Commit graph

257 commits

Author SHA1 Message Date
Baiju Meswani
a46c599a40
Training API to export the eval model to an inference model (#13345) 2022-10-27 09:34:01 -07:00
George Wu
7a3486c3ee
enable arm32/arm64 target for .net apps built against OnnxRuntime.ML.OnnxRuntime (#13385)
couldn't build arm64 .net app due to target file not allowing it.
2022-10-20 15:34:36 -04:00
Ashwini Khade
4fc8f7139a
Bug Fix - C# API order incompatibile with C API (#13191)
### Description
Training C# bindings (ReleaseTrainingSession and ReleaseCheckpointState)
broke after an API order change in Training C API. This PR fixes this
issue.



### Motivation and Context
Bug Fix for Training C# bindings
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2022-10-04 09:29:20 -07:00
RandySheriffH
a83a9ed6b0
Remove miscellaneous nuphar configs (#13070)
Remove a handful of nuphar related configurations after deprecation.

Co-authored-by: Randy Shuai <rashuai@microsoft.com>
2022-09-26 13:41:28 -07:00
ashbhandare
27dde0b51f
Csharp bindings for on-device training APIs (#12404) 2022-09-02 13:13:48 -07:00
Hariharan Seshadri
52ce6a90b4
Props file cleanup (#12782) 2022-09-01 11:05:46 -07:00
Scott McKay
8483b9c6e3
MacOS pipeline and MAUI CoreML fixes (#12724)
* Add asm statement to model.mm to force linker to link against CoreML.Framework.

Update targets.xml as per Rolf's suggestions

* Remove explicit numpy version from macos build. We don't specify it for other CIs and the version specified doesn't have a pre-built 3.10 wheel. This leads to the CI attempting to build numpy which fails.
2022-08-26 08:51:37 +10:00
Yulong Wang
c144acc534
Replace 'master' branch ref to 'main' in the code (#12547) 2022-08-22 10:48:12 -07:00
Scott McKay
c20cbf0c97
Add undocumented attribute to disable generation of Java bindings from the Android AAR. (#12075)
The generated bindings causes C# build errors that require workaround code. Disabling generation should avoid the need for any workarounds.

As the user has the C# ORT package with the C# to C bindings there's no need for binding generation that calls the ORT Java API (which is C# -> Java ->C).
2022-07-05 10:29:32 -07:00
Scott McKay
bfe1eca10c
Add targets files for new .net6 frameworks (#12016)
* Add net6 targets.
Remove maccatalyst as we don't have a native build targetting that.

* Set platform in macos targets

* Add targetFramework entries

* Move NativeLib.DllName definition and set using preprocessor values for simplicity. Couldn't get it to build with the preprocessor based setup when it was in a separate file.

Update the nuspec generation to set platform version for .net6 targets. TODO: Validate versions. I copied them from the managed nuget package the packaging pipeline generated prior to adding targets. Possibly w could/should lower some of the versions.

Hopefully the need to specify a version goes away when the release version of VS2022 supports .net6.

* Try android 31.1 as https://github.com/actions/virtual-environments/blob/main/images/win/Windows2022-Readme.md suggests that should be available on the CI machines

* Fix patch version mismatch
Add some extra debug info in case it helps

* Debug nuget location in CI

* Add workspace entry back in

* Add steps

* One more attempt with hardcoded nuget.exe path and original android31.0 version

* Better fix - found explicit nuget download and updated version there.

* flake8 fixes

* Fix black complaints.

* Exit Microsoft_ML_OnnxRuntime_CheckPrerequisites for net6 iOS.

* Removed outdated comment
2022-07-01 09:13:55 -07:00
Scott McKay
3b1224dc08
Add .net6 support to the C# nuget package. (#11908)
* Add .net6 support to the C# nuget package.

Currently requires jumping through a lot of hoops due to .net 6 only being supported in the preview release of VS 2022.

Build existing targets using msbuild.
Add .net6 targets and build using dotnet.
Create nuget package with combined targets.

A few misc automated changes from VS to spacing and adding a couple of properties.
2022-06-22 08:08:24 +10:00
Scott McKay
d64f23fec0
EP factory creation cleanup and enhancements. (#11798)
* Rework the EP factory creation setup so we're not cut-and-pasting function declarations in multiple places.
Convert append EP for SNPE to be generic, and also use for XNNPACK.
Add XNNPACK to C# API

* Don't need stub for MIGraphX as it's using provider bridge.

* Remove old 'create' functions that aren't applicable now that the EPs are built as separate libraries.

* Only use EPs that require the layout transform if the opset is supported by the layout transformer.

* Update wasm registration of xnnpack.
2022-06-16 07:01:41 +10:00
Hector Li
95a16c1ffe
Snpe ep (#11665)
* Initiate Ort SNPE EP
* fix snpe ep windows build which is caused by the utility method (ToUTF8String) name change on master
* correct the source path for libonnxruntime.so while building for andorid package
* add AdditionalDependencies for amr64
* On MS-Windows, the patchfile must be a text file, i.e. CR-LF must be used as line endings. A file with LF may give the error: "Assertion failed, hunk, file patch.c, line 343," unless the option '--binary' is given.
* fix build failure if snpe is not enabled
* update doc for contrib op
* separate out snpe ep settings to onnxruntime_snpe_provider.cmake
* renaming according review comments
* update according review comments
2022-06-03 14:10:02 -07:00
Scott McKay
c5de493a8a
Exclude EPs that aren't available on mobile to try and fix Xamarin build error on M1. (#11267) 2022-04-21 07:01:46 +10:00
Yi Zhang
f1b6f0becd
Update nuget icon (#10672)
Update nuget icon from url to local file because the old tag is deprecated.
2022-03-01 09:11:03 -08:00
Scott McKay
f2ca43fe0d
Enable CoreML in the macos package (#10675)
* packaging pipeline change

* Enable CoreML on macos

Co-authored-by: Guoyu Wang <wanggy@outlook.com>
2022-02-28 09:12:37 +10:00
Lingfeng Wu
3be3db5180
Use IntPtr instead of int conversion for pointer in Memory.Pin() (#10485)
* Use IntPtr instead of int conversion for pointer in Memory.Pin()
Co-authored-by: Lingfeng Wu <lingfw@microsoft.com>
2022-02-16 14:49:56 -08:00
Valery Chernov
1cdc23aba4
[TVM EP] Rename Standalone TVM (STVM) Execution Provider to TVM EP (#10260)
* update java API for STVM EP. Issue is from PR#10019

