FPGA Acceleration will soon offer acceleration services for numerical codes, machine learning algorithms, and services for adapting Python algorithms to FPGA.
Advantages of FPGAs over GPUs include higher energy efficiency, lower latency, and customizable hardware architectures tailored to specific applications.