PROCESSOR-SDK-AM62A: Setup error on docker condition

wang luke

Hello
I'm trying to make environment to build custom model for AM62A.
https://github.com/TexasInstruments/edgeai-tidl-tools/tree/09_00_00_06

When I perfrom "source .setup.sh" on docker container, I got following error.

ubuntu@ubuntu-virtual-machine:~/edgeai-tidl-tools$ sudo docker run -it --shm-size=4096m --mount source=$(pwd),target=/home/root,type=bind x86_ubuntu_22
root@3a3ab7fe5081:/# cd /home/root/
root@3a3ab7fe5081:/home/root# export SOC=am62a
root@3a3ab7fe5081:/home/root#  source ./setup.sh 
X64 Architecture
Installing python packages...
Collecting pybind11[global]
  Downloading pybind11-2.11.1-py3-none-any.whl (227 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 227.7/227.7 KB 1.7 MB/s eta 0:00:00
Collecting pybind11-global==2.11.1
  Downloading pybind11_global-2.11.1-py3-none-any.whl (412 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 412.2/412.2 KB 5.0 MB/s eta 0:00:00
Installing collected packages: pybind11-global, pybind11
Successfully installed pybind11-2.11.1 pybind11-global-2.11.1
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
Collecting https://github.com/TexasInstruments/onnx/archive/tidl-j7.zip (from -r ./requirements_pc.txt (line 4))
  Downloading https://github.com/TexasInstruments/onnx/archive/tidl-j7.zip
     - 11.4 MB 14.5 MB/s 0:00:01
  Installing build dependencies ... done
  Getting requirements to build wheel ... error
  error: subprocess-exited-with-error
  
  × Getting requirements to build wheel did not run successfully.
  │ exit code: 1
  ╰─> [18 lines of output]
      Traceback (most recent call last):
        File "/usr/lib/python3/dist-packages/pip/_vendor/pep517/in_process/_in_process.py", line 363, in <module>
          main()
        File "/usr/lib/python3/dist-packages/pip/_vendor/pep517/in_process/_in_process.py", line 345, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
        File "/usr/lib/python3/dist-packages/pip/_vendor/pep517/in_process/_in_process.py", line 130, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 162, in get_requires_for_build_wheel
          return self._get_build_requires(
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 143, in _get_build_requires
          self.run_setup()
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 267, in run_setup
          super(_BuildMetaLegacyBackend,
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 158, in run_setup
          exec(compile(code, __file__, 'exec'), locals())
        File "setup.py", line 86, in <module>
          assert CMAKE, 'Could not find "cmake" executable!'
      AssertionError: Could not find "cmake" executable!
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
Requirement already satisfied: pybind11[global] in /usr/local/lib/python3.10/dist-packages (2.11.1)
Requirement already satisfied: pybind11-global==2.11.1 in /usr/local/lib/python3.10/dist-packages (from pybind11[global]) (2.11.1)
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
Installing python osrt packages...
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
Downloading tidl tools for AM62A SOC ...
bash: wget: command not found
tar (child): tidl_tools.tar.gz: Cannot open: No such file or directory
tar (child): Error is not recoverable: exiting now
tar: Child returned status 2
tar: Error is not recoverable: exiting now
bash: cd: tidl_tools: No such file or directory
bash: wget: command not found
tar: gcc-arm-9.2-2019.12-x86_64-aarch64-none-linux-gnu.tar.xz: Cannot open: No such file or directory
tar: Error is not recoverable: exiting now
bash: wget: command not found
chmod: cannot access 'ti_cgt_c7000_3.1.0.LTS_linux-x64_installer.bin': No such file or directory
bash: ./ti_cgt_c7000_3.1.0.LTS_linux-x64_installer.bin: No such file or directory
Installing:onnxruntime
bash: wget: command not found
tar: onnx_1.7.0_x86_u22.tar.gz: Cannot open: No such file or directory
tar: Error is not recoverable: exiting now
bash: cd: onnx_1.7.0_x86_u22: No such file or directory
rm: cannot remove 'onnx_1.7.0_x86_u22.tar.gz': No such file or directory
skipping tensorflow setup: found /home/root/osrt_deps/tensorflow
To redo the setup delete:/home/root/osrt_deps/tensorflow and run this script again
skipping opencv-4.2.0 setup: found /home/root/osrt_deps/opencv-4.2.0_x86_u22
To redo the setup delete:/home/root/osrt_deps/opencv-4.2.0_x86_u22 and run this script again
skipping neo-ai-dlr setup: found /home/root/osrt_deps/neo-ai-dlr
To redo the setup delete:/home/root/osrt_deps/neo-ai-dlr and run this script again

