Houman Abbasian

Houman is a senior deep learning software engineer at NVIDIA. He has been working on developing and productizing NVIDIA's deep learning solutions in autonomous driving vehicles, improving inference speed, accuracy and power consumption of DNN and implementing and experimenting with new ideas to improve NVIDIA's automotive DNNs. He received his Ph.D in Computer Science from University of Ottawa, where he focused on machine learning.

Posts by Houman Abbasian

AI / Deep Learning

Speeding Up Deep Learning Inference Using TensorRT

This is an updated version of How to Speed Up Deep Learning Inference Using TensorRT. This version starts from a PyTorch model instead of the ONNX model… 22 MIN READ
AI / Deep Learning

Speeding up Deep Learning Inference Using TensorFlow, ONNX, and TensorRT

Starting with TensorRT 7.0, the Universal Framework Format (UFF) is being deprecated. In this post, you learn how to deploy TensorFlow trained deep learning… 15 MIN READ