Fixing Install Script Typo & adding Conda Install Support #63

mwidjaja1 · 2020-12-11T00:50:34Z

Update

As of 02/02/2021, Apple has updated this copy of TensorFlow. I have created a Conda Environment File to make it easier to install TensorFlow to MiniForge (not Anaconda -- Anaconda is not ARM compatible). Instructions on how to do this are tentatively posted on: #153

Original PR

Hello there,

I'd like to propose this PR to address two issues:

There is a typo right now where $virtual_env has two forms of capitalization in the installation script that's causing pip to crash during installation
By removing the check for finding bin/activate for Python and being more clever with when we need to activate it (i.e. only when we're using a virtual env), we can make the installation script work for Conda/Miniforge installs. I also added documentation to Readme.md about how one can install Tensorflow on Conda if they'd like.

mwidjaja1 · 2020-12-11T00:53:23Z

Update

As of 02/02/2021, Apple has updated this copy of TensorFlow. I have created a Conda Environment File to make it easier to install TensorFlow to MiniForge (not Anaconda -- Anaconda is not ARM compatible). Instructions on how to do this are tentatively posted on: #153

Original Post

To install Tensorflow in a Conda-supported Python, DO NOT USE ANACONDA. Anaconda is not ARM supported. Use Miniforge which is noted in step 1.

Install the Apple Silicon version of Miniforge from https://github.com/conda-forge/miniforge/#download
[Optional] Create your own environment for TF with Python version 3.8
Modify the install_venv.sh script in place where it is -- do not move it or rename it. Modify it with the contents of https://github.com/apple/tensorflow_macos/blob/793e0a7675ad66385f76248d8794eea966967974/scripts/install_venv.sh.
Run the updated install_venv.sh script by running bash REPLACE_WITH_PATH_TO_SCRIPT --prompt. It will prompt you for a path to your virtual environment which you made using Miniforge. In my example below, the name of my Conda env is tensorflow and Miniforge is installed in my home directory.

bash scripts/install_venv.sh --prompt
Path to new or existing virtual environment [default: /Users/Matthew/tensorflow_macos_venv/]: /Users/Matthew/miniforge3/envs/tensorflow

###########################################################################

scripts/install_venv.sh will perform the following operations:
-> Install tensorflow_macos 0.1a1 into existing virtual environment /Users/Matthew/miniforge3/envs/tensorflow.
-> Install bundled binary wheels for numpy-1.18.5, grpcio-1.33.2, h5py-2.10.0, tensorflow_addons-0.11.2+mlcompute into /Users/Matthew/miniforge3/envs/tensorflow.


