GitLab

* add support for axes inputs for sequeeze/unsqueeze/reduce_sum

* clang format

* fix build problems

* backup code changes

* clang format

* fix a bug in parsing quantizelinear operator

* clang format

* fix a cppcheck error

* disable different versions of unit tests for different onnx version

* clang format

* upgrade onnx to 1.8

* update onnx to 1.8.1

* disable two more real models

* clang format

* fix review comments

* fix the function of assign axes in parsing the squeeze operator

* add unit tests and fix a bug

* clang format

* fix review comments

* clang format

* fix a build error

* backup code changes

* clang format

* add more unit tests and add parsing opset version

* clang format

* fix cppcheck error

* adding installing the onnx package

* resolve no protobuf compiler

* fix cppcheck error

* add unit tests for more code coverage

* clang format

* try a comment in jenkins build

* include the install onnnx line

* code backup

* reorder the dependenciesd installed

* refine dockerfile

* fix review comments

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

* add a contiguous check before the reshape in parsing resize

* clang format

* add a unit test to the fix in parse_resize

* clang format

* code cleanup

* clang format

* backup code

* clang format

* remove unnecessary code

* clang format

* add module print function

* code backup

* refine the module::print function

* refine the module:to_value() function

* code backup

* backup code changes

* code backup

* remove to_value and from_value function from the module class

* rename a function

* rename the if operator

* refine the if operator

* refine the print function of module and program

* code backup

* code backup

* fix a build warning

* fix overload of compute_shape function

* code backup

* fix unit test error

* fix cppcheck error

* fix the issue related to the overload of compute_shape

* fix review comments

* fix cppcheck error

* change the return name of if_op to be if

* clang format

* fix two unit tests

* clang format

* rename variables

* clang format

* remove the unused compute_op function

* clang format

* add lowering of if operator and compute_op function

* clang format

* add parsing if operator in onnx file

* clang format

* fix clang tidy format

* clang format

* add the gpu implementation of the if operator

* enhance the validate function and uncomment a unit test

* clang format

* remove unnecessary code

* add sub_module processing in ref passes

* clang format

* clang format

* fix a hang issue related to the valid function

* fix an issue in replace_refs

* clang format

* fix review comments

* clang format

* fix cppcheck error

* clang format

* add a unit test for more code coverage

* clang format

* fix review comments and add test for more code coverage

* clang format

* fix cppcheck error

* clang format

* fix cppcheck error

* fix a cppcheck error

* clang format

* backup code

* clang format

* fix cppcheck error

* clang format

* some code refinement

* clang format

* code backup to handle submodules in module compilation

* clang format

* code backup

* clang format

* code backup

* clang format

* fix a bug related to literal id

* fix a bug in gpu execution

* change the way of compiling a graph

* clang format

* backup more changes

* clang format

* refine pass log information

* remove unnecessary code

* clang format

* temp changes backup

* clang format

* add module name prefix to scratch memory id in hip_memory_allocation

* clang format

* change to copy the cond input by inserting a copy instruction

* clang format

* change to use the if output argument as the submodule output so can remove a gpu_copy

* clang format

* consider submodule in some compile passes

* clang format

* fix review comments

* clang format

* fix issues related to scratch memory

* clang format

* remove unnecessary code

* fix cppcheck error

* clang format

* reslove the implicit dependencies issue related to submodule

* clang format

* fix cppcheck error

* clang format

* backup temp changes

* clang format

* fixed an bug in the has_instruction function

* clang format

* fix the return value of the gpu implementation of the if operator

* fix a bug in the compute_shape function in the gpu implementation

* add an if onnx unit test

* clang format

* add more unit tests

* clang format

* tmp code backup

* clang format

* fix a sync problem related to copy cond argument from gpu to cpu

* clang format

* change the compile offload copy flag setting

* clang format

* enable copy from cpu to be able to do synchronous copy

* clang format

* add more unit tests

* add more unit tests

* add more ref unit tests

* clang format

* fixed a bug error

* tmp code backup

* clang format

* fixed an onnx verify unit test

* add more unit tests

* clang format

* reverse a change

* fix cppcheck error

* fix cppcheck error

* fix to print all instructions in program execution

* clang format

* fix bugs related to memory coloring and offload copy to be true

* clang format

* remove unnecessary include header file

* sort test cases in ref_cpu_ops alphabetically

* clang format

* add a flag to disable cpu target in verification test

* change the way to disable some tests

* clang format

* disable verify unit test of the if operators

* add a function call to have more code coverage

* fix a build error

* fix review comments

* fix review comments

* clang format

* add a api gpu unit test for more code coverage

* clang format

* change to use instruction.size() as node index

* move the calc_implicit_deps function to module class as a member function

* clang format

* move the offload_copy flag setting to lowering

* clang format

* assign the module_eval lambda function to a variable to simplify code

* clang format

* move the compute function from ref/gpu implementation to the main if operator

* clang format

* fix cpp check error

* add a unit test for more code coverage

* clang format

* add unit test to calculate implicit deps

* add a python unit test

* clang format

* refine a unit test to have more code coverage

* clang format

* chang the way of wrap up arguments for sub modules

* clang format

* fix some build errors

* code cleanup

* refine unit tests to have more code coverage

* clang format

* refine unit test to have more code coverage

* code backup

* clang format

* add memory coloring test

* refine memory coloring unit test

* clang format

* remove an unnecessary line

* remove an unused line

* remove an unnecessary parameter in the lambda function

* clang format

* refine a unit test

* remove an unnecessary line

* refine unit tests to have more code coverage

* clang format

* combine two lines

* add one more unit test for more code coverage

* clang format

* add one more unit test

* clang format

* fix review comments

* refine a print out information

* fix review comments

* clang format

* change the sync copy to using a gpu device sync

* clang format

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

* 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>

* 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>

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>

* 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>

* fix a bug in parsing clip

* clang format

* add unit tests

* clang format

* fix parsing to kdims

* add 5d size

* fix assert

* add 3d test

* formatting
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>

* fix pad calc

* bert tf passes correctness

* formatting

* add test

* formatting

* remove comment

* add inline

* formatting

* fix order for literal

* formatting

* test no mul_add

* formatting

* debug layernorm

* debug layernorm

* manual merge

* more progress

* formatting

* remove miopen batchnorm

* remove headers

* Fix compile error with no dpp reductions

* fix indices

* formatting

* change matcher

* formatting

* remove binds

* formatting

* disable tf matcher

* formatting

* use fast div

* formatting

* fix matcher

* formatting

* remove comment

* move find_matches

* add assert

* formatting

* fix deepcode issue
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>
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>

* 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>

* new onehot implemenation by combining other operators

* clang format

* backup

* update unit tests

* 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

* 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

* fix review comments

* fix unit test error
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add onehot and tests, add missing gen_tf for onehot

* formatting

* fix cast

* specify onehot for error msg
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix axes bug, reorder and add test

* formatting

* add missing test file

* python api support scalar argument

* 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

* add unit tests for the split operator

* clang format

* fix cppcheck error

* clang format

* update tests for multiple program outputs

* clang format

* update the function parse_graph

* clang format

* fixed an unit test

* revert code back

* remove blank line

* refine an error message

* add unit tests for code change

* clang format

* refine an error message
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add recip gpu and tests

* formatting

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

* fixed a bug in parse_slice

* add a unit test

* clang format