* use_stvm -> use_tvm

* rename stvm worktree

* STVMAllocator -> TVMAllocator

* StvmExecutionProviderInfo -> TvmExecutionProviderInfo

* stvm -> tvm for cpu_targets. resolve onnxruntime::tvm and origin tvm namespaces conflict

* STVMRunner -> TVMRunner

* StvmExecutionProvider -> TvmExecutionProvider

* tvm::env_vars

* StvmProviderFactory -> TvmProviderFactory

* rename factory funcs

* StvmCPUDataTransfer -> TvmCPUDataTransfer

* small clean

* STVMFuncState -> TVMFuncState

* USE_TVM -> NUPHAR_USE_TVM

* USE_STVM -> USE_TVM

* python API: providers.stvm -> providers.tvm. clean TVM_EP.md

* clean build scripts #1

* clean build scripts, java frontend and others #2

* once more clean #3

* fix build of nuphar tvm test

* final transfer stvm namespace to onnxruntime::tvm

* rename stvm->tvm

* NUPHAR_USE_TVM -> USE_NUPHAR_TVM

* small fixes for correct CI tests

* clean after rebase. Last renaming stvm to tvm, separate TVM and Nuphar in cmake and build files

* update CUDA support for TVM EP

* roll back CudaNN home check

* ERROR for not positive input shape dimension instead of WARNING

* update documentation for CUDA

* small corrections after review

* update GPU description

* update GPU description

* misprints were fixed

* cleaned up error msgs

Co-authored-by: Valery Chernov <valery.chernov@deelvin.com>
Co-authored-by: KJlaccHoeUM9l <wotpricol@mail.ru>
Co-authored-by: Thierry Moreau <tmoreau@octoml.ai>
2022-02-15 10:21:02 +01:00
Dmitri Smirnov
91b8ad5ee7
Allow users to bind arbitrary memory using raw pointers (#10428)
Add binding external allocation
  Add negative tests
  Add missing return status check
2022-02-01 18:09:24 -08:00
Scott McKay
c1c9fa18bf
C#: Avoid inefficient DenseTensor ctor in ToTensor extensions (#10240)
* Update extension helpers to avoid inefficient construction of DenseTensor.
Add tests for extension helpers.
2022-01-19 07:43:44 +10:00
CarlPoirier
4af232df0c
Fix props file overwriting AdditionalIncludeDirectories (#10124)
Co-authored-by: Carl Poirier <carl.poirier@vab-solutions.com>
2022-01-11 23:30:40 -08:00
Hariharan Seshadri
0552a47ec2
Enable CUDA provider option configuration for C# (#10188) 2022-01-06 11:03:14 -08:00
Sheil Kumar
ce1a9ca618
Fix Microsoft.AI.MachineLearning NuGet App failure with multiple binaries copied to same destination (#10076)
* Include onnxruntime binary when not using pacakge referene or uap app.

* Remove the lib\uap10.0 build from the nuget package - causing conflicts

* Add UWP test

* remove build files

* remove local change

* reset mimalloc and onnx-tensorrt

* change username to Microsoft

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2021-12-21 12:34:03 -08:00
Valery Chernov
b327e89efa
Standalone TVM Executor Provider (#10019)
* squashed commit for standalone tvm execution provider

* critical fix for correct python build with stvm ep

* get tuning log file from ep options. It has priority over AUTOTVM_TUNING_LOG

* updates and fixes

* update parsing of stvm provider options

* add support of external data for onnx model

* add conditional dump of subgraphs

* remove unused code

* get input tensor shapes through provider options. get output shapes for fixed input ones by TVM API

* support AUTO_TVM tuning log file inside ORT. Selector for Ansor and Auto_TVM is provider option (tuning_type)

* add fp16

* add functionality of conversion of model layout to NHWC if need. Necessary parameter was added to STVM provider options

* fix license text in header. fix log format

* small fixes

* fix issues from flake8

* remove model proto construction from GetCapability

* reserve memory for vector of DLTensors

* add simple tutorial for STVM EP

* STVM docs

* jroesch/tvm -> apache/tvm

* remove dead code, unneccessary logs and comments

* fix in readme

* improve tutorial notebook

* tvm update

* update STVM_EP.md

* fix default value

* update STVM_EP.md

* some TODOs for the future development

* shorten long lines

* add hyperlink to STVM_EP.md

* fix Linux CI error

* fix error in csharp test

Co-authored-by: Jared Roesch <jroesch@octoml.ai>
Co-authored-by: Valery Chernov <valery.chernov@deelvin.com>
Co-authored-by: KJlaccHoeUM9l <wotpricol@mail.ru>
2021-12-15 16:59:20 -08:00
Scott McKay
3f5c1e1c58
Update to include the Xamarin targets for internal ORT builds so the managed nuget package is consistent as both CPU and GPU builds produce a package called Microsoft.ML.OnnxRuntime.Managed. (#9906) 2021-12-02 18:43:34 +10:00
Scott McKay
fb4a8e12fc
Limit inclusion of Xamarin mobile target frameworks. (#9834)
- Only set them as targets for the ORT nuget package
    - Use OrtPackageId as the condition for inclusion, if installed
      - need to do the nuget restore via msbuild so that this property is set correctly
  - Add desktop-only version of the C# sln as there is no way to exclude the mobile specific csproj's from an sln
    - use this when applicable if someone is running build.py with the `--build_nuget` flag

Other
  - remove attempt to include symbols in the nuget package as nuget doesn't support symbols in native packages
  - update build.py to use `nuget` and not a windows specific path and filename for a linux build with `--build_nuget`
2021-11-23 11:29:53 +10:00
Dmitri Smirnov
567749b2dc
Expose IOBinding SynchronizeInputs/Outputs via C/C++/C# And Python APIs (#9823)
Add C/C++ APIs for SynchronizeBoundInputs/Outputs
 Add python bindings
 Expose SynchronizeBoundInputs/Outputs to C# API
2021-11-22 09:45:31 -08:00
Sheil Kumar
71a1a7b471
Enable building winml with --build_nuget (#9632)
* Enable building winml with --build_nuget

