[参考译文] TDA4VH-Q1：edgeai-benchmark r11.0 和最新的 rtmdet 模型编译

您好、

我还应该说 osrt_model_tools 似乎已正确安装

@Linux-005：~/anaconda3/envs/edgeai-benchmark/lib/python3.10/site-packages/osrt_model_tools/onnx_tools/tidl_onnx_model_optimizer$ls
__init__.py ops.py optimize.py __pycache__ src test_optimize.py

只有在第一次尝试编译 rtmdet 时才会出现错误。 对于其他型号、我看不到这种情况发生。

此致、

-- Gunter

您好 Gunter、

我认为未安装模型优化器。  请转至 edgeai-tidl-tools/tree/master/osrt-model-tools/osrt_model_tools/onnx_tools 并运行 source ./setup.sh。  这时应该会安装模型优化器模块。

请参阅：

https://github.com/TexasInstruments/edgeai-tidl-tools/tree/master/osrt-model-tools/osrt_model_tools/onnx_tools/tidl_onnx_model_optimizer

此致、

Chris

您好、Chris、

好的、让我来做一下。

但在前面、让我谈谈当前状态

(edgeai-benchmark) gunter@Linux-005:~/anaconda3/envs/edgeai-benchmark/lib/python3.10/site-packages/osrt_model_tools/onnx_tools/tidl_onnx_model_optimizer$ ls
__init__.py  ops.py  optimize.py  __pycache__  src  test_optimize.py

(edgeai-benchmark) gunter@Linux-005:~/ti-edgeai/edgeai-tensorlab/edgeai-benchmark$ pip list |grep osrt
osrt_model_tools        1.2

当 edgeai-benchmark ./ setup_pc.sh 运行时,它有以下日志（osrt 部分）

...
--------------------------------------------------------------------------------------------------------------
Found local edgeai-tidl-tools, installing osrt_model_tools in develop mode
--------------------------------------------------------------------------------------------------------------
WARNING: Skipping osrt_model_tools as it is not installed.
running develop
/home/gunter/.local/lib/python3.10/site-packages/setuptools/command/develop.py:41: EasyInstallDeprecationWarning: easy_install command is deprecated.
!!

        ********************************************************************************
        Please avoid running ``setup.py`` and ``easy_install``.
        Instead, use pypa/build, pypa/installer or other
        standards-based tools.

        See github.com/.../917 for details.
        ********************************************************************************

!!
  easy_install.initialize_options(self)
/home/gunter/.local/lib/python3.10/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!

        ********************************************************************************
        Please avoid running ``setup.py`` directly.
        Instead, use pypa/build, pypa/installer or other
        standards-based tools.

        See blog.ganssle.io/.../setup-py-deprecated.html for details.
        ********************************************************************************

!!
  self.initialize_options()
running egg_info
writing osrt_model_tools.egg-info/PKG-INFO
writing dependency_links to osrt_model_tools.egg-info/dependency_links.txt
writing requirements to osrt_model_tools.egg-info/requires.txt
writing top-level names to osrt_model_tools.egg-info/top_level.txt
reading manifest file 'osrt_model_tools.egg-info/SOURCES.txt'
writing manifest file 'osrt_model_tools.egg-info/SOURCES.txt'
running build_ext
Creating /home/gunter/anaconda3/envs/edgeai-benchmark/lib/python3.10/site-packages/osrt-model-tools.egg-link (link to .)
Adding osrt-model-tools 1.2 to easy-install.pth file

Installed /home/gunter/ti-edgeai/edgeai-tensorlab/edgeai-tidl-tools/osrt-model-tools
Processing dependencies for osrt-model-tools==1.2
Searching for setuptools==78.1.1
Best match: setuptools 78.1.1
Adding setuptools 78.1.1 to easy-install.pth file

