GitLab

Designed to allow a user to format the values needed for the json_string: migraphx::operation("reduce_mean", "{axes : [%i, %i, %i, %i]}", axes[0], axes[1], axes[2], axes[3]) instead of needing to use string concat or stringstream

Added features:
This enables wrapping each migraphx operator with rocTX markers.
It adds new knob trace to migraphx-driver binary.

Limitation:

rocTX standalone does not output a file, it needs to be used with rocprof. Example command line:

/opt/rocm/bin/rocprof -i ./in.txt --hip-trace --roctx-trace --flush-rate 10ms --timestamp on -d cagri_out --obj-tracking on /opt/rocm/bin/migraphx-driver trace ./resnet50-v2-7.onnx --onnx --gpu
Co-authored-by: Shucai Xiao <shucai@gmail.com>

Add forward compatibility support for compile options 

make file_options struct an opaque object for ABI compatibility, uses make generate to auto-generate and includes  modified tests.
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

Add Loop operator for opset version 13.
Notes: 1) Default max iteration number is 10 if no max iteration number is provided
2) To change the max iter number, a user can set the max_loop_iterations in the onnx_option struct when parsing a model.
3) The returned shape of the scan output is from the max_loop_iterations even the actual loop num is less than that. This issue also applies to other operators like NonZero and NonMaxSuppression. A issue #948 is created to track this and to be resolved later.
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add module pass manage

* add python test runner

* fix review comments

* move test runner to the tools folder

* raise an error if some cases failed

* clang format

* fix review comments
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: Chris Austen <causten@users.noreply.github.com>

* Add preallocate method

* Add preallocate_param pass

* Preallocate buffers on the cpu

* Formatting

* Preallocate on the gpu

* Add missing cpp file

* Formatting

* Add lifetime function

* Formatting

* Always allocate

* Fix tidy warning

* Add const

* Add missing lifetime annotations
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add definitions for all pointwise operators

* Formatting

* Add cpp generator class

* Formatting

* Move compilation to core

* Formatting

* Add clock to tmp name

* Add dynamic loader

* Formatting

* Add tests for code gen

* Formatting

* Add test for literals

* Formatting

* Use with_char

* Add missing header

* Fix mismerge

* Ignore tidy warning

* Fxx gcc 5 errors

* Apply fixits

* Skip signed bitwise of status

* Remove unused parameters

* Explicitly add c++14 flag

* Fix tidy warning

* unify the compute function signature

* clang format

* make another change

* unify the compute function

* clang format

* remove unnecessary code

* more refinement about the operator compute funciton

* clang format

* add an overload function

* clang format

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

* clang format

* fix build problems

* backup code changes

* clang format

* Add tuple type to shape class

* Formatting

* 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

* Make data member private

* Formatting

* Add sub arguments

* Formatting

* Trun clang format off

* Disable 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

* Improve visiting tuples

* Formatting

* fix cppcheck error

* adding installing the onnx package

* resolve no protobuf compiler

* add an inline subgraph pass

* clang format

* Add more argument tests

* Formatting

* Handle tuple in load

* Formatting

* code backup

* clang format

* Remove .o files

* Add tuple type to api

* Formatting

* fix build errors

* clang format

* code backup

* code backup

* add unit tests for the inline subgraph

* clang format

* refine the inline subgraph and parse if operator

* clang format

* fix cppcheck issue

* clang format

* add unit test for inline subgraph pass

* clang format

* fix format issue

* remove the context from the if operator

* clang format

* simplify the compute functions

* Fix tidy warnings

* fix cppcheck error

* clang format

* fix cppcheck error

* Fix tidy warnings

* fix a cppcheck error

* clang format

* Add a test for share method

* Formatting

* Add a test cpp_type

* add unit tests for more code coverage

* clang format

* add unit tests to have 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

* remove unnecessary overload function

* fix cppcheck error

* change back the argument test

* Suppress tidy warning

* add the operator get_tuple_elem

* clang format

* add get_tuple_elem to operator include file

* chang if to support multiple operation outputs

* clang format

* optimize inline subgraph

* clang format

* code backup

* clang format

* fix bug

* refine unit tests for tuple output of the if operator

* clang format

* refine a instruction replacement code

* add a unit test and sort all the unit tests alphabetically

* fix cppcheck error

* add more unit tests for multiple op outputs

* clang format

* fix cppcheck error

* Update pass manager to get modules after every pass

* more unit test to cover more scenarios

* clang format

* fixed a bug in a unit test

* add more tests

* clang format

* add more unit tests to have more code coverage

* fix a bug in a unit test

* Add program overload for module

* Formatting

* Hash modules for quicker lookup of modules

* Bump file version

* Add methods to remove modules

* Formatting

* add the tuple type to the support list

* Eliminate unused modules

* Formatting

* Fix test errors

* Foramtting

* Fix tidy issues

* fix problem related to inline subgraph

* clang format

* fix review comments

* fix review comments

* fix review comments

* fix review comments

* clang format

* fix a unit test

* one more code change

* remove an optimization related to the if operator

* clang format

* fix review comments
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* try turning on ort tests in rocm4.2

