* opset to rst
* change list indentations
* fix formula
* add n operations
* add negative and nonzero
* fix link
* specs to rst
* fix matrixnms path
* change path to if
* fix list
* fix format
* Create ONNX FrontEnd GenerateProposals op
* Add onnx GP Op validation
* Add batch 2 test
* Improve code readability
.. per review comments
* Fix test model paths
* Use heterogeneous test values
* roi_align_9: ov_core, transformations, template_plugin
* roi_align_9: CPU Plugin
* keep only constructor with enums which is aligned with spec
* remove evaluate function for ROIAlign_9
* Add op check test for operation ROIAlign-9
* Apply suggestions from code review
* fix version name from 'v0' to 'v3' in transform part
* use common shape_infer function for v3 and v9
* remove'tf_' prefix for ROIAlign::AlignedMode to avoid misleading for models from different platforms
* Specify DetectionOutput-8 operation
The delta is small where we just remove num_classes attribute to support OD models out of the box
Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>
* Remove a link to DetectionOutput-1 from opset-8
Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>
* Update a list in ie_docs.xml
Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>
* New version of PriorBox operation to add new 'min_max_aspect_ratios_order' attribute
* Apply suggestions from code review
Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>
* Apply suggestions from code review
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
* Move detailed description up, add backtics to attr types
* Add backtics for range in clip attr description, remove non-existing attributes
* Adjusting the spec to review comments
* floating-point instead of floating point, remove default value for mandatory attribute
* bulk change `type T` to `type *T*` in spec
* update all `T` which referee to type to use *T* pattern
* get back with `T` where T is dimension
* fix *T*1 -> *T1*
* Make italic types where was no formating
* Reference implementation for Proposal, enable CPU SLT
* code style fix
* add type prop test for invalid anchor count
* add unit test
* fix shapes in attribute test
* temp workaround- disable maring end of boxes list
* Disable CPU smoke test- spec misalignment
* code style fixes
* add some details to the specification
* disable myriadx proposal slt
* review changes, using usigned int and size_t
* improve proposal op shape inference to cover dynamic too, add unit test coverage
* remove unused variable in test body
* remove batch size in tests where its not used
* add post nms topn initialization in tests where it was missing
* review comments
* style fix
* style fix 2
* add tests, remove unused variables, change shape inference checks
* style fix
* add input tensors type checks and test coverage
* align input type in attribute and ngraphreader tests to match specification
* fix wrong dimension in error message
* proposalv4 ref impl
* enable single layer and unit tests for proposalv4 ref impl
* align output termination with cpu, enable cpu slt
* custom slt compares to detect less-than-predicted number of boxes
* custom slt compares to detect less-than-predicted number of boxes
* Clarify output termination in spec
* review comments
* smaller input data for unit tests
* add check for batch_dim being static
* disable gpu slt for proposal
* test data style fix
* test data style fix 2
* add type section to specification
* shape inference improvement
* multiply expected 1st dim in tests by post_nms_topn
* add checks and testcases for dynamic ranks
* indentation, review comments
* reduce code redundancy in ref implementation
* remove comment
* Fix typo in proposal1 spec
* Fix typo in proposal4 spec
* regionyolo do_softmax attribute
* add serialization single layer tests for normalizel2 and reshape
* add prelu sslt, change letter size in op name to align with MO
* add shufflechanels sslt, add workaround to serialize the op with proper opset number
* add broadcast sslt, change attribute string representations to lowercase
* add pad sslt, change attribute string representations to lowercase
* Unify sslt name prefixes
* add prelu name translation for serialization
* change expected type of regionyolo do_softmax attribute to bool
* transform autobcast type attr to lowercase, add unit test, add special opset mapping in serialization
* style fix
* fix indentation
* fix indentation 2
* Possibility of different opset assignment for different op versions
* Update header dates in modified files
* Match special opset to type_info_t instead of a string
* Adjust the comment to match the code
* Revice DetectionOutput reference implementation
Ticket: 37433
* fix test_create_op
* fix test_dyn_attributes
* apply code format
* fix crash on Windows when variance_encoded_in_target == 1
* add more checks for DetectionOutput inputs
* Fix single layer tests
* apply code format
* fix ssd_vgg16_300 inference with batch size > 1
* update types in docs
* fix crash on windows
* apply code style
* fix python tests
* fix setting output type
* change False to false and True to true in docs
* Allow prior boxes to have different type than box logits
Some models work that way
* simplify output shape calculation
* fixes to docs
* Add reference implementation for PSROIPooling operator
* fix test_roi_pooling
* use std::roundf
* remove unnecessary copies in single layer tets
* Fixes after review
* fixes after review
* use element::Type_t instead of element::
* apply code format
* add PSROIPooling to evaluates_map
* apply code format
* ROIPooling: Specification and op class alignment
* ROIPooling: Add check to input tensor type to be aligned with spec
* ROIPooling: Corrected spec description for input tensor shape and box coordinates
* ROIPooling: Changed attributes pooled_h and pooled_w from Shape to plain int
* Revert "ROIPooling: Changed attributes pooled_h and pooled_w from Shape to plain int"
This reverts commit d49cfa8e53.
