diff --git a/CMakeLists.txt b/CMakeLists.txt
index 10cbf7d48f97b9587aa40af98252f1feaa874eac..b166d12d724a716ffe258bbc7441ba7ef3edea59 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -15,7 +15,7 @@ project(${project})
##############################################
# Import utils CMakeLists
set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_SOURCE_DIR}/cmake")
-#include(PybindModuleCreation)
+include(PybindModuleCreation)
##############################################
# Define options
@@ -27,7 +27,7 @@ option(COVERAGE "Enable coverage" OFF)
##############################################
# Import utils CMakeLists
set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_SOURCE_DIR}/cmake")
-#include(PybindModuleCreation)
+include(PybindModuleCreation)
if(CMAKE_COMPILER_IS_GNUCXX AND COVERAGE)
Include(CodeCoverage)
diff --git a/aidge_quantization/unit_tests/test_ptq.py b/aidge_quantization/unit_tests/test_ptq.py
index 0ccd8104d91b882cc401415115551c33063e1ca1..e2e5180804d078b853dedaadd056adbf8b9623f7 100644
--- a/aidge_quantization/unit_tests/test_ptq.py
+++ b/aidge_quantization/unit_tests/test_ptq.py
@@ -71,4 +71,6 @@ for outNode in model.get_output_nodes():
output_aidge = np.array(outNode.get_operator().output(0))
assert(np.allclose(output_aidge, output_model,rtol=1e-04))
-#add PTQ part for testing
\ No newline at end of file
+#add PTQ part for testing
+#created ordered graph, as in cpp and do
+#quantizeNetwork(ordered_graph_view, 8, verbose);
\ No newline at end of file
diff --git a/cmake/CodeCoverage.cmake b/cmake/CodeCoverage.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..d4a039fd0e511238df1c0e0502c7588409099289
--- /dev/null
+++ b/cmake/CodeCoverage.cmake
@@ -0,0 +1,742 @@
+# Copyright (c) 2012 - 2017, Lars Bilke
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without modification,
+# are permitted provided that the following conditions are met:
+#
+# 1. Redistributions of source code must retain the above copyright notice, this
+# list of conditions and the following disclaimer.
+#
+# 2. Redistributions in binary form must reproduce the above copyright notice,
+# this list of conditions and the following disclaimer in the documentation
+# and/or other materials provided with the distribution.
+#
+# 3. Neither the name of the copyright holder nor the names of its contributors
+# may be used to endorse or promote products derived from this software without
+# specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+# ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+# ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+# CHANGES:
+#
+# 2012-01-31, Lars Bilke
+# - Enable Code Coverage
+#
+# 2013-09-17, Joakim Söderberg
+# - Added support for Clang.
+# - Some additional usage instructions.
+#
+# 2016-02-03, Lars Bilke
+# - Refactored functions to use named parameters
+#
+# 2017-06-02, Lars Bilke
+# - Merged with modified version from github.com/ufz/ogs
+#
+# 2019-05-06, Anatolii Kurotych
+# - Remove unnecessary --coverage flag
+#
+# 2019-12-13, FeRD (Frank Dana)
+# - Deprecate COVERAGE_LCOVR_EXCLUDES and COVERAGE_GCOVR_EXCLUDES lists in favor
+# of tool-agnostic COVERAGE_EXCLUDES variable, or EXCLUDE setup arguments.
+# - CMake 3.4+: All excludes can be specified relative to BASE_DIRECTORY
+# - All setup functions: accept BASE_DIRECTORY, EXCLUDE list
+# - Set lcov basedir with -b argument
+# - Add automatic --demangle-cpp in lcovr, if 'c++filt' is available (can be
+# overridden with NO_DEMANGLE option in setup_target_for_coverage_lcovr().)
+# - Delete output dir, .info file on 'make clean'
+# - Remove Python detection, since version mismatches will break gcovr
+# - Minor cleanup (lowercase function names, update examples...)
+#
+# 2019-12-19, FeRD (Frank Dana)
+# - Rename Lcov outputs, make filtered file canonical, fix cleanup for targets
+#
+# 2020-01-19, Bob Apthorpe
+# - Added gfortran support
+#
+# 2020-02-17, FeRD (Frank Dana)
+# - Make all add_custom_target()s VERBATIM to auto-escape wildcard characters
+# in EXCLUDEs, and remove manual escaping from gcovr targets
+#
+# 2021-01-19, Robin Mueller
+# - Add CODE_COVERAGE_VERBOSE option which will allow to print out commands which are run
+# - Added the option for users to set the GCOVR_ADDITIONAL_ARGS variable to supply additional
+# flags to the gcovr command
+#
+# 2020-05-04, Mihchael Davis
+# - Add -fprofile-abs-path to make gcno files contain absolute paths
+# - Fix BASE_DIRECTORY not working when defined
+# - Change BYPRODUCT from folder to index.html to stop ninja from complaining about double defines
+#
+# 2021-05-10, Martin Stump
+# - Check if the generator is multi-config before warning about non-Debug builds
+#
+# 2022-02-22, Marko Wehle
+# - Change gcovr output from -o <filename> for --xml <filename> and --html <filename> output respectively.
+# This will allow for Multiple Output Formats at the same time by making use of GCOVR_ADDITIONAL_ARGS, e.g. GCOVR_ADDITIONAL_ARGS "--txt".
+#
+# 2022-09-28, Sebastian Mueller
+# - fix append_coverage_compiler_flags_to_target to correctly add flags
+# - replace "-fprofile-arcs -ftest-coverage" with "--coverage" (equivalent)
+#
+# USAGE:
+#
+# 1. Copy this file into your cmake modules path.
+#
+# 2. Add the following line to your CMakeLists.txt (best inside an if-condition
+# using a CMake option() to enable it just optionally):
+# include(CodeCoverage)
+#
+# 3. Append necessary compiler flags for all supported source files:
+# append_coverage_compiler_flags()
+# Or for specific target:
+# append_coverage_compiler_flags_to_target(YOUR_TARGET_NAME)
+#
+# 3.a (OPTIONAL) Set appropriate optimization flags, e.g. -O0, -O1 or -Og
+#
+# 4. If you need to exclude additional directories from the report, specify them
+# using full paths in the COVERAGE_EXCLUDES variable before calling
+# setup_target_for_coverage_*().
