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JAX inference offloading bridge (#1775)
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.github/workflows/jio.yaml

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name: JAX Inference Offloading
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on:
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schedule:
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- cron: '30 9 * * *' # Pacific Time 01:30 AM in UTC
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pull_request:
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types:
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- opened
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- reopened
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- ready_for_review
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- synchronize
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paths:
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- '.github/workflows/jio.yaml'
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- 'jax-inference-offloading/**'
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workflow_dispatch:
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inputs:
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PUBLISH:
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type: boolean
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description: Publish dated images and update the 'latest' tag?
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default: false
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required: false
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concurrency:
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group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
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cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
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permissions:
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contents: read # to fetch code
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actions: write # to cancel previous workflows
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packages: write # to upload containers
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jobs:
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metadata:
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runs-on: ubuntu-22.04
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if: github.event.pull_request.draft == false || github.event_name != 'pull_request'
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outputs:
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BUILD_DATE: ${{ steps.date.outputs.BUILD_DATE }}
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PUBLISH: ${{ steps.if-publish.outputs.PUBLISH }}
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steps:
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- name: Set build date
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id: date
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shell: bash -x -e {0}
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run: |
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BUILD_DATE=$(TZ='US/Los_Angeles' date '+%Y-%m-%d')
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echo "BUILD_DATE=${BUILD_DATE}" >> $GITHUB_OUTPUT
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- name: Determine whether results will be 'published'
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id: if-publish
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shell: bash -x -e {0}
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run: |
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echo "PUBLISH=${{ github.event_name == 'schedule' || inputs.PUBLISH }}" >> $GITHUB_OUTPUT
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build:
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needs: metadata
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strategy:
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fail-fast: true
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matrix:
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ARCHITECTURE: [amd64, arm64]
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runs-on: [self-hosted, "${{ matrix.ARCHITECTURE }}", "small"]
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Build container
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id: build-container
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uses: ./.github/actions/build-container
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with:
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ARCHITECTURE: ${{ matrix.ARCHITECTURE }}
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ARTIFACT_NAME: artifact-jio-build
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BADGE_FILENAME: badge-jio-build
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BASE_IMAGE: nvcr.io/nvidia/cuda-dl-base:25.06-cuda12.9-devel-ubuntu24.04
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BUILD_DATE: ${{ needs.metadata.outputs.BUILD_DATE }}
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CONTAINER_NAME: jio
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DOCKERFILE: jax-inference-offloading/dockerfile/oss.dockerfile
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RUNNER_SIZE: small
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ssh-private-key: ${{ secrets.SSH_PRIVATE_KEY }}
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ssh-known-hosts: ${{ vars.SSH_KNOWN_HOSTS }}
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github-token: ${{ secrets.GITHUB_TOKEN }}
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EXTRA_BUILD_ARGS: |
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REF_JIO=${{ github.ref }}
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outputs:
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DOCKER_TAG_MEALKIT: ${{ steps.build-container.outputs.DOCKER_TAG_MEALKIT }}
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DOCKER_TAG_FINAL: ${{ steps.build-container.outputs.DOCKER_TAG_FINAL }}

jax-inference-offloading/.flake8

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[flake8]
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indent-size = 2
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max-line-length = 120
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extend-ignore = E203,W503 # match Black / NumPy convention
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# -------- Plugins -------------
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# Activate popular extra rule-sets; install alongside flake8:
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# pip install flake8-bugbear flake8-docstrings flake8-import-order flake8-builtins
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select = C,E,F,W,B,B950,D,I
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# C (mccabe), E/W (pycodestyle), F (pyflakes), B (bugbear), B950 (long line hint),
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# D (pydocstyle), I (import order)
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# -------- Per‑file tweaks ------
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per-file-ignores =
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__init__.py:F401 # allow re‑exported symbols
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tests/*:D # relax docstring rules in test helpers
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# -------- Exclusions -----------
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exclude =
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.git,
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__pycache__,
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build,
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dist,
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.venv,
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notebooks,
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*.swp
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*.swo
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*.swn
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__pycache__
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.nfs*
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*.egg-info
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build
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.env
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# Signing Your Work
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This will append the following to your commit message:
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```
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Signed-off-by: Your Name <[email protected]>
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* Full text of the DCO can be found [here](DCO)

jax-inference-offloading/DCO

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Developer Certificate of Origin
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Version 1.1
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jax-inference-offloading/LICENSE

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include pep517_backend.py
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recursive-include jax_inference_offloading *.proto
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