diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..651acd6fe1a58edc0b6f2c446e48e4bc4e4a8750
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,18 @@
+###############################################################################
+# Aidge Continious Integration and Continious Deployment #
+# #
+###############################################################################
+
+stages:
+ # Analyse code
+ - static_analysis
+ # Build Aidge
+ - build
+ # Unit test stage
+ - test
+
+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'
diff --git a/.gitlab/ci/_global.gitlab-ci.yml b/.gitlab/ci/_global.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..6f34fe701df035e68ce49825fde0ff88449a9637
--- /dev/null
+++ b/.gitlab/ci/_global.gitlab-ci.yml
@@ -0,0 +1,13 @@
+################################################################################
+# 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
+
+
+image: n2d2-ci/ubuntu20.04/cpu:latest
\ No newline at end of file
diff --git a/.gitlab/ci/build.gitlab-ci.yml b/.gitlab/ci/build.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..0c004a9f2dc9f4425a8e962d0c9d0e9fec83146e
--- /dev/null
+++ b/.gitlab/ci/build.gitlab-ci.yml
@@ -0,0 +1,33 @@
+build:ubuntu_cpp:
+ stage: build
+ tags:
+ - docker
+ image: n2d2-ci/ubuntu20.04/cpu:latest
+
+ script:
+ - mkdir -p build_cpp
+ - mkdir -p install_cpp
+ - cd build_cpp
+ - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON ..
+ - make -j4 all install
+
+ artifacts:
+ paths:
+ - build_cpp/
+ - install_cpp/
+
+build:ubuntu_python:
+ stage: build
+ tags:
+ - docker
+ image: n2d2-ci/ubuntu20.04/cpu:latest
+
+ script:
+ - python3 -m pip install virtualenv
+ - virtualenv venv
+ - source venv/bin/activate
+ - export AIDGE_INSTALL=`pwd`/install
+ - python3 -m pip install .
+ artifacts:
+ paths:
+ - venv/
\ No newline at end of file
diff --git a/.gitlab/ci/static_analysis.gitlab-ci.yml b/.gitlab/ci/static_analysis.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..f7c09a33a65801fb25b1f20f76eac5a7a7952917
--- /dev/null
+++ b/.gitlab/ci/static_analysis.gitlab-ci.yml
@@ -0,0 +1,37 @@
+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=.
+ - python3 -m pip install -U cppcheck_codequality
+ - cppcheck-codequality --input-file=cppcheck-result.xml --output-file=cppcheck.json
+ - mkdir -p public/cpp
+ - mv $CI_COMMIT_REF_NAME public/cpp/
+ artifacts:
+ paths:
+ - public
+ reports:
+ codequality: cppcheck.json
+
+static_analysis:python:
+ stage: static_analysis
+ tags:
+ - static_analysis
+ allow_failure: true
+ script:
+ - pip install pylint
+ - pip install pylint-gitlab
+ - pylint --rcfile=.pylintrc --exit-zero --output-format=pylint_gitlab.GitlabCodeClimateReporter aidge_core/ > codeclimate.json
+ - pylint --rcfile=.pylintrc --exit-zero --output-format=pylint_gitlab.GitlabPagesHtmlReporter aidge_core/ > pylint.html
+ - mkdir -p public/python/$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
diff --git a/.gitlab/ci/test.gitlab-ci.yml b/.gitlab/ci/test.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..c85683f889fbc3b5d6af366642d0932d5e2ce9a1
--- /dev/null
+++ b/.gitlab/ci/test.gitlab-ci.yml
@@ -0,0 +1,23 @@
+test:ubuntu_cpp:
+ stage: test
+ needs: ["build:ubuntu_cpp"]
+ tags:
+ - docker
+ image: n2d2-ci/ubuntu20.04/cpu:latest
+ script:
+ - cd build_cpp
+ - ctest --output-on-failure
+
+test:ubuntu_python:
+ stage: test
+ needs: ["build:ubuntu_python"]
+ tags:
+ - docker
+ image: n2d2-ci/ubuntu20.04/cpu:latest
+ script:
+ - source venv/bin/activate
+ - cd aidge_core
+ - 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 unittest discover -s unit_tests/ -v -b 1> /dev/null
diff --git a/.pylintrc b/.pylintrc
new file mode 100644
index 0000000000000000000000000000000000000000..03c0cf31f3e63bcae09a45e9a8e6694a78d2f4b1
--- /dev/null
+++ b/.pylintrc
@@ -0,0 +1,644 @@
+[MASTER]
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code.