+# Example:
+# set(COVERAGE_EXCLUDES
+# '${PROJECT_SOURCE_DIR}/src/dir1/*'
+# '/path/to/my/src/dir2/*')
+# Or, use the EXCLUDE argument to setup_target_for_coverage_*().
+# Example:
+# setup_target_for_coverage_lcov(
+# NAME coverage
+# EXECUTABLE testrunner
+# EXCLUDE "${PROJECT_SOURCE_DIR}/src/dir1/*" "/path/to/my/src/dir2/*")
+#
+# 4.a NOTE: With CMake 3.4+, COVERAGE_EXCLUDES or EXCLUDE can also be set
+# relative to the BASE_DIRECTORY (default: PROJECT_SOURCE_DIR)
+# Example:
+# set(COVERAGE_EXCLUDES "dir1/*")
+# setup_target_for_coverage_gcovr_html(
+# NAME coverage
+# EXECUTABLE testrunner
+# BASE_DIRECTORY "${PROJECT_SOURCE_DIR}/src"
+# EXCLUDE "dir2/*")
+#
+# 5. Use the functions described below to create a custom make target which
+# runs your test executable and produces a code coverage report.
+#
+# 6. Build a Debug build:
+# cmake -DCMAKE_BUILD_TYPE=Debug ..
+# make
+# make my_coverage_target
+#
+
+include(CMakeParseArguments)
+
+option(CODE_COVERAGE_VERBOSE "Verbose information" FALSE)
+
+# Check prereqs
+find_program( GCOV_PATH gcov )
+find_program( LCOV_PATH NAMES lcov lcov.bat lcov.exe lcov.perl)
+find_program( FASTCOV_PATH NAMES fastcov fastcov.py )
+find_program( GENHTML_PATH NAMES genhtml genhtml.perl genhtml.bat )
+find_program( GCOVR_PATH gcovr PATHS ${CMAKE_SOURCE_DIR}/scripts/test)
+find_program( CPPFILT_PATH NAMES c++filt )
+
+if(NOT GCOV_PATH)
+ message(FATAL_ERROR "gcov not found! Aborting...")
+endif() # NOT GCOV_PATH
+
+# Check supported compiler (Clang, GNU and Flang)
+get_property(LANGUAGES GLOBAL PROPERTY ENABLED_LANGUAGES)
+foreach(LANG ${LANGUAGES})
+ if("${CMAKE_${LANG}_COMPILER_ID}" MATCHES "(Apple)?[Cc]lang")
+ if("${CMAKE_${LANG}_COMPILER_VERSION}" VERSION_LESS 3)
+ message(FATAL_ERROR "Clang version must be 3.0.0 or greater! Aborting...")
+ endif()
+ elseif(NOT "${CMAKE_${LANG}_COMPILER_ID}" MATCHES "GNU"
+ AND NOT "${CMAKE_${LANG}_COMPILER_ID}" MATCHES "(LLVM)?[Ff]lang")
+ message(FATAL_ERROR "Compiler is not GNU or Flang! Aborting...")
+ endif()
+endforeach()
+
+set(COVERAGE_COMPILER_FLAGS "-g --coverage"
+ CACHE INTERNAL "")
+if(CMAKE_CXX_COMPILER_ID MATCHES "(GNU|Clang)")
+ include(CheckCXXCompilerFlag)
+ check_cxx_compiler_flag(-fprofile-abs-path HAVE_fprofile_abs_path)
+ if(HAVE_fprofile_abs_path)
+ set(COVERAGE_COMPILER_FLAGS "${COVERAGE_COMPILER_FLAGS} -fprofile-abs-path")
+ endif()
+endif()
+
+set(CMAKE_Fortran_FLAGS_COVERAGE
+ ${COVERAGE_COMPILER_FLAGS}
+ CACHE STRING "Flags used by the Fortran compiler during coverage builds."
+ FORCE )
+set(CMAKE_CXX_FLAGS_COVERAGE
+ ${COVERAGE_COMPILER_FLAGS}
+ CACHE STRING "Flags used by the C++ compiler during coverage builds."
+ FORCE )
+set(CMAKE_C_FLAGS_COVERAGE
+ ${COVERAGE_COMPILER_FLAGS}
+ CACHE STRING "Flags used by the C compiler during coverage builds."
+ FORCE )
+set(CMAKE_EXE_LINKER_FLAGS_COVERAGE
+ ""
+ CACHE STRING "Flags used for linking binaries during coverage builds."
+ FORCE )
+set(CMAKE_SHARED_LINKER_FLAGS_COVERAGE
+ ""
+ CACHE STRING "Flags used by the shared libraries linker during coverage builds."
+ FORCE )
+mark_as_advanced(
+ CMAKE_Fortran_FLAGS_COVERAGE
+ CMAKE_CXX_FLAGS_COVERAGE
+ CMAKE_C_FLAGS_COVERAGE
+ CMAKE_EXE_LINKER_FLAGS_COVERAGE
+ CMAKE_SHARED_LINKER_FLAGS_COVERAGE )
+
+get_property(GENERATOR_IS_MULTI_CONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG)
+if(NOT (CMAKE_BUILD_TYPE STREQUAL "Debug" OR GENERATOR_IS_MULTI_CONFIG))
+ message(WARNING "Code coverage results with an optimised (non-Debug) build may be misleading")
+endif() # NOT (CMAKE_BUILD_TYPE STREQUAL "Debug" OR GENERATOR_IS_MULTI_CONFIG)
+
+if(CMAKE_C_COMPILER_ID STREQUAL "GNU" OR CMAKE_Fortran_COMPILER_ID STREQUAL "GNU")
+ link_libraries(gcov)
+endif()
+
+# Defines a target for running and collection code coverage information
+# Builds dependencies, runs the given executable and outputs reports.
+# NOTE! The executable should always have a ZERO as exit code otherwise
+# the coverage generation will not complete.
