https://wiki.radxa.com/mw/index.php?action=history&feed=atom&title=Rock3%2Fdev%2Frknn-toolkit-with-pc 2026-06-14T09:52:50Z Revision history for this page on the wiki MediaWiki 1.23.3 https://wiki.radxa.com/mw/index.php?title=Rock3/dev/rknn-toolkit-with-pc&diff=9397&oldid=prev 2023-03-16T08:17:30Z

<p>Created page with &quot;{{rock3_header}} {{Languages|rock3/dev/npu-run-test}} <a href="/Rock3" title="Rock3"> ROCK 3</a> &gt; <a href="/Rock3/dev" title="Rock3/dev"> Development</a> &gt; <a href="/Rock3/dev/rknn-toolkit-with-pc" title="Rock3/dev/rknn-toolkit-with-pc"> RKNN Toolkit with PC</a> === D...&quot;</p> <p><b>New page</b></p><div>{{rock3_header}}<br /> <br /> {{Languages|rock3/dev/npu-run-test}}<br /> <br /> [[rock3 | ROCK 3]] &gt; [[rock3/dev | Development]] &gt; [[rock3/dev/rknn-toolkit-with-pc | RKNN Toolkit with PC]]<br /> <br /> === Description ===<br /> <br /> This page describes how to inference on ROCK 3 connected with a PC. You may need to read [[rock3/dev/npu-run-test]] first.<br /> <br /> === Setup steps ===<br /> <br /> ==== Step 1: Install rockchip-adbd ====<br /> <br /> $ sudo apt-get install rockchip-adbd --upgrade<br /> <br /> ==== Step 2: Update rknn runtime ====<br /> <br /> Follow [https://github.com/rockchip-linux/rknpu2/blob/master/rknn_server_proxy.md rknn_server_proxy] for updates the rknn runtime<br /> <br /> ==== Step 3: Run rknn_server_proxy ====<br /> <br /> $ start_rknn.sh<br /> <br /> ==== Step 4: Run rknn-toolkit2 demo ====<br /> <br /> Clone or download the rknn-toolkit2 from [https://github.com/rockchip-linux/rknn-toolkit2 rknn-toolkit2] to your PC. Connecting the board to the PC.<br /> <br /> $ cd rknn-toolkit2/packages<br /> $ 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<br /> $ cd ../examples/pytorch/resnet18<br /> $ nano test.py # modify target_platform of rknn.config, and target of rknn.init_runtime<br /> $ python3 test.py</div>

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