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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inference_engine	Solve warnings with PDB flags override (#3296)	2020-11-27 18:16:45 +03:00
plugin	Reference Implementation of ROIPooling op (#2903)	2020-11-30 06:59:31 +03:00
CMakeLists.txt	Publishing 2020.2 content	2020-04-13 21:17:23 +03:00