Fix function shape inference bug #4880
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Signed-off-by: Ganesan Ramalingam <grama@microsoft.com>
jcwchen
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shape inference
jcwchen
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Feb 9, 2023
Signed-off-by: Ganesan Ramalingam <grama@microsoft.com>
…malingam/onnx into function-shape-inference-bug
jcwchen
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Feb 10, 2023
* Fix function shape inference bug Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lintrunner issues Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com>
jcwchen
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Feb 13, 2023
) * Fix attribute substitution within subgraphs during function type/shape inference (#4792) * Fix attribute substitution within subgraphs in function inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Delete commented out dead code Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lint issue Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Handle variants of constant op in shape inference (#4824) * Fix attribute substitution within subgraphs in function inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Delete commented out dead code Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lint issue Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Handle constant op variants Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix whitespace Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add test case Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Run lintrunner Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Fix parser bug in handling non-tensor types (#4863) Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Fix function shape inference bug (#4880) * Fix function shape inference bug Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lintrunner issues Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * bump as 1.13.1rc2 Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * freeze ORT 1.13.1 to unblock failure Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * do not verify 3.11 ORT Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com>
broune
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May 6, 2023
* Fix function shape inference bug Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lintrunner issues Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com>
Cecilwang
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Jun 6, 2023
* Remove operators under development from the documentation (#4753) * Remove operators under development from the documentation Signed-off-by: xadupre <xadupre@microsoft.com> * type Signed-off-by: xadupre <xadupre@microsoft.com> * infer other opset to document Signed-off-by: xadupre <xadupre@microsoft.com> * automate last opset in documentation Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Remove unused imports from code examples (#4767) Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Add missing f-string for DeprecatedWarningDict in mapping.py (#4707) * Add missing f-string for DeprecatedWarningDict in mapping.py Signed-off-by: jcwchen <jacky82226@gmail.com> * future release instead of next Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * remove unnecessary + Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Fix reference implementation for ArgMin, ArgMax, Reduce* (#4710) * Fix reference implementation for ArgMin Signed-off-by: xadupre <xadupre@microsoft.com> * fix unit test Signed-off-by: xadupre <xadupre@microsoft.com> * fix one unit test in the backend Signed-off-by: xadupre <xadupre@microsoft.com> * fix method name Signed-off-by: xadupre <xadupre@microsoft.com> * fix minor bugs Signed-off-by: xadupre <xadupre@microsoft.com> * fix where Signed-off-by: xadupre <xadupre@microsoft.com> * improve error message Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix type issue Signed-off-by: xadupre <xadupre@microsoft.com> * fix recursive new ops Signed-off-by: xadupre <xadupre@microsoft.com> * add a unit test for check that new_ops is propagated through subgraphs Signed-off-by: xadupre <xadupre@microsoft.com> * remove one print used to debug Signed-off-by: xadupre <xadupre@microsoft.com> * fixes attributes in nested subgraph Signed-off-by: xadupre <xadupre@microsoft.com> * fix sequence map Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix conversion of default value into arrays Signed-off-by: xadupre <xadupre@microsoft.com> * improve code for reference Constant Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused code Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * mypy Signed-off-by: xadupre <xadupre@microsoft.com> * fix lint Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * fix col2im test data (#4769) Signed-off-by: Liqun Fu <liqfu@microsoft.com> Signed-off-by: Liqun Fu <liqfu@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Add reference implementation for domain ai.onnx.ml (#4714) * first operator ml Signed-off-by: xadupre <xadupre@microsoft.com> * rename file Signed-off-by: xadupre <xadupre@microsoft.com> * add missing import Signed-off-by: xadupre <xadupre@microsoft.com> * skip test if ONNX_ML is false Signed-off-by: xadupre <xadupre@microsoft.com> * add binarizer Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * add normalizer ... Signed-off-by: xadupre <xadupre@microsoft.com> * add label encoder Signed-off-by: xadupre <xadupre@microsoft.com> * add dict vectorizer Signed-off-by: xadupre <xadupre@microsoft.com> * add one hot encoder Signed-off-by: xadupre <xadupre@microsoft.com> * add linear models Signed-off-by: xadupre <xadupre@microsoft.com> * add tree ensemble regressor Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix missing values Signed-off-by: xadupre <xadupre@microsoft.com> * add svm regressor Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * add TreeEnsembleClassifier Signed-off-by: xadupre <xadupre@microsoft.com> * svm classifier Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * isort Signed-off-by: xadupre <xadupre@microsoft.com> * fix precision for one test on MacOS Signed-off-by: xadupre <xadupre@microsoft.com> * Finalize implementation of SVC Signed-off-by: xadupre <xadupre@microsoft.com> * add test for SVMClassifier + linear Signed-off-by: xadupre <xadupre@microsoft.com> * fix one class implementation Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused nan Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * make pages.yml only