Rock3/dev/rknn-toolkit-with-pc - Radxa Wiki

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< Rock3‎ | dev

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    ROCK 3 >  Development >  RKNN Toolkit with PC

Contents

1 Description
2 Setup steps

Description

This page describes how to inference on ROCK 3 connected with a PC. You may need to read rock3/dev/npu-run-test first.

Setup steps

Step 1: Install rockchip-adbd

 $ sudo apt-get install rockchip-adbd --upgrade

Step 2: Update rknn runtime

Follow rknn_server_proxy for updates the rknn runtime

Step 3: Run rknn_server_proxy

 $ start_rknn.sh

Step 4: Run rknn-toolkit2 demo

Clone or download the rknn-toolkit2 from rknn-toolkit2 to your PC. Connecting the board to the PC.

 $ cd rknn-toolkit2/packages
 $ pip3 install rknn_toolkit2-1.4.0_22dcfef4-cp36-cp36m-linux_x86_64.whl   # or rknn_toolkit2-1.4.0_22dcfef4-cp38-cp38-linux_x86_64.whl
 $ cd ../examples/pytorch/resnet18
 $ nano test.py  # modify target_platform of rknn.config, and target of rknn.init_runtime
 $ python3 test.py

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