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Ivan Tikhonov 063c7ef6b9 GRU/RNN/LSTM sequence ops, reference implementations, single layer tests (#1594 )

* gru/rnn sequences

* update gru/rnn sequences ops, add unit tests

* enable sequence transformations for cpu plugin

* ngraph codestyle

* update tensor iterator to rnn/gru/lstm sequence transformations, add unit tests

* ngraph codestyle

* add visitors for ngraph ie ops, fix a bug with incorrect axis, fix ngraph to ngraph ie conversion

* update GRUSequence/GRUSequenceIE according to plugin format

* fix ngraph ie implementations according to plugins restricrictions

* fix naming issue

* adapt unit tests to accordance to new changes

* strict checks, additional unit tests

* add descriptions for transformations, fix unit tests

* enable ti to sequnece and unroll transformations in plugins for testing

* disable tensor iterator ngraph reader tests

* delete unnecessary cmake file

* fix includes

* clean up, resolve review comments

* move ti to sequence transformation to ti folder

* validate_and_infer_types() implementation

* input parameter validation for LSTM, GRU and RNN

* style-check applied

* Add LSTMSequence dynamic shape validation and test props for RNNCell, GRUCell, LSTMCell and LSTMSequence.

* recurrent_sequence.hpp moved to ngraph/core/include/ngraph/op/util/

* style check applied

* removed unused variable from LSTMSequence::validate_and_infer_types

* Add missing newline mark at the end of file.

* Add supression macro for FusedOp deprecation.

* Add element type initialization

* transpose,rnn cell reference implementations

* Apply PR review remarks

* reference implementations for cells op, single layer tests, align lstm cell/sequence according to the spec

* lstm/gru/rnn cell decompostion transformations

* ngraph codestyle

* clean up

* ngraph code style

* change inheritance of Cells, fix build

* fix build

* fix build again

* remove Peepholes from LSTMSeq, fix copy_runtime_info in transformations

* Rewrite tests to use gtest exception assertions.

* resolve tests issues

* ngraph codestyle

* add missed files

* fix typeprop tests

* fix lstm sequence checks

* fix arm build

* fix arm again

* delete unnecessary file

* add convert weghts format function, enable lstm test, resolve review comments

* add ngraph builders

* ngraph codestyle

* fix unit tests

* revert transpose reference implementation

* move ti to sequences transformation to another branch, resolve review comments

* resolve review comments

* revert fix in ie_layer_validators

* revert LSTM Cell v0, add LSTMCell v1, update transformation lstm_cell_to_cell_ie

* v1 version of LSTMCell op

* LSTMSequence v1 operation, exclude LSTMSeq from opset4

* fix python api tests

* resolve review comments, tests for decomposition transformations, switch lstm cell to opset4 in mo

* references impl for RNN/GRU/LSTM Sequences, single layer tests, bidirectional transformation

* fix unit tests

* process dynamic ranks of rnn/gru/lstm ops

* remove sequences specifications from opset4

* resolve review comments

* fix validate_and_infer_types of GRU/RNN sequences

Co-authored-by: Szymon Durawa <szymon.durawa@intel.com>

2020-09-08 10:31:44 +03:00