automatically trigger (#4765) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Fix types deprecated in `numpy==1.24` (#4721) * Update deprecated nptypes Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Update bernoulli test files Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix Bernoulli tests Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Apply CR comments Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix test files Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix tests Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Swap colors on documentation (#4773) Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Download test data (#4741) * 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Fixed typo and changed function name to download_model_with_test_data Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with_test_data Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with_test_data, resolved style issues Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with_test_data,resolved style issues Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Changed string formatting to f-string Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with test_data. Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Update onnx/test/hub_test.py Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Updated hub.py Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Update hub.py Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Make reference implementation of conv.py 30% faster (#4737) * Make reference implementation of conv.py 30% faster Signed-off-by: xadupre <xadupre@microsoft.com> * fix variable name Signed-off-by: xadupre <xadupre@microsoft.com> * change precision for two backend tests Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Fix missing page for ai.onnx.ml domain (#4776) * Fix missing page for ai.onnx.ml domain Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused code Signed-off-by: xadupre <xadupre@microsoft.com> * simplify code Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Use developing version number in the main branch (#4772) * use developing version number in the main branch Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * future onnx Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Rename attribute's subgraph in onnx.compose.add_prefix_graph (#4718) * add recursively rename attribute's subgraph Signed-off-by: jcwchen <jacky82226@gmail.com> * add None map Signed-off-by: jcwchen <jacky82226@gmail.com> * black Signed-off-by: jcwchen <jacky82226@gmail.com> * add a test Signed-off-by: jcwchen <jacky82226@gmail.com> * remove rename_attribute_graph Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Add missing class Split_18 in reference implementation (#4743) * Add missing class Split_18 in reference implementation Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused variable Signed-off-by: xadupre <xadupre@microsoft.com> * add one more test Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * remove deprecated lgtm.yml (#4794) Signed-off-by: Andreas Fehlner <fehlner@arcor.de> Signed-off-by: Andreas Fehlner <fehlner@arcor.de> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Change assert statements to raise statements (#4760) * Change assert statements to raise statements Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Add a section on ReferenceEvaluator in the tutorial (#4752) * Add ReferenceEvaluator to the tutorial Signed-off-by: xadupre <xadupre@microsoft.com> * fix compilation issues Signed-off-by: xadupre <xadupre@microsoft.com> * changes after first review Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Add attribute type in documentation (#4748) * add attribute type Signed-off-by: xadupre <xadupre@microsoft.com> * remove duplicated key Signed-off-by: xadupre <xadupre@microsoft.com> * fix value Signed-off-by: xadupre <xadupre@microsoft.com> * add quote around default string Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Improve documentation rendering (#4747) * update documentation Signed-off-by: xadupre <xadupre@microsoft.com> * update md Signed-off-by: xadupre <xadupre@microsoft.com> * revert TestCoverage.md Signed-off-by: xadupre <xadupre@microsoft.com> * revert Signed-off-by: xadupre <xadupre@microsoft.com> * add eol Signed-off-by: xadupre <xadupre@microsoft.com> * improve from Pad to Xor Signed-off-by: xadupre <xadupre@microsoft.com> * remove extra backtick Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Fix grammar in concepts.rst (#4758) Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Remove operators under development from the documentation (#4753) * Remove operators under development from the documentation Signed-off-by: xadupre <xadupre@microsoft.com> * type Signed-off-by: xadupre <xadupre@microsoft.com> * infer other opset to document Signed-off-by: xadupre <xadupre@microsoft.com> * automate last opset in documentation Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Remove unused imports from code examples (#4767) Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Add missing f-string for DeprecatedWarningDict in mapping.py (#4707) * Add missing f-string for DeprecatedWarningDict in mapping.py Signed-off-by: jcwchen <jacky82226@gmail.com> * future release instead of next Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * remove unnecessary + Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Fix reference implementation for ArgMin, ArgMax, Reduce* (#4710) * Fix reference implementation for ArgMin Signed-off-by: xadupre <xadupre@microsoft.com> * fix unit test Signed-off-by: xadupre <xadupre@microsoft.com> * fix one unit test in the backend Signed-off-by: xadupre <xadupre@microsoft.com> * fix method name Signed-off-by: xadupre <xadupre@microsoft.com> * fix minor bugs Signed-off-by: xadupre <xadupre@microsoft.com> * fix where Signed-off-by: xadupre <xadupre@microsoft.com> * improve error message Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix type issue Signed-off-by: xadupre <xadupre@microsoft.com> * fix recursive new ops Signed-off-by: xadupre <xadupre@microsoft.com> * add a unit test for check that new_ops is propagated through subgraphs Signed-off-by: xadupre <xadupre@microsoft.com> * remove one print used to debug Signed-off-by: xadupre <xadupre@microsoft.com> * fixes attributes in nested subgraph Signed-off-by: xadupre <xadupre@microsoft.com> * fix sequence map Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix conversion of default value into arrays