12/2/2023 0 Comments Jetson agx orin benchmarkTransform the Jetson AGX Orin Developer Kit into any Jetson Orin module Whether you are developing for robotics, video analytics, or any other use case, the capability of this one developer kit brings many benefits. This also simplifies CI/CD infrastructure. The developer kit can accurately emulate the performance of any Jetson Orin modules by configuring the hardware features and clocks to match that of the target module.ĭevelopment teams benefit from the simplicity of needing only one type of developer kit, irrespective of which modules are targeted for production. The developer kit’s ability to natively emulate performance for any of the modules lets you start now and shorten your time to market. You can begin development today for any Jetson Orin module using the Jetson AGX Orin Developer Kit. This shared architecture means you can develop software for one Jetson Orin module and then easily deploy it to any of the others. With up to 40 TOPS of AI performance, Orin Nano modules set the new standard for entry-level AI, just as Jetson AGX Orin is already redefining robotics and other autonomous edge use cases with 275 TOPS of server class compute performance.Īll Jetson Orin modules and the Jetson AGX Orin Developer Kit are based on a single SoC architecture with an NVIDIA Ampere Architecture GPU, a high-performance CPU, and the latest accelerators. The Jetson Orin NX 16 GB is available now for $599 (1KU+).With the Jetson Orin Nano announcement this week at GTC, the entire Jetson Orin module lineup is now revealed. For more information and support, see the NVIDIA Embedded Developer page and the Jetson forums. Read the NVIDIA Jetson Orin NX documentation available at the Jetson download center. Get started with the Jetson AGX Orin Developer Kit now. The NVIDIA Jetson AGX Orin Developer Kit is also available now and supports software emulation for the entire family of Jetson Orin modules, including the Jetson Orin NX 16 GB module. Partner-supported HW systems (carrier boards & full system).NVIDIA JetPack 5.1, also released today, brings support for the Orin NX 16 GB and the latest CUDA-X stack on Jetson Orin.Īdditionally, the Jetson partner ecosystem supports a broad range of carrier boards and peripherals for the Jetson Orin NX 16 GB module, such as sensors, cameras, connectivity modules (5G, 4G, Wi-Fi), and more. Supported by an ecosystem of services and products, your road to market has never been faster. With sparsity, you can take advantage of the fine-grained structured sparsity in deep learning networks to increase the throughput for Tensor Core operations.įigure 1: Computer vision pretrained models benchmarksĪll Jetson Orin modules run the world-standard NVIDIA AI software stack. Jetson Orin NX also brings support for sparsity, which will enable even greater performance. Other Jetson devices have increased performance by 1.5x since their first supporting software release, similar is anticipated for the Jetson Orin NX 16 GB. With future software optimizations, this is expected to approach 3.1x for dense benchmarks. Taking the geomean of these benchmarks, Jetson Orin NX shows a 2.1x performance increase compared to Jetson Xavier NX. NVIDIA BodyPoseNet for multiperson human pose estimation.NVIDIA DashCamNet for object detection and labeling.NVIDIA LPRNet for license plate recognition.NVIDIA ActionRecognitionNet for 2D and 3D models.
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