DLA – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-08T23:46:38Z http://www.open-lab.net/blog/feed/ Lynette Zhao <![CDATA[Deploying YOLOv5 on NVIDIA Jetson Orin with cuDLA: Quantization-Aware Training to Inference]]> http://www.open-lab.net/blog/?p=69996 2023-09-07T18:38:16Z 2023-08-31T17:00:00Z 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...]]> 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...

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 Learning Accelerator (DLA), the dedicated deep learning inference engine that offers one-third of the AI compute on the AGX Orin platforms. This post is a deep technical dive into how embedded developers working with Orin platforms can��

Source

]]>
0
Ram Cherukuri <![CDATA[Maximizing Deep Learning Performance on NVIDIA Jetson Orin with DLA]]> http://www.open-lab.net/blog/?p=69416 2023-08-25T20:40:41Z 2023-08-16T18:04:49Z 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...]]> 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...Image of the Deep Learning Accelerator.

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 more compute on the SoC: The NVIDIA Orin SoC is powerful, with 275 peak AI TOPs, making it the best embedded and automotive AI platform. Did you know that almost 40% of these AI TOPs come from the two DLAs on NVIDIA Orin?

Source

]]>
0
Janusz Lisiecki <![CDATA[Research Unveils Breakthrough Deep Learning Tool for Understanding Neural Activity and Movement Control]]> http://www.open-lab.net/blog/?p=67932 2023-10-20T18:13:46Z 2023-07-18T16:00:00Z A primary goal in the field of neuroscience is understanding how the brain controls movement. By improving pose estimation, neurobiologists can more precisely...]]> A primary goal in the field of neuroscience is understanding how the brain controls movement. By improving pose estimation, neurobiologists can more precisely...A black and white GIF out a mouse walking on a wheel.

A primary goal in the field of neuroscience is understanding how the brain controls movement. By improving pose estimation, neurobiologists can more precisely quantify natural movement and in turn, better understand the neural activity that drives it. This enhances scientists�� ability to characterize animal intelligence, social interaction, and health.

Source

]]>
1
Jason Black <![CDATA[FAQ: Deep Learning Accelerator on NVIDIA Jetson]]> http://www.open-lab.net/blog/?p=59895 2023-08-15T16:33:38Z 2023-01-18T18:44:13Z Are you using the full potential of DLA on your NVIDIA Jetson module? Review this FAQ to make the most of your deep learning operations. ]]> Are you using the full potential of DLA on your NVIDIA Jetson module? Review this FAQ to make the most of your deep learning operations. Graphic with NVIDIA Jetson and deep learning framework.

Are you using the full potential of DLA on your NVIDIA Jetson module? Review this FAQ to make the most of your deep learning operations.

Source

]]>
0
Jason Black <![CDATA[Upcoming Event: Deep Learning Accelerator on the Jetson AGX Orin]]> http://www.open-lab.net/blog/?p=56035 2023-08-18T20:35:27Z 2022-10-11T21:10:56Z On October 18, learn how to unlock one-third of AI compute on the NVIDIA Jetson AGX Orin by leveraging Deep Learning Accelerator for your embedded AI...]]> On October 18, learn how to unlock one-third of AI compute on the NVIDIA Jetson AGX Orin by leveraging Deep Learning Accelerator for your embedded AI...

On October 18, learn how to unlock one-third of AI compute on the NVIDIA Jetson AGX Orin by leveraging Deep Learning Accelerator for your embedded AI applications.

Source

]]>
0
John Welsh <![CDATA[Getting Started with the Deep Learning Accelerator on NVIDIA Jetson Orin]]> http://www.open-lab.net/blog/?p=50980 2023-08-15T16:33:40Z 2022-07-29T16:00:00Z If you��re an active Jetson developer, you know that one of the key benefits of NVIDIA Jetson is that it combines a CPU and GPU into a single module, giving...]]> If you��re an active Jetson developer, you know that one of the key benefits of NVIDIA Jetson is that it combines a CPU and GPU into a single module, giving...Image of the Deep Learning Accelerator.

If you��re an active Jetson developer, you know that one of the key benefits of NVIDIA Jetson is that it combines a CPU and GPU into a single module, giving you the expansive NVIDIA software stack in a small, low-power package that can be deployed at the edge. Jetson also features a variety of other processors, including hardware accelerated encoders and decoders, an image signal processor��

Source

]]>
0
Brad Nemire <![CDATA[New on NGC Catalog: Samsung SDS Brightics, an AI Accelerator for Automating and Accelerating Deep Learning Training]]> https://news.www.open-lab.net/?p=19476 2023-08-15T16:33:41Z 2021-03-04T21:33:31Z Training AI models is an extremely time-consuming process. Without proper insight into a feasible alternative to time-consuming development and migration of...]]> Training AI models is an extremely time-consuming process. Without proper insight into a feasible alternative to time-consuming development and migration of...

Training AI models is an extremely time-consuming process. Without proper insight into a feasible alternative to time-consuming development and migration of model training to exploit the power of large, distributed clusters, training projects remain considerably long lasting. To address these issues, Samsung SDS developed the Brightics AI Accelerator. The Kubernetes-based��

Source

]]>
0
���˳���97caoporen����