* Fix flake8 errors

* semicolor

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2021-11-04 00:42:51 -07:00
Scott McKay
eb2612b588
Remove netcoreapp2.1 target as it is EOL and out of support. Attempting to use it with VS now causes unit test run failures. (#9603) 2021-10-29 11:11:22 +10:00
Scott McKay
b5a652c578
Add Xamarin support (#9436)
Add Xamarin support to the ORT nuget packages.
  - Update C# code to support Xamarin builds for iOS and Android
  - refactor some things to split out common code
  - include iOS and Android ORT native shared library in native nuget package
2021-10-27 20:07:07 +10:00
Jeff Daily
c8789d3047
[ROCm] static re-hipify of CUDA EP to ROCm EP, now a shared provider (#8877)
* re-hipify all rocm EP sources

* fix all other files affected by re-hipify

* add cuda_provider_factory.h to amd_hipify.py

* do not use cudnn_conv_algo_search in ROCm EP, missing reduce min registration

* Fix ReduceConsts template specialization introduced in #9101.

Fixes the error when building for ROCm 4.3.1:

error: too many template headers for onnxruntime::rocm::ReduceConsts<__half>::One (should be 0)

* fix flake8 error in amd_hipify.py

* speed up hipify with concurrent.futures

* flake8 fix in amd_hipify.py
2021-10-14 15:15:51 -07:00
Scott McKay
eebcc20f10
Add netstandard2.0 framework to nuget managed package. (#8960)
* Add netstandard2.0 to nuget managed package.
Re-does PR that was backed out due to packaging pipeline changes.
Allows deprecation of netstandard1.1 in the following release as netstandard2 is the preferred lowest level framework.
2021-09-04 08:01:46 +10:00
Scott McKay
b21ea00020
Cleanup C# bindings to add EP (#8810)
Fix C# add EP bindings.
Add stubs to ORT so that if EP is not included in the build we return a graceful error message.
Move declaration of stubs into C API and out for EP so they're in one place and are easier to use (no extra header required in the C/C++ world and consistent with the CUDA EP setup).
Fix inconsistency in ROCM EP.
Cleanup a few other things.
2021-08-26 13:59:40 +10:00
Chandru Ramakrishnan
f51f2bad66
Fix for doxygen doc errors. (#8814) 2021-08-23 15:52:15 -04:00
Dmitri Smirnov
aaeb781132
Revert "Add netstandard2.0 target to OnnxRuntime.Managed (#8600)" (#8648)
This reverts commit e673d2e050.
2021-08-09 10:08:07 -07:00
Georg Jung
e673d2e050
Add netstandard2.0 target to OnnxRuntime.Managed (#8600) 2021-08-05 18:39:25 +10:00
Ryan Hill
cc9f793b48
Move one function from cuda_provider_factory.h (#8407) 2021-07-19 17:55:59 -07:00
Chi Lo
91075255a7
Enable TRT provider option configuration for C# (updated version) (#7808)
* prepare for C# to configure provider options

* add c# code

* revert modification

* Add update provider info configuration in trt ep side

* fix bugs

* fix bug for compiler error C2259

* Add c# test

* fix bug

* fix bug

* Properly deal with string

* Add c# api for accepting trt provider options

* fix bug

* Modify C# test

* add shared lib test

* Add get provider options functionality

* clean up

* clean up

* fix bug

* fix bugs for CI

* Fix bugs for CI and documentation

* Move TRT EP provider options related functions out of C API

* revert

* fix bug

* refactor

* add check for provider options string

* code refactor

* fix CI bug

* Fix CI bugs

* clean up

* fix bug

* Fix bug for Post Analysis

* fix accidental bug

* Add API_IMPL_BEGIN/API_IMPL_END

* clean up

* code refactor

* code refactor

* fix CI fail

* fix bug

* use string append

* Change the code to better handle strncpy and string append
2021-06-25 03:21:22 -07:00
Hariharan Seshadri
4fd7efcf0d
Update logic in props.xml to account for shared provider library changes (#8138) 2021-06-23 20:41:44 -07:00
Hariharan Seshadri
53d1d55ea8
Add ability for pre-packed weights of shared initializers to be shared across sessions (#7421) 2021-05-14 20:44:42 -07:00
Chi Lo
a94a893d5e
Update SessionOptions.cs (#7540)
Fix compile warning
2021-05-04 01:51:35 -07:00
Sheil Kumar
94c4c44bfc
Enable Microsoft.Ai.MachineLearning package to work on .NET5 down to 17763 Windows SDK (#7522)
* upgrade cswinrt and downgrade target framework

* fix sdk version references

* cswinrt 1.1.0

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2021-05-01 00:56:36 -07:00
Chi Lo
0dbe51b002
Enable TRT EP for C# (#7482)
* enabled TRT EP for C#

* Fix potential leak
2021-04-29 04:56:40 -07:00
Sheil Kumar
265db2ad96
Fix Microsoft.AI.MachineLearning .NET5 publishing and C# Store Release build (#7373)
* fix .net publishing

* make experimental api build with microsoft.ai.machinelearning.idl import

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2021-04-19 15:36:43 -07:00
Shucai Xiao
c588d5d13a
Add rocm execution provider to prover_list (#6306)
* code changes to add rocm ep to ep_list
2021-03-12 07:51:08 -08:00
Tiago Koji Castro Shibata
fa8d1b44b8
Fix app packaging in UWP (#6804)
* Change msbuild condition for UAP

* update .netcore target as well

* create nuget packages with _native path

* validate path under _native directory for windowsai package

* pep8

* add diagnostic error message

* pep8

* use baseame

* lib\uap10.0

* uap10

* build\\uap10.0

* Manually binplace winmds into appx when PackageReference is used.