* try rocm4.1

* Add rbuild.ini file

* Skip rbuild step

* Use rbuild for gh runners

* Update ini file

* Invalidate cache

* Use full path for ccache

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

* Update pass manager to get modules after every pass

* Add program overload for module

* Formatting

* Hash modules for quicker lookup of modules

* Bump file version

* Add methods to remove modules

* Formatting

* Eliminate unused modules

* Formatting

* Fix test errors

* Foramtting

* Fix tidy issues

* Add definitions for all pointwise operators

* Formatting

* Add cpp generator class

* Formatting

* Move compilation to core

* Formatting

* Add clock to tmp name

* Add dynamic loader

* Formatting

* Add tests for code gen

* Formatting

* Add test for literals

* Formatting

* Use with_char

* Add missing header

* Fix mismerge

* Ignore tidy warning

* Fxx gcc 5 errors

* Apply fixits

* Skip signed bitwise of status

* Remove unused parameters

* Explicitly add c++14 flag

* Fix tidy warning

* Add tuple type to shape class

* Formatting

* Make data member private

* Formatting

* Add sub arguments

* Formatting

* Trun clang format off

* Disable clang-format

* Improve visiting tuples

* Formatting

* Add more argument tests

* Formatting

* Handle tuple in load

* Formatting

* Remove .o files

* Add tuple type to api

* Formatting

* Fix tidy warnings

* Fix tidy warnings

* Add a test for share method

* Formatting

* Add a test cpp_type

* Suppress tidy warning
Co-authored-by: Shucai Xiao <Shucai.Xiao@amd.com>

* 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 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

