With great desire in AI applications, deep learning software framework provides an easy and fast way for manufactures to develop their own applications. However, different frameworks show different performance under different scenarios. It is necessary to formulate a Recommendation to evaluate the deep learning software frameworks to help manufactures take full advantage of certain framework and avoid disadvantages of others.