Signed-off-by: xadupre <xadupre@microsoft.com> * improve code for reference Constant Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused code Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * mypy Signed-off-by: xadupre <xadupre@microsoft.com> * fix lint Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * fix col2im test data (#4769) Signed-off-by: Liqun Fu <liqfu@microsoft.com> Signed-off-by: Liqun Fu <liqfu@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Add reference implementation for domain ai.onnx.ml (#4714) * first operator ml Signed-off-by: xadupre <xadupre@microsoft.com> * rename file Signed-off-by: xadupre <xadupre@microsoft.com> * add missing import Signed-off-by: xadupre <xadupre@microsoft.com> * skip test if ONNX_ML is false Signed-off-by: xadupre <xadupre@microsoft.com> * add binarizer Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * add normalizer ... Signed-off-by: xadupre <xadupre@microsoft.com> * add label encoder Signed-off-by: xadupre <xadupre@microsoft.com> * add dict vectorizer Signed-off-by: xadupre <xadupre@microsoft.com> * add one hot encoder Signed-off-by: xadupre <xadupre@microsoft.com> * add linear models Signed-off-by: xadupre <xadupre@microsoft.com> * add tree ensemble regressor Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix missing values Signed-off-by: xadupre <xadupre@microsoft.com> * add svm regressor Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * add TreeEnsembleClassifier Signed-off-by: xadupre <xadupre@microsoft.com> * svm classifier Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * isort Signed-off-by: xadupre <xadupre@microsoft.com> * fix precision for one test on MacOS Signed-off-by: xadupre <xadupre@microsoft.com> * Finalize implementation of SVC Signed-off-by: xadupre <xadupre@microsoft.com> * add test for SVMClassifier + linear Signed-off-by: xadupre <xadupre@microsoft.com> * fix one class implementation Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused nan Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * make pages.yml only automatically trigger (#4765) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Fix types deprecated in `numpy==1.24` (#4721) * Update deprecated nptypes Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Update bernoulli test files Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix Bernoulli tests Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Apply CR comments Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix test files Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix tests Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Swap colors on documentation (#4773) Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Download test data (#4741) * 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * 4390: Enable ONNX Hub to download test_data_set from ONNX Model Zoo Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Fixed typo and changed function name to download_model_with_test_data Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with_test_data Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with_test_data, resolved style issues Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with_test_data,resolved style issues Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Changed string formatting to f-string Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Added test for download_model_with test_data. Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Update onnx/test/hub_test.py Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Updated hub.py Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> * Update hub.py Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Make reference implementation of conv.py 30% faster (#4737) * Make reference implementation of conv.py 30% faster Signed-off-by: xadupre <xadupre@microsoft.com> * fix variable name Signed-off-by: xadupre <xadupre@microsoft.com> * change precision for two backend tests Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Updated error messages Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Updated error messages Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Use fstring in error messages Signed-off-by: Mike Essenmacher <essen@us.ibm.com> * Change ValueError to TypeError on raise Signed-off-by: Mike Essenmacher <essen@us.ibm.com> Signed-off-by: Mike Essenmacher <essen@us.ibm.com> Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Signed-off-by: Liqun Fu <liqfu@microsoft.com> Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> Signed-off-by: Aadith Warrier <warrieraadith@gmail.com> Co-authored-by: Xavier Dupré <xadupre@users.noreply.github.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> Co-authored-by: Armen Gabrielyan <armengabrielyan16@gmail.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: liqun Fu <liqfu@microsoft.com> Co-authored-by: Przemyslaw Wysocki <przemyslaw.wysocki@intel.com> Co-authored-by: aadith-warrier <69920978+aadith-warrier@users.noreply.github.com> * Enable pylint for onnx (#4763) * Disable pylint too-many checks (#2) Signed-off-by: Justin Chu <justinchu@microsoft.com> * Do not display on drafts to make reviewing easier Signed-off-by: Justin Chu <justinchu@microsoft.com> Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix pages Changes.md (#4801) * fix BatchNormalization documentation Signed-off-by: xadupre <xadupre@microsoft.com> * update documentation Signed-off-by: xadupre <xadupre@microsoft.com> * remove one more tag Signed-off-by: xadupre <xadupre@microsoft.com> Signed-off-by: xadupre <xadupre@microsoft.com> * Fix attribute substitution within subgraphs during function type/shape inference (#4792) * Fix attribute substitution within subgraphs in function inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Delete commented out dead code Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lint issue Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * fix version_conversion error of Pad-2 to Pad-11 caused by missing value attribu… (#4795) * fix version_conversion error of Pad-2 caused by missing value attribute which is not mandatory Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * add version_converter adapter test for pad_10_11 Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * add version_conveter test_case for Pad which has value attribute Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * match style Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * Fix typo in documentation (#4806) * Fix attribute substitution