Skip to content

chore: Update Dockerfile to Ubuntu 20.04 + Crash Resolution #1639

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Feb 1, 2023
Merged

chore: Update Dockerfile to Ubuntu 20.04 + Crash Resolution #1639

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
23 changes: 10 additions & 13 deletions docker/Dockerfile
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,10 +1,10 @@
# Base image starts with CUDA
ARG BASE_IMG=nvidia/cuda:11.7.1-devel-ubuntu18.04
ARG BASE_IMG=nvidia/cuda:11.7.1-devel-ubuntu20.04
FROM ${BASE_IMG} as base

# Install basic dependencies
RUN apt-get update
RUN apt install -y build-essential manpages-dev wget zlib1g software-properties-common git
RUN DEBIAN_FRONTEND=noninteractive apt install -y build-essential manpages-dev wget zlib1g software-properties-common git
RUN add-apt-repository ppa:deadsnakes/ppa
RUN apt install -y python3.8 python3.8-distutils python3.8-dev
RUN wget https://bootstrap.pypa.io/get-pip.py
Expand All @@ -16,17 +16,17 @@ RUN pip3 install wheel
RUN pip3 install torch==2.0.0.dev20230103+cu117 torchvision==0.15.0.dev20230103+cu117 --extra-index-url https://download.pytorch.org/whl/nightly/cu117

# Install CUDNN + TensorRT
RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-ubuntu1804.pin
RUN mv cuda-ubuntu1804.pin /etc/apt/preferences.d/cuda-repository-pin-600
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub
RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-ubuntu2004.pin
RUN mv cuda-ubuntu2004.pin /etc/apt/preferences.d/cuda-repository-pin-600
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/7fa2af80.pub
RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 536F8F1DE80F6A35
RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys A4B469963BF863CC
RUN add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/ /"
RUN add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ /"
RUN apt-get update
RUN apt-get install -y libcudnn8=8.5.0* libcudnn8-dev=8.5.0*

RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
RUN add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/ /"
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
RUN add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ /"
RUN apt-get update

RUN apt-get install -y libnvinfer8=8.5.1* libnvinfer-plugin8=8.5.1* libnvinfer-dev=8.5.1* libnvinfer-plugin-dev=8.5.1* libnvonnxparsers8=8.5.1-1* libnvonnxparsers-dev=8.5.1-1* libnvparsers8=8.5.1-1* libnvparsers-dev=8.5.1-1*
Expand All @@ -36,17 +36,14 @@ ARG BAZEL_VERSION=5.2.0
RUN wget -q https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/bazel-${BAZEL_VERSION}-linux-x86_64 -O /usr/bin/bazel \
&& chmod a+x /usr/bin/bazel

# Remove cuda symlink to avoid bazel circle symlink errors
RUN rm /usr/local/cuda-11.7/cuda-11.7

# Build Torch-TensorRT in an auxillary container
FROM base as torch-tensorrt-builder-base

ARG ARCH="x86_64"
ARG TARGETARCH="amd64"

RUN apt-get install -y python3-setuptools
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
RUN apt-get update

RUN apt-get update && apt-get install -y --no-install-recommends locales ninja-build && rm -rf /var/lib/apt/lists/* && locale-gen en_US.UTF-8
Expand Down Expand Up @@ -76,4 +73,4 @@ WORKDIR /opt/torch_tensorrt
ENV LD_LIBRARY_PATH /usr/local/lib/python3.8/dist-packages/torch/lib:/usr/local/lib/python3.8/dist-packages/torch_tensorrt/lib:/usr/lib/x86_64-linux-gnu:${LD_LIBRARY_PATH}
ENV PATH /usr/local/lib/python3.8/dist-packages/torch_tensorrt/bin:${PATH}

CMD /bin/bash
CMD /bin/bash