Confirm [y/N]? y

>> Installing and upgrading base packages.
Collecting pip==20.2.4
  Using cached pip-20.2.4-py2.py3-none-any.whl (1.5 MB)
Collecting wheel
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Collecting six
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Installing collected packages: pip, wheel, setuptools, cached-property, six
  Attempting uninstall: pip
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    Uninstalling pip-20.2.4:
      Successfully uninstalled pip-20.2.4
  Attempting uninstall: wheel
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    Uninstalling wheel-0.36.1:
      Successfully uninstalled wheel-0.36.1
  Attempting uninstall: setuptools
    Found existing installation: setuptools 51.0.0
    Uninstalling setuptools-51.0.0:
      Successfully uninstalled setuptools-51.0.0
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    Uninstalling cached-property-1.5.2:
      Successfully uninstalled cached-property-1.5.2
  Attempting uninstall: six
    Found existing installation: six 1.15.0
    Uninstalling six-1.15.0:
      Successfully uninstalled six-1.15.0
Successfully installed cached-property-1.5.2 pip-20.2.4 setuptools-51.0.0 six-1.15.0 wheel-0.36.1
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
>> Installing bundled binary dependencies.
>> Running: /Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade -t /Users/Matthew/miniforge3/envs/tensorflow/lib/python3.8/site-packages/ --no-dependencies --force /Users/Matthew/tensorflow_macos/scripts/arm64/numpy-1.18.5-cp38-cp38-macosx_11_0_arm64.whl
Processing ./scripts/arm64/numpy-1.18.5-cp38-cp38-macosx_11_0_arm64.whl
Installing collected packages: numpy
Successfully installed numpy-1.18.5
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
>> Running: /Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade -t /Users/Matthew/miniforge3/envs/tensorflow/lib/python3.8/site-packages/ --no-dependencies --force /Users/Matthew/tensorflow_macos/scripts/arm64/grpcio-1.33.2-cp38-cp38-macosx_11_0_arm64.whl
Processing ./scripts/arm64/grpcio-1.33.2-cp38-cp38-macosx_11_0_arm64.whl
Installing collected packages: grpcio
Successfully installed grpcio-1.33.2
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
>> Running: /Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade -t /Users/Matthew/miniforge3/envs/tensorflow/lib/python3.8/site-packages/ --no-dependencies --force /Users/Matthew/tensorflow_macos/scripts/arm64/h5py-2.10.0-cp38-cp38-macosx_11_0_arm64.whl
Processing ./scripts/arm64/h5py-2.10.0-cp38-cp38-macosx_11_0_arm64.whl
Installing collected packages: h5py
Successfully installed h5py-2.10.0
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
>> Running: /Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade -t /Users/Matthew/miniforge3/envs/tensorflow/lib/python3.8/site-packages/ --no-dependencies --force /Users/Matthew/tensorflow_macos/scripts/arm64/tensorflow_addons-0.11.2+mlcompute-cp38-cp38-macosx_11_0_arm64.whl
Processing ./scripts/arm64/tensorflow_addons-0.11.2+mlcompute-cp38-cp38-macosx_11_0_arm64.whl
Installing collected packages: tensorflow-addons
Successfully installed tensorflow-addons-0.11.2
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
>> Installing dependencies.
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Processing /Users/Matthew/Library/Caches/pip/wheels/a0/16/9c/5473df82468f958445479c59e784896fa24f4a5fc024b0f501/termcolor-1.1.0-py3-none-any.whl
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Processing /Users/Matthew/Library/Caches/pip/wheels/5f/fd/9e/b6cf5890494cb8ef0b5eaff72e5d55a70fb56316007d6dfe73/wrapt-1.12.1-py3-none-any.whl
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Requirement already satisfied: certifi>=2017.4.17 in /Users/Matthew/miniforge3/envs/tensorflow/lib/python3.8/site-packages (from requests<3,>=2.21.0->tensorboard) (2020.12.5)
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Installing collected packages: absl-py, astunparse, flatbuffers, gast, google-pasta, keras-preprocessing, opt-einsum, protobuf, tensorflow-estimator, termcolor, typing-extensions, wrapt, werkzeug, pyasn1, rsa, pyasn1-modules, cachetools, google-auth, oauthlib, idna, chardet, urllib3, requests, requests-oauthlib, google-auth-oauthlib, markdown, tensorboard-plugin-wit, tensorboard, typeguard
Successfully installed absl-py-0.11.0 astunparse-1.6.3 cachetools-4.2.0 chardet-3.0.4 flatbuffers-1.12 gast-0.4.0 google-auth-1.23.0 google-auth-oauthlib-0.4.2 google-pasta-0.2.0 idna-2.10 keras-preprocessing-1.1.2 markdown-3.3.3 oauthlib-3.1.0 opt-einsum-3.3.0 protobuf-3.14.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-2.25.0 requests-oauthlib-1.3.0 rsa-4.6 tensorboard-2.4.0 tensorboard-plugin-wit-1.7.0 tensorflow-estimator-2.3.0 termcolor-1.1.0 typeguard-2.10.0 typing-extensions-3.7.4.3 urllib3-1.26.2 werkzeug-1.0.1 wrapt-1.12.1
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
Collecting ipython
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Installing collected packages: parso, jedi, ipython-genutils, traitlets, pygments, pickleshare, ptyprocess, pexpect, wcwidth, prompt-toolkit, backcall, appnope, decorator, ipython
Successfully installed appnope-0.1.2 backcall-0.2.0 decorator-4.4.2 ipython-7.19.0 ipython-genutils-0.2.0 jedi-0.17.2 parso-0.7.1 pexpect-4.8.0 pickleshare-0.7.5 prompt-toolkit-3.0.8 ptyprocess-0.6.0 pygments-2.7.3 traitlets-5.0.5 wcwidth-0.2.5
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
Processing ./scripts/arm64/tensorflow_macos-0.1a1-cp38-cp38-macosx_11_0_arm64.whl
Installing collected packages: tensorflow-macos
Successfully installed tensorflow-macos-0.1a1
WARNING: You are using pip version 20.2.4; however, version 20.3.1 is available.
You should consider upgrading via the '/Users/Matthew/miniforge3/envs/tensorflow/bin/python3 -m pip install --upgrade pip' command.
Collecting pip
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Installing collected packages: pip
  Attempting uninstall: pip
    Found existing installation: pip 20.2.4
    Uninstalling pip-20.2.4:
      Successfully uninstalled pip-20.2.4
Successfully installed pip-20.3.1
###########################################################################

TensorFlow and TensorFlow Addons with ML Compute for macOS 11.0 successfully installed.

