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Optimize Output layer top-k implementation #2780

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Optimize Output layer top-k implementation

Optimize Output layer top-k implementation #2780

Workflow file for this run

.github/workflows/ci.yml at 053e5cd
name: CI
on:
push:
pull_request:
schedule:
- cron: '0 8 * * *'
workflow_dispatch:
jobs:
clang-format:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: DoozyX/[email protected]
with:
source: '.'
build-linux:
strategy:
matrix:
include:
- build_type: DEBUG
- build_type: RELEASE
stats: false
- build_type: RELEASE
stats: true
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: Setup ccache
uses: hendrikmuhs/[email protected]
with:
key: ccache-${{ github.job }}-${{ matrix.build_type }}
max-size: 2G
- name: Build
run: |
cmake -S . -B build \
-DCMAKE_C_COMPILER_LAUNCHER=ccache \
-DCMAKE_CXX_COMPILER_LAUNCHER=ccache \
-DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \
-DOPENCV_PATH=build/3rdparty/opencv_build \
${{ matrix.stats && '-DENABLE_STATISTIC_TENSORS=ON' || '' }} \
${{ matrix.stats && '-DENABLE_STATISTIC_TIME=ON' || '' }} \
${{ matrix.stats && '-DENABLE_STATISTIC_WEIGHTS=ON' || '' }}
cmake --build build --parallel
env:
CTEST_OUTPUT_ON_FAILURE: 1
- name: Prepare OpenCV libs
run: |
mkdir -p build/bin/opencv_libs
cp -a build/3rdparty/opencv_build/lib/libopencv_* build/bin/opencv_libs/
echo "Library permissions after copy:"
stat -c "%A %n" build/bin/opencv_libs/libopencv_imgcodecs.so*
- name: Upload artifacts
uses: actions/upload-artifact@v4
with:
name: mnist-${{ matrix.build_type }}${{ matrix.stats && '-stats' || '' }}
path: |
build/bin/ACC_MNIST*
build/bin/opencv_libs/*
build/setenv.sh
- name: Test
run: cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
- name: Test (valgrind)
run: |
sudo apt-get update
sudo apt-get install -y valgrind
valgrind cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
build-linux-clang:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: Install prerequisites
run: |
sudo apt install clang libomp-dev
- name: Setup ccache
uses: hendrikmuhs/[email protected]
with:
key: ccache-${{ github.job }}
- name: Build
run: |
cmake -S . -B build \
-DCMAKE_C_COMPILER_LAUNCHER=ccache \
-DCMAKE_CXX_COMPILER_LAUNCHER=ccache \
-DCMAKE_C_COMPILER=clang \
-DCMAKE_CXX_COMPILER=clang++
cmake --build build --parallel
- name: Test
run: cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
- name: Test (valgrind)
run: |
sudo apt-get update
sudo apt-get install -y valgrind
valgrind cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
build-macos:
runs-on: macos-15
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: Install prerequisites
run: |
brew install libomp
brew link libomp --overwrite --force
- name: Setup ccache
uses: hendrikmuhs/[email protected]
with:
key: ccache-${{ github.job }}
- name: Build
run: |
cmake -S . -B build \
-DCMAKE_C_COMPILER_LAUNCHER=ccache \
-DCMAKE_CXX_COMPILER_LAUNCHER=ccache \
-DCMAKE_C_FLAGS="-I$(brew --prefix libomp)/include" \
-DCMAKE_CXX_FLAGS="-I$(brew --prefix libomp)/include"
cmake --build build --parallel
- name: Test
run: cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
build-windows:
runs-on: windows-2025
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: Setup ccache
uses: hendrikmuhs/[email protected]
with:
key: ccache-${{ github.job }}
max-size: 2G
variant: sccache
- name: Build
run: |
cmake -S . -B build -DCMAKE_C_COMPILER_LAUNCHER=sccache -DCMAKE_CXX_COMPILER_LAUNCHER=sccache -DCMAKE_BUILD_TYPE=Release
cmake --build build --parallel --config Release
- name: Test
run: |
cd build
ctest --output-on-failure
build-linux-arm64:
runs-on: ubuntu-24.04-arm
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: Install prerequisites
run: sudo apt-get update && sudo apt-get install -y libomp-dev build-essential cmake
- name: Build and Test
run: |
cmake -S . -B build -DCMAKE_BUILD_TYPE=Release
