+        		w = weights[i][j];
+        		inp = input[j];
+        		z += w*inp;
+        	}
+        	quant_prod = quantized_multiplier * z + (1 << (out_shift_rl-1));
+        	quant_prod = quant_prod >> out_shift_rl;
+        
+        	if(quant_prod < 0) quant_prod = 0;
+        	if(quant_prod > 255) quant_prod = 255;
+        	
+        	output[i] = quant_prod;
+ 	}
+}
+#endif /* FULLY_CONNECTED_H */