To begin, activate the virtual environment:

   . "/Users/Matthew/miniforge3/envs/tensorflow/bin/activate"

mwidjaja1 · 2020-12-16T16:19:00Z

Hey is there anything I can do to help out with this? Would be happy to help if there's something you'd like me to clean up or improve. Thanks!

hoytak · 2020-12-21T23:52:16Z

Hello @mwidjaja1, thank you for the fantastic work here! We're figuring out how to include this in some way in our next release. As you can imagine, there are non-engineering matters to resolve around taking contributions, but we're figuring it out.

mwidjaja1 · 2020-12-21T23:55:30Z

Gotcha! I'd be willing to sign anything away if needed if that's legally required 🙂. I don't know if it helps either but I am an Apple Public Beta Tester so I have those agreements 'signed off on' technically speaking already.

shixnya · 2020-12-23T18:20:45Z

Hi @mwidjaja1,

Thank you for the fantastic work!
Just a very minor note. The last message by the script seems just a little confusing when you use conda because 'activate' script does not exist in the specified folder. Perhaps a better way is separate those cases using a variable (e.g. $is_conda) and show a different message. If you also use this variable consistently when two cases are separated, this approach may also make the entire script a little more transparent.

I'm talking about this message.
To begin, activate the virtual environment:
. "/Users/Matthew/miniforge3/envs/tensorflow/bin/activate"

heathentw · 2021-01-23T05:43:45Z

@shixnya hi, I suffer from not having an 'activate' in the envs/tf/bin, which cause me failed to the installation, do you know what a 'activate' if for or how can I get it right? thanks.

shixnya · 2021-01-23T06:16:15Z

Hi @heathentw

You are right. The issue that I raised is that 'activate' script will not be generated in Conda environment because it's an option of the 'conda' command.

You can run this instead of activate script.
% conda activate envname
(envname should be a valid name of an environment. In your case, I assume it is tf.)

mwidjaja1 · 2021-01-23T16:10:14Z

Thank you @shixnya for that update. @hoytak, could you make sure this recommendation is integrated into the final script? Thanks!

pietmlr · 2021-01-24T20:24:36Z

@mwidjaja1 I tried installing using your steps shown above, but unfortunately I get an error when running the installation script:
ERROR: Package resource directory /Users/pietmuller/Downloads/tensorflow_macos-master/scripts/arm64 does not exist. Please ensure that this script is located inside the unpacked archive.

Im sure it's a dumb mistake of mine, but yea...

mwidjaja1 · 2021-01-24T22:51:21Z

@redmlr You should not be renaming any directories or moving any files around, which your terminal output makes it sound like you did.

Both your script and a directory named arm64 should be within the directory named tensorflow_macos. I don't know how the -master suffix and scripts folder came into play but it should not have.

rajivshah3 · 2020-12-26T05:06:33Z

README.md

+3. Download the archive file from the [releases](https://github.com/apple/tensorflow_macos/releases)
+4. Run `scripts/install_venv.sh --prompt` and at the prompt, provide the path to your environment's directory. For example: `~/miniforge3/envs/tensorflow` if your env name is `tensorflow` and you installed Miniforge ot your home directory.
+
+#### Notes/Users/Matthew/miniforge3/envs/tensorflow


Suggested change

#### Notes/Users/Matthew/miniforge3/envs/tensorflow

#### Notes

rajivshah3 · 2020-12-26T05:06:53Z

README.md

+1. Download a Python 3.8 for Apple Silicon ARM from https://github.com/conda-forge/miniforge/#download and install it.
+2. [Optional] Create a Python 3.8 Conda Environment for TensorFlow
+3. Download the archive file from the [releases](https://github.com/apple/tensorflow_macos/releases)
+4. Run `scripts/install_venv.sh --prompt` and at the prompt, provide the path to your environment's directory. For example: `~/miniforge3/envs/tensorflow` if your env name is `tensorflow` and you installed Miniforge ot your home directory.


Suggested change

4. Run `scripts/install_venv.sh --prompt` and at the prompt, provide the path to your environment's directory. For example: `~/miniforge3/envs/tensorflow` if your env name is `tensorflow` and you installed Miniforge ot your home directory.

4. Run `scripts/install_venv.sh --prompt` and at the prompt, provide the path to your environment's directory. For example: `~/miniforge3/envs/tensorflow` if your env name is `tensorflow` and you installed Miniforge in your home directory.

rajivshah3 · 2021-01-25T07:29:03Z

Both your script and a directory named arm64 should be within the directory named tensorflow_macos. I don't know how the -master suffix and scripts folder came into play but it should not have.

