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84 changes: 61 additions & 23 deletions src/onnxruntime.cc
Original file line number Diff line number Diff line change
Expand Up @@ -302,27 +302,34 @@ ModelState::ModelState(TRITONBACKEND_Model* triton_model)
}
}

// Enable/disable use_device_allocator_for_initializers
// Iterate over all 'session.' prefixed parameters and add them via AddSessionConfigEntry
// This covers parameters that were previously manually added, such as:
// - session.intra_op.allow_spinning
// - session.inter_op.allow_spinning
// - session.force_spinning_stop
// - session.use_device_allocator_for_initializers
{
triton::common::TritonJson::Value params;
if (ModelConfig().Find("parameters", &params)) {
triton::common::TritonJson::Value json_value;
const char* use_device_allocator_for_initializers_key =
"session.use_device_allocator_for_initializers";
if (params.Find(use_device_allocator_for_initializers_key, &json_value)) {
std::string string_value;
THROW_IF_BACKEND_MODEL_ERROR(
json_value.MemberAsString("string_value", &string_value));

LOG_MESSAGE(
TRITONSERVER_LOG_VERBOSE,
(std::string("Configuring '") +
use_device_allocator_for_initializers_key + "' to '" +
string_value + "' for '" + Name() + "'")
.c_str());
THROW_IF_BACKEND_MODEL_ORT_ERROR(ort_api->AddSessionConfigEntry(
soptions, use_device_allocator_for_initializers_key,
string_value.c_str()));
std::vector<std::string> param_keys;
THROW_IF_BACKEND_MODEL_ERROR(params.Members(&param_keys));
for (const auto& param_key : param_keys) {
if (param_key.rfind("session.", 0) == 0) {
triton::common::TritonJson::Value json_value;
if (params.Find(param_key.c_str(), &json_value)) {
std::string string_value;
THROW_IF_BACKEND_MODEL_ERROR(
json_value.MemberAsString("string_value", &string_value));

LOG_MESSAGE(
TRITONSERVER_LOG_INFO,
(std::string("Configuring '") + param_key +
"' to '" + string_value + "' for '" + Name() + "'")
.c_str());
THROW_IF_BACKEND_MODEL_ORT_ERROR(ort_api->AddSessionConfigEntry(
soptions, param_key.c_str(), string_value.c_str()));
}
}
}
}
}
Expand Down Expand Up @@ -925,13 +932,44 @@ ModelState::LoadModel(
#ifdef TRITON_ENABLE_ONNXRUNTIME_OPENVINO
if (name == kOpenVINOExecutionAccelerator) {
need_lock = true;
OrtOpenVINOProviderOptions openvino_options;
openvino_options.device_type =
"CPU"; // device_type default is CPU

std::vector<std::string> openvino_option_keys;
std::vector<std::string> openvino_option_values;

triton::common::TritonJson::Value params;
bool has_device_type = false;
if (ea.Find("parameters", &params)) {
std::vector<std::string> param_keys;
RETURN_IF_ERROR(params.Members(&param_keys));
for (const auto& param_key : param_keys) {
std::string value;
RETURN_IF_ERROR(
params.MemberAsString(param_key.c_str(), &value));
if (param_key == "device_type") {
has_device_type = true;
}
openvino_option_keys.push_back(param_key);
openvino_option_values.push_back(value);
}
}

if (!has_device_type) {
openvino_option_keys.push_back("device_type");
openvino_option_values.push_back(
"CPU"); // device_type default is CPU
}

std::vector<const char*> option_keys;
std::vector<const char*> option_values;
for (size_t idx = 0; idx < openvino_option_keys.size(); ++idx) {
option_keys.push_back(openvino_option_keys[idx].c_str());
option_values.push_back(openvino_option_values[idx].c_str());
}

RETURN_IF_ORT_ERROR(
ort_api->SessionOptionsAppendExecutionProvider_OpenVINO(
soptions, &openvino_options));
ort_api->SessionOptionsAppendExecutionProvider_OpenVINO_V2(
soptions, option_keys.data(), option_values.data(),
option_keys.size()));

LOG_MESSAGE(
TRITONSERVER_LOG_VERBOSE,
Expand Down
7 changes: 7 additions & 0 deletions src/onnxruntime_loader.cc
Original file line number Diff line number Diff line change
Expand Up @@ -99,6 +99,13 @@ OnnxLoader::Init(common::TritonJson::Value& backend_config)
threading_options, inter_op_num_threads));
}
}
if (cmdline.Find("allow_spinning", &value)) {
bool allow_spinning = false;
RETURN_IF_ERROR(value.AsString(&value_str));
RETURN_IF_ERROR(ParseBoolValue(value_str, &allow_spinning));
RETURN_IF_ORT_ERROR(ort_api->SetGlobalSpinControl(
threading_options, allow_spinning ? 1 : 0));
}
}
}
}
Expand Down