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Support column split in GPU predictor #8733

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Support column split in GPU predictor

Support column split in GPU predictor #8733

Workflow file for this run

.github/workflows/main.yml at 3186816
# This is a basic workflow to help you get started with Actions
name: XGBoost-CI
# Controls when the action will run. Triggers the workflow on push or pull request
# events but only for the master branch
on: [push, pull_request]
permissions:
contents: read # to fetch code (actions/checkout)
# A workflow run is made up of one or more jobs that can run sequentially or in parallel
jobs:
gtest-cpu:
name: Test Google C++ test (CPU)
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [macos-11]
steps:
- uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0
with:
submodules: 'true'
- name: Install system packages
run: |
brew install ninja libomp
- name: Build gtest binary
run: |
mkdir build
cd build
cmake .. -DGOOGLE_TEST=ON -DUSE_OPENMP=ON -DUSE_DMLC_GTEST=ON -DPLUGIN_DENSE_PARSER=ON -GNinja
ninja -v
- name: Run gtest binary
run: |
cd build
./testxgboost
ctest -R TestXGBoostCLI --extra-verbose
gtest-cpu-nonomp:
name: Test Google C++ unittest (CPU Non-OMP)
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [ubuntu-latest]
steps:
- uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0
with:
submodules: 'true'
- name: Install system packages
run: |
sudo apt-get install -y --no-install-recommends ninja-build
- name: Build and install XGBoost
shell: bash -l {0}
run: |
mkdir build
cd build
cmake .. -GNinja -DGOOGLE_TEST=ON -DUSE_DMLC_GTEST=ON -DUSE_OPENMP=OFF
ninja -v
- name: Run gtest binary
run: |
cd build
ctest --extra-verbose
c-api-demo:
name: Test installing XGBoost lib + building the C API demo
runs-on: ${{ matrix.os }}
defaults:
run:
shell: bash -l {0}
strategy:
fail-fast: false
matrix:
os: ["ubuntu-latest"]
python-version: ["3.8"]
steps:
- uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0
with:
submodules: 'true'
- uses: mamba-org/provision-with-micromamba@f347426e5745fe3dfc13ec5baf20496990d0281f # v14
with:
cache-downloads: true
cache-env: true
environment-name: cpp_test
environment-file: tests/ci_build/conda_env/cpp_test.yml
- name: Display Conda env
run: |
conda info
conda list
- name: Build and install XGBoost static library
run: |
mkdir build
cd build
cmake .. -DBUILD_STATIC_LIB=ON -DCMAKE_INSTALL_PREFIX=$CONDA_PREFIX -GNinja
ninja -v install
cd -
- name: Build and run C API demo with static
run: |
pushd .
cd demo/c-api/
mkdir build
cd build
cmake .. -GNinja -DCMAKE_PREFIX_PATH=$CONDA_PREFIX
ninja -v
ctest
cd ..
rm -rf ./build
popd
- name: Build and install XGBoost shared library
run: |
cd build
cmake .. -DBUILD_STATIC_LIB=OFF -DCMAKE_INSTALL_PREFIX=$CONDA_PREFIX -GNinja
ninja -v install
cd -
- name: Build and run C API demo with shared
run: |
pushd .
cd demo/c-api/
mkdir build
cd build
cmake .. -GNinja -DCMAKE_PREFIX_PATH=$CONDA_PREFIX
ninja -v
ctest
popd
./tests/ci_build/verify_link.sh ./demo/c-api/build/basic/api-demo
./tests/ci_build/verify_link.sh ./demo/c-api/build/external-memory/external-memory-demo
cpp-lint:
runs-on: ubuntu-latest
name: Code linting for C++
steps:
- uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0
with:
submodules: 'true'
- uses: actions/setup-python@7f80679172b057fc5e90d70d197929d454754a5a # v4.3.0
with:
python-version: "3.8"
architecture: 'x64'
- name: Install Python packages
run: |
python -m pip install wheel setuptools cpplint pylint
- name: Run lint
run: |
python3 dmlc-core/scripts/lint.py xgboost cpp R-package/src
python3 dmlc-core/scripts/lint.py --exclude_path \
python-package/xgboost/dmlc-core \
python-package/xgboost/include \
python-package/xgboost/lib \
python-package/xgboost/rabit \
python-package/xgboost/src \
--pylint-rc python-package/.pylintrc \
xgboost \
cpp \
include src python-package