import paddle.v2.framework.layers as layers def simple_img_conv_pool(input, filter_size, num_filters, pool_size, pool_stride, act, program=None): conv_out = layers.conv2d( input=input, num_filters=num_filters, filter_size=filter_size, act=act, program=program) pool_out = layers.pool2d( input=conv_out, pool_size=pool_size, pool_type='max', pool_stride=pool_stride, program=program) return pool_out