within subgraphs in function inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Delete commented out dead code Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lint issue Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix typo in documentation Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix import submodules (#4803) * Fix import submodules Signed-off-by: Justin Chu <justinchu@microsoft.com> * Update doc Signed-off-by: Justin Chu <justinchu@microsoft.com> Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix DFT documentation typo (#4807) * Fix attribute substitution within subgraphs in function inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Delete commented out dead code Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lint issue Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix DFT documentation Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Expose check_function in Python API (#4720) * Expose check_function in Python API Signed-off-by: jcwchen <jacky82226@gmail.com> * add a test and doc Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * correct underline number Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * fix incorrect member for checker API (#4817) Signed-off-by: jcwchen <jacky82226@gmail.com> Signed-off-by: jcwchen <jacky82226@gmail.com> * Fix cast to string in reference implementation (#4814) * Fix cast to string in reference implementation Signed-off-by: jbachurski <kbachurski@gmail.com> * Add unit tests for string cast Signed-off-by: jbachurski <kbachurski@gmail.com> * Apply linter Signed-off-by: jbachurski <kbachurski@gmail.com> Signed-off-by: jbachurski <kbachurski@gmail.com> * Implement shape inference for Compress (#4812) Signed-off-by: jbachurski <kbachurski@gmail.com> Signed-off-by: jbachurski <kbachurski@gmail.com> Co-authored-by: daquexian <daquexian566@gmail.com> * Implement type and shape inference for OneHotEncoder (#4813) * Implement type and shape inference for OneHotEncoder Signed-off-by: jbachurski <kbachurski@gmail.com> * Remove redundant type ignore Signed-off-by: jbachurski <kbachurski@gmail.com> * Mark test for ONNX_ML only Signed-off-by: jbachurski <kbachurski@gmail.com> * Use skipUnless ONNX_ML in ML type inference tests Signed-off-by: jbachurski <kbachurski@gmail.com> --------- Signed-off-by: jbachurski <kbachurski@gmail.com> * add import-and-import-from in codeql's config (#4808) Signed-off-by: jcwchen <jacky82226@gmail.com> * Update governance to deal with steering committee vacancy (#4811) As discussed in Steering Committe, goal is to avoid costly and time-consuming mid-term election when dealing with a resignation since there is an annual election. Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> Co-authored-by: Ke Zhang <linkerzhang@yeah.net> Co-authored-by: G. Ramalingam <grama@microsoft.com> * improve README [add a) roadmap, b) community meeting] (#4810) * add a) roadmap, b) community meeting Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * minor revision Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * minor grammer fix Signed-off-by: Andreas Fehlner <fehlner@arcor.de> --------- Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Add parameterized as a dev dependency (#4577) * Patch 2 (#3) Signed-off-by: Justin Chu <justinchu@microsoft.com> * fix Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix test Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> * clean up governance file (#4788) Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Unskip a backend test in the list supported by the reference implementation (#4832) Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Move a duplicated snippet of code in one place in reference implementation (#4800) * remove unnecessary code in reference implementation Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused imports Signed-off-by: xadupre <xadupre@microsoft.com> * factorize code Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * refactoring Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix annotation Signed-off-by: xadupre <xadupre@microsoft.com> * Update onnx/reference/ops/_helpers.py Co-authored-by: Justin Chu <justinchuby@users.noreply.github.com> Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * remove annotation due to python 3.7 bug Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: Justin Chu <justinchuby@users.noreply.github.com> * Add one backend test mode==max of RoiAlign + ReferenceEvaluator (#4770) * Add one unit test to check mode==max for RoiAlign Signed-off-by: xadupre <xadupre@microsoft.com> * add test coverage for mode max Signed-off-by: xadupre <xadupre@microsoft.com> * add test case in backend Signed-off-by: xadupre <xadupre@microsoft.com> * fix roi onnx model Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> * Fix typo in mapping.rst (#4838) correspondance -> correspondence Signed-off-by: Ikko Eltociear Ashimine <eltociear@gmail.com> * update CI pipeline badges to include name of pipeline platform (#4840) Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Fix linked parameters in reference implementation for Concat (#4797) Signed-off-by: xadupre <xadupre@microsoft.com> * Fix OptionalHasElement in reference implementation (#4835) * Fix optional values in reference implementation Signed-off-by: xadupre <xadupre@microsoft.com> * lint + raise an exception Signed-off-by: xadupre <xadupre@microsoft.com> * address PR comments Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Handle variants of constant op in shape inference (#4824) * Fix attribute substitution within subgraphs in function inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Delete commented out dead code Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lint issue Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Handle constant op variants Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix whitespace Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add test case Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Run lintrunner Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * add lppool test cases (#4761) * Clarify SplitToSequence documentation (#4847) Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix type and shape issue for the reference implementation (#4839) * fix elu output type Signed-off-by: xadupre <xadupre@microsoft.com> * fix types and shapes for many operators Signed-off-by: xadupre <xadupre@microsoft.com> * fix other potential type issues Signed-off-by: xadupre <xadupre@microsoft.com> * remove