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Motivation and Context

xadupre and others added 30 commits January 11, 2023 10:38
* Remove operators under development from the documentation

Signed-off-by: xadupre <[email protected]>

* type

Signed-off-by: xadupre <[email protected]>

* infer other opset to document

Signed-off-by: xadupre <[email protected]>

* automate last opset in documentation

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Armen Gabrielyan <[email protected]>

Signed-off-by: Armen Gabrielyan <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* Add missing f-string for DeprecatedWarningDict in mapping.py

Signed-off-by: jcwchen <[email protected]>

* future release instead of next

Signed-off-by: Chun-Wei Chen <[email protected]>

* remove unnecessary +

Signed-off-by: Chun-Wei Chen <[email protected]>

Signed-off-by: jcwchen <[email protected]>
Signed-off-by: Chun-Wei Chen <[email protected]>
* Fix reference implementation for ArgMin

Signed-off-by: xadupre <[email protected]>

* fix unit test

Signed-off-by: xadupre <[email protected]>

* fix one unit test in the backend

Signed-off-by: xadupre <[email protected]>

* fix method name

Signed-off-by: xadupre <[email protected]>

* fix minor bugs

Signed-off-by: xadupre <[email protected]>

* fix where

Signed-off-by: xadupre <[email protected]>

* improve error message

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* fix type issue

Signed-off-by: xadupre <[email protected]>

* fix recursive new ops

Signed-off-by: xadupre <[email protected]>

* add a unit test for check that new_ops is propagated through subgraphs

Signed-off-by: xadupre <[email protected]>

* remove one print used to debug

Signed-off-by: xadupre <[email protected]>

* fixes attributes in nested subgraph

Signed-off-by: xadupre <[email protected]>

* fix sequence map

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* fix conversion of default value into arrays

Signed-off-by: xadupre <[email protected]>

* improve code for reference Constant

Signed-off-by: xadupre <[email protected]>

* remove unused code

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* mypy

Signed-off-by: xadupre <[email protected]>

* fix lint

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Liqun Fu <[email protected]>

Signed-off-by: Liqun Fu <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* first operator ml

Signed-off-by: xadupre <[email protected]>

* rename file

Signed-off-by: xadupre <[email protected]>

* add missing import

Signed-off-by: xadupre <[email protected]>

* skip test if ONNX_ML is false

Signed-off-by: xadupre <[email protected]>

* add binarizer

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* add normalizer ...

Signed-off-by: xadupre <[email protected]>

* add label encoder

Signed-off-by: xadupre <[email protected]>

* add dict vectorizer

Signed-off-by: xadupre <[email protected]>

* add one hot encoder

Signed-off-by: xadupre <[email protected]>

* add linear models

Signed-off-by: xadupre <[email protected]>

* add tree ensemble regressor

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* fix missing values

Signed-off-by: xadupre <[email protected]>

* add svm regressor

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* add TreeEnsembleClassifier

Signed-off-by: xadupre <[email protected]>

* svm classifier

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* isort

Signed-off-by: xadupre <[email protected]>

* fix precision for one test on MacOS

Signed-off-by: xadupre <[email protected]>

* Finalize implementation of SVC

Signed-off-by: xadupre <[email protected]>

* add test for SVMClassifier + linear

Signed-off-by: xadupre <[email protected]>

* fix one class implementation

Signed-off-by: xadupre <[email protected]>

* remove unused nan

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Chun-Wei Chen <[email protected]>

Signed-off-by: Chun-Wei Chen <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* Update deprecated nptypes

Signed-off-by: p-wysocki <[email protected]>

* Update bernoulli test files

Signed-off-by: p-wysocki <[email protected]>

* Fix Bernoulli tests

Signed-off-by: p-wysocki <[email protected]>

* Apply CR comments

Signed-off-by: p-wysocki <[email protected]>

* Fix test files

Signed-off-by: p-wysocki <[email protected]>

* Fix tests

Signed-off-by: p-wysocki <[email protected]>

Signed-off-by: p-wysocki <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
* 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo
Signed-off-by: Aadith Warrier <[email protected]>

* 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo
Signed-off-by: Aadith Warrier <[email protected]>

* Fixed typo and changed function name to download_model_with_test_data

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with_test_data

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with_test_data, resolved style issues

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with_test_data,resolved style issues

Signed-off-by: Aadith Warrier <[email protected]>

* Changed string formatting to f-string

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with test_data.