+#
+# setup_target_for_coverage_lcov(
+# NAME testrunner_coverage # New target name
+# EXECUTABLE testrunner -j ${PROCESSOR_COUNT} # Executable in PROJECT_BINARY_DIR
+# DEPENDENCIES testrunner # Dependencies to build first
+# BASE_DIRECTORY "../" # Base directory for report
+# # (defaults to PROJECT_SOURCE_DIR)
+# EXCLUDE "src/dir1/*" "src/dir2/*" # Patterns to exclude (can be relative
+# # to BASE_DIRECTORY, with CMake 3.4+)
+# NO_DEMANGLE # Don't demangle C++ symbols
+# # even if c++filt is found
+# )
+function(setup_target_for_coverage_lcov)
+
+ set(options NO_DEMANGLE SONARQUBE)
+ set(oneValueArgs BASE_DIRECTORY NAME)
+ set(multiValueArgs EXCLUDE EXECUTABLE EXECUTABLE_ARGS DEPENDENCIES LCOV_ARGS GENHTML_ARGS)
+ cmake_parse_arguments(Coverage "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
+ if(NOT LCOV_PATH)
+ message(FATAL_ERROR "lcov not found! Aborting...")
+ endif() # NOT LCOV_PATH
+
+ if(NOT GENHTML_PATH)
+ message(FATAL_ERROR "genhtml not found! Aborting...")
+ endif() # NOT GENHTML_PATH
+
+ # Set base directory (as absolute path), or default to PROJECT_SOURCE_DIR
+ if(DEFINED Coverage_BASE_DIRECTORY)
+ get_filename_component(BASEDIR ${Coverage_BASE_DIRECTORY} ABSOLUTE)
+ else()
+ set(BASEDIR ${PROJECT_SOURCE_DIR})
+ endif()
+
+ # Collect excludes (CMake 3.4+: Also compute absolute paths)
+ set(LCOV_EXCLUDES "")
+ foreach(EXCLUDE ${Coverage_EXCLUDE} ${COVERAGE_EXCLUDES} ${COVERAGE_LCOV_EXCLUDES})
+ if(CMAKE_VERSION VERSION_GREATER 3.4)
+ get_filename_component(EXCLUDE ${EXCLUDE} ABSOLUTE BASE_DIR ${BASEDIR})
+ endif()
+ list(APPEND LCOV_EXCLUDES "${EXCLUDE}")
+ endforeach()
+ list(REMOVE_DUPLICATES LCOV_EXCLUDES)
+
+ # Conditional arguments
+ if(CPPFILT_PATH AND NOT ${Coverage_NO_DEMANGLE})
+ set(GENHTML_EXTRA_ARGS "--demangle-cpp")
+ endif()
+
+ # Setting up commands which will be run to generate coverage data.
+ # Cleanup lcov
+ set(LCOV_CLEAN_CMD
+ ${LCOV_PATH} ${Coverage_LCOV_ARGS} --gcov-tool ${GCOV_PATH} -directory .
+ -b ${BASEDIR} --zerocounters
+ )
+ # Create baseline to make sure untouched files show up in the report
+ set(LCOV_BASELINE_CMD
+ ${LCOV_PATH} ${Coverage_LCOV_ARGS} --gcov-tool ${GCOV_PATH} -c -i -d . -b
+ ${BASEDIR} -o ${Coverage_NAME}.base
+ )
+ # Run tests
+ set(LCOV_EXEC_TESTS_CMD
+ ${Coverage_EXECUTABLE} ${Coverage_EXECUTABLE_ARGS}
+ )
+ # Capturing lcov counters and generating report
+ set(LCOV_CAPTURE_CMD
+ ${LCOV_PATH} ${Coverage_LCOV_ARGS} --gcov-tool ${GCOV_PATH} --directory . -b
+ ${BASEDIR} --capture --output-file ${Coverage_NAME}.capture
+ )
+ # add baseline counters
+ set(LCOV_BASELINE_COUNT_CMD
+ ${LCOV_PATH} ${Coverage_LCOV_ARGS} --gcov-tool ${GCOV_PATH} -a ${Coverage_NAME}.base
+ -a ${Coverage_NAME}.capture --output-file ${Coverage_NAME}.total
+ )
+ # filter collected data to final coverage report
+ set(LCOV_FILTER_CMD
+ ${LCOV_PATH} ${Coverage_LCOV_ARGS} --gcov-tool ${GCOV_PATH} --remove
+ ${Coverage_NAME}.total ${LCOV_EXCLUDES} --output-file ${Coverage_NAME}.info
+ )
+ # Generate HTML output
+ set(LCOV_GEN_HTML_CMD
+ ${GENHTML_PATH} ${GENHTML_EXTRA_ARGS} ${Coverage_GENHTML_ARGS} -o
+ ${Coverage_NAME} ${Coverage_NAME}.info
+ )
+ if(${Coverage_SONARQUBE})
+ # Generate SonarQube output
+ set(GCOVR_XML_CMD
+ ${GCOVR_PATH} --sonarqube ${Coverage_NAME}_sonarqube.xml -r ${BASEDIR} ${GCOVR_ADDITIONAL_ARGS}
+ ${GCOVR_EXCLUDE_ARGS} --object-directory=${PROJECT_BINARY_DIR}
+ )
+ set(GCOVR_XML_CMD_COMMAND
+ COMMAND ${GCOVR_XML_CMD}
+ )
+ set(GCOVR_XML_CMD_BYPRODUCTS ${Coverage_NAME}_sonarqube.xml)
+ set(GCOVR_XML_CMD_COMMENT COMMENT "SonarQube code coverage info report saved in ${Coverage_NAME}_sonarqube.xml.")