comments Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> * fix wrong example of Gather-11/Gather-1 documentation (#4827) * fix wrong example of Gather-11/Gather-1 documentation Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * fix wrong explnation of Gather-11 operator's behavior Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * rebuild docs Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> --------- Signed-off-by: Tee Jung <tee.ty.jung@openedges.com> * Update Linux-CI.yml (#4852) Ubuntu-18.04 is deprecated Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Update URL for real models from ONNX Runtime (#4865) * Update URL for real models from ONNX Runtime Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * update missing BASE_URL Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * fix black Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * last / :( Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Fix python setup.py install failure in weekly pipeline (#4858) * fix weekly pipeline Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * add back testing Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Fix linked_attributes in reference implementation of ReduceSum (#4856) * Fix issue #4850 Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix empty shape Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> * Update docs to reflect CI and lint changes (#4848) * Update docs to reflect CI and lint changes Signed-off-by: Justin Chu <justinchu@microsoft.com> * format readme Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Fix parser bug in handling non-tensor types (#4863) Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix SplitToSequence reference implementation (#4831) * Fix SplitToSequence reference implementation Signed-off-by: xadupre <xadupre@microsoft.com> * fix implementation of SplitToSequence Signed-off-by: xadupre <xadupre@microsoft.com> * add one backend test Signed-off-by: xadupre <xadupre@microsoft.com> * add backend test for SplitToSequence Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused import Signed-off-by: xadupre <xadupre@microsoft.com> * update test coverage Signed-off-by: xadupre <xadupre@microsoft.com> * input with no dimension Signed-off-by: xadupre <xadupre@microsoft.com> * refactoring Signed-off-by: xadupre <xadupre@microsoft.com> * test coverage Signed-off-by: xadupre <xadupre@microsoft.com> * spelling Signed-off-by: xadupre <xadupre@microsoft.com> * remove length Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * remove unused condition Signed-off-by: xadupre <xadupre@microsoft.com> * annotation, keepdims Signed-off-by: xadupre <xadupre@microsoft.com> * restore the dimension Signed-off-by: xadupre <xadupre@microsoft.com> * fix implementation Signed-off-by: xadupre <xadupre@microsoft.com> * fix keepdims Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> * Use mypy 1.0.0 (#4873) Signed-off-by: Justin Chu <justinchu@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Create scorecard.yml (#4875) Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Replace master references to main. Fix broken links. Hope DCO passes (#4864) Signed-off-by: Weon Yuan <wwyuan@us.ibm.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Update working-groups.md (#4853) * Update working-groups.md Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Update working-groups.md Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Update working-groups.md Signed-off-by: Andreas Fehlner <fehlner@arcor.de> --------- Signed-off-by: Andreas Fehlner <fehlner@arcor.de> Co-authored-by: Xavier Dupré <xadupre@users.noreply.github.com> * Fix function shape inference bug (#4880) * Fix function shape inference bug Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix lintrunner issues Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Use ruff to replace flake8 and plugins (#4851) * Enforce pep8 naming Signed-off-by: Justin Chu <justinchu@microsoft.com> * Use ruff Signed-off-by: Justin Chu <justinchu@microsoft.com> * update Signed-off-by: Justin Chu <justinchu@microsoft.com> * Unused imports Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix all Signed-off-by: Justin Chu <justinchu@microsoft.com> * Format Signed-off-by: Justin Chu <justinchu@microsoft.com> * Update docs Signed-off-by: Justin Chu <justinchu@microsoft.com> * Simplify optional lint Signed-off-by: Justin Chu <justinchu@microsoft.com> * concurrency Signed-off-by: Justin Chu <justinchu@microsoft.com> * update test class name Signed-off-by: Justin Chu <justinchu@microsoft.com> * doc Signed-off-by: Justin Chu <justinchu@microsoft.com> * naming fix Signed-off-by: Justin Chu <justinchu@microsoft.com> * ruff version Signed-off-by: Justin Chu <justinchu@microsoft.com> * netdrawer Signed-off-by: Justin Chu <justinchu@microsoft.com> * fix format Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> * Dependabot version updates (#4893) Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Update README.md (#4903) Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Justinchu/ruff noqa 2 (#4) (#4895) --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Temporary Mac release pipeline fix for onnxruntime 1.14.0 (#4896) * Enable testing with ORT and Python 3.11 Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * revert about Python 3.11 Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Update pybind11 for inclusive terminology (#4889) Signed-off-by: Mike Essenmacher <essen@us.ibm.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: Xavier Dupré <xadupre@users.noreply.github.com> * Pad-19: Add 'wrap' mode (#4793) * add wrap mode to Pad Signed-off-by: Yuan Yao <yuanyao@nvidia.com> * fix lint Signed-off-by: Yuan Yao <yuanyao@nvidia.com> * fix lint2 Signed-off-by: Yuan Yao <yuanyao@nvidia.com> * refactor opsets 18,19 using common doc generator Signed-off-by: Yuan Yao <yuanyao@nvidia.com> --------- Signed-off-by: Yuan Yao <yuanyao@nvidia.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Update action workflows to set default permission to read (#4904) * Update lint.yaml set top-level default permissions as security best practice Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update codeql.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update stale.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update win_no_exception_ci.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update weekly_mac_ci.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update release_win.