Update Dockerfile

Dockerfile

@@ -1,17 +1,43 @@
-FROM basisai/python-cuda:3.8.6-10.1
+FROM nvidia/cuda:11.8-devel-ubuntu18.04
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+        cuda-libraries-11-8=11.8.2-1 \
+        cuda-nvtx-11-8=11.8.2-1 \
+        libcudnn8=8.0.4.30-1+cuda11.0 \
+    && \
+    apt-mark hold cuda-libraries-11-8 cuda-nvtx-11-8 libcudnn8 && \
+    rm -rf /var/lib/apt/lists/*
+
+ENV PATH /usr/local/cuda-11.8/bin:$PATH
+ENV LD_LIBRARY_PATH /usr/local/cuda-11.8/lib64:$LD_LIBRARY_PATH
 
 ARG DEBIAN_FRONTEND=noninteractive
 ENV PYTHONUNBUFFERED=1
+ENV PYTHON_INCLUDE /usr/include/python3.8
+ENV PYTHON_LIB /usr/lib/x86_64-linux-gnu/libpython3.8.so
 
 WORKDIR /app
-
+# Install python, git & ffmpeg
+RUN apt-get update && apt-get install --no-install-recommends -y \
+  build-essential \
+  python3.9 \
+  python3-pip \
+  git \
+  ffmpeg \
+  && apt-get clean && rm -rf /var/lib/apt/lists/*
 COPY ./requirements.txt /app/requirements.txt
 COPY ./packages.txt /app/packages.txt
 RUN pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 torchaudio==0.12.1+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html
-RUN pip install --no-cache-dir -r /app/requirements.txt
-RUN pip install --no-cache-dir numba==0.56.3
+RUN apt-get update && xargs -r -a /app/packages.txt apt-get install -y && rm -rf /var/lib/apt/lists/*
+RUN apt-get update && apt-get install -y python3-dev
+RUN apt-get update && apt-get install -y build-essential
+RUN which python3
+RUN which python3-config
+RUN pip3 install --no-cache-dir -r /app/requirements.txt
+RUN apt-get update && apt-get install -y build-essential
+RUN pip3 install --no-cache-dir numba==0.56.3
 RUN pip install --upgrade pip setuptools wheel
-RUN pip install pyworld
+RUN pip3 install --no-binary :all: pyworld
 RUN pip install soundfile
 
 WORKDIR /app