cmake --build build --parallel
cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
codecov:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: Install dependencies
run: sudo apt-get update && sudo apt-get install -y gcovr
- uses: actions/checkout@v4
with:
submodules: true
- name: Setup ccache
uses: hendrikmuhs/[email protected]
with:
key: ccache-${{ github.job }}-${{ matrix.build_type }}
max-size: 2G
- name: Build
run: |
cmake -S . -B build \
-DCMAKE_C_COMPILER_LAUNCHER=ccache \
-DCMAKE_CXX_COMPILER_LAUNCHER=ccache \
-DCMAKE_C_FLAGS="--coverage" \
-DCMAKE_CXX_FLAGS="--coverage" \
-DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \
-DCMAKE_BUILD_TYPE=${{ matrix.build_type }}
cmake --build build --parallel
- name: Test
run: cmake --build build -t test
env:
CTEST_OUTPUT_ON_FAILURE: 1
- name: Generate Coverage Data
run: gcovr -r . --xml -o coverage.xml --gcov-ignore-parse-errors
- name: Upload coverage reports to Codecov
uses: codecov/[email protected]
with:
token: ${{ secrets.CODECOV_TOKEN }}
slug: embedded-dev-research/ITLabAI
evaluate-model:
runs-on: ubuntu-latest
needs: [build-linux]
permissions:
contents: write
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Install system dependencies
run: |
sudo apt-get update
sudo apt-get install -y \
libgtk-3-0 \
libtbb12 \
libjpeg-dev \
libpng-dev \
libtiff-dev
sudo ldconfig
- name: Generate model JSON
run: |
cd docs && mkdir jsons
cd ..
cd app/Converters
pip install -r requirements.txt
python parser.py
cd ../..
- name: Cache MNIST test dataset
id: cache-mnist
uses: actions/cache@v4
with:
path: docs/mnist/mnist/test
key: mnist-dataset-e2d09c892023700f68bfa9f30ac91a4dffaa23b151deeaca627101b3d73ef83d
- name: Download MNIST test dataset
if: steps.cache-mnist.outputs.cache-hit != 'true'
run: |
set -e
mkdir -p docs/mnist/mnist/test
echo "Downloading test images..."
wget -q https://github.com/DeepTrackAI/MNIST_dataset/archive/main.zip -O main.zip
unzip -q main.zip
cp MNIST_dataset-main/mnist/test/*.png docs/mnist/mnist/test/
rm -rf main.zip MNIST_dataset-main
echo "Downloaded $(ls docs/mnist/mnist/test | wc -l) images"
- name: Download binary and libs
uses: actions/download-artifact@v4
with:
name: mnist-RELEASE
path: build/
- name: Prepare environment
run: |
chmod +x build/bin/ACC_MNIST*
export LD_LIBRARY_PATH=$PWD/build/bin/opencv_libs:/usr/lib/x86_64-linux-gnu
echo "Final LD_LIBRARY_PATH: $LD_LIBRARY_PATH"
- name: Verify library integrity
run: |
echo "### Library verification ###"
file build/bin/opencv_libs/libopencv_imgcodecs.so.4.12.0 | grep "shared object"
- name: Run evaluation
run: |
echo "### Pre-run checks ###"
export LD_LIBRARY_PATH=$PWD/build/bin/opencv_libs:/usr/lib/x86_64-linux-gnu
echo "LD_LIBRARY_PATH: $LD_LIBRARY_PATH"
LD_DEBUG=files ./build/bin/ACC_MNIST* 2> ld_debug.log
echo "### Library loading debug ###"
grep -i "opencv_imgcodecs" ld_debug.log
./build/bin/ACC_MNIST* > accuracy.txt
echo "Accuracy: $(cat accuracy.txt)"
- name: Update README (master only)
if: github.ref == 'refs/heads/master'
run: |
ACCURACY=$(cat accuracy.txt | sed 's/%//g')
DATE=$(date '+%Y-%m-%d')
echo "Updating README with:"
echo "Accuracy: $ACCURACY"
echo "Date: $DATE"
echo "Current README content:"
grep -A 2 -B 2 "ACCURACY_PLACEHOLDER" README.md || echo "Placeholder not found"
sed -i "s/<!--ACCURACY_PLACEHOLDER-->.*<!--END_ACCURACY-->/<!--ACCURACY_PLACEHOLDER-->Accuracy: ${ACCURACY}% (updated: ${DATE})<!--END_ACCURACY-->/" README.md
echo "Updated README content:"
grep -A 2 -B 2 "ACCURACY_PLACEHOLDER" README.md
- name: Commit and push changes (master only)
if: github.ref == 'refs/heads/master'
run: |
git config --global user.name "GitHub Actions"
git config --global user.email "[email protected]"
git add README.md
if git diff-index --quiet HEAD --; then
echo "No changes to commit"
else
git commit -m "[CI] Update accuracy: $(cat accuracy.txt)%"
git push origin master
echo "Changes pushed to master branch"
fi