Adds conditions to keep QDQ #565
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Co-authored-by: saurabh <[email protected]>
* Rename EP instance context as session_context * Add support for GetEpContextNodes * enable config option for ovep weight sharing * add config option for ovep weight sharing * Refactor the conditional blocks in OVEP for compilation * Convert initializers with external data to graph inputs * create, store and export metadata for ovep weight sharing * fix error handling in weight sharing * fix crash issue while setting up inputs for wai model * pass weight sharing option to OVEP qdq stripping pass * Aligning OVEP variable names to match the session option value they hold * Add plumbing for context sharing plus refactoring around option handling * Store metadata in shared context * fix: fix provider options * create ov tensor from meta data and external data * create ov tensor * Add support for binding weight as input tensors * Fix for mapping subgraph to ov compiled network arguments * Fix for using so_share_ep_contexts without ep.context* flags * Add remote tensor support for NPU weight sharing * Use a single ov::Core copy across OVEP * Decouple provider option cache_dir from session option ep.context_file_path * Add support for serialization and deserialization of metadata to disk * Load blobs from relative path stored in ep_cache_context * Use remote L0 tensors for shared weights * fix linux ci issues * fix ci issues * Fix Windows build failure * Use ifstream to load weights instead of mmaped file * Fix for epctx models made up entirely of OVEP epctx nodes * Limit ov::Core lifetime to that of provider object * Enforce shared tensors cleanup on shutdown * Add support for default device type based on project configuration * fix: Fixed concrete_backend_ pointer double free issue on Linux * Preetha/weight sharing fix (intel#545) * Move variables from subgraph to session context for model specific properties * Fix for redundant subgraph creation * Remove unused variable --------- Co-authored-by: Javier E. Martinez <[email protected]> Co-authored-by: saurabhkale117 <[email protected]> Co-authored-by: Preetha Veeramalai <[email protected]> Co-authored-by: ankitm3k <[email protected]> Co-authored-by: Eric Crawford <[email protected]>
Co-authored-by: saurabh <[email protected]>
The conditions are based on - keep uint8/int8 QDQs after Conv (except Conv -> QDQ -> Bias Add/Div/Mul) - keep DQ if used for initializer - QDQ pair before Conv should be stripped if the QDQ pair is uint16/int16
ankitm3k
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@saurabhkale17 please review |
javier-intel
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@rayngun @saurabhkale17 PR is unblocked Please rebase, review and ready to merge |
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@rayngun Can you please rebase the branch |
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The conditions are based on