2022-10-07 17:32:18 +02:00
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name: CI
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2023-01-25 17:50:50 +01:00
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on: [push, pull_request]
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2022-10-07 17:32:18 +02:00
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2023-07-16 22:00:34 +02:00
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env:
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ubuntu_image: "ubuntu:22.04"
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2022-10-07 17:32:18 +02:00
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jobs:
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2023-01-25 17:50:50 +01:00
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ubuntu-latest:
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runs-on: ubuntu-latest
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2023-08-31 01:57:43 +02:00
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2023-07-16 22:00:34 +02:00
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strategy:
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fail-fast: false
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matrix:
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arch: [linux/amd64, linux/arm64, linux/arm/v7, linux/ppc64le]
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2023-01-25 17:50:50 +01:00
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steps:
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- name: Clone
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2023-07-16 22:00:34 +02:00
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uses: actions/checkout@v3
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2023-08-31 01:57:43 +02:00
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2023-07-16 22:00:34 +02:00
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- name: Set up QEMU
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uses: docker/setup-qemu-action@v2
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2023-01-25 17:50:50 +01:00
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2023-07-16 22:00:34 +02:00
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- name: Build ${{ matrix.arch }}
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2023-01-25 17:50:50 +01:00
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run: |
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2023-07-16 22:00:34 +02:00
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docker run --platform ${{ matrix.arch }} --rm \
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-v ${{ github.workspace }}:/workspace \
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-w /workspace ${{ env.ubuntu_image }} /bin/sh -c '
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apt update
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apt install -y build-essential libsdl2-dev
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make
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make stream'
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2023-01-25 17:50:50 +01:00
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macOS-latest:
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runs-on: macOS-latest
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steps:
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- name: Clone
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2023-07-16 22:00:34 +02:00
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uses: actions/checkout@v3
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2023-01-25 17:50:50 +01:00
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- name: Dependencies
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run: |
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brew update
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brew install sdl2
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- name: Build
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run: |
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make
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make stream
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2023-08-31 01:57:43 +02:00
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2023-07-16 22:00:34 +02:00
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freeBSD-latest:
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runs-on: macos-12
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2023-08-31 01:57:43 +02:00
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2023-07-16 22:00:34 +02:00
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steps:
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- name: Clone
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uses: actions/checkout@v3
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- name: Build
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uses: cross-platform-actions/action@v0.15.0
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with:
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operating_system: freebsd
