[CI] Add initial ci test workflow for XPU based on IDC runners (#116554)

Add initial CI test for XPU based on IDC self-hosted runners with label `linux.idc.xpu`, which will be triggered by label `ciflow/xpu` for current stage.

Works for RFC https://github.com/pytorch/pytorch/issues/114850

Pull Request resolved: https://github.com/pytorch/pytorch/pull/116554
Approved by: https://github.com/EikanWang, https://github.com/atalman
This commit is contained in:
chuanqiw
2024-01-09 17:00:29 +00:00
committed by PyTorch MergeBot
parent 6784030df4
commit b6962208b8
5 changed files with 399 additions and 2 deletions

View File

@ -128,6 +128,8 @@ if [[ "$BUILD_ENVIRONMENT" == *cuda* || "$BUILD_ENVIRONMENT" == *rocm* ]]; then
# mainly used so that we're not spending extra cycles testing cpu
# devices on expensive gpu machines
export PYTORCH_TESTING_DEVICE_ONLY_FOR="cuda"
elif [[ "$BUILD_ENVIRONMENT" == *xpu* ]]; then
export PYTORCH_TESTING_DEVICE_ONLY_FOR="xpu"
fi
if [[ "$TEST_CONFIG" == *crossref* ]]; then
@ -140,6 +142,15 @@ if [[ "$BUILD_ENVIRONMENT" == *rocm* ]]; then
rocminfo | grep -E 'Name:.*\sgfx|Marketing'
fi
if [[ "$BUILD_ENVIRONMENT" == *xpu* ]]; then
# Source Intel oneAPI envrioment script to enable xpu runtime related libraries
# refer to https://www.intel.com/content/www/us/en/docs/oneapi/programming-guide/2024-0/use-the-setvars-and-oneapi-vars-scripts-with-linux.html
# shellcheck disable=SC1091
source /opt/intel/oneapi/compiler/latest/env/vars.sh
# Check XPU status before testing
xpu-smi discovery
fi
if [[ "$BUILD_ENVIRONMENT" != *-bazel-* ]] ; then
# JIT C++ extensions require ninja.
pip_install --user "ninja==1.10.2"
@ -678,6 +689,20 @@ test_libtorch_api() {
fi
}
test_xpu_bin(){
TEST_REPORTS_DIR=$(pwd)/test/test-reports
mkdir -p "$TEST_REPORTS_DIR"
for xpu_case in "${BUILD_BIN_DIR}"/*{xpu,sycl}*
do
if [[ "$xpu_case" != *"*"* ]]; then
case_name=$(basename "$xpu_case")
echo "Testing ${case_name} ..."
"$xpu_case" --gtest_output=xml:"$TEST_REPORTS_DIR"/"$case_name".xml
fi
done
}
test_aot_compilation() {
echo "Testing Ahead of Time compilation"
ln -sf "$TORCH_LIB_DIR"/libc10* "$TORCH_BIN_DIR"
@ -1115,6 +1140,9 @@ elif [[ "${SHARD_NUMBER}" == 1 && $NUM_TEST_SHARDS -gt 1 ]]; then
test_python_shard 1
test_aten
test_libtorch 1
if [[ "${BUILD_ENVIRONMENT}" == *xpu* ]]; then
test_xpu_bin
fi
elif [[ "${SHARD_NUMBER}" == 2 && $NUM_TEST_SHARDS -gt 1 ]]; then
install_torchvision
test_python_shard 2
@ -1139,10 +1167,11 @@ elif [[ "${BUILD_ENVIRONMENT}" == *rocm* && -n "$TESTS_TO_INCLUDE" ]]; then
install_torchvision
test_python
test_aten
elif [[ "${BUILD_ENVIRONMENT}" == *xpu* && -n "$TESTS_TO_INCLUDE" ]]; then
elif [[ "${BUILD_ENVIRONMENT}" == *xpu* ]]; then
install_torchvision
test_python
test_aten
test_xpu_bin
else
install_torchvision
install_monkeytype

