ray/.buildkite/pipeline.gpu.large.yml

52 lines
3.1 KiB
YAML

- label: ":tv: :steam_locomotive: Train GPU tests "
conditions: ["RAY_CI_TRAIN_AFFECTED"]
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- PYTHON=3.7 TRAIN_TESTING=1 TUNE_TESTING=1 INSTALL_HOROVOD=1 ./ci/env/install-dependencies.sh
# Because Python version changed, we need to re-install Ray here
- rm -rf ./python/ray/thirdparty_files; rm -rf ./python/ray/pickle5_files; ./ci/ci.sh build
- pip install -Ur ./python/requirements_ml_docker.txt
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only --test_tag_filters=gpu,gpu_only python/ray/train/...
- label: ":tv: :database: :steam_locomotive: Datasets Train Integration GPU Tests and Examples (Python 3.7)"
conditions: ["RAY_CI_TRAIN_AFFECTED"]
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- PYTHON=3.7 TRAIN_TESTING=1 DATA_PROCESSING_TESTING=1 ./ci/env/install-dependencies.sh
- pip install -Ur ./python/requirements_ml_docker.txt
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only --test_tag_filters=datasets_train doc/...
- label: ":tv: :brain: RLlib: Multi-GPU Tests"
conditions: ["RAY_CI_RLLIB_AFFECTED"]
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- PYTHON=3.7 RLLIB_TESTING=1 ./ci/env/install-dependencies.sh
- pip install -Ur ./python/requirements_ml_docker.txt
- ./ci/env/env_info.sh
# --jobs 2 is necessary as we only need to have at least 2 gpus on the machine
# and running tests in parallel would cause timeouts as the other scripts would
# wait for the GPU to become available.
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only --jobs 2
--test_tag_filters=multi_gpu --test_env=RAY_USE_MULTIPROCESSING_CPU_COUNT=1 rllib/...
- label: ":tv: :airplane: ML GPU tests (ray/ml)"
conditions: ["RAY_CI_ML_AFFECTED"]
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DATA_PROCESSING_TESTING=1 TRAIN_TESTING=1 TUNE_TESTING=1 ./ci/env/install-dependencies.sh
- pip install -Ur ./python/requirements_ml_docker.txt
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only --test_tag_filters=gpu python/ray/ml/...
- label: ":tv: :book: Doc GPU tests and examples"
conditions:
["RAY_CI_PYTHON_AFFECTED", "RAY_CI_TUNE_AFFECTED", "RAY_CI_DOC_AFFECTED"]
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DOC_TESTING=1 TRAIN_TESTING=1 TUNE_TESTING=1 PYTHON=3.7 ./ci/env/install-dependencies.sh
- pip install -Ur ./python/requirements_ml_docker.txt
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only --test_tag_filters=gpu,-py37,-post_wheel_build doc/...