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gpuci-build-environment

Common build environment used by gpuCI and release containers for RAPIDS

gpuCI Containers

Listed in order of builds and deps

  1. gpuci/rapidsai-base Build Status
    • Dockerfiles
      • Ubuntu 16.04 & 18.04 - Dockerfile
      • CentOS 7 - Dockerfile.centos7
    • Base image
      • FROM nvidia/cuda:${CUDA_VERSION}-devel-${LINUX_VERSION}
    • Purpose
      • Installs miniconda with select conda build packages into base conda env
      • Creates a RAPIDS conda env named gdf that has several common packages needed for build across the libraries
        • Also has large packages like cudatoolkit to save time on testing from waiting on downloads
      • Run source activate gdf before building or testing RAPIDS
    • Tags - cuda{CUDA_VERSION}-{LINUX_VERSION}-gcc{CC_VERSION}-py{PYTHON_VERSION}
  2. gpuci/rapidsai-base-driver Build Status
    • Dockerfiles
      • Ubuntu 16.04 - Dockerfile.drivers
    • Base image
      • FROM gpuci/rapidsai-base:cuda${CUDA_VERSION}-${LINUX_VERSION}-gcc${CC_VERSION}-py${PYTHON_VERSION}
    • Purpose
      • Installs the NVIDIA driver/libcuda to enable conda builds on CPU-only machines
      • Built for conda builds and only contain the driver install command; otherwise the conda env gdf is the same as gpuci/rapidsai-base
      • Maintained as a way to remove the apt-get install overhead that can slow the testing/build process
    • Tags - cuda{CUDA_VERSION}-{LINUX_VERSION}-gcc{CC_VERSION}-py{PYTHON_VERSION}

Release Containers

NOTE: These are on branch enh-miniconda-cuda-df for the time being until they can be merged into the gpuCI testing containers

Listed in order of builds and deps

  1. gpuci/builds-gcc7 Build Status
    • From nvidia/cuda
    • Purpose
      • Builds gcc7 from source on CentOS 7
      • Used by CentOS 7 images during gpuci/miniconda-cuda build to install gcc7 without building
    • Tags - {CUDA_VERSION}-{CUDA_TYPE}-{LINUX_VERSION}
  2. gpuci/miniconda-cuda Build Status
    • From - nvidia/cuda
    • Purpose
      • Contains CUDA + miniconda installed
      • Activates the base environment on launch
      • Serves as a base container for community and gpuCI users to build their own custom image
    • Tags - {CUDA_VERSION}-{CUDA_TYPE}-{LINUX_VERSION}
  3. gpuci/miniconda-cuda-rapidsenv Build Status
    • From - gpuci/miniconda-cuda
    • Purpose
      • Contains rapids conda env with critical base packages installed
        • Not meant for all pkgs only blas, cudatoolkit, python, libgcc-ng, libstdcxx-ng
        • This is to help ensure that when installing from conda-forge we get the correct ABI pkgs
      • Activates the rapids environment on launch
      • Serves as a base container for all RAPIDS images
    • Tags - {CUDA_VERSION}-{CUDA_TYPE}-{LINUX_VERSION}-py{PYTHON_VERSION}

gpuci-build-environment's People

Contributors

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