.gitignore

+# common
+.cache
+
 # C++ Build
 build*/
 install*/
+include/aidge/backend/cpu_version.h
 
 # VSCode
 .vscode
@@ -11,6 +15,8 @@ __pycache__
 *.pyc
 *.egg-info
 dist*/
+wheelhouse/
+aidge_backend_cpu/_version.py
 
 # Mermaid
 *.mmd
@@ -19,4 +25,4 @@ dist*/
 xml*/
 
 # ONNX
-*.onnx
\ No newline at end of file
+*.onnx

.gitlab-ci.yml

@@ -4,18 +4,22 @@
 ###############################################################################
 
 stages:
-  # Analyse code
   - static_analysis
-  # Build Aidge
   - build
-  # Unit test stage
   - test
-  # Code coverage
   - coverage
+  - release
+  - deploy
 
 include:
-  - local: '/.gitlab/ci/_global.gitlab-ci.yml'
-  - local: '/.gitlab/ci/static_analysis.gitlab-ci.yml'
-  - local: '/.gitlab/ci/build.gitlab-ci.yml'
-  - local: '/.gitlab/ci/test.gitlab-ci.yml'
-  - local: '/.gitlab/ci/coverage.gitlab-ci.yml'
+  - project: 'eclipse/aidge/gitlab_shared_files'
+    ref: 'main'
+    file: # choose which jobs to run by including the corresponding files.
+      - '.gitlab/ci/ubuntu_cpp.gitlab-ci.yml'
+
+      - '.gitlab/ci/ubuntu_python.gitlab-ci.yml'
+      - '.gitlab/ci/release/cibuildwheel_ubuntu.gitlab-ci.yml'
+
+      - '.gitlab/ci/windows_cpp.gitlab-ci.yml'
+      - '.gitlab/ci/windows_python.gitlab-ci.yml'
+      - '.gitlab/ci/release/cibuildwheel_windows.gitlab-ci.yml'

.gitlab/ci/_global.gitlab-ci.yml

-################################################################################
-# Centralized definitions of common job parameter values.                      #
-# Parameters with many optional configurations may be in separate files.       #
-#                                                                              #
-################################################################################
-variables:
-  GIT_SUBMODULE_STRATEGY: recursive
-  OMP_NUM_THREADS: 4
-  GIT_SSL_NO_VERIFY: 1
-  DEBIAN_FRONTEND: noninteractive
-
-default:
-  image: nvidia/cuda:12.2.0-devel-ubuntu22.04
-  before_script:
-    - apt update
-    - apt install -y cmake cppcheck python-is-python3 pip git gcovr unzip curl

.gitlab/ci/build.gitlab-ci.yml

-build:ubuntu_cpp:
-  stage: build
-  needs: []
-  tags:
-    - docker
-  script:
-    # Download dependencies
-    # aidge_core
-    - 'curl --location --output build_artifacts.zip "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:ubuntu_cpp"'
-    - unzip -o build_artifacts.zip -d .
-    - rm -rf build_cpp
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - mkdir -p build_cpp
-    - cd build_cpp
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - build_cpp/
-      - install_cpp/
-
-build:ubuntu_cpp_g++10:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - 'curl --location --output build_artifacts.zip "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:ubuntu_cpp"'
-    - unzip -o build_artifacts.zip -d .
-    - rm -rf build_cpp
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y g++-10
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/g++-10
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_cpp_g++12:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - 'curl --location --output build_artifacts.zip "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:ubuntu_cpp"'
-    - unzip -o build_artifacts.zip -d .
-    - rm -rf build_cpp
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y g++-12
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/g++-12
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_cpp_clang12:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - 'curl --location --output build_artifacts.zip "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:ubuntu_cpp"'
-    - unzip -o build_artifacts.zip -d .
-    - rm -rf build_cpp
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y clang-12
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/clang++-12
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_cpp_clang15:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - 'curl --location --output build_artifacts.zip "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:ubuntu_cpp"'
-    - unzip -o build_artifacts.zip -d .
-    - rm -rf build_cpp
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y clang-15
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/clang++-15
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_python:
-  stage: build
-  needs: []
-  tags:
-    - docker
-  script:
-    # Download dependencies
-    # aidge_core (Python)
-    - 'curl --location --output build_artifacts.zip "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:ubuntu_python"'
-    - unzip -o build_artifacts.zip -d .
-
-    - python3 -m pip install virtualenv
-    - virtualenv venv
-    - source venv/bin/activate
-    - python3 -m pip install -r requirements.txt
-    - python3 -m pip install .
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - venv/
-
-build:windows_cpp:
-  stage: build
-  needs: []
-  tags:
-    - windows
-
-  image: buildtools
-  before_script:
-    # Install Chocolatey
-    - Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
-    # Install dependencies
-    - choco install cmake.install --installargs '"ADD_CMAKE_TO_PATH=System"' -Y
-    - choco install git -Y
-    - choco install python -Y
-    # Update PATH
-    - $env:Path = [System.Environment]::GetEnvironmentVariable("Path","Machine") + ";" + [System.Environment]::GetEnvironmentVariable("Path","User")
-  script:
-    # Download dependencies
-    # aidge_core
-    - 'curl "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:windows_cpp" -o build_artifacts.zip'
-    - Expand-Archive -Path .\build_artifacts.zip -DestinationPath . -Force
-    - Remove-Item .\build_cpp\ -Recurse
-
-    - $env:CMAKE_PREFIX_PATH = '../install_cpp'
-    - mkdir -p build_cpp
-    - cd build_cpp
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug ..
-    - cmake --build . -j2
-    - cmake --install . --config Debug
-
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - build_cpp/
-      - install_cpp/
-
-build:windows_python:
-  stage: build
-  needs: []
-  tags:
-    - windows
-
-  image: buildtools
-  before_script:
-    # Install Chocolatey
-    - Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
-    # Install dependencies
-    - choco install cmake.install --installargs '"ADD_CMAKE_TO_PATH=System"' -Y
-    - choco install git -Y
-    - choco install python -Y
-    # Update PATH
-    - $env:Path = [System.Environment]::GetEnvironmentVariable("Path","Machine") + ";" + [System.Environment]::GetEnvironmentVariable("Path","User")
-  script:
-    # Download dependencies
-    # aidge_core (Python)
-    - 'curl "https://gitlab.eclipse.org/api/v4/projects/5139/jobs/artifacts/main/download?job=build:windows_python" -o build_artifacts.zip'
-    - Expand-Archive -Path .\build_artifacts.zip -DestinationPath . -Force
-
-    - python -m pip install virtualenv
-    - virtualenv venv
-    - venv\Scripts\Activate.ps1
-    - python -m pip install -r requirements.txt
-    - python -m pip install .
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - venv/

