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Replace "gpu" with "cuda" to be specific about the type of gpu tests that are running #70625

Replace "gpu" with "cuda" to be specific about the type of gpu tests that are running

Replace "gpu" with "cuda" to be specific about the type of gpu tests that are running #70625

Workflow file for this run

name: CI
# We test all supported Python versions as follows:
# - 3.10 : Documentation build
# - 3.10 : Part of Matrix with NumPy dispatch
# - 3.10 : Part of Matrix
# - 3.11 : Part of Matrix
on:
# Trigger the workflow on push or pull request,
# but only for the main branch
push:
branches:
- main
pull_request:
branches:
- main
permissions:
contents: read # to fetch code
actions: write # to cancel previous workflows
concurrency:
group: ${{ github.workflow }}-${{ github.head_ref || github.ref }}
cancel-in-progress: true
jobs:
lint_and_typecheck:
runs-on: ubuntu-latest
timeout-minutes: 5
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Set up Python 3.11
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: 3.11
- run: python -m pip install pre-commit
- uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
with:
path: ~/.cache/pre-commit
key: pre-commit-${{ env.pythonLocation }}-${{ hashFiles('.pre-commit-config.yaml', 'setup.py') }}
- run: pre-commit run --show-diff-on-failure --color=always --all-files
build:
# Don't execute in fork due to runner type
if: github.repository == 'jax-ml/jax'
name: "build ${{ matrix.name-prefix }} (py ${{ matrix.python-version }} on ubuntu-20.04, x64=${{ matrix.enable-x64}})"
runs-on: linux-x86-n2-32
container:
image: index.docker.io/library/ubuntu@sha256:6d8d9799fe6ab3221965efac00b4c34a2bcc102c086a58dff9e19a08b913c7ef # ratchet:ubuntu:20.04
timeout-minutes: 60
strategy:
matrix:
# Test the oldest and newest supported Python versions here.
include:
- name-prefix: "with 3.10"
python-version: "3.10"
enable-x64: 1
prng-upgrade: 1
num_generated_cases: 1
- name-prefix: "with 3.13"
python-version: "3.13"
enable-x64: 0
prng-upgrade: 0
num_generated_cases: 1
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Image Setup
run: |
apt update
apt install -y libssl-dev
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: ${{ matrix.python-version }}
- name: Get pip cache dir
id: pip-cache
run: |
python -m pip install --upgrade pip wheel
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: pip cache
uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-py${{ matrix.python-version }}-pip-${{ hashFiles('**/setup.py', '**/requirements.txt', '**/test-requirements.txt') }}
- name: Install dependencies
run: |
pip install .[minimum-jaxlib] -r build/test-requirements.txt
- name: Run tests
env:
JAX_NUM_GENERATED_CASES: ${{ matrix.num_generated_cases }}
JAX_ENABLE_X64: ${{ matrix.enable-x64 }}
JAX_ENABLE_CUSTOM_PRNG: ${{ matrix.prng-upgrade }}
JAX_THREEFRY_PARTITIONABLE: ${{ matrix.prng-upgrade }}
JAX_ENABLE_CHECKS: true
JAX_SKIP_SLOW_TESTS: true
PY_COLORS: 1
run: |
pip install -e .
echo "JAX_NUM_GENERATED_CASES=$JAX_NUM_GENERATED_CASES"
echo "JAX_ENABLE_X64=$JAX_ENABLE_X64"
echo "JAX_ENABLE_CUSTOM_PRNG=$JAX_ENABLE_CUSTOM_PRNG"
echo "JAX_THREEFRY_PARTITIONABLE=$JAX_THREEFRY_PARTITIONABLE"
echo "JAX_ENABLE_CHECKS=$JAX_ENABLE_CHECKS"
echo "JAX_SKIP_SLOW_TESTS=$JAX_SKIP_SLOW_TESTS"
pytest -n auto --tb=short --maxfail=20 tests examples
documentation:
name: Documentation - test code snippets
runs-on: ubuntu-latest
timeout-minutes: 10
strategy:
matrix:
python-version: ['3.10']
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: ${{ matrix.python-version }}
- name: Get pip cache dir
id: pip-cache
run: |
python -m pip install --upgrade pip wheel
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: pip cache
uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-pip-docs-${{ hashFiles('**/setup.py', '**/requirements.txt', '**/test-requirements.txt') }}
- name: Install dependencies
run: |
pip install -r docs/requirements.txt
- name: Test documentation
env:
XLA_FLAGS: "--xla_force_host_platform_device_count=8"
JAX_TRACEBACK_FILTERING: "off"
JAX_ARRAY: 1
PY_COLORS: 1
run: |
pytest -n auto --tb=short --doctest-glob='*.md' --doctest-glob='*.rst' docs --doctest-continue-on-failure --ignore=docs/multi_process.md
