115 lines
3.4 KiB
YAML
115 lines
3.4 KiB
YAML
name: export-silero-vad-to-rknn
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on:
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workflow_dispatch:
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concurrency:
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group: export-silero-vad-to-rknn-${{ github.ref }}
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cancel-in-progress: true
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jobs:
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export-silero-vad-to-rknn:
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if: github.repository_owner == 'k2-fsa' || github.repository_owner == 'csukuangfj'
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name: export silero-vad to rknn
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runs-on: ${{ matrix.os }}
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strategy:
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fail-fast: false
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matrix:
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os: [ubuntu-latest]
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python-version: ["3.10"]
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steps:
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- uses: actions/checkout@v4
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- name: Setup Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install Python dependencies
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shell: bash
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run: |
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python3 -m pip install --upgrade \
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pip \
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"numpy<2" \
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torch==2.0.0+cpu -f https://download.pytorch.org/whl/torch \
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onnx \
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onnxruntime==1.17.1 \
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librosa \
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soundfile \
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onnxsim
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curl -SL -O https://huggingface.co/csukuangfj/rknn-toolkit2/resolve/main/rknn_toolkit2-2.1.0%2B708089d1-cp310-cp310-linux_x86_64.whl
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pip install ./*.whl "numpy<=1.26.4"
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- name: Run
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shell: bash
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run: |
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cd scripts/silero_vad/v4
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curl -SL -O https://github.com/snakers4/silero-vad/raw/refs/tags/v4.0/files/silero_vad.jit
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./export-onnx.py
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./show.py
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ls -lh m.onnx
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/lei-jun-test.wav
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./test-onnx.py --model ./m.onnx --wav ./lei-jun-test.wav
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for platform in rk3588 rk3576 rk3568 rk3566 rk3562; do
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echo "Platform: $platform"
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./export-rknn.py --in-model ./m.onnx --out-model silero-vad-v4-$platform.rknn --target-platform $platform
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ls -lh silero-vad-v4-$platform.rknn
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done
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- name: Collect files
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shell: bash
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run: |
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cd scripts/silero_vad/v4
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ls -lh
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mv *.rknn ../../..
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- name: Release
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uses: svenstaro/upload-release-action@v2
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with:
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file_glob: true
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file: ./*.rknn
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overwrite: true
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repo_name: k2-fsa/sherpa-onnx
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repo_token: ${{ secrets.UPLOAD_GH_SHERPA_ONNX_TOKEN }}
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tag: asr-models
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- name: Upload model to huggingface
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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uses: nick-fields/retry@v3
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with:
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max_attempts: 20
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timeout_seconds: 200
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shell: bash
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command: |
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git config --global user.email "csukuangfj@gmail.com"
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git config --global user.name "Fangjun Kuang"
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rm -rf huggingface
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export GIT_LFS_SKIP_SMUDGE=1
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git clone https://huggingface.co/csukuangfj/sherpa-onnx-rknn-models huggingface
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cd huggingface
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git fetch
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git pull
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git lfs track "*.rknn"
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git merge -m "merge remote" --ff origin main
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dst=vad
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mkdir -p $dst
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cp ../*.rknn $dst/ || true
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ls -lh $dst
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git add .
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git status
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git commit -m "update models"
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git status
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git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/sherpa-onnx-rknn-models main || true
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rm -rf huggingface
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