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0b5b4d7
update
chilo-ms Dec 8, 2025
80561db
update
chilo-ms Dec 9, 2025
6bd316f
add API summary
chilo-ms Dec 9, 2025
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update
chilo-ms Dec 9, 2025
5e398d4
address reviewer's comments and add GetNumCustomOpDomains
chilo-ms Dec 10, 2025
aeb2386
update example ep to run Custom_Mul op
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3849cd3
address reviewr's comment
chilo-ms Dec 10, 2025
9c987be
lintrunner -a
chilo-ms Dec 10, 2025
fbe2434
update example ep GetCapability()
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40fa8fe
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632ce31
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chilo-ms Dec 18, 2025
5905434
Merge branch 'main' into chi/custom_op_for_ep
chilo-ms Jan 7, 2026
6017c00
Use CreateKernelV2 and ComputeKernelV2
chilo-ms Jan 8, 2026
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address reviewer's comments
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address reveiwer's comment
chilo-ms Jan 9, 2026
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Merge branch 'main' into chi/custom_op_for_ep
chilo-ms Jan 9, 2026
15f5baf
update
chilo-ms Jan 9, 2026
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lintrunner -a
chilo-ms Jan 9, 2026
adf565e
fix bug when merging main
chilo-ms Jan 9, 2026
062280e
Make auto ep selection be able to register custom op
chilo-ms Jan 13, 2026
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Merge branch 'main' into chi/custom_op_for_ep
chilo-ms Jan 13, 2026
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Make code be able to get model_metadata from model during auto ep sel…
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Use Model::Load
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Merge branch 'main' into chi/custom_op_for_ep
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fix compile warning for minimal build
chilo-ms Jan 14, 2026
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address reviewer's comment
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452bb26
Add AddEpCustomDomainsToSessionOptions()
chilo-ms Jan 15, 2026
96d42fb
clean up code
chilo-ms Jan 15, 2026
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clean up code and fix compile error
chilo-ms Jan 15, 2026
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revert auto ep selection
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Merge branch 'main' into chi/custom_op_for_ep
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chilo-ms Jan 16, 2026
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fix compile error for onnxruntime_pybind_state.cc
chilo-ms Jan 16, 2026
1841117
address reveiwer's comment
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56 changes: 56 additions & 0 deletions include/onnxruntime/core/session/onnxruntime_ep_c_api.h
Original file line number Diff line number Diff line change
Expand Up @@ -1413,6 +1413,62 @@ struct OrtEpFactory {
* \since Version 1.24.
*/
ORT_API2_STATUS(SetEnvironmentOptions, _In_ OrtEpFactory* this_ptr, _In_ const OrtKeyValuePairs* options);

/** \brief Returns the number of OrtCustomOpDomains that this factory creates.
*
* \param[in] this_ptr The OrtEpFactory instance.
* \param[out] num_domains Output parameter set to the number of created OrtCustomOpDomain instances.
*
* \snippet{doc} snippets.dox OrtStatus Return Value
*
* \since Version 1.24.
*/
ORT_API2_STATUS(GetNumCustomOpDomains, _In_ OrtEpFactory* this_ptr, _Out_ size_t* num_domains);

/** \brief Creates the EP-specific OrtCustomOpDomains.
*
* This function is used when running inference on a model that contains EP-specific custom operations.
*
* Workflow:
* 1. The EP implements this function to supply a list of OrtCustomOpDomain instances.
* 2. The application calls SessionOptionsAppendExecutionProvider_V2() with an OrtEpDevice containing
* the plugin EP's factory.
* 3. SessionOptionsAppendExecutionProvider_V2() appends the provided OrtCustomOpDomain list to the
* session options.
*
* As a result, any session created from these session options will have these custom op domains registered
* in ORT, ensuring that the custom ops are properly recognized and validated when the model is loaded.
*
* Plugin EPs can provide two types of custom ops:
* 1. A full OrtCustomOp with a concrete kernel implementation
* - This Example EP demonstrates this approach.
* - In GetCapability(), it calls EpGraphSupportInfo_AddSingleNode() to inform ORT
* that the custom node should NOT be fused or compiled. Instead, ORT should invoke
* the custom node's Compute() function at runtime.
*
* 2. A "placeholder" OrtCustomOp with an empty kernel implementation
* - A compile-based Plugin EP can supply an OrtCustomOp whose CustomKernel::Compute()
* does nothing. The purpose is to satisfy model validation during model loading by
* registering the custom op as a valid operator in the session.
* - In GetCapability(), the EP should call EpGraphSupportInfo_AddNodesToFuse() to
* notify ORT that this custom node should be fused and compiled by the EP.
* - In Compile(), the EP executes its compiled bits to perform inference for
* the fused custom node.
*
* Note: EP has the responsibility to release OrtCustomOpDomain instances it creates. It happens
* automatically if using ORT C++ api.
*
* \param[in] this_ptr The OrtEpFactory instance.
* \param[out] domains Pre-allocated array of `num_domains` elements by ORT that should be filled with
OrtCustomOpDomain created by the EP.
* \param[in] num_domains The size of the `domains` array pre-allocated by ORT.
*
* \snippet{doc} snippets.dox OrtStatus Return Value
*
* \since Version 1.24.
*/
ORT_API2_STATUS(CreateCustomOpDomains, _In_ OrtEpFactory* this_ptr,
_Outptr_result_maybenull_ OrtCustomOpDomain** domains, _Out_ size_t num_domains);
};

