* Initial commit

* Add decompose_op and unit-test

* Style fix

* Fix CI error

* Address review comments

* Remove CPUBatchFusion

* Address review feedback

* Address review feedback

* Added type_prop tests

* Moved 1 test from cpu to core to keep together

* Address PR comments

* Fix style

* Added U1 precision for binary weights

* Handle switch cases with u1 type

* Fixed code style

* Added convert_to_string support for u1 type

* Use real C type  for u1 type.
Co-Authored-By: Robert Kimball <robert.kimball@intel.com>

* fix for shape inference of tensor iterator body

* updated unit test for case end = -2

* indexes in unit tests

* Updated formula for num_iterations

* Added downgrade pass for Softmax.

* Updated Softmax op to v1.

* Created vector with a right capacity.

* Include numeric header to enable std::iota function

* Removed unused numeric header from the old file

* Fix includes style

* Fix for windows ninja

* Fix for centos build

* Remove fix for centosa

* [SPEC] Add new v1::VariadicSplit operator

* Add missing namespace, fix a typo in doc

* Apply suggestions from code review
Co-Authored-By: Michał Karzyński <postrational@users.noreply.github.com>

* Style fix

* Set all of the inputs to be relevant to output shape

* Set output type if numer of outputs is known

* Add node validation for known input

* Updated unit test to reproduce a bug

* Code style

* Add exports

* Added missed export

* New ToC

* Working on docplan

* Clean up for toc

* Link to existing APIs on quantization doc

* Better align topics with docplan ToC; add section for dyn shapes

* Title casing to be consistent

* PR reviews

* New build preview

* Add default opset version, new versioning schema

* Remove duplicate file causing doc build warning

* - Implementaion of CrossEntropy and CrossEntropyBackprop as fused Op's

* - unit test case for CE fprop
- fix bug in decompose_op

* WIP debug PDPD unit test failure

* fixed broadcasting issue

* -fix bdcast issue for multi dim tensor

* utilities to restore the original tensor shape

* i) style-fix ii) rename variables

* - unit test for multiple dimensions ii) refactor create_mask to seperate function

* - fixed unit tests

* fix style

* set output element type to dynamic in pre_validate and infer shape

* disable ce with one hot unit test on PlaidML

* add CE op to fused_op_tbl

* - add serialzier support for CE and CE Backprop

* Add ReplaceSlice to ZeroDimTensorEliminiation pass

* style

Deprecate runtime::Tensor::copy_from

Modify Gather constant folding to support v1 op.

* WIP

* WIP

* WIP

* WIP

* style

* WIP

* WIP

* Add err msg

* Fix headers and cleanup

* Fix MLIR build on mac OS

* Style

* Style

* [SPEC] Add new v1::FloorMod operator

* Review Fix I

* [FUSED] Add reciprocal op

* Review Fix #1

* Move operator op::v1 -> op

* Fix serializer

* Review Fix I

* set output et

* set output et

* overwrote validate and infer

* Force AutoBroadcast to be specified at the op level since no default is correct for all ops.

* exports

* Added support mode for SpaceToDepth

* Added unit tests

* Fixed styles

* Revert changes in prototxt files

* [SPEC] Add auto_broadcast parameter to SquaredDifference

* Rename set_autobroadcast->set_autob

* [ONNX] Importer should use fused op for MatMul

* Fix a bug in fused matmul op

* Dont reshape matmul inputs to at least 2D any more

* LogSoftmax introduced

* Added LogSoftmax to serializer

* Fixed style

* Fixed CmakeLists style

* code review remarks introduced

* Code review remarks introduced