Signed-off-by: Aadith Warrier <[email protected]>

* Update onnx/test/hub_test.py

Signed-off-by: Aadith Warrier <[email protected]>

Co-authored-by: Chun-Wei Chen <[email protected]>

* Updated hub.py

Signed-off-by: Aadith Warrier <[email protected]>

* Update hub.py

Signed-off-by: Aadith Warrier <[email protected]>

Signed-off-by: Aadith Warrier <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
* Make reference implementation of conv.py 30% faster

Signed-off-by: xadupre <[email protected]>

* fix variable name

Signed-off-by: xadupre <[email protected]>

* change precision for two backend tests

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* Fix missing page for ai.onnx.ml domain

Signed-off-by: xadupre <[email protected]>

* remove unused code

Signed-off-by: xadupre <[email protected]>

* simplify code

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* use developing version number in the main branch

Signed-off-by: Chun-Wei Chen <[email protected]>

* future onnx

Signed-off-by: Chun-Wei Chen <[email protected]>

Signed-off-by: Chun-Wei Chen <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* add recursively rename attribute's subgraph

Signed-off-by: jcwchen <[email protected]>

* add None map

Signed-off-by: jcwchen <[email protected]>

* black

Signed-off-by: jcwchen <[email protected]>

* add a test

Signed-off-by: jcwchen <[email protected]>

* remove rename_attribute_graph

Signed-off-by: Chun-Wei Chen <[email protected]>

Signed-off-by: jcwchen <[email protected]>
Signed-off-by: Chun-Wei Chen <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
* Add missing class Split_18 in reference implementation

Signed-off-by: xadupre <[email protected]>

* remove unused variable

Signed-off-by: xadupre <[email protected]>

* add one more test

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Andreas Fehlner <[email protected]>

Signed-off-by: Andreas Fehlner <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
* Change assert statements to raise statements

Signed-off-by: Mike Essenmacher <[email protected]>

* Add a section on ReferenceEvaluator in the tutorial (#4752)

* Add ReferenceEvaluator to the tutorial

Signed-off-by: xadupre <[email protected]>

* fix compilation issues

Signed-off-by: xadupre <[email protected]>

* changes after first review

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Add attribute type in documentation (#4748)

* add attribute type

Signed-off-by: xadupre <[email protected]>

* remove duplicated key

Signed-off-by: xadupre <[email protected]>

* fix value

Signed-off-by: xadupre <[email protected]>

* add quote around default string

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Improve documentation rendering (#4747)

* update documentation

Signed-off-by: xadupre <[email protected]>

* update md

Signed-off-by: xadupre <[email protected]>

* revert TestCoverage.md

Signed-off-by: xadupre <[email protected]>

* revert

Signed-off-by: xadupre <[email protected]>

* add eol

Signed-off-by: xadupre <[email protected]>

* improve from Pad to Xor

Signed-off-by: xadupre <[email protected]>

* remove extra backtick

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Fix grammar in concepts.rst (#4758)

Signed-off-by: Armen Gabrielyan <[email protected]>

Signed-off-by: Armen Gabrielyan <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Remove operators under development from the documentation (#4753)

* Remove operators under development from the documentation

Signed-off-by: xadupre <[email protected]>

* type

Signed-off-by: xadupre <[email protected]>

* infer other opset to document

Signed-off-by: xadupre <[email protected]>

* automate last opset in documentation

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Remove unused imports from code examples (#4767)

Signed-off-by: Armen Gabrielyan <[email protected]>

Signed-off-by: Armen Gabrielyan <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Add missing f-string for DeprecatedWarningDict in mapping.py (#4707)

