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* Add initial api

* Formatting

* Add more api

* Formatting

* Add auto api generation

* Formatting

* Fix some compilation errors

* Change handle struct

* Formatting

* Fix reamining compilation errors

* Formatting

* Simplify using ctype

* Formatting

* Initial c++ generation

* Formatting

* Add C++header

* Formatting

* Add test

* Formatting

* Add initial tests

* Formatting

* Try to fix formatting

* Cleanup formatting

* Formatting

* Fix constructors on the same line

* Fix tests

* Formatting

* Fix tidy issues

* Fix tidy issues

* Fix naming issue

* Add onnx API to parse buffer

* Formatting

* Add arguments api

* Formatting

* Fix verify parameters

* Fix cppcheck issues

* Formatting

* Add method to get output shapes and bytes

* Formatting

* Try formatting

* Formatting

* Improve the test coverage

* Formatting

* 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>

* Fix HIP-Clang GPU build issues

Add missing device attributes for GPU functions. GPU functions must be annotated with __device__ in HIP.

* Use HIP device function max and min

* Fix clang-format-5.0 issues

* Undo change that breaks on HIP-HCC
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add initial api

* Formatting

* Add more api

* Formatting

* add more operators (asinh, acosh, atanh, MatMulInteger, ConvInteger)

* clang format

* add unit tests for new operators

* clang format

* Add auto api generation

* Formatting

* Fix some compilation errors

* Change handle struct

* Formatting

* Fix reamining compilation errors

* Formatting

* Simplify using ctype

* Formatting

* Initial c++ generation

* Formatting

* Add C++header

* Formatting

* Add test

* Formatting

* Add initial tests

* Formatting

* Try to fix formatting

* Cleanup formatting

* Formatting

* Fix constructors on the same line

* Fix tests

* Formatting

* Fix tidy issues

* Fix tidy issues

* Fix naming issue

* Add onnx API to parse buffer

* Formatting

* Add arguments api

* Formatting

* Fix verify parameters

* Fix cppcheck issues

* Formatting

* Add method to get output shapes and bytes

* Formatting

* Try formatting

* Formatting

* Improve the test coverage

* Formatting

* Add print method

* Formatting

* Fix cppcheck issue

* Fix package dependency

* Add nolint

* Try fix formatting

* Formatting

* formatting

* formatting

* Fix formatting
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Add initial api

* Formatting

* Add more api

* Formatting

* Add auto api generation

* Formatting

* Fix some compilation errors

* Change handle struct

* Formatting

* Fix reamining compilation errors

* Formatting

* Simplify using ctype

* Formatting

* Initial c++ generation

* Formatting

* Add C++header

* Formatting

* Add test

* Formatting

* Add initial tests

* Formatting

* Try to fix formatting

* Cleanup formatting

* Formatting

* Fix constructors on the same line

* Fix tests

* Formatting

* Fix tidy issues

* Fix tidy issues

* Fix naming issue

* Add onnx API to parse buffer

* Formatting

* Add arguments api

* Formatting

* Fix verify parameters

* Fix cppcheck issues

* Formatting

* Add method to get output shapes and bytes

* Formatting

* Try formatting

* Formatting

* Improve the test coverage

* Formatting

* Add print method

* Formatting

* Fix cppcheck issue

* Fix package dependency

* Add nolint

* Try fix formatting

* Formatting

* formatting

* formatting

* Fix formatting
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* add multibroadcast to simplify reshapes