over 1 year ago

0 Andreas Dannenberg over 1 year ago

TI__Guru 69612 points

From looking at your error message it looks like the first/fatal issue is this one...

bash: wget: command not found

...which should be fixable by installing the missing package using apt install wget within the container environment. Then once the downloads start working, many of the other issues will probably go away.

Regards, Andreas

0 wang luke over 1 year ago in reply to Andreas Dannenberg

Prodigy 40 points

after install wget i got :

root@aa3a660145c9:/home/root# source ./setup.sh 
X64 Architecture
Installing python packages...
Requirement already satisfied: pybind11[global] in /usr/local/lib/python3.10/dist-packages (2.11.1)
Requirement already satisfied: pybind11-global==2.11.1 in /usr/local/lib/python3.10/dist-packages (from pybind11[global]) (2.11.1)
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
Collecting https://github.com/TexasInstruments/onnx/archive/tidl-j7.zip (from -r ./requirements_pc.txt (line 4))
  Using cached https://github.com/TexasInstruments/onnx/archive/tidl-j7.zip
  Installing build dependencies ... done
  Getting requirements to build wheel ... error
  error: subprocess-exited-with-error
  
  × Getting requirements to build wheel did not run successfully.
  │ exit code: 1
  ╰─> [18 lines of output]
      Traceback (most recent call last):
        File "/usr/lib/python3/dist-packages/pip/_vendor/pep517/in_process/_in_process.py", line 363, in <module>
          main()
        File "/usr/lib/python3/dist-packages/pip/_vendor/pep517/in_process/_in_process.py", line 345, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
        File "/usr/lib/python3/dist-packages/pip/_vendor/pep517/in_process/_in_process.py", line 130, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 162, in get_requires_for_build_wheel
          return self._get_build_requires(
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 143, in _get_build_requires
          self.run_setup()
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 267, in run_setup
          super(_BuildMetaLegacyBackend,
        File "/usr/lib/python3/dist-packages/setuptools/build_meta.py", line 158, in run_setup
          exec(compile(code, __file__, 'exec'), locals())
        File "setup.py", line 86, in <module>
          assert CMAKE, 'Could not find "cmake" executable!'
      AssertionError: Could not find "cmake" executable!
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
Requirement already satisfied: pybind11[global] in /usr/local/lib/python3.10/dist-packages (2.11.1)
Requirement already satisfied: pybind11-global==2.11.1 in /usr/local/lib/python3.10/dist-packages (from pybind11[global]) (2.11.1)
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
Installing python osrt packages...
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
skipping gcc-arm-9.2-2019.12-x86_64-aarch64-none-linux-gnu download: found /home/root/gcc-arm-9.2-2019.12-x86_64-aarch64-none-linux-gnu
skipping ti-cgt-c7000_3.1.0.LTS download: found /home/root/ti-cgt-c7000_3.1.0.LTS
Installing:onnxruntime
Installing:tflite_2.8
Installing:opencv
Installing:dlr

0 Reese Grimsley over 1 year ago in reply to wang luke

TI__Genius 15076 points

Hello,

It looks like one of the components failed to build because cmake is not installed on the container. Could you please install this as well and try again?

You can also safely ignore the warnings from PIP about the global environment.

Best,
Reese

0 wang luke over 1 year ago in reply to Reese Grimsley

Prodigy 40 points

I solved this issue,but when I try to perform "cmake ../examples && make -j && cd .." after performing "setup.sh" on docker condition, I got following error.

