Comments (6)
mcherep
commented on June 9, 2024
1
I'm trying to install it on M1 and I have the same issue. It'd be great to support it!
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aphillipo
commented on June 9, 2024
1
I'm sort of there inside docker at least, using my own repo that just removes the version numbers on librosa and numba...
Here is the current docker:
FROM ubuntu:22.04
# avoid stuck build due to user prompt
ARG DEBIAN_FRONTEND=noninteractive
RUN apt-get update -y
RUN apt-get install libasound-dev libportaudio2 libportaudiocpp0 portaudio19-dev libsndfile1 -y
RUN apt-get install -y wget
RUN apt-get install software-properties-common git -y
RUN add-apt-repository ppa:deadsnakes/ppa -y
RUN apt update
RUN apt-get install -y python3.8 python3.8-dev python3.8-venv build-essential
RUN apt-get clean && rm -rf /var/lib/apt/lists/*
RUN bash -c 'wget --no-check-certificate -O - https://apt.llvm.org/llvm-snapshot.gpg.key' | apt-key add -
RUN add-apt-repository 'deb http://apt.llvm.org/jammy/ llvm-toolchain-jammy main'
RUN apt-get install llvm-11* -y
RUN python3.8 -m venv /venv
ENV PATH=/venv/bin:$PATH
RUN pip3 install --no-cache-dir soundfile
RUN pip3 install --no-cache-dir numpy
RUN pip3 install --no-cache-dir numba
RUN pip3 install --no-cache-dir Pyaudio
RUN pip3 install --no-cache-dir cython
RUN pip3 install --no-cache-dir git+https://github.com/aphillipo/BeatNet
CMD ["python"]
To run it add the above to a directory in a file called Dockerfile and then run the following:
docker build -t beatnet-dockerised .
docker run --rm --device /dev/null:/dev/snd -it beatnet-dockerisedThis will drop you into a python shell that might be able to run the offline models - the streaming ones seem to have an ASLA crash that I don't understand.
Anyway this is at least a start, it would be good for the author to consider checking if the packages he depends on specific versions for have been fixed because they cause incompatibility on MacOS and make things very hard to build. I'll leave mounting a volume for music to read from as an exercise for the reader...
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danigb
commented on June 9, 2024
1
This seems to work on my computer:
LLVM_CONFIG="/opt/homebrew/Cellar/llvm@11/11.1.0_4/bin/llvm-config" arch -arm64 pip install BeatNet
Source: https://stackoverflow.com/questions/67567987/m1-mac-how-to-install-llvm
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aphillipo
commented on June 9, 2024
Interesting, if I remove the versions from numpy and librosa things seem to work inside docker at least on an M1. Here is the docker so you can see what I'm doing...
FROM ubuntu:22.04
ARG DEBIAN_FRONTEND=noninteractive
RUN apt-get update -y
RUN apt-get install libasound-dev libportaudio2 libportaudiocpp0 portaudio19-dev -y
RUN apt-get install -y wget
RUN apt-get install --no-install-recommends -y python3.10 python3.10-dev python3.10-venv build-essential && apt-get clean
RUN apt-get install software-properties-common git -y
RUN rm -rf /var/lib/apt/lists/*
RUN bash -c 'wget --no-check-certificate -O - https://apt.llvm.org/llvm-snapshot.gpg.key' | apt-key add -
RUN add-apt-repository 'deb http://apt.llvm.org/jammy/ llvm-toolchain-jammy main'
RUN apt-get install llvm-11* -y
RUN useradd --create-home myuser
RUN python3 -m venv /home/myuser/venv
ENV PATH="/home/myuser/venv/bin:$PATH"
RUN pip3 install --no-cache-dir numpy
RUN pip3 install --no-cache-dir numba
RUN pip3 install --no-cache-dir Pyaudio
RUN pip3 install --no-cache-dir cython
RUN pip3 install --no-cache-dir git+https://github.com/aphillipo/BeatNet
CMD ["python"]
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llemtt
commented on June 9, 2024
I've managed to compile on my M2 running Ventura installing llvm-11 with MacPorts and using:
LLVM_CONFIG="/opt/local/libexec/llvm-11/bin/llvm-config" arch -arm64 pip install BeatNet
but
from BeatNet.BeatNet import BeatNet
fails with this error:
Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/Users/teo/Library/Python/3.9/lib/python/site-packages/BeatNet/BeatNet.py", line 8, in <module> from madmom.features import DBNDownBeatTrackingProcessor File "/Users/teo/Library/Python/3.9/lib/python/site-packages/madmom/__init__.py", line 24, in <module> from . import audio, evaluation, features, io, ml, models, processors, utils File "/Users/teo/Library/Python/3.9/lib/python/site-packages/madmom/audio/__init__.py", line 27, in <module> from . import comb_filters, filters, signal, spectrogram, stft File "madmom/audio/comb_filters.pyx", line 1, in init madmom.audio.comb_filters ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject
?
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Related Issues (20)
- Restrictive Numba dependency makes Numpy type hints non-descriptive HOT 1
- How to get bpm state space value? HOT 3
- which numpy version should i use? HOT 7
- why BeatNet SOTA model? HOT 1
- Add CoreML model conversion script & tutorial HOT 1
- Could you please provide a complete code of training? HOT 2
- I have audio data, how do I call this? HOT 9
- Incompatable with Spleeter? HOT 4
- Help install BeatNet HOT 1
- Not speeding up inference on using CUDA/GPU HOT 5
- Numpy > 1.20 depreciation error HOT 1
- Not able to import beatnet HOT 1
- Make pyaudio optional? HOT 3
- beatnet train script HOT 2
- Unusual licensing choice HOT 1
- Can't install on Ubuntu 20.04.1 - the version of numba required by the package can't be found by pip (0.54.1) HOT 2
- Issues regarding the particle filtering model
- Confused about the result. HOT 3
- llvmlite error during installation HOT 1
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