+extension-pkg-allow-list= aidge_core, torch, tensorflow
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code. (This is an alternative name to extension-pkg-allow-list
+# for backward compatibility.)
+extension-pkg-whitelist=
+
+# Return non-zero exit code if any of these messages/categories are detected,
+# even if score is above --fail-under value. Syntax same as enable. Messages
+# specified are enabled, while categories only check already-enabled messages.
+fail-on=
+
+# Specify a score threshold to be exceeded before program exits with error.
+fail-under=0.0
+
+# Files or directories to be skipped. They should be base names, not paths.
+ignore=CVS
+
+# Add files or directories matching the regex patterns to the ignore-list. The
+# regex matches against paths.
+ignore-paths=
+
+# Files or directories matching the regex patterns are skipped. The regex
+# matches against base names, not paths.
+ignore-patterns=
+
+# Python code to execute, usually for sys.path manipulation such as
+# pygtk.require().
+#init-hook=
+
+# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
+# number of processors available to use.
+jobs=1
+
+# Control the amount of potential inferred values when inferring a single
+# object. This can help the performance when dealing with large functions or
+# complex, nested conditions.
+limit-inference-results=100
+
+# List of plugins (as comma separated values of python module names) to load,
+# usually to register additional checkers.
+load-plugins=
+
+# Pickle collected data for later comparisons.
+persistent=yes
+
+# When enabled, pylint would attempt to guess common misconfiguration and emit
+# user-friendly hints instead of false-positive error messages.
+suggestion-mode=yes
+
+# Allow loading of arbitrary C extensions. Extensions are imported into the
+# active Python interpreter and may run arbitrary code.
+unsafe-load-any-extension=no
+
+
+[MESSAGES CONTROL]
+
+# Only show warnings with the listed confidence levels. Leave empty to show
+# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED.
+confidence=
+
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once). You can also use "--disable=all" to
+# disable everything first and then reenable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use "--disable=all --enable=classes
+# --disable=W".
+disable=print-statement,
+ parameter-unpacking,
+ unpacking-in-except,
+ old-raise-syntax,
+ backtick,
+ long-suffix,
+ old-ne-operator,
+ old-octal-literal,
+ import-star-module-level,
+ non-ascii-bytes-literal,
+ raw-checker-failed,
+ bad-inline-option,
+ locally-disabled,
+ file-ignored,
+ suppressed-message,
+ useless-suppression,
+ deprecated-pragma,
+ use-symbolic-message-instead,
+ apply-builtin,
+ basestring-builtin,
+ buffer-builtin,
+ cmp-builtin,
+ coerce-builtin,
+ execfile-builtin,
+ file-builtin,
+ long-builtin,
+ raw_input-builtin,
+ reduce-builtin,
+ standarderror-builtin,
+ unicode-builtin,
+ xrange-builtin,
+ coerce-method,
+ delslice-method,
+ getslice-method,
+ setslice-method,
+ no-absolute-import,
+ old-division,
+ dict-iter-method,
+ dict-view-method,
+ next-method-called,
+ metaclass-assignment,
+ indexing-exception,
+ raising-string,
+ reload-builtin,
+ oct-method,
+ hex-method,
+ nonzero-method,
+ cmp-method,
+ input-builtin,
+ round-builtin,
+ intern-builtin,
+ unichr-builtin,
+ map-builtin-not-iterating,
+ zip-builtin-not-iterating,
+ range-builtin-not-iterating,
+ filter-builtin-not-iterating,
+ using-cmp-argument,
+ eq-without-hash,
+ div-method,
+ idiv-method,
+ rdiv-method,
+ exception-message-attribute,
+ invalid-str-codec,
+ sys-max-int,
+ bad-python3-import,
+ deprecated-string-function,
+ deprecated-str-translate-call,
+ deprecated-itertools-function,
+ deprecated-types-field,
+ next-method-defined,
+ dict-items-not-iterating,
+ dict-keys-not-iterating,
+ dict-values-not-iterating,
+ deprecated-operator-function,
+ deprecated-urllib-function,
+ xreadlines-attribute,
+ deprecated-sys-function,
+ exception-escape,
+ comprehension-escape,
+ c-extension-no-member,
+ too-many-locals,
+ missing-class-docstring,
+ missing-function-docstring,
+ too-many-ancestor,
+ too-many-arguments,
+ protected-access,
+ too-many-branches,
+ too-many-ancestors,
+ wrong-import-order,
+ wrong-import-position,
+
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+enable=c-extension-no-member
+
+
+[REPORTS]
+
+# Python expression which should return a score less than or equal to 10. You
+# have access to the variables 'error', 'warning', 'refactor', and 'convention'
+# which contain the number of messages in each category, as well as 'statement'
+# which is the total number of statements analyzed. This score is used by the
+# global evaluation report (RP0004).
+evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
+
+# Template used to display messages. This is a python new-style format string
+# used to format the message information. See doc for all details.
+#msg-template=
+
+# Set the output format. Available formats are text, parseable, colorized, json
+# and msvs (visual studio). You can also give a reporter class, e.g.
+# mypackage.mymodule.MyReporterClass.
+output-format=text
+
+# Tells whether to display a full report or only the messages.
+reports=no
+
+# Activate the evaluation score.
+score=yes
+
+
+[REFACTORING]
+
+# Maximum number of nested blocks for function / method body
+max-nested-blocks=5
+
+# Complete name of functions that never returns. When checking for
+# inconsistent-return-statements if a never returning function is called then
+# it will be considered as an explicit return statement and no message will be
+# printed.
+never-returning-functions=sys.exit,argparse.parse_error
+
+
+[BASIC]
+
+# Naming style matching correct argument names.
+argument-naming-style=snake_case
+
+# Regular expression matching correct argument names. Overrides argument-
+# naming-style.
+#argument-rgx=
+
+# Naming style matching correct attribute names.
+attr-naming-style=snake_case
+
+# Regular expression matching correct attribute names. Overrides attr-naming-
+# style.
+#attr-rgx=
+
+# Bad variable names which should always be refused, separated by a comma.
+bad-names=foo,
+ bar,
+ baz,
+ toto,
+ tutu,
+ tata
+
+# Bad variable names regexes, separated by a comma. If names match any regex,
+# they will always be refused
+bad-names-rgxs=
+
+# Naming style matching correct class attribute names.
+class-attribute-naming-style=any
+
+# Regular expression matching correct class attribute names. Overrides class-
+# attribute-naming-style.
+#class-attribute-rgx=
+
+# Naming style matching correct class constant names.
+class-const-naming-style=UPPER_CASE
+
+# Regular expression matching correct class constant names. Overrides class-
+# const-naming-style.
+#class-const-rgx=
+
+# Naming style matching correct class names.
+class-naming-style=PascalCase
+
+# Regular expression matching correct class names. Overrides class-naming-
+# style.
+#class-rgx=
+
+# Naming style matching correct constant names.
+const-naming-style=UPPER_CASE
+
+# Regular expression matching correct constant names. Overrides const-naming-
+# style.
+#const-rgx=
+
+# Minimum line length for functions/classes that require docstrings, shorter
+# ones are exempt.
+docstring-min-length=-1
+
+# Naming style matching correct function names.
+function-naming-style=snake_case
+
+# Regular expression matching correct function names. Overrides function-
+# naming-style.
+#function-rgx=
+
+# Good variable names which should always be accepted, separated by a comma.
+good-names=i,
+ j,
+ k,
+ ex,
+ Run,
+ _,
+
+# Good variable names regexes, separated by a comma. If names match any regex,
+# they will always be accepted
+good-names-rgxs=
+
+# Include a hint for the correct naming format with invalid-name.
+include-naming-hint=no
+
+# Naming style matching correct inline iteration names.
+inlinevar-naming-style=any
+
+# Regular expression matching correct inline iteration names. Overrides
+# inlinevar-naming-style.
+#inlinevar-rgx=
+
+# Naming style matching correct method names.
+method-naming-style=snake_case
+
+# Regular expression matching correct method names. Overrides method-naming-
+# style.
