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onnxruntime_on_board_test.md

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cross compile and copy file to xbjlab

% unset LD_LIBRARY_PATH; source /opt/petalinux/2022.2/environment-setup-cortexa72-cortexa53-xilinx-linux
% python main.py --type debug  --dev-mode
% rsync -avr /opt/petalinux/2022.2/sysroots/cortexa72-cortexa53-xilinx-linux/install/Debug mingyue@xbjlabdpsvr16:/group/xbjlab/dphi_software/software/workspace/mingyue/d/

%scp /opt/petalinux/2022.2/sysroots/cortexa72-cortexa53-xilinx-linux/usr/lib/libcpuinfo.so mingyue@xbjlabdpsvr16:/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/lib/
%scp /opt/petalinux/2022.2/sysroots/cortexa72-cortexa53-xilinx-linux/usr/lib/libre2.so mingyue@xbjlabdpsvr16:/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/lib/

% scp ~/build/build.linux.2022.2.aarch64.Debug/vaip/onnxruntime_vitisai_ep/python/dist/voe-0.1.0-cp39-cp39-linux_x86_64.whl mingyue@xbjlabdpsvr16:/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/voe-0.1.0-py3-none-any.whl

access internet by ssh proxy

% ssh xcoengvm229033
% ssh -R9181:localhost:3128 -J xbjjmphost01, xbjlabdpsvr16 [email protected]

test on board

% ssh [email protected]
% mount -t nfs -o nolock 10.176.178.33:/group_xbjlab/ /group/xbjlab

% export LD_LIBRARY_PATH=/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/lib
% export PATH=/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/bin:$PATH
% #export PYTHONPATH=/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/lib/python3.9/site-packages


% export http_proxy=http://localhost:9181
% export https_proxy=http://localhost:9181
% curl -v www.google.com

% wget https://bootstrap.pypa.io/get-pip.py
% python get-pip.py
% pip install virtualenv
% virtualenv cross
% source cross/bin/activate
% pip install /group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/voe-0.1.0-py3-none-any.whl
% pip install numpy --force-reinstall


% /group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/bin/resnet50_pt /home/root/mingyue/ResNet_int.onnx /home/root/mingyue/sample_classification.jpg

python sample

% scp -r /workspace/test_onnx_runner/resnet50_python mingyue@xbjlabdpsvr16:/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/

% scp ~/build/build.linux.2022.2.aarch64.Debug/onnxruntime/Debug/dist/onnxruntime_vitisai-1.15.0-cp39-cp39-linux_x86_64.whl mingyue@xbjlabdpsvr16:/group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/onnxruntime_vitisai-1.15.0-py3-none-any.whl

%pip install /group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/onnxruntime_vitisai-1.15.0-py3-none-any.whl
%python  /group/xbjlab/dphi_software/software/workspace/mingyue/d/Debug/resnet50_python/test.py