Mipsology develops state-of-the-art FPGA-based accelerators for Deep Learning Inference. Software developed by Mipsology ensures high performance and flexibility while saving users time that’s often lost when deploying neural networks after each training. The software runs on main frameworks: PyTorch, TensorFlow and ONNX and is easily deployed using best in class FPGA technology. Accelerators developed by Mipsology can replace CPUs/GPUs by providing very fast speed of execution, ease of deployment, and accommodations for a range of Neural Networks and Frameworks. The 31 US and international patents and patent applications drafted by IP Jurists PC cover AI behind Mipsology’s accelerators designed to eliminate the challenging task of programming an FPGA for DL Inference.