+#method-rgx=
+
+# Naming style matching correct module names.
+module-naming-style=snake_case
+
+# Regular expression matching correct module names. Overrides module-naming-
+# style.
+#module-rgx=
+
+# Colon-delimited sets of names that determine each other's naming style when
+# the name regexes allow several styles.
+name-group=
+
+# Regular expression which should only match function or class names that do
+# not require a docstring.
+no-docstring-rgx=^_
+
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties.
+# These decorators are taken in consideration only for invalid-name.
+property-classes=abc.abstractproperty
+
+# Naming style matching correct variable names.
+variable-naming-style=snake_case
+
+# Regular expression matching correct variable names. Overrides variable-
+# naming-style.
+#variable-rgx=
+
+
+[FORMAT]
+
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+expected-line-ending-format=
+
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines=^\s*(# )?<?https?://\S+>?$
+
+# Number of spaces of indent required inside a hanging or continued line.
+indent-after-paren=4
+
+# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1
+# tab).
+indent-string=' '
+
+# Maximum number of characters on a single line.
+max-line-length=200
+
+# Maximum number of lines in a module.
+max-module-lines=1000
+
+# Allow the body of a class to be on the same line as the declaration if body
+# contains single statement.
+single-line-class-stmt=no
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt=no
+
+
+[LOGGING]
+
+# The type of string formatting that logging methods do. `old` means using %
+# formatting, `new` is for `{}` formatting.
+logging-format-style=old
+
+# Logging modules to check that the string format arguments are in logging
+# function parameter format.
+logging-modules=logging
+
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,
+ XXX,
+ TODO
+
+# Regular expression of note tags to take in consideration.
+#notes-rgx=
+
+
+[SIMILARITIES]
+
+# Comments are removed from the similarity computation
+ignore-comments=yes
+
+# Docstrings are removed from the similarity computation
+ignore-docstrings=yes
+
+# Imports are removed from the similarity computation
+ignore-imports=no
+
+# Signatures are removed from the similarity computation
+ignore-signatures=no
+
+# Minimum lines number of a similarity.
+min-similarity-lines=4
+
+
+[SPELLING]
+
+# Limits count of emitted suggestions for spelling mistakes.
+max-spelling-suggestions=4
+
+# Spelling dictionary name. Available dictionaries: none. To make it work,
+# install the 'python-enchant' package.
+spelling-dict=
+
+# List of comma separated words that should be considered directives if they
+# appear and the beginning of a comment and should not be checked.
+spelling-ignore-comment-directives=fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:
+
+# List of comma separated words that should not be checked.
+spelling-ignore-words=
+
+# A path to a file that contains the private dictionary; one word per line.
+spelling-private-dict-file=
+
+# Tells whether to store unknown words to the private dictionary (see the
+# --spelling-private-dict-file option) instead of raising a message.
+spelling-store-unknown-words=no
+
+
+[STRING]
+
+# This flag controls whether inconsistent-quotes generates a warning when the
+# character used as a quote delimiter is used inconsistently within a module.
+check-quote-consistency=no
+
+# This flag controls whether the implicit-str-concat should generate a warning
+# on implicit string concatenation in sequences defined over several lines.
+check-str-concat-over-line-jumps=no
+
+
+[TYPECHECK]
+
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators=contextlib.contextmanager
+
+# List of members which are set dynamically and missed by pylint inference
+# system, and so shouldn't trigger E1101 when accessed. Python regular
+# expressions are accepted.
+generated-members=
+
+# Tells whether missing members accessed in mixin class should be ignored. A
+# mixin class is detected if its name ends with "mixin" (case insensitive).
+ignore-mixin-members=yes
+
+# Tells whether to warn about missing members when the owner of the attribute
+# is inferred to be None.
+ignore-none=yes
+
+# This flag controls whether pylint should warn about no-member and similar
+# checks whenever an opaque object is returned when inferring. The inference
+# can return multiple potential results while evaluating a Python object, but
+# some branches might not be evaluated, which results in partial inference. In
+# that case, it might be useful to still emit no-member and other checks for
+# the rest of the inferred objects.