67
.github/actions/setup-xpu/action.yml vendored Normal file
View File

@ -0,0 +1,67 @@
name: Setup XPU host
description: Set up XPU host for CI
runs:
using: composite
steps:
- name: Clean all stopped docker containers
if: always()
shell: bash
run: |
# Prune all stopped containers.
# If other runner is pruning on this node, will skip.
nprune=$(ps -ef | grep -c "docker container prune")
if [[ $nprune -eq 1 ]]; then
docker container prune -f
fi
- name: Runner health check system info
if: always()
shell: bash
run: |
cat /etc/os-release || true
cat /etc/apt/sources.list.d/oneAPI.list || true
cat /etc/apt/sources.list.d/intel-gpu-jammy.list || true
whoami
- name: Runner health check xpu-smi
if: always()
shell: bash
run: |
xpu-smi discovery
- name: Runner health check GPU count
if: always()
shell: bash
run: |
ngpu=$(xpu-smi discovery | grep -c -E 'Device Name')
msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified"
if [[ $ngpu -eq 0 ]]; then
echo "Error: Failed to detect any GPUs on the runner"
echo "$msg"
exit 1
fi
- name: Runner diskspace health check
uses: ./.github/actions/diskspace-cleanup
if: always()
- name: Runner health check disconnect on failure
if: ${{ failure() }}
shell: bash
run: |
killall runsvc.sh
- name: Preserve github env variables for use in docker
shell: bash
run: |
env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}"
env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}"
- name: XPU set GPU_FLAG
shell: bash
run: |
# Add render group for container creation.
render_gid=`cat /etc/group | grep render | cut -d: -f3`
echo "GPU_FLAG=--device=/dev/mem --device=/dev/dri --group-add video --group-add $render_gid" >> "${GITHUB_ENV}"

20
.github/actions/teardown-xpu/action.yml vendored Normal file
View File

@ -0,0 +1,20 @@
name: Teardown XPU host
description: Tear down XPU host for CI
runs:
using: composite
steps:
- name: Teardown XPU
if: always()
shell: bash
run: |
# Prune all stopped containers.
# If other runner is pruning on this node, will skip.
nprune=$(ps -ef | grep -c "docker container prune")
if [[ $nprune -eq 1 ]]; then
docker container prune -f
fi
- name: Runner diskspace health check
uses: ./.github/actions/diskspace-cleanup
if: always()