+ endif()
+
+
+ if(CODE_COVERAGE_VERBOSE)
+ message(STATUS "Executed command report")
+ message(STATUS "Command to clean up lcov: ")
+ string(REPLACE ";" " " LCOV_CLEAN_CMD_SPACED "${LCOV_CLEAN_CMD}")
+ message(STATUS "${LCOV_CLEAN_CMD_SPACED}")
+
+ message(STATUS "Command to create baseline: ")
+ string(REPLACE ";" " " LCOV_BASELINE_CMD_SPACED "${LCOV_BASELINE_CMD}")
+ message(STATUS "${LCOV_BASELINE_CMD_SPACED}")
+
+ message(STATUS "Command to run the tests: ")
+ string(REPLACE ";" " " LCOV_EXEC_TESTS_CMD_SPACED "${LCOV_EXEC_TESTS_CMD}")
+ message(STATUS "${LCOV_EXEC_TESTS_CMD_SPACED}")
+
+ message(STATUS "Command to capture counters and generate report: ")
+ string(REPLACE ";" " " LCOV_CAPTURE_CMD_SPACED "${LCOV_CAPTURE_CMD}")
+ message(STATUS "${LCOV_CAPTURE_CMD_SPACED}")
+
+ message(STATUS "Command to add baseline counters: ")
+ string(REPLACE ";" " " LCOV_BASELINE_COUNT_CMD_SPACED "${LCOV_BASELINE_COUNT_CMD}")
+ message(STATUS "${LCOV_BASELINE_COUNT_CMD_SPACED}")
+
+ message(STATUS "Command to filter collected data: ")
+ string(REPLACE ";" " " LCOV_FILTER_CMD_SPACED "${LCOV_FILTER_CMD}")
+ message(STATUS "${LCOV_FILTER_CMD_SPACED}")
+
+ message(STATUS "Command to generate lcov HTML output: ")
+ string(REPLACE ";" " " LCOV_GEN_HTML_CMD_SPACED "${LCOV_GEN_HTML_CMD}")
+ message(STATUS "${LCOV_GEN_HTML_CMD_SPACED}")
+
+ if(${Coverage_SONARQUBE})
+ message(STATUS "Command to generate SonarQube XML output: ")
+ string(REPLACE ";" " " GCOVR_XML_CMD_SPACED "${GCOVR_XML_CMD}")
+ message(STATUS "${GCOVR_XML_CMD_SPACED}")
+ endif()
+ endif()
+
+ # Setup target
+ add_custom_target(${Coverage_NAME}
+ COMMAND ${LCOV_CLEAN_CMD}
+ COMMAND ${LCOV_BASELINE_CMD}
+ COMMAND ${LCOV_EXEC_TESTS_CMD}
+ COMMAND ${LCOV_CAPTURE_CMD}
+ COMMAND ${LCOV_BASELINE_COUNT_CMD}
+ COMMAND ${LCOV_FILTER_CMD}
+ COMMAND ${LCOV_GEN_HTML_CMD}
+ ${GCOVR_XML_CMD_COMMAND}
+
+ # Set output files as GENERATED (will be removed on 'make clean')
+ BYPRODUCTS
+ ${Coverage_NAME}.base
+ ${Coverage_NAME}.capture
+ ${Coverage_NAME}.total
+ ${Coverage_NAME}.info
+ ${GCOVR_XML_CMD_BYPRODUCTS}
+ ${Coverage_NAME}/index.html
+ WORKING_DIRECTORY ${PROJECT_BINARY_DIR}
+ DEPENDS ${Coverage_DEPENDENCIES}
+ VERBATIM # Protect arguments to commands
+ COMMENT "Resetting code coverage counters to zero.\nProcessing code coverage counters and generating report."
+ )
+
+ # Show where to find the lcov info report
+ add_custom_command(TARGET ${Coverage_NAME} POST_BUILD
+ COMMAND ;
+ COMMENT "Lcov code coverage info report saved in ${Coverage_NAME}.info."
+ ${GCOVR_XML_CMD_COMMENT}
+ )
+
+ # Show info where to find the report
+ add_custom_command(TARGET ${Coverage_NAME} POST_BUILD
+ COMMAND ;
+ COMMENT "Open ./${Coverage_NAME}/index.html in your browser to view the coverage report."
+ )
+
+endfunction() # setup_target_for_coverage_lcov
+
+# Defines a target for running and collection code coverage information
+# Builds dependencies, runs the given executable and outputs reports.
+# NOTE! The executable should always have a ZERO as exit code otherwise
+# the coverage generation will not complete.
+#
+# setup_target_for_coverage_gcovr_xml(
+# NAME ctest_coverage # New target name
+# EXECUTABLE ctest -j ${PROCESSOR_COUNT} # Executable in PROJECT_BINARY_DIR
+# DEPENDENCIES executable_target # Dependencies to build first
+# BASE_DIRECTORY "../" # Base directory for report
+# # (defaults to PROJECT_SOURCE_DIR)
+# EXCLUDE "src/dir1/*" "src/dir2/*" # Patterns to exclude (can be relative
+# # to BASE_DIRECTORY, with CMake 3.4+)
+# )
+# The user can set the variable GCOVR_ADDITIONAL_ARGS to supply additional flags to the
+# GCVOR command.
+function(setup_target_for_coverage_gcovr_xml)
+
+ set(options NONE)
+ set(oneValueArgs BASE_DIRECTORY NAME)
+ set(multiValueArgs EXCLUDE EXECUTABLE EXECUTABLE_ARGS DEPENDENCIES)
+ cmake_parse_arguments(Coverage "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
+ if(NOT GCOVR_PATH)
+ message(FATAL_ERROR "gcovr not found! Aborting...")
+ endif() # NOT GCOVR_PATH
+
+ # Set base directory (as absolute path), or default to PROJECT_SOURCE_DIR
+ if(DEFINED Coverage_BASE_DIRECTORY)
+ get_filename_component(BASEDIR ${Coverage_BASE_DIRECTORY} ABSOLUTE)
+ else()
+ set(BASEDIR ${PROJECT_SOURCE_DIR})
+ endif()
+
+ # Collect excludes (CMake 3.4+: Also compute absolute paths)
+ set(GCOVR_EXCLUDES "")
+ foreach(EXCLUDE ${Coverage_EXCLUDE} ${COVERAGE_EXCLUDES} ${COVERAGE_GCOVR_EXCLUDES})
+ if(CMAKE_VERSION VERSION_GREATER 3.4)
+ get_filename_component(EXCLUDE ${EXCLUDE} ABSOLUTE BASE_DIR ${BASEDIR})
+ endif()
+ list(APPEND GCOVR_EXCLUDES "${EXCLUDE}")
+ endforeach()
+ list(REMOVE_DUPLICATES GCOVR_EXCLUDES)
+
+ # Combine excludes to several -e arguments
+ set(GCOVR_EXCLUDE_ARGS "")
+ foreach(EXCLUDE ${GCOVR_EXCLUDES})
+ list(APPEND GCOVR_EXCLUDE_ARGS "-e")
+ list(APPEND GCOVR_EXCLUDE_ARGS "${EXCLUDE}")
+ endforeach()
+
+ # Set up commands which will be run to generate coverage data
+ # Run tests
+ set(GCOVR_XML_EXEC_TESTS_CMD
+ ${Coverage_EXECUTABLE} ${Coverage_EXECUTABLE_ARGS}
+ )
+ # Running gcovr
+ set(GCOVR_XML_CMD
+ ${GCOVR_PATH} --xml ${Coverage_NAME}.xml -r ${BASEDIR} ${GCOVR_ADDITIONAL_ARGS}
+ ${GCOVR_EXCLUDE_ARGS} --object-directory=${PROJECT_BINARY_DIR}
+ )
+
+ if(CODE_COVERAGE_VERBOSE)
+ message(STATUS "Executed command report")
+
+ message(STATUS "Command to run tests: ")
+ string(REPLACE ";" " " GCOVR_XML_EXEC_TESTS_CMD_SPACED "${GCOVR_XML_EXEC_TESTS_CMD}")
+ message(STATUS "${GCOVR_XML_EXEC_TESTS_CMD_SPACED}")
+
+ message(STATUS "Command to generate gcovr XML coverage data: ")
+ string(REPLACE ";" " " GCOVR_XML_CMD_SPACED "${GCOVR_XML_CMD}")
+ message(STATUS "${GCOVR_XML_CMD_SPACED}")
+ endif()
+
+ add_custom_target(${Coverage_NAME}
+ COMMAND ${GCOVR_XML_EXEC_TESTS_CMD}
+ COMMAND ${GCOVR_XML_CMD}
+
+ BYPRODUCTS ${Coverage_NAME}.xml
+ WORKING_DIRECTORY ${PROJECT_BINARY_DIR}
+ DEPENDS ${Coverage_DEPENDENCIES}
+ VERBATIM # Protect arguments to commands
+ COMMENT "Running gcovr to produce Cobertura code coverage report."