.gitlab/ci/cibuildwheel_build_deps_before_build_wheel.ps1

+$ErrorActionPreference = "Stop"
+
+# Retrieve and clean the dependencies string from the environment variable
+$AIDGE_DEPENDENCIES = $env:AIDGE_DEPENDENCIES -split ' '
+Write-Host "Aidge dependencies : $AIDGE_DEPENDENCIES"
+if ( $($AIDGE_DEPENDENCIES.Length) -eq 0) {
+        Write-Host "- No dependencies provided for current repsitory"
+        New-Item -ItemType Directory -Force -Path ".\build" | Out-Null
+        Remove-Item -Path ".\build\*" -Recurse -Force
+    } else {
+        Write-Host "Retrieving given dependencies to build current package : $AIDGE_DEPENDENCIES"
+    foreach ($dep in $($AIDGE_DEPENDENCIES -split " ")) {
+        Write-Host "Retrieving : $dep"
+        $curr_loc=$(Get-Location)
+        Set-Location $dep
+        Get-Location 
+        Get-ChildItem .
+        New-Item -Path ".\build" -ItemType Directory -Force | Out-Null
+        Get-ChildItem -Path ".\build" -File | Remove-Item -Force
+        python -m pip install . -v
+        Set-Location $curr_loc
+    }
+}

.gitlab/ci/cibuildwheel_build_deps_before_build_wheel.sh

+#!/bin/bash
+set -e
+if [[ "$1" == "" ]]; then 
+  echo "build aidge deps in cibuildwheel container before building wheel."
+  echo "search path defines where the dependencies will be searched."
+  echo "Hint : In wheel containers, files are mounted on /host by default."
+  echo "\nusage : ./cibuildwheel_build_deps_before_build_wheel.sh $search_path"
+fi
+set -x
+if [[ $AIDGE_DEPENDENCIES ==  "" ]]; then # case for aidge_ core
+  mkdir -p build # creating build if its not already there to hold the build of cpp files
+  rm -rf build/* # build from scratch
+else 
+  for repo in $AIDGE_DEPENDENCIES ; do # case for other projects
+    search_path=$1
+    REPO_PATH=$(find $search_path ! -writable -prune -o  -type d     \
+                                    -name "$repo"                    \
+                                    -not -path "*/install/*"         \
+                                    -not -path "*/.git/*"            \
+                                    -not -path "*/miniconda/*"       \
+                                    -not -path "*/conda/*"           \
+                                    -not -path "*/.local/*"          \
+                                    -not -path "*/lib/*"             \
+                                    -not -path "*/$repo/$repo/*"     \
+                                    -not -path "*/proc/*"            \
+                                    -print -quit)
+    if [[ -z "$REPO_PATH" ]]; then 
+      echo "ERROR : dependency $repo not found in search_path \"$search_path\". ABORTING."
+      exit -1
+    fi
+
+    cd $REPO_PATH
+    mkdir -p build # creating build if its not already there to hold the build of cpp files
+    rm -rf build/* # build from scratch
+    pip install . -v
+    cd -
+  done
+fi
+set +x
+set +e

.gitlab/ci/coverage.gitlab-ci.yml

-coverage:ubuntu_cpp:
-  stage: coverage
-  needs: ["build:ubuntu_cpp"]
-  tags:
-    - docker
-  script:
-    - cd build_cpp
-    - ctest --output-on-failure
-    # HTML report for visualization
-    - gcovr --html-details --exclude-unreachable-branches -o coverage.html --root ${CI_PROJECT_DIR} --filter '\.\./include/' --filter '\.\./src/'
-    # Coberta XML report for Gitlab integration
-    - gcovr --xml-pretty --exclude-unreachable-branches --print-summary -o coverage.xml --root ${CI_PROJECT_DIR} --filter '\.\./include/' --filter '\.\./src/'
-  coverage: /^\s*lines:\s*\d+.\d+\%/
-  artifacts:
-    name: ${CI_JOB_NAME}-${CI_COMMIT_REF_NAME}-${CI_COMMIT_SHA}
-    expire_in: 2 days
-    reports:
-      coverage_report:
-        coverage_format: cobertura
-        path: build_cpp/coverage.xml
-
-coverage:ubuntu_python:
-  stage: coverage
-  needs: ["build:ubuntu_python"]
-  tags:
-    - docker
-  script:
-    - source venv/bin/activate
-    - python3 -m pip install numpy coverage
-    - cd ${CI_PROJECT_NAME}
-    # Retrieve the installation path of the module, since it is installed with pip.
-    - export MODULE_LOCATION=`python -c "import ${CI_PROJECT_NAME} as _; print(_.__path__[0])"`
-    - python3 -m coverage run --source=$MODULE_LOCATION -m unittest discover -s unit_tests/ -v -b
-    - python3 -m coverage report
-    - python3 -m coverage xml
-  coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
-  artifacts:
-    reports:
-      coverage_report:
-        coverage_format: cobertura
-        path: ${CI_PROJECT_NAME}/coverage.xml