pytest -n auto --tb=short --doctest-modules jax --ignore=jax/config.py --ignore=jax/experimental/jax2tf --ignore=jax/_src/lib/mlir --ignore=jax/_src/lib/triton.py --ignore=jax/_src/lib/mosaic_gpu.py --ignore=jax/interpreters/mlir.py --ignore=jax/experimental/array_serialization --ignore=jax/collect_profile.py --ignore=jax/_src/tpu_custom_call.py --ignore=jax/experimental/mosaic --ignore=jax/experimental/pallas --ignore=jax/_src/pallas --ignore=jax/lib/xla_extension.py
documentation_render:
name: Documentation - render documentation
runs-on: linux-x86-n2-16
container:
image: index.docker.io/library/ubuntu@sha256:6d8d9799fe6ab3221965efac00b4c34a2bcc102c086a58dff9e19a08b913c7ef # ratchet:ubuntu:20.04
timeout-minutes: 10
strategy:
matrix:
python-version: ['3.10']
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Image Setup
run: |
apt update
apt install -y libssl-dev libsqlite3-dev
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: ${{ matrix.python-version }}
- name: Get pip cache dir
id: pip-cache
run: |
python -m pip install --upgrade pip wheel
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: pip cache
uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-pip-docs-${{ hashFiles('**/setup.py', '**/requirements.txt', '**/test-requirements.txt') }}
- name: Install dependencies
run: |
pip install -r docs/requirements.txt
- name: Render documentation
run: |
sphinx-build -j auto --color -W --keep-going -b html -D nb_execution_mode=off docs docs/build/html
jax2tf_test:
name: "jax2tf_test (py ${{ matrix.python-version }} on ${{ matrix.os }}, x64=${{ matrix.enable-x64}})"
runs-on: ${{ matrix.os }}
timeout-minutes: 30
strategy:
matrix:
# Test the oldest supported Python version here.
include:
- python-version: "3.10"
os: ubuntu-latest
enable-x64: 0
num_generated_cases: 10
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: ${{ matrix.python-version }}
- name: Get pip cache dir
id: pip-cache
run: |
python -m pip install --upgrade pip wheel
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: pip cache
uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-py${{ matrix.python-version }}-pip-${{ hashFiles('**/setup.py', '**/requirements.txt', '**/test-requirements.txt') }}
- name: Install dependencies
run: |
pip install .[minimum-jaxlib] tensorflow -r build/test-requirements.txt
- name: Run tests
env:
JAX_NUM_GENERATED_CASES: ${{ matrix.num_generated_cases }}
JAX_ENABLE_X64: ${{ matrix.enable-x64 }}
JAX_ENABLE_CHECKS: true
JAX_SKIP_SLOW_TESTS: true
PY_COLORS: 1
run: |
pip install -e .
echo "JAX_NUM_GENERATED_CASES=$JAX_NUM_GENERATED_CASES"
echo "JAX_ENABLE_X64=$JAX_ENABLE_X64"
echo "JAX_ENABLE_CHECKS=$JAX_ENABLE_CHECKS"
echo "JAX_SKIP_SLOW_TESTS=$JAX_SKIP_SLOW_TESTS"
pytest -n auto --tb=short --maxfail=20 jax/experimental/jax2tf/tests/jax2tf_test.py
ffi:
name: FFI example
runs-on: linux-x86-g2-16-l4-1gpu
container:
image: index.docker.io/tensorflow/build:latest-python3.12@sha256:48e99608fe9434ada5b14e19fdfd8e64f4cfc83aacd328b9c2101b210e984295 # ratchet:index.docker.io/tensorflow/build:latest-python3.12
timeout-minutes: 30
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Set up Python
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: 3.12
- name: Get pip cache dir
id: pip-cache
run: |
python -m pip install --upgrade pip wheel
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: pip cache
uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ runner.os }}-pip-ffi-examples-${{ hashFiles('**/setup.py', '**/requirements.txt', '**/test-requirements.txt', 'examples/**/pyproject.toml') }}
- name: Install JAX
run: pip install .[cuda12]
- name: Build and install example project
run: python -m pip install -v ./examples/ffi[test]
env:
# We test building using GCC instead of clang. All other JAX builds use
# clang, but it is useful to make sure that FFI users can compile using
# a different toolchain. GCC is the default compiler on the
# 'ubuntu-latest' runner, but we still set this explicitly just to be
# clear.
CMAKE_ARGS: -DCMAKE_CXX_COMPILER=g++ -DJAX_FFI_EXAMPLE_ENABLE_CUDA=ON
- name: Run CPU tests
run: python -m pytest examples/ffi/tests
env:
JAX_PLATFORM_NAME: cpu
- name: Run GPU tests
run: python -m pytest examples/ffi/tests