* always binplace winmd regardless of packagereference since c# should work with packages.config also

* resolve all paths to full paths to avoid some reference warnings

* move winmds out of lib folder to prevent automatic component registration

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2021-03-04 11:16:25 -08:00
Sheil Kumar
87cb6fd495
Add LearningModelBuilder to WinML Experimental Namespace along with various Audio operators (#6623)
* 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>
2021-02-12 14:17:10 -08:00
Changming Sun
0b89f931d0
Update CUDA build configs (#6598)
1. Fix Nuget package build break caused by #6225
2. Delete Dockerfile.centos_gpu. It is not used anywhere.
3. Fix Linux CUDA 10.2 build error caused by glibc upgrade
2021-02-08 22:55:42 -08:00
Dmitri Smirnov
dda5a62072
Fix updated Doxygen errors. (#6588) 2021-02-05 18:07:03 -08:00
Hariharan Seshadri
33f60a06d5
Dont use default string marshalling in C# (#6219) 2021-01-20 17:44:36 -08:00
Hariharan Seshadri
d42399e1b0
Allow querying a GraphProto's doc_string as part of ModelMetadata (#6248) 2021-01-05 22:18:03 -08:00
Sheil Kumar
a6a23db130
Enable C# .NET5 for WinML (#6120)
* build for .net5

* only reference cswinrt for .net5

* remove netstandard2.0 references

* upgrade language version

* net5

* remove extra comment closure

* add targetframework

* set target framework

* remove net*

* pep8 errors

* make test project build with .net windows SDK projection

* disable c# builds for non-x64 builds

* fix pep8 errors

* disable for store build

* fix tests

* remove cswinrt and sdk references from package

* bump cswinrt down to 1.0.1

* fix bin path

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-12-14 15:05:15 -08:00
Dmitri Smirnov
c2d610066a
C#: Add CreateFromMemory to FixedBufferOnnxValue to allow bind user buffers and pass custom binary compatible types (#5886)
Add CreateFromMemory to FixedBufferOnnxValue so users can bind their own custom binary compatible buffers to feed/fetch data.
2020-11-24 14:10:14 -08:00
Hariharan Seshadri
d46dbeafd3
Expose knobs to create and share (CPU) allocators across sessions in C# and Python (#5634) 2020-11-21 14:12:33 -08:00
Dmitri Smirnov
ceedf5630b
Document all C# API pubic interfaces (#5853)
Address documentation shortcomings.
 Document all required public interfaces.
 Add pipeline configuration.
Make Doxygen lookup a env vars for paths.
2020-11-20 14:03:55 -08:00
S. Manohar Karlapalem
ff58f621fa
Remove nGraph Execution Provider (#5858)
* Remove nGraph Execution Provider

Pursuant to nGraph deprecation notice: https://github.com/microsoft/onnxruntime/blob/master/docs/execution_providers/nGraph-ExecutionProvider.md#deprecation-notice

**Deprecation Notice**

| | |
| --- | --- |
| Deprecation Begins	| June 1, 2020 |
| Removal Date |	December 1, 2020 |

Starting with the OpenVINO™ toolkit 2020.2 release, all of the features
previously available through nGraph have been merged into the OpenVINO™
toolkit. As a result, all the features previously available through
ONNX RT Execution Provider for nGraph have been merged with ONNX RT
Execution Provider for OpenVINO™ toolkit.

Therefore, ONNX RT Execution Provider for **nGraph** will be deprecated
starting June 1, 2020 and will be completely removed on December 1,
2020. Users are recommended to migrate to the ONNX RT Execution Provider
for OpenVINO™ toolkit as the unified solution for all AI inferencing on
Intel® hardware.

* Remove nGraph Licence info from ThirdPartyNotices.txt

* Use simple Test.Run() for tests without EP exclusions

To be consistent with rest of test code.

* Remove nGraph EP functions from Java code
2020-11-19 16:47:55 -08:00
Guoyu Wang
261462be0d
Change NNAPI runtime options to use uint32_t (#5863)
* Change nnapi options unsigned long -> uint32_t

* Move options from long to int in java code
2020-11-19 13:38:49 -08:00
Justin Stoecker
bd236ecc26
Switch to unified DirectML 1.4.0 redistributable (#5794)
Transitions from the ORT-only DML NuGet (hosted on the onnxruntime_public feed) to the new unified DirectML NuGet (Microsoft.AI.DirectML) on nuget.org. In addition, the Microsoft.AI.MachineLearning (WinML) and Microsoft.ML.OnnxRuntime.DirectML packages now take a dependency on the Microsoft.AI.DirectML package. This means we can remove the extra copy of DML binaries in these packages since they will be installed by the DML package.
2020-11-17 13:42:23 -08:00
Dmitri Smirnov
2f35e65135
Add Float16 and BFloat16 support to C# API (#5775)
Add Float16 and BFloat16 support.
2020-11-12 17:57:08 -08:00
Dmitri Smirnov
871af477d7
Fix outputs of Sequences and Maps exposure. (#5743)
Fix outputs of Sequences and Maps exposure.
  Add more test conditions.
  Make sure RunWithBingind calls the right function.
2020-11-11 10:21:22 -08:00
Tiago Koji Castro Shibata
9e68e98423
Add static CRT DLLs to Nuget package (#5661)
* Add static runtime yaml option

* Add to WAI Nuget build matrix

* Support empty build flags

* Add DML to x64

* Bundle static rt

* Bundle after Nugets are built

* Fix typo

* Skip static tests

* Pack test artifact only in x64 dynamic

* No DML static runtime

* Add Store static

* Revert "Add Store static"

This reverts commit 69133e5838.

* Static subfolder
2020-11-05 09:26:17 -08:00
Guoyu Wang
a2b551ff08
Add runtime options for NNAPI EP (#5576)
* Add options for nnapi ep

* Add nnapi flags test

* add comments

* Add flag comments

* Make the flags bitset const

* Fix build break

* Add stub changes to java and c# api

* Fix java related build break

* Fix java build break

* Switch to bit flags instead of bitset
2020-11-04 10:08:43 -08:00
Hariharan Seshadri
7a80a4b526
Support more C# APIs (#5608) 2020-10-30 19:19:50 -07:00
Hariharan Seshadri
4291c57322
[C# and Python APIs] Expose knobs to enable/disable platform telemetry collection (#5481) 2020-10-21 10:32:13 -07:00
Chun-Wei Chen
2b6b3a2ee6
Add GetProfilingStartTimeNs() to Python/C# APIs (#5280)
* add Python API for getProfilingStartTime