.gitlab/ci/static_analysis.gitlab-ci.yml

-static_analysis:cpp:
-  stage: static_analysis
-  tags:
-    - static_analysis
-  allow_failure: true
-  script:
-    - mkdir -p $CI_COMMIT_REF_NAME
-    - cppcheck -j 4 --enable=all --inconclusive --force --xml --xml-version=2 . 2> cppcheck-result.xml
-    - python -m pip install Pygments
-    - cppcheck-htmlreport --file=cppcheck-result.xml --report-dir=$CI_COMMIT_REF_NAME --source-dir=src
-    - python3 -m pip install -U cppcheck_codequality
-    - cppcheck-codequality --input-file=cppcheck-result.xml --output-file=cppcheck.json
-    - mkdir -p public/cpp
-    - mv $CI_COMMIT_REF_NAME public/cpp/
-  artifacts:
-    paths: 
-      - public
-    reports:
-      codequality: cppcheck.json
-
-static_analysis:python:
-  stage: static_analysis
-  tags:
-    - static_analysis
-  allow_failure: true
-  script:
-    - pip install pylint
-    - pip install pylint-gitlab
-    - pylint --rcfile=.pylintrc --exit-zero --output-format=pylint_gitlab.GitlabCodeClimateReporter ${CI_PROJECT_NAME}/ > codeclimate.json
-    - pylint --rcfile=.pylintrc --exit-zero --output-format=pylint_gitlab.GitlabPagesHtmlReporter ${CI_PROJECT_NAME}/ > pylint.html
-    - mkdir -p public/python/$CI_COMMIT_REF_NAME
-    - mv pylint.html public/python/$CI_COMMIT_REF_NAME/
-  artifacts:
-    paths:
-      - public
-    reports:
-      codequality: codeclimate.json
\ No newline at end of file

.gitlab/ci/test.gitlab-ci.yml

-test:ubuntu_cpp:
-  stage: test
-  needs: ["build:ubuntu_cpp"]
-  tags:
-    - docker
-  script:
-    - cd build_cpp
-    - ctest --output-junit ctest-results.xml --output-on-failure
-  artifacts:
-    reports:
-      junit: build_cpp/ctest-results.xml
-
-test:ubuntu_python:
-  stage: test
-  needs: ["build:ubuntu_python"]
-  tags:
-    - docker
-  script:
-    - source venv/bin/activate
-    - cd ${CI_PROJECT_NAME}
-    - python3 -m pip install numpy unittest-xml-reporting
-    - python3 -m pip list
-    # Run on discovery all tests located in core/unit_tests/python and discard the stdout 
-    # only to show the errors/warnings and the results of the tests
-    - python3 -m xmlrunner discover -s unit_tests/ -v -b --output-file xmlrunner-results.xml
-  artifacts:
-    reports:
-      junit: ${CI_PROJECT_NAME}/xmlrunner-results.xml
-
-test:windows_cpp:
-  stage: test
-  needs: ["build:windows_cpp"]
-  tags:
-    - windows
-  image: buildtools
-  before_script:
-    # Install Chocolatey
-    - Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
-    # Install dependencies
-    - choco install cmake.install --installargs '"ADD_CMAKE_TO_PATH=System"' -Y
-    - choco install python -Y
-    # Update PATH
-    - $env:Path = [System.Environment]::GetEnvironmentVariable("Path","Machine") + ";" + [System.Environment]::GetEnvironmentVariable("Path","User")
-  script:
-    - cd build_cpp
-    - ctest --output-junit ctest-results.xml --output-on-failure
-  artifacts:
-    reports:
-      junit: build_cpp/ctest-results.xml

CHANGELOG

+# Verson 0.5.0 (January 31, 2025)
+
+# Verson 0.4.0 (December 6, 2024)
+
+# Version 0.2.2 (May 14, 2024)
+
+* Remove implmentation for Operators soly handling memory and format
+ - Concat
+ - Gather
+ - Memorize
+ - Pop
+ - Reshape
+ - Slice
+ - Transpose
+* Fix ReLU backward kernel
+* Add `showCpuVersion()` function to show which compiler was used
+
+# Version 0.2.1 (April 11, 2024)
+
+Fix: explicit linkage with fmt
+
+# Version 0.2.0 (April 10, 2024)
+
+# Version 0.1.0 (January 23, 2024)
+
+Initial release

CMakeLists.txt

-cmake_minimum_required(VERSION 3.15)
-
-
-file(READ "${CMAKE_SOURCE_DIR}/version.txt" version)
-file(READ "${CMAKE_SOURCE_DIR}/project_name.txt" project)
+cmake_minimum_required(VERSION 3.18)
+
+set(CMAKE_CXX_STANDARD 14)
+set(CMAKE_CXX_STANDARD_REQUIRED ON)
+set(CMAKE_CXX_EXTENSIONS  OFF)
+
+file(STRINGS "${CMAKE_SOURCE_DIR}/version.txt" version)
+
+# Parse version.txt to retrieve Major, Minor and Path
+string(REGEX MATCH "([0-9]+\\.[0-9]+\\.[0-9]+)" _ MATCHES ${version})
+set(PROJECT_VERSION_MAJOR ${CMAKE_MATCH_1})
+set(PROJECT_VERSION_MINOR ${CMAKE_MATCH_2})
+set(PROJECT_VERSION_PATCH ${CMAKE_MATCH_3})
+
+project(aidge_backend_cpu
+        VERSION ${version}
+        DESCRIPTION "CPU implementations of the operators of aidge framework."
+        LANGUAGES CXX)
+
+# Retrieve latest git commit
+execute_process(
+    COMMAND git rev-parse --short HEAD
+    WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}
+    OUTPUT_VARIABLE GIT_COMMIT_HASH
+    OUTPUT_STRIP_TRAILING_WHITESPACE
+    ERROR_QUIET
+)
 
-message(STATUS "Project name: ${project}")
+message(STATUS "Project name: ${CMAKE_PROJECT_NAME}")
 message(STATUS "Project version: ${version}")
+message(STATUS "Latest git commit: ${GIT_COMMIT_HASH}")
 
-# Note : project name is {project} and python module name is also {project} 
-set(module_name _${project}) # target name
+# helper for LSP users
+set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
 
-project(${project})
+# Note : project name is ${CMAKE_PROJECT_NAME} and python module name is also ${CMAKE_PROJECT_NAME}
+set(module_name _${CMAKE_PROJECT_NAME}) # target name
+set(pybind_module_name ${CMAKE_PROJECT_NAME}) # name of submodule for python bindings
 