* Add post op field

* Formatting

* Make post_ops serializable

* Formatting

* Add eltwise fusions

* Formatting

* Fix null conversions

* Formatting

* Add fuse_ops source files

* Formatting

* Set binary post op index correctly

* Formatting

* Fix serialization bugs

* Check if used once

* Formatting

* Fix error in get_primitive_attr

* Formatting

* Add compile function

* Formatting

* Limit fusions

* Formatting

* Disable with env variable instead of using compile arg

* Formatting

* Fix implicit conversion to bool

* Declar on seperate lines

* Formatting

* Fix cppcheck issues

* Fix ICE in pack_join

* Formatting

* Use const ref

* Make enum hashable

* Formatting

* Add explicit this

* Fix merge issues

* Fix dangling ref

* Formatting

* Add test for compile

* Formatting

* Add more value tests

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

* Fix tidy warnings for 4.1

* Formatting

* Upgrade to 4.1 in docker

* Remove hcc build and enable ubsan on clang debug

* Add missing openmp package

* Construct directly

* Construct directly

* Upgrade rocm-cmake version

* 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>

* 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>

* 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>

* Add doc for c++ api

* Formatting

* Add driver documentation

* Change the way base class is documented

* 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

* 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>

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Add onednn

* Formatting

* Formatting

* Add dnnl header

* Formatting

* Rewrite rnn first

* Formatting

* Call reference implementation

* Formatting

* Make literal data shared

* Formatting

* Add convolution

* Formatting

* Compensate for dilation

* Formatting

* Use name/make_op instead

* Formatting

* Rename gemm header

* Formatting

* Add dnnl convolution/gemm operators

* Formatting

* Add eliminate_contiguous

* Add faster pointwise operators

* Formatting

* Formatting

* Formatting

* Add dnnl op class

* Formatting

* Add add op

* Formatting

* Add concat operator

* Formatting

* Add more ops

* Create descriptor during finalization

* Formatting

* Dont rewrite pooling

* Enable memory coloring

* Formatting

* Add output aliases

* Formatting

* Fix errors

* Formatting

* Convert literals

* Add missing file

* Remove batch_norm

* Formatting

* Use strides

* Formatting

* Add some debug checks

* Formatting

* Fix big in adjusting shape for gemm

* Formatting

* Fix fallback dot operator

* Zero initialize buffers

* Add suport for group convolutions

* Formatting

* Make adjust allocation target independent

* Formatting

* Enable adjust_allocation for gpu/cpu

* Formatting

* Add copy to allocation model

* Formatting

* Add copy operator

* Formatting

* Better handling of output parameters in adjust_allocation

* Formatting

* Build with dnnl

* Make dnnl required

* Fix compile error

* Tidy fixes

* Formatting

* Tidy fixes

* Formatting

* Fix more tidy issues

* Formatting

* Add mul op

* Add mul op

* Set c compiler to clang as well

* Compensate for normalized compute shape

* Formatting

* Fix cppcheck errors

* Formatting

* Add onednn library to hcc

* Guard clang pragmas

* Disable cpu mode for gcc for now

* Leave it enabled it for gcc 7

* Fix cppcheck suppresion

* Fix compile error on gcc 5

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

* Fix issue with module wrapper

* Formatting

* Remove custom build of python 3.6

* Fix print function in tests

* Formatting

* Install onnx

* Download the models

* Add gcc 5

* Boost time limit for now

* Try to use oauth instead of app

* Disable all warnings

* add a pass to normalize ops

* clang format

* add unit tests

* clang format

* code backup

* clang format

* code backup

* clang format

* add support for slice in the normalize_op function

* clang format

* add operation method api for whether we need to call normalize_op

* clang format

* fix review comments

* clang format

* rename a function namejJ

* clang format

* change compute_shape to normalize_compute_shape for corresponding operators

* clang format

* remove unnecessary code

* fix various issues

* clang format

* add attributes to operators having axis attributes

* clang format

* fixed jenkins build error

* clang format

* fix a bug related to slice

* clang format

* code backup

* clang format

* code backup

* clang format

* rename a file

* fix cppcheck error

* some code refinement

* clang format

* change attributes to enum

* clang format

* refine the enum

* clang format

* remove unnecessary code

* add unit tests for more code coverage and fixed a bug

* clang format

* remove unnecessary changes

* change normalize_axes to normalize

* clang format

* revert back the changes in broadcast.hpp

* rename normalize_axes to normalize

* fix review comments

* clang format

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Formatting

* Try to avoid ambiguous assign in value class

* fixed a build error

* clang format

* add the normalize_ops pass to the ref target

* refactor program to module to normalize_ops pass
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* code backup

* clang format

* change corresponding tool files

* 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

* 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>

* Add all_targets cmake target

* Rename target

* Add ref target

* Rename tests

* Refactor compiler target

* Formatting

* Verify for every target

* Formatting

* Add verify test suite

* Formatting

* Add initial test programs

* Formatting

* Add rnn tests

* Formatting

* Validate gpu

* Formatting

* Remove old gpu tests

* Fix gpu tests

* Fix ref error

* Fix tidy issues

* Formatting

* Tidy fixes

* Fix header in python api

* Rename to ref

* Use ref in verify_onnx

* Fix tidy issue

* Build with verbose on

* Fix typo

* Remove verbose

* rename some cpu prefix to ref
Co-authored-by: Shucai Xiao <Shucai.Xiao@amd.com>

* Add option to no generate a destroy method

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

* code backup

* clang format

* add the python api for op construction

* clang format

* add converting a json string to a value and then pass to make_op

* fix a build error

* support kwargs decoder

* clang format

* code backup

* clang format

* temp code backup

* clang format

* temp code backup

* convert input string to the json format

* clang format

* remove unnecessary code

* fix review comments

* clang format

* add a comment

* add unit tests

* clang format

* fix cppcheck error

* fix review comments

* clang format

* rename two files

* refine an error report

* clang format

* remove unnecessary code

* fix a review comments

* add convert_to_json unit tests

* clang format

* fix cppcheck error

* fix cppcheck error

* add more unit tests

* clang format

* fix clang tidy error

* clang format

* fixed an test failure

* fix cppcheck error

* fix a bug

* fix cppcheck error

* fix jenkins build error

* fix a jenkin build error by wrap up string

* clang format

* another try

* clang format

* fix jenkins build error

* clang format

* remove unnecessary code

* fix review comments

* fix cppcheck error

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

* Add intial multi stream analysis

* Formatting

* Add more tests

* Formatting

* Remove comment

* Analyze streams on the gpu

* Formatting

* Fix nstream

* Formatting

* Add test for return

* Formatting

* Make sure return has a stream assignment

* Formatting

* Fix asserts and checks

* Improve error message for out-of-order sequence

* Formatting

* add flag

* formatting

* remove env variable

* fix api expression

* add api test

* add api test

* add op test

* formatting

* fix function name

* fix syntax

* formatting

* modify test

* remove test and update doc

* move test to new file

* formatting

* revert test files

* rewrite check

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

* turn on the alexnet unit tests through downloading the real model in dockerfile

* clang format

* refine home directory

* enable all real model unit tests

* clang format

* fix review comments and disable incorrect test cases

* clang format

* increase timeout value to avoid time out

* turn on one more test

* disable one more real model unit test

* fix review comments

* remove unnecessary comment lines

* clang format

* fix review comments

* print out program info when there is an error

* clang format

* redirect c++ stdout to sys.stdout of python for python api

* clang format

* two minor issues

* fix a cppcheck error

* fix review comments

* clang format

* remove unnecessary changes

* refine script

* Add pointwise attribute

* Formatting

* Fix compilation

* Remove unused variable

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

* Add save/load functions

* Formatting

* Add loading and saving to the driver

* Formatting

* Add return

* Serialize the context with the program

* Formatting

* Add python API

* Formatting

* Add c/c++ apis

* Formatting

* Add tests

* Formatting

* Fix tidy error

* Fix python doc

* Restore python code

* Add function name to errors

* Formatting

* Use lvalue for writing

* Serialize context

* Fix convolution and pooling operator for miopen

* Formatting

* Add const ref

* Set target name to gpu

* Add target tests

* Formatting

* Move register target to cpp file

* Fix target test

* Use make_target in driver

* Formatting

* Use make_target for the API

* Formatting

* Add cpu include

* Increase timeout

* Add more tests

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