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* Add initial optimization when using a mul over a sliced convolution

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* Add more tests

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* Convert to an assert

* Check if used once

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* Add test with horiz fusion

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* Optimize nested slice

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* Fix test

* Add const refs

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

* code backup

* clang format

* refine the algorithm to support more scenarios

* clang format

* fix review comments

* clang format

* add one more unit tests to have more code change coverage
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix pad calc

* Add decompose pass

* Add decompose test

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* bert tf passes correctness

* formatting

* Add remap

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* add test

* formatting

* remove comment

* Add compute method for dot

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* add inline

* Add finder for horizontal fusion

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* Formatting

* Reuse predicate

* formatting

* fix order for literal

* formatting

* add test for gelu

* formatting

* added add_gelu fusion

* Add gemm fusions

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* add files

* formatting

* test no mul_add

* formatting

* progress on div

* formatting

* continue work on pass

* remove layernorm opt

* revert reduce file

* Add some fixes for convolution

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* Fix shape tests

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* Reuse axis equal

* Add initial split fusion

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* Update offset

* Workaround outputs that cant accept nonstandard shapes

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* Add check for split concat

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* Add missing headers

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* Add tests

* Formatting

* add optimization for bert

* code backup for bert optimization

* continue testing

* formatting

* fix matcher

* formatting

* add gelu_fn and tests

* formatting

* fix matcher, remove extra tests

* formatting

* fix matcher

* add missing files

* add find_layernorm

* add add_transpose to cmake file

* code backup for the contigous fusion

* refine ops fusion

* clang format

* fixed bug in previous optimization

* clang format

* add more optimization

* remove unnecessary code

* refinement of the fustion code

* clang format

* fixed a bug

* add used_once

* formatting

* start on new gelu

* formatting

* add matchers in fuse_ops

* formatting

* add dce to fix add_gelu

* add simplify_rsqrt and test

* formatting

* debugging value for matcher

* formatting

* add more to matchers

* formatting

* fix errors

* remove onnx gen

* add any_arg, change matchers to use either_arg

* formatting

* clang format

* formatting

* add used_once

* formatting

* code cleanup

* clang format

* fixed a bug

* remove unnecessary code

* refine comments

* optimize bert to remove more contiguous

* clang format

* remove unnecessary code

* add unit tests for bert optimization

* clang format

* fix review comments

* clang format

* refine a fusion of reshape and slice

* clang format

* fix cppcheck error

* fix review comments

* add the fusion of slice and transpose

* clang format

* add another optimization to fuse slice and transpose

* clang format

* fix review comments

* clang format

* fix review comments

* clang format

* fix review comments
Co-authored-by: Khalique <15948690+kahmed10@users.noreply.github.com>
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>
Co-authored-by: Shucai Xiao <scxiao@prj47-rack-99.local.lan>

* Fuse operators that partially match in a concat operator

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* Remove unused matcher

* Properly calculate the output_lens

* Formatting

* Formatting

* Formatting

* Fix tidy issue
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>

* Skip fusing group convolutions

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* Fix ICE on gcc 5

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* Fix gcc check

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

* Ensure the slices are in order before removing them in concat

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

* Add decompose pass

* Add decompose test

* Formatting

* Add remap

* Formatting

* Add compute method for dot

* Formatting

* Add finder for horizontal fusion

* Formatting

* Formatting

* Reuse predicate

* Add gemm fusions

* Formatting

* Add some fixes for convolution

* Formatting

* Fix shape tests

* Formatting

* Reuse axis equal

* Add initial split fusion

* Formatting

* Update offset

* Workaround outputs that cant accept nonstandard shapes

* Formatting

* Add check for split concat

* Formatting

* Add missing headers

* Formatting

* Add tests

* Formatting

* Add more testing

* Formatting

* Fix when there is duplicate splits in inputs

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* Fix mismatch iterators

* Add tests for dot fusions

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* Add test for convolution

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* Fix tidy issues

* Add more tests

* Formatting

* Ignore build directory for codecov

* Add test for groups

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* Add more tests for groups

* Formatting

* Add test for missing end slice

* Add newline

* Remove unused function

* Add support for when beta is not 1

* Formatting

* Add test for scalar

* Add one more scalar test
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add simplify_rsqrt and test

* formatting

* add used_once check

* move used_once

* formatting

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

* Add test with odd stride

* Use same logic as convolution for stride calculation

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

* fix pad calc

* progress on div

* formatting

* continue work on pass

* continue testing

* formatting

* add recip and sub matcher

* formatting

* add tests

* formatting

* fix review comments

* remove unnecessary header

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

* Horizantal fusion of unary and binary ops

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* Fix bugs in matcher

* Add tests

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* Add the op generically

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* Rename test for more detail
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add initial api

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* Add more api

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* Add auto api generation

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* Fix some compilation errors

* Change handle struct

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* Fix reamining compilation errors

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* Simplify using ctype

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* Initial c++ generation

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* Add C++header

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* Add test

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* Add initial tests

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* Try to fix formatting

* Cleanup formatting

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* Fix constructors on the same line

* Fix tests

* Formatting

* Fix tidy issues

* Fix tidy issues

* Fix naming issue

* Add onnx API to parse buffer

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* Add arguments api

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* Fix verify parameters

* Fix cppcheck issues

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* Add method to get output shapes and bytes

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* Try formatting

* Formatting

* Improve the test coverage

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* Add print method

* Formatting

* Fix cppcheck issue

* Fix package dependency

* change migraphx api to support multiple program outputs

* clang format

* change api implementation

* clang format

* fix a build error

* change api for correct automatic generation

* clang format

* Add nolint

* Try fix formatting

* Formatting

* formatting

* formatting

* Fix formatting

* code cleanup

* clang format

* fix cppcheck error

* fix review comments

* clang format
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Add compiler options

* Add copy operators

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* Use run_passes in tests

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* Use run_pass in schedule test

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* Add compile_options to get_passes in target

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* Offload copy option

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* Copy using pinned memory

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* Improve performance of gpu copying

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* Dont copy

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* Always make an extra copy

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* Remove unused write op

* Add missing include

* Remove copy_to_gpu function in python api

* Make offload copy disabled by default on C++

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* Fix tidy issues

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* Fix namespace

* Fix python tests

* Turn clang format off since its broken

* Fix compile error on gcc 5

* Remove commented code

* Fuse convolution adds

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* Fuse more 1x1 convs

* Add some tests

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* Add test for 1x1

* Add verification for add-conv fusions

* Fix stride calculation

* Formatting

* Add more tests

* Rename tests