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update release_linux_aarch64.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> * Update release_linux_x86_64.yml Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> --------- Signed-off-by: Prasanth Pulavarthi <prasanth.pulavarthi@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Add AveragePool-19 - add `dilations` attribute (#4790) * Initial commit Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Minor changes Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix docs Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix linter Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Update changelog Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix failing tests Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Simplify reference backend tests Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Add dilations test case Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Update docs Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix data type Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Fix linter Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Minor change Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Apply CR Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> --------- Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com> * Use randint instead of randn to prevent undefined cast (float to uint) (#4804) * use randint instead of randn to prevent undefined cast float to uint Signed-off-by: jcwchen <jacky82226@gmail.com> * use unsigned integer to cover more cases Signed-off-by: jcwchen <jacky82226@gmail.com> * introduce create_random_int_input_for_cast Signed-off-by: jcwchen <jacky82226@gmail.com> * improve by reviews Signed-off-by: jcwchen <jacky82226@gmail.com> * set correct boundary Signed-off-by: jcwchen <jacky82226@gmail.com> * added for int8, int16, int32, int64 Signed-off-by: jcwchen <jacky82226@gmail.com> * fix bug test case Signed-off-by: jcwchen <jacky82226@gmail.com> --------- Signed-off-by: jcwchen <jacky82226@gmail.com> * [CI] Compile with UBSan in CI and fix ParseData nullptr issue (#4823) * [CI]: Compile with UBSan and ASan by clang Signed-off-by: jcwchen <jacky82226@gmail.com> * export correctly Signed-off-by: jcwchen <jacky82226@gmail.com> * put CXX, C in CMAKE_ARGS Signed-off-by: jcwchen <jacky82226@gmail.com> * -fsanitize=memory -fPIE -pie Signed-off-by: jcwchen <jacky82226@gmail.com> * -fsanitize=undefined,address -fno-sanitize-recover=undefined,memory Signed-off-by: jcwchen <jacky82226@gmail.com> * try Signed-off-by: jcwchen <jacky82226@gmail.com> * try MSVC instead Signed-off-by: jcwchen <jacky82226@gmail.com> * remove ; Signed-off-by: jcwchen <jacky82226@gmail.com> * /fsanitize=address /fsanitize=undefined /fsanitize=memory Signed-off-by: jcwchen <jacky82226@gmail.com> * set DEBUG=1 Signed-off-by: jcwchen <jacky82226@gmail.com> * test it on Linux Signed-off-by: jcwchen <jacky82226@gmail.com> * remove memory Signed-off-by: jcwchen <jacky82226@gmail.com> * enable alignment Signed-off-by: jcwchen <jacky82226@gmail.com> * no-sanitize-recover=all Signed-off-by: jcwchen <jacky82226@gmail.com> * find / -name "libasan.so" Signed-off-by: jcwchen <jacky82226@gmail.com> * LD_PRELOAD Signed-off-by: jcwchen <jacky82226@gmail.com> * undefined only Signed-off-by: jcwchen <jacky82226@gmail.com> * remove ld_preload Signed-off-by: jcwchen <jacky82226@gmail.com> * pytest -sv Signed-off-by: jcwchen <jacky82226@gmail.com> * debug parsedata Signed-off-by: jcwchen <jacky82226@gmail.com> * test Signed-off-by: jcwchen <jacky82226@gmail.com> * test Signed-off-by: jcwchen <jacky82226@gmail.com> * test Signed-off-by: jcwchen <jacky82226@gmail.com> * nullptr Signed-off-by: jcwchen <jacky82226@gmail.com> * test Signed-off-by: jcwchen <jacky82226@gmail.com> * test Signed-off-by: jcwchen <jacky82226@gmail.com> * != 0 Signed-off-by: jcwchen <jacky82226@gmail.com> * invalid raw_data Signed-off-by: jcwchen <jacky82226@gmail.com> * raw_data.empty() Signed-off-by: jcwchen <jacky82226@gmail.com> * fix lint Signed-off-by: jcwchen <jacky82226@gmail.com> --------- Signed-off-by: jcwchen <jacky82226@gmail.com> * Update description regarding Ubuntu in README.md (#4867) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Pin actions to a full length commit SHA (#4894) * Pin actions to a full length commit SHA Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * add release yml Signed-off-by: Andreas Fehlner <fehlner@arcor.de> --------- Signed-off-by: Andreas Fehlner <fehlner@arcor.de> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * fix OptionalGetElement shape inference when input is a tensor (#4905) * Update dependabot.yml (#4901) Show version updates for github actions (documentation here... https://docs.github.com/en/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file#configuration-options-for-the-dependabotyml-file) => Does relate to https://github.com/onnx/onnx/pull/4894 (fixating the used there.... and get's update if there is a new version available) Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Extend Equal operator to support string type (#4828) * Extend Equal operator to support string type Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Version converter Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Generate documentation Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Regenerate test data Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add test cases Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Lint and missing file Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Generate docs Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Move onnx-weekly package from TestPyPI to PyPI (#4897) * Move onnx-weekly from TestPyPI to PyPI Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * still upload onnx-weekly to TestPyPI until next ONNX release Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * read permission + pinned github action versions (security best practice according to openssf) (#4910) * security best practice according to openssf Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Update release_linux_x86_64.yml Signed-off-by: Andreas Fehlner <fehlner@arcor.de> --------- Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Update README.md (#4883) Signed-off-by: Andreas Fehlner <fehlner@arcor.de> * Bump docker/setup-qemu-action from 1.2.0 to 2.1.0 (#4916) Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 1.2.0 to 2.1.0. - [Release