 ##############################################
 # Define options
-option(PYBIND "python binding" ON)
+option(PYBIND "python binding" OFF)
 option(WERROR "Warning as error" OFF)
 option(TEST "Enable tests" ON)
 option(COVERAGE "Enable coverage" OFF)
+option(ENABLE_ASAN "Enable ASan (AddressSanitizer) for runtime analysis of memory use (over/underflow, memory leak, ...)" OFF)
 
 ##############################################
 # Import utils CMakeLists
 set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_SOURCE_DIR}/cmake")
-include(PybindModuleCreation)
 
 if(CMAKE_COMPILER_IS_GNUCXX AND COVERAGE)
     Include(CodeCoverage)
 endif()
 
 ##############################################
-# Find system dependencies
+# FIND Dependencies
+if(NOT $ENV{AIDGE_INSTALL} STREQUAL "")
+    set(CMAKE_INSTALL_PREFIX $ENV{AIDGE_INSTALL})
+    list(APPEND CMAKE_PREFIX_PATH $ENV{AIDGE_INSTALL})
+    message(WARNING "Env var AIDGE_INSTALL detected : $ENV{AIDGE_INSTALL}. Set CMAKE_INSTALL_PREFIX to AIDGE_INSTALL & added to CMAKE_PREFIX_PATH"
+                    "\n\tCMAKE_INSTALL_PREFIX = ${CMAKE_INSTALL_PREFIX}"
+                    "\n\tCMAKE_PREFIX_PATH = ${CMAKE_PREFIX_PATH}")
+endif()
 find_package(aidge_core REQUIRED)
 
 ##############################################
 # Create target and set properties
-
 file(GLOB_RECURSE src_files "src/*.cpp")
 file(GLOB_RECURSE inc_files "include/*.hpp")
 
 add_library(${module_name} ${src_files} ${inc_files})
+
 target_link_libraries(${module_name}
+    PRIVATE
+        fmt::fmt
     PUBLIC
-        _aidge_core # _ is added because we link the target not the project
+        _aidge_core # _ is added because we link the exported target and not the project
 )
+
 #Set target properties
 set_property(TARGET ${module_name} PROPERTY POSITION_INDEPENDENT_CODE ON)
 
+# PYTHON BINDING
+if (PYBIND)
+    # Python binding lib is by default installed in <prefix>/python_packages/<package>/
+    # When installed from python, setup.py should set it to the python package dir
+    set(PYBIND_INSTALL_PREFIX python_packages/${pybind_module_name} CACHE PATH "Python package install prefix")
+
+    include(PybindModuleCreation)
+    generate_python_binding(${pybind_module_name} ${module_name})
+endif()
+
+if( ${ENABLE_ASAN} )
+    message("Building ${module_name} with ASAN.")
+    set(SANITIZE_FLAGS -fsanitize=address -fno-omit-frame-pointer)
+    target_link_libraries(${module_name}
+        PUBLIC
+            -fsanitize=address
+    )
+    target_compile_options(${module_name}
+        PRIVATE
+            ${SANITIZE_FLAGS}
+    )
+endif()
+
 target_include_directories(${module_name}
     PUBLIC
         $<INSTALL_INTERFACE:include>
@@ -54,19 +112,6 @@ target_include_directories(${module_name}
         ${CMAKE_CURRENT_SOURCE_DIR}/src
 )
 
-# PYTHON BINDING
-if (PYBIND)
-    generate_python_binding(${project} ${module_name})
-
-    # Handles Python + pybind11 headers dependencies
-    target_link_libraries(${module_name}
-        PUBLIC 
-            pybind11::pybind11
-        PRIVATE
-            Python::Python
-        )
-endif()
-
 target_compile_features(${module_name} PRIVATE cxx_std_14)
 
 target_compile_options(${module_name} PRIVATE
@@ -80,57 +125,72 @@ if(CMAKE_COMPILER_IS_GNUCXX AND COVERAGE)
     append_coverage_compiler_flags()
 endif()
 
+message(STATUS "Creating ${CMAKE_CURRENT_SOURCE_DIR}/include/aidge/backend/cpu_version.h")
+# Generate version.h file from config file version.h.in
+configure_file(
+    "${CMAKE_CURRENT_SOURCE_DIR}/include/aidge/backend/version.h.in"
+    "${CMAKE_CURRENT_SOURCE_DIR}/include/aidge/backend/cpu_version.h"
+)
+
 ##############################################
 # Installation instructions
-
 include(GNUInstallDirs)
-set(INSTALL_CONFIGDIR ${CMAKE_INSTALL_LIBDIR}/cmake/${project})
+set(INSTALL_CONFIGDIR ${CMAKE_INSTALL_LIBDIR}/cmake/${CMAKE_PROJECT_NAME})
 
-install(TARGETS ${module_name} EXPORT ${project}-targets
+install(TARGETS ${module_name} EXPORT ${CMAKE_PROJECT_NAME}-targets
   LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
   ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
   RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
 )
-
 install(DIRECTORY include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
 
-#Export the targets to a script
+if (PYBIND)
+    install(TARGETS ${pybind_module_name}
+        DESTINATION ${PYBIND_INSTALL_PREFIX}
+    )
+endif()
 
-install(EXPORT ${project}-targets
- FILE "${project}-targets.cmake"
+#Export the targets to a script
+install(EXPORT ${CMAKE_PROJECT_NAME}-targets
+ FILE "${CMAKE_PROJECT_NAME}-targets.cmake"
  DESTINATION ${INSTALL_CONFIGDIR}
- COMPONENT ${module_name} 
-)  
+ COMPONENT ${module_name}
+)
 
 #Create a ConfigVersion.cmake file
 include(CMakePackageConfigHelpers)
 write_basic_package_version_file(
-    "${CMAKE_CURRENT_BINARY_DIR}/${project}-config-version.cmake"
+    "${CMAKE_CURRENT_BINARY_DIR}/${CMAKE_PROJECT_NAME}-config-version.cmake"
     VERSION ${version}
     COMPATIBILITY AnyNewerVersion
 )
 