+ )
+
+ # Show info where to find the report
+ add_custom_command(TARGET ${Coverage_NAME} POST_BUILD
+ COMMAND ;
+ COMMENT "Cobertura code coverage report saved in ${Coverage_NAME}.xml."
+ )
+endfunction() # setup_target_for_coverage_gcovr_xml
+
+# Defines a target for running and collection code coverage information
+# Builds dependencies, runs the given executable and outputs reports.
+# NOTE! The executable should always have a ZERO as exit code otherwise
+# the coverage generation will not complete.
+#
+# setup_target_for_coverage_gcovr_html(
+# NAME ctest_coverage # New target name
+# EXECUTABLE ctest -j ${PROCESSOR_COUNT} # Executable in PROJECT_BINARY_DIR
+# DEPENDENCIES executable_target # Dependencies to build first
+# BASE_DIRECTORY "../" # Base directory for report
+# # (defaults to PROJECT_SOURCE_DIR)
+# EXCLUDE "src/dir1/*" "src/dir2/*" # Patterns to exclude (can be relative
+# # to BASE_DIRECTORY, with CMake 3.4+)
+# )
+# The user can set the variable GCOVR_ADDITIONAL_ARGS to supply additional flags to the
+# GCVOR command.
+function(setup_target_for_coverage_gcovr_html)
+
+ set(options NONE)
+ set(oneValueArgs BASE_DIRECTORY NAME)
+ set(multiValueArgs EXCLUDE EXECUTABLE EXECUTABLE_ARGS DEPENDENCIES)
+ cmake_parse_arguments(Coverage "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
+ if(NOT GCOVR_PATH)
+ message(FATAL_ERROR "gcovr not found! Aborting...")
+ endif() # NOT GCOVR_PATH
+
+ # Set base directory (as absolute path), or default to PROJECT_SOURCE_DIR
+ if(DEFINED Coverage_BASE_DIRECTORY)
+ get_filename_component(BASEDIR ${Coverage_BASE_DIRECTORY} ABSOLUTE)
+ else()
+ set(BASEDIR ${PROJECT_SOURCE_DIR})
+ endif()
+
+ # Collect excludes (CMake 3.4+: Also compute absolute paths)
+ set(GCOVR_EXCLUDES "")
+ foreach(EXCLUDE ${Coverage_EXCLUDE} ${COVERAGE_EXCLUDES} ${COVERAGE_GCOVR_EXCLUDES})
+ if(CMAKE_VERSION VERSION_GREATER 3.4)
+ get_filename_component(EXCLUDE ${EXCLUDE} ABSOLUTE BASE_DIR ${BASEDIR})
+ endif()
+ list(APPEND GCOVR_EXCLUDES "${EXCLUDE}")
+ endforeach()
+ list(REMOVE_DUPLICATES GCOVR_EXCLUDES)
+
+ # Combine excludes to several -e arguments
+ set(GCOVR_EXCLUDE_ARGS "")
+ foreach(EXCLUDE ${GCOVR_EXCLUDES})
+ list(APPEND GCOVR_EXCLUDE_ARGS "-e")
+ list(APPEND GCOVR_EXCLUDE_ARGS "${EXCLUDE}")
+ endforeach()
+
+ # Set up commands which will be run to generate coverage data
+ # Run tests
+ set(GCOVR_HTML_EXEC_TESTS_CMD
+ ${Coverage_EXECUTABLE} ${Coverage_EXECUTABLE_ARGS}
+ )
+ # Create folder
+ set(GCOVR_HTML_FOLDER_CMD
+ ${CMAKE_COMMAND} -E make_directory ${PROJECT_BINARY_DIR}/${Coverage_NAME}
+ )
+ # Running gcovr
+ set(GCOVR_HTML_CMD
+ ${GCOVR_PATH} --html ${Coverage_NAME}/index.html --html-details -r ${BASEDIR} ${GCOVR_ADDITIONAL_ARGS}
+ ${GCOVR_EXCLUDE_ARGS} --object-directory=${PROJECT_BINARY_DIR}
+ )
+
+ if(CODE_COVERAGE_VERBOSE)
+ message(STATUS "Executed command report")
+
+ message(STATUS "Command to run tests: ")
+ string(REPLACE ";" " " GCOVR_HTML_EXEC_TESTS_CMD_SPACED "${GCOVR_HTML_EXEC_TESTS_CMD}")
+ message(STATUS "${GCOVR_HTML_EXEC_TESTS_CMD_SPACED}")
+
+ message(STATUS "Command to create a folder: ")
+ string(REPLACE ";" " " GCOVR_HTML_FOLDER_CMD_SPACED "${GCOVR_HTML_FOLDER_CMD}")
+ message(STATUS "${GCOVR_HTML_FOLDER_CMD_SPACED}")
+
+ message(STATUS "Command to generate gcovr HTML coverage data: ")
+ string(REPLACE ";" " " GCOVR_HTML_CMD_SPACED "${GCOVR_HTML_CMD}")
+ message(STATUS "${GCOVR_HTML_CMD_SPACED}")
+ endif()
+
+ add_custom_target(${Coverage_NAME}
+ COMMAND ${GCOVR_HTML_EXEC_TESTS_CMD}
+ COMMAND ${GCOVR_HTML_FOLDER_CMD}
+ COMMAND ${GCOVR_HTML_CMD}
+
+ BYPRODUCTS ${PROJECT_BINARY_DIR}/${Coverage_NAME}/index.html # report directory
+ WORKING_DIRECTORY ${PROJECT_BINARY_DIR}
+ DEPENDS ${Coverage_DEPENDENCIES}
+ VERBATIM # Protect arguments to commands
+ COMMENT "Running gcovr to produce HTML code coverage report."
