Files
openvino/docs/template_plugin
Vladimir Gavrilov 1d3df63d64 Implement reference nGraph implementation for operation ExperimentalDetectronROIFeatureExtractor (#6484)
* Written reference implementation of the operation ExperimentalDetectronROIFeatureExtractor.

* Small fixes.

* Started to write tests for evaluation of the operation ExperimentalDetectronROIfeatureExtractor.

* Written test for evaluation of the nGraph operation ExperimentalDetectronROIFeatureExtractor.

* Some changes.

* Added debug prints to evaluates.map.

* Added more debug prints.

* Added another debug prints.

* Added more debug prints.

* Added more debug prints.

* Added more debug prints.

* Inserted additional static_casts.

* Added more static_casts.

* Commented some debug prints.

* Some reversion.

* Deleted some debug prints.

* Deleted some debug prints.

* Deleted more debug prints.

* Added some casts and debug prints.

* Some changes.

* Small changes.

* Some changes.

* Added png files.

* Small changes.

* Code style fixes.

* Code style fixes.

* Rewritten some auxiliary functions.

* Corrected the body of the function experimental_detectron_roi_feature_extractor().

* Some code style fixes.

* Code style fixes.

* Small code style fixes.

* Commented one debug print.

* Small changes.

* Added some debug print.

* Small changes.

* Added more debug prints.

* Small fixes.

* Added more debug prints.

* Commented some code.

* Indexing operation [] was replaced by .at() method in the function pre_calc_for_bilinear_interpolate().

* Deleted unneeded variables w1, w2, w3, w4.

* Deleted variable xx.

* Added GCC pragma before the function pre_calc_for_bilinear_interpolate().

* Fixes in macros.

* Fixed pragma before the function pre_calc_for_bilinear_interpolate().

* Deleted some debug prints.

* Deleted more debug prints and fixed some code style issues.

* Deleted redundant assert.

* Deleted redundant assert in the function split_points().

* Started to move tests for nGraph reference implementation of ExperimentalDetectronROIFeatureExtractor to template plugin.

* Enabled test INTERPRETER.onnx_model_experimental_detectron_roi_feature_extractor.

* Deleted backend tests for the reference nGraph implementation of the operation ExperimentalDetectronROIFeatureExtractor.

* Deleted commented code.

* Fixed typo.

* Some fixes.

* Some fixes.

* Some fixes.

* Some fixes.

* Some fixes.

* Renamed the function that calculates ROIAlign.

* Deleted redundant usings.

* Now input shapes are parameters of test.

* Small fix.

* Now element type is also test parameter.

* Deleted some commented code.

* Added test for float16 case.

* Small fix.

* Added test for bfloat16 case.

* Deleted redundant parameters of tests.

* Deleted commented code.

* Deleted redundant structure.

* Small fix.

* Some reverting.
2021-09-27 12:49:18 +03:00
..
2021-09-01 10:59:42 +03:00

template-plugin

Template Plugin for Inference Engine which demonstrates basics of how Inference Engine plugin can be built and implemented on top of Inference Engine Developer Package and Plugin API. As a backend for actual computations ngraph reference implementations is used, so the Template plugin is fully functional.

How to build

$ cd $DLDT_HOME
$ mkdir $DLDT_HOME/build
$ cd $DLDT_HOME/build
$ cmake -DENABLE_TESTS=ON -DENABLE_FUNCTIONAL_TESTS=ON ..
$ make -j8
$ cd $TEMPLATE_PLUGIN_HOME
$ mkdir $TEMPLATE_PLUGIN_HOME/build
$ cd $TEMPLATE_PLUGIN_HOME/build
$ cmake -DInferenceEngineDeveloperPackage_DIR=$DLDT_HOME/build ..
$ make -j8