Compare argmax op in different system/libries

• Eigen : tensorflow's choice, with tensor support
• mxnet : handcrafted argmax, with tensor support
• cublas : amax, absolute max, not argmax, only support vector
• cub : nvidia-cub, support vector and batch-vector

cub has the best performance than others