mirror of
https://github.com/tinygrad/tinygrad.git
synced 2026-06-16 01:48:24 +08:00
304 lines
12 KiB
YAML
304 lines
12 KiB
YAML
name: Setup Python & Install
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description: Sets up Python and installs project dependencies.
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inputs:
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python-version:
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description: 'Python version to use'
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required: false
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default: '' # if you don't set a version, the native python version will be used
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key:
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description: 'Key for the python cache'
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required: false
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default: '' # if you don't set a key, it doesn't cache
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deps:
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description: 'Extra dependency groups (comma separated)'
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required: false
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default: ''
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pydeps:
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description: 'Extra Python dependency groups (space separated)'
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required: false
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default: ''
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opencl:
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description: "Install OpenCL?"
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required: false
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default: 'false'
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amd:
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description: "Install AMD?"
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required: false
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default: 'false'
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cuda:
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description: "Install CUDA?"
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required: false
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default: 'false'
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ocelot:
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description: "Install gpuocelot?"
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required: false
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default: 'false'
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webgpu:
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description: "Install webgpu?"
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required: false
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default: 'false'
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llvm:
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description: "Install LLVM?"
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required: false
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default: 'false'
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mesa:
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description: "Install mesa (true, false, cpu)"
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required: false
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default: 'false'
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tinydreno:
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description: "Install tinydreno"
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required: false
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default: 'false'
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qemu:
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description: "Install qemu"
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required: false
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default: 'false'
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runs:
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using: "composite"
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steps:
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- name: Setup environment
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shell: bash
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run: |
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echo "UV_CACHE_DIR=/tmp/.uv-cache" >> "$GITHUB_ENV"
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echo "OMP_NUM_THREADS=1" >> "$GITHUB_ENV"
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# no buffers should be over 300MB in CI
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echo "MAX_BUFFER_SIZE=300000000" >> "$GITHUB_ENV"
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- name: Set up uv
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uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b
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with:
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enable-cache: 'false' # see below for manual caching
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- name: Set up Python ${{ inputs.python-version }}
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uses: actions/setup-python@v6
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if: inputs.python-version != ''
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with:
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python-version: ${{ inputs.python-version }}
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# **** Caching packages ****
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- name: Cache Python packages (PR)
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if: github.event_name == 'pull_request'
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id: restore-venv-pr
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uses: actions/cache/restore@v4
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with:
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path: /tmp/.uv-cache
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key: uv-${{ runner.os }}-${{ runner.arch }}-python-${{ inputs.python-version }}-${{ inputs.deps }}-${{ inputs.pydeps }}-${{ env.CACHE_VERSION }}
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- name: Cache Python packages
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if: github.event_name != 'pull_request'
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id: restore-venv
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uses: actions/cache@v5
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with:
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path: /tmp/.uv-cache
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key: uv-${{ runner.os }}-${{ runner.arch }}-python-${{ inputs.python-version }}-${{ inputs.deps }}-${{ inputs.pydeps }}-${{ env.CACHE_VERSION }}
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# **** Caching downloads ****
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- name: Cache downloads (PR)
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if: inputs.key != '' && github.event_name == 'pull_request'
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uses: actions/cache/restore@v4
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with:
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path: ${{ runner.os == 'Linux' && '~/.cache/tinygrad/downloads/' || '~/Library/Caches/tinygrad/downloads/' }}
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key: downloads-${{ github.job }}-${{ inputs.key }}-${{ env.CACHE_VERSION }}
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- name: Cache downloads
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if: inputs.key != '' && github.event_name != 'pull_request'
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uses: actions/cache@v5
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with:
