Commit 081633e
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Add EP Device Compatibility APIs (microsoft#26922)
### Description
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This PR adds new C API for querying hardware device and execution
provider (EP) compatibility/incompatibility reasons. The API allows
applications to determine why a specific EP may not be compatible with a
given hardware device before attempting to use it. The EP implementor
decides how device compatibility is defined for their stack and
communicates this via the possible states in the
OrtDeviceEpIncompatibilityDetails struct.
New API Functions
- GetHardwareDeviceEPIncompatibilityReasons - Query incompatibility
reasons between an EP and a hardware device
- DeviceEpIncompatibilityDetails_GetReasonsBitmask - Get a bitmask of
incompatibility reasons
- DeviceEpIncompatibilityDetails_GetErrorCode - Get an EP-specific error
code
- DeviceEpIncompatibilityDetails_GetNotes - Get optional human-readable
notes about incompatibility
- ReleaseDeviceEpIncompatibilityDetails - Release the details object
New Types
- OrtDeviceEpIncompatibilityDetails - Opaque type holding
incompatibility information
- OrtDeviceEpIncompatibilityReason - Enum defining standard
incompatibility reason flags
Testing
- Added unit tests in hardware_device_compatibility_test.cc for the new
C API functions
- Added plugin EP compatibility tests in test_execution.cc
. Tests verify both compatible (CPU device with CPU-supporting EP) and
incompatible (GPU device with CPU-only EP) scenarios
- Updated example plugin EP to implement the compatibility checking
interface
### Motivation and Context
Applications using ONNX Runtime need a way to understand why an
execution provider cannot run on a particular hardware device. This is
especially important for:
- User feedback - Providing meaningful error messages when hardware is
incompatible
- EP selection - Choosing the best available EP based on compatibility
- Diagnostics - Understanding driver/dependency requirements
Previously, there was no standardized way to query this information. EPs
would simply fail at session creation/model load/inference time without
providing actionable feedback.1 parent c343143 commit 081633e
17 files changed
Lines changed: 996 additions & 49 deletions
File tree
- include/onnxruntime/core/session
- onnxruntime
- core/session
- plugin_ep
- test
- autoep
- library/example_plugin_ep
- framework
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