(base) ubuntu@ubuntu-virtual-machine:~/edgeai-tidl-tools/build$ cmake ../examples && make -j && cd ..
CMake Deprecation Warning at CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- Detected processor: x86_64
-- TARGET_DEVICE setting to: am62a
-- TARGET_CPU not specicfied using x86 
CMake Deprecation Warning at osrt_cpp/post_process/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = edgeai_tidl_examples
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/pre_process/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = edgeai_tidl_examples
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/utils/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = edgeai_tidl_examples
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/tfl/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = tfl_main
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/advanced_examples/tfl/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = tfl_priority_scheduling
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/advanced_examples/ort/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = ort_priority_scheduling
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/advanced_examples/utils/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = edgeai_tidl_examples
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at tidlrt_cpp/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = tidlrt_clasification
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/dlr/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = dlr_main
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
CMake Deprecation Warning at osrt_cpp/ort/CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 3.5 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.


-- CMAKE_BUILD_TYPE = Release PROJECT_NAME = ort_main
-- setting TENSORFLOW_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/tflite_2.8_x86_u22/
-- setting DLR_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/dlr_1.10.0_x86_u22/
-- setting OPENCV_INSTALL_DIR path:/home/ubuntu/edgeai-tidl-tools/tidl_tools/osrt_deps/opencv_4.2.0_x86_u22/
-- Compiling for x86 with am62a config
-- Configuring done (0.1s)
-- Generating done (0.0s)
-- Build files have been written to: /home/ubuntu/edgeai-tidl-tools/build
osrt_cpp/post_process/CMakeFiles/post_process.dir/flags.make:10: *** missing separator.  Stop.
osrt_cpp/utils/CMakeFiles/utils.dir/flags.make:10: *** missing separator.  Stop.
osrt_cpp/pre_process/CMakeFiles/pre_process.dir/flags.make:10: *** missing separator.  Stop.
make[1]: *** [CMakeFiles/Makefile2:311: osrt_cpp/utils/CMakeFiles/utils.dir/all] Error 2
make[1]: *** Waiting for unfinished jobs....
make[1]: *** [CMakeFiles/Makefile2:259: osrt_cpp/post_process/CMakeFiles/post_process.dir/all] Error 2
make[1]: *** [CMakeFiles/Makefile2:285: osrt_cpp/pre_process/CMakeFiles/pre_process.dir/all] Error 2
osrt_cpp/advanced_examples/utils/CMakeFiles/utils_adv.dir/flags.make:10: *** missing separator.  Stop.
make[1]: *** [CMakeFiles/Makefile2:424: osrt_cpp/advanced_examples/utils/CMakeFiles/utils_adv.dir/all] Error 2
make: *** [Makefile:136: all] Error 2

0 Reese Grimsley over 1 year ago in reply to wang luke

TI__Genius 15076 points

Hello,

What version of cmake are you using? I cannot reproduce this error on my side (cmake 3.22.1) on ubuntu 22.04 LTS. The compatibility warnings make me suspect that this may be the culprit here.

Best,
Reese

0 wang luke over 1 year ago in reply to Reese Grimsley

Prodigy 40 points

I using cmake 3.27.6

0 wang luke over 1 year ago in reply to wang luke

Prodigy 40 points

I'm sorry I solved cmake issue by myself,and I run "source ./scripts/run_python_examples.sh", I got following error.

ubuntu@ubuntu-CoffeeLake:~/edgeai-tidl-tools$ source ./scripts/run_python_examples.sh
X64 Architecture
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tfl/tflrt_delegate.py", line 17, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
run python3 tflrt_delegate.py
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tfl/tflrt_delegate.py", line 17, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/ort/onnxrt_ep.py", line 18, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
run python3 onnxrt_ep.py
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/ort/onnxrt_ep.py", line 18, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_onnx_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_tflite_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_onnx_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_tflite_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_timm_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'
run python3  dlr_inference_example.py 
Traceback (most recent call last):
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/dlr_inference_example.py", line 17, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 24, in <module>
    from caffe2onnx.src.load_save_model import loadcaffemodel, saveonnxmodel
ModuleNotFoundError: No module named 'caffe2onnx'