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path: ${{ runner.os == 'Linux' && '~/.cache/tinygrad/downloads/' || '~/Library/Caches/tinygrad/downloads/' }}
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key: downloads-${{ github.job }}-${{ inputs.key }}-${{ env.CACHE_VERSION }}
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# **** Python deps ****
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- name: Install dependencies in venv (with extra)
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if: inputs.deps != ''
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shell: bash
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run: |
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uv venv .venv
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uv pip install --python .venv -e ".[${{ inputs.deps }}]" ${{ inputs.pydeps }} --torch-backend cpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/Triton-Nightly/pypi/simple/
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- name: Install dependencies in venv (without extra)
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if: inputs.deps == ''
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shell: bash
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run: |
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uv venv .venv
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uv pip install --python .venv -e . ${{ inputs.pydeps }}
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- name: Prune uv cache
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if: github.event_name != 'pull_request'
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shell: bash
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run: uv cache prune --ci
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- name: Configure venv
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shell: bash
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run: |
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echo "VIRTUAL_ENV=${{ github.workspace }}/.venv" >> "$GITHUB_ENV"
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if [[ "$RUNNER_OS" == "Windows" ]]; then
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echo "${{ github.workspace }}/.venv/Scripts" >> "$GITHUB_PATH"
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else
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echo "${{ github.workspace }}/.venv/bin" >> "$GITHUB_PATH"
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fi
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# ******************* apt *******************
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- name: Setup apt
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if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true' || inputs.qemu == 'true')
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shell: bash
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run: |
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sudo chown -R $USER:$USER /var/cache/apt/archives
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echo 'Acquire::GzipIndexes "true";' | sudo tee /etc/apt/apt.conf.d/gzip
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echo 'Acquire::http::Pipeline-Depth "5";' | sudo tee -a /etc/apt/apt.conf.d/99parallel
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echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' | sudo tee -a /etc/apt/apt.conf.d/99keep-debs
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- name: Add OpenCL Repo
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if: inputs.opencl == 'true' && runner.os == 'Linux'
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shell: bash
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run: echo "deb [ allow-insecure=yes ] https://apt.repos.intel.com/oneapi all main" | sudo tee /etc/apt/sources.list.d/oneAPI.list
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- name: Add AMD Repo (Linux)
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if: inputs.amd == 'true' && runner.os == 'Linux'
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shell: bash
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run: |
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wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
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sudo tee /etc/apt/sources.list.d/rocm.list <<EOF
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deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/7.1 $(lsb_release -cs) main
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EOF
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echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
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- name: Add LLVM Repo (Linux)
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if: inputs.llvm == 'true' && runner.os == 'Linux'
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shell: bash
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run: |
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wget -qO- https://apt.llvm.org/llvm-snapshot.gpg.key | sudo tee /etc/apt/trusted.gpg.d/apt.llvm.org.asc
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echo "deb http://apt.llvm.org/$(lsb_release -cs)/ llvm-toolchain-$(lsb_release -cs)-20 main" | sudo tee /etc/apt/sources.list.d/llvm.list
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- name: Compute Package List + Hash
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if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true' || inputs.qemu == 'true')
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id: apt-pkgs
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shell: bash
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run: |
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pkgs=""
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# **** OpenCL ****
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if [[ "${{ inputs.opencl }}" == "true" ]]; then
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pkgs+=" opencl-headers \
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intel-oneapi-runtime-openmp=2023.2.1-16 intel-oneapi-runtime-compilers-common=2023.2.1-16 intel-oneapi-runtime-compilers=2023.2.1-16 \
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intel-oneapi-runtime-dpcpp-sycl-opencl-cpu=2023.2.1-16 intel-oneapi-runtime-tbb-common=2021.10.0-49541 \
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intel-oneapi-runtime-tbb=2021.10.0-49541 intel-oneapi-runtime-opencl=2023.2.1-16"
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fi
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# **** AMD ****
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if [[ "${{ inputs.amd }}" == "true" ]]; then
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pkgs+=" comgr"
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fi
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# **** WebGPU (dependencies for software-based vulkan) ****
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if [[ "${{ inputs.webgpu }}" == "true" ]]; then
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pkgs+=" mesa-vulkan-drivers"
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fi
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# **** LLVM ****
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if [[ "${{ inputs.llvm }}" == "true" ]]; then
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pkgs+=" libllvm20 clang-20 lld-20"
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fi
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# **** QEMU ****
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if [[ "${{ inputs.qemu }}" == "true" ]]; then
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pkgs+=" qemu-user-static"
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fi
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echo "pkgs=$pkgs" >> "$GITHUB_OUTPUT"
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echo "hash=$(echo -n "$pkgs" | sha256sum | cut -d' ' -f1)" >> "$GITHUB_OUTPUT"
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- name: Cache apt (PR)
