ML Project TFLite microspeech - Build and Run on Arm Virtual Hardware FVP #130
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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 TFLite microspeech - 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 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/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/TFLmicrospeech/MLOps.csolution.yml --packs --context ML_Test.size+CM55 --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 "/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/TFLmicrospeech/Target/CM55_Ethos/fvp_config.txt /__w/AVH-MLOps/AVH-MLOps/TFLmicrospeech/out/ML_Test/CM55/size/ML_Test.axf --simlimit 12" |