after using "pip install caffe2onnx" i got  error
ubuntu@ubuntu-CoffeeLake:~/edgeai-tidl-tools$ pip install caffe2onnx
Defaulting to user installation because normal site-packages is not writeable
Collecting caffe2onnx
  Using cached caffe2onnx-2.0.1-py3-none-any.whl
Collecting onnx==1.6.0 (from caffe2onnx)
  Using cached onnx-1.6.0.tar.gz (3.1 MB)
  Preparing metadata (setup.py) ... done
Requirement already satisfied: protobuf in /home/ubuntu/.local/lib/python3.10/site-packages (from caffe2onnx) (3.16.0)
Requirement already satisfied: numpy in /home/ubuntu/.local/lib/python3.10/site-packages (from onnx==1.6.0->caffe2onnx) (1.23.0)
Requirement already satisfied: six in /usr/lib/python3/dist-packages (from onnx==1.6.0->caffe2onnx) (1.16.0)
Requirement already satisfied: typing-extensions>=3.6.2.1 in /home/ubuntu/.local/lib/python3.10/site-packages (from onnx==1.6.0->caffe2onnx) (4.8.0)
Building wheels for collected packages: onnx
  Building wheel for onnx (setup.py) ... error
  error: subprocess-exited-with-error
  
  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [147 lines of output]
      fatal: not a git repository (or any of the parent directories): .git
      /usr/lib/python3/dist-packages/setuptools/dist.py:723: UserWarning: Usage of dash-separated 'license-file' will not be supported in future versions. Please use the underscore name 'license_file' instead
        warnings.warn(
      /usr/lib/python3/dist-packages/pkg_resources/__init__.py:116: PkgResourcesDeprecationWarning: 0.1.43ubuntu1 is an invalid version and will not be supported in a future release
        warnings.warn(
      /usr/lib/python3/dist-packages/pkg_resources/__init__.py:116: PkgResourcesDeprecationWarning: 1.1build1 is an invalid version and will not be supported in a future release
        warnings.warn(
      /usr/lib/python3/dist-packages/setuptools/installer.py:27: SetuptoolsDeprecationWarning: setuptools.installer is deprecated. Requirements should be satisfied by a PEP 517 installer.
        warnings.warn(
      /usr/lib/python3/dist-packages/setuptools/dist.py:723: UserWarning: Usage of dash-separated 'license-file' will not be supported in future versions. Please use the underscore name 'license_file' instead
        warnings.warn(
      running bdist_wheel
      running build
      running build_py
      running create_version
      running cmake_build
      Extra cmake args: ['-DONNX_USE_PROTOBUF_SHARED_LIBS=ON']
      -- The C compiler identification is GNU 11.4.0
      -- The CXX compiler identification is GNU 11.4.0
      -- Detecting C compiler ABI info
      -- Detecting C compiler ABI info - done
      -- Check for working C compiler: /usr/bin/cc - skipped
      -- Detecting C compile features
      -- Detecting C compile features - done
      -- Detecting CXX compiler ABI info
      -- Detecting CXX compiler ABI info - done
      -- Check for working CXX compiler: /usr/bin/c++ - skipped
      -- Detecting CXX compile features
      -- Detecting CXX compile features - done
      -- Found Protobuf: /usr/lib/x86_64-linux-gnu/libprotobuf.so (found version "3.12.4")
      Generated: /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build/onnx/onnx-ml.proto
      Generated: /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build/onnx/onnx-operators-ml.proto
      CMake Warning at CMakeLists.txt:394 (find_package):
        By not providing "Findpybind11.cmake" in CMAKE_MODULE_PATH this project has
        asked CMake to find a package configuration file provided by "pybind11",
        but CMake did not find one.
      
        Could not find a package configuration file provided by "pybind11"
        (requested version 2.2) with any of the following names:
      
          pybind11Config.cmake
          pybind11-config.cmake
      
        Add the installation prefix of "pybind11" to CMAKE_PREFIX_PATH or set
        "pybind11_DIR" to a directory containing one of the above files.  If
        "pybind11" provides a separate development package or SDK, be sure it has
        been installed.
      
