Dockerfile

# syntax=docker/dockerfile:1

FROM ubuntu:20.04


EXPOSE 7865
RUN apt-get update && \
    apt-get install -y git
# Clone the repository
RUN git clone https://github.com/Render-AI/cog-rvc-training.git /app/cog-rvc-training

COPY . .

# タイムゾーン環境変数を設定
ENV DEBIAN_FRONTEND=noninteractive TZ=Etc/UTC

RUN apt-get update && \
    apt-get install -y -qq ffmpeg aria2 tzdata && \
    echo "Etc/UTC" > /etc/timezone && \
    ln -fs /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
    dpkg-reconfigure --frontend noninteractive tzdata && \
    apt-get install -y software-properties-common && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# Add the deadsnakes PPA to get Python 3.9
RUN add-apt-repository ppa:deadsnakes/ppa

# Install Python 3.9 and pip
RUN apt-get update && \
    apt-get install -y build-essential python-dev python3-dev python3.9-distutils python3.9-dev python3.9 curl && \
    apt-get clean && \
    update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1 && \
    curl https://bootstrap.pypa.io/get-pip.py | python3.9

# Set Python 3.9 as the default
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.9 1
WORKDIR /app/cog-rvc-training
RUN python3 -m pip install --upgrade pip==23.3
RUN python3 -m pip install --no-cache-dir -r requirements.txt

RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/D40k.pth -d assets/pretrained_v2/ -o D40k.pth
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/G40k.pth -d assets/pretrained_v2/ -o G40k.pth
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0D40k.pth -d assets/pretrained_v2/ -o f0D40k.pth
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0G40k.pth -d assets/pretrained_v2/ -o f0G40k.pth

RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP2-人声vocals+非人声instrumentals.pth -d assets/uvr5_weights/ -o HP2-人声vocals+非人声instrumentals.pth
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP5-主旋律人声vocals+其他instrumentals.pth -d assets/uvr5_weights/ -o HP5-主旋律人声vocals+其他instrumentals.pth

RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/hubert_base.pt -d assets/hubert -o hubert_base.pt

RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/rmvpe.pt -d assets/rmvpe -o rmvpe.pt
RUN pip uninstall librosa numba -y
RUN pip install librosa==0.8.1 numba==0.53.1
RUN mkdir -m 777 /tmp/NUMBA_CACHE_DIR /tmp/MPLCONFIGDIR
ENV NUMBA_CACHE_DIR=/tmp/NUMBA_CACHE_DIR/
ENV MPLCONFIGDIR=/tmp/MPLCONFIGDIR/
RUN mkdir -p configs/v1/
#RUN mkdir configs/v1/32k.json -p
RUN chmod 777 configs/v1/40k.json
RUN chmod 777 configs/v1/32k.json
RUN chmod 777 configs/v1/48k.json
RUN chmod 777 configs/v2/32k.json
RUN chmod 777 configs/v1/40k.json
RUN chmod 777 configs/v2/48k.json
RUN chmod 777 configs/v1/
RUN chmod 777 configs/
RUN chmod 777 infer/modules/train/preprocess.py
RUN mkdir TEMP/
RUN chmod 777 TEMP/
RUN mkdir assets/weights/
RUN chmod 777 assets/weights/
USER root

RUN python3 -c "import numba; numba.config.DISABLE_JIT = True; import librosa"

VOLUME [ "/app/weights", "/app/opt" ]

CMD ["python3", "infer-web.py"]