I think the -master part comes from downloading a ZIP of the repo (green "Code" button -> "Download ZIP") instead of cloning it with git

pietmlr · 2021-01-25T08:21:39Z

@redmlr You should not be renaming any directories or moving any files around, which your terminal output makes it sound like you did.

Both your script and a directory named arm64 should be within the directory named tensorflow_macos. I don't know how the -master suffix and scripts folder came into play but it should not have.

Yes, I downloaded the wrong one.. Even though I now downloaded the release package, the installation script outputs that my miniforge environment is not an virtual environment..
ERROR: /Users/pietmuller/miniforge3/envs/tensorflow_m1 does not seem to be a virtual environment. Please specify a new directory or an existing Python 3.8 virtual environment.
I'm very sorry that I'm struggling with this installation so long.. thanks for helping

mwidjaja1 · 2021-01-25T16:35:54Z

@redmlr You have to modify the script with my proposed changes in place, without moving the script or anything. I don't think you fully modified it.

pietmlr · 2021-01-25T17:34:20Z

Hello there,

I'd like to propose this PR to address two issues:

There is a typo right now where $virtual_env has two forms of capitalization in the installation script that's causing pip to crash during installation

By removing the check for finding bin/activate for Python and being more clever with when we need to activate it (i.e. only when we're using a virtual env), we can make the installation script work for Conda/Miniforge installs. I also added documentation to Readme.md about how one can install Tensorflow on Conda if they'd like.

@mwidjaja1 do you mean these?

pietmlr · 2021-01-25T19:41:54Z

Hello there,

I'd like to propose this PR to address two issues:

There is a typo right now where $virtual_env has two forms of capitalization in the installation script that's causing pip to crash during installation

By removing the check for finding bin/activate for Python and being more clever with when we need to activate it (i.e. only when we're using a virtual env), we can make the installation script work for Conda/Miniforge installs. I also added documentation to Readme.md about how one can install Tensorflow on Conda if they'd like.

@redmlr You have to modify the script with my proposed changes in place, without moving the script or anything. I don't think you fully modified it.

Thank you for your help @mwidjaja1, I appreciate it!
I already applied your fixed a few hours ago and it works definitely, but not in PyCharm, it seems that it doesn't accept this environment..

mwidjaja1 · 2021-01-25T19:48:41Z

@redmlr I don't use PyCharm anymore but I can tell you there IS a way to connect a Conda/Miniforge env to PyCharm and I was able to do it last year. That should be a Googling task outside the scope of this particular MR though -- I can't help you too much more in that area. Glad you got it working at least outside of PyCharm for now!

mwidjaja1 added 2 commits December 10, 2020 19:44

Conda Updates & Typo Fix

b5e9eed

Update README.md

793e0a7

This was referenced Dec 11, 2020

Numpy error at the end of installation #53

Open

Tensorflow cannot be installed in Mac M1 because of error ERROR: numpy-1.18.5-cp38-cp38-macosx_11_0_arm64.whl is not a supported wheel on this platform. #48

Open

hoytak self-assigned this Dec 11, 2020

dirkpitt2050 mentioned this pull request Dec 15, 2020

You are currently using TensorFlow 2.4.0-rc0 and trying to load a custom op #73

Open

rajivshah3 reviewed Jan 25, 2021

View reviewed changes

mwidjaja1 mentioned this pull request Jan 30, 2021

How to install if I use conda environments? #3

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hoytak force-pushed the master branch 2 times, most recently from 5a13fe6 to 0e31f05 Compare June 9, 2021 16:14

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Fixing Install Script Typo & adding Conda Install Support #63

Fixing Install Script Typo & adding Conda Install Support #63

mwidjaja1 commented Dec 11, 2020 •

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	#### Notes/Users/Matthew/miniforge3/envs/tensorflow
	#### Notes

	4. Run `scripts/install_venv.sh --prompt` and at the prompt, provide the path to your environment's directory. For example: `~/miniforge3/envs/tensorflow` if your env name is `tensorflow` and you installed Miniforge ot your home directory.
	4. Run `scripts/install_venv.sh --prompt` and at the prompt, provide the path to your environment's directory. For example: `~/miniforge3/envs/tensorflow` if your env name is `tensorflow` and you installed Miniforge in your home directory.

Fixing Install Script Typo & adding Conda Install Support #63

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Fixing Install Script Typo & adding Conda Install Support #63

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