-configure_package_config_file("${project}-config.cmake.in"
-    "${CMAKE_CURRENT_BINARY_DIR}/${project}-config.cmake"
+configure_package_config_file("${CMAKE_PROJECT_NAME}-config.cmake.in"
+    "${CMAKE_CURRENT_BINARY_DIR}/${CMAKE_PROJECT_NAME}-config.cmake"
     INSTALL_DESTINATION ${INSTALL_CONFIGDIR}
 )
 
 #Install the config, configversion and custom find modules
 install(FILES
-    "${CMAKE_CURRENT_BINARY_DIR}/${project}-config.cmake"
-    "${CMAKE_CURRENT_BINARY_DIR}/${project}-config-version.cmake"
+    "${CMAKE_CURRENT_BINARY_DIR}/${CMAKE_PROJECT_NAME}-config.cmake"
+    "${CMAKE_CURRENT_BINARY_DIR}/${CMAKE_PROJECT_NAME}-config-version.cmake"
     DESTINATION ${INSTALL_CONFIGDIR}
 )
 
 ##############################################
 ## Exporting from the build tree
-export(EXPORT ${project}-targets
-    FILE "${CMAKE_CURRENT_BINARY_DIR}/${project}-targets.cmake")
+message(STATUS "Exporting created targets to use them in another build")
+export(EXPORT ${CMAKE_PROJECT_NAME}-targets
+    FILE "${CMAKE_CURRENT_BINARY_DIR}/${CMAKE_PROJECT_NAME}-targets.cmake")
 
 
 ##############################################
 ## Add test
 if(TEST)
-    enable_testing()
-    add_subdirectory(unit_tests)
+    if (AIDGE_REQUIRES_PYTHON AND NOT AIDGE_PYTHON_HAS_EMBED)
+        message(WARNING "Skipping compilation of tests: missing Python embedded interpreter")
+    else()
+        enable_testing()
+        add_subdirectory(unit_tests)
+    endif()
 endif()

MANIFEST.in

+include README.md LICENSE
+recursive-include aidge_backend_cpu *.py 
+recursive-exclude aidge_backend_cpu/unit_tests *.py
+
+recursive-include include *.hpp
+recursive-include src *.cpp
+recursive-include python_binding *.cpp
+include CMakeLists.txt

README.md

-![Pipeline status](https://gitlab.eclipse.org/eclipse/aidge/aidge_backend_cpu/badges/master/pipeline.svg?ignore_skipped=true) ![C++ coverage](https://gitlab.eclipse.org/eclipse/aidge/aidge_backend_cpu/badges/master/coverage.svg?job=coverage:ubuntu_cpp&key_text=C%2B%2B+coverage&key_width=90) ![Python coverage](https://gitlab.eclipse.org/eclipse/aidge/aidge_backend_cpu/badges/master/coverage.svg?job=coverage:ubuntu_python&key_text=Python+coverage&key_width=100)
+![Pipeline status](https://gitlab.eclipse.org/eclipse/aidge/aidge_backend_cpu/badges/main/pipeline.svg?ignore_skipped=true) ![C++ coverage](https://gitlab.eclipse.org/eclipse/aidge/aidge_backend_cpu/badges/main/coverage.svg?job=coverage:ubuntu_cpp&key_text=C%2B%2B+coverage&key_width=90) ![Python coverage](https://gitlab.eclipse.org/eclipse/aidge/aidge_backend_cpu/badges/main/coverage.svg?job=coverage:ubuntu_python&key_text=Python+coverage&key_width=100)
 
 # Aidge CPU library
 
 You can find in this folder the library that implements the CPU operators. <br>
 Those operators can be used on any machine with an Linux OS.
 
-So far be sure to have the correct requirements to use this library
-- GCC
-- Make
-- CMake
-- aidge_core
-- Python (optional, if you have no intend to use this library in python with pybind)
+[TOC]
 
-## Pip installation
+## Installation
 
-You will need to install first the ``aidge_core`` library before installing ``aidge_backend_cpu``.
+### Dependencies
+- `GCC`
+- `Make`/`Ninja`
+- `CMake`
+- `Python` (optional, if you have no intend to use this library in python with pybind)
 
-If you have set a custom install path for the ``aidge_core`` library, make sure to use the same one here.
+#### Aidge dependencies
+ - `aidge_core`
 
-Then run in your python environnement :
+### Pip installation
 ``` bash
 pip install . -v
 ```
+> **TIPS :** Use environment variables to change compilation options :
+> - `AIDGE_INSTALL` : to set the installation folder. Defaults to `<python_prefix>/lib/libAidge`. :warning: This path must be identical to aidge_core install path.
+> - `AIDGE_PYTHON_BUILD_TYPE` : to set the compilation mode to **Debug** or **Release** or "" (for default flags). Defaults to **Release**.
+> - `AIDGE_BUILD_GEN` : to set the build backend (for development mode) or "" for the cmake default. Default to "".
 
-## Standard C++ Compilation
+## Pip installation for development
 
-You will need to compile first the Core library before compiling the CPU one.
-The makefile is designed to do it for you.
+To setup using pip in development (or editable mode), use the `--no-build-isolation -e` options to pip.
 
-To only compile the CPU library, run
-```
-make cpu_only
+For instance run the following command in your python environnement for a typical setup :
+``` bash
+export AIDGE_PYTHON_BUILD_TYPE=         # default flags (no debug info but fastest build time)
+export AIDGE_PYTHON_BUILD_TYPE=Debug    # or if one really need to debug the C++ code
+pip install -U pip setuptools setuptools_scm[toml] cmake   # Pre-install build requirements (refer to the pyproject.toml [build-system] section)
+pip install -v --no-build-isolation -e .
 ```
 
-To compile the CPU library + the associated unitary tests, run
-```
-make cpu_tests
-```
+Refer to `aidge_core/README.md` for more details on development build options.
 
-To compile the CPU library with the python binding, run
-```
-make cpu_with_pybind
-```
-Important: this command can also be run with `make`.
+### Standard C++ Compilation
 
+You will need to compile and install the [Core Library](https://gitlab.eclipse.org/eclipse/aidge/aidge_core) before compiling the CPU one.
 
-To compile the CPU library with the python binding + the associated unitary tests, run
-```
-make cpu_with_pybind_tests
+Once this has been done, you'll need run CMake with the
+`CMAKE_INSTALL_PREFIX:PATH` flag, in order to indicate to CMake where
+`aidge_core` has been installed : 
+```sh
+cmake -DCMAKE_INSTALL_PREFIX:PATH=$(path_to_install_folder) $(CMAKE PARAMETERS) $(projet_root)
+
+make all
 ```
+
+More detailed information is available in the [Aidge User Guide](https://eclipse.dev/aidge/source/GetStarted/install.html)

