Refactor OpenVINO backend: move and clean up parameter handling#240
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zhaixuejun1993 wants to merge 6 commits into
Open
Refactor OpenVINO backend: move and clean up parameter handling#240zhaixuejun1993 wants to merge 6 commits into
zhaixuejun1993 wants to merge 6 commits into
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This pull request refactors how model inputs and extra inputs are handled in the GGML-to-OpenVINO translation layer, improving type safety and code clarity. Instead of storing model inputs and extra inputs as generic OpenVINO nodes, the code now uses explicit structures (
ModelInputInfoandModelExtraInputInfo) to describe their properties. This change also centralizes the logic for creating OpenVINO parameters and constants, and updates related interfaces and usages throughout the codebase. Additionally, the codebase is cleaned up with improved documentation and removal of unused utilities.Key changes:
Refactoring of Model Input Handling:
Replaces storage of model inputs and extra inputs from
std::shared_ptr<ov::Node>to new structuresModelInputInfoandModelExtraInputInfo, providing explicit type and shape information. (ggml-decoder.h,openvino/decoder.h,ggml-decoder.cpp, [1] [2] [3] [4] [5] [6] [7]Updates the
get_model_inputs()andget_model_extra_inputs()interfaces to return the new info structures, and removes the now-unnecessaryget_model_extra_input_values()method. (ggml-decoder.h,openvino/decoder.h, [1] [2]Centralized Parameter and Constant Creation:
create_parameterandcreate_extra_inputto consistently create OpenVINO parameter and constant nodes from the new info structures. Updates the translation session to use these helpers when constructing the OpenVINO model. (openvino/translate_session.cpp, [1] [2]API and Utility Improvements:
get_ov_input_tensorto use the newModelExtraInputInfostructure for constructing input tensors. (utils.cpp, ggml/src/ggml-openvino/utils.cppL840-R843)openvino/translate_session.h,openvino/utils.h, [1] [2] [3]Cleanup and Removal of Unused Code:
getCurrentTime,non_cont_dim, and various template utilities fromutils.cppandutils.h. (utils.cpp,utils.h, [1] [2]Minor Fixes:
mulmat.cppto use the correct input processing function. (mulmat.cpp, ggml/src/ggml-openvino/openvino/op/mulmat.cppL36-R37)ggml-decoder.cpp, ggml/src/ggml-openvino/ggml-decoder.cppL28)## OverviewAdditional information
Requirements