* ROIPooling: Further specification changes
* ROIPooling: Rename enum class ROIPoolingMethod methods
* Fix style
* ROIPooling: Draft reference implementation
* ROIPooling: Adjust feature map element type to float for attribute unit test
* ROIPooling: Add single layer test class
* ROIPooling: Corrected output index to iterate through output tensor elements
* ROIPooling: Added validation checks for input types in op constructor
* ROIPooling: Add unit tests
* ROIPooling: Attributes unit test changed to align with spec
* ROIPooling: Add check for batch id in reference implementation and unit test
* ROIPooling: Refactor single layer test class
* ROIPooling: Add test for invalid pooling method
* ROIPooling: Clean up unnecessary function declaration
* ROIPooling: Remove duplicated default ROIPooling method in op constructors
* ROIPooling: Add Infer method to generate suitable ROI data
* ROIPooling: CPU single layer test instantiation for max method
* ROIPooling: Remove enum class ROIPoolingMethod
* Revert "ROIPooling: Clean up unnecessary function declaration"
This reverts commit 074b540dea.
* ROIPooling: Refactor single layer tests after removing enum class ROIPoolingMethod
* ROIPooling: Add attribute checks in op constructor to align with spec and unit tests
* Resolve CI failure: clang could not resolve static conversion from uint64_t to size_t
* ROIPooling: Fix for output index calculation to loop through all ROIs
* ROIPooling: Add unit test for bilinear interpolation method
* ROIPooling: Add CPU single layer test instantiation for bilinear method
* ROIPooling: Clean up unnecessary enum class for pooling method
* ROIPooling: Add myriad single layer test instantiation
* ROIPooling: Add F16 precision single layer tests for CPU plugin
* ROIPooling: Add node validation check for string method attribute in constructor and unit tests
* ROIPooling: Spec changes to improve understanding of the operation
* ROIPooling: Fix for bilinear method when pooled size is 1x1
* ROIPooling: Add unit test for bilinear method and pooled size 1x1
* ROIPooling: Fix to broken format of specifications
* ROIPooling: Disable Myriad single layer tests
* ROIPooling: Handle dynamic dims and ranks for input tensors and unit tests
* ROIPooling: Code clean up
* ROIPooling: Address review comments
* ROIPooling: Changed location for makeROIPooling helper method
Co-authored-by: Kirill Molchanov <kirill.molchanov@intel.com>
renamed logits -> bbox_deltas
updated ngraph unittests for Proposal
removed validate_and_infer_types Proposal-4
removed validate_and_infer_types Proposal-4
changed validate_and_infer_types in parent class of Proposal
removed get_output_size
successfully inferred Proposal on SSH and Faster-RCNN
added unittests for Proposal-4
added unittests for Proposal-4
added unittests for Proposal-4
returned back default namespace for Proposal
reduced number of outputs in v0::Proposal
correct conversion of Proposal-4 -> propodal_ie with 2 outputs
removed creator for proposal v0
removed converter for proposal v0
added Proposal-4 to MO
removed `for_deformable` attribute
added Proposal-4 to MO and nGraph Python API
removed typo in Proposal-4 specification
style corrections
style corrections and removed some redundant code
rename proposal Python api test
removed 'attrs' context from visitor
returned back AttrVisitor to check if passes OpenVINO ONNX pipeline
Should pass OpenVINO ONNX pipeline (returned back AttrVisitor just to check)
python api for Proposal-4 works ok
(style correction) python api for Proposal-4 works ok
parametrized proposal_ie some other corrections
removed 'attrs.' context from nGraph Python API tests for Proposal
minor corrections in replacer proposal->proposal_ie
corrected Python API OpenVINO-ONNX tests should pass
Improved workaround for AttributeVisitor for Proposal
Add additional check of im_info tensor shape to Proposal node in MKLDNNPlugin
😠 removed 4 extra spaces from test_dyn_attributes.py to match The Style
added new nGraph RTTI declarations, removed throwing exception in transformation
added new nGraph RTTI declarations, removed throwing exception in transformation, corrected exception in MKLDNNplugin
corrected im_info size checking in Proposal node of MKLDNNPlugin
* Specify, review and approve operation Proposal-4
* added types section and some other corrections
* Added example of Proposal-4 without reductions
* Corrected information about input tensors
* removed 'logits' from specification, added information about shapes
* removed `for_deformable` attribute
* changed `batch_size` to 7
* updated output dimension
