JetPack
A software development kit provided by NVIDIA for its Jetson series edge computing modules. It integrates a Linux operating system, CUDA, cuDNN, TensorRT, and other AI acceleration components. Different versions are tightly coupled to specific hardware drivers and corresponding CUDA versions.
Timeline (last 90 days)
Container images are typically tightly bound to a specific JetPack version; if the versions do not match, GPU acceleration inside the container will fail to work properly or even fail to start.
The older Jetson Nano supports only up to JetPack 4.6.x, corresponding to CUDA 10.2, which prevents newer framework versions such as PyTorch 2.x and TensorFlow 2.15+ from being natively compiled and run
The Jetson Orin series supports JetPack 6.x, compatible with CUDA 12.x and the latest AI framework ecosystem
All Facts (4)
Seed Studios的ReComputer将NVIDIA硬件与摄像头等外设以及JetPack软件包整合在一起
80%UnverifiedContainer images are typically tightly bound to a specific JetPack version; if the versions do not match, GPU acceleration inside the container will fail to work properly or even fail to start.
50%UnverifiedThe older Jetson Nano supports only up to JetPack 4.6.x, corresponding to CUDA 10.2, which prevents newer framework versions such as PyTorch 2.x and TensorFlow 2.15+ from being natively compiled and run
50%UnverifiedThe Jetson Orin series supports JetPack 6.x, compatible with CUDA 12.x and the latest AI framework ecosystem
50%