+ignore-on-opaque-inference=yes
+
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes=optparse.Values,
+ thread._local,
+ _thread._local,
+ aidge.global_variables,
+ aidge.cells.abstract_cell.Trainable,
+ torch,
+ tensorflow,
+
+# List of module names for which member attributes should not be checked
+# (useful for modules/projects where namespaces are manipulated during runtime
+# and thus existing member attributes cannot be deduced by static analysis). It
+# supports qualified module names, as well as Unix pattern matching.
+ignored-modules= aidge_core
+
+# Show a hint with possible names when a member name was not found. The aspect
+# of finding the hint is based on edit distance.
+missing-member-hint=yes
+
+# The minimum edit distance a name should have in order to be considered a
+# similar match for a missing member name.
+missing-member-hint-distance=1
+
+# The total number of similar names that should be taken in consideration when
+# showing a hint for a missing member.
+missing-member-max-choices=1
+
+# List of decorators that change the signature of a decorated function.
+signature-mutators=
+
+
+[VARIABLES]
+
+# List of additional names supposed to be defined in builtins. Remember that
+# you should avoid defining new builtins when possible.
+additional-builtins=
+
+# Tells whether unused global variables should be treated as a violation.
+allow-global-unused-variables=yes
+
+# List of names allowed to shadow builtins
+allowed-redefined-builtins=
+
+# List of strings which can identify a callback function by name. A callback
+# name must start or end with one of those strings.
+callbacks=cb_,
+ _cb
+
+# A regular expression matching the name of dummy variables (i.e. expected to
+# not be used).
+dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
+
+# Argument names that match this expression will be ignored. Default to name
+# with leading underscore.
+ignored-argument-names=_.*|^ignored_|^unused_
+
+# Tells whether we should check for unused import in __init__ files.
+init-import=no
+
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io
+
+
+[CLASSES]
+
+# Warn about protected attribute access inside special methods
+check-protected-access-in-special-methods=no
+
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods=__init__,
+ __new__,
+ setUp,
+ __post_init__
+
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected=_asdict,
+ _fields,
+ _replace,
+ _source,
+ _make
+
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg=cls
+
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg=cls
+
+
+[DESIGN]
+
+# List of qualified class names to ignore when countint class parents (see
+# R0901)
+ignored-parents=
+
+# Maximum number of arguments for function / method.
+max-args=5
+
+# Maximum number of attributes for a class (see R0902).
+max-attributes=7
+
+# Maximum number of boolean expressions in an if statement (see R0916).
+max-bool-expr=5
+
+# Maximum number of branch for function / method body.
+max-branches=12
+
+# Maximum number of locals for function / method body.
+max-locals=15
+
+# Maximum number of parents for a class (see R0901).
+max-parents=7
+
+# Maximum number of public methods for a class (see R0904).
+max-public-methods=20
+
+# Maximum number of return / yield for function / method body.
+max-returns=6
+
+# Maximum number of statements in function / method body.
+max-statements=50
+
+# Minimum number of public methods for a class (see R0903).
+min-public-methods=2
+
+
+[IMPORTS]
+
+# List of modules that can be imported at any level, not just the top level
+# one.
+allow-any-import-level=
+
+# Allow wildcard imports from modules that define __all__.
+allow-wildcard-with-all=no
+
+# Analyse import fallback blocks. This can be used to support both Python 2 and
+# 3 compatible code, which means that the block might have code that exists
+# only in one or another interpreter, leading to false positives when analysed.
+analyse-fallback-blocks=no
+
+# Deprecated modules which should not be used, separated by a comma.
+deprecated-modules=
+
+# Output a graph (.gv or any supported image format) of external dependencies
+# to the given file (report RP0402 must not be disabled).
+ext-import-graph=
+
+# Output a graph (.gv or any supported image format) of all (i.e. internal and
+# external) dependencies to the given file (report RP0402 must not be
+# disabled).
+import-graph=
+
+# Output a graph (.gv or any supported image format) of internal dependencies
+# to the given file (report RP0402 must not be disabled).
+int-import-graph=
+
+# Force import order to recognize a module as part of the standard
+# compatibility libraries.
+known-standard-library=
+
+# Force import order to recognize a module as part of a third party library.
+known-third-party=enchant
+
+# Couples of modules and preferred modules, separated by a comma.