* Add missing f-string for DeprecatedWarningDict in mapping.py

Signed-off-by: jcwchen <[email protected]>

* future release instead of next

Signed-off-by: Chun-Wei Chen <[email protected]>

* remove unnecessary +

Signed-off-by: Chun-Wei Chen <[email protected]>

Signed-off-by: jcwchen <[email protected]>
Signed-off-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Fix reference implementation for ArgMin, ArgMax, Reduce* (#4710)

* Fix reference implementation for ArgMin

Signed-off-by: xadupre <[email protected]>

* fix unit test

Signed-off-by: xadupre <[email protected]>

* fix one unit test in the backend

Signed-off-by: xadupre <[email protected]>

* fix method name

Signed-off-by: xadupre <[email protected]>

* fix minor bugs

Signed-off-by: xadupre <[email protected]>

* fix where

Signed-off-by: xadupre <[email protected]>

* improve error message

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* fix type issue

Signed-off-by: xadupre <[email protected]>

* fix recursive new ops

Signed-off-by: xadupre <[email protected]>

* add a unit test for check that new_ops is propagated through subgraphs

Signed-off-by: xadupre <[email protected]>

* remove one print used to debug

Signed-off-by: xadupre <[email protected]>

* fixes attributes in nested subgraph

Signed-off-by: xadupre <[email protected]>

* fix sequence map

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* fix conversion of default value into arrays

Signed-off-by: xadupre <[email protected]>

* improve code for reference Constant

Signed-off-by: xadupre <[email protected]>

* remove unused code

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* mypy

Signed-off-by: xadupre <[email protected]>

* fix lint

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* fix col2im test data (#4769)

Signed-off-by: Liqun Fu <[email protected]>

Signed-off-by: Liqun Fu <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Add reference implementation for domain ai.onnx.ml (#4714)

* first operator ml

Signed-off-by: xadupre <[email protected]>

* rename file

Signed-off-by: xadupre <[email protected]>

* add missing import

Signed-off-by: xadupre <[email protected]>

* skip test if ONNX_ML is false

Signed-off-by: xadupre <[email protected]>

* add binarizer

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* add normalizer ...

Signed-off-by: xadupre <[email protected]>

* add label encoder

Signed-off-by: xadupre <[email protected]>

* add dict vectorizer

Signed-off-by: xadupre <[email protected]>

* add one hot encoder

Signed-off-by: xadupre <[email protected]>

* add linear models

Signed-off-by: xadupre <[email protected]>

* add tree ensemble regressor

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* fix missing values

Signed-off-by: xadupre <[email protected]>

* add svm regressor

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* add TreeEnsembleClassifier

Signed-off-by: xadupre <[email protected]>

* svm classifier

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* isort

Signed-off-by: xadupre <[email protected]>

* fix precision for one test on MacOS

Signed-off-by: xadupre <[email protected]>

* Finalize implementation of SVC

Signed-off-by: xadupre <[email protected]>

* add test for SVMClassifier + linear

Signed-off-by: xadupre <[email protected]>

* fix one class implementation

Signed-off-by: xadupre <[email protected]>

* remove unused nan

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

* lint

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* make pages.yml only automatically trigger (#4765)

Signed-off-by: Chun-Wei Chen <[email protected]>

Signed-off-by: Chun-Wei Chen <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Fix types deprecated in `numpy==1.24` (#4721)

* Update deprecated nptypes

Signed-off-by: p-wysocki <[email protected]>

* Update bernoulli test files

Signed-off-by: p-wysocki <[email protected]>

* Fix Bernoulli tests

Signed-off-by: p-wysocki <[email protected]>

* Apply CR comments

Signed-off-by: p-wysocki <[email protected]>

* Fix test files

Signed-off-by: p-wysocki <[email protected]>

* Fix tests

Signed-off-by: p-wysocki <[email protected]>

Signed-off-by: p-wysocki <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Swap colors on documentation (#4773)

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Download test data (#4741)

* 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo
Signed-off-by: Aadith Warrier <[email protected]>

* 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo
Signed-off-by: Aadith Warrier <[email protected]>

* Fixed typo and changed function name to download_model_with_test_data

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with_test_data

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with_test_data, resolved style issues

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with_test_data,resolved style issues

Signed-off-by: Aadith Warrier <[email protected]>

* Changed string formatting to f-string

Signed-off-by: Aadith Warrier <[email protected]>

* Added test for download_model_with test_data.