+ )
+
+ # Show info where to find the report
+ add_custom_command(TARGET ${Coverage_NAME} POST_BUILD
+ COMMAND ;
+ COMMENT "Open ./${Coverage_NAME}/index.html in your browser to view the coverage report."
+ )
+
+endfunction() # setup_target_for_coverage_gcovr_html
+
+# Defines a target for running and collection code coverage information
+# Builds dependencies, runs the given executable and outputs reports.
+# NOTE! The executable should always have a ZERO as exit code otherwise
+# the coverage generation will not complete.
+#
+# setup_target_for_coverage_fastcov(
+# NAME testrunner_coverage # New target name
+# EXECUTABLE testrunner -j ${PROCESSOR_COUNT} # Executable in PROJECT_BINARY_DIR
+# DEPENDENCIES testrunner # Dependencies to build first
+# BASE_DIRECTORY "../" # Base directory for report
+# # (defaults to PROJECT_SOURCE_DIR)
+# EXCLUDE "src/dir1/" "src/dir2/" # Patterns to exclude.
+# NO_DEMANGLE # Don't demangle C++ symbols
+# # even if c++filt is found
+# SKIP_HTML # Don't create html report
+# POST_CMD perl -i -pe s!${PROJECT_SOURCE_DIR}/!!g ctest_coverage.json # E.g. for stripping source dir from file paths
+# )
+function(setup_target_for_coverage_fastcov)
+
+ set(options NO_DEMANGLE SKIP_HTML)
+ set(oneValueArgs BASE_DIRECTORY NAME)
+ set(multiValueArgs EXCLUDE EXECUTABLE EXECUTABLE_ARGS DEPENDENCIES FASTCOV_ARGS GENHTML_ARGS POST_CMD)
+ cmake_parse_arguments(Coverage "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
+ if(NOT FASTCOV_PATH)
+ message(FATAL_ERROR "fastcov not found! Aborting...")
+ endif()
+
+ if(NOT Coverage_SKIP_HTML AND NOT GENHTML_PATH)
+ message(FATAL_ERROR "genhtml not found! Aborting...")
+ endif()
+
+ # Set base directory (as absolute path), or default to PROJECT_SOURCE_DIR
+ if(Coverage_BASE_DIRECTORY)
+ get_filename_component(BASEDIR ${Coverage_BASE_DIRECTORY} ABSOLUTE)
+ else()
+ set(BASEDIR ${PROJECT_SOURCE_DIR})
+ endif()
+
+ # Collect excludes (Patterns, not paths, for fastcov)
+ set(FASTCOV_EXCLUDES "")
+ foreach(EXCLUDE ${Coverage_EXCLUDE} ${COVERAGE_EXCLUDES} ${COVERAGE_FASTCOV_EXCLUDES})
+ list(APPEND FASTCOV_EXCLUDES "${EXCLUDE}")
+ endforeach()
+ list(REMOVE_DUPLICATES FASTCOV_EXCLUDES)
+
+ # Conditional arguments
+ if(CPPFILT_PATH AND NOT ${Coverage_NO_DEMANGLE})
+ set(GENHTML_EXTRA_ARGS "--demangle-cpp")
+ endif()
+
+ # Set up commands which will be run to generate coverage data
+ set(FASTCOV_EXEC_TESTS_CMD ${Coverage_EXECUTABLE} ${Coverage_EXECUTABLE_ARGS})
+
+ set(FASTCOV_CAPTURE_CMD ${FASTCOV_PATH} ${Coverage_FASTCOV_ARGS} --gcov ${GCOV_PATH}
+ --search-directory ${BASEDIR}
+ --process-gcno
+ --output ${Coverage_NAME}.json
+ --exclude ${FASTCOV_EXCLUDES}
+ )
+
+ set(FASTCOV_CONVERT_CMD ${FASTCOV_PATH}
+ -C ${Coverage_NAME}.json --lcov --output ${Coverage_NAME}.info
+ )
+
+ if(Coverage_SKIP_HTML)
+ set(FASTCOV_HTML_CMD ";")
+ else()
+ set(FASTCOV_HTML_CMD ${GENHTML_PATH} ${GENHTML_EXTRA_ARGS} ${Coverage_GENHTML_ARGS}
+ -o ${Coverage_NAME} ${Coverage_NAME}.info
+ )
+ endif()
+
+ set(FASTCOV_POST_CMD ";")
+ if(Coverage_POST_CMD)
+ set(FASTCOV_POST_CMD ${Coverage_POST_CMD})
+ endif()
+
+ if(CODE_COVERAGE_VERBOSE)
+ message(STATUS "Code coverage commands for target ${Coverage_NAME} (fastcov):")
+
+ message(" Running tests:")
+ string(REPLACE ";" " " FASTCOV_EXEC_TESTS_CMD_SPACED "${FASTCOV_EXEC_TESTS_CMD}")
+ message(" ${FASTCOV_EXEC_TESTS_CMD_SPACED}")
+
+ message(" Capturing fastcov counters and generating report:")
+ string(REPLACE ";" " " FASTCOV_CAPTURE_CMD_SPACED "${FASTCOV_CAPTURE_CMD}")
+ message(" ${FASTCOV_CAPTURE_CMD_SPACED}")
+
+ message(" Converting fastcov .json to lcov .info:")
+ string(REPLACE ";" " " FASTCOV_CONVERT_CMD_SPACED "${FASTCOV_CONVERT_CMD}")
+ message(" ${FASTCOV_CONVERT_CMD_SPACED}")
+
+ if(NOT Coverage_SKIP_HTML)
+ message(" Generating HTML report: ")
+ string(REPLACE ";" " " FASTCOV_HTML_CMD_SPACED "${FASTCOV_HTML_CMD}")
+ message(" ${FASTCOV_HTML_CMD_SPACED}")
+ endif()
+ if(Coverage_POST_CMD)
+ message(" Running post command: ")
+ string(REPLACE ";" " " FASTCOV_POST_CMD_SPACED "${FASTCOV_POST_CMD}")
+ message(" ${FASTCOV_POST_CMD_SPACED}")
+ endif()
+ endif()
+
+ # Setup target
+ add_custom_target(${Coverage_NAME}
+
+ # Cleanup fastcov
+ COMMAND ${FASTCOV_PATH} ${Coverage_FASTCOV_ARGS} --gcov ${GCOV_PATH}
+ --search-directory ${BASEDIR}
+ --zerocounters
+
+ COMMAND ${FASTCOV_EXEC_TESTS_CMD}
+ COMMAND ${FASTCOV_CAPTURE_CMD}
+ COMMAND ${FASTCOV_CONVERT_CMD}
+ COMMAND ${FASTCOV_HTML_CMD}
+ COMMAND ${FASTCOV_POST_CMD}
+
+ # Set output files as GENERATED (will be removed on 'make clean')
+ BYPRODUCTS
+ ${Coverage_NAME}.info
+ ${Coverage_NAME}.json
+ ${Coverage_NAME}/index.html # report directory
+
+ WORKING_DIRECTORY ${PROJECT_BINARY_DIR}
+ DEPENDS ${Coverage_DEPENDENCIES}
+ VERBATIM # Protect arguments to commands
+ COMMENT "Resetting code coverage counters to zero. Processing code coverage counters and generating report."
