GitLab

* onnx tests for lessorequal operator

* lessorequal operator implementation

* added test to verify_onnx.cpp

* changes to tests

* formatting

* fixing tidy
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix relu6

* add more transposes

* add multi output

* formatting

* add tests

* formatting

* fix tests

* change to_nchw for outputs

* add python api

* fix cppcheck

* remove variable

* fix lambda

* add multi_output test

* add more tests and merge

* fix help message

* debugging work

* fix valid op string

* formatting

* manual merge

* mark function as const
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>
Co-authored-by: Shucai Xiao <shucai@gmail.com>

* changes for not operator

* changed name of the op from unary_not to not

* Added tests for op and onnx parsing

* reordering not_test in onnx_test.cpp

* not operator -- gpu implementation

* added bool test for not operator

* Added test and missing links for not operator on GPU

* typo fix

* adding .onnx test files for not operator

* formatting
Co-authored-by: Shucai Xiao <shucai@gmail.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* if operator support with constant condition input

* clang format

* add a missing file

* clang format

* add an onnx verifcation unit test for the if operator

* clang format'

* fix review comments

* temp version to try jenkin build

* remove unnecessary changes

* unit tests refinement for more code coverage

* clang format

* try a mutex to fix possible race condition in onnxruntime tests

* tmp changes to try jenkins build

* remove unnecessary code

* fix review comments
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix a bug that softmax/logsoftmax cannot handle nonstd input shape

