ML Project - Build and Run on Arm Virtual Hardware FVP #8
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| # This YAML file is used to build and run an ML project on Arm Virtual Hardware FVP | |
| # It contains a job that runs tests on a Ubuntu machine using a custom Docker image | |
| name: ML Project - Build and Run on Arm Virtual Hardware FVP | |
| on: | |
| # Trigger the workflow when a workflow run is completed | |
| workflow_run: | |
| workflows: ["Licensed Docker Image - Build and Push"] | |
| types: | |
| - completed | |
| # Trigger the workflow manually | |
| workflow_dispatch: | |
| jobs: | |
| run_test: | |
| runs-on: ubuntu-latest | |
| container: | |
| # Use the custom Docker image with the necessary tools and dependencies | |
| image: ghcr.io/arm-software/avh-mlops/arm-mlops-docker-licensed:latest | |
| credentials: | |
| # Set the Docker image credentials using the actor and a GitHub token | |
| username: ${{ github.actor }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| steps: | |
| - name: Checkout repository | |
| # Check out the repository containing the ML project | |
| uses: actions/checkout@v2 | |
| - name: Set permissions for working directory __w | |
| # Set permissions for the working directory to avoid permission errors | |
| run: chmod 777 -R /__w | |
| - name: Install custom CMSIS packs | |
| # Install custom CMSIS packs required for the ML project | |
| run: | | |
| wget -P /home/arm_mlops_docker https://github.com/ARM-software/CMSIS-DFP/releases/download/dev%2Fv1.0.0-dev12/ARM.CMSIS_DFP.1.0.0-dev12+g285da21.pack -nv | |
| su -l arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cpackget add ARM.CMSIS_DFP.1.0.0-dev12+g285da21.pack --agree-embedded-license" | |
| - name: Build Model for Cortex-M55 with AC6 (size) | |
| # Build the ML model for Cortex-M55 using AC6 toolchain and size optimization | |
| run: | | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cbuild /__w/AVH-MLOps/AVH-MLOps/Project/TFLmicrospeech/MLOps.csolution.yml --packs --context ML_Model.size+CM55 --toolchain AC6" | |
| - name: Build Test Project for Cortex-M55 with AC6 (size) | |
| # Build the test project for Cortex-M55 using AC6 toolchain and size optimization | |
| run: | | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cbuild /__w/AVH-MLOps/AVH-MLOps/Project/TFLmicrospeech/MLOps.csolution.yml --packs --context ML_Test.size+CM55 --update-rte --toolchain AC6" | |
| - name: Execute Test Project on Cortex-M55 Arm Virtual Hardware FVP | |
| # Execute the test project on Cortex-M55 Arm Virtual Hardware FVP | |
| run: | | |
| su - arm_mlops_docker -c "LD_LIBRARY_PATH=/home/arm_mlops_docker/avh-fvp-11.21.15/avh-fvp-cortex-m-linux-amd64/bin/ /home/arm_mlops_docker/avh-fvp-11.21.15/avh-fvp-cortex-m-linux-amd64/bin/VHT_Corstone_SSE-300_Ethos-U55 -f /__w/AVH-MLOps/AVH-MLOps/Target/CM55_Ethos/fvp_config.txt /__w/AVH-MLOps/AVH-MLOps/Project/TFLmicrospeech/out/ML_Test/CM55/size/ML_Test.axf --simlimit 22" |