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+FROM tensorflow/tensorflow:2.4.0-gpu
+# This contains CUDA 11.0 and CUDNN 8.X.X
+# Could try using later versions
+
+# Basic dependencies
+RUN apt-get update -y && apt-get upgrade -y
+RUN apt-get update && apt-get install -y wget pkg-config curl \
+        git cmake make swig && apt-get clean all
+RUN apt-get update && apt-get install -y libcfitsio-dev libfftw3-dev \
+        libgsl-dev libbz2-dev && apt-get clean all
+
+# Install CCL manually
+RUN cd /opt \
+    && git clone https://github.com/LSSTDESC/CCL.git \
+    && cd CCL \
+    && mkdir build \
+    && cd build \
+    && cmake .. \
+    && make \
+    && make install \
+    && cd .. \
+    && python setup.py install \
+    && rm -rf /opt/CCL
+
+# Install pytest for unit-testing
+RUN pip install --upgrade pip
+RUN pip install --no-cache-dir pytest setuptools astropy fitsio \
+        scipy matplotlib jupyter
+RUN pip install --no-cache-dir jax==0.2.10
+RUN pip install --no-cache-dir jaxlib==0.1.62+cuda110 \
+                                             -f https://storage.googleapis.com/jax-releases/jax_releases.html
+
+WORKDIR /opt/jax_cosmo
+COPY . .
+
+CMD ["/bin/bash", "-l"]