* formatting

* revert simplify_reshapes cpp

* initial testing

* add shape op

* formatting

* add env variable for batch sizes

* formatting

* progress on driver

* progress on driver

* cleanup

* cleanup

* add and modified prev tests

* formatting

* remove comment

* add shape op test

* formatting

* manually insert shape op in test

* formatting

* create options struct for parsers

* formatting

* Add documentation for python

* Fix c++ documentaion

* add documentation to parser

* formatting

* add argmin and tests

* fix doc and definitions

* formatting

* revert test functions

* formatting

* cpu impl of conv_transpose

* more work on conv_transpose

* rename files, added extratests

* formatting

* add more tests

* formatting

* changes

* fix tests

* fix tidy

* formatting

* fixed function parameter

* fix function parameter

* add cpu ops test

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

* fix pad calc

* formatting

* initial testing

* formatting

* add tests

* formatting

* add verify onnx test

* formatting

* python3 test

* fix test case and impl bug

* fix test case and impl bug

* fix test case and impl bug

* formatting

* change parse_test

* formatting

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

* add reduce operators as required by onnxruntime

* clang format

* remove a test since it can cause overflow

* resolve cppcheck error

* clang format

* fix cppcheck error

* clang format

* change char to upper case

* clang format

* minor changes

* improve implementation of the pooling operator

* clang format

* improve implementation of the pooling operator

* clang format

* improving parsing the pooling operators

* clang format

* continue improve pooling operators

* clang format

* correct the explicit pad values for maxpool

* clang format

* add unit test for parsing poolig operators

* clang format

* fix review comments

* refine the padding processing in parsing pooling operator

* clang format

* add more onnx unit test to have better code coverage

* clang format

* refine code to fix review comments

* clang format

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

* change to support optional outputs

* clang format

* add onnx test for better code coverage

* add corresponding onnx file

* fix review comments of handling optional program outputs

* clang format

* change onnx unit test to pass

* clang format

* refine onnx unit tests

* clang format

* remove unnecessary code

* improve unsqueeze to support negative axis and parsing scalar

* clang format

* add a test example for the negative axis of unsqueeze

* improve the squeeze operator to support negative axis

* clang format

* fixed a small bug in the lrn implementation

* clang format

* support negative axis in argmax and argmin

* clang format

* improve flatten to support negative axis

* clang format

* change softmax/logsoftmax to support negative axis

* clang format

* improve transpose by adding default perm

* clang format

* add one more dimens for tensor size

* add one more dimens for tensor size

* disable conv ops fusion for non-symmetric cases

* clang format

* fixed review comments

* move computing axis from the device function to the compute function

* clang format

* move computing axis from device function to the operator computing function

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

* initial testing

* add shape op

* formatting

* add env variable for batch sizes

* formatting

* progress on driver

* progress on driver

* cleanup

* cleanup

* add and modified prev tests

* formatting

* remove comment

* add shape op test

* formatting

* manually insert shape op in test

* formatting

* create options struct for parsers

* formatting

* Add documentation for python

* Fix c++ documentaion

* add documentation to parser

* formatting

* add argmin and tests

* fix doc and definitions

* formatting

* revert test functions

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

* Add experimental support for c++ output

* Format

* Fix syntax errors

* Add resnet50 model

* Formatting

* Add inceptionv3 model

* Formatting

* Add alexnet

* Formatting

* Fix name of pooling mode

* Formatting

* Fix tidy issues

* Ignore driver directory

* Show accetable values

* improve gather implementation to handle negative input indices

* clang format

* clang format

* improve concat to support neg axis input

* clang format

* fix cppcheck error

* clang format

* code cleanup

* clang format

* fix review comments

* clang format

* Add compiler options

* Add copy operators

* Formatting

* Use run_passes in tests

* Formatting

* Use run_pass in schedule test

* Formatting

* Add compile_options to get_passes in target

* Formatting

* Offload copy option

* Formatting

* Copy using pinned memory

* Formatting

* Improve performance of gpu copying

* Formatting

* Dont copy

* Formatting

* Always make an extra copy

* Formatting

* Remove unused write op

* Add missing include

* Remove copy_to_gpu function in python api

* Make offload copy disabled by default on C++

* Formatting

* Fix tidy issues

* Formatting

* Fix namespace

* Fix python tests

* Turn clang format off since its broken

* Fix compile error on gcc 5

* Remove commented code

* fix pad calc

* simplify ceil calc and remove extra vars

* workatound for nasnet

* formatting

* add split and tests

* formatting

* fix cppcheck and clang-tidy

* fix clang tidy

* refactor to use vector of instruction_ref, add UNDEBUG to clang tidy

* formatting

* fix comment code

* fix comments and tidy

* formatting

* fix syntax error

* fix tidy

* remove namespace comment

* Add functions to do multi-index for local strides as well

* Formatting

* Use same multi-index path for block_reduce

* Formatting

* Use multi-index calc in reduce

* Formatting

* Fix warning

* Fix compiler warning

* Disable some tidy checks

* Fix bug in eliminate_concat

* Formatting

* Skip context_free operators

* Formatting

* Fix unit test

* Formatting

* Enable scheduler for 1 stream

* Formatting

* Improve performance of sorting

* Formatting

* Adjust the weight calculation

* Formatting

* Simplify formula

* Formatting

* Avoid division by zero

* Fix scheduler test

* Check for either 1 or 2

* Check for waits when order may change

* Formatting

* simplify cpu implementation of the convolution, softmax, and logsoftmax

* clang format

* fix cppcheck error

* improve code coverage

* support onnx file with initializer data not an input

* fix format

* fix review comments and format issue

* format

* reorder alphabetically

* fix pad calc

* simplify ceil calc and remove extra vars

* change dilation calculation, add tests

* formatting

* formatting

* Print graph from the driver

* Formatting

* Flatten nested concats

* Formatting

* Rename tests

* remove binaries replaced by driver

* remove source files

* add back env var

* Fuse convolution adds

* Formatting

* Fuse more 1x1 convs

* Add some tests

* Formatting

* Add test for 1x1

* Add verification for add-conv fusions

* Fix stride calculation

* Formatting

* Add more tests

* Rename tests