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[TF FE] Support Complex Tensors #20860

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rkazants
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@rkazants rkazants commented Nov 3, 2023

Details: Support complex tensors. Removed fallback to the legacy frontend in case complex type tensor.
Added loaders for 16 operations: ComplexAbs, Complex, Real, Imag, FFT, FFT2D, FFT3D, IFFT, IFFT2D, IFFT3D, RFFT, RFFT2D, RFFT3D, IRFFT, IRFFT2D, IRFFT3D.

Now all models with complex type from our validation scope are supported via new TF FE.

Ticket: 89086

Signed-off-by: Kazantsev, Roman <[email protected]>
@rkazants rkazants requested review from a team as code owners November 3, 2023 10:35
@github-actions github-actions bot added category: MO Model Optimizer category: TF FE OpenVINO TensorFlow FrontEnd category: TFL FE OpenVINO TensorFlow Lite FrontEnd labels Nov 3, 2023
Signed-off-by: Kazantsev, Roman <[email protected]>
Signed-off-by: Kazantsev, Roman <[email protected]>
@rkazants rkazants requested a review from a team as a code owner November 5, 2023 20:41
@rkazants rkazants requested review from kblaszczak-intel and removed request for a team November 5, 2023 20:41
@github-actions github-actions bot added the category: docs OpenVINO documentation label Nov 5, 2023
@rkazants rkazants changed the title [TF FE] Support complex tensors [TF FE] Support Complex Tensors Nov 5, 2023
Signed-off-by: Kazantsev, Roman <[email protected]>
@rkazants rkazants merged commit d0eb27b into openvinotoolkit:master Nov 6, 2023
35 checks passed
alvoron pushed a commit to alvoron/openvino that referenced this pull request Nov 6, 2023
* [TF FE] Support complex tensors

Signed-off-by: Kazantsev, Roman <[email protected]>

* Align output type for Real and Imag operations

Signed-off-by: Kazantsev, Roman <[email protected]>

* Update decoding complex types

* Add support for ComplexAbs, FFT and IFFT operations

Signed-off-by: Kazantsev, Roman <[email protected]>

* Correct axes based on a number of inner-most dimensions

* Add layer tests

Signed-off-by: Kazantsev, Roman <[email protected]>

* Update supported ops documentation

Signed-off-by: Kazantsev, Roman <[email protected]>

* Add a comment for ComplexTypeMark

Signed-off-by: Kazantsev, Roman <[email protected]>

---------

Signed-off-by: Kazantsev, Roman <[email protected]>
allnes pushed a commit to allnes/openvino that referenced this pull request Nov 23, 2023
* [TF FE] Support complex tensors

Signed-off-by: Kazantsev, Roman <[email protected]>

* Align output type for Real and Imag operations

Signed-off-by: Kazantsev, Roman <[email protected]>

* Update decoding complex types

* Add support for ComplexAbs, FFT and IFFT operations

Signed-off-by: Kazantsev, Roman <[email protected]>

* Correct axes based on a number of inner-most dimensions

* Add layer tests

Signed-off-by: Kazantsev, Roman <[email protected]>

* Update supported ops documentation

Signed-off-by: Kazantsev, Roman <[email protected]>

* Add a comment for ComplexTypeMark

Signed-off-by: Kazantsev, Roman <[email protected]>

---------

Signed-off-by: Kazantsev, Roman <[email protected]>
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category: docs OpenVINO documentation category: MO Model Optimizer category: TF FE OpenVINO TensorFlow FrontEnd category: TFL FE OpenVINO TensorFlow Lite FrontEnd
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