* Integrate openvino-ep-2021.3
* operators type
* changed the myriad as it is case sensitive
* logging information for openvino-ep-2021.3
* Unit test fix
* Resize operator added for myriad
* Fixed python tests for CPU and GPU
* data commit for loop tile and gatherelements failure
* adding checks for Where
* fixing gatherelements and loop tests
* disabling instance normalization test for now as there seems to be a
myriad bug, putting loop in ops supported only because all the tests
fail
* gather elements op test taking care of warning message
* condition needs to be an intializers
* Disabled python test for Myriad
* Disable compilation warning for MSVC windows compiler
* softmax_test, threedimaxis0 and 1 test give accuracy mismatch
tensoroptest disables test gives accuracy mismatch
gather test gives accuracy mismatch
* Updated with ov version 2021.3
* Updated with ov version 2021.3
* Updated README
* Disabling python tests for cpu
* Disabling python tests with accuracy mismatch on cpu
* Added fix for Linux CI Pipeline failure
-> Disabled tests that were throwing segfault
Co-authored-by: sfatimar <sahar.fatima@intel/com>
Co-authored-by: MaajidKhan <n.maajidkhan@gmail.com>
Co-authored-by: Aravind <aravindx.gunda@intel.com>
* Updates to some operators to always support int32 and int64 based on testing of Android package build config with a minimal build.
If an operator can be used for shape manipulation (int64) it is frequently used for indices manipulation (int32), so we enable both types for that set of ops.
- e.g. BERT models take indices as input
- Scatter/Gather ops utilize indices
Misc. fix to python bindings to exclude call that fails in a minimal build.
* Adding TorchEmbedding contrib op
* Update contrib_defs.cc
* Shape fix
* Update shape_inference_test_helper.h
* Fix typo
* Fix test
* Fix for test code
* Merge
* Fix CI
* Fix for CI
* Fix CI no-contrib
Enable type reduction for Scatter/ScatterElements CPU kernels. Some refactoring to reduce binary size.
Add MLTypeCallDispatcher methods.
Minor cleanup for Pad CPU kernel.
* Allow specific optimizers to be disabled.
- replace unused ability to specify just the optimizers to run
- never used so not needed
Allow the disabled list to be specified via the python bindings
- expected usage is internal, so using kwargs for that so as not to pollute the documentation with stuff no user is likely to need
Update the ORT format model conversion script to disable NCHWc transformer when level is 'all'
- currently there aren't any known use cases where we'd want the NCHWc transformations to run as they create a device specific model and aren't used on ARM
- the ORT format model is not expected to be generated on the target device (e.g. generate on Windows/Linux/macOS to deploy to Android/iOS so there's a good chance we'd generate a useless/invalid model
- default to 'all' as ARM and MLAS prefer NHWC and the NHWC transformer runs at that level
* Add matching changes to optimizer generation in training code
* Fix Transpose and MatMul fusion code to check the input datatypes as FusedMatMul only supports floating point datatypes.
* Added testcases to make sure that the int32/int64 datatypes prevent Transport-MatMul fusion.
* Add function body to SoftmaxGrad schema
* Add type context and cleanup
* Add test case with symbolic dimensions
* Add opset specification to function
* handle opset dependence
* Exclude from minimal build
* Promote BiasDropout from orttraining to onnxruntime
Co-authored-by: Sherlock Huang <bahuang@OrtTrainingDev3.af05slrtruoetgaxwwjv5nsq5e.px.internal.cloudapp.net>
* Liqun/ort module perf1 (#6806)
add mysql script to log perf data
Co-authored-by: liqun <liqun@OrtTrainingDev4.af05slrtruoetgaxwwjv5nsq5e.px.internal.cloudapp.net>
* Resolve HTTP Error 503: Service Unavailable for MNIST dataset (#6989)
* Reduce logging for ORTModule for the end user (#6982)
* Support none types in forward output (#7001)
* Missed test case for none type output (#7014)
* save iobinding to ctx
* save run_options to ctx
* remove debug tests
* PR comments and clean up
* add RunStateInfo
* remove whitespace edits
* PR comments
* remove test changes
* fix test failure
* Fit unit test test_nesting_forward_backward_calls
Co-authored-by: liqunfu <liqfu@microsoft.com>
Co-authored-by: baijumeswani <bmeswani@microsoft.com>
Co-authored-by: Jingyan Wang <jingywa@OrtTrainingDev3.af05slrtruoetgaxwwjv5nsq5e.px.internal.cloudapp.net>
