voice-changer/trainer/Dockerfile

FROM debian:bullseye-slim as base

ARG DEBIAN_FRONTEND=noninteractive

RUN apt-get update 
RUN apt-get install -y python3-pip git
RUN apt-get install -y espeak
RUN apt-get install -y cmake

RUN git clone --depth 1 https://github.com/isletennos/MMVC_Trainer.git -b v1.3.1.0

RUN pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113

RUN pip install Cython==0.29.32
RUN pip install numpy==1.22.4 
RUN pip install scipy==1.9.0
RUN pip install librosa==0.9.2
RUN pip install phonemizer==3.2.1
RUN pip install Unidecode==1.3.4
RUN pip install resampy==0.4.0

RUN pip install tqdm==4.64.0
RUN pip install retry==0.9.2
RUN pip install psutil==5.9.1
RUN pip install python-socketio==5.7.1
RUN pip install eventlet==0.33.1

RUN pip install pyopenjtalk==0.2.0
RUN pip install tensorboard==2.10.0
RUN pip install matplotlib==3.5.3

WORKDIR /MMVC_Trainer/monotonic_align
RUN cythonize -3 -i core.pyx \
 && mv core.cpython-39-x86_64-linux-gnu.so monotonic_align/


FROM debian:bullseye-slim
RUN apt-get update \
        && apt-get install -y python3-pip espeak gosu\
        && apt-get clean \
        && rm -rf /var/lib/apt/lists/*

COPY --from=base /usr/local/lib/python3.9/dist-packages /usr/local/lib/python3.9/dist-packages
COPY --from=base /MMVC_Trainer /MMVC_Trainer

COPY fine_model/G_180000.pth /MMVC_Trainer/fine_model/G_180000.pth
COPY fine_model/D_180000.pth /MMVC_Trainer/fine_model/D_180000.pth

# RUN groupadd -g 61000 docker
# RUN useradd -g 61000 -l -m -s /bin/false -u 61000 docker
# USER docker

WORKDIR /MMVC_Trainer
ADD /setup.sh  /MMVC_Trainer/
ADD /exec.sh  /MMVC_Trainer/
RUN chmod 0777 . -R
# RUN chmod 0777 exec.sh
# RUN chmod 0666 train_ms.py
RUN chmod 0777 /usr/local/lib/python3.9/dist-packages/pyopenjtalk

ENTRYPOINT ["/bin/bash", "setup.sh"]
CMD [ "-h"]

# FROM ubuntu:focal-20220531 as base

# ARG DEBIAN_FRONTEND=noninteractive

# RUN apt-get update && apt-get install -y libfreetype6-dev g++ cmake sox libsndfile1-dev ffmpeg flac python3-pip
# RUN apt-get install -y git emacs mlocate curl wget unzip

# RUN git clone https://github.com/isletennos/MMVC_Trainer.git

# RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
#     sh Miniconda3-latest-Linux-x86_64.sh -b -p /opt/miniconda3 && \
#     rm -r Miniconda3-latest-Linux-x86_64.sh

# ENV PATH /opt/miniconda3/bin:$PATH
# RUN pip install --upgrade pip && \
#      conda update conda  && \
#      conda create -n mmvc -c defaults python=3.7 &&  \
#      conda init && \
#      echo "conda activate mmvc" >> ~/.bashrc 

# SHELL ["conda", "run", "-n", "mmvc", "/bin/bash", "-c"]

# ENV CONDA_DEFAULT_ENV mmvc && \
#     PATH /opt/conda/envs/mmvc/bin:$PATH

# RUN pip install pyopenjtalk
# RUN pip install Cython==0.29.21 librosa==0.8.0 matplotlib==3.3.1 numpy phonemizer==2.2.1 scipy==1.5.2 tensorboard  Unidecode==1.1.1 retry tqdm resampy==0.2.2
# RUN pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113

# RUN pip install  psutil

# COPY fine_model/G_180000.pth /MMVC_Trainer/fine_model/G_180000.pth
# COPY fine_model/D_180000.pth /MMVC_Trainer/fine_model/D_180000.pth

# WORKDIR /MMVC_Trainer