      
      --
      -- ******** Summary ********
      --   CMake version         : 3.22.1
      --   CMake command         : /opt/cmake-3.22.1/bin/cmake
      --   System                : Linux
      --   C++ compiler          : /usr/bin/c++
      --   C++ compiler version  : 11.4.0
      --   CXX flags             :  -Wnon-virtual-dtor
      --   Build type            : Release
      --   Compile definitions   :
      --   CMAKE_PREFIX_PATH     :
      --   CMAKE_INSTALL_PREFIX  : /usr/local
      --   CMAKE_MODULE_PATH     :
      --
      --   ONNX version          : 1.6.0
      --   ONNX NAMESPACE        : onnx
      --   ONNX_BUILD_TESTS      : OFF
      --   ONNX_BUILD_BENCHMARKS : OFF
      --   ONNX_USE_LITE_PROTO   : OFF
      --   ONNXIFI_DUMMY_BACKEND : OFF
      --   ONNXIFI_ENABLE_EXT    : OFF
      --
      --   Protobuf compiler     : /usr/bin/protoc
      --   Protobuf includes     : /usr/include
      --   Protobuf libraries    : /usr/lib/x86_64-linux-gnu/libprotobuf.so
      --   BUILD_ONNX_PYTHON     : ON
      --     Python version      :
      --     Python executable   : /usr/bin/python3
      --     Python includes     : /usr/include/python3.10
      -- Configuring done
      -- Generating done
      CMake Warning:
        Manually-specified variables were not used by the project:
      
          ONNX_USE_PROTOBUF_SHARED_LIBS
      
      
      -- Build files have been written to: /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build
      [  1%] Running gen_proto.py on onnx/onnx.in.proto
      [  3%] Building C object CMakeFiles/onnxifi_loader.dir/onnx/onnxifi_loader.c.o
      [  4%] Building C object CMakeFiles/onnxifi_dummy.dir/onnx/onnxifi_dummy.c.o
      /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/onnx/onnxifi_dummy.c: In function ‘onnxGetExtensionFunctionAddress’:
      /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/onnx/onnxifi_dummy.c:173:21: warning: assignment to ‘onnxExtensionFunctionPointer’ {aka ‘int (*)(void)’} from incompatible pointer type ‘onnxStatus (*)(void *, const char *, onnxStatus (**)(void))’ {aka ‘int (*)(void *, const char *, int (**)(void))’} [-Wincompatible-pointer-types]
        173 |           *function = &onnxGetExtensionFunctionAddress;
            |                     ^
      /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/onnx/onnxifi_dummy.c:176:21: warning: assignment to ‘onnxExtensionFunctionPointer’ {aka ‘int (*)(void)’} from incompatible pointer type ‘onnxStatus (*)(void *, uint32_t,  const onnxTensorDescriptorV1 *, uint32_t,  const onnxTensorDescriptorV1 *, onnxMemoryFenceV1 *)’ {aka ‘int (*)(void *, unsigned int,  const onnxTensorDescriptorV1 *, unsigned int,  const onnxTensorDescriptorV1 *, onnxMemoryFenceV1 *)’} [-Wincompatible-pointer-types]
        176 |           *function = &onnxSetIOAndRunGraph;
            |                     ^
      Processing /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/onnx/onnx.in.proto
      Writing /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build/onnx/onnx-ml.proto
      Writing /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build/onnx/onnx-ml.proto3
      generating /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build/onnx/onnx_pb.py
      [  6%] Running C++ protocol buffer compiler on /tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/.setuptools-cmake-build/onnx/onnx-ml.proto
      [  8%] Linking C static library libonnxifi_loader.a
      [  9%] Linking C shared library libonnxifi_dummy.so
      --python_out: onnx/onnx-ml.proto: Unknown generator option: dllexport_decl
      gmake[2]: *** [CMakeFiles/gen_onnx_proto.dir/build.make:74: onnx/onnx-ml.pb.cc] Error 1
      gmake[1]: *** [CMakeFiles/Makefile2:95: CMakeFiles/gen_onnx_proto.dir/all] Error 2
      gmake[1]: *** Waiting for unfinished jobs....
      [  9%] Built target onnxifi_loader
      [  9%] Built target onnxifi_dummy
      gmake: *** [Makefile:136: all] Error 2
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "/tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/setup.py", line 315, in <module>
          setuptools.setup(
        File "/usr/lib/python3/dist-packages/setuptools/__init__.py", line 153, in setup
          return distutils.core.setup(**attrs)
        File "/usr/lib/python3.10/distutils/core.py", line 148, in setup
          dist.run_commands()
        File "/usr/lib/python3.10/distutils/dist.py", line 966, in run_commands
          self.run_command(cmd)
        File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
          cmd_obj.run()
        File "/usr/lib/python3/dist-packages/wheel/bdist_wheel.py", line 299, in run
          self.run_command('build')
        File "/usr/lib/python3.10/distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
          cmd_obj.run()
        File "/usr/lib/python3.10/distutils/command/build.py", line 135, in run
          self.run_command(cmd_name)
        File "/usr/lib/python3.10/distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
          cmd_obj.run()
        File "/tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/setup.py", line 209, in run
          self.run_command('cmake_build')
        File "/usr/lib/python3.10/distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
          cmd_obj.run()
        File "/tmp/pip-install-d5wnpzds/onnx_f501035f153d4b10b2907903d83e8550/setup.py", line 203, in run
          subprocess.check_call(build_args)
        File "/usr/lib/python3.10/subprocess.py", line 369, in check_call
          raise CalledProcessError(retcode, cmd)
      subprocess.CalledProcessError: Command '['/usr/bin/cmake', '--build', '.', '--', '-j', '12']' returned non-zero exit status 2.
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for onnx
  Running setup.py clean for onnx
Failed to build onnx
ERROR: Could not build wheels for onnx, which is required to install pyproject.toml-based projects