aidge_backend_cpu-config.cmake.in

+@PACKAGE_INIT@
+
+include(CMakeFindDependencyMacro)
+find_dependency(aidge_core)
+
+include(CMakeFindDependencyMacro)
+
 include(${CMAKE_CURRENT_LIST_DIR}/aidge_backend_cpu-config-version.cmake)
 
 include(${CMAKE_CURRENT_LIST_DIR}/aidge_backend_cpu-targets.cmake)

aidge_backend_cpu/__init__.py

-from aidge_backend_cpu.aidge_backend_cpu import * # import so generated by PyBind
\ No newline at end of file
+import aidge_core
+from aidge_backend_cpu.aidge_backend_cpu import * # import so generated by PyBind

aidge_backend_cpu/unit_tests/test_recipies.py → aidge_backend_cpu/unit_tests/test_recipes.py

@@ -15,7 +15,7 @@ import aidge_backend_cpu
 from functools import reduce
 import numpy as np
 
-class test_recipies(unittest.TestCase):
+class test_recipes(unittest.TestCase):
     def setUp(self):
         pass
 
@@ -31,42 +31,39 @@ class test_recipies(unittest.TestCase):
 
         input_node = aidge_core.Producer(input_tensor, "X")
         conv = aidge_core.Conv2D(1, 1, [3, 3], name="Conv0")
-        bn = aidge_core.BatchNorm2D(name="Add0")
+        bn = aidge_core.BatchNorm2D(1, name="Add0")
 
-        graph_view = aidge_core.sequential([conv, bn])
+        graph_view = aidge_core.sequential([input_node, conv, bn])
 
         # Add random values to conv and BatchNorm parameters
-        input_node.add_child(graph_view)
-        input_node.get_operator().set_datatype(aidge_core.DataType.Float32)
-        input_node.get_operator().set_backend("cpu")
-        graph_view.set_datatype(aidge_core.DataType.Float32)
+        graph_view.set_datatype(aidge_core.dtype.float32)
         graph_view.set_backend("cpu")
 
         np_weights = np.arange(9).reshape([1, 1, 3, 3]).astype(np.float32)
-        np_bias = np.arange(1).reshape([1, 1]).astype(np.float32)
+        np_bias = np.arange(1).reshape([1]).astype(np.float32)
 
         np_scale = np.array([0.05]).astype(np.float32)
         np_shift = np.array([0.05]).astype(np.float32)
         np_mean = np.array([0.05]).astype(np.float32)
         np_var = np.array([0.05]).astype(np.float32)
-        conv.input(1)[0].get_operator().set_output_tensor(aidge_core.Tensor(np_weights))
-        conv.input(2)[0].get_operator().set_output_tensor(aidge_core.Tensor(np_bias))
-        bn.input(1)[0].get_operator().set_output_tensor(aidge_core.Tensor(np_scale))
-        bn.input(2)[0].get_operator().set_output_tensor(aidge_core.Tensor(np_shift))
-        bn.input(3)[0].get_operator().set_output_tensor(aidge_core.Tensor(np_mean))
-        bn.input(4)[0].get_operator().set_output_tensor(aidge_core.Tensor(np_var))
+        conv.input(1)[0].get_operator().set_output(0, aidge_core.Tensor(np_weights))
+        conv.input(2)[0].get_operator().set_output(0, aidge_core.Tensor(np_bias))
+        bn.input(1)[0].get_operator().set_output(0, aidge_core.Tensor(np_scale))
+        bn.input(2)[0].get_operator().set_output(0, aidge_core.Tensor(np_shift))
+        bn.input(3)[0].get_operator().set_output(0, aidge_core.Tensor(np_mean))
+        bn.input(4)[0].get_operator().set_output(0, aidge_core.Tensor(np_var))
         scheduler0 = aidge_core.SequentialScheduler(graph_view)
         scheduler0.forward()
 
         for outNode in graph_view.get_output_nodes():
-            output_aidge0 = outNode.get_operator().output(0)
+            output_aidge0 = outNode.get_operator().get_output(0)
 
         aidge_core.fuse_batchnorm(graph_view)
         scheduler1 = aidge_core.SequentialScheduler(graph_view)
         scheduler1.forward()
 
         for outNode in graph_view.get_output_nodes():
-            output_aidge1 = outNode.get_operator().output(0)
+            output_aidge1 = outNode.get_operator().get_output(0)
 
         self.assertTrue(aidge_core.approx_eq(output_aidge0, output_aidge1, 0.000001, 0.0001))
 

aidge_backend_cpu/unit_tests/test_scheduler.py

@@ -13,46 +13,43 @@ class test_scheduler(unittest.TestCase):
         pass
 
     def test_relu_forward(self):
-        values = np.arange(6) - 3
 
-        input_node = aidge_core.Producer(aidge_core.Tensor(values), "Input")
+        t = aidge_core.Tensor(np.arange(6, dtype=np.int32) - 3)
+
+        input_node = aidge_core.Producer(t)
         relu = aidge_core.ReLU()
+        input_node.add_child(relu)
 
         gv = aidge_core.GraphView()
         gv.add(relu)
         gv.add(input_node)
 
-        gv.set_datatype(aidge_core.DataType.Int32)
-        gv.set_backend("cpu")
 
-        input_node.add_child(relu)
+        gv.set_datatype(aidge_core.dtype.int32)
+        gv.set_backend("cpu")
 
         scheduler = aidge_core.SequentialScheduler(gv)
 
         scheduler.forward()
 
