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11 commits

Author SHA1 Message Date
ashbhandare
27dde0b51f
Csharp bindings for on-device training APIs (#12404) 2022-09-02 13:13:48 -07:00
Edward Chen
466b2d9f3d
[C# Tests] Add support for double tensor output in TestPreTrainedModels. (#12008) 
Add support for double tensor output in TestPreTrainedModels.
 2022-06-27 18:49:19 -07:00
Gary Miguel
4bf22e2a40
Update ONNX to 1.12 (#11924) 
Follow-ups that need to happen after this and before the next ORT release:
* Support SequenceMap with https://github.com/microsoft/onnxruntime/pull/11731
* Support signal ops with https://github.com/microsoft/onnxruntime/pull/11778

Follow-ups that need to happen after this but don't necessarily need to happen before the release:
* Implement LayerNormalization kernel for opset version 17: https://github.com/microsoft/onnxruntime/issues/11916

Fixes #11640
 2022-06-21 17:19:52 -07:00
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
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
Scott McKay
318d31ea12
Fix C# pipeline build error (#10524) 2022-02-11 08:56:40 -08:00
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
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
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
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