0 Andreas Dannenberg over 1 year ago in reply to wang luke

TI__Guru 69612 points

Hi Luke,

not sure what Linux distribution you are using but can you please try the steps from the docs on a standard Ubuntu 22.04 install. This is what we support, and what is assumed for the context of our current TI v9.x SDKs. Since your cmake version is much newer than what a standard Ubuntu 22.04 install comes with it makes me wonder what you are trying to run this on.

Regards, Andreas

0 wang luke over 1 year ago in reply to Andreas Dannenberg

Prodigy 40 points

I'm using on Ubuntu 22.04.02 LTS

+1 Andreas Dannenberg over 1 year ago in reply to wang luke

TI__Guru 69612 points

Can you please try setting up everything from scratch on a fresh install of Ubuntu 22.04. I do not understand why you have such a different version of cmake.

Regards, Andreas

0 wang luke over 1 year ago in reply to Andreas Dannenberg

Prodigy 40 points

I redo "source ./scripts/run_python_examples.sh" on new Ubuntu 22.04 cmake version is 3.22.1,but i got

(base) ubuntu@ubuntu-CoffeeLake:~/edgeai-tidl-tools$ source ./scripts/run_python_examples.sh
X64 Architecture
Traceback (most recent call last):
  File "tflrt_delegate.py", line 17, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
run python3 tflrt_delegate.py
Traceback (most recent call last):
  File "tflrt_delegate.py", line 17, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
Traceback (most recent call last):
  File "onnxrt_ep.py", line 18, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
run python3 onnxrt_ep.py
Traceback (most recent call last):
  File "onnxrt_ep.py", line 18, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
Traceback (most recent call last):
  File "tvm_compilation_onnx_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
Traceback (most recent call last):
  File "tvm_compilation_tflite_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
Traceback (most recent call last):
  File "tvm_compilation_onnx_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
Traceback (most recent call last):
  File "tvm_compilation_tflite_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
Traceback (most recent call last):
  File "tvm_compilation_timm_example.py", line 9, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'
run python3  dlr_inference_example.py 
Traceback (most recent call last):
  File "dlr_inference_example.py", line 17, in <module>
    from common_utils import *
  File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/common_utils.py", line 21, in <module>
    from scripts.osrt_model_tools.tflite_tools import tflite_model_opt as tflOpt
ModuleNotFoundError: No module named 'scripts.osrt_model_tools'

and after trying
https://github.com/TexasInstruments/edgeai-benchmark/issues/8

i got same error

0 Andreas Dannenberg over 1 year ago in reply to wang luke

TI__Guru 69612 points

Hi!

