Robotics

NVIDIA JetPack 3.2 Production Release Now Available

Mar 09, 2018
By Brad Nemire
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AI-Generated Summary
  • JetPack 3.2 with L4T R28.2 is the latest production software release for Jetson TX2, Jetson TX2i, and Jetson TX1.
  • The release bundles TensorRT, cuDNN, CUDA Toolkit, VisionWorks, GStreamer, and OpenCV on top of L4T with an LTS Linux kernel.
  • TensorRT adds support for TensorFlow models and delivers up to 15% performance-per-watt improvement for deep learning applications.
  • cuDNN introduces grouped convolution without API changes and a new CTC Loss Layer for RNNs.
  • L4T provides out-of-the-box kernel support for Docker.

Next Step

  • Download JetPack 3.2 to install the latest production software for Jetson platforms.
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JetPack 3.2 with L4T R28.2 is the latest production software release for NVIDIA Jetson TX2, Jetson TX2i and Jetson TX1. It bundles all the Jetson platform software, including TensorRT, cuDNN, CUDA Toolkit, VisionWorks, GStreamer, and OpenCV, all built on top of L4T with LTS Linux kernel.

Jetson TX2 is the fastest, most power-efficient AI computing device. The latest addition to the industry-leading Jetson platform, this 7.5-watt supercomputer on a module brings true AI computing at the edge.

Updates for JetPack 3.2 include:

  • TensorRT: Support for TensorFlow models and Up to 15% perf/W improvement for deep learning applications
  • L4T: Out of the box kernel support for Docker
  • cuDNN: Grouped convolution without any API changes and support for new CTC Loss Layer for RNNs

Download now >

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Tags

Robotics | CUDA | cuDNN | TensorRT | News | Machine Learning & Artificial Intelligence

About the Authors

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About Brad Nemire
Brad Nemire leads the Developer Communications team at NVIDIA. Prior to NVIDIA, he worked at Arm on the Developer Relations team. Brad graduated from San Diego State University and currently resides in Silicon Valley.

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