-        out_tensor = relu.get_operator().output(0)
+        out_tensor = relu.get_operator().get_output(0)
         expected_out = [0,0,0,0,1,2]
         for i in range(len(expected_out)):
-            self.assertEqual(expected_out[i], out_tensor[i])
+            self.assertEqual(expected_out[i], out_tensor[i], f"On idx {i}")
 
     def test_sequential_scheduling(self):
-        input_data =  np.array([]).astype(np.float32)
+        input_data =  np.array([0]).astype(np.float32)
         input_tensor = aidge_core.Tensor(input_data)
 
-        input_node = aidge_core.Producer(input_tensor, "X")
-
         graph_view = aidge_core.sequential([
-            aidge_core.FC(50, name='0'),
-            aidge_core.FC(50, name='1'),
-            aidge_core.FC(10, name='2'),
+            aidge_core.Producer(input_tensor, "X"),
+            aidge_core.FC(1, 50, name='0'),
+            aidge_core.FC(50, 50, name='1'),
+            aidge_core.FC(50, 10, name='2'),
         ])
         EXPECTED_SCHEDULE = ['0', '1', '2']
 
-        input_node.add_child(graph_view)
-        input_node.get_operator().set_datatype(aidge_core.DataType.Float32)
-        input_node.get_operator().set_backend("cpu")
-        graph_view.set_datatype(aidge_core.DataType.Float32)
+        graph_view.set_datatype(aidge_core.dtype.float32)
         graph_view.set_backend("cpu")
 
         graph_view.forward_dims()
@@ -60,26 +57,25 @@ class test_scheduler(unittest.TestCase):
         scheduler = aidge_core.SequentialScheduler(graph_view)
         scheduler.generate_scheduling()
 
-        self.assertListEqual([i.name() for i in scheduler.get_static_scheduling()], EXPECTED_SCHEDULE)
+        self.assertEqual(len(scheduler.get_static_scheduling()), 10)
+        # Do not care about the order of execution of the producers
+        self.assertListEqual([i.name() for i in scheduler.get_static_scheduling()[-3:]], EXPECTED_SCHEDULE)
 
 
     def test_parallel_scheduling(self):
-        input_data =  np.array([]).astype(np.float32)
+        input_data =  np.array([0]).astype(np.float32)
         input_tensor = aidge_core.Tensor(input_data)
 
-        input_node = aidge_core.Producer(input_tensor, "X")
         graph_view = aidge_core.sequential([
-            aidge_core.FC(50, name='0'),
-            aidge_core.parallel([aidge_core.FC(50, name='1'), aidge_core.FC(50, name='3')]),
+            aidge_core.Producer(input_tensor, "X"),
+            aidge_core.FC(1, 50, name='0'),
+            aidge_core.parallel([aidge_core.FC(50, 50, name='1'), aidge_core.FC(50, 50, name='3')]),
             aidge_core.Add(name='2'),
         ])
 
         EXPECTED_SCHEDULE = [['0', '1', '3', '2'],  ['0', '3', '1', '2']] # Both scheduling are valid !
 
-        input_node.add_child(graph_view)
-        input_node.get_operator().set_datatype(aidge_core.DataType.Float32)
-        input_node.get_operator().set_backend("cpu")
-        graph_view.set_datatype(aidge_core.DataType.Float32)
+        graph_view.set_datatype(aidge_core.dtype.float32)
         graph_view.set_backend("cpu")
 
         graph_view.forward_dims()
@@ -87,7 +83,9 @@ class test_scheduler(unittest.TestCase):
         scheduler = aidge_core.SequentialScheduler(graph_view)
         scheduler.generate_scheduling()
 
-        self.assertTrue([i.name() for i in scheduler.get_static_scheduling()] in EXPECTED_SCHEDULE)
+        self.assertEqual(len(scheduler.get_static_scheduling()), 11)
+        # Do not care about the order of execution of the producers
+        self.assertTrue([i.name() for i in scheduler.get_static_scheduling()[-4:]] in EXPECTED_SCHEDULE)
 
 if __name__ == '__main__':
     unittest.main()

aidge_backend_cpu/unit_tests/test_tensor.py

-import unittest
-import aidge_core
-import aidge_backend_cpu
-import numpy as np
-
-
-class test_tensor(unittest.TestCase):
-    """Test tensor binding
-    """
-    def setUp(self):
-        pass
-    def tearDown(self):
-        pass
-
-    def test_getavailable_backends(self):
-        self.assertTrue("cpu" in aidge_core.Tensor.get_available_backends())
-
-    def test_numpy_int_to_tensor(self):
-        np_array = np.arange(9).reshape(1,1,3,3)
-        # Numpy -> Tensor
-        t = aidge_core.Tensor(np_array)
-        self.assertEqual(t.dtype(), aidge_core.DataType.Int32)
-        for i_t, i_n in zip(t, np_array.flatten()):
-            self.assertTrue(i_t == i_n)
-        for i,j in zip(t.dims(), np_array.shape):
-            self.assertEqual(i,j)
-    def test_tensor_int_to_numpy(self):
-        np_array = np.arange(9).reshape(1,1,3,3)
-        # Numpy -> Tensor
-        t = aidge_core.Tensor(np_array)
-        # Tensor -> Numpy
-        nnarray = np.array(t)
-        for i_nn, i_n in zip(nnarray.flatten(), np_array.flatten()):
-            self.assertTrue(i_nn == i_n)
-        for i,j in zip(t.dims(), nnarray.shape):
-            self.assertEqual(i,j)
-
-    def test_numpy_float_to_tensor(self):
-        t = aidge_core.Tensor()
-        np_array = np.random.rand(1, 1, 3, 3).astype(np.float32)
-        # Numpy -> Tensor
-        t = aidge_core.Tensor(np_array)
-        self.assertEqual(t.dtype(), aidge_core.DataType.Float32)
-        for i_t, i_n in zip(t, np_array.flatten()):
-            self.assertTrue(i_t == i_n) # TODO : May need to change this to a difference
-        for i,j in zip(t.dims(), np_array.shape):
-            self.assertEqual(i,j)
-
-    def test_get_set(self):
-        dims = [2,2,2]
-
-        np_array = np.arange(8).reshape(dims)
-        # Numpy -> Tensor
-        t = aidge_core.Tensor(np_array)
-        for i in range(8):
-            self.assertEqual(t[i], i)
-            t[i] = 5
-            self.assertEqual(t[i], 5)
-
-if __name__ == '__main__':
-    unittest.main()

cmake/PybindModuleCreation.cmake

-function(generate_python_binding name target_to_bind) 
-    add_definitions(-DPYBIND)
+function(generate_python_binding pybind_module_name target_to_bind) 
+
+    find_package(Python COMPONENTS Interpreter Development.Module)
+
     Include(FetchContent)
 