Thanks for re-trying on a new Ubuntu 22.04 installation. I'm not sure why this doesn't work out of the box, all our examples should just work. I've re-assigned this thread to the person responsible for the script; I hope they can help shed some light into this. Perhaps something about your setup we haven't fully analyzed/understood.

Regards, Andreas

0 wang luke over 1 year ago in reply to Andreas Dannenberg

Prodigy 40 points

Thanks for your reply,I look forward to hearing from you soon.

0 wang luke over 1 year ago in reply to wang luke

Prodigy 40 points

I re-trying again and it worked,but i got

File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/execute.py", line 81, in run_check
proc = subprocess.run(cmd, **kwargs)
File "/usr/lib/python3.10/subprocess.py", line 503, in run
with Popen(*popenargs, **kwargs) as process:
File "/usr/lib/python3.10/subprocess.py", line 971, in __init__
self._execute_child(args, executable, preexec_fn, close_fds,
File "/usr/lib/python3.10/subprocess.py", line 1863, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: PosixPath('dot')

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_onnx_example.py", line 163, in <module>
mod, status = compiler.enable(mod, params, calib_input_list)
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/tidl.py", line 2298, in enable
num_imported_sgs = tidl_import.import_relay_ir(mod, params, subgraph_tensors_list,
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/tidl.py", line 1505, in import_relay_ir
visualize_relay_graph(module=mod, filename=self.temp_folder+'/relay.gv')
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/visualize.py", line 121, in visualize_relay_graph
dot.render(filename)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/_tools.py", line 171, in wrapper
return func(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/rendering.py", line 122, in render
rendered = self._render(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/_tools.py", line 171, in wrapper
return func(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/rendering.py", line 324, in render
execute.run_check(cmd,
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/execute.py", line 84, in run_check
raise ExecutableNotFound(cmd) from e
graphviz.backend.execute.ExecutableNotFound: failed to execute PosixPath('dot'), make sure the Graphviz executables are on your systems' PATH
Generating subgraph boundary tensors for calibration...
Building graph on host for tensor data collection...
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
Running graph on host for tensor data collection...
Importing subgraph into TIDL...
Traceback (most recent call last):
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/execute.py", line 81, in run_check
proc = subprocess.run(cmd, **kwargs)
File "/usr/lib/python3.10/subprocess.py", line 503, in run
with Popen(*popenargs, **kwargs) as process:
File "/usr/lib/python3.10/subprocess.py", line 971, in __init__
self._execute_child(args, executable, preexec_fn, close_fds,
File "/usr/lib/python3.10/subprocess.py", line 1863, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: PosixPath('dot')

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_tflite_example.py", line 164, in <module>
mod, status = compiler.enable(mod, params, calib_input_list)
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/tidl.py", line 2298, in enable
num_imported_sgs = tidl_import.import_relay_ir(mod, params, subgraph_tensors_list,
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/tidl.py", line 1505, in import_relay_ir
visualize_relay_graph(module=mod, filename=self.temp_folder+'/relay.gv')
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/visualize.py", line 121, in visualize_relay_graph
dot.render(filename)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/_tools.py", line 171, in wrapper
return func(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/rendering.py", line 122, in render
rendered = self._render(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/_tools.py", line 171, in wrapper
return func(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/rendering.py", line 324, in render
execute.run_check(cmd,
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/execute.py", line 84, in run_check
raise ExecutableNotFound(cmd) from e
graphviz.backend.execute.ExecutableNotFound: failed to execute PosixPath('dot'), make sure the Graphviz executables are on your systems' PATH
../../../models/public/mobilenetv2-1.0.onnx
Generating subgraph boundary tensors for calibration...
Building graph on host for tensor data collection...
Running graph on host for tensor data collection...
Importing subgraph into TIDL...
Traceback (most recent call last):
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/execute.py", line 81, in run_check
proc = subprocess.run(cmd, **kwargs)
File "/usr/lib/python3.10/subprocess.py", line 503, in run
with Popen(*popenargs, **kwargs) as process:
File "/usr/lib/python3.10/subprocess.py", line 971, in __init__
self._execute_child(args, executable, preexec_fn, close_fds,
File "/usr/lib/python3.10/subprocess.py", line 1863, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: PosixPath('dot')

