diff --git a/Dockerfile b/Dockerfile
index 0bf93c19b87b..d5619e1a8011 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -27,7 +27,7 @@ RUN mkdir /opt/ccache && ccache --set-config=cache_dir=/opt/ccache
 ENV PATH /opt/conda/bin:$PATH
 
 FROM dev-base as conda
-RUN curl -v -o ~/miniconda.sh -O  https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh  && \
+RUN curl -fsSL -v -o ~/miniconda.sh -O  https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh  && \
     chmod +x ~/miniconda.sh && \
     ~/miniconda.sh -b -p /opt/conda && \
     rm ~/miniconda.sh && \
@@ -50,7 +50,7 @@ RUN --mount=type=cache,target=/opt/ccache \
 
 FROM conda as conda-installs
 ARG INSTALL_CHANNEL=pytorch-nightly
-RUN /opt/conda/bin/conda install -c "${INSTALL_CHANNEL}" -y pytorch torchvision && \
+RUN /opt/conda/bin/conda install -c "${INSTALL_CHANNEL}" -y pytorch torchvision cudatoolkit=10.1 && \
     /opt/conda/bin/conda clean -ya
 
 FROM ${BASE_IMAGE} as official