TensorFlow 2.1.0 is not supported on Mac osx-64

timpitman commented 4 years ago

Actual Behavior

TensorFlow 2.1.0 is available for linux-64 and win-64 platforms from https://anaconda.org/anaconda/tensorflow, but not for osx-64. The issue has been reported inside https://github.com/tensorflow/tensorflow/issues/35754, however that issue is closed.

Expected Behavior

Tensorflow 2.1.0 should be available for Mac (osx-64)

Steps to Reproduce

conda install tensorflow=2.1.0

Anaconda or Miniconda version:

Anaconda 2020.02

Operating System:

osx-64

csoja commented 4 years ago

This is still on the to-do list. Unfortunately, it has not been as easy to build for macOS for this version as previous ones.

timpitman commented 4 years ago

Thanks @csoja, to give context - this is preventing Conda users of our StellarGraph graph machine learning library from installing on MacOS via the conda package.

kmalfroid commented 3 years ago

macOS is still stuck at 2.0.0: https://anaconda.org/anaconda/tensorflow

Any update on this?

katietz commented 3 years ago

I am on this issue. I will get to osx version soon.

pgunn commented 3 years ago

This is getting to be an issue for us as well with maintaining our CaImAn neuroscience suite:

https://anaconda.org/conda-forge/caiman

pgunn commented 3 years ago

(In our case, it's also an issue that we're locked on python 3.7 on OSX because there are no recent builds)

katietz commented 3 years ago

Yes, I understand your issue pretty well, but until now Tensorflow resisted pretty well to be built on MacOSX using clang. I spend several hours on this issue, but sadly couldn't resolve it. Some parts of tensorflow seems to stick to a gcc compiler and it was impossible to build it by using clang.

Of course help is most welcome on this. I can push my changes to the custom-compier settings I did for it.

pgunn commented 3 years ago

Is installing/using a real gcc on OSX an option?

katietz commented 3 years ago

Yes, it is at least worth a try. We could build a gcc 10 using specific 10.14 SDK as sysroot ... I am in doubt that current crosstool-ng supports native osx. It isn't hard to build a gcc for OSX, nevertheless we would need to take care to distribute runtime libraries and target-libraries for it, as we would do for other targets too.

xhochy commented 3 years ago

We now have a tensorflow package on conda-forge using conda-forge's compiler stack, feel free to merge this / take a look at it.

CrystalCo commented 2 years ago

tensorflow version 2.1.0 is not showing up as an option on the conda-forge channel

pgunn commented 2 years ago

tensorflow version 2.1.0 is not showing up as an option on the conda-forge channel

2.4.1 is available on conda-forge; is 2.1.0 specifically needed, or can you use a newer version?

CrystalCo commented 2 years ago

I tried installing 2.4.1 to test if it would work, but did not find that package version in my anaconda navigator for the specific environment I installed it in. Perhaps it is an issue on my end. $ conda install -c conda-forge tensorflow produced:

Collecting package metadata (current_repodata.json): done
Solving environment: done

## Package Plan ##

  environment location: /opt/anaconda3/envs/SySe_VulnerabilityDetection

  added / updated specs:
    - tensorflow

The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    ca-certificates-2021.5.30  |       h033912b_0         136 KB  conda-forge
    certifi-2021.5.30          |   py37hf985489_0         141 KB  conda-forge
    openssl-1.1.1k             |       h0d85af4_0         1.9 MB  conda-forge
    python_abi-3.7             |          2_cp37m           4 KB  conda-forge
    ------------------------------------------------------------
                                           Total:         2.2 MB

The following NEW packages will be INSTALLED:

  python_abi         conda-forge/osx-64::python_abi-3.7-2_cp37m

The following packages will be SUPERSEDED by a higher-priority channel:

  ca-certificates    pkgs/main::ca-certificates-2021.7.5-h~ --> conda-forge::ca-certificates-2021.5.30-h033912b_0
  certifi            pkgs/main::certifi-2021.5.30-py37hecd~ --> conda-forge::certifi-2021.5.30-py37hf985489_0
  openssl              pkgs/main::openssl-1.1.1k-h9ed2024_0 --> conda-forge::openssl-1.1.1k-h0d85af4_0

Proceed ([y]/n)? y

Downloading and Extracting Packages
ca-certificates-2021 | 136 KB    | ############################################################################## | 100% 
python_abi-3.7       | 4 KB      | ############################################################################## | 100% 
openssl-1.1.1k       | 1.9 MB    | ############################################################################## | 100% 
certifi-2021.5.30    | 141 KB    | ############################################################################## | 100% 
Preparing transaction: done
Verifying transaction: | WARNING conda.core.path_actions:verify(962): Unable to create environments file. Path not writable.
  environment location: /Users/crystalcontreras/.conda/environments.txt

done
Executing transaction: \ WARNING conda.core.envs_manager:register_env(50): Unable to register environment. Path not writable or missing.
  environment location: /opt/anaconda3/envs/SySe_VulnerabilityDetection
  registry file: /Users/crystalcontreras/.conda/environments.txt
done

ContinuumIO / anaconda-issues