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version: '13.2'
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run: |
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sudo pkg update
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sudo pkg install -y gmake sdl2
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gmake
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gmake stream
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2023-01-25 17:50:50 +01:00
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ubuntu-latest-gcc:
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runs-on: ubuntu-latest
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strategy:
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2023-07-16 22:00:34 +02:00
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fail-fast: false
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2023-01-25 17:50:50 +01:00
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matrix:
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build: [Debug, Release]
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2023-07-16 22:00:34 +02:00
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arch: [linux/amd64, linux/arm64, linux/arm/v7, linux/ppc64le]
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2023-01-25 17:50:50 +01:00
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steps:
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- name: Clone
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2023-07-16 22:00:34 +02:00
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uses: actions/checkout@v3
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2023-01-25 17:50:50 +01:00
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2023-07-16 22:00:34 +02:00
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- name: Set up QEMU
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uses: docker/setup-qemu-action@v2
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2023-01-25 17:50:50 +01:00
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2023-07-16 22:00:34 +02:00
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- name: Build ${{ matrix.arch }}
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2023-01-25 17:50:50 +01:00
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run: |
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2023-07-16 22:00:34 +02:00
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docker run --platform ${{ matrix.arch }} --rm \
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-v ${{ github.workspace }}:/workspace \
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-w /workspace ${{ env.ubuntu_image }} /bin/sh -c '
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apt update
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apt install -y build-essential cmake libsdl2-dev
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2023-11-07 09:53:24 +01:00
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cmake . -DWHISPER_SDL2=ON -DCMAKE_BUILD_TYPE=${{ matrix.build }}
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2023-07-16 22:00:34 +02:00
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make
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ctest -L gh --output-on-failure'
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2023-01-25 17:50:50 +01:00
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ubuntu-latest-clang:
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runs-on: ubuntu-latest
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strategy:
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2023-07-16 22:00:34 +02:00
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fail-fast: false
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2023-01-25 17:50:50 +01:00
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matrix:
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build: [Debug, Release]
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2023-07-16 22:00:34 +02:00
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arch: [linux/amd64, linux/arm64, linux/arm/v7, linux/ppc64le]
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2023-01-25 17:50:50 +01:00
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steps:
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- name: Clone
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2023-07-16 22:00:34 +02:00
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uses: actions/checkout@v3
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2023-01-25 17:50:50 +01:00
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2023-07-16 22:00:34 +02:00
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- name: Set up QEMU
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uses: docker/setup-qemu-action@v2
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2023-01-25 17:50:50 +01:00
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2023-07-16 22:00:34 +02:00
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- name: Build ${{ matrix.arch }}
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2023-01-25 17:50:50 +01:00
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run: |