* debug for using Python API

* add in C# api

* use uint intead of uint64_t to prevent warning

* typo for GetProfilingStartTimeNs

* remove const

* Update onnxruntime/python/session.py

Co-authored-by: Pranav Sharma <emailpranav@gmail.com>

* remove unnecessary return

* Add Python unit test

* Add C# unit test and refactor Python test

* use ulong in C# for uint64_t in C++

* remove time.monotonic_ns

* syntax: remove public for inner function

* correct the API's order

* getprofilingstarttime after run

* Correct the right order in NativeMethod.cs

* update order

* nit: remove spaces

* Update csharp/src/Microsoft.ML.OnnxRuntime/InferenceSession.cs

Co-authored-by: Guoyu Wang <62914304+gwang-msft@users.noreply.github.com>

* use the updated function

* add comment about the precision

* add more comments

* add session.py back

* fix flake8

* remove session.py

* Add comments in C, C#, Python APIs about precision

Co-authored-by: Pranav Sharma <emailpranav@gmail.com>
Co-authored-by: Guoyu Wang <62914304+gwang-msft@users.noreply.github.com>
2020-10-14 05:32:43 -07:00
Tianlei Wu
8133223871
clear cudaDelayLoadedLibs since delayload is disabled (#5386) 2020-10-07 11:33:12 -07:00
Pranav Sharma
974b9bfc09
Allow sharing of initializers between sessions. (#5092)
* Allow sharing of initializers between sessions.

* Allow sharing of initializers between sessions (2).

* Add test for C#

* Add test for C#; address PR comments

* Address PR comments
Moved AddInitializer logic to internal session options
Added tests for owned buffer
Clarified documentation
Fix bug where memory info and not device was getting compared

* Fix test

* Fix training build

* Add ver 5 end marker and ver 6 starter, add scenario and usage examples.
2020-09-21 14:09:37 -07:00
Tiago Koji Castro Shibata
1a2e289d2d
Fix nuget build (#5163)
* Fix nuget content

* Revert "Fix nuget content"

This reverts commit e2cdcec4e39964c50eac2fb306c7a4bb84352443.

* Nuget packaging

* skip tests

* msbuild path

* Force msbuild version

* Workaround https://github.com/NuGet/Home/issues/7621

* cleanup
2020-09-16 10:37:09 -07:00
Sheil Kumar
c0d7c8bc44
Add docs indicating that the onnxruntime engine from other distributions can be compatible with the WinRT NuGet (#5009)
* add docs for mix and matching

* typos

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-09-14 21:15:51 -07:00
Tiago Koji Castro Shibata
62848c4de5
Add store builds to nuget packaging (#5040)
* Nuget store packaging

* Move DNNL workaround to EP

* Fix warning as error

* Disable store tests

* Skip store tests

* msbuild target

* Cross compile protoc in Store

* Disable DML in store

* Move store builds to CPU queue

* Copy uap10 to final nuget

* Fix pip8 error

* Remove extra dml copies

* Fix argparse

* pep8

* Forward IsStoreBuild

* Apply is_store_build to duplicate generate_nuspec

* runtimes

* Refactor uap10

* Store .NET

* uap

* PR feedback
2020-09-09 21:38:14 -07:00
Hariharan Seshadri
61151af321
Fix typo in DML native method call from the C# API (#5083) 2020-09-09 14:47:50 -07:00
gwang-msft
5d60d57ce2
Add csharp API for AddSessionConfigEntry (#5072)
Co-authored-by: gwang0000 <62914304+gwang0000@users.noreply.github.com>
2020-09-05 21:40:38 +10:00
Xiang Zhang
0dad79b495
Add SetLanguageProjection C Api and use it in four projections (#5023)
* Add SetLanguageProjection C Api and use it in four projections

* static cast enum languageprojection to uint32_t

* resolve comments

* fix typo and line added unintentionally

* revert unecessary change

* reorder c# api

* add TensorAt and CreateAndRegisterAllocator in Csharp to keep the same order as C apis
2020-09-04 14:26:39 -07:00
Hariharan Seshadri
64d52ae47d
Support creating sessions using DML EP via C# (#4955) 2020-08-29 15:18:50 -07:00
Dmitri Smirnov
2b460eaeca
Revise IDisposable implementation in C# interfaces (#4915)
Revise IDisposable implementation in C# interfaces
2020-08-27 09:17:42 -07:00
Ashwini Khade
0d3bbfdd0f
enable nuget packaging in local builds (#4884)
* enable building nuget packages

* add nuget creation from build.py

* add documentation

* fix flake8 errors

* fix nuget package version

* enable csharp tests

* update csharp tests

* copy nuget packges to nuget-artifacts

* add libmklml_gnu

* plus review updates

* fix references for release builds
2020-08-26 12:33:48 -07:00
Hariharan Seshadri
6c26e52134
Support accessing a model's metadata in C# (#4867)
Implement access to model's metadata in C#
2020-08-25 11:13:49 -07:00
Hariharan Seshadri
26bd8c2085
Support scalar tensors in c# (#4849) 2020-08-25 11:00:33 -07:00
gwang-msft
dee7596724
Add a generic collection of session configurations to the SessionOptions (#4718)
* adding generic configurations for session options

* fix a build break on linux

* fix training ci build break

* fix training ci build break

* addressed CR comments

* fix traning ci build break

* move config_key from enum to string

* add c# api

* add python api

* fix build break

* move prepacking from 2 new api entries to session options configs

* fix traning ci build break

* add python test, update some comments, move const key definition to avoid build break

* addressed comments

* move definitions of keys to common.h

* move api to version 5

* remove accidental change in build.py

* remove pragma to avoid build break

* addressed CR comments

* fix the python build break, and move location of config keys definition

* small typo changes
2020-08-18 13:40:40 -07:00
Dmitri Smirnov
3530ce541c
Expose IOBinding features via C/C++/C# language bindings. (#4646)
Expose I/O Binding in C/C++/C#
  Expose OrtAllocator, OrtMemoryAllocation, OrtMemoryInfo and OrtIoBinding
2020-08-10 13:33:49 -07:00
Yufeng Li
b22091dc91
Add the framework to support prepack (#4413)
* add support of prepack
* add support for QAttention and DynamicQuantizeMatMul
* add an use_prepacking option
* add use_prepacking in c_sharp api
2020-08-07 09:39:19 -07:00
Sheil Kumar
5c5efa900d
Add .NET Core 3.0 nuget e2e pipeline tests (#4695)
* bump cswinrt version

