Move model compatibility checks ahead of session initialization#27037
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Move model compatibility checks ahead of session initialization#27037
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### Description <!-- Describe your changes. --> The current infrastructure for validating compatibility of a precompiled model does the check after session initialization occurs, which turns out to be quite costly. The check should ideally happen beforehand, to short-circuit those expensive operations. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> This change will make it more tractable for applications to rely on the existing session machinery to check compatibility of any of their models. Co-authored-by: Aditya Rastogi <adityar@ntdev.microsoft.com>
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| Commit | Commit Title | Author | | :--- | :--- | :--- | | `11dde2d9e` | [NV TensorRT RTX EP] Fix external tensorrt_plugins load path (#26814) | keshavv27 | | `080d96818` | Move model compatibility checks ahead of session initialization (#27037) | adrastogi | | `ec4f6bfa1` | [QNN EP] Fix error messages being logged as VERBOSE instead of ERROR (#24931) | Copilot | | `0432e7125` | perftest: support plugin eps for compile_ep_context (#27121) | Jaskaran Singh Nagi | | `727db0d3d` | Engine compatibility validity API implementation (#26774) | umangb-09 | | `27013522f` | Deprecate transformers model examples (#27156) | Jambay Kinley | | `f83d4d06e` | [QNN-EP] Implement file mapped weights feature (#26952) | quic-calvnguy | --------- Co-authored-by: keshavv27 <165012837+keshavv27@users.noreply.github.com> Co-authored-by: adrastogi <aditya.rastogi@microsoft.com> Co-authored-by: Aditya Rastogi <adityar@ntdev.microsoft.com> Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com> Co-authored-by: vraspar <51386888+vraspar@users.noreply.github.com> Co-authored-by: yuslepukhin <11303988+yuslepukhin@users.noreply.github.com> Co-authored-by: Dmitri Smirnov <yuslepukhin@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Dmitri Smirnov <dmitrism@microsoft.com> Co-authored-by: Jaskaran Singh Nagi <jaskaran.singh.nagi@intel.com> Co-authored-by: umangb-09 <umangb@nvidia.com> Co-authored-by: Jambay Kinley <jambaykinley@microsoft.com> Co-authored-by: quic-calvnguy <quic_calvnguy@quicinc.com> Co-authored-by: quic_calvnguy <quic_calvnguy@quic_inc.com>
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Description
The current infrastructure for validating compatibility of a precompiled model does the check after session initialization occurs, which turns out to be quite costly. The check should ideally happen beforehand, to short-circuit those expensive operations.
Motivation and Context
This change will make it more tractable for applications to rely on the existing session machinery to check compatibility of any of their models.