pip install onnxruntime --- No matching distribution found for onnxruntime

[davidatorres]

Describe the bug
Unable to install onnxruntime via pip/pip3

Urgency
Trying to get this up and running for a business project we have due in a couple weeks.

System information

• OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 11 & Mac OSX (latest)
• ONNX Runtime installed from (source or binary): binary (attempting - pip install onnxruntime)
• ONNX Runtime version: 1.11.0
• Python version: 3.9
• Visual Studio version (if applicable): VS Code (latest) / Juptyer (latest)
• GCC/Compiler version (if compiling from source):
• CUDA/cuDNN version:
• GPU model and memory:

To Reproduce
pip install onnxruntime

Expected behavior
Installation of runtime libraries

Screenshots

[faxu]

CC @chilo-ms

Does this repro on Windows or just on Mac? What is the specific version of Mac you are using?

[ShomyLiu]

Same issue on MacOS with MacBook Pro( M1 2020) , macOS Monterey 12.1;
Python 3.9

pip3 install onnxruntime 
ERROR: Could not find a version that satisfies the requirement onnxruntime (from versions: none)
ERROR: No matching distribution found for onnxruntime

@faxu @chilo-ms

[pranavsharma]

We don't support packages for M1 yet.
It works just fine for other macosx versions. Tested on Catalina 10.15.7.

(py39) MACHINE-M-Q132:~ MACHINE$ pip install onnxruntime
Collecting onnxruntime
  Downloading onnxruntime-1.11.0-cp39-cp39-macosx_10_15_x86_64.whl (5.7 MB)
     |████████████████████████████████| 5.7 MB 3.5 MB/s 
Collecting numpy>=1.21.0
  Downloading numpy-1.22.3-cp39-cp39-macosx_10_14_x86_64.whl (17.6 MB)
     |████████████████████████████████| 17.6 MB 4.2 MB/s 
Collecting flatbuffers
  Downloading flatbuffers-2.0-py2.py3-none-any.whl (26 kB)
Collecting protobuf
  Downloading protobuf-3.19.4-cp39-cp39-macosx_10_9_x86_64.whl (961 kB)
     |████████████████████████████████| 961 kB 3.6 MB/s 
Installing collected packages: protobuf, numpy, flatbuffers, onnxruntime
Successfully installed flatbuffers-2.0 numpy-1.22.3 onnxruntime-1.11.0 protobuf-3.19.4

(py39) MACHINE-M-Q132:~ MACHINE$ python -V
Python 3.9.11
(py39) MACHINE-M-Q132:~ MACHINE$ python
Python 3.9.11 (main, Mar 28 2022, 05:06:49) 
[Clang 12.0.0 ] :: Anaconda, Inc. on darwin
Type "help", "copyright", "credits" or "license" for more information.

i>>> import onnxruntime as rt
>>> rt.__version__
'1.11.0'
>>> 

[troyliu0105]

for now, there is a workaround for u. to install onnxruntime on Apple silicon with conda-forge

conda install onnxruntime -c conda-forge

@ShomyLiu @davidatorres

[mattbell87]

I'm getting this error just today on Windows and Docker (alpine container)

[ShomyLiu]

@troyliu0105 thanks for the solution. That is indeed works except that I have to install anconda and set a new python environmen since i use the native python environment.
Thanks all.

[troyliu0105]

@troyliu0105 thanks for the solution. That is indeed works except that I have to install anconda and set a new python environmen since i use the native python environment. Thanks all.

And I tried to compile the wheels for Python 3.8/3.9 (Apple Silicon), maybe u need it. and here is the command I used to compile them (Tested on Macbook M1 Pro)

./build.sh --config Release --osx_arch arm64 --osx_arch arm64 --build_wheel --enable_pybind --parallel --use_coreml --use_extensions --skip_tests --build_shared_lib

onnxruntime-1.11.0-cp38-cp38-macosx_12_0_arm64.whl
onnxruntime-1.11.0-cp39-cp39-macosx_12_0_arm64.whl

[ShomyLiu]

@troyliu0105 great!
Thanks a lot for this compile command and the whl files. It helps a lot

[davidatorres]

@troyliu105 - Using Conda worked for me on Mac OSX with Python 3.9, but fails on Windows with Python 3.10.

conda install onnxruntime -c conda-forge

[venttola]

Same issue on Manjaro Linux 21.2.5 with Python 3.10.2.

pip install  onnxruntime
ERROR: Could not find a version that satisfies the requirement onnxruntime (from versions: none)
ERROR: No matching distribution found for onnxruntime

However my docker build works and I am using public.ecr.aws/lambda/python:3.8 as base image.

[troyliu0105]

@davidatorres @venttola for now, offical pypi only has wheels for 3.7 to 3.9. If you wanna use onnxruntime with 3.10. You should compile it by yourself.

[venttola]

@troyliu0105 Thanks! I should have probably discovered this by myself. Works with Python 3.9.

[faxu]

We'll plan to add 3.10 soon so thank you for your input!

[amibeuret]

@troyliu0105 thanks for the solution. That is indeed works except that I have to install anconda and set a new python environmen since i use the native python environment. Thanks all.