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2023-07-16 22:00:34 +02:00
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docker run --platform ${{ matrix.arch }} --rm \
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-v ${{ github.workspace }}:/workspace \
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-w /workspace ${{ env.ubuntu_image }} /bin/sh -c '
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apt update
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apt install -y build-essential cmake libsdl2-dev
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2023-11-07 09:53:24 +01:00
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cmake . -DWHISPER_SDL2=ON -DCMAKE_BUILD_TYPE=${{ matrix.build }} -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_C_COMPILER=clang
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2023-07-16 22:00:34 +02:00
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make
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ctest -L gh --output-on-failure'
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2023-01-25 17:50:50 +01:00
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ubuntu-latest-gcc-sanitized:
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runs-on: ubuntu-latest
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strategy:
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2023-07-16 22:00:34 +02:00
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fail-fast: false
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2023-01-25 17:50:50 +01:00
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matrix:
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sanitizer: [ADDRESS, THREAD, UNDEFINED]
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2023-07-16 22:00:34 +02:00
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arch: [linux/amd64]
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2023-01-25 17:50:50 +01:00
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steps:
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- name: Clone
|
2023-07-16 22:00:34 +02:00
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uses: actions/checkout@v3
|
2023-08-31 01:57:43 +02:00
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|
2023-07-16 22:00:34 +02:00
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- name: Set up QEMU
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uses: docker/setup-qemu-action@v2
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2023-08-31 01:57:43 +02:00
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|
2023-07-16 22:00:34 +02:00
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- name: Build ${{ matrix.arch }}
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2023-01-25 17:50:50 +01:00
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run: |
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2023-07-16 22:00:34 +02:00
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docker run --platform ${{ matrix.arch }} --rm \
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-v ${{ github.workspace }}:/workspace \
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-w /workspace ${{ env.ubuntu_image }} /bin/sh -c '
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apt update
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apt install -y build-essential cmake
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cmake . -DCMAKE_BUILD_TYPE=Debug -DWHISPER_SANITIZE_${{ matrix.sanitizer }}=ON
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make
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ctest -L gh --output-on-failure'
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2023-01-25 17:50:50 +01:00
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windows:
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runs-on: windows-latest
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strategy:
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matrix:
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build: [Release]
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arch: [Win32, x64]
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sdl2: [ON]
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include:
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- arch: Win32
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s2arc: x86
|
2023-05-29 01:38:58 +02:00
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jnaPath: win32-x86
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2023-01-25 17:50:50 +01:00
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- arch: x64
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s2arc: x64
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2023-05-29 01:38:58 +02:00
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jnaPath: win32-x86-64
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2023-01-25 17:50:50 +01:00
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- sdl2: ON
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s2ver: 2.26.0
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|
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steps:
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- name: Clone
|
2023-07-16 22:00:34 +02:00
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|
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uses: actions/checkout@v3
|
2023-01-25 17:50:50 +01:00
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- name: Add msbuild to PATH
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uses: microsoft/setup-msbuild@v1
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- name: Fetch SDL2 and set SDL2_DIR
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if: matrix.sdl2 == 'ON'
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run: |
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C:/msys64/usr/bin/wget.exe -qO sdl2.zip https://github.com/libsdl-org/SDL/releases/download/release-${{ matrix.s2ver }}/SDL2-devel-${{ matrix.s2ver }}-VC.zip
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7z x sdl2.zip
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echo "SDL2_DIR=$env:GITHUB_WORKSPACE/SDL2-${{ matrix.s2ver }}/cmake" >> $env:GITHUB_ENV
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- name: Configure
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run: >
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cmake -S . -B ./build -A ${{ matrix.arch }}
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-DCMAKE_BUILD_TYPE=${{ matrix.build }}
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2023-11-07 09:53:24 +01:00
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-DWHISPER_SDL2=${{ matrix.sdl2 }}
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2023-01-25 17:50:50 +01:00
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- name: Build
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run: |
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cd ./build
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msbuild ALL_BUILD.vcxproj -t:build -p:configuration=${{ matrix.build }} -p:platform=${{ matrix.arch }}
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- name: Copy SDL2.dll
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if: matrix.sdl2 == 'ON'
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run: copy "$env:SDL2_DIR/../lib/${{ matrix.s2arc }}/SDL2.dll" build/bin/${{ matrix.build }}
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|
2023-05-29 01:38:58 +02:00
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- name: Upload dll
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uses: actions/upload-artifact@v3
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with:
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name: ${{ matrix.jnaPath }}_whisper.dll
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path: build/bin/${{ matrix.build }}/whisper.dll
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2023-01-25 17:50:50 +01:00
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- name: Upload binaries
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if: matrix.sdl2 == 'ON'
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uses: actions/upload-artifact@v1
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with:
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name: whisper-bin-${{ matrix.arch }}
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path: build/bin/${{ matrix.build }}
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windows-blas:
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runs-on: windows-latest
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strategy:
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matrix:
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build: [Release]
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arch: [Win32, x64]
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blas: [ON]
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sdl2: [ON]
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include:
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- arch: Win32
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2023-11-07 09:53:24 +01:00
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obzip: https://github.com/OpenMathLib/OpenBLAS/releases/download/v0.3.24/OpenBLAS-0.3.24-x86.zip
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2023-01-25 17:50:50 +01:00
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s2arc: x86
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- arch: x64
|
2023-11-07 09:53:24 +01:00
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obzip: https://github.com/OpenMathLib/OpenBLAS/releases/download/v0.3.24/OpenBLAS-0.3.24-x64.zip
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2023-01-25 17:50:50 +01:00
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s2arc: x64
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- sdl2: ON
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s2ver: 2.26.0
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steps:
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- name: Clone
|
2023-07-16 22:00:34 +02:00
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uses: actions/checkout@v3
|
2023-01-25 17:50:50 +01:00
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- name: Add msbuild to PATH
