Usage Demo #98
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| ## | |
| ## Copyright (c) 2022 TUM Department of Electrical and Computer Engineering. | |
| ## | |
| ## This file is part of MLonMCU. | |
| ## See https://github.com/tum-ei-eda/mlonmcu.git for further info. | |
| ## | |
| ## Licensed under the Apache License, Version 2.0 (the "License"); | |
| ## you may not use this file except in compliance with the License. | |
| ## You may obtain a copy of the License at | |
| ## | |
| ## http://www.apache.org/licenses/LICENSE-2.0 | |
| ## | |
| ## Unless required by applicable law or agreed to in writing, software | |
| ## distributed under the License is distributed on an "AS IS" BASIS, | |
| ## WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| ## See the License for the specific language governing permissions and | |
| ## limitations under the License. | |
| ## | |
| # ML on MCU demonstration (also serves as end-to-end testj | |
| # TODO: provide docker image with apt packages | |
| name: Usage Demo | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| template: | |
| type: choice | |
| description: Environment Template | |
| options: | |
| - default | |
| - minimal | |
| required: true | |
| test: | |
| type: boolean | |
| description: Run long integration tests | |
| required: true | |
| artifact: | |
| type: boolean | |
| description: Upload artifacts | |
| required: true | |
| # push: | |
| # branches: | |
| # - main | |
| # pull_request: | |
| # branches: | |
| # - main | |
| jobs: | |
| demo: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: [3.8] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| # TODO: caching | |
| - name: Install APT packages | |
| run: | | |
| sudo apt -qq install -y g++ libboost-all-dev libboost-system-dev libboost-filesystem-dev libboost-program-options-dev graphviz doxygen libtinfo-dev zlib1g-dev texinfo unzip device-tree-compiler | |
| sudo apt -qq install -y ninja-build | |
| sudo apt remove clang-11* llvm-11* | |
| - name: Initialize Virtualenv | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m venv .venv | |
| - name: Install dependencies | |
| run: | | |
| source .venv/bin/activate | |
| pip install -r requirements.txt | |
| - name: Run package creation | |
| run: | | |
| source .venv/bin/activate | |
| make install | |
| - name: Initialize MLonMCU environment | |
| run: | | |
| source .venv/bin/activate | |
| mlonmcu init home/ --non-interactive --template ${{ github.event.inputs.template }} | |
| - name: Setup MLonMCU dependencies | |
| run: | | |
| source .venv/bin/activate | |
| mlonmcu setup -H home/ -v | |
| - name: Install environment-specific Python packages | |
| run: | | |
| source .venv/bin/activate | |
| MLONMCU_HOME=$(pwd)/home/ mlonmcu setup -g | |
| pip install -r home/requirements_addition.txt | |
| - name: Run MLonMCU flow | |
| run: | | |
| source .venv/bin/activate | |
| mlonmcu flow run sine_model -H home/ -v | |
| mlonmcu export -H home/ session.zip | |
| - name: Prepare complex integration tests (optional) | |
| run: | | |
| source .venv/bin/activate | |
| pip install -r requirements_dev.txt | |
| if: ${{ github.event.inputs.test == 'true' }} | |
| - name: Run complex integration tests (optional) | |
| run: | | |
| source .venv/bin/activate | |
| MLONMCU_HOME=$(pwd)/home/ make test-full | |
| if: ${{ github.event.inputs.test == 'true' }} | |
| - name: Remove dependencies (too large for artifact) | |
| run: | | |
| source .venv/bin/activate | |
| mlonmcu cleanup -H home/ -f --deps | |
| if: ${{ github.event.inputs.artifact == 'true' }} | |
| - name: Archive environment (without deps) | |
| uses: actions/upload-artifact@v2 | |
| with: | |
| name: mlonmcu_home | |
| path: home/ | |
| if: ${{ github.event.inputs.artifact == 'true' }} |