from tensorflow.keras.layers import Dense, Conv2D, MaxPool2D, Flatten


		# final convolutional layer
		#removed GOAL_SIZE
		conv4    =  Conv2D(padding="valid", filters=RNN_SIZE-loc_layer_size, kernel_size=[2, 2],   strides=1, data_format='channels_last', kernel_initializer=w_init,activation=None)(pool3)

		# FC layers
