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.gitlab-ci.yml
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.gitlab-ci.yml
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workflow:
rules:
- if: ($CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests and nightly/) || ($CI_PIPELINE_SOURCE == "schedule")
variables:
JET_CUSTOM_FILTER: "type == 'build' or 'mr' in spec.scope or 'nightly' in spec.scope"
- if: $CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/
variables:
JET_CUSTOM_FILTER: "type == 'build' or 'mr' in spec.scope"
- if: $CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Build only/
variables:
JET_CUSTOM_FILTER: "type == 'build'"
# always run MR pipelines
- if: $CI_PIPELINE_SOURCE == "merge_request_event"
# always run web pipelines
- if: $CI_PIPELINE_SOURCE == "web"
# do not run branch pipelines if open MR exists
- if: $CI_COMMIT_BRANCH && $CI_OPEN_MERGE_REQUESTS
when: never
# run branch pipeline if no open MR
- if: $CI_COMMIT_BRANCH
stages:
- build
- unit_tests
- functional_tests
variables:
SELENE_ADLR_CI_PATH: "/lustre/fsw/adlr/adlr-nlp/adlr_ci/megatron"
DATA_DIR: "/lustre/fsw/adlr/adlr-nlp/adlr_ci/megatron/data"
PYTHON_VIRTUAL_ENV: /lustre/fsw/adlr/adlr-nlp/adlr_ci/cienv/bin/activate
JET_CUSTOM_FILTER:
description: |
Selects what functional tests to run. For mr tests: "type == 'build' or 'mr' in spec.scope". For nightly tests: "type == 'build' or 'nightly' in spec.scope"
value: ""
DISPLAY_OUTPUT: "True" # Set to true for new tests to copy the logs for creating golden truth file
TIME_LIMIT: "10:00" # Default time limit for all jobs
MOE_GROUPED_GEMM: 0 # Set to 1 to enable grouped gemm for MoE
SLURM_CLUSTER:
value: "dgxa100_dracooci"
options:
- "dgxa100_dracooci"
- "dgxh100_eos"
description: '"dgxa100_dracooci" for OCI-IAD, "dgxh100_eos" for EOS'
CI_MCORE_IMAGE: gitlab-master.nvidia.com:5005/adlr/megatron-lm/mcore_ci
CI_NEMO_IMAGE: gitlab-master.nvidia.com:5005/adlr/megatron-lm/nemo_ci
LINTING_IMAGE: gitlab-master.nvidia.com:5005/adlr/megatron-lm/mcore_linting
metadata:
image: python:3.10
stage: .pre
tags:
- 8xL40S
script:
- env
- |
if [[ $SLURM_CLUSTER == dgxh100_eos ]]; then
JET_CI_BRANCH=mcore/eos;
elif [[ $SLURM_CLUSTER == dgxa100_dracooci ]]; then
JET_CI_BRANCH=mcore/draco-oci;
else
echo "Unsupported value of SLURM_CLUSTER=$SLURM_CLUSTER";
exit 1;
fi
- echo "JET_CI_BRANCH=$JET_CI_BRANCH" | tee -a build.env
artifacts:
reports:
dotenv: build.env
interruptible: true
build_image:
tags:
- 8xL40S
image: docker:26.1.4-dind
needs: [] # May start ASAP
stage: build
timeout: 30m
parallel:
matrix:
- IMAGE: CI_MCORE_IMAGE
FILE: Dockerfile.ci
BASE_IMAGE: nvcr.io/nvidia/pytorch:24.01-py3
- IMAGE: CI_NEMO_IMAGE
FILE: Dockerfile.ci
BASE_IMAGE: nvcr.io/nvidian/nemo:nightly
- IMAGE: LINTING_IMAGE
FILE: Dockerfile.linting
BASE_IMAGE: python:3.10
before_script:
- echo "$NGC_API_KEY" | docker login nvcr.io -u '$oauthtoken' --password-stdin
- echo "$CI_REGISTRY_PASSWORD" | docker login $CI_REGISTRY -u $CI_REGISTRY_USER --password-stdin
script:
- |
eval "IMAGE=\$$IMAGE"
docker build \
-f $FILE \
-t ${IMAGE}:${CI_PIPELINE_ID} \
--cache-to type=inline \
--build-arg FROM_IMAGE_NAME=$BASE_IMAGE \
--cache-from type=registry,ref=${IMAGE}:buildcache .
docker push ${IMAGE}:${CI_PIPELINE_ID}
if [[ "$CI_COMMIT_BRANCH" = "main" ]]; then
docker tag ${IMAGE}:${CI_PIPELINE_ID} ${IMAGE}:buildcache
docker push ${IMAGE}:buildcache
fi
interruptible: true
unit_tests:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s --cov-report=term --cov-report=html --cov=megatron/core --no-cov-on-fail tests/unit_tests
coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
artifacts:
paths:
- coverage
expire_in: 30 days
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
interruptible: true
retry:
max: 2
unit_tests-data:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/data
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-dist-checkpointing:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/dist_checkpointing
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-fusions:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/fusions
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-inference:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/inference
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-models:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/models
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-pipeline-parallel:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/pipeline_parallel
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-tensor-parallel:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/tensor_parallel
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-transformer:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/transformer
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
unit_tests-top-py:
image: ${CI_MCORE_IMAGE}:${CI_PIPELINE_ID}
tags:
- 8xL40S
stage: unit_tests
script:
- torchrun --nproc_per_node=8 -m pytest -x -v -s tests/unit_tests/*.py
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event" && $CI_MERGE_REQUEST_LABELS =~ /Run tests/'
when: never
- if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
when: never
- when: always
interruptible: true
retry:
max: 2
docs_build_test:
image: gitlab-master.nvidia.com:5005/adlr/megatron-lm/python-format:0.0.1
stage: unit_tests
tags:
- os/linux
script:
- cd ..
- rm -rf documentation && git clone https://gitlab-ci-token:${CI_JOB_TOKEN}@gitlab-master.nvidia.com/nemo-megatron-core-tme/documentation.git
- mv megatron-lm/ documentation/
- cd documentation/
- ./repo docs
allow_failure: true
except:
- main
interruptible: true
formatting:
image: ${LINTING_IMAGE}:${CI_PIPELINE_ID}
tags:
- os/linux
stage: unit_tests
before_script:
- git fetch origin main
script:
- CHECK_ONLY=true bash tools/autoformat.sh
rules:
- when: always
interruptible: true
include:
- jet-tests.yml