Using /home/gunter/anaconda3/envs/edgeai-benchmark/lib/python3.10/site-packages
Finished processing dependencies for osrt-model-tools==1.2
--------------------------------------------------------------------------------------------------------------
INFO: installing tidl-tools-package version: 11.0
Collecting dlr==1.13.0 (from -r ./tools/requirements/requirements_11.0.txt (line 2))
  Using cached software-dl.ti.com/.../dlr-1.13.0-py3-none-any.whl (1.4 MB)
Collecting tvm==0.12.0 (from -r ./tools/requirements/requirements_11.0.txt (line 3))
  Using cached software-dl.ti.com/.../tvm-0.12.0-cp310-cp310-linux_x86_64.whl (52.1 MB)
Collecting onnxruntime-tidl==1.15.0 (from -r ./tools/requirements/requirements_11.0.txt (line 4))
  Using cached software-dl.ti.com/.../onnxruntime_tidl-1.15.0-cp310-cp310-linux_x86_64.whl (7.6 MB)
...
Collecting git+github.com/.../edgeai-tidl-tools.git@11_00_08_00 (from -r ./requirements/requirements_pc.txt (line 18))
  Cloning github.com/.../edgeai-tidl-tools.git (to revision 11_00_08_00) to /tmp/pip-req-build-t6ku0okm
  Running command git clone --filter=blob:none --quiet github.com/.../edgeai-tidl-tools.git /tmp/pip-req-build-t6ku0okm
  Running command git checkout -q 23b72b5781569a261792d98f6c17503b30b4a283
  Resolved github.com/.../edgeai-tidl-tools.git to commit 23b72b5781569a261792d98f6c17503b30b4a283
  Preparing metadata (setup.py) ... done
...
Requirement already satisfied: setuptools>=18.0 in /home/gunter/.local/lib/python3.10/site-packages (from osrt_model_tools==1.2->-r ./requirements/requirements_pc.txt (line 18)) (73.0.0)
...
Building wheels for collected packages: osrt_model_tools, fire
  Building wheel for osrt_model_tools (setup.py) ... done
  Created wheel for osrt_model_tools: filename=osrt_model_tools-1.2-py3-none-any.whl size=271356 sha256=d5effc54133556a0a6574cb0005e39123ba4491c8f93e0a7b499f22111c84695
  Stored in directory: /tmp/pip-ephem-wheel-cache-zu0hr78d/wheels/95/77/e5/118410696c3982b079b2d47c1df68d82da615c4322a6775ce7
  Building wheel for fire (setup.py) ... done
  Created wheel for fire: filename=fire-0.7.0-py3-none-any.whl size=114248 sha256=b43932f5ed82455431c1202d9285e65e330a222b79d7c7468b49918fde5e7111
  Stored in directory: /home/gunter/.cache/pip/wheels/19/39/2f/2d3cadc408a8804103f1c34ddd4b9f6a93497b11fa96fe738e
Successfully built osrt_model_tools fire
Installing collected packages: termcolor, Shapely, pyparsing, pluggy, pillow, osrt_model_tools, kiwisolver, iniconfig, fonttools, exceptiongroup, cycler, colored, colorama, pytest, matplotlib, fire, descartes, nuscenes-devkit
  Attempting uninstall: osrt_model_tools
    Found existing installation: osrt_model_tools 1.2
    Uninstalling osrt_model_tools-1.2:
      Successfully uninstalled osrt_model_tools-1.2
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
cityscapesscripts 2.2.3 requires appdirs, which is not installed.
interrogate 1.7.0 requires click>=7.1, which is not installed.
interrogate 1.7.0 requires py, which is not installed.
Successfully installed Shapely-1.8.5.post1 colorama-0.4.6 colored-2.3.0 cycler-0.12.1 descartes-1.1.0 exceptiongroup-1.3.0 fire-0.7.0 fonttools-4.59.0 iniconfig-2.1.0 kiwisolver-1.4.8 matplotlib-3.5.3 nuscenes-devkit-1.1.11 osrt_model_tools-1.2 pillow-11.3.0 pluggy-1.6.0 pyparsing-3.2.3 pytest-8.4.1 termcolor-3.1.0
...

如果我错、请纠正我、但我认为已安装模型优化器。

此致、

-- Gunter

您好 Gunter、

我得到了相同的错误,但它仍然有效。  请尝试 ONX 优化、它也会为您效劳。

此致、

Chris

您好、Chris、

此行为与之前相同：如上所述安装优化器后、 *first* run_betchmark_PC 仍会导致优化器错误

ModuleNotFoundError：没有名为“osrt_model_tools.onnx_tools.tidl_onnx_model_optimizer"的“的模块

但随后的*second* run_basels_pc 会运行到结束、但我不能完全确定 run.log 是否有问题。

我会很快再次发布 run.log 以提高可见性。

此致、

-- Gunter