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[TensorRT EP] Avoid calling unavailable function with cpu python package #19251

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merged 2 commits into from
Jan 24, 2024
Merged

[TensorRT EP] Avoid calling unavailable function with cpu python package #19251

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bb79ca9
fix bug
chilo-ms Jan 24, 2024
0e7334e
lintrunner -a
chilo-ms Jan 24, 2024
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8 changes: 4 additions & 4 deletions onnxruntime/python/onnxruntime_inference_collection.py
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Original file line number Diff line number Diff line change
Expand Up @@ -466,7 +466,7 @@ def _create_inference_session(self, providers, provider_options, disabled_optimi

session_options = self._sess_options if self._sess_options else C.get_default_session_options()

self._register_ep_custom_ops(session_options, providers, provider_options)
self._register_ep_custom_ops(session_options, providers, provider_options, available_providers)

if self._model_path:
sess = C.InferenceSession(session_options, self._model_path, True, self._read_config_from_model)
Expand Down Expand Up @@ -510,11 +510,11 @@ def _reset_session(self, providers, provider_options):
self._sess_options = self._sess_options_initial
self._create_inference_session(providers, provider_options)

def _register_ep_custom_ops(self, session_options, providers, provider_options):
def _register_ep_custom_ops(self, session_options, providers, provider_options, available_providers):
for i in range(len(providers)):
if providers[i] == "TensorrtExecutionProvider":
if providers[i] in available_providers and providers[i] == "TensorrtExecutionProvider":
C.register_tensorrt_plugins_as_custom_ops(session_options, provider_options[i])
elif isinstance(providers[i], tuple) and providers[i][0] == "TensorrtExecutionProvider":
elif isinstance(providers[i], tuple) and providers[i][0] in available_providers and providers[i][0] == "TensorrtExecutionProvider":
C.register_tensorrt_plugins_as_custom_ops(session_options, providers[i][1])


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