GitLab

* Add method to compute shape with same layout

* Formatting

* Fix permutation with ambiguous layouts

* Formatting

* Propagate layout for pointwise operators

* Formatting

* Propagate layout for more operators

* Formatting

* Sort with lens

* Formatting

* Simplify permutation sorting

* Formatting

* Propagate layout for concat operator

* Formatting

* Use copy

* Formatting

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

* 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>

* add a flag to disable cpu target in verification test

* change the way to disable some tests

* clang format

* add a function call to have more code coverage

* fix a build error

* fix review comments

* fix review comments

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

* Add code object op

* Formattting

* Add more value tests

* Formatting

* Fix from_value conversion from binary

* Formatting

* Dont use offload copy

* Remove iostream header

* Fix compilation errors

* Formatting

* Rename var

* Add missing files

* Formatting

* Remove duplicate variable

* Remove comment

* Template the function so sfinae will work

* Formatting

* Use template specialization since ADL is broken on hcc

* Formatting

* Annotate the constructor with HD for hcc

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

* Add eliminate_data_type pass

* Formatting

* Auto convert quant ops

* Formatting

* Flip the order of decompose

* Compute max size differently

* Formatting

* Clamp values in convert

* Formatting

* Fix loss of precision in reduce

* Formatting

* Fix bugs in reduction

* Fix accumulator type in reference softmax implementation

* Formatting

* Update convert test

* Remove unused variables

* Remove unnecessary quant_dot check

* Formatting

* Add tests

* Formatting

* Remove unused code

* Remove duplicate ops

* Remove blaze dependency

* Use set since shape::type_t is no hashable on gcc 5

* Formatting

* Add dnnl binary op

* Formatting

* Add binary and eltwise

* Formatting

* Add softmax

* Formatting

* Remove unused operators

* Add missing files

* Formatting

* Add lrn

* Formatting

* Add deconvolution

* Formatting

* Change allocate default

* Add reorder

* Formatting

* Add reductions

* Formatting

* Sort lines

* Change literals in another loop

* Add pow operator

* Formatting

* Add pow operator

* Formatting

* Make sure shapes are packed

* Allow broadcasted inputs

* Remove unused operators

* Simplify functions

* Remove softmax

* Add sub and erf functions

* Formatting

* Fix bug

* Formatting

* Improve parallism

* Formatting

* Allow multiple batch dimensions

* Formatting

* Move literal transforms out of lowering

* Formatting

* Add gather operator

* Sort lines

* Add early exit for carry

* Formatting

* Add missing concat

* Rename macro

* Fix deep nesting

* Formatting

* Fix cppcheck issues

* Remov else

* Move attribute to typedef

* Formatting

* Disable maybe-uninitialized warning since its broken on gcc

* Add constexpr default constructor

* Formatting

* Fix compiler warnings

* Fix adjust_allocation test

* Add layernorm matcher

* Add gelu_erf matcher

* Formatting

* Add gelu_tanh matcher

* Formatting

* Remove match namespace

* Formatting

* Use matcher instead of string

* Formatting

* Add fusions

* Formatting

* Make input a const ref

* Make this explicit for gcc 5
Co-authored-by: Shucai Xiao <shucai@gmail.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix relu6

* add more transposes

* add parse_tf calls

* progress on multi_outputs

* formatting

* add multi output test

* add comment and update migraphx.py

* fix compile

* formatting

* update tools/api

* formatting

* fix function call

* fix generate

* simplify tests

* formatting

* rename tests

* enclose braces

* add more tests

* update comments

* rename file and add default param

* formatting

* fix tidy and change type

* formatting older files
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* code backup

* clang format

* code backup

* change the print function to support print instruction from other modules

* clang format

* fix cppcheck error

* fix cppcheck error

* chang to make submodule to be owned by program instead of modules

* clang format

* add an unit test for copy of a program with sub_modules

* clang format

* remove the parent_module member variable from the module class

* clang format

* add unit test for serialization of program with submodules

* clang format

* Fix bug where instructions were not printed when doing TRACE_EVAL

* clang storage of modules from map to list

* clang format

* Formatting

* change the program assign function

* 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

* remove the unused compute_op function

* clang format

* fix clang tidy format

* clang format

* enhance the validate function and uncomment a unit test

* clang format

* remove unnecessary code

* 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

* 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

* fix a cppcheck error

* clang format

* fix cppcheck error

* clang format

* fix review comments

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

* fix the flag in rocblas api for int8 data type

* used different flag for different rocblas versions

* clang format
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>

* adding changes for resnet50 inference: opencv version problem wit qt + headless server support

* added histogram output instead of text
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix issue#727

