### Description
<!-- Describe your changes. -->
See #19921 Just to address one comment:
https://github.com/microsoft/onnxruntime/pull/19921#discussion_r1543398640
since this is an external branch. need to open another pull request for
this.
### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
---------
Co-authored-by: Sai Kishan Pampana <sai.kishan.pampana@intel.com>
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: Jian Chen <cjian@microsoft.com>
Disable __cpuid check on arm64 builds as intrinsic is not available
Motivation
Breaking the arm64 build.
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
### Description
Limit SoC core detection via 2 level cache core logic to Intel and
Hybrid processors.
### Motivation and Context
The following code was added to add support for a new class of CPU cores
present in Intel’s next generation Intel Core Ultra mobile processors.
This code is essential to avoid placing threads on low performing SoC
cores that don’t have L3 cache. SoC cores are meant to specialize in
system bringup and help improve responsiveness and power usage, in other
words they are not meant to run compute heavy AI workloads. In order to
avoid broad exposure of this logic, it is currently designed to be
restricted to Intel platforms that have hybrid enabled.
---------
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
Enable cpp20 builds for DML EP and WinML API
1) Missing typename for templated types
2) unmove helper for inline references to rvalue temporaries
This is okay since per the standard a temporary bound to a reference
parameter in a function call exists until the end of the full expression
containing that function call: if the function returns a reference,
which outlives the full expression, it becomes a dangling reference.
3) static now not needed for template specializations
---------
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
On Windows, clang-format has a bug when AlignTrailingComments.Kind is
set to `Leave`
(https://clang.llvm.org/docs/ClangFormatStyleOptions.html#aligntrailingcomments),
where it will keep adding indentation to comments after each formatting
runs.
This PR changes to always align comments so we do not hit the bug.
As a consequence of the options change we need to reformat some of the
files. Note that this option is aligned with the rest of the repository.
winml/ was previously excluded from lintrunner config. This change
includes the directory and adds the clang-format config file specific to
winml/ that fits existing style.
---------
Signed-off-by: Justin Chu <justinchu@microsoft.com>
* Share thread pools between devices
* make tests reuse device
* Change cpu thread pool options for dml sessions to use 1 thread with no spinning
* fix test failure
* Update missing type constraints for dft
* Add comment and rename inference session parameter
* default missing causing inconsistent test behavior
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
* Add experimental API for editing model name
* Change EditModelName to 'SetName'
* Change API to pass c_string
* Update SetName to edit the proto
* Test that the model proto gets changed
* Remove comments
* Skip inbox tests
* Use filehelper path
Co-authored-by: Numfor Mbiziwo-Tiapo <numform@microsoft.com>
* add options to disable cpu copy back
* null check proprties
* only affect gpu outputs
* change name to disabletensorcpusync
* slight refactoring
* Globally enable ms-experimental ops
* change meaning of ms_experimental to mean *all* ms_experimental ops. Some experimental ops will still be enabled globally without this flag like audio ops.
* remove changes incorrectly merged
* bad merge
* add test
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
* Remove APIs unavailable in Store in #8349, #8178, #8065
* Add UWP stubs of C runtime functions
* Remove UWP incompatible tests from UWP build
* Remove incompatible tests from Store
* Use UWP stubs in store only
* Skip partition check outside of Windows
* Remove unused WRL include
* Workaround Windows header not including what it uses
* Fix precompiled header name clash
* Workaround SDK bugs
* DXCore workaround in Win7
* Fix warning
* Fix more warnings
* Bump WinML to target Windows 8
* Fix more warnings
* Remove unnecessary workarounds
* Remove Desktop only APIs from DML adapter
* Remove APIs unavailable in Store in #8349, #8178, #8065
* Add UWP stubs of C runtime functions
* Remove UWP incompatible tests from UWP build
* Remove incompatible tests from Store
* Use UWP stubs in store only
* Skip partition check outside of Windows
* Remove unused WRL include
* Workaround Windows header not including what it uses
* Fix precompiled header name clash
* Workaround SDK bugs
* DXCore workaround in Win7
* Fix warning
* Fix more warnings
* Bump WinML to target Windows 8
* Fix more warnings
* Remove unnecessary workarounds
* model building
* fix build
* winml adapter model building api
* model building
* make build
* make build again
* add model building with audio op
* inplace and inorder fft
* add ifft
* works!