* add cswinrt

* test dotnetcore 3.0

* rename buildpacakge source

* set folder path to the package source and not the version

* refactor .netframework tests

* build .net core anycpu

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-08-05 13:02:24 -07:00
Dmitri Smirnov
bb9b452a88
resolves #3101 - fix nuget package restore for sdk-style projects (#4680)
Co-authored-by: Christof Senn <christof.senn@gmail.com>
2020-08-03 15:27:48 -07:00
Yulong Wang
12367a6b11
[C#] enable string-typed FixedBufferOnnxValue in input (#4178) 2020-06-16 11:06:11 -07:00
Sheil Kumar
4377ff4a1a
Enable .NET Core 2.0 and .NET Framework 4.6.1 in Microsoft.AI.MachineLearning NuGet package (#4125)
* add project to download cswinrt and build winrt c# interop dll

* Add to nuget package

* reverse if check

* run generation before core compile

* add generated files to compile

* update .net package to binplace native libs

* add props to .netstandard2.0 folder

* auto binplace ml native binaries

* force 'Any CPU' platform build

* Fix anycpu and platform targets

* fix flake errors

* fix variable order

* fix flake pep8 errors, semicolon

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-06-09 09:08:19 -07:00
Paul Fultz II
7759136610
Add amd migraphx execution provider to onnx runtime (#2929)
* Add amd migraphx execution provider to onnx runtime

* rename MiGraphX to MIGraphX

* remove unnecessary changes in migraphx_execution_provider.cc

* add migraphx EP to tests

* add input requests of the batchnorm operator

* add to support an onnx operator PRelu

* update migrapx dockerfile and removed one unused line

* sync submodules with mater branch

* fixed a small bug

* fix various bugs to run msft real models correctly

* some code cleanup

* fix python file format

* fixed a code style issue

* add default provider for migraphx execution provider

Co-authored-by: Shucai Xiao <Shucai.Xiao@amd.com>
2020-05-27 04:24:59 +08:00
Hariharan Seshadri
1168f4e85a
Support session EndProfiling() in the CSharp API (#3934) 2020-05-18 19:47:52 -07:00
Hariharan Seshadri
1a183784a8
Fix C# layer in the way it handles sequences (#3965)
* Fix C# layer in the way it handles sequence of tensors

* Revert comment
2020-05-18 11:10:13 -07:00
Pranav Sharma
47ae9691fd
Fix ordering of APIs. (#3951) 2020-05-14 21:27:46 -07:00
Pranav Sharma
22a711457f
Fix C# log APIs. Also fixes github issue #3409. (#3840)
* Fix C# log APIs. Fixes github issue #3409.

* Fix build error due to accidental duplication of GraphOptimizationLevel

* Fix runoptions

* Fix broken test. Add --blame switch to dotnet test cmd line to print the failed test in case of crash.
2020-05-08 14:31:06 -07:00
Scott McKay
687edd702c
Add RelWithDebInfo target to the C# projects so that it correctly finds the native build. (#3839)
Make the cmake file slightly more consistent for the build c# flag.
2020-05-06 20:01:04 +10:00
Sheil Kumar
43a828f0a2
Add tests for WinRT Projection Raw ABI consumption (#3718)
Add tests for WinRT Projection Raw ABI consumption
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-05-02 00:33:17 -07:00
Sheil Kumar
a475f2824d
Create the Nuget WindowsAI Pipeline (#3684)
* add windowsai.yml for new Microsoft.AI.MachineLearning nuget

* temporarily add windowsai.yml to gpu.yml

* pass in build arch

* remove install onnx task

* no dml for arm or arm64

* refactor nuget pipeline defs

* update package creation

* pass in build and sources path

* missing hyphens

* copy license file

* fix parameter variable

* disable arm builds for now

* remove commented script block

* download pipeline atifcat name update

* set working dir

* Add bundling nuget script

* path combine

* null path

* combine needs parentheses

* binplace microsoft.* dlls in new nuget package

* update artifact name

* move merged nuget to artifacts directory

* move to merged subfolder in artifacts staging dir

* forward slash to back

* enable arm

* vcvarsall needs x64 vars setup

* Run Tests

* fix tests

* move global variables

* update yml to not have global variable in template

* removed parameters

* fixes

* Add build arch as an env variable

* ne not neq

* %Var% for batch script

* dont pass argument for x64

* disable arm tests

* skip csharp/cxx tests for microsoft nuget package

* remove test-win as it tests only c# cxx and capi

* test build for store apps

* dont build for store

* tools/nuget/generate_nuspec_for_native_nuget.py

* remove args.

* add new props and targets for microsoft.ai

* make windowsai props/targets static

* add dependency

* dont ship dot net props

* Remove c# fom windowsai nuget

* copy license file

* native packages must have win10 as the platform, not win

* cuda header in wrong if branch

* no dml for arm builds

* only build dml for x64/ x86

* User/sheilk/props update (#3616)

* prelim store work

* props

* Fix desktop nuget props/targets

* clean up targets and make store apps work

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>

* update windowsai.yml with latest

* remove extra dloadhelpers

* Add abi headers to abi dir, and reference native includes

* update windowsai.yml

* minor update

* remove parameters

* add doesrp param

* hard code esrp to true

* add directml for x86/x64

* revert gpu yml changes

* add store builds

* add store builds

* add checks again in old way

* dup job names for store and desktop builds

* move all of the runtime binaries to win10 folder

* only set safeseh on x86

* disable the store builds for now... missing msvcprt.lib

* copy paste deletion...

* switch back to win- (#3646)

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>

* use stahlworks

* & not supported in ado

* add cuda to cpu nuget(???) and EnableDelayedExpansion to enable x86 dml package

* revert nocontribops

* add underscore...

* extra win/win10 change

* merged nuget... still not being bundled...

* files in merged directory

* missing parens causing dml to be included in cpu package

* more diagnostic info

* switch dir to get-childitem

* wait for compression to complete

* add winml_adapter to mkml and gpu packages

* enable_wcos

* add mklml binaries

* props and targets missing from mklml

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-04-24 20:20:04 -07:00
S. Manohar Karlapalem
6d4f2f5bf9
OpenVINO EP v2.0 (#3585)
* Added FP16 transformations

* Revert "Added CMAKE_BUILD_TYPE to make building dynamic"

This reverts commit d3e17af1af655cfdc4d2fec33f52055caa525e85.