* clang format

* refine unit tests

* fix cppcheck error

* fix review comments

* refine a unit test to cover more code changes

* fix cppcheck error

* remove unnecessary include file

* fix review comments

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

* Add eliminate_data_type pass

* Formatting

* Auto convert quant ops

* Formatting

* Flip the order of decompose

* Compute max size differently

* Formatting

* Clamp values in convert

* Formatting

* Fix loss of precision in reduce

* Formatting

* Fix bugs in reduction

* Fix accumulator type in reference softmax implementation

* Formatting

* Update convert test

* Remove unused variables

* Remove unnecessary quant_dot check

* Formatting

* Add tests

* Formatting

* Remove unused code

* Remove duplicate ops

* Remove blaze dependency

* Use set since shape::type_t is no hashable on gcc 5

* Formatting

* Add dnnl binary op

* Formatting

* Add binary and eltwise

* Formatting

* Add softmax

* Formatting

* Remove unused operators

* Add missing files

* Formatting

* Add lrn

* Formatting

* Add deconvolution

* Formatting

* Change allocate default

* Add reorder

* Formatting

* Add reductions

* Formatting

* Sort lines

* Change literals in another loop

* Add pow operator

* Formatting

* Add pow operator

* Formatting

* Make sure shapes are packed

* Allow broadcasted inputs

* Remove unused operators

* Simplify functions

* Remove softmax

* Add sub and erf functions

* Formatting

* Fix bug

* Formatting

* Improve parallism

* Formatting

* Allow multiple batch dimensions

* Formatting

* Move literal transforms out of lowering

* Formatting

* Add gather operator

* Sort lines

* Add early exit for carry

* Formatting

* Add missing concat

* Rename macro

* Fix deep nesting

* Formatting

* Fix cppcheck issues

* Remov else

* Move attribute to typedef

* Formatting

* Disable maybe-uninitialized warning since its broken on gcc

* Add constexpr default constructor

* Formatting

* Fix compiler warnings

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

* update README.md file

* update README.md file

* update README.md file

* update README.md file

* update README.md file

* update dependencies

* update dependencies

* update readme file

* format issue

* edit

* edit text

* update script to install all dependencies

* remove unnecessary libs

* refine readme file

* refine readme file

* refine readme file

* refine readme file

* refine README

* refine readme.md file

* fix a error in the README.md file

* change to use Dockerfile to call install_prereqs.sh

* refine readme file

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* fixed a bug

* refine readme file

* minor change

* minor changes

* minor changes

* minor changes

* some additional refinement

* fix review comments

* some refinement

* fix review comments

* refine readme file

* fix minor issue

* change the miopen versioin back to 2.4.0

* fix an error in find_package

* remove an unnecessary change

* some additional refinement of the readme file

* fix readme file

* fix a review comments

* added one more note for rbuild

* add more informat for rbuild not found

* add a period

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* refine a link in the readme file

* some additional refinement

* minor changes

* minor changes

* minor changes
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.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 relu6

* add more transposes

* add tests

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

* Fix bug where instructions were not printed when doing TRACE_EVAL

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

* Add code object op

* Formattting

* Add more value tests

* Formatting

* Fix from_value conversion from binary

* Formatting

* Dont use offload copy

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

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

* Add doc for c++ api

* Formatting

* Add driver documentation

* Change the way base class is documented

* refactor files

* formatting

* fix add_bcast test

* fix some tidy errors

* add transpose field and fix more tidy

* formatting

* add pad test and fix more tidy

* formatting

* fix conv parser

* fix depthwiseconv

* remove unsed functions

* remove includes and functions
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* Add eliminate_data_type pass

* Formatting

* Auto convert quant ops

* Formatting

* Flip the order of decompose

* Compute max size differently

* Formatting

* Clamp values in convert

* Formatting

* Fix loss of precision in reduce

* Formatting

* Fix bugs in reduction

* Fix accumulator type in reference softmax implementation

* Formatting

* Update convert test

* Remove unused variables

* Remove unnecessary quant_dot check

* Formatting

* Add tests

* Formatting

* Remove unused code

* Remove duplicate ops

* Remove blaze dependency

* Use set since shape::type_t is no hashable on gcc 5

* Formatting
Co-authored-by: Shucai Xiao <shucai@gmail.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>

* Update module name

* Formatting

* Add const ref

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

* Normalize compute functions

* Formatting

* Save normalization flag to the file

* Formatting

* Remove tuned functions

* Formatting

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

* Added initial examples

* Added python example from wiki

* Edited readme

* Added cpp interface files

* Made changes to readmes

* Added jupyter notebook for tf2 ex, added readme for tf1 ex

* Added dockerfile

* Re-structured driver example

* Removed unnecessary files

* Changed include path

* Removed cpp_interface to rewrite

* Added example of parsing, loading, saving with C++ API

* Updated readme

* Small code change, altered docker invocation, formatiing

* Formatting

* Added newline to end of dockerfile

* Formatting

* Formatting

* Added C++ API inference example program

* Formatting

* Added README to cpp inference example

* DeepCode suggested changed

* DeepCode suggested change

* Redesign python inference example

* Address review comments

* Address review comments

* Address review comments

* Added check for half version; conditionally ignore struct specialized for deprecated type

* Moved new block after find_package(ROCM)

* Rename HAVE_EXPR to HAVE_HALF_EXPR; relocated definitions
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* disable some ort tests to pass jenkins build

* update onnxruntime to a later version and run disabled tests sequentially

* remove the command line to turn on some unit tests

* Update test for passes

* Formatting

* Rewrite simplify_reshapes

* Formatting

* Rewrite normalize pass

* Formatting

* Rewrite pooling

* Formatting

* Rewrite schedule tests

* Formatting

* Add binary type to serialization

* Formatting

* Fix tidy warning

* Size of value type is 1

* Formatting
Co-authored-by: Shucai Xiao <shucai@gmail.com>

* Added initial examples

* Added python example from wiki

* Edited readme

* Added cpp interface files

* Made changes to readmes

* Added jupyter notebook for tf2 ex, added readme for tf1 ex

* Added dockerfile

* Re-structured driver example

* Removed unnecessary files

* Changed include path

* Removed cpp_interface to rewrite

* Added example of parsing, loading, saving with C++ API

* Updated readme

* Small code change, altered docker invocation, formatiing

* Formatting

* Added newline to end of dockerfile

* Formatting

* Formatting

* Added C++ API inference example program

* Formatting

* Added README to cpp inference example

* DeepCode suggested changed

* DeepCode suggested change

* Redesign python inference example

* Address review comments

* Address review comments

* Address review comments

* 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