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uses: microsoft/setup-msbuild@v1
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- name: Fetch OpenBLAS
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if: matrix.blas == 'ON'
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run: |
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C:/msys64/usr/bin/wget.exe -qO blas.zip ${{ matrix.obzip }}
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7z x blas.zip -oblas -y
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copy blas/include/cblas.h .
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copy blas/include/openblas_config.h .
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2023-11-07 09:53:24 +01:00
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echo "OPENBLAS_PATH=$env:GITHUB_WORKSPACE/blas" >> $env:GITHUB_ENV
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2023-01-25 17:50:50 +01:00
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- name: Fetch SDL2 and set SDL2_DIR
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|
|
|
if: matrix.sdl2 == 'ON'
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|
|
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run: |
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|
|
C:/msys64/usr/bin/wget.exe -qO sdl2.zip https://github.com/libsdl-org/SDL/releases/download/release-${{ matrix.s2ver }}/SDL2-devel-${{ matrix.s2ver }}-VC.zip
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|
|
|
7z x sdl2.zip
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echo "SDL2_DIR=$env:GITHUB_WORKSPACE/SDL2-${{ matrix.s2ver }}/cmake" >> $env:GITHUB_ENV
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|
|
|
|
|
|
|
- name: Configure
|
|
|
|
run: >
|
|
|
|
cmake -S . -B ./build -A ${{ matrix.arch }}
|
|
|
|
-DCMAKE_BUILD_TYPE=${{ matrix.build }}
|
2023-11-07 09:53:24 +01:00
|
|
|
-DWHISPER_OPENBLAS=${{ matrix.blas }}
|
|
|
|
-DCMAKE_LIBRARY_PATH="$env:OPENBLAS_PATH/lib"
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|
|
|
-DWHISPER_SDL2=${{ matrix.sdl2 }}
|
2023-01-25 17:50:50 +01:00
|
|
|
|
|
|
|
- name: Build
|
|
|
|
run: |
|
|
|
|
cd ./build
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|
|
|
msbuild ALL_BUILD.vcxproj -t:build -p:configuration=${{ matrix.build }} -p:platform=${{ matrix.arch }}
|
|
|
|
|
|
|
|
- name: Copy libopenblas.dll
|
|
|
|
if: matrix.blas == 'ON'
|
2023-11-07 09:53:24 +01:00
|
|
|
run: copy "$env:OPENBLAS_PATH/bin/libopenblas.dll" build/bin/${{ matrix.build }}
|
2023-01-25 17:50:50 +01:00
|
|
|
|
|
|
|
- name: Copy SDL2.dll
|
|
|
|
if: matrix.sdl2 == 'ON'
|
|
|
|
run: copy "$env:SDL2_DIR/../lib/${{ matrix.s2arc }}/SDL2.dll" build/bin/${{ matrix.build }}
|
|
|
|
|
|
|
|
- name: Upload binaries
|
|
|
|
if: matrix.blas == 'ON' && matrix.sdl2 == 'ON'
|
|
|
|
uses: actions/upload-artifact@v1
|
|
|
|
with:
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|
|
name: whisper-blas-bin-${{ matrix.arch }}
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|
|
|
path: build/bin/${{ matrix.build }}
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
windows-cublas:
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|
|
|
runs-on: windows-latest
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
strategy:
|
|
|
|
matrix:
|
|
|
|
build: [Release]
|
|
|
|
arch: [x64]
|
|
|
|
cublas: [ON]
|
|
|
|
sdl2: [ON]
|
|
|
|
include:
|
|
|
|
- arch: x64
|
|
|
|
s2arc: x64
|
|
|
|
- sdl2: ON
|
|
|
|
s2ver: 2.26.0
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
steps:
|
|
|
|
- name: Clone
|
2023-07-16 22:00:34 +02:00
|
|
|
uses: actions/checkout@v3
|
2023-05-03 22:47:37 +02:00
|
|
|
|
|
|
|
- name: Add msbuild to PATH
|
|
|
|
uses: microsoft/setup-msbuild@v1
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
- name: Install CUDA Toolkit
|
|
|
|
id: cuda-toolkit
|
|
|
|
uses: Jimver/cuda-toolkit@v0.2.10
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
- name: Fetch SDL2 and set SDL2_DIR
|
|
|
|
if: matrix.sdl2 == 'ON'
|
|
|
|
run: |
|
|
|
|
C:/msys64/usr/bin/wget.exe -qO sdl2.zip https://github.com/libsdl-org/SDL/releases/download/release-${{ matrix.s2ver }}/SDL2-devel-${{ matrix.s2ver }}-VC.zip
|
|
|
|
7z x sdl2.zip
|
|
|
|
echo "SDL2_DIR=$env:GITHUB_WORKSPACE/SDL2-${{ matrix.s2ver }}/cmake" >> $env:GITHUB_ENV
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
- name: Configure
|
|
|
|
run: >
|
|
|
|
cmake -S . -B ./build -A ${{ matrix.arch }}
|
|
|
|
-DCMAKE_BUILD_TYPE=${{ matrix.build }}
|
|
|
|
-DWHISPER_CUBLAS=1
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
- name: Build
|
|
|
|
run: |
|
|
|
|
cd ./build
|
|
|
|
msbuild ALL_BUILD.vcxproj -t:build -p:configuration=${{ matrix.build }} -p:platform=${{ matrix.arch }}
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-11-19 11:43:22 +01:00
|
|
|
- name: Copy CUDA DLLs
|
|
|
|
run: >
|
|
|
|
Copy-Item -PassThru
|
|
|
|
-Path "${{ steps.cuda-toolkit.outputs.CUDA_PATH }}/bin/*.dll"
|
|
|
|
-Include cudart64_*,cublas64_*,cublasLt64_*
|
|
|
|
-Destination build/bin/${{ matrix.build }}
|
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
- name: Copy SDL2.dll
|
|
|
|
if: matrix.sdl2 == 'ON'
|
|
|
|