* clang format

* fix review comments

* clang format

* refine test to have more code coverage

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add the and operator

* clang format

* add unit tests for the and operator

* clang format

* change the and name to logical_and and add the logical_or, logical_xor

* clang format

* add onnx unit tests for or and xor

* add more unit tests

* initial testing

* initial testing

* add dequantize

* formatting

* add tests

* formatting

* revert file

* add parse files

* formatting

* add axis tuning and fix tests

* formatting

* add tests and fix int8

* formatting

* fix tidy

* test with int32

* add default name and change string to upper

* formatting

* remove boost call

* add support of the different input data_type for the pow operator

* clang format

* fix cppcheck error

* clang format

* add unit test for the pow operator with different input data types

* clang format

* remove unnecessary comments

* fix review comments

* clang format

* fix a issue related to hash table key type

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add an api get_main_module

* clang format

* modify onnx unit test for module

* clang format

* refactor ops unit test with the get_main_module

* clang format

* code backup

* clang format

* refine module c api

* add python api for module

* clang format

* fix a python api issue

* clang format

* fix cppcheck error

* clang format

* refine unit tests changes

* clang format

* code backup

* code backup

* clang format

* defer some changes to later PRs

* change return of get_main_module from ref to pointer

* clang format

* add unit tests for the get_main_module_api

* clang format

* fix cppcheck error

* clang format

* fix cppcheck error

* clang format

* add more unit tests for more code change coverage

* clang format

* fixed a unit test error

* clang format

* fix unit test

* clang format

* code backup

* code change for more code coverage

* change program to module in various passes and matcher

* clang format

* modify the pass API

* code backup

* code backup

* clang format

* code backup

* clang format

* Add option to no generate a destroy method

* Formatting

* fix some review comments

* clang format

* fix review comments

* clang format

* clang format

* code backup

* code backup

* clang format

* fix cppcheck errors

* clang format

* clang format

* fix build errors

* clang format

* modify gpu unit tests to using module

* clang format

* fix cppcheck error

* clang format

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Formatting

* fix review comments

* code backup

* clang format

* code backup

* clang format

* fix a bug related to a unit test

* clang format

* clang format

* fix a build error

* remove unnecessary code

* remove unnecessary files

* code backup

* clang format

* remove the compile function from the module class

* clang format

* clang format

* remove the context parameter from the from_value method of the module class

* code refinement

* clang format

* merge changes from develop branch

* clang format

* fix cppcheck error

* clang format

* fix a build error

* fixed a merge error

* fix cppcheck error

* fixed review comments

* clang format

* fix cppcheck error

* fix a cppcheck error

* fix cppcheck error

* fix build error caused by merge

* Add missing has_op function

* Formatting

* merge changes from develop branch

* fix a cppcheck error

* fixed some review comments

* clang format

* remove the begin/end function of the program class

* clang format

* refine code and fix cppcheck error

* clang format

* fix review comments

* clang format

* fix review comments

* clang format

* add unit tests for more code coverage

* clang format

* fix review comments

* clang format

* fix review comments

* clang format

* fix a build error in debug mode

* clang format
Co-authored-by: Paul <pfultz2@yahoo.com>

* Load op when serializing

* Formatting

* Add missing clip field

* Use make_op almost everywhere

* Formatting

* More make ops for rnns

* Get rid of spaces

* Formatting

* Remove operators headers

* Formatting

* Remove unused op headers

* Increase line threshold

* reimplement the where op to avoid inf value issue

* clang format

* fixed a bug in a unit test

* clang format

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* code backup

* clang format

* change corresponding tool files

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* initial progress

* formatting

* change function def

* move read_buffer to header

* formatting

* add test files

* formatting

* fix tidy and deepcode errors

* deepcode check

* use file_buffer

* add const

* use newer fs calls

* formatting
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add an api get_main_module

* clang format

* modify onnx unit test for module

* clang format

* refactor ops unit test with the get_main_module

* clang format

* code backup

* clang format

* refine module c api

* add python api for module

* clang format

* fix a python api issue

* clang format

* fix cppcheck error

* clang format

* refine unit tests changes

* clang format

* defer some changes to later PRs

* change return of get_main_module from ref to pointer

* clang format

* add unit tests for the get_main_module_api

* clang format

* fix cppcheck error

* clang format

* add more unit tests for more code change coverage

* clang format

* fix unit test

* clang format

* code change for more code coverage

* Add option to no generate a destroy method

* Formatting

* fix some review comments

* clang format

* fix review comments

* clang format

* clang format
Co-authored-by: Paul <pfultz2@yahoo.com>

* code backup for upsample op

* clang format

* fixed a bug

* fix a bug

* clang format

* add unit tests for upsample

* clang format

* code backup for resize

* clang format

* code backup

* clang format

* add unit test for resize operator

* clang format

* fix cppcheck error

* fix cppcheck error

* clang format

* fix a typo

* refine unit tests for better code coverage

* remove unnecessary python binary file

* fix review comments

* clang format

* change two functions to static
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Added greater and less operators

* Fixed ops_test.cpp

* Set commutative to false for less, greater

* Refactored parse_equal/less/greater into parse_compare_op

* Removed unnecessary function attributes() from greater.hpp/less.hpp

* Added op_name arguments

* Removed local settings

* Formatting

* Missing comma

* Formatting

* Formatting

* Formatting

* Formatting

* Formatting

* Missing space
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* code backup for upsample op

* clang format

* fixed a bug

* fix a bug

* clang format

* add unit tests for upsample

* clang format

* clang format
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* code backup

* clang format

* support for sele operator

* clang format

* added an onnx unit test for selu

* clang format

* add more unit tests for the selu operation
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add the where operator

* clang format

* add where unit tests

* add where op unit test

* clang format

* add more unit tests for the where op

* clang format

* Add support for constructing value from enum

* Formatting

* add an comment about the algorithm

* call make_op to create the convert instruction
Co-authored-by: Paul <pfultz2@yahoo.com>

* add support for latest dropout version

* clang format

* fix a build error

* fix a cppcheck error

* add bool type

* code backup

* code backup

* clang format

* fix build warnings

* clang format

* add the equal operator

* add the equal operator

* clang format

* remove unnecessary code

* refine unit tests

* clang format

* fix review comments and a bug

* clang format

* additional changes

* clang format

* remove unnecessary changes

* remove unnecessary changes
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* fix a bug in parsing clip

* clang format

* add unit tests

* clang format

* support pooling ceil_mode

* clang format

* add unit test for pooling ceil mode

* clang format

* fix review comments

* clang format

* add more unit tests and fixed a bug in cpu pooling implementation

* clang format

* add one more unit test

* clang format

* fix cppcheck error

* fix cppcheck error

* fix cppcheck error

* fix review comments

* clang format

* remove the padding_mode attribute in pooling

* clang format

* clang format

* fix review comments

* clang format

* fix a cppcheck error

* fix review comments
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add bool type

