onnxruntime deploy onnx

[liufqing]

[2022-08-07 21:17:44.507] [mmdeploy] [info] [model.cpp:95] Register 'DirectoryModel' [2022-08-07 21:17:53.342] [mmdeploy] [error] [model.cpp:44] no ModelImpl can read model F:\DeepLearn\openmmlab\seg_test\panel_512x1024.onnx [2022-08-07 21:17:53.342] [mmdeploy] [error] [model.cpp:15] load model failed. Its file path is 'F:\DeepLearn\openmmlab\seg_test\panel_512x1024.onnx' [2022-08-07 21:17:53.355] [mmdeploy] [error] [model.cpp:20] failed to create model: not supported (2) failed to create segmentor, code: 6

[RunningLeon]

@liufqing Hi, please follow the template to offer us the full script and env info to reproduce.

[liufqing]

env:

Name Version Build Channel

addict 2.4.0 pypi_0 pypi anyio 3.6.1 pypi_0 pypi argon2-cffi 21.3.0 pypi_0 pypi argon2-cffi-bindings 21.2.0 pypi_0 pypi asynctest 0.13.0 py_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main atomicwrites 1.4.1 pypi_0 pypi attrs 21.4.0 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main babel 2.10.3 pypi_0 pypi backcall 0.2.0 pypi_0 pypi beautifulsoup4 4.11.1 pypi_0 pypi black 22.6.0 pypi_0 pypi blas 1.0 mkl http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free bleach 5.0.1 pypi_0 pypi brotlipy 0.7.0 py37h2bbff1b_1003 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main ca-certificates 2022.07.19 haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main certifi 2022.6.15 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main cffi 1.15.1 pypi_0 pypi charset-normalizer 2.0.4 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main click 8.1.3 pypi_0 pypi codecov 2.1.11 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main colorama 0.4.5 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main commonmark 0.9.1 pypi_0 pypi coverage 6.3.2 py37h2bbff1b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main cryptography 37.0.1 py37h21b164f_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main cudatoolkit 10.2.89 h74a9793_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main cudnn 7.6.5 cuda10.2_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main cycler 0.11.0 pypi_0 pypi debugpy 1.6.2 pypi_0 pypi decorator 5.1.1 pypi_0 pypi deprecation 2.1.0 pypi_0 pypi descartes 1.1.0 pypi_0 pypi dill 0.3.5.1 pypi_0 pypi entrypoints 0.4 pypi_0 pypi fastjsonschema 2.16.1 pypi_0 pypi fire 0.4.0 pypi_0 pypi flake8 4.0.1 pypi_0 pypi fonttools 4.33.3 pypi_0 pypi freetype 2.10.4 hd328e21_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main h5py 3.7.0 pypi_0 pypi idna 3.3 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main importlib-metadata 4.12.0 pypi_0 pypi importlib-resources 5.9.0 pypi_0 pypi importlib_metadata 4.11.3 hd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main iniconfig 1.1.1 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main intel-openmp 2021.4.0 haa95532_3556 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main ipykernel 6.15.1 pypi_0 pypi ipython 7.34.0 pypi_0 pypi ipython-genutils 0.2.0 pypi_0 pypi ipywidgets 7.7.1 pypi_0 pypi isort 5.9.3 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main jedi 0.18.1 pypi_0 pypi jinja2 3.1.2 pypi_0 pypi joblib 1.1.0 pypi_0 pypi jpeg 8d 0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free json5 0.9.8 pypi_0 pypi jsonschema 4.7.2 pypi_0 pypi jupyter 1.0.0 pypi_0 pypi jupyter-client 7.3.4 pypi_0 pypi jupyter-console 6.4.4 pypi_0 pypi jupyter-core 4.11.1 pypi_0 pypi jupyter-packaging 0.12.2 pypi_0 pypi jupyter-server 1.18.1 pypi_0 pypi jupyterlab 3.4.4 pypi_0 pypi jupyterlab-pygments 0.2.2 pypi_0 pypi jupyterlab-server 2.15.0 pypi_0 pypi jupyterlab-widgets 1.1.1 pypi_0 pypi kiwisolver 1.4.3 pypi_0 pypi libpng 1.6.37 h2a8f88b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main libtiff 4.2.0 he0120a3_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main libuv 1.40.0 he774522_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main libwebp 1.2.2 h2bbff1b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main llvmlite 0.36.0 pypi_0 pypi lyft-dataset-sdk 0.0.8 pypi_0 pypi lz4-c 1.9.3 h2bbff1b_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main markdown 3.3.4 pypi_0 pypi markupsafe 2.1.1 pypi_0 pypi matplotlib 3.5.2 pypi_0 pypi matplotlib-inline 0.1.3 pypi_0 pypi mccabe 0.6.1 pypi_0 pypi mistune 0.8.4 pypi_0 pypi mkl 2021.4.0 haa95532_640 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main mkl-service 2.4.0 py37h2bbff1b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main mkl_fft 1.3.1 py37h277e83a_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main mkl_random 1.2.2 py37hf11a4ad_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main mmcls 0.23.1 pypi_0 pypi mmcv-full 1.5.3 pypi_0 pypi mmdeploy 0.6.0 dev_0 mmdet 2.25.0 pypi_0 pypi mmdet3d 1.0.0rc3 dev_0 mmsegmentation 0.25.0 dev_0 model-index 0.1.11 pypi_0 pypi multiprocess 0.70.13 pypi_0 pypi mypy-extensions 0.4.3 pypi_0 pypi nbclassic 0.4.3 pypi_0 pypi nbclient 0.6.6 pypi_0 pypi nbconvert 6.5.0 pypi_0 pypi nbformat 5.4.0 pypi_0 pypi nest-asyncio 1.5.5 pypi_0 pypi