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openvino/docs
Gabriele Galiero Casay ac8a39da87 Reference Implementation of ROIPooling op (#2903)
* 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>
2020-11-30 06:59:31 +03:00
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2020-11-30 06:54:13 +03:00
2020-11-30 06:54:13 +03:00