* code backup

* code backup

* clang format

* fix build warnings

* clang format

* add the equal operator

* add the equal operator

* clang format

* remove unnecessary code

* refine unit tests

* clang format

* fix review comments and a bug

* clang format

* additional changes

* clang format

* fix cppcheck error

* add bool type in c api

* fix cppcheck error

* fix review comments

* fix cppcheck error

* fix a build error related to gcc

* fix cppcheck error

* fix cppcheck error

* added the equal operator to register list

* add parsing boolean type

* clang format

* fix bool type issue for python output

* clang format

* add support for automatic multibroadcast of the equal operator

* additional unit tests for more code coverage

* clang format

* missing an onnx file

* code cleanup

* clang format

* fix issue of int64 data type in python api

* clang format

* include more onnx backend unit tests

* add more unit tests to cover code changes

* clang format

* disable python tests for python2.7

* code backup for python half type support

* clang format

* code change to support half data type in python

* add a unit test for python half type

* clang format

* add more unit tests for more code coverage

* clang format

* add more unit tests for more code coverage

* clang format

* refine unit tests to have more code coverage

* clang format

* update python unit test

* revert to a previous version of test_gpu.py

* add bool type

* code backup

* code backup

* clang format

* fix build warnings

* clang format

* add the equal operator

* add the equal operator

* clang format

* remove unnecessary code

* refine unit tests

* clang format

* fix review comments and a bug

* clang format

* additional changes

* clang format

* fix cppcheck error

* add bool type in c api

* fix cppcheck error

* fix review comments

* fix cppcheck error

* fix a build error related to gcc

* fix cppcheck error

* fix cppcheck error

* added the equal operator to register list

* add parsing boolean type

* clang format

* fix bool type issue for python output

* clang format

* add support for automatic multibroadcast of the equal operator

* additional unit tests for more code coverage

* clang format

* missing an onnx file
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* Add make_op function

* Formatting

* Add more values

* Formatting

* Remove templates parse_conv functions

* Formatting

* Remove mat_mul template

* Formatting

* Reduce header includes

* Fix compiling for gpu

* Formatting

* Use make_op in lowering

* Formatting

* Sort lines

* Formatting

* Add more tests

* Formatting

* Fix tidy error

* Formatting

* Add const refs

* Add explicit this

* Add more const refs

* Sort the program

* Remove commented out code

* Formatting

* Infer gpu prefix

* Formatting
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add parsing NonZero operator

* clang format

* add unit test

* clang format

* add unit tests for more code coverage

* clang format

* fix an error message

* fix review comments

* fix review comments
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* initial progress

* formatting

* add pooling changes

* formatting

* change eliminate_pad

* formatting

* rename var

* fomratting

* update op shape test and compute

* formatting

* revert conv constructor

* formatting

* change initializer

* formatting

* fix tidy

* change quant conv and shape check

* add tests and fixes

* formatting

* fix type

* fix conv test

* formatting

* add pooling and bn tests

* formatting

* add inconsistent attr tests

* fix padding issue

* formatting

* progress on 1d to 2d

* formatting

* change compute and compile functions

* formatting

* fix duplicate

* fix conflict

* fix issue with 1d conv

* formatting

* add check for 3d limit

* rename function

* formatting

* update to MIOPen 2.3

* add support for nd pooling

* formatting

* test miopen 2.4

* change function name

* rename functions

* formatting

* add op_shape test

* add gpu ops tests

* formatting

* add pkg-config

* add to support asymmetric padding of averagepool

* clang format

* fix bug for average pooling

* clang format

* fix a bug

* add unit tests for the asymmetric padding of averagepool

* clang format

* change functions

* formatting

* additional code refinement

* clang format

* change to copy_backward

* formatting

* remove an optimization for pooling

* clang format

* add and fix unit tests

* clang format

* test diff miopen version

* add pooling shape tests

* temp disable test

* fix cppcheck error

* fix cppcheck error

* revert to miopen 2.4

* fix review comments

* fix review comments

* clang format

* fixed review comments

* clang format

* fix cppcheck error
Co-authored-by: Khalique <15948690+kahmed10@users.noreply.github.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* initial progress

* formatting

* check existing tests

* formatting

* change for loop to transform

* formatting

* add tests

* formatting

* remove comment

* add more tests

* remove extra slice axes
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add quantization_fp16 c api