269
.github/workflows/_xpu-test.yml vendored Normal file
View File

@ -0,0 +1,269 @@
# TODO: this looks sort of similar to _linux-test, but there are like a dozen
# places where you would have to insert an if statement. Probably it's better to
# just use a different workflow altogether
name: xpu-test
on:
workflow_call:
inputs:
build-environment:
required: true
type: string
description: Top-level label for what's being built/tested.
test-matrix:
required: true
type: string
description: JSON description of what test configs to run.
docker-image:
required: true
type: string
description: Docker image to run in.
sync-tag:
required: false
type: string
default: ""
description: |
If this is set, our linter will use this to make sure that every other
job with the same `sync-tag` is identical.
timeout-minutes:
required: false
type: number
default: 300
description: |
Set the maximum (in minutes) how long the workflow should take to finish
tests-to-include:
required: false
type: string
default: ""
description: |
List of tests to include (empty string implies default list)
env:
GIT_DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
permissions:
id-token: write
contents: read
jobs:
test:
# Don't run on forked repos or empty test matrix
if: github.repository_owner == 'pytorch' && toJSON(fromJSON(inputs.test-matrix).include) != '[]'
strategy:
matrix: ${{ fromJSON(inputs.test-matrix) }}
fail-fast: false
timeout-minutes: ${{ matrix.mem_leak_check == 'mem_leak_check' && 600 || inputs.timeout-minutes }}
runs-on: ${{ matrix.runner }}
steps:
# [see note: pytorch repo ref]
- name: Checkout PyTorch
uses: pytorch/pytorch/.github/actions/checkout-pytorch@main
- name: Setup XPU
uses: ./.github/actions/setup-xpu
- name: configure aws credentials
id: aws_creds
uses: aws-actions/configure-aws-credentials@v1.7.0
with:
role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_pytorch_artifacts
aws-region: us-east-1
- name: Login to Amazon ECR
id: login-ecr
uses: aws-actions/amazon-ecr-login@v2
- name: Calculate docker image
id: calculate-docker-image
uses: pytorch/test-infra/.github/actions/calculate-docker-image@main
with:
docker-image-name: ${{ inputs.docker-image }}
- name: Pull docker image
uses: pytorch/test-infra/.github/actions/pull-docker-image@main
with:
docker-image: ${{ steps.calculate-docker-image.outputs.docker-image }}
- name: Start monitoring script
id: monitor-script
shell: bash
continue-on-error: true
run: |
python3 -m pip install psutil==5.9.1 nvidia-ml-py==11.525.84
python3 -m tools.stats.monitor > usage_log.txt 2>&1 &
echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}"
- name: Download build artifacts
uses: ./.github/actions/download-build-artifacts
with:
name: ${{ inputs.build-environment }}
- name: Parse ref
id: parse-ref
run: .github/scripts/parse_ref.py
- name: Get workflow job id
id: get-job-id
uses: ./.github/actions/get-workflow-job-id
if: always()
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
- name: Check for keep-going label and re-enabled test issues
# This uses the filter-test-configs action because it conviniently
# checks for labels and re-enabled test issues. It does not actually do
# any filtering. All filtering is done in the build step.
id: keep-going
uses: ./.github/actions/filter-test-configs
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
test-matrix: ${{ inputs.test-matrix }}
job-name: ${{ steps.get-job-id.outputs.job-name }}
- name: Set Test step time
id: test-timeout
shell: bash
env:
JOB_TIMEOUT: ${{ matrix.mem_leak_check == 'mem_leak_check' && 600 || inputs.timeout-minutes }}
run: |
echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}"
- name: Test
id: test
env:
BUILD_ENVIRONMENT: ${{ inputs.build-environment }}
PR_NUMBER: ${{ github.event.pull_request.number }}
GITHUB_REPOSITORY: ${{ github.repository }}
GITHUB_WORKFLOW: ${{ github.workflow }}
GITHUB_JOB: ${{ github.job }}
GITHUB_RUN_ID: ${{ github.run_id }}
GITHUB_RUN_NUMBER: ${{ github.run_number }}
GITHUB_RUN_ATTEMPT: ${{ github.run_attempt }}
JOB_ID: ${{ steps.get-job-id.outputs.job-id }}
JOB_NAME: ${{ steps.get-job-id.outputs.job-name }}
BRANCH: ${{ steps.parse-ref.outputs.branch }}
SHA1: ${{ github.event.pull_request.head.sha || github.sha }}
PYTORCH_RETRY_TEST_CASES: 1
PYTORCH_OVERRIDE_FLAKY_SIGNAL: 1
CONTINUE_THROUGH_ERROR: ${{ steps.keep-going.outputs.keep-going }}
TEST_CONFIG: ${{ matrix.config }}
SHARD_NUMBER: ${{ matrix.shard }}
NUM_TEST_SHARDS: ${{ matrix.num_shards }}
REENABLED_ISSUES: ${{ steps.keep-going.outputs.reenabled-issues }}