+ )
+
+ set(INFO_MSG "fastcov code coverage info report saved in ${Coverage_NAME}.info and ${Coverage_NAME}.json.")
+ if(NOT Coverage_SKIP_HTML)
+ string(APPEND INFO_MSG " Open ${PROJECT_BINARY_DIR}/${Coverage_NAME}/index.html in your browser to view the coverage report.")
+ endif()
+ # Show where to find the fastcov info report
+ add_custom_command(TARGET ${Coverage_NAME} POST_BUILD
+ COMMAND ${CMAKE_COMMAND} -E echo ${INFO_MSG}
+ )
+
+endfunction() # setup_target_for_coverage_fastcov
+
+function(append_coverage_compiler_flags)
+ set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${COVERAGE_COMPILER_FLAGS}" PARENT_SCOPE)
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${COVERAGE_COMPILER_FLAGS}" PARENT_SCOPE)
+ set(CMAKE_Fortran_FLAGS "${CMAKE_Fortran_FLAGS} ${COVERAGE_COMPILER_FLAGS}" PARENT_SCOPE)
+ message(STATUS "Appending code coverage compiler flags: ${COVERAGE_COMPILER_FLAGS}")
+endfunction() # append_coverage_compiler_flags
+
+# Setup coverage for specific library
+function(append_coverage_compiler_flags_to_target name)
+ separate_arguments(_flag_list NATIVE_COMMAND "${COVERAGE_COMPILER_FLAGS}")
+ target_compile_options(${name} PRIVATE ${_flag_list})
+ if(CMAKE_C_COMPILER_ID STREQUAL "GNU" OR CMAKE_Fortran_COMPILER_ID STREQUAL "GNU")
+ target_link_libraries(${name} PRIVATE gcov)
+ endif()
+endfunction()
diff --git a/cmake/PybindModuleCreation.cmake b/cmake/PybindModuleCreation.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..87e70fc38c9e4ec4ddb44cbe5d7fb2a31c2e94d6
--- /dev/null
+++ b/cmake/PybindModuleCreation.cmake
@@ -0,0 +1,21 @@
+function(generate_python_binding name target_to_bind)
+ add_definitions(-DPYBIND)
+ Include(FetchContent)
+
+ FetchContent_Declare(
+ PyBind11
+ GIT_REPOSITORY https://github.com/pybind/pybind11.git
+ GIT_TAG v2.10.4 # 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 ${name}")
+ file(GLOB_RECURSE pybind_src_files "python_binding/*.cpp")
+
+ pybind11_add_module(${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})
+endfunction()
diff --git a/include/aidge/QuantPTQ.hpp b/include/aidge/QuantPTQ.hpp
index 2967f9b0881a52400756a1778e7a98490f31f570..e1efa9a41219f27901d0f64a2ed4c2806232202a 100644
--- a/include/aidge/QuantPTQ.hpp
+++ b/include/aidge/QuantPTQ.hpp
@@ -25,9 +25,9 @@
#include <cstdint>
#include <unordered_map>
-using namespace Aidge;
+//using namespace Aidge;
-namespace Aidge_HELPER{
+namespace Aidge{
float getCellThreshold(std::shared_ptr<Node> node);
float getMaxParentsScaling(std::shared_ptr<Node> node);
@@ -36,7 +36,7 @@ namespace Aidge_HELPER{
long double quantizeFreeParams(std::shared_ptr<Node> node, std::size_t nbBits, std::unordered_map<std::string, long double> biasScalings, bool verbose);
long double quantizeActivation(std::shared_ptr<Node> node, std::size_t nbBits, std::unordered_map<std::string, long double> biasScalings, std::unordered_map<std::string, long double> activationScalings, bool verbose);
void quantizeNetwork(std::vector<std::shared_ptr<Node>> orderedGraphView, std::size_t nbBits, bool verbose);
- //void quantizeNetwork(std::shared_ptr<GraphView> graphView, std::size_t nbBits, bool verbose);
+ // void quantizeNetwork(std::shared_ptr<GraphView> graphView, std::size_t nbBits, bool verbose);
}
#endif /* QuantPTQ_H_ */
diff --git a/python_binding/pybind_QuantPTQ.cpp b/python_binding/pybind_QuantPTQ.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..c89605e6c5a5d7535e60524ea7309438de30809f
--- /dev/null
+++ b/python_binding/pybind_QuantPTQ.cpp
@@ -0,0 +1,38 @@
+/********************************************************************************
+ * Copyright (c) 2023 CEA-List
+ *
+ * This program and the accompanying materials are made available under the
+ * terms of the Eclipse Public License 2.0 which is available at
+ * http://www.eclipse.org/legal/epl-2.0.