* Added FP16 transformations for FP16 builds

* Backend logic cleanup

Cleans the backend(intel_graph.*) code in the following ways:-

1. Minimize global usage: Since all the IR graphs need to be
re-generated on every Infer, it is bad practice to rely on globals
for their saving and usage as there would be multiple readers and
writers to the same global variable leading to incorrect usages or
contentions. This change replaces globals with locals where possible.
 This change also fixes an existing bug with due to
incorrect global usage.

2. Remove all unused functions.

3. Remove all unused headers and prepocessor directives.

* removed commented out code

* Disabled default optimization for Intel EP

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Fix missed plugins.xml for python bindings

* Fixed the build after latest master changes

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Disabled unsupported ops for accelerators

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Added some more disabled ops

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Added environment variable to enable debugging

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Added more debug statements

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Fixed unsupported ops list for GPU and VPU

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Fixed unsqueeze unit tests

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Added error message to the status

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Overwrite Model proto with shape info from data

Overwrites the shape info of Model proto with the shape from
actual input data. Needed for inferring models with Dynamic
shapes.

* Removed print statement and disabled where op

Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>

* Disabled Reshape with Empty initializer

* Added more debug statements for 1P

* Don't allow 1D inputs with symbol for dimension

* Disabled some 3rd phase ops

* Disabled split and added zero dimension check for OutputDefs

* Cleanup zero dimensionality check

* Added different data type check for inputs and initializers

* Added conditions for Mod, Cast and Pad

* Removed unused variable

* Disabled scan and added conditions for squeeze

* Added changes for fixing all C++ unit tests

* Implements Backend Manager class for caching

Backend Manager provides a layer of indirection between EP interface
and OV backend that provides caching services for models with
symbolic dims in input shapes.

* clean up commented blocks

* clang-formatting

* Read I/O type info from ModleProto

Read the tensor element type information from ModelProto object,
as FusedNode is no longer available.

* code cleanup

* clang-formatting

* Added print statement for jenkins

* Disabled some python tests

* Changed the path of convert fp32 to fp16 hpp

* Added conditions for BatchNorm in GetCapability

* Fixed failed tests

* Revert "Added conditions for BatchNorm in GetCapability"

This reverts commit c3c28c3b00d27892c42546b35dacdd807a48ee90.

* Added Intel to onnxruntime backends

* pick up vars set by OV package setupvars.sh

* Added conditions for Identity

* remove a few cout prints

* Added conditions for GPU_FP32 unit tests

* Revert "pick up vars set by OV package setupvars.sh"

This reverts commit 8199e029c03eae21a1a7ef6bfdc93d00e5d0198b.

* Commented out fatal message for protobuf

* Might need to be removed

* Add interface class for current backend

* moved common logic to base class

* simplified cpu backend

* Removed unused headers

* use vectors to save i/o tensors for windows compatibility

* move utils fxns to backend_utils namespace

* rename ov_backend to ibackend

* Factory pattern for backend creation

* rename CPU backend to Basic backend

* renamed to vad-M and added to factory list

* Added conditions for VPU

* Added print statements

* Changed the logic for checking for symbolic shapes

* Modified logic for zero dimension check

* Removed VPU single dimension condition

* Removed comments

* Modified logic in DimensionCheck method

* Remove legacy OpenVINO EP

Remove all the legacy code for OpenVINO EP. UEP code will take its
place going forward.

This change does NOT remove OVEP files in the following areas asa
they will be reused by UEP:-
1. Documentation: All .md files
2. Docker releated files
3. Python bindings
4. Java bindings
5. C# bindings
6. ORT Server
7. CI pipeline setup files

* Rename Intel EP to OpenVINO EP

* Added unique names to the subgraphs

* Removed subgraphs with only constant inputs

* Modified subgraph partitioning algorithm to remove const input subgraphs

* Apply suggestion to onnxruntime/core/providers/openvino/openvino_execution_provider.cc

* Tracking output names to fix the output order bug

* Changed output names to a unordered map

* Modified logic to check for symbolic input shapes

* Fixed a bug in Reshape check

* Added empty model path to Model constructor

* Made necessary changes to cmake to build from the binary package

* Changed INTEL_CVSDK_DIR to INTEL_OPENVINO_DIR

* Enable dyn device selection with C++ API

* Added Round operator to unsupported list

* Modified subgraph partition logic for MYRIAD

* Removed supported ops from the list

* Enable dyn dev selection in Py API's

* Add documentation for dynamic device selection

* Use MYRIAD || HDDL instead of VPU

* Removed temporary cast of Int64 to FP32

* Disabled unit Tests for CPU_FP32 and GPU_FP32

* Removed default "CPU" from unit tests to allow overriding

* Removed ops Concat, Squeeze, Unsqueeze from unsupported list

* Get the device id from info

* Removed overwriting device_id and precision

* Enabled ConvTranspose and EyeLike

* Reordered unsupported ops in alphabetical order

* Fixed syntax error

* Fixed syntax error

* Code clean-up: Handle exceptions, logs and formatting

Code formatted according to ORT coding guidelines.

* remove debug print from pybind code

* updated docs with ops and models

* formatting prints

* Added default values for c and j for openvino

* Overriding the values set for c and j to be 1
* BACKEND_OPENVINO should be empty if openvino is not in build

* Overriding c value with default for perftest

* fix VAD-M device string bug

* Add IE error details to exceptions

* Use IE specific device names in EP

* Add VAD-F (FPGA) device support

* Removed unecessary libraries from whl package

* Code changes for Windows compatibility

* Add VAD-F option to python API

* [revert before merge] cmake changes for RC

* Enable Windows build in CMake

* Unset macro OPTIONAL for windows builds

inference_engine.hpp's include chain defines a macro 'OPTIONAL'
which conflicts with onnx project's headers when using MSVC. So
would need to explictly unset it for MSVC.

* Use a single copy of plugin/IE::Core

Defined as a static member in Backend manager

* Remove restriction of single subgraphs for  myriad

* Passed subgraph name to Backend to enhance log statements

* Disabled zero dimension conditions

* Disabled concat to remove zero dims

* Enabled building ngraph as part of ORT

* Removed serializing and added versioning

* Fix CPU_FP32 unit tests

* Removed unecessary condition

* add ngraph.so.0.0 to .whl

* Check for zero dimensions only for inputs and outputs

* Restrict loading only 10 subgraphs on myriad

* Build ngraph.dll within UEP. Doesn't link yet

* Rename Linux included libngraph.so to libovep_ngraph.so

Renames locally built libngraph.so containing ONNX importer to
libovep_ngraph.so in order to avoid linkage conflicts with
libngraph.so supplied by OpenVINO binary installer.
Applies only for Linux builds.

