Posts by Yu-Te Cheng
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
Data Science
Nov 05, 2020
Discovering GPU-friendly Deep Neural Networks with Unified Neural Architecture Search
After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example, high...
9 MIN READ
Data Science
Jun 20, 2019
Object Detection and Lane Segmentation Using Multiple Accelerators with DRIVE AGX
Autonomous vehicles require fast and accurate perception of the surrounding environment in order to accomplish a wide set of tasks concurrently in real time....
17 MIN READ