[Bug] Illegal hardware instruction

[e16m]

• [O ] I didn't find a similar issue already open.
• [O] I read the documentation (README AND Wiki)
• [O] I have installed FFMpeg
• [O] My problem is related to Spleeter only, not a derivative product (such as Webapplication, or GUI provided by others)

Description

On a windows PC, I was able to successfully run a command using 'spleeter separator test.mp3'. However, on my mac which runs macOS Big Sur with Apple M1, I get the following error when running the same command: zsh: illegal hardware instruction

My question is, is spleeter incompatible with Big Sur or Apple M1? I found that this was the case for tensorflow, and I'm curious if there is any way around this to run spleeter on my mac. Thanks.

Step to reproduce

1. Installed using pip with python 3.8
2. Ran as 'spleeter separator test.mp3' on terminal
3. Got 'illegal hardware instruction' error

Output

When I run the script I get the following error: zsh: illegal hardware instruction
My expectation was that it would run the same as on my PC, with a success message.

Environment

OS	macOS Big Sur Version 11.1
Installation type	pip
RAM available	16 GB
Hardware spec	-

Additional context

[romi1502]

Hi @rappercodes,
we have not tested spleeter on Apple M1 yet, and it is very likely that the issue comes from an incompatibility issue.
We have no M1 available at the moment to investigate on this issue, but if you find any hints about what could fix the issue, let us know.

[e16m]

Thanks @romi1502. It does seem like an incompatibility issue. If I do come across anything I will share here.

[Faylixe]

I confirm that Tensorflow compatibility with Apple M1 chip is not available at the moment, you can find some workaround based on Rosetta 2 here.

Do not hesitate to tell us if you manage to make it work with Rosetta, otherwise we will just wait a TF release that is compatible with M1 :)

[d-dawg78]

For those of you who want to run Spleeter on a Mac with M1 chips, you may find a guide for installing TF here:

https://drive.google.com/drive/folders/1oSipZLnoeQB0Awz8U68KYeCPsULy_dQ7?usp=sharing

And a guide for building and installing Spleeter here:

https://drive.google.com/drive/folders/1ioRr6-xRNizoR7xqWxXUdgjoijFOd2SC?usp=sharing

Note that this is a temporary fix, until TF is updated to run on these new chips. Enjoy!

[kode54]

Any updates?

[konglong87]

？

[kpatdev]

Anyone able to build a whl file for an M1 Pro running python 3.9? I can't seem to get it to build with bazel. Keeps erroring out. Super annoying. Not sure why this issue is closed. It should remain OPEN until there is an easier way to get this to run on M1...

Edit:

The error has to do with numpy (Executing genrule @local_config_python//:numpy_include failed (Exit 1)).

Trying some workarounds I saw but so far its been rough trying to get this to build through bazel.

[vumaasha]

is it possible to use dockerized images to workaround M1 specific issue?

[tartale]

FWIW, I found this guide for tensorflow:
https://betterprogramming.pub/installing-tensorflow-on-apple-m1-with-new-metal-plugin-6d3cb9cb00ca

I'm going to still follow the workaround for spleeter, but if having a native M1 tensorflow install was a blocker, it may no longer be.

[overdub60]

Unfortunately, none of the suggested solutions have been working for me. Would really like this to work in my M1.

[sslupsky]

I am attempting to install Spleeter on a MBP with M1 Max.

Apple published details of how to install Tensorflow on Apple Silicon Macs with Tensorflow Pluggable Device support for Metal here:

https://developer.apple.com/metal/tensorflow-plugin/

That installed Tensorflow 2.7.0

Name: tensorflow-macos
Version: 2.7.0
Summary: TensorFlow is an open source machine learning framework for everyone.
Home-page: https://www.tensorflow.org/
Author: Google Inc.
Author-email: packages@tensorflow.org
License: Apache 2.0
Location: /Users/stevenslupsky/miniforge3/lib/python3.9/site-packages
Requires: absl-py, astunparse, flatbuffers, gast, google-pasta, grpcio, h5py, keras, keras-preprocessing, libclang, numpy, opt-einsum, protobuf, six, tensorboard, tensorflow-estimator, termcolor, typing-extensions, wheel, wrapt
Required-by: 

I installed ffmpeg and libsndfile successfully. When installing spleeter, I see an enormous number of error messages. At the end is the following:

ERROR: Cannot install spleeter==2.1.0 and spleeter==2.3.0 because these package versions have conflicting dependencies.

The conflict is caused by:
    spleeter 2.3.0 depends on tensorflow==2.5.0
    spleeter 2.1.0 depends on pandas==1.1.2

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/user_guide/#fixing-conflicting-dependencies