Rectified the averaging operation

Author: AnirudhBHarish

c_reference/src/Makefile

@@ -6,7 +6,7 @@ include ../config.mk
 INCLUDE_DIR=../include
 IFLAGS = -I $(INCLUDE_DIR)
 
-all: utils.o fastgrnn.o classifier.o rnnpool.o quantized_utils.o quantized_fastgrnn.o quantized_rnnpool.o quantized_mbconv.o conv1d.o conv_utils.o
+all: conv1d.o conv_utils.o utils.o fastgrnn.o classifier.o rnnpool.o quantized_utils.o quantized_fastgrnn.o quantized_rnnpool.o quantized_mbconv.o 
 
 conv_utils.o : conv_utils.c
 	$(CC) -o $@ $(IFLAGS) $(CFLAGS) -c $^

c_reference/src/conv1d.c

@@ -193,16 +193,16 @@ int AvgPool1D(float *output_signal, unsigned out_T, const float *input_signal, u
                     sum += (input_signal[((tf + t) - padding) * in_channels + ci]);
             }
             if(activations == 1){
-                output_signal[t * in_channels + ci] = sigmoid(sum);     
+                output_signal[t * in_channels + ci] = sigmoid(sum/(float)kernel_size);     
             }
             else if(activations == 2){
-                output_signal[t * in_channels + ci] = tanh(sum);
+                output_signal[t * in_channels + ci] = tanh(sum/(float)kernel_size);
             }
             else if(activations == 3){
-                output_signal[t * in_channels + ci] = relu(sum);
+                output_signal[t * in_channels + ci] = relu(sum/(float)kernel_size);
             }
             else{
-                output_signal[t * in_channels + ci] = sum;
+                output_signal[t * in_channels + ci] = sum/(float)kernel_size;
             }
 
         }