notes](https://github.com/docker/setup-qemu-action/releases) - [Commits](https://github.com/docker/setup-qemu-action/compare/27d0a4f181a40b142cce983c5393082c365d1480...e81a89b1732b9c48d79cd809d8d81d79c4647a18) --- updated-dependencies: - dependency-name: docker/setup-qemu-action dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Bump microsoft/setup-msbuild from 1.1.3 to 1.3.1 (#4918) Bumps [microsoft/setup-msbuild](https://github.com/microsoft/setup-msbuild) from 1.1.3 to 1.3.1. - [Release notes](https://github.com/microsoft/setup-msbuild/releases) - [Changelog](https://github.com/microsoft/setup-msbuild/blob/main/building-release.md) - [Commits](https://github.com/microsoft/setup-msbuild/compare/34cfbaee7f672c76950673338facd8a73f637506...1ff57057b5cfdc39105cd07a01d78e9b0ea0c14c) --- updated-dependencies: - dependency-name: microsoft/setup-msbuild dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump actions/upload-artifact from 1.0.0 to 3.1.2 (#4922) Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 1.0.0 to 3.1.2. - [Release notes](https://github.com/actions/upload-artifact/releases) - [Commits](https://github.com/actions/upload-artifact/compare/v1...0b7f8abb1508181956e8e162db84b466c27e18ce) --- updated-dependencies: - dependency-name: actions/upload-artifact dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump ossf/scorecard-action from 2.0.6 to 2.1.2 (#4914) Bumps [ossf/scorecard-action](https://github.com/ossf/scorecard-action) from 2.0.6 to 2.1.2. - [Release notes](https://github.com/ossf/scorecard-action/releases) - [Changelog](https://github.com/ossf/scorecard-action/blob/main/RELEASE.md) - [Commits](https://github.com/ossf/scorecard-action/compare/99c53751e09b9529366343771cc321ec74e9bd3d...e38b1902ae4f44df626f11ba0734b14fb91f8f86) --- updated-dependencies: - dependency-name: ossf/scorecard-action dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Bump actions/stale from 5.2.0 to 7.0.0 (#4917) Bumps [actions/stale](https://github.com/actions/stale) from 5.2.0 to 7.0.0. - [Release notes](https://github.com/actions/stale/releases) - [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/stale/compare/99b6c709598e2b0d0841cd037aaf1ba07a4410bd...6f05e4244c9a0b2ed3401882b05d701dd0a7289b) --- updated-dependencies: - dependency-name: actions/stale dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump actions/configure-pages from 2.1.3 to 3.0.4 (#4925) Bumps [actions/configure-pages](https://github.com/actions/configure-pages) from 2.1.3 to 3.0.4. - [Release notes](https://github.com/actions/configure-pages/releases) - [Commits](https://github.com/actions/configure-pages/compare/c5a3e1159e0cbdf0845eb8811bd39e39fc3099c2...fc89b04e7d263ef510d9e77d3a1d088fb2688522) --- updated-dependencies: - dependency-name: actions/configure-pages dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Remove non-required pyzmq due to different license (#4926) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * Use the furo theme (#4923) * Theme Signed-off-by: Justin Chu <justinchu@microsoft.com> * requirements options conf Signed-off-by: Justin Chu <justinchu@microsoft.com> * Remove tocs as furo does not need them Signed-off-by: Justin Chu <justinchu@microsoft.com> * logo Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Disallow and fix relative imports (#4924) * Disallow relative imports Signed-off-by: Justin Chu <justinchu@microsoft.com> * bump ruff version Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix Signed-off-by: Justin Chu <justinchu@microsoft.com> * fix ruff version Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix format Signed-off-by: Justin Chu <justinchu@microsoft.com> * Fix mypy Signed-off-by: Justin Chu <justinchu@microsoft.com> * format Signed-off-by: Justin Chu <justinchu@microsoft.com> * black Signed-off-by: Justin Chu <justinchu@microsoft.com> * doc Signed-off-by: Justin Chu <justinchu@microsoft.com> * docs again Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> * [Non functional changes] Added links to the SIG and Working group pages to reduce redundancy (#4906) * added compilers sig as well as a link to the SIG pages Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com> * responded to comments about reducing redundancy between onnx repo Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com> --------- Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com> * Add Resize-19: half_pixel_symmetric (#4862) * Add Resize-19: half_pixel_symmetric Signed-off-by: Joaquin Anton <janton@nvidia.com> * Code review fixes Signed-off-by: Joaquin Anton <janton@nvidia.com> * Resize-19 adapter Signed-off-by: Joaquin Anton <janton@nvidia.com> * Lint fix Signed-off-by: Joaquin Anton <janton@nvidia.com> --------- Signed-off-by: Joaquin Anton <janton@nvidia.com> * after ONNX 1.13.1 release (#4932) * Set default CheckerContext for check_function properly (#4928) * set default Context for check_function properly Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * use default optional None Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * use find_min_ir_version_for Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * add ignore_unknown Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Fix STFT output shape (#4920) * fix stft output shape Signed-off-by: Justin Stoecker <justoeck@microsoft.com> * clean up curious double conditional Signed-off-by: Justin Stoecker <justoeck@microsoft.com> --------- Signed-off-by: Justin Stoecker <justoeck@microsoft.com> * Autoformat with ruff SIM rules (#4935) * Autoformat with ruff SIM rules Signed-off-by: Justin Chu <justinchu@microsoft.com> * diff Signed-off-by: Justin Chu <justinchu@microsoft.com> * rules Signed-off-by: Justin Chu <justinchu@microsoft.com> * rules Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchu@microsoft.