’CUDA=10.2 make - C nvdsinder_ Custom_ Impl_ Yolo 'has been run，but no engine file

[ghty11468]

’CUDA=10.2 make - C nvdsinder Custom Impl_ Yolo 'has been run, and the compilation process seems to have been compiled, but it seems that no engine file has been generated. The following is the compilation process:

jetson@yahboom:~/DeepStream-Yolo-master$ CUDA_VER=10.2 make -C nvdsinfer_custom_impl_Yolo make: Entering directory '/home/jetson/DeepStream-Yolo-master/nvdsinfer_custom_impl_Yolo' g++ -c -o utils.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include utils.cpp g++ -c -o yolo.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include yolo.cpp yolo.cpp: In member function ‘nvinfer1::ICudaEngine Yolo::createEngine(nvinfer1::IBuilder, nvinfer1::IBuilderConfig)’: yolo.cpp:207:83: warning: ‘nvinfer1::ICudaEngine nvinfer1::IBuilder::buildEngineWithConfig(nvinfer1::INetworkDefinition&, nvinfer1::IBuilderConfig&)’ is deprecated [-Wdeprecated-declarations] nvinfer1::ICudaEngine engine = builder->buildEngineWithConfig(network, config); ^ In file included from /usr/include/aarch64-linux-gnu/NvOnnxParser.h:26:0, from yolo.cpp:26: /usr/include/aarch64-linux-gnu/NvInfer.h:8642:43: note: declared here TRT_DEPRECATED nvinfer1::ICudaEngine buildEngineWithConfig( ^~~~~ g++ -c -o nvdsinfer_yolo_engine.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include nvdsinfer_yolo_engine.cpp g++ -c -o nvdsinitinputlayers_Yolo.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include nvdsinitinputlayers_Yolo.cpp g++ -c -o nvdsparsebbox_Yolo.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include nvdsparsebbox_Yolo.cpp g++ -c -o yoloPlugins.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include yoloPlugins.cpp g++ -c -o layers/convolutional_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/convolutional_layer.cpp g++ -c -o layers/route_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/route_layer.cpp g++ -c -o layers/shortcut_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/shortcut_layer.cpp g++ -c -o layers/pooling_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/pooling_layer.cpp g++ -c -o layers/reorg_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/reorg_layer.cpp g++ -c -o layers/batchnorm_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/batchnorm_layer.cpp g++ -c -o layers/activation_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/activation_layer.cpp g++ -c -o layers/channels_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/channels_layer.cpp g++ -c -o layers/sam_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/sam_layer.cpp g++ -c -o layers/deconvolutional_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/deconvolutional_layer.cpp g++ -c -o layers/upsample_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/upsample_layer.cpp g++ -c -o layers/implicit_layer.o -Wall -std=c++11 -shared -fPIC -Wno-error=deprecated-declarations -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include layers/implicit_layer.cpp /usr/local/cuda-10.2/bin/nvcc -c -o yoloForward_v2.o --compiler-options '-fPIC' -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include yoloForward_v2.cu /usr/local/cuda-10.2/bin/nvcc -c -o yoloForward.o --compiler-options '-fPIC' -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include yoloForward.cu /usr/local/cuda-10.2/bin/nvcc -c -o yoloForward_nc.o --compiler-options '-fPIC' -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include yoloForward_nc.cu /usr/local/cuda-10.2/bin/nvcc -c -o nvdsparsebbox_Yolo_cuda.o --compiler-options '-fPIC' -I/opt/nvidia/deepstream/deepstream/sources/includes -I/usr/local/cuda-10.2/include nvdsparsebbox_Yolo_cuda.cu g++ -o libnvdsinfer_custom_impl_Yolo.so utils.o yolo.o nvdsinfer_yolo_engine.o nvdsinitinputlayers_Yolo.o nvdsparsebbox_Yolo.o yoloPlugins.o layers/convolutional_layer.o layers/route_layer.o layers/shortcut_layer.o layers/pooling_layer.o layers/reorg_layer.o layers/batchnorm_layer.o layers/activation_layer.o layers/channels_layer.o layers/sam_layer.o layers/deconvolutional_layer.o layers/upsample_layer.o layers/implicit_layer.o yoloForward_v2.o yoloForward.o yoloForward_nc.o nvdsparsebbox_Yolo_cuda.o -shared -Wl,--start-group -lnvinfer_plugin -lnvinfer -lnvparsers -lnvonnxparser -L/usr/local/cuda-10.2/lib64 -lcudart -lcublas -lstdc++fs -Wl,--end-group make: Leaving directory '/home/jetson/DeepStream-Yolo-master/nvdsinfer_custom_impl_Yolo'

I earnestly request the author's help in answering. Thank you.

[marcoslucianops]

The engine is created when you run the deepstream-app command for the model you are running.

[ghty11468]

引擎是在为正在运行的模型运行命令时创建的。deepstream-app

Thank you for your answer. I have also learned this content. But what happened when I encountered this error after running the command?

[marcoslucianops]

Which Jetson board are you using?

[ghty11468]

您使用的是哪种 Jetson 板？

Yes, I'm using a Jetson nano

[marcoslucianops]

Can you debug the deepstream-app using gdb?

[ghty11468]

Can you debug the deepstream-app using gdb?

Sorry, I can't do the operation you mentioned

[marcoslucianops]

The commands are

gdb deepstream-app

and

run -c deepstream_app_config.txt

[marcoslucianops]

To get the output

where

[ghty11468]

To get the output

where

[marcoslucianops]

Which model are you trying to run?

[ghty11468]

Which model are you trying to run?

I am using the YOLOv5S model. If this command is successfully run, will an engine file be generated?

[marcoslucianops]

Yes, but I don't know why you're getting this error. Maybe something wrong in the board enviroment or exported model.

[ghty11468]

Yes, but I don't know why you're getting this error. Maybe something wrong in the board enviroment or exported model.

Thank you. Do you still have any previous version of the code package? I am using the one that utilizes cfg and wts files

[marcoslucianops]

You can get it in the old commits, but I recommend you to use the new files (with ONNX export) because it's more optimized now.

[ghty11468]

You can get it in the old commits, but I recommend you to use the new files (with ONNX export) because it's more optimized now.

Thank you. May I ask where the old commits you mentioned is? Sorry, I couldn't find it

[marcoslucianops]

https://github.com/marcoslucianops/DeepStream-Yolo/tree/e652ef4e394fbcee0b8b8652c4630802bec4eab3

This is the last commit that uses the wts and cfg files.

[ghty11468]

https://github.com/marcoslucianops/DeepStream-Yolo/tree/e652ef4e394fbcee0b8b8652c4630802bec4eab3

这是使用 wts 和 cfg 文件的最后一次提交。

Thank you very much, thank you for the patient answer above

[ghty11468]

https://github.com/marcoslucianops/DeepStream-Yolo/tree/e652ef4e394fbcee0b8b8652c4630802bec4eab3

这是使用 wts 和 cfg 文件的最后一次提交。

Thank you very much. My problem has been resolved, just download the project file again. Perhaps the previous project code file was damaged