+    set(PYBIND_VERSION v2.10.4)
+    message(STATUS "Retrieving pybind ${PYBIND_VERSION} from git")
+
     FetchContent_Declare(
-    PyBind11
-    GIT_REPOSITORY https://github.com/pybind/pybind11.git
-    GIT_TAG        v2.10.4 # or a later release
+        PyBind11
+        GIT_REPOSITORY https://github.com/pybind/pybind11.git
+        GIT_TAG        ${PYBIND_VERSION} # or a later release
     )
 
-    # Use the New FindPython mode, recommanded. Requires CMake 3.15+
-    find_package(Python COMPONENTS Interpreter Development)
     FetchContent_MakeAvailable(PyBind11)
 
-    message(STATUS "Creating binding for module ${name}")
+    message(STATUS "Creating binding for module ${pybind_module_name}")
     file(GLOB_RECURSE pybind_src_files "python_binding/*.cpp")
 
-    pybind11_add_module(${name} MODULE ${pybind_src_files} "NO_EXTRAS") # NO EXTRA recquired for pip install
-    target_include_directories(${name} PUBLIC "python_binding")
-    target_link_libraries(${name} PUBLIC ${target_to_bind})
+    pybind11_add_module(${pybind_module_name} MODULE ${pybind_src_files} "NO_EXTRAS") # NO EXTRA recquired for pip install
+    target_include_directories(${pybind_module_name} PRIVATE "python_binding")
+    target_link_libraries(${pybind_module_name} PRIVATE ${target_to_bind})
 endfunction()

include/aidge/backend/cpu.hpp

@@ -12,20 +12,51 @@
 #ifndef AIDGE_CPU_IMPORTS_H_
 #define AIDGE_CPU_IMPORTS_H_
 
-#include "aidge/backend/cpu/data/TensorImpl.hpp"
+#include "aidge/backend/cpu_version.h"
+
+#include "aidge/backend/cpu/operator/AbsImpl.hpp"
 #include "aidge/backend/cpu/operator/AddImpl.hpp"
+#include "aidge/backend/cpu/operator/AndImpl.hpp"
+#include "aidge/backend/cpu/operator/AtanImpl.hpp"
+
+#include "aidge/backend/cpu/operator/ArgMaxImpl.hpp"
 #include "aidge/backend/cpu/operator/AvgPoolingImpl.hpp"
 #include "aidge/backend/cpu/operator/MaxPoolingImpl.hpp"
 #include "aidge/backend/cpu/operator/BatchNormImpl.hpp"
+#include "aidge/backend/cpu/operator/BitShiftImpl.hpp"
+#include "aidge/backend/cpu/operator/ClipImpl.hpp"
 #include "aidge/backend/cpu/operator/ConvDepthWiseImpl.hpp"
 #include "aidge/backend/cpu/operator/ConvImpl.hpp"
+#include "aidge/backend/cpu/operator/ConstantOfShapeImpl.hpp"
+#include "aidge/backend/cpu/operator/DivImpl.hpp"
+#include "aidge/backend/cpu/operator/ErfImpl.hpp"
+#include "aidge/backend/cpu/operator/ExpandImpl.hpp"
 #include "aidge/backend/cpu/operator/FCImpl.hpp"
+#include "aidge/backend/cpu/operator/FoldImpl.hpp"
+#include "aidge/backend/cpu/operator/GlobalAveragePoolingImpl.hpp"
+#include "aidge/backend/cpu/operator/HeavisideImpl.hpp"
+#include "aidge/backend/cpu/operator/LRNImpl.hpp"
 #include "aidge/backend/cpu/operator/LeakyReLUImpl.hpp"
+#include "aidge/backend/cpu/operator/LnImpl.hpp"
 #include "aidge/backend/cpu/operator/MatMulImpl.hpp"
+#include "aidge/backend/cpu/operator/MulImpl.hpp"
 #include "aidge/backend/cpu/operator/PadImpl.hpp"
-#include "aidge/backend/cpu/operator/ProducerImpl.hpp"
+#include "aidge/backend/cpu/operator/PaddedConvImpl.hpp"
+#include "aidge/backend/cpu/operator/PowImpl.hpp"
+#include "aidge/backend/cpu/operator/ReduceMeanImpl.hpp"
+#include "aidge/backend/cpu/operator/ReduceSumImpl.hpp"
+#include "aidge/backend/cpu/operator/ResizeImpl.hpp"
 #include "aidge/backend/cpu/operator/ReLUImpl.hpp"
-#include "aidge/backend/cpu/operator/SoftmaxImpl.hpp"
+#include "aidge/backend/cpu/operator/RoundImpl.hpp"
 #include "aidge/backend/cpu/operator/ScalingImpl.hpp"
+#include "aidge/backend/cpu/operator/SigmoidImpl.hpp"
+#include "aidge/backend/cpu/operator/SqrtImpl.hpp"
+#include "aidge/backend/cpu/operator/SliceImpl.hpp"
+#include "aidge/backend/cpu/operator/SoftmaxImpl.hpp"
+#include "aidge/backend/cpu/operator/SubImpl.hpp"
+#include "aidge/backend/cpu/operator/TanhImpl.hpp"
+#include "aidge/backend/cpu/operator/WeightInterleavedImpl.hpp"
+
+#include "aidge/backend/cpu/data/TensorImpl.hpp"
 
-#endif /* AIDGE_CPU_IMPORTS_H_ */
\ No newline at end of file
+#endif /* AIDGE_CPU_IMPORTS_H_ */