+preferred-modules=
+
+
+[EXCEPTIONS]
+
+# Exceptions that will emit a warning when being caught. Defaults to
+# "BaseException, Exception".
+overgeneral-exceptions=BaseException,
+ Exception
\ No newline at end of file
diff --git a/aidge_core/__init__.py b/aidge_core/__init__.py
index 8e0bef3a02be05199c0092461b920fe7e5d839dd..ad18a8ef1b23625dcb52951f52c43adc4222c997 100644
--- a/aidge_core/__init__.py
+++ b/aidge_core/__init__.py
@@ -1 +1,10 @@
-from aidge_core.aidge_core import * # import so generated by PyBind
\ No newline at end of file
+"""
+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
+"""
+from aidge_core.aidge_core import * # import so generated by PyBind
diff --git a/aidge_core/unit_tests/test_operator_binding.py b/aidge_core/unit_tests/test_operator_binding.py
new file mode 100644
index 0000000000000000000000000000000000000000..d095439d36ffa3f1370bfb8123b1edcaf7ea2be5
--- /dev/null
+++ b/aidge_core/unit_tests/test_operator_binding.py
@@ -0,0 +1,65 @@
+"""
+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
+"""
+
+import unittest
+import aidge_core
+
+class test_operator_binding(unittest.TestCase):
+ """Very basic test to make sure the python APi is not broken.
+ Can be remove in later stage of the developpement.
+ """
+ def setUp(self):
+ self.generic_operator = aidge_core.GenericOperator("FakeConv", 1, 1, 1).get_operator()
+
+ def tearDown(self):
+ pass
+
+ def test_default_name(self):
+ op_type = "Conv"
+ gop = aidge_core.GenericOperator(op_type, 1, 1, 1, "FictiveName")
+ # check node name is not operator type
+ self.assertNotEqual(gop.name(), "Conv")
+ # check node name is not default
+ self.assertNotEqual(gop.name(), "")
+
+ def test_param_bool(self):
+ self.generic_operator.add_parameter("bool", True)
+ self.assertEqual(self.generic_operator.get_parameter("bool"), True)
+
+ def test_param_int(self):
+ self.generic_operator.add_parameter("int", 1)
+ self.assertEqual(self.generic_operator.get_parameter("int"), 1)
+
+ def test_param_float(self):
+ self.generic_operator.add_parameter("float", 2.0)
+ self.assertEqual(self.generic_operator.get_parameter("float"), 2.0)
+
+ def test_param_str(self):
+ self.generic_operator.add_parameter("str", "value")
+ self.assertEqual(self.generic_operator.get_parameter("str"), "value")
+
+ def test_param_l_int(self):
+ self.generic_operator.add_parameter("l_int", [1,2,3])
+ self.assertEqual(self.generic_operator.get_parameter("l_int"), [1,2,3])
+
+ def test_param_l_bool(self):
+ self.generic_operator.add_parameter("l_bool", [True, False])
+ self.assertEqual(self.generic_operator.get_parameter("l_bool"), [True, False])
+
+ def test_param_l_float(self):
+ self.generic_operator.add_parameter("l_float", [2.0, 1.0])
+ self.assertEqual(self.generic_operator.get_parameter("l_float"), [2.0, 1.0])
+
+ def test_param_l_str(self):
+ self.generic_operator.add_parameter("l_str", ["ok"])
+ self.assertEqual(self.generic_operator.get_parameter("l_str"), ["ok"])
+
+if __name__ == '__main__':
+ unittest.main()
\ No newline at end of file
diff --git a/aidge_core/unit_tests/test_parameters.py b/aidge_core/unit_tests/test_parameters.py
new file mode 100644
index 0000000000000000000000000000000000000000..02c7598820d2429bc49ff9a2f02c8ee841783173
--- /dev/null
+++ b/aidge_core/unit_tests/test_parameters.py
@@ -0,0 +1,77 @@
+"""
+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
+"""
+
+import unittest
+import aidge_core
+
+class test_parameters(unittest.TestCase):
+ """Very basic test to make sure the python APi is not broken.
+ Can be remove in later stage of the developpement.