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if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true' || inputs.qemu == 'true') && github.event_name == 'pull_request'
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uses: actions/cache/restore@v4
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with:
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path: /var/cache/apt/archives/
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key: ${{ runner.os }}-${{ runner.arch }}-apt-${{ steps.apt-pkgs.outputs.hash }}-${{ env.CACHE_VERSION }}
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- name: Cache apt
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if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true' || inputs.qemu == 'true') && github.event_name != 'pull_request'
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uses: actions/cache@v5
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with:
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path: /var/cache/apt/archives/
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key: ${{ runner.os }}-${{ runner.arch }}-apt-${{ steps.apt-pkgs.outputs.hash }}-${{ env.CACHE_VERSION }}
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- name: Run apt Update + Install
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if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true' || inputs.qemu == 'true')
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shell: bash
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run: |
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sudo apt -qq update || true
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# ******** do install ********
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if [[ -n "${{ steps.apt-pkgs.outputs.pkgs }}" ]]; then
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sudo apt-get -y --allow-unauthenticated --no-install-recommends install ${{ steps.apt-pkgs.outputs.pkgs }}
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fi
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sudo chown -R $USER:$USER /var/cache/apt/archives/
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- name: Add clang to PATH (Linux)
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if: inputs.llvm == 'true' && runner.os == 'Linux'
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shell: bash
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run: echo "/usr/lib/llvm-20/bin" >> "$GITHUB_PATH"
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# **** AMD ****
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- name: Setup AMD (Linux)
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if: inputs.amd == 'true' && runner.os == 'Linux'
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shell: bash
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run: |
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sudo tee --append /etc/ld.so.conf.d/rocm.conf <<'EOF'
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/opt/rocm/lib
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/opt/rocm/lib64
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EOF
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sudo ldconfig
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- name: Setup AMD comgr (macOS)
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if: inputs.amd == 'true' && runner.os == 'macOS'
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shell: bash
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run: |
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sudo mkdir -p /usr/local/lib
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curl -s -H "Authorization: token $GH_TOKEN" curl -s https://api.github.com/repos/tinygrad/amdcomgr_dylib/releases/latest | \
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jq -r '.assets[] | select(.name == "libamd_comgr.dylib").browser_download_url' | \
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sudo xargs curl -fL -o /usr/local/lib/libamd_comgr.dylib
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# **** CUDA ****
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- name: Install CUDA
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if: inputs.cuda == 'true'
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shell: bash
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run: |
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sudo mkdir -p /usr/local/cuda/targets/x86_64-linux
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curl -fL https://developer.download.nvidia.com/compute/cuda/redist/cuda_nvrtc/linux-x86_64/cuda_nvrtc-linux-x86_64-11.5.119-archive.tar.xz \
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| sudo tar -xJ -C /usr/local/cuda/targets/x86_64-linux --strip-components=1
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echo /usr/local/cuda/targets/x86_64-linux/lib | sudo tee /etc/ld.so.conf.d/cuda-nvrtc.conf
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sudo ldconfig
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# **** gpuocelot ****
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- name: Install gpuocelot
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if: inputs.ocelot == 'true'
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shell: bash
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run: |
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sudo mkdir -p /usr/local/lib
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sudo curl --output-dir /usr/local/lib -fLO https://github.com/tinygrad/gpuocelot/releases/download/v0.1.0/libgpuocelot.${{ runner.os == 'Linux' && 'so' || 'dylib' }}
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# **** WebGPU ****
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- name: Install WebGPU dawn
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if: inputs.webgpu == 'true'
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shell: bash
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run: |
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sudo mkdir -p /usr/local/lib
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sudo curl --output-dir /usr/local/lib -fLO https://github.com/wpmed92/pydawn/releases/download/v0.1.6/libwebgpu_dawn.${{ runner.os == 'Linux' && 'so' || 'dylib' }}
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# **** LLVM ****
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- name: Install LLVM (macOS)
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if: inputs.llvm == 'true' && runner.os == 'macOS'
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shell: bash
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run: brew install llvm@20
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# **** mesa ****
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- name: Install mesa (linux)
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if: inputs.mesa != 'false' && runner.os == 'Linux'
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shell: bash
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run: sudo curl -fL https://github.com/sirhcm/tinymesa/releases/download/v1/libtinymesa${{ inputs.mesa == 'cpu' && '_cpu' || '' }}-mesa-25.2.7-linux-amd64.so -o /usr/lib/libtinymesa${{ inputs.mesa == 'cpu' && '_cpu' || '' }}.so
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- name: Install mesa (macOS)
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if: inputs.mesa != 'false' && runner.os == 'macOS'
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shell: bash
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run: brew install sirhcm/tinymesa/tinymesa${{ inputs.mesa == 'cpu' && '_cpu' || '' }}
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# *** tinydreno ***
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- name: Install tinydreno (linux)
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if: inputs.tinydreno == 'true' && runner.os == 'Linux'
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shell: bash
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run: sudo curl -fL https://github.com/sirhcm/tinydreno/raw/refs/heads/master/libllvm-qcom.so -o /usr/lib/libllvm-qcom.so
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