And I tried to compile the wheels for Python 3.8/3.9 (Apple Silicon), maybe u need it. and here is the command I used to compile them (Tested on Macbook M1 Pro)

./build.sh --config Release --osx_arch arm64 --osx_arch arm64 --build_wheel --enable_pybind --parallel --use_coreml --use_extensions --skip_tests --build_shared_lib

onnxruntime-1.11.0-cp38-cp38-macosx_12_0_arm64.whl onnxruntime-1.11.0-cp39-cp39-macosx_12_0_arm64.whl

Thanks, this was really helpful!

[JeyDi]

@troyliu0105 thanks for the solution. That is indeed works except that I have to install anconda and set a new python environmen since i use the native python environment. Thanks all.

And I tried to compile the wheels for Python 3.8/3.9 (Apple Silicon), maybe u need it. and here is the command I used to compile them (Tested on Macbook M1 Pro)

./build.sh --config Release --osx_arch arm64 --osx_arch arm64 --build_wheel --enable_pybind --parallel --use_coreml --use_extensions --skip_tests --build_shared_lib

onnxruntime-1.11.0-cp38-cp38-macosx_12_0_arm64.whl onnxruntime-1.11.0-cp39-cp39-macosx_12_0_arm64.whl

Thank you this is very helpful..however remember to install numpy in your python environment before launching this command.

ps: I wrote a simple process here to install in your machine and build the wheel.

# clone the project locally (for example onnxruntime)

# remember to install numpy and wheel in your python environment (the package will be compiled with the python version you have installed)
# if you have pyenv be sure to use the right python version: pyenv shell 3.9.12 (for example)
pip install numpy wheel

# It's also good to have installed some brew packages if you are on mac (required for example with skl2onnx)
brew install cmake protobuf

# launch this command inside the project
./build.sh --config Release --osx_arch arm64 --osx_arch arm64 --build_wheel --enable_pybind --parallel --use_coreml --use_extensions --skip_tests --build_shared_lib

# you can find the wheel builded inside the folder: onnxruntime/build/<OperatingSystem/Release/dist
# add the wheel inside your project (copy and paste)

# if you are using poetry you can install the wheel by inserting this line in the pyproject.toml (put this on tool.poetry.dependencies)
onnxruntime = { file = "onnx/the-package-name-compiled.whl" }

# Then you can install with
poetry install

# Instead you can use directly pip
pip install the-package-name-compiled.whl

If you want more informations on build you can also look the official documentation here

[themanyone]

Thanks for suggestions. I had to use python3.10 -m pip install onnxruntime because of python3.11 being default.

Edit: Much later, after being given every possible hint without straight up telling me, I "discovered" that, if I didn't set up venv using the right version of python to begin with, I can still go inside the venv and make python and pip a simlink to whatever versions I want. And when old docs say python3 they usually mean python3.10 or maybe someday a later version. Was I expected to know this all along?

ln -sf python3.10 python
ln -sf python3.10 python3
ln -sf pip3.10 pip
ln -sf pip3.10 pip3

[wixphotos]

We don't support packages for M1 yet. It works just fine for other macosx versions. Tested on Catalina 10.15.7.

(py39) MACHINE-M-Q132:~ MACHINE$ pip install onnxruntime
Collecting onnxruntime
  Downloading onnxruntime-1.11.0-cp39-cp39-macosx_10_15_x86_64.whl (5.7 MB)
     |████████████████████████████████| 5.7 MB 3.5 MB/s 
Collecting numpy>=1.21.0
  Downloading numpy-1.22.3-cp39-cp39-macosx_10_14_x86_64.whl (17.6 MB)
     |████████████████████████████████| 17.6 MB 4.2 MB/s 
Collecting flatbuffers
  Downloading flatbuffers-2.0-py2.py3-none-any.whl (26 kB)
Collecting protobuf
  Downloading protobuf-3.19.4-cp39-cp39-macosx_10_9_x86_64.whl (961 kB)
     |████████████████████████████████| 961 kB 3.6 MB/s 
Installing collected packages: protobuf, numpy, flatbuffers, onnxruntime
Successfully installed flatbuffers-2.0 numpy-1.22.3 onnxruntime-1.11.0 protobuf-3.19.4

(py39) MACHINE-M-Q132:~ MACHINE$ python -V
Python 3.9.11
(py39) MACHINE-M-Q132:~ MACHINE$ python
Python 3.9.11 (main, Mar 28 2022, 05:06:49) 
[Clang 12.0.0 ] :: Anaconda, Inc. on darwin
Type "help", "copyright", "credits" or "license" for more information.

i>>> import onnxruntime as rt
>>> rt.__version__
'1.11.0'
>>> 

Hi, any idea when M1, M2 and M3 will be supported?

[jainabhishek]

I faced the same issue and the following command worked for me:
python3 -m pip install onnxruntime

[sidsarasvati]

I faced the same issue and the following command worked for me: python3 -m pip install onnxruntime

This worked
Why?

[devinschumacher]

I faced the same issue and the following command worked for me: python3 -m pip install onnxruntime

This worked Why?

Running python3 -m pip install onnxruntime ensures that onnxruntime is installed in the specific environment associated with the python3 command.

maybe you were accident installing to a diff env?

[hteeyeoh]

Facing the same issue here: I was using an python3.10-alpine base image for my container application.
When I try to install onnxruntime,

[build 7/8] RUN pip install onnxruntime:
0.977 ERROR: Could not find a version that satisfies the requirement onnxruntime (from versions: none)
0.990 ERROR: No matching distribution found for onnxruntime

Any comment or suggestion for next steps?