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Sphinx type name rendering (#4938) Signed-off-by: Justin Chu <justinchu@microsoft.com> * Use light local onnx file instead of heavy remote files (#4861) * add data file Signed-off-by: xadupre <xadupre@microsoft.com> * use local files Signed-off-by: xadupre <xadupre@microsoft.com> * avoid real tests Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * use local files Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * remove eol Signed-off-by: xadupre <xadupre@microsoft.com> * add function replace_initializer_by_constant_of_shape Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * support constant Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * support functions Signed-off-by: xadupre <xadupre@microsoft.com> * fix support of graph Signed-off-by: xadupre <xadupre@microsoft.com> * documentation Signed-off-by: xadupre <xadupre@microsoft.com> * add a test to run the backend for ReferenceEvaluator Signed-off-by: xadupre <xadupre@microsoft.com> * finalize backend test Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * exception messahge Signed-off-by: xadupre <xadupre@microsoft.com> * List[NodeProto] Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * exclude test on Windows Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> * fix spelling Signed-off-by: xadupre <xadupre@microsoft.com> * documentation Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> Co-authored-by: G. Ramalingam <grama@microsoft.com> * Bump github/codeql-action from 2.2.4 to 2.2.5 (#4947) Bumps [github/codeql-action](https://github.com/github/codeql-action) from 2.2.4 to 2.2.5. - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/v2.2.4...32dc499307d133bb5085bae78498c0ac2cf762d5) --- updated-dependencies: - dependency-name: github/codeql-action dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Add method to type-check a function (#4912) * Expose function type checker Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Expose inference-check for function Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add test case Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Move from checker to inference Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add attribute test Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * One more test Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * fix import Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Unused parameters Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Formatting changes Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Formatting changes Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Vector reserve and unused parameters Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add documentation Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Address PR feedback Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Omit unused imports Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * replace MIT with Apache-2.0 (#4943) Signed-off-by: andife <fehlner@arcor.de> * remove 3 unnecessary files (#4953) Signed-off-by: xadupre <xadupre@microsoft.com> * Make LRN reference implementation 50x faster (#4954) * Make LRN reference implementation 50x faster Signed-off-by: xadupre <xadupre@microsoft.com> * lint Signed-off-by: xadupre <xadupre@microsoft.com> --------- Signed-off-by: xadupre <xadupre@microsoft.com> * Fix Windows x86 pipeline failure: handle NumPy behavior in reference (#4955) * Fix Windows x86 pipeline failure: handle NumPy behavior in onnx.reference Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * use astype(np.int64) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> --------- Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> * add run release CIs to cover more pipelines for testing (#4948) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * Apply ORT 1.14.1 to resolve compatibility issue on Mac (#4950) Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com> Co-authored-by: Andreas Fehlner <fehlner@arcor.de> * proto to support attributes with default values (#4911) * fix something introduced with formatting (#4967) * Update function default-attribute documentation (#4965) Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Clarify reduction op inputs can be rank-0 tensors (scalars) (#4963) * Update reduce op doc Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Generate documentation Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Update documentation of optional arguments (#4970) * Update documentation of optional arguments Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Update formatting Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Fix softplus function definition (#4979) * Fix softplus function definition Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Regenerate documentation Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add auto-generated tests Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> --------- Signed-off-by: Ganesan Ramalingam <grama@microsoft.com> * Add comments to pyproject.toml to explain how to configure linters (#4978) * Update pyproject.toml Signed-off-by: Justin Chu <justinchuby@users.noreply.github.com> * Update pyproject.toml Signed-off-by: Justin Chu <justinchu@microsoft.com> --------- Signed-off-by: Justin Chu <justinchuby@users.noreply.github.com> Signed-off-by: Justin Chu <justinchu@microsoft.com> * Bump actions/deploy-pages from 1.2.4 to 1.2.5 (#4985) Bumps [actions/deploy-pages](https://github.com/actions/deploy-pages) from 1.2.4 to 1.2.5. - [Release notes](https://github.com/actions/deploy-pages/releases) - [Commits](https://github.com/actions/deploy-pages/compare/0243b6c10d06cb8e95ed8ee471231877621202c0...497da40f5225e762159b457c9ae5d6f75a136f5c) --- updated-dependencies: - dependency-name: actions/deploy-pages dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Chun-Wei Chen <jacky82226@gmail.com> * Bump github/codeql-action from 2.2.5 to 2.2.6 (#4984) * Bump github/codeql-action from 2.2.5 to 2.2.6 Bumps [github/codeql-action](https://github.com/github/codeql-action) from 2.2.5 to 2.2.6. - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/32dc499307d133bb5085bae78498c0ac2cf762d5...16964e90ba004cdf0cd845b866b5df21038b7723) --- updated-dependencies: - dependency-name: github/codeql-action dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> * Update .github/workflows/scorecard.yml Signed-off…
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Shape inference makes use of known constant values. The propagation of constant-values reuses tensors stored as attributes in Constant op nodes. This works fine for inference over the main graph. However, this is problematic for functions, since that creates copies of nodes (to do attribute-value substitution). Hence, these nodes are temporary nodes that do not persist for the lifetime of inference.
The fix is to make a copy of such tensors. We restrict this to functions to avoid unnecessary copies for the top-level graph (the most common use-case today).
TODO: Even in the case of functions, we should ideally restrict copying of these tensors to small-sized tensors (typically shapes represented as tensors) using some cutoff size-limit.