SCCACHE_BUCKET: ossci-compiler-cache-circleci-v2
DOCKER_IMAGE: ${{ inputs.docker-image }}
XLA_CLANG_CACHE_S3_BUCKET_NAME: ossci-compiler-clang-cache-circleci-xla
PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: ${{ matrix.mem_leak_check && '1' || '0' }}
PYTORCH_TEST_RERUN_DISABLED_TESTS: ${{ matrix.rerun_disabled_tests && '1' || '0' }}
TESTS_TO_INCLUDE: ${{ inputs.tests-to-include }}
timeout-minutes: ${{ fromJson(steps.test-timeout.outputs.timeout) }}
run: |
set -x
TEST_COMMAND=.ci/pytorch/test.sh
# detached container should get cleaned up by teardown_ec2_linux
# Used for GPU_FLAG since that doesn't play nice
# shellcheck disable=SC2086,SC2090
container_name=$(docker run \
${GPU_FLAG:-} \
-e BUILD_ENVIRONMENT \
-e PR_NUMBER \
-e GITHUB_ACTIONS \
-e GITHUB_REPOSITORY \
-e GITHUB_WORKFLOW \
-e GITHUB_JOB \
-e GITHUB_RUN_ID \
-e GITHUB_RUN_NUMBER \
-e GITHUB_RUN_ATTEMPT \
-e JOB_ID \
-e BRANCH \
-e SHA1 \
-e AWS_DEFAULT_REGION \
-e IN_WHEEL_TEST \
-e SHARD_NUMBER \
-e TEST_CONFIG \
-e NUM_TEST_SHARDS \
-e REENABLED_ISSUES \
-e PYTORCH_RETRY_TEST_CASES \
-e PYTORCH_OVERRIDE_FLAKY_SIGNAL \
-e CONTINUE_THROUGH_ERROR \
-e MAX_JOBS="$(nproc --ignore=2)" \
-e SCCACHE_BUCKET \
-e XLA_CLANG_CACHE_S3_BUCKET_NAME \
-e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \
-e PYTORCH_TEST_RERUN_DISABLED_TESTS \
-e TESTS_TO_INCLUDE \
-e ZE_AFFINITY_MASK \
--env-file="/tmp/github_env_${GITHUB_RUN_ID}" \
--ulimit stack=10485760:83886080 \
--ulimit core=0 \
--security-opt seccomp=unconfined \
--cap-add=SYS_PTRACE \
--shm-size="8g" \
--tty \
--detach \
--name="${container_name}" \
--user jenkins \
--privileged \
-v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \
-w /var/lib/jenkins/workspace \
"${DOCKER_IMAGE}"
)
# save container name for later step
echo "CONTAINER_NAME=${container_name}" >> "$GITHUB_ENV"
# jenkins user does not have write permission to mounted workspace; work-around by copying within container to jenkins home
docker exec -t "${container_name}" sh -c "cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && ${TEST_COMMAND}"
- name: Save test results
if: always()
run: |
# copy test results back to the mounted workspace, needed sudo, resulting permissions were correct
docker exec -t "${{ env.CONTAINER_NAME }}" sh -c "cd ../pytorch && sudo cp -R test/test-reports ../workspace/test"
- name: Print remaining test logs
shell: bash
if: always() && steps.test.conclusion
run: |
cat test/**/*_toprint.log || true
- name: Stop monitoring script
if: always() && steps.monitor-script.outputs.monitor-script-pid
shell: bash
continue-on-error: true
env:
MONITOR_SCRIPT_PID: ${{ steps.monitor-script.outputs.monitor-script-pid }}
run: |
kill "$MONITOR_SCRIPT_PID"
- name: Upload test artifacts
uses: ./.github/actions/upload-test-artifacts
if: always() && steps.test.conclusion && steps.test.conclusion != 'skipped'
with:
use-gha: true
file-suffix: ${{ github.job }}-${{ matrix.config }}-${{ matrix.shard }}-${{ matrix.num_shards }}-${{ matrix.runner }}_${{ steps.get-job-id.outputs.job-id }}
- name: Collect backtraces from coredumps (if any)
if: always()
run: |
# shellcheck disable=SC2156
find . -iname "core.[1-9]*" -exec docker exec "${CONTAINER_NAME}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \;
- name: Stop container before exit
if: always()
run: |
# Workaround for multiple runners on same IDC node
docker stop "${{ env.CONTAINER_NAME }}"
- name: Store Core dumps on GitHub
uses: actions/upload-artifact@v3
if: failure()
with:
name: coredumps-${{ matrix.config }}-${{ matrix.shard }}-${{ matrix.num_shards }}-${{ matrix.runner }}
retention-days: 14
if-no-files-found: ignore
path: ./**/core.[1-9]*
- name: Teardown XPU
uses: ./.github/actions/teardown-xpu

View File

@ -20,5 +20,17 @@ jobs:
runner: linux.2xlarge
test-matrix: |
{ include: [
{ config: "default", shard: 1, num_shards: 1, runner: "linux.idc.xpu" },
{ config: "default", shard: 1, num_shards: 4, runner: "linux.idc.xpu" },
{ config: "default", shard: 2, num_shards: 4, runner: "linux.idc.xpu" },
{ config: "default", shard: 3, num_shards: 4, runner: "linux.idc.xpu" },
{ config: "default", shard: 4, num_shards: 4, runner: "linux.idc.xpu" },
]}
linux-jammy-xpu-py3_8-test:
name: linux-jammy-xpu-py3.8
uses: ./.github/workflows/_xpu-test.yml
needs: linux-jammy-xpu-py3_8-build
with:
build-environment: linux-jammy-xpu-py3.8
docker-image: ${{ needs.linux-jammy-xpu-py3_8-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-jammy-xpu-py3_8-build.outputs.test-matrix }}