Oliver Knieps

Oliver Knieps is a senior deep learning compiler engineer at NVIDIA, responsible for the Deep Learning Accelerator Compiler. He holds dual Master's degrees in Embedded Systems from Eindhoven University of Technology, the Netherlands, and KTH Royal Institute of Technology in Stockholm, Sweden.
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Posts by Oliver Knieps

Computer Vision / Video Analytics

Deploying YOLOv5 on NVIDIA Jetson Orin with cuDLA: Quantization-Aware Training to Inference

NVIDIA Jetson Orin is the best-in-class embedded platform for AI workloads. One of the key components of the Orin platform is the second-generation Deep... 11 MIN READ
Image of the Deep Learning Accelerator.

Maximizing Deep Learning Performance on NVIDIA Jetson Orin with DLA

NVIDIA Jetson Orin is the best-in-class embedded AI platform. The Jetson Orin SoC module has the NVIDIA Ampere architecture GPU at its core but there is a lot... 9 MIN READ
Data Science

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