### Details:
- Changes needed to enable Squeeze (and models) with axes pointing to
non-squeezable dims (currently ov throws an error for such case) -
considered as backward compatible change
- If agreed to update functionality within the same version of the op,
actual changes are needed only in shape infer related functions to cover
**Template, CPU and GPU plugins**:
- src/core/shape_inference/include/squeeze_shape_inference.hpp
- src/plugins/intel_cpu/src/shape_inference/custom/reshape.cpp
- The rest of the changes are test related.
- Pytorch FE Squeeze test enabled - passed
### Tickets:
- 142387
### Details:
- *introduce performance hint and threads scheduling in CPU inference*
### Tickets:
- *CVS-138834*
---------
Co-authored-by: Sun Xiaoxia <xiaoxia.sun@intel.com>
This reverts commit 03aad66230.
### Details:
Revert the commit because there are some models with stateful OPS
(assign/readvalue) not in same attention node, hetero pipeline
parallelism does not work.
### Tickets:
- *CVS-141771*
### 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 original
quantization-aware-training.rst without the PyTorch part
Link to generated doc:
http://openvino-doc.iotg.sclab.intel.com/nncf-docs/openvino-workflow/model-optimization-guide/compressing-models-during-training.html
### Tickets:
- 129586
---------
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
Creating `Limitation of the bf16 inference precision` section to
describe an issue of higher accuracy loss than the pre-determined
threshold of 0.5% and present possible solutions.
This PR addresses JIRA ticket: 138832.
### Details:
- Dev documentation for the existing
[internal::RMS](70142121c1/src/common/transformations/include/ov_ops/rms.hpp)
op
(specified as is without any additional features, to be developed and
updated if needed)
- RMS was created initially as a [custom gpu
RMS](9fadb5ac64/src/plugins/intel_gpu/include/intel_gpu/op/rms.hpp)
operation, and it's going to be moved to op::internal::RMS to be
available for common transformations
- Similar approach as it was done for AUGRUCell/AUGRUSeqence, so the
place for such documents has been already agreed and it's not a part of
the official web docs tree
### Tickets:
- 134914, dicsussion 129027
### Details:
- Changed from the adjugate matrix to transpose of the matrix
### Tickets:
- 138715
---------
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
@tadamczx and @ilya-lavrenov It took a while but I delivered what was
promised, openVINO at the official openSUSE factory. It took more than 6
months of work to get approval from the community...
---------
Co-authored-by: Sebastian Golebiewski <sebastianx.golebiewski@intel.com>
@ilya-lavrenov
Thank you very much for your patience and support.
It took a while to complete the official publication in the science
repository of the openSUSE Tumbleweed distribution.
The result is gratifying, as it was a lot of work to make Intel and
openSUSE technical policies compatible (it took 3 months of work).
Evidence:
Upcoming tasks
- Add 15.4. 15.5 and 15.6 (This will be faster)
- Add to default repository in progress.
https://build.opensuse.org/request/show/1168442https://software.opensuse.org/package/openvinohttps://software.opensuse.org/download/package?package=openvino&project=science
---------
Co-authored-by: Sebastian Golebiewski <sebastianx.golebiewski@intel.com>
### Details:
- *Add links to driver installation guides*
- *Add short context about compiler in driver*
- *Update the list of supported properties*
- *Remove invalid limitations*
### Tickets:
- *E-119403*
* Created new article about Release Policy,
* Moved System Requirements Article under Release Notes.
* Removed environment variables info from torch.compile article.
Jira: 132590
---------
Co-authored-by: Karol Blaszczak <karol.blaszczak@intel.com>
### Details:
- adds specification for ROIAlignRotated
- the main difference between ROIAlign and ROIAlignRotated is that new
op has angle parameters which allows to rotate proposal's box.
### Tickets:
- *CVS-115296*
---------
Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>
Co-authored-by: Mateusz Mikolajczyk <mateusz.mikolajczyk@intel.com>
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
### Details:
- Recommend to set LD_LIBRARY_PATH to point to conda libraries
### Tickets:
- CVS-134534
---------
Co-authored-by: Yaroslav Tarkan <yaroslav.tarkan@intel.com>
Andrii Staikov