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Dependency hell solved #14

Description

@napulen

Hello,

It seems that running the code in 2023 is extremely difficult because the versions of numpy, librosa, and numba create those well-known dependency hells that one runs into with pip.

This is no complain about the code itself, which is wonderful and well-written. Thank you so much for it and the instructions to run it.

In case it is helpful to anyone, I managed to find a winning combination of packages using conda. I leave the environment.yml here, which might be useful to make this code future-proof (hopefully), as all of these libraries will continue to update in the future.

Here it is. What you need to do, instead of the regular pip install -r requirements.txt is the following:

conda env create -n mlpsinger -f environment.yml
conda activate mlpsinger
python inference.py --checkpoint_path checkpoints/default/model.pt

And the contents of environment.yml are these:

name: mlpsinger
channels:
  - defaults
dependencies:
  - _libgcc_mutex=0.1=main
  - _openmp_mutex=5.1=1_gnu
  - ca-certificates=2023.08.22=h06a4308_0
  - ld_impl_linux-64=2.38=h1181459_1
  - libffi=3.4.4=h6a678d5_0
  - libgcc-ng=11.2.0=h1234567_1
  - libgomp=11.2.0=h1234567_1
  - libstdcxx-ng=11.2.0=h1234567_1
  - ncurses=6.4=h6a678d5_0
  - openssl=3.0.12=h7f8727e_0
  - pip=23.3.1=py39h06a4308_0
  - python=3.9.18=h955ad1f_0
  - readline=8.2=h5eee18b_0
  - setuptools=68.0.0=py39h06a4308_0
  - sqlite=3.41.2=h5eee18b_0
  - tk=8.6.12=h1ccaba5_0
  - tzdata=2023c=h04d1e81_0
  - wheel=0.41.2=py39h06a4308_0
  - xz=5.4.5=h5eee18b_0
  - zlib=1.2.13=h5eee18b_0
  - pip:
    - absl-py==2.0.0
    - audioread==3.0.1
    - cachetools==5.3.2
    - certifi==2023.11.17
    - cffi==1.16.0
    - charset-normalizer==3.3.2
    - contourpy==1.2.0
    - cycler==0.12.1
    - decorator==5.1.1
    - filelock==3.13.1
    - fonttools==4.46.0
    - fsspec==2023.12.2
    - google-auth==2.25.2
    - google-auth-oauthlib==1.1.0
    - grpcio==1.60.0
    - idna==3.6
    - importlib-metadata==7.0.0
    - importlib-resources==6.1.1
    - jinja2==3.1.2
    - joblib==1.3.2
    - kiwisolver==1.4.5
    - lazy-loader==0.3
    - librosa==0.8.1
    - llvmlite==0.41.1
    - markdown==3.5.1
    - markupsafe==2.1.3
    - matplotlib==3.8.2
    - mido==1.2.9
    - mpmath==1.3.0
    - msgpack==1.0.7
    - networkx==3.2.1
    - numba==0.58.1
    - numpy==1.22.0
    - nvidia-cublas-cu12==12.1.3.1
    - nvidia-cuda-cupti-cu12==12.1.105
    - nvidia-cuda-nvrtc-cu12==12.1.105
    - nvidia-cuda-runtime-cu12==12.1.105
    - nvidia-cudnn-cu12==8.9.2.26
    - nvidia-cufft-cu12==11.0.2.54
    - nvidia-curand-cu12==10.3.2.106
    - nvidia-cusolver-cu12==11.4.5.107
    - nvidia-cusparse-cu12==12.1.0.106
    - nvidia-nccl-cu12==2.18.1
    - nvidia-nvjitlink-cu12==12.3.101
    - nvidia-nvtx-cu12==12.1.105
    - oauthlib==3.2.2
    - packaging==23.2
    - pillow==10.1.0
    - platformdirs==4.1.0
    - pooch==1.8.0
    - protobuf==4.23.4
    - pyasn1==0.5.1
    - pyasn1-modules==0.3.0
    - pycparser==2.21
    - pyparsing==3.1.1
    - python-dateutil==2.8.2
    - requests==2.31.0
    - requests-oauthlib==1.3.1
    - resampy==0.4.2
    - rsa==4.9
    - scikit-learn==1.3.2
    - scipy==1.11.4
    - six==1.16.0
    - soundfile==0.12.1
    - soxr==0.3.7
    - sympy==1.12
    - tensorboard==2.15.1
    - tensorboard-data-server==0.7.2
    - threadpoolctl==3.2.0
    - torch==2.1.1
    - torchaudio==2.1.1
    - triton==2.1.0
    - typing-extensions==4.9.0
    - urllib3==2.1.0
    - werkzeug==3.0.1
    - zipp==3.17.0

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