* clang format

* add quantization c api

* clang format

* backup code for add_c_api of quantization

* add c/c++ api for the quantization

* clang format

* fix a cppcheck error

* fix cpp check error

* add unit test for quantization apis

* clang format

* fix cppcheck error

* clang format

* refine unit tests to cover more code changes

* clang format

* refine unit tests for more code change coverage

* add an op_names class

* clang format

* refine a unit test for more code change coverage

* code backup

* clang format

* remove unnecessary code

* fix review comments

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add the neg operator

* clang format

* add missing operator

* fixed a cppcheck error

* change to use the neg operator

* clang format

* code backup

* clang format

* fix compiling errors

* clang format

* rename a few files

* rename a few files

* fix variable bugs

* clang format

* add an operator to shift input sequences

* clang format

* fixed a bug

* clang format

* fixed a bug

* clang format

* code backup

* clang format

* code backup

* clang format

* code backup

* clang format

* refine code related lstm operator optimization

* clang format

* fix various bugs

* clang format

* fixed a bug in rewrite_lstm

* clang format

* fixed another bug

* refine two operator names

* clang format

* refine file names

* fix cppcheck error

* clang format

* fix cppcheck error

* clang format

* fix cppcheck error

* fixed review comments

* clang format

* add unit tests

* clang format

* add unit tests

* clang format

* refine unit tests for better coverage

* clang format

* fixed a bug

* fix cppcheck error

* fix review comments

* clang format

* rename two operators according to review comments

* clang format

* add parsing the operator GatherElements

* clang format

* add onnx unit tests for the gather_elments operator

* clang format

* clang format

* remove unnecessary files

* remove unnecessary files

* add a verify onnx unit test for the gather element operator

* clang format
Co-authored-by: Shucai Xiao <scxiao@prj47-rack-99.local.lan>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* initial progress on embedding_bag

* formatting

* add test

* move enum

* formatting

* fix tidy

* improve test for more coverage

* formatting

* update arg and test

* formatting

* add more tests

* formatting

* fix enum

* formatting

* initial progress

* formatting

* add pooling changes

* formatting

* change eliminate_pad

* formatting

* rename var

* fomratting

* update op shape test and compute

* formatting

* revert conv constructor

* formatting

* change initializer

* formatting

* fix tidy

* change quant conv and shape check

* add tests and fixes

* formatting

* fix type

* fix conv test

* formatting

* add pooling and bn tests

* formatting

* add inconsistent attr tests

* fix padding issue

* formatting

* fix review comments, remove duplicate test

* formatting

* fix variable

* fix assert bug

* fix attr check

* remove std
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add range op and test

* add float test

* use generate for vector

* formatting

* fix delta arg check

* fix assert

* formatting
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add reflect pad and tests

* formatting

* modify iterators

* formatting

* test tidy error

* fix algorithm

* formatting

* rename function

* move conditional

* formatting

* fix test

* fix left pad and tests
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add skip unknown operators flag

* Formatting

* Add flag to print program on error

* Formatting

* Fix compile error in py

* Formatting

* Workaround cppcheck error

* Initialize with struct

* Formatting

* Disable warning

* Formatting

* Add test for print errors

* Formatting

* Formatting

* Fix compiler error

* Formatting

* Formatting

* Formatting

* Use correct map

* Formatting
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* python api support scalar argument

* clang format

* add unit test for the scalar type

* clang format

* update to include numpy

* fix package issue

* fix package issue

* fixed review comments

* resolve review comments

* remove unnecessary changes

* refine a unit test for beter coverage

* clang format

* refine unit tests to cover code change

* clang format

* change unit test

* refine tests

* refine unit test

* clang format

* refine unit test

* fix a dockerfile error

* fix bug

* scalar shape support in c++ api

* clang format

* fix cppcheck error

* fix possible errors

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix pad calc

* add tile op

* formatting

* add test

* formatting

* fix tidy

* formatting
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* refine slice implementation

* clang format

* fix cppcheck error

* clang format

* change parse operator function signature

* clang format

* add parsing the split operator

* clang format

* add parsing split operator

* make squeeze/unsqueeze inputs to standard shape

* fix a bug in parsing slice

* change parsing pad to support opset 11 definition

* clang format

* add unit tests for the split operator

* clang format

* fix cppcheck error

* clang format

* update tests for multiple program outputs

* clang format

* fix cppcheck error

* clang format

* refine an error message

* add unit tests for the pad operator

* clang format

* add unit tests for slice operator

* clang format

* fix review comments

* fix cppcheck error

* add the numpy package in the Dockerfile

* add c api for onnx options

* clang format

* change c/c++ and python apis related to parse_onnx option change

* clang format

* fixed a bug

* fix a bug

* add fix bugs in cpp api

* fix bugs in c api for onnx_options

* clang format

* add unit tests

* clang format

* add missing onnx file

* add more unit test for dynamic input shape support

* clang format

* fix cppcheck error

* fix cppcheck error

* fix cppcheck error

* clang format

* fix cppcheck error

* clang format

* code change to resolve the segmentation problem

* clang format

* change the api

* clang format

* fixed a unit test error

* fix cppcheck error

* clang format

* fixed a cppcheck error

* fix review comments

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* new onehot implemenation by combining other operators

* clang format

* backup

* update unit tests

* clang format