23.08 Jetson CUDA-X AI Developer Preview
23.08 Jetson CUDA-X AI Developer Preview provides an early look at a new PVA-Accelerated RetinaNet TopK-NMS Plugin exposed via “libcupvadlops.so” Library.
RetinaNet TopK-NMS Acceleration using PVA
- Programmable Vision Accelerator (PVA) is a multi-core DSP in Tegra Orin SOC designed for efficient execution of classical CV and DL pre/post processing tasks.
- The debian package “cupva-algos-gen2-2.0.0-cupva_algo_dlops.deb” provides the APIs and the library (libcupvadlops.so) for using the PVA-accelerated TopK/NMS
- For more information on the package check the README.md included in the debian package
- For usage and sample application refer to the NMSPVAPlugin in NVIDIA’s MLPerf-Inference 3.1 submission
- Only Jetson AGX Orin and Jetson Orin NX are supported.
23.08 Jetson CUDA-X AI Developer Preview |
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| libcupvadlops.so |
Installing 23.08 Jetson CUDA-X AI Developer Preview:
Follow these command instructions to flash your Jetson AGX Orin or Jetson Orin NX with JetPack 5.1.1 and follow the README file present in the cupva-algos-gen2-2.0.0-cupva_algo_dlops.deb.