ML Project MLEK Keyword Spotting - Build and Run on Arm Virtual Hardware FVP #240
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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 MLEK Keyword Spotting - 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: ${{ secrets.GITHUB_TOKEN }} | |
| steps: | |
| - name: Checkout repository | |
| # Check out the repository containing the ML project | |
| uses: actions/checkout@v2 | |
| - name: Set permissions for working directory __w | |
| # Set permissions for the working directory to avoid permission errors | |
| run: chmod 777 -R /__w | |
| - name: Install custom CMSIS packs | |
| # Install custom CMSIS packs required for the ML project | |
| run: | | |
| wget -P /home/arm_mlops_docker https://github.com/ARM-software/CMSIS_6/releases/download/dev%2Fv6.0.0-dev35/ARM.CMSIS.6.0.0-dev35+geb1d42a.pack -nv | |
| su -l arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cpackget add ARM.CMSIS.6.0.0-dev35+geb1d42a.pack --agree-embedded-license" | |
| wget -P /home/arm_mlops_docker https://github.com/ARM-software/Cortex_DFP/releases/download/dev%2Fv1.0.0-dev15/ARM.Cortex_DFP.1.0.0-dev15+gf6802e4.pack -nv | |
| su -l arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cpackget add ARM.Cortex_DFP.1.0.0-dev15+gf6802e4.pack --agree-embedded-license" | |
| - name: Build Model and Test for Cortex-M4 with AC6 (size) / Corstone-300 for Community Edition | |
| run: | | |
| if [ -z "${{ secrets.ARM_UBL_LICENSE_IDENTIFIER }}" ]; then | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cbuild /__w/AVH-MLOps/AVH-MLOps/mlek-kws/MLOps.csolution.yml --packs --context +CM55_Ethos --toolchain AC6" | |
| else | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/cbuild /__w/AVH-MLOps/AVH-MLOps/mlek-kws/MLOps.csolution.yml --packs --context +CM4 --toolchain AC6" | |
| fi | |
| - name: Execute Test Project on Arm Virtual Hardware FVP | |
| run: | | |
| if [ -z "${{ secrets.ARM_UBL_LICENSE_IDENTIFIER }}" ]; then | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/avh-fvp-11.22.39/avh-linux-x86/bin/FVP_Corstone_SSE-300_Ethos-U55 -f /__w/AVH-MLOps/AVH-MLOps/mlek-kws/Target/CM55_Ethos/fvp_config.txt /__w/AVH-MLOps/AVH-MLOps/mlek-kws/out/ML_Test/CM55_Ethos/size/ML_Test.axf -C ethosu.num_macs=256 -Q 1 --simlimit 12" | |
| else | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/avh-fvp-11.22.39/avh-linux-x86/bin/FVP_MPS2_Cortex-M4 -f /__w/AVH-MLOps/AVH-MLOps/TFLmicrospeech/Target/CM4/fvp_config.txt /__w/AVH-MLOps/AVH-MLOps/mlek-kws/out/ML_Test/CM4/size/ML_Test.axf -Q 1 --simlimit 12" | |
| fi | |
| - name: Get timings from Event Recorder Log | |
| run: | | |
| su - arm_mlops_docker -c "/home/arm_mlops_docker/cmsis-toolbox-linux-amd64/bin/eventlist -s ./EventRecorder.log" |