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_tflite_example.py", line 164, in <module>
mod, status = compiler.enable(mod, params, calib_input_list)
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/tidl.py", line 2298, in enable
num_imported_sgs = tidl_import.import_relay_ir(mod, params, subgraph_tensors_list,
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/tidl.py", line 1505, in import_relay_ir
visualize_relay_graph(module=mod, filename=self.temp_folder+'/relay.gv')
File "/home/ubuntu/venv/lib/python3.10/site-packages/tvm/relay/backend/contrib/tidl/visualize.py", line 121, in visualize_relay_graph
dot.render(filename)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/_tools.py", line 171, in wrapper
return func(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/rendering.py", line 122, in render
rendered = self._render(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/_tools.py", line 171, in wrapper
return func(*args, **kwargs)
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/rendering.py", line 324, in render
execute.run_check(cmd,
File "/home/ubuntu/venv/lib/python3.10/site-packages/graphviz/backend/execute.py", line 84, in run_check
raise ExecutableNotFound(cmd) from e
graphviz.backend.execute.ExecutableNotFound: failed to execute PosixPath('dot'), make sure the Graphviz executables are on your systems' PATH
../../../models/public/mobilenetv3_large_100.onnx
Traceback (most recent call last):
File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/tvm_compilation_timm_example.py", line 56, in <module>
cgt7x_bin = os.path.join(os.environ['CGT7X_ROOT'], 'bin', 'cl7x')
File "/usr/lib/python3.10/os.py", line 680, in __getitem__
raise KeyError(key) from None
KeyError: 'CGT7X_ROOT'
run python3 dlr_inference_example.py

Running Inference on Model - ../../../model-artifacts/cl-dlr-tflite_inceptionnetv3

2023-10-13 15:13:47,423 INFO Could not find libdlr.so in model artifact. Using dlr from /home/ubuntu/venv/lib/python3.10/site-packages/dlr/libdlr.so
[15:13:47] /home/a0323918/tvm-j7/tvm_package_build/neo-ai-dlr/src/dlr.cc:343: Error: Unable to determine backend from path: '../../../model-artifacts/cl-dlr-tflite_inceptionnetv3'.
2023-10-13 15:13:47,429 ERROR error in DLRModel instantiation
Traceback (most recent call last):
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/api.py", line 89, in __init__
self._impl = DLRModelImpl(model_path, dev_type, dev_id, error_log_file, use_default_dlr)
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/dlr_model.py", line 79, in __init__
self._check_call(self._lib.CreateDLRModel(byref(self.handle),
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/dlr_model.py", line 160, in _check_call
raise DLRError(self._lib.DLRGetLastError().decode('ascii'))
dlr.dlr_model.DLRError
Traceback (most recent call last):
File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/dlr_inference_example.py", line 199, in <module>
model_create_and_run(model_output_directory, 'input',
File "/home/ubuntu/edgeai-tidl-tools/examples/osrt_python/tvm_dlr/dlr_inference_example.py", line 164, in model_create_and_run
model = DLRModel(model_dir, 'cpu')
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/api.py", line 92, in __init__
raise ex
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/api.py", line 89, in __init__
self._impl = DLRModelImpl(model_path, dev_type, dev_id, error_log_file, use_default_dlr)
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/dlr_model.py", line 79, in __init__
self._check_call(self._lib.CreateDLRModel(byref(self.handle),
File "/home/ubuntu/venv/lib/python3.10/site-packages/dlr/dlr_model.py", line 160, in _check_call
raise DLRError(self._lib.DLRGetLastError().decode('ascii'))
dlr.dlr_model.DLRError

+1 Yuan Zhao over 1 year ago in reply to wang luke

TI__Expert 4045 points

Looks like there are two issues.

1) FileNotFoundError: [Errno 2] No such file or directory: PosixPath('dot')

Can you try the solution from here: github.com/.../36
"sudo apt install python-pydot python-pydot-ng graphviz"

2) KeyError: 'CGT7X_ROOT'

You need to install TI C7000 compiler and set CGT7X_ROOT to the installation path. See here: https://github.com/TexasInstruments/edgeai-tidl-tools/blob/master/setup.sh#L374

-Yuan

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