run: copy "$env:SDL2_DIR/../lib/${{ matrix.s2arc }}/SDL2.dll" build/bin/${{ matrix.build }}
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-05-03 22:47:37 +02:00
|
|
|
- name: Upload binaries
|
|
|
|
if: matrix.sdl2 == 'ON'
|
|
|
|
uses: actions/upload-artifact@v1
|
|
|
|
with:
|
|
|
|
name: whisper-cublas-bin-${{ matrix.arch }}
|
|
|
|
path: build/bin/${{ matrix.build }}
|
2023-01-25 17:50:50 +01:00
|
|
|
|
|
|
|
emscripten:
|
|
|
|
runs-on: ubuntu-latest
|
|
|
|
|
|
|
|
strategy:
|
|
|
|
matrix:
|
|
|
|
build: [Release]
|
|
|
|
|
|
|
|
steps:
|
|
|
|
- name: Clone
|
2023-07-16 22:00:34 +02:00
|
|
|
uses: actions/checkout@v3
|
2023-01-25 17:50:50 +01:00
|
|
|
|
2023-07-16 22:00:34 +02:00
|
|
|
- name: Setup emsdk
|
|
|
|
uses: mymindstorm/setup-emsdk@v12
|
2023-01-25 17:50:50 +01:00
|
|
|
|
2023-07-16 22:00:34 +02:00
|
|
|
- name: Verify
|
|
|
|
run: emcc -v
|
2023-01-25 17:50:50 +01:00
|
|
|
|
|
|
|
- name: Build
|
|
|
|
run: |
|
|
|
|
emcmake cmake . -DCMAKE_BUILD_TYPE=${{ matrix.build }}
|
|
|
|
make
|
2023-04-15 13:21:58 +02:00
|
|
|
|
|
|
|
ios:
|
|
|
|
runs-on: macos-latest
|
|
|
|
|
|
|
|
strategy:
|
|
|
|
matrix:
|
|
|
|
build: [Release]
|
|
|
|
|
|
|
|
steps:
|
|
|
|
- name: Clone
|
2023-07-16 22:00:34 +02:00
|
|
|
uses: actions/checkout@v3
|
2023-04-15 13:21:58 +02:00
|
|
|
|
|
|
|
- name: Configure
|
2023-05-14 08:47:02 +02:00
|
|
|
run: |
|
|
|
|
cp models/for-tests-ggml-base.en.bin models/ggml-base.en.bin
|
|
|
|
mkdir models/ggml-base.en-encoder.mlmodelc
|
2023-04-15 13:21:58 +02:00
|
|
|
|
|
|
|
- name: Build objc example
|
|
|
|
run: xcodebuild -project examples/whisper.objc/whisper.objc.xcodeproj -scheme whisper.objc -configuration ${{ matrix.build }} -sdk iphonesimulator build
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-04-15 13:21:58 +02:00
|
|
|
- name: Build swiftui example
|
|
|
|
run: xcodebuild -project examples/whisper.swiftui/whisper.swiftui.xcodeproj -scheme WhisperCppDemo -configuration ${{ matrix.build }} -sdk iphonesimulator build
|
|
|
|
|
|
|
|
android:
|
|
|
|
runs-on: ubuntu-latest
|
|
|
|
|
|
|
|
steps:
|
|
|
|
- name: Clone
|
2023-07-16 22:00:34 +02:00
|
|
|
uses: actions/checkout@v3
|
2023-04-15 13:21:58 +02:00
|
|
|
|
|
|
|
- name: Install Java
|
|
|
|
uses: actions/setup-java@v3
|
|
|
|
with:
|
|
|
|
distribution: zulu
|
|
|
|
java-version: 17
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-04-15 13:21:58 +02:00
|
|
|
- name: Setup Android SDK
|
|
|
|
uses: android-actions/setup-android@v2
|
|
|
|
|
|
|
|
- name: Build
|
|
|
|
run: |
|
|
|
|
cd examples/whisper.android
|
2023-05-03 22:47:37 +02:00
|
|
|
./gradlew assembleRelease --no-daemon
|
2023-05-29 01:38:58 +02:00
|
|
|
|
2023-11-12 17:31:58 +01:00
|
|
|
android_java:
|
|
|
|
runs-on: ubuntu-latest
|
|
|
|
|
|
|
|
steps:
|
|
|
|
- name: Clone
|
|
|
|
uses: actions/checkout@v3
|
|
|
|
|
|
|
|
- name: set up JDK 11
|
|
|
|
uses: actions/setup-java@v3
|
|
|
|
with:
|
|
|
|
java-version: '11'
|
|
|
|
distribution: 'temurin'
|
|
|
|
cache: gradle
|
|
|
|
|
|
|
|
- name: Setup Android SDK
|
|
|
|
uses: android-actions/setup-android@v2
|
|
|
|
with:
|
|
|
|
api-level: 30
|
|
|
|
build-tools-version: 30.0.3
|
|
|
|
|
|
|
|
- name: Build
|
|
|
|
run: |
|
|
|
|
cd examples/whisper.android.java
|
|
|
|
chmod +x ./gradlew
|
|
|
|
./gradlew assembleRelease
|
|
|
|
|
2023-05-29 01:38:58 +02:00
|
|
|
java:
|
|
|
|
needs: [ 'windows' ]
|
|
|
|
runs-on: windows-latest
|
|
|
|
steps:
|
2023-07-16 22:00:34 +02:00
|
|
|
- uses: actions/checkout@v3
|
2023-05-29 01:38:58 +02:00
|
|
|
|
|
|
|
- name: Install Java
|
|
|
|
uses: actions/setup-java@v1
|
|
|
|
with:
|
|
|
|
java-version: 17
|
|
|
|
|
|
|
|
- name: Download Windows lib
|
|
|
|
uses: actions/download-artifact@v3
|
|
|
|
with:
|
|
|
|
name: win32-x86-64_whisper.dll
|
|
|
|
path: bindings/java/build/generated/resources/main/win32-x86-64
|
|
|
|
|
|
|
|
- name: Build
|
|
|
|
run: |
|
|
|
|
models\download-ggml-model.cmd tiny.en
|
|
|
|
cd bindings/java
|
|
|
|
chmod +x ./gradlew
|
|
|
|
./gradlew build
|
|
|
|
|
|
|
|
- name: Upload jar
|
|
|
|
uses: actions/upload-artifact@v3
|
|
|
|
with:
|
|
|
|
name: whispercpp.jar
|
|
|
|
path: bindings/java/build/libs/whispercpp-*.jar
|
|
|
|
|
2023-08-31 01:57:43 +02:00
|
|
|
- name: Publish package
|
|
|
|
if: ${{ github.ref == 'refs/heads/master' }}
|
2023-09-08 19:50:15 +02:00
|
|
|
uses: gradle/gradle-build-action@v2.4.2
|
2023-08-31 01:57:43 +02:00
|
|
|
with:
|
|
|
|
arguments: publish
|
2023-08-31 04:04:16 +02:00
|
|
|
build-root-directory: bindings/java
|
2023-08-31 01:57:43 +02:00
|
|
|
env:
|
2023-08-31 06:54:02 +02:00
|
|
|
MAVEN_USERNAME: ${{ secrets.JIRA_USER }}
|
|
|
|
MAVEN_PASSWORD: ${{ secrets.JIRA_PASS }}
|
2023-09-09 17:55:51 +02:00
|
|
|
PGP_SECRET: ${{ secrets.GPG_PRIVATE_KEY }}
|
|
|
|
PGP_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }}
|
2023-08-31 01:57:43 +02:00
|
|
|
|
2023-08-06 10:04:42 +02:00
|
|
|
quantize:
|
|
|
|
runs-on: ubuntu-latest
|
|
|
|
|
|
|
|
steps:
|
|
|
|
- name: Clone
|
|
|
|
uses: actions/checkout@v3
|
|
|
|
|
|
|
|
- name: Test quantize
|
|
|
|
run: |
|
|
|
|
./models/download-ggml-model.sh tiny.en
|
|
|
|
make quantize
|
|
|
|
./quantize models/ggml-tiny.en.bin models/ggml-tiny.en-q4_0.bin q4_0
|