networkx 2.2 pypi_0 pypi notebook 6.4.12 pypi_0 pypi notebook-shim 0.1.0 pypi_0 pypi numba 0.53.0 pypi_0 pypi numpy 1.21.6 pypi_0 pypi numpy-base 1.21.5 py37hca35cd5_3 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main nuscenes-devkit 1.1.9 pypi_0 pypi onnx 1.12.0 pypi_0 pypi onnx-simplifier 0.4.4 pypi_0 pypi onnxruntime 1.8.1 pypi_0 pypi open3d 0.15.1 pypi_0 pypi opencv-python 4.6.0.66 pypi_0 pypi openmim 0.2.0 pypi_0 pypi openssl 1.1.1q h2bbff1b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main ordered-set 4.1.0 pypi_0 pypi packaging 21.3 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pandas 1.3.5 pypi_0 pypi pandocfilters 1.5.0 pypi_0 pypi parso 0.8.3 pypi_0 pypi pathspec 0.9.0 pypi_0 pypi pickleshare 0.7.5 pypi_0 pypi pillow 9.0.1 py37hdc2b20a_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pip 21.2.4 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main platformdirs 2.5.2 pypi_0 pypi plotly 5.9.0 pypi_0 pypi pluggy 1.0.0 py37haa95532_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main plyfile 0.7.4 pypi_0 pypi prettytable 3.3.0 pypi_0 pypi prometheus-client 0.14.1 pypi_0 pypi prompt-toolkit 3.0.30 pypi_0 pypi protobuf 3.20.1 pypi_0 pypi psutil 5.9.1 pypi_0 pypi py 1.11.0 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pycocotools 2.0.4 pypi_0 pypi pycodestyle 2.8.0 pypi_0 pypi pycparser 2.21 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pyflakes 2.4.0 pypi_0 pypi pygments 2.12.0 pypi_0 pypi pyopenssl 22.0.0 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pyparsing 3.0.9 pypi_0 pypi pyquaternion 0.9.9 pypi_0 pypi pyrsistent 0.18.1 pypi_0 pypi pysocks 1.7.1 py37_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pytest 7.1.2 pypi_0 pypi pytest-cov 3.0.0 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main pytest-runner 5.3.1 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main python 3.7.13 h6244533_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main python-dateutil 2.8.2 pypi_0 pypi pytorch 1.10.1 py3.7_cuda10.2_cudnn7_0 pytorch pytorch-mutex 1.0 cuda pytorch pywin32 304 pypi_0 pypi pywinpty 2.0.6 pypi_0 pypi pyyaml 6.0 pypi_0 pypi pyzmq 23.2.0 pypi_0 pypi qtconsole 5.3.1 pypi_0 pypi qtpy 2.1.0 pypi_0 pypi regex 2022.6.2 pypi_0 pypi requests 2.28.1 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main rich 12.5.1 pypi_0 pypi scikit-learn 1.0.2 pypi_0 pypi send2trash 1.8.0 pypi_0 pypi setuptools 61.2.0 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main shapely 1.8.2 pypi_0 pypi six 1.16.0 pyhd3eb1b0_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main sniffio 1.2.0 pypi_0 pypi soupsieve 2.3.2.post1 pypi_0 pypi sqlite 3.38.5 h2bbff1b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main tabulate 0.8.10 pypi_0 pypi tenacity 8.0.1 pypi_0 pypi tensorboard-plugin-wit 1.8.1 pypi_0 pypi termcolor 1.1.0 pypi_0 pypi terminado 0.15.0 pypi_0 pypi terminaltables 3.1.10 pypi_0 pypi threadpoolctl 3.1.0 pypi_0 pypi tinycss2 1.1.1 pypi_0 pypi tk 8.6.12 h2bbff1b_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main toml 0.10.2 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main tomli 2.0.1 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main tomlkit 0.11.1 pypi_0 pypi torchaudio 0.10.1 py37_cu102 pytorch torchvision 0.11.2 py37_cu102 pytorch tornado 6.2 pypi_0 pypi tqdm 4.64.0 pypi_0 pypi traitlets 5.3.0 pypi_0 pypi trimesh 2.35.39 pypi_0 pypi typed-ast 1.5.4 pypi_0 pypi typing_extensions 4.1.1 pyh06a4308_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main urllib3 1.26.9 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main vc 14.2 h21ff451_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main vs2015_runtime 14.27.29016 h5e58377_2 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main wcwidth 0.2.5 pypi_0 pypi webencodings 0.5.1 pypi_0 pypi websocket-client 1.3.3 pypi_0 pypi wget 3.2 pypi_0 pypi wheel 0.37.1 pyhd3eb1b0_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main widgetsnbextension 3.6.1 pypi_0 pypi win_inet_pton 1.1.0 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main wincertstore 0.2 py37haa95532_2 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main xz 5.2.5 h8cc25b3_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main yapf 0.32.0 pypi_0 pypi zipp 3.8.0 py37haa95532_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main zlib 1.2.12 h8cc25b3_2 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main zstd 1.5.2 h19a0ad4_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main

I train a model using a netural network from stdc and then convert to a model in onnx format using tools.Calling under python can be used normally,but using onnxruntime to call an error.

[RunningLeon]

@liufqing pls. post full script of image_segmentation. here. BTW, only onnxruntime of cpu is supported in mmdeploy-sdk. Pls. make sure you are passing cpu to device argument.

[github-actions[bot]]

This issue is closed because it has been stale for 5 days. Please open a new issue if you have similar issues or you have any new updates now.