#ifdef __cplusplus
Expand Down
2 changes: 1 addition & 1 deletion onnxruntime/core/session/onnxruntime_c_api.cc
Original file line number Diff line number Diff line change
Expand Up @@ -3332,7 +3332,7 @@ ORT_API_STATUS_IMPL(OrtApis::SessionOptionsAppendExecutionProvider_V2, _In_ OrtS
ep_devices_span,
ep_option_keys_span,
ep_option_vals_span,
session_options->value));
*session_options));

session_options->provider_factories.push_back(std::move(provider_factory));

Expand Down
7 changes: 7 additions & 0 deletions onnxruntime/core/session/plugin_ep/ep_factory_internal_impl.h
Original file line number Diff line number Diff line change
Expand Up @@ -88,6 +88,13 @@ class EpFactoryInternalImpl {
return nullptr;
}

virtual OrtStatus* CreateCustomOpDomains(_Outptr_result_maybenull_ OrtCustomOpDomain** out,
_Out_ size_t* num_domains) const noexcept {
*out = nullptr;
*num_domains = 0;
return nullptr;
}

// Function ORT calls to release an EP instance.
void ReleaseEp(OrtEp* ep);

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42 changes: 41 additions & 1 deletion onnxruntime/core/session/utils.cc
Original file line number Diff line number Diff line change
Expand Up @@ -482,7 +482,8 @@
Status AddEpOptionsToSessionOptions(gsl::span<const OrtEpDevice* const> ep_devices,
gsl::span<const char* const> ep_option_keys,
gsl::span<const char* const> ep_option_vals,
SessionOptions& session_options) {
OrtSessionOptions& ort_session_options) {
SessionOptions& session_options = ort_session_options.value;
const size_t num_ep_options = ep_option_keys.size();
if (ep_option_vals.size() != num_ep_options) {
return ORT_MAKE_STATUS(ONNXRUNTIME, INVALID_ARGUMENT,
Expand All @@ -505,6 +506,45 @@

ORT_RETURN_IF_ERROR(config_options.AddConfigEntry((prefix + ep_option_keys[j]).c_str(), ep_option_vals[j]));
}

// Add custom op domain provided by EP to the session options if any.
// OrtEpFactory::GetNumCustomOpDomains and OrtEpFactory::CreateCustomOpDomains
// were added in ORT 1.24.
OrtEpFactory* ep_factory = ep_device->ep_factory;
if (ep_factory &&
ep_factory->ort_version_supported >= 24 &&
ep_factory->CreateCustomOpDomains != nullptr) {
auto is_already_in_domains =
[&](const std::string& domain_name, const std::vector<OrtCustomOpDomain*>& domains) {

Check warning on line 518 in onnxruntime/core/session/utils.cc

View workflow job for this annotation

GitHub Actions / Optional Lint C++

[cpplint] reported by reviewdog 🐶 Add #include <vector> for vector<> [build/include_what_you_use] [4] Raw Output: onnxruntime/core/session/utils.cc:518: Add #include <vector> for vector<> [build/include_what_you_use] [4]

Check warning on line 518 in onnxruntime/core/session/utils.cc

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GitHub Actions / Optional Lint C++

[cpplint] reported by reviewdog 🐶 Add #include <string> for string [build/include_what_you_use] [4] Raw Output: onnxruntime/core/session/utils.cc:518: Add #include <string> for string [build/include_what_you_use] [4]
for (auto ptr : domains) {
if (domain_name == ptr->domain_) {
return true;
}
}
return false;
};

size_t num_domains = 0;
ORT_RETURN_IF_ERROR(ToStatusAndRelease(ep_factory->GetNumCustomOpDomains(ep_factory, &num_domains)));

InlinedVector<OrtCustomOpDomain*> domains;
domains.resize(num_domains);

ORT_RETURN_IF_ERROR(ToStatusAndRelease(ep_factory->CreateCustomOpDomains(ep_factory,
domains.data(),
domains.size())));

const auto domains_span = gsl::span<OrtCustomOpDomain*>(domains.data(), domains.size());
for (auto domain : domains_span) {
if (!is_already_in_domains(domain->domain_, ort_session_options.custom_op_domains_) &&
domain->custom_ops_.size() > 0) {
ort_session_options.custom_op_domains_.push_back(domain);
} else {
LOGS_DEFAULT(WARNING) << "The custom op domain name "
<< domain->domain_ << " is already in the session option. Skip it.";
}
}
}
}

return Status::OK();
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2 changes: 1 addition & 1 deletion onnxruntime/core/session/utils.h
Original file line number Diff line number Diff line change
Expand Up @@ -69,7 +69,7 @@ Status CreateIExecutionProviderFactoryForEpDevices(const Environment& env,
Status AddEpOptionsToSessionOptions(gsl::span<const OrtEpDevice* const> ep_devices,
gsl::span<const char* const> ep_options_keys,
gsl::span<const char* const> ep_options_vals,
SessionOptions& session_options);
OrtSessionOptions& session_options);

} // namespace onnxruntime
#endif // !defined(ORT_MINIMAL_BUILD)
2 changes: 1 addition & 1 deletion onnxruntime/python/onnxruntime_pybind_state.cc
Original file line number Diff line number Diff line change
Expand Up @@ -1346,7 +1346,7 @@ static Status AddEpFactoryFromEpDevices(PySessionOptions& py_sess_options,
ORT_RETURN_IF_ERROR(AddEpOptionsToSessionOptions(ep_devices,
ep_option_keys,
ep_option_vals,
py_sess_options.value));
py_sess_options));

py_sess_options.provider_factories.push_back(std::move(provider_factory));
return Status::OK();
Expand Down
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