[PyTorch][NVFP4][MOE] NVFP4 Grouped Quantize with Hadamard Transform #13919
Workflow file for this run
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| # Copyright (c) 2022-2025, NVIDIA CORPORATION & AFFILIATES. All rights reserved. | |
| # | |
| # See LICENSE for license information. | |
| # A workflow to trigger TE build on GitHub | |
| name: 'Build' | |
| on: | |
| pull_request: | |
| workflow_dispatch: | |
| jobs: | |
| core: | |
| name: 'Core' | |
| runs-on: ubuntu-latest | |
| container: | |
| image: nvcr.io/nvidia/cuda:12.1.0-devel-ubuntu22.04 | |
| options: --user root | |
| steps: | |
| - name: 'Dependencies' | |
| run: | | |
| apt-get update | |
| apt-get install -y git python3.9 pip cudnn9-cuda-12 | |
| pip install cmake==3.21.0 pybind11[global] ninja | |
| - name: 'Checkout' | |
| uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| - name: ccache | |
| uses: mozilla-actions/sccache-action@7d986dd989559c6ecdb630a3fd2557667be217ad | |
| - name: 'Build' | |
| run: NVTE_USE_CCACHE=1 NVTE_CCACHE_BIN=sccache pip install --no-build-isolation . -v | |
| env: | |
| NVTE_FRAMEWORK: none | |
| MAX_JOBS: 1 | |
| SCCACHE_GHA_ENABLED: "true" | |
| - name: 'Sanity check' | |
| run: python3 -c "import transformer_engine" | |
| working-directory: / | |
| pytorch: | |
| name: 'PyTorch' | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Move /var/lib/docker/ | |
| shell: bash -euxo pipefail {0} | |
| run: sudo mv /var/lib/docker/ "${GITHUB_WORKSPACE}/docker" | |
| - name: Maximize build space | |
| uses: easimon/maximize-build-space@c28619d8999a147d5e09c1199f84ff6af6ad5794 | |
| with: | |
| root-reserve-mb: 5120 | |
| temp-reserve-mb: 32 | |
| swap-size-mb: 10240 | |
| remove-dotnet: 'true' | |
| remove-android: 'true' | |
| remove-haskell: 'true' | |
| remove-codeql: 'true' | |
| build-mount-path: '/var/lib/docker/' | |
| - name: Restore /var/lib/docker/ | |
| shell: bash -euxo pipefail {0} | |
| run: sudo sh -c "mv ${GITHUB_WORKSPACE}/docker/* /var/lib/docker" | |
| - name: 'Checkout' | |
| uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| - name: Start named container | |
| run: | | |
| docker run -v $(pwd):$(pwd) -w $(pwd) --name builder -d nvcr.io/nvidia/cuda:12.8.0-devel-ubuntu22.04 sleep infinity | |
| - name: 'Dependencies' | |
| run: | | |
| docker exec builder bash -c '\ | |
| apt-get update && \ | |
| apt-get install -y git python3.9 pip cudnn9-cuda-12 && \ | |
| pip install cmake torch ninja pydantic importlib-metadata>=1.0 packaging pybind11 numpy einops onnxscript && \ | |
| apt-get clean \ | |
| ' | |
| - name: 'Build' | |
| run: docker exec builder bash -c 'pip install --no-build-isolation . -v --no-deps' | |
| env: | |
| NVTE_FRAMEWORK: pytorch | |
| MAX_JOBS: 1 | |
| - name: 'Sanity check' | |
| run: docker exec builder bash -c 'python3 tests/pytorch/test_sanity_import.py' | |
| jax: | |
| name: 'JAX' | |
| runs-on: ubuntu-latest | |
| container: | |
| image: ghcr.io/nvidia/jax:jax | |
| options: --user root | |
| steps: | |
| - name: 'Dependencies' | |
| run: pip install pybind11[global] | |
| - name: 'Checkout' | |
| uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| - name: ccache | |
| uses: mozilla-actions/sccache-action@7d986dd989559c6ecdb630a3fd2557667be217ad | |
| - name: 'Build' | |
| run: | | |
| NVTE_CCACHE_BIN=sccache NVTE_USE_CCACHE=1 pip install --no-build-isolation . -v | |
| env: | |
| NVTE_FRAMEWORK: jax | |
| MAX_JOBS: 1 | |
| SCCACHE_GHA_ENABLED: "true" | |
| - name: 'Sanity check' | |
| run: python3 tests/jax/test_sanity_import.py | |
| all: | |
| name: 'All' | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Move /var/lib/docker/ | |
| shell: bash -euxo pipefail {0} | |
| run: sudo mv /var/lib/docker/ "${GITHUB_WORKSPACE}/docker" | |
| - name: Maximize build space | |
| uses: easimon/maximize-build-space@c28619d8999a147d5e09c1199f84ff6af6ad5794 | |
| with: | |
| root-reserve-mb: 5120 | |
| temp-reserve-mb: 32 | |
| swap-size-mb: 10240 | |
| remove-dotnet: 'true' | |
| remove-android: 'true' | |
| remove-haskell: 'true' | |
| remove-codeql: 'true' | |
| build-mount-path: '/var/lib/docker/' | |
| - name: Restore /var/lib/docker/ | |
| shell: bash -euxo pipefail {0} | |
| run: sudo sh -c "mv ${GITHUB_WORKSPACE}/docker/* /var/lib/docker" | |
| - name: 'Checkout' | |
| uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| - name: Start named container | |
| run: | | |
| docker run -v $(pwd):$(pwd) -w $(pwd) --name builder -d ghcr.io/nvidia/jax:jax sleep infinity | |
| - name: 'Dependencies' | |
| run: | | |
| docker exec builder bash -c '\ | |
| pip install pybind11[global] einops onnxscript && \ | |
| pip install torch --no-cache-dir --index-url https://download.pytorch.org/whl/cu130 | |
| ' | |
| - name: 'Build' | |
| run: docker exec builder bash -c 'pip install --no-cache-dir --no-build-isolation . -v --no-deps' | |
| env: | |
| NVTE_FRAMEWORK: all | |
| MAX_JOBS: 1 | |
| - name: 'Sanity check' | |
| run: docker exec builder bash -c 'python3 tests/pytorch/test_sanity_import.py && python3 tests/jax/test_sanity_import.py' |