* use output_name cmake properties for lib name

* fix .so name format in lib_name.patch

* CMake code cleanup

* Rename WIN32 included ngraph.dll to ovep_ngraph.dll

To avoid conflict with ngraph.dll distributed by openvino.

* Added myriad config for networks without 4 dimensions

* Loading the 10 max clusters for inference on myriad

* Refactor code and add Batching support

Encapsulate subgraph settings into context structs.

Add batching support for completely supported models.

* Disabled some broken tests

* use input_indexes to avoid batch-checking initializers

* Avoid static initialization order error on WOS

* Added candy to broken tests

* InternalCI changes for 2020.2

* Updated DLDT instructions

* Unsaved changed in install_openvino.sh

* Changes after manual check

* Remove custom ngraph onnx_import build for WOS

ONNX Importer on WOS does not have protobuf issue.

* Remove FP32ToFP16 ngraph pass

This conversion is performed implicitly within IE.

* Surround debug logic by #ifndef NDEBUG

* remove invalid TODO comments

* removed references to ngrpah-ep

* clang-formatting

* remove commented code

* comment edits

* updating copyright year to that of first OpenVINO-EP release

* remove redundant log msg

* Modified operator and topology support

* Update build instructions

* doc formatting

* Fixed clip unit tests

* Revert "Remove FP32ToFP16 ngraph pass"

This reverts commit ec962ca5f315a5658ad980e740196f19de2639c1.

* Applying FP16 transformation only for GPU FP16

* Fixed GPU FP32 python tests

* automatically use full protobuf

* disable onnxrt server for now

* Disabled upsample

* update dockerfile instructions

* Removed MO paths and added ngraph path

* Remove OVEP from ORT Server docs

Will put it back in after validation

* Updated path to Ngraph lib

* Disabled Resize and some other python tests

* Removed unnecesary header files

* Use commit SHA to fetch ngraph repo

* Avoid un-needed file changes due to version update

* Fixed clip tests

* Fixed Pow, max and min onnx tests

* build.md doc typo

* Update cmake patch command for ngraph src

* remove dead cmake code for onnxruntime_USE_OPENVINO_BINARY

* use spaces instead of tab

* remove commented code

* Add info about protobuf version

* edit debug env var and enable for WIN32

* specify only version tag of 2020.2 for dockerbuilds

* remove unnecessary file changes

* Pass empty string as default argument to C# tests

* Use ${OPENVINO_VERSION} to name openvino install directory in CI builds

* Enabled unnecessarily disabled tests

* Fixed ngraph protobuf patch

* Fixed error in protobuf patch

* Revert "Use ${OPENVINO_VERSION} to name openvino install directory in CI builds"

This reverts commit 89e72adb8bf3b9712f5c81c5e13fe68c6c0df002.

* Remove unsetting OPTIONAL macro

This is no longer used in recent ONNX update onnx/onnx@da13be2,
so this unset workaround is no longer necessary.

* Use a null string  default argument for C# API

* Set OpenVINO version yml files and pass to CI Docker builds

Git Tag info for DLDT as well as install directory are set
using this value.

This reverts commit 9fa9c20348ed72ae360a95c98e9b074d2f9fafc5.

* Documentation: recommendation and instructions for disabling ORT graph optimizations

* more doc updates

* Reduced the number of models according to CI time constraints

Co-authored-by: ynimmaga <yamini.nimmagadda@intel.com>
Co-authored-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
Co-authored-by: Mikhail Treskin <mikhail.treskin@intel.com>
Co-authored-by: mbencer <mateusz.bencer@intel.com>
Co-authored-by: Aravind <aravindx.gunda@intel.com>
Co-authored-by: suryasidd <48925384+suryasidd@users.noreply.github.com>
2020-04-24 04:06:02 -07:00
Sheil Kumar
470f6e34d0
remove microsoft.ai.machinelearning.dll binpace (#3678)
Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-04-23 23:06:16 -07:00
Sheil Kumar
2717c178cc
Fork the WinML APIs into the Microsoft namespace (#3503)
* Migrate winml to Microsoft Namespace (packaging changes are pending)

* add ns_prefix toggle

* fix packaging

* Users/sheilk/add missing raw header (#3484)

* add dualapipartition

* wrong variable for repo root

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>

* remove existence check to force failures

* extra paren

* dualapipartition needs to be referenced from the source

* add microsoft.ai.machinelearning.dll to the output dir

* rename the idl file so that assembly info is correctly added into the winmd

* fix namespaces

* update namespaces

* default to microsoft, and add namespace override as build argument

* update cmakesetings.json as well

* remove from cmakelists.txt

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
Co-authored-by: Changming Sun <chasun@microsoft.com>
2020-04-17 06:18:54 -07:00
Sheil Kumar
951484ba53
Dualapipartitionattibute.h header is missing in nuget package (#3350)
* add dualapipartition

* wrong variable for repo root

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-04-16 22:21:57 -07:00
Yulong Wang
718068f020
update C# API to optimize inference latency (#3171)
* update C# API to optimize inference latency

* rename PinnedOnnxValue to fixedBufferOnnxValue and fix build break

* add more test cases

* add conditions on string tensors for pre-allocated outputs

* change to random inputs

* fix word spell

* resolve comments

* resolve comments

* remove FixedBufferOnnxValueTests.cs

* fix trivial typos in doc
2020-04-08 11:57:40 -07:00
Cassie
2b10e625f9
added public value varibale to NamedOnnxValue (#3347)
Co-authored-by: cassieview <cassie.siljander@microsoft.com>
2020-03-30 10:45:39 -07:00
Hariharan Seshadri
ef7b98f988
Support DisposableNamedOnnxValue inputs in c# Run() (#3175)
* Initial commit

* Update error message

* Update

* Updates to support holding onto onnxValue and pinnedmemoryBuffer

* Updates

* Minor updates

* Comment out a portion of the tests

* PR feedback

* Minor nit update

* Resolve comments

* PR feedback

* PR updates

* PR feedback
2020-03-23 18:36:12 -07:00