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.
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Posts by Houman Abbasian

Data Science Jul 20, 2021

Speeding Up Deep Learning Inference Using TensorFlow, ONNX, and NVIDIA TensorRT

This post was updated July 20, 2021 to reflect NVIDIA TensorRT 8.0 updates. In this post, you learn how to deploy TensorFlow trained deep learning models using... 15 MIN READ
Computer Vision / Video Analytics Jul 20, 2021

Speeding Up Deep Learning Inference Using NVIDIA TensorRT (Updated)

This post was updated July 20, 2021 to reflect NVIDIA TensorRT 8.0 updates. NVIDIA TensorRT is an SDK for deep learning inference. TensorRT provides APIs and... 22 MIN READ
Data Science Apr 21, 2020

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