Siddhant Chauhan

[Bonsai] Enable Regression for PyTorch

1

- Added `regression` capability for `pytorch` implementation of Bonsai - Similar to `tf` implementation, you can train model specifically for regression using `-regression True` flag - Tested on [boston-housing](https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#housing) and...

[PyOV] Enable ov.PartialShape.dynamic(int) binding

1

### Details: - Add new binding for dynamic which accept integer as argument. - created tests in `test_partial_shape` & `test_partial_shape_equals` ### Tickets: - Closes #23024

[ONNX] Update `RandomUniformLike` to accept different datatypes

3

### Details: - Previously `min_value` and `max_value` needed to have same same type as `out_type` attribute. This defeated purpose of `out_type` ### Tickets: - Closes #21174

[CPU] Enable cpu_convert utility function with AVX_512 FP16

8

### Details: - Augmented cpu_convert function by adding AVX512 fp16 load/store instruction support. - adding tests ### Tickets: - Closes #21809

[NNCF] NNCF common accuracy aware training code pass mypy checks

3

### Changes Added type annotation to files in `nncf/common/accuracy_aware_training`. Some checks still not passing mainly due to problem with class annotations. ### Related tickets #2492 ### Tests mypy

[PyOV] Extend Python API with a new `model.reshape()` overload

14

### Details: - Added new overload for `model.reshape` in model C++ bindings - Added tests ### Tickets: - Closes #18347