9-page tech note evaluates the performance and efficiency of Deep Learning inference on Intel Programmable Acceleration Card (PAC) FPGA on Dell EMC PowerEdge R740/R740xd server. The objective is not only to report on real-world inferencing performance but also examine the end-to-end use case of the Intel PAC FPGA solution.