+ *
+ * SPDX-License-Identifier: EPL-2.0
+ *
+ ********************************************************************************/
+
+#include <pybind11/pybind11.h>
+#include <pybind11/stl.h>
+
+#include <string>
+
+#include "aidge/QuantPTQ.hpp"
+
+namespace py = pybind11;
+
+namespace Aidge {
+void init_QuantPTQ(py::module &m) {
+ m.def("quantize_network", &quantizeNetwork, py::arg("ordered_graph_view"), py::arg("nb_bits")=8, py::arg("verbose")=false, R"mydelimiter(
+ void quantizeNetwork(std::vector<std::shared_ptr<Node>> orderedGraphView, std::size_t nbBits, bool verbose){
+ Parameters
+ ----------
+ std::vector<std::shared_ptr<Node>> orderedGraphView: Ordered Graph View,
+ std::size_t nbBits : number of bits
+ bool verbose : print debug messages
+ )mydelimiter");
+
+}
+
+PYBIND11_MODULE(aidge_quantization, m) {
+ init_QuantPTQ(m);
+}
+
+} // namespace Aidge
diff --git a/src/QuantPTQ.cpp b/src/QuantPTQ.cpp
index 1a32faa3c703e0668250c0ebde5cede3cb4f1bd7..770418345c6fef0038955a386e173c75f3a250e0 100644
--- a/src/QuantPTQ.cpp
+++ b/src/QuantPTQ.cpp
@@ -20,13 +20,14 @@
#include <unordered_map>
#include "aidge/QuantPTQ.hpp"
-using namespace Aidge;
+//using namespace Aidge;
#include "aidge/hook/outputRange.hpp"
#include "aidge/operator/Scaling.hpp"
#include "aidge/graph/GraphView.hpp"
-namespace Aidge_HELPER{
+//namespace Aidge_HELPER{
+namespace Aidge{
//getMaxParentsScaling
long double getMaxParentsScaling(std::shared_ptr<Node> node,
@@ -385,8 +386,43 @@ void N2D2::DeepNetQuantization::quantizeActivations(
fuseScalingCells();
}
+
+
+//TODO: add this !!!
+double N2D2::DeepNetQuantization::getActivationQuantizationScaling(const Cell& cell, std::size_t nbBits) const {
+ const double unsignedMax = std::pow(2, nbBits) - 1;
+ const double signedMax = std::pow(2, nbBits - 1) - 1;
+
+ const Cell_Frame_Top& cellFrame = dynamic_cast<const Cell_Frame_Top&>(cell);
+ const std::shared_ptr<Activation>& activation = cellFrame.getActivation();
+
+ if(!activation || cell.getType() == ElemWiseCell::Type || cell.getType() == ActivationCell::Type) {
+ return 1.0;
+ }
+
+ const std::string activationType = activation->getType();
+
+ if(activationType == LogisticActivation::Type ||
+ activationType == LogisticActivation::TypeWithLoss)
+ {
+ return 2*(DeepNetExport::isCellInputsUnsigned(cell, mDeepNet)?
+ signedMax*unsignedMax/signedMax:
+ signedMax*signedMax/signedMax);
+ }
+ else if(DeepNetExport::isCellOutputUnsigned(cell, mDeepNet)) {
+ return DeepNetExport::isCellInputsUnsigned(cell, mDeepNet)?
+ signedMax*unsignedMax/unsignedMax:
+ signedMax*signedMax/unsignedMax;
+ }
+ else {
+ return DeepNetExport::isCellInputsUnsigned(cell, mDeepNet)?
+ signedMax*unsignedMax/signedMax:
+ signedMax*signedMax/signedMax;
+ }
+}
+
*/
-long double quantizeActivation(std::shared_ptr<Node> node, std::size_t nbBits, std::unordered_map<std::string, long double> biasScalings, std::unordered_map<std::string, long double> activationScalings, bool verbose){
+long double quantizeActivation(std::shared_ptr<Node> node, std::size_t /*nbBits*/, std::unordered_map<std::string, long double> biasScalings, std::unordered_map<std::string, long double> activationScalings, bool /*verbose*/){
const long double prevActivationScaling = getMaxParentsScaling(node, activationScalings);
rescaleParentsToScaling(node, activationScalings, prevActivationScaling);
diff --git a/unit_tests/Test_QuantPTQ.cpp b/unit_tests/Test_QuantPTQ.cpp
index b3e00739930f507075dae1dfbfd0ed3971ad7c1c..5f1b3f35e93e3833ac4cb8e58b7608f4adfd3bf9 100644
--- a/unit_tests/Test_QuantPTQ.cpp
+++ b/unit_tests/Test_QuantPTQ.cpp
@@ -15,7 +15,7 @@
#include <unordered_map>
using namespace Aidge;
-using namespace Aidge_HELPER;
+//using namespace Aidge_HELPER;
TEST_CASE("[aidge_module_template/ref_cpp/quantization] PTQ : Quantize Graph") {
diff --git a/unit_tests/hook/Test_execTime.cpp b/unit_tests/hook/Test_execTime.cpp
index 26dce611bc691cd7fe6e1bc6bdf3b5c6d233541f..a9fb8bde0d1bd5d64f20a8ddb6ad2f64a9a38daa 100644
--- a/unit_tests/hook/Test_execTime.cpp
+++ b/unit_tests/hook/Test_execTime.cpp
@@ -6,7 +6,7 @@
#include "aidge/hook/execTime.hpp"
using namespace Aidge;
-using namespace Aidge_HELPER;
+//using namespace Aidge_HELPER;
#include <iostream>
#include <ctime>
diff --git a/unit_tests/hook/Test_outputRange.cpp b/unit_tests/hook/Test_outputRange.cpp
index 2d84d04a8aede72bf1e2252effd678e8a9c1b13c..18916e9c392314232c6f30f6c7711730efe31c64 100644
--- a/unit_tests/hook/Test_outputRange.cpp
+++ b/unit_tests/hook/Test_outputRange.cpp
@@ -10,7 +10,7 @@
#include "aidge/hook/outputRange.hpp"
using namespace Aidge;
-using namespace Aidge_HELPER;
+//using namespace Aidge_HELPER;
TEST_CASE("[hook] OutputRange(forward)") {
std::shared_ptr<Node> myConv1 = Conv(3,4,{3,3}, "myConv1");