+ """
+ def setUp(self):
+ pass
+
+ def tearDown(self):
+ pass
+
+ def test_conv(self):
+ # TODO : test StrideDims & DilationDims when supported in ctor
+ in_channels = 4
+ out_channels = 8
+ k_dims = [2, 2]
+ conv_op = aidge_core.Conv2D(in_channels , out_channels, k_dims).get_operator()
+ self.assertEqual(conv_op.get("InChannels"), in_channels)
+ self.assertEqual(conv_op.get("OutChannels"), out_channels)
+ self.assertEqual(conv_op.get("KernelDims"), k_dims)
+
+ def test_fc(self):
+ out_channels = 8
+ nb_bias = True
+ fc_op = aidge_core.FC(out_channels, nb_bias).get_operator()
+ self.assertEqual(fc_op.get("OutChannels"), out_channels)
+ self.assertEqual(fc_op.get("NoBias"), nb_bias)
+
+ def test_matmul(self):
+ out_channels = 8
+ matmul_op = aidge_core.Matmul(out_channels).get_operator()
+ self.assertEqual(matmul_op.get("OutChannels"), out_channels)
+
+ def test_producer_1D(self):
+ dims = [5]
+ producer_op = aidge_core.Producer(dims).get_operator()
+ self.assertEqual(producer_op.dims(), dims)
+
+ def test_producer_2D(self):
+ dims = [10,5]
+ producer_op = aidge_core.Producer(dims).get_operator()
+ self.assertEqual(producer_op.dims(), dims)
+
+ def test_producer_3D(self):
+ dims = [1,10,5]
+ producer_op = aidge_core.Producer(dims).get_operator()
+ self.assertEqual(producer_op.dims(), dims)
+
+ def test_producer_4D(self):
+ dims = [12,1,10,5]
+ producer_op = aidge_core.Producer(dims).get_operator()
+ self.assertEqual(producer_op.dims(), dims)
+
+ def test_producer_5D(self):
+ dims = [2,12,1,10,5]
+ producer_op = aidge_core.Producer(dims).get_operator()
+ self.assertEqual(producer_op.dims(), dims)
+
+ def test_leaky_relu(self):
+ negative_slope = 0.25
+ leakyrelu_op = aidge_core.LeakyReLU(negative_slope).get_operator()
+ self.assertEqual(leakyrelu_op.get("NegativeSlope"), negative_slope)
+
+if __name__ == '__main__':
+ unittest.main()
diff --git a/python_binding/operator/pybind_FC.cpp b/python_binding/operator/pybind_FC.cpp
index 550f040210c219b2956313e0c3ea1cdce63429aa..82eaa0062b7db0e57da3d78d56e503e3a4beb19f 100644
--- a/python_binding/operator/pybind_FC.cpp
+++ b/python_binding/operator/pybind_FC.cpp
@@ -21,7 +21,7 @@ namespace py = pybind11;
namespace Aidge {
void declare_FC(py::module &m) {
- py::class_<FC_Op, std::shared_ptr<FC_Op>, Operator>(m, "FC_Op", py::multiple_inheritance());
+ py::class_<FC_Op, std::shared_ptr<FC_Op>, Operator, PyAbstractParametrizable>(m, "FC_Op", py::multiple_inheritance());
m.def("FC", &FC, py::arg("out_channels"), py::arg("nobias") = false, py::arg("name") = nullptr);
}
diff --git a/python_binding/operator/pybind_Matmul.cpp b/python_binding/operator/pybind_Matmul.cpp
index a26caeba326aba28490c15aa7264f4895640c3b3..c81845ca5e5ba3674356d16db660f4e3550e9004 100644
--- a/python_binding/operator/pybind_Matmul.cpp
+++ b/python_binding/operator/pybind_Matmul.cpp
@@ -21,7 +21,7 @@ namespace py = pybind11;
namespace Aidge {
void declare_Matmul(py::module &m) {
- py::class_<Matmul_Op, std::shared_ptr<Matmul_Op>, Operator>(m, "Matmul_Op", py::multiple_inheritance());
+ py::class_<Matmul_Op, std::shared_ptr<Matmul_Op>, Operator, PyAbstractParametrizable>(m, "Matmul_Op", py::multiple_inheritance());
m.def("Matmul", &Matmul, py::arg("out_channels"), py::arg("name") = nullptr);
}