move to nvidia docker

Dockerfile

@@ -1,20 +1,27 @@
-FROM python:3.9
-WORKDIR /fastapi/app
+FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04
+RUN useradd -m -u 1000 user
+WORKDIR /home/user/app
 RUN apt-get update && apt-get install -y \
-    nginx \
-    ffmpeg \
-    espeak-ng \
-    && rm -rf /var/lib/apt/lists/*
-COPY ./requirements.txt /fastapi/requirements.txt
-RUN pip install --no-cache-dir --upgrade -r /fastapi/requirements.txt
-COPY ./app /fastapi/app
+    git make build-essential libssl-dev zlib1g-dev \
+    libsqlite3-dev wget llvm libncursesw5-dev xz-utils tk-dev libxml2-dev \
+    libxmlsec1-dev libffi-dev liblzma-dev git-lfs ffmpeg libsm6 libxext6 cmake  \
+    libgl1-mesa-glx curl nginx espeak-ng openssl libssl1.0-dev libbz2-dev \
+    libncurses5-dev libreadline-dev \
+    && rm -rf /var/lib/apt/lists/* && git lfs install
+RUN curl https://pyenv.run | bash
+RUN pyenv install 3.8.9 && pyenv global 3.8.9 && pyenv rehash && \
+    pip install --no-cache-dir --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir datasets huggingface-hub "protobuf<4" "click<8.1"
+COPY ./requirements.txt /home/user/requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /home/user/requirements.txt
+COPY ./app /home/user/app
 COPY ./default /etc/nginx/sites-available
-RUN chown -R 1000 /var/log/nginx/ /var/lib/nginx/ /run/ /fastapi/app/
-RUN mkdir -p /.config
-RUN chown -R 1000 /.config
-RUN chmod 777 /.config
-RUN mkdir -p /.cache
-RUN chown -R 1000 /.cache
-RUN chmod 777 /.cache
+RUN chown -R 1000 /var/log/nginx/ /var/lib/nginx/ /run/ /home/user/app/
+#RUN mkdir -p /home/user/.config
+#RUN chown -R 1000 /home/user/.config
+#RUN chmod 777 /home/user/.config
+#RUN mkdir -p /home/user/.cache
+#RUN chown -R 1000 /home/user/.cache
+#RUN chmod 777 /home/user/.cache
 EXPOSE 7860
-CMD ["/bin/sh", "/fastapi/app/start.sh"]
+CMD ["/bin/sh", "/home/user/app/start.sh"]