* cleanup
* add comments
* switch to iterative rather than recursive and use parallelization
* batched parallelization
* fft->dft
* cleanup
* window functions
* add melweightmatrix op
* updates to make spectrogram test work
* push latest
* add onesided
* cleanup
* Clean up building apis and fix mel
* cleanup
* cleanup
* naive stft
* fix test output
* middle c complete
* 3 tones
* cleanup
* signal def new line
* Add save functionality
* Perf improvements, 10x improvement
* cleanup
* use bitreverse lookup table for performance
* implement constant initializers for tensors
* small changes
* add matmul tests
* merge issues
* support add attribute
* add tests for double data type windowfunctions and minor cleanup
* stft onesided/and not tests
* cleanup
* cleanup
* clean up
* cleanup
* remove threading attribute
* forward declare orttypeinfo
* warnings
* fwd declare
* fix warnings
* 1 more warning
* remove saving to e drive...
* cleanup and fix stft test
* add opset picker
* small additions
* add onnxruntime tests
* add signed/unsigned
* fix warning
* fix warning
* finish onnxruntime tests
* make windows namespace build succeed
* add experimental flag
* add experimental api into nuget package
* add experimental api build flag and add to windows ai nuget package
* turn experimental for tests
* add minimum opset version to new experimental domain
* api cleanup
* disable ms experimental ops test when --ms_experimental is not enabled
* add macro behind flag
* remove unused x
* pr feedback
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
* switch to work PC
* back with iterable of buffers
* add raw api tests
* tensorization
* last test
* all tests pass!
* small cleanup
* whitespace
* newline
* whitespace
* refactor common code into DisjointBufferHelpers
* remove unused file
* warning
* skip gpu tests when hardware not available
* Add error condition when createreference is invoked
* add null check to cretereference
* uncomment out check
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
* support Normalized_0_1 and Normalized_1_1
* add tests for Normalized_1_1
* fix build error
* fix imagetests failure
* support denterization and add more tests
* fix build
* remove added models
* disable gpu tests for CPU pipeline
* refactor based on comments and moved two added models
* merge normalizer and Denomalizer into NominalRangeConverter
* add comments
* little change
While attempting to throw an error and format an error message about an incompatible binding, WinML dies via FAIL_FAST_IF_MSG because the helper `ToString` function itself croaks :b. Instead, it should just say the data type is undefined.
```
StartGroup: Test:#62; Graph:test_cast_BFLOAT16_to_FLOAT; Executor:WinMLOperatorExecutor_Cpu;
TAEF: A crash with exception code 0xC0000409 occurred in module "Windows.AI.MachineLearning.dll" in process "te.processhost.exe" (pid:15732).
Error: TAEF: [HRESULT 0x800706BE] A failure occurred while running a test operation: 'OnnxConformanceTestsTaef::OnnxBackend'. (A crash with exception code 0xC0000409 occurred in module "Windows.AI.MachineLearning.dll" in the process hosting the test code while invoking a test operation.)
```
* Register ILearningModelSessionOptionsNate interface
* Threading options exposed
* Add interrogator for Session options
* Add test
* Polish test
* PR comments
* Set intra op threads
* Add adapter api to grab intra op threads
* Add adapter test for getting intraop num threads
* Make ILearningModelSessionNative and update winml api test
* Make it required when building engine to set the intraop num threads
* Make test more pretty
* Change naming of idl function
* Revert "Change naming of idl function"
This reverts commit c06916aa5bf94e3bf233ed281e508b935fc8638d.
* PR comment on naming
* Skip the test because it's influenced if it's built with openmp
Co-authored-by: Ryan Lai <ryalai96@gamil.com>
* build e2e cppwinrt tests
* add use nuget task
* make all referenced to package version prop/target-ified
* remove dupe props/targets reference
* work around project.assets.json error by deleting it
* powershell test invocation
* switch to batch script
* print debug info
* update x86->x64
* stdio.h
* pushd/popd
* add csharp tests
* package.config -> packages.config
* typo
* x86 -> anycpu
* debug is default
* add test path
* update csproj as well
* debug
* really replace all package versions
* debug output
* really use [PackageVersion]
* sleep intead of converting async operation to task and waiting
* dont close software bitmap
* switch to powershell script
* remove binding check
* continue on failure
* continuse on error action
* continueOnError and errorActionPreference
* tabbing
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
