Daniil Lyakhov

### Details: QAT documentation for NNCF Torch and NNCF Tensorflow is spitted on two pages * quantization-aware-training-pytorch.rst is QAT by `nncf.quantize` method documentation * quantization-aware-training-tensorflow.rst file is a copy of...

Great PRs are never closed

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New scheduler which delayed reduce on plateau on given number of epoch. Useful when model is not compressed yet and scheduler shouldn't drop lr

[API][Torch] Save/Load transformations

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### Changes `model.nncf.get_config` method and `nncf.torch.load_from_config` function are presented ### Reason for changes To enable saving/loading NNCFNetwork transformations ### Related tickets 129586 ### Tests `tests/torch/test_serialization.py` is updated

On top of https://github.com/openvinotoolkit/nncf/pull/2659 ### Changes Mobilenet v2 save/load example, possible to export to both onnx and openvino ### Reason for changes Showcase for save/load model functionality ### Related tickets...

# My view on NNCF documentation: * Algorithms: * Quantization * PTQ * QAT ( nncf.quantize (with note: you can quantize TF models and use additional algorithms (HAWQ), please refer...

[Torch] Do not wrap not tensor inputs

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### Changes * NNCF wrapping for Tensor input parameters is skipped when actual parameter is not a tensor ### Reason for changes * To support models which could accept different...

[TF] RB sparsity integration test is made deterministic

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### Changes Deterministic execution is enabled for rb sparsity integration test ### Reason for changes To prevent sporadic test failure ### Related tickets 138817 ### Tests I've run test several...

### Changes Resnet18 examples updated to showcase NNCF Torch save/load capabilities ### Reason for changes To showcase NNCF Torch save/load capabilities ### Related tickets 129586 ### Tests test_examples/382/

### Changes * Torch FX experimental PTQ backed is presented (MinMax, FBC) * Torch metatypes are updated with new namespace: ATEN * Some Torch metatypes are updated by new operations...

Greetings🐱! As a part of https://github.com/openvinotoolkit/nncf/issues/2766 TorchFX PTQ backend support, we are gladly presenting to you following issue ### Context The task is to cover FXModelTransformer by simple unit tests...