export Dockerfile from cog, losers

Dockerfile

@@ -1,20 +1,14 @@
-FROM python:3.8-slim 
-
-# installing packages required for installation
-RUN echo "downloading basic packages for installation"
-RUN apt-get update
-RUN apt-get install -y tmux wget curl nano less
-
-WORKDIR /home/
-
-COPY requirements_docker.txt ./
-
-RUN pip install --no-cache-dir -r requirements_docker.txt
-RUN curl -o /usr/local/bin/cog -L https://github.com/replicate/cog/releases/latest/download/cog_`uname -s`_`uname -m`
-RUN chmod +x /usr/local/bin/cog
-COPY . .
-
-#CMD ["bash"]
-# run a test
-RUN python predict.py
-CMD ["bash"]
+# syntax = docker/dockerfile:1.2
+FROM python:3.8
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PYTHONUNBUFFERED=1
+ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/x86_64-linux-gnu:/usr/local/nvidia/lib64:/usr/local/nvidia/bin
+COPY .cog/tmp/build3376673403/cog-0.0.1.dev-py3-none-any.whl /tmp/cog-0.0.1.dev-py3-none-any.whl
+RUN --mount=type=cache,target=/root/.cache/pip pip install /tmp/cog-0.0.1.dev-py3-none-any.whl
+RUN --mount=type=cache,target=/var/cache/apt apt-get update -qq && apt-get install -qqy tmux wget curl nano less && rm -rf /var/lib/apt/lists/*
+RUN --mount=type=cache,target=/root/.cache/pip pip install   torch==1.12.1 torchaudio==0.12.1 rdkit==2022.3.5 openbabel-wheel==3.1.1.5 biopython==1.79 biopandas==0.4.1 pot==0.8.2 dgl==0.9.0 joblib==1.1.0 pyaml==21.10.1 icecream==2.1.3 matplotlib==3.5.3 tensorboard==2.10.0 psutil==5.9.2 dgllife==0.3.0
+RUN echo env is ready!
+WORKDIR /src
+EXPOSE 5000
+CMD ["python", "-m", "cog.server.http"]
+COPY . /src