Signed-off-by: Aadith Warrier <[email protected]>

* Update onnx/test/hub_test.py

Signed-off-by: Aadith Warrier <[email protected]>

Co-authored-by: Chun-Wei Chen <[email protected]>

* Updated hub.py

Signed-off-by: Aadith Warrier <[email protected]>

* Update hub.py

Signed-off-by: Aadith Warrier <[email protected]>

Signed-off-by: Aadith Warrier <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Make reference implementation of conv.py 30% faster (#4737)

* Make reference implementation of conv.py 30% faster

Signed-off-by: xadupre <[email protected]>

* fix variable name

Signed-off-by: xadupre <[email protected]>

* change precision for two backend tests

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Signed-off-by: Mike Essenmacher <[email protected]>

* Updated error messages

Signed-off-by: Mike Essenmacher <[email protected]>

* Updated error messages

Signed-off-by: Mike Essenmacher <[email protected]>

* Use fstring in error messages

Signed-off-by: Mike Essenmacher <[email protected]>

* Change ValueError to TypeError on raise

Signed-off-by: Mike Essenmacher <[email protected]>

Signed-off-by: Mike Essenmacher <[email protected]>
Signed-off-by: xadupre <[email protected]>
Signed-off-by: Armen Gabrielyan <[email protected]>
Signed-off-by: jcwchen <[email protected]>
Signed-off-by: Chun-Wei Chen <[email protected]>
Signed-off-by: Liqun Fu <[email protected]>
Signed-off-by: p-wysocki <[email protected]>
Signed-off-by: Aadith Warrier <[email protected]>
Co-authored-by: Xavier Dupré <[email protected]>
Co-authored-by: G. Ramalingam <[email protected]>
Co-authored-by: Armen Gabrielyan <[email protected]>
Co-authored-by: Chun-Wei Chen <[email protected]>
Co-authored-by: liqun Fu <[email protected]>
Co-authored-by: Przemyslaw Wysocki <[email protected]>
Co-authored-by: aadith-warrier <[email protected]>
* Disable pylint too-many checks (#2)

Signed-off-by: Justin Chu <[email protected]>

* Do not display on drafts to make reviewing easier

Signed-off-by: Justin Chu <[email protected]>

Signed-off-by: Justin Chu <[email protected]>
* fix BatchNormalization documentation

Signed-off-by: xadupre <[email protected]>

* update documentation

Signed-off-by: xadupre <[email protected]>

* remove one more tag

Signed-off-by: xadupre <[email protected]>

Signed-off-by: xadupre <[email protected]>
…e inference (#4792)

* Fix attribute substitution within subgraphs in function inference

Signed-off-by: Ganesan Ramalingam <[email protected]>

* Delete commented out dead code

Signed-off-by: Ganesan Ramalingam <[email protected]>

* Address PR feedback

Signed-off-by: Ganesan Ramalingam <[email protected]>

* Fix lint issue

Signed-off-by: Ganesan Ramalingam <[email protected]>

Signed-off-by: Ganesan Ramalingam <[email protected]>
…ue attribu… (#4795)

* fix version_conversion error of Pad-2 caused by missing value attribute which is not mandatory

Signed-off-by: Tee Jung <[email protected]>

* add version_converter adapter test for pad_10_11

Signed-off-by: Tee Jung <[email protected]>

* add version_conveter test_case for Pad which has value attribute

Signed-off-by: Tee Jung <[email protected]>

* match style

Signed-off-by: Tee Jung <[email protected]>

Signed-off-by: Tee Jung <[email protected]>
* Fix attribute substitution within subgraphs in function inference

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* Implement type and shape inference for OneHotEncoder

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* Mark test for ONNX_ML only

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* Use skipUnless ONNX_ML in ML type inference tests

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---------

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gramalingam and others added 29 commits May 10, 2023 17:39
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@Cecilwang Cecilwang merged commit 079c913 into Cecilwang:patch-1 Jun 6, 2023
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