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[E:onnxruntime:, qnn_execution_provider.cc:591 GetCapability] QNN SetupBackend failed qnn_backend_manager.cc:334 InitializeBackend Failed to initialize backend #21157

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June1124 opened this issue Jun 25, 2024 · 3 comments
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ep:QNN issues related to QNN exeution provider platform:mobile issues related to ONNX Runtime mobile; typically submitted using template

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@June1124
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June1124 commented Jun 25, 2024

Describe the issue

yolov8-pose inference using onnxruntime, EP for GPUs, QUALCOMM 8155
image

To reproduce

std::wstring widestr = std::wstring(model_path.begin(), model_path.end());
qnn_options["backend_path"] = "/data/local/tmp/libQnnGpu.so";//libQnnHtp.so

// qnn_options["profiling_level"] = "basic";//QNN profiling level, options: 'basic', 'detailed', default 'off'.
// qnn_options["htp_performance_mode"] = "sustained_high_performance";//QNN performance mode, options: 'burst', 'balanced', 'default', 'high_performance', 'high_power_saver', 'low_balanced', 'extreme_power_saver', 'low_power_saver', 'power_saver', 'sustained_high_performance'. Default to 'default'.
sessionOptions.AppendExecutionProvider("QNN", qnn_options);

ort_session = new Session(env, model_path.c_str(), sessionOptions);
size_t numInputNodes = ort_session->GetInputCount();
size_t numOutputNodes = ort_session->GetOutputCount();

Urgency

No response

Platform

Android

OS Version

9.0

ONNX Runtime Installation

Built from Source

Compiler Version (if 'Built from Source')

31

Package Name (if 'Released Package')

None

ONNX Runtime Version or Commit ID

1.17.0

ONNX Runtime API

C++/C

Architecture

ARM64

Execution Provider

SNPE, Other / Unknown

Execution Provider Library Version

QNN

@June1124 June1124 added the platform:mobile issues related to ONNX Runtime mobile; typically submitted using template label Jun 25, 2024
@June1124 June1124 changed the title [E:onnxruntime:, qnn_execution_provider.cc:591 GetCapability] QNN SetupBackend failed qnn_backend_manager.cc:56 GetQnnInterfaceProvider Unable to load backend, error: dlopen failed: couldn't map "/data/local/tmp/libQnnGpu.so" segment 2: Permission denied [E:onnxruntime:, qnn_execution_provider.cc:591 GetCapability] QNN SetupBackend failed qnn_backend_manager.cc:334 InitializeBackend Failed to initialize backend Jun 25, 2024
@jywu-msft
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Have you tried OnnxRuntime 1.18.0 ?
And which QNN SDK version are you using?

@jywu-msft jywu-msft added the ep:QNN issues related to QNN exeution provider label Jun 25, 2024
@June1124
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Have you tried OnnxRuntime 1.18.0 ? And which QNN SDK version are you using?

QNN SDK:2.18.0.240101
I confirmed the onnxruntime release notes that onnx 1.17.0 supports qnn 2.18.
image

@June1124
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Have you tried OnnxRuntime 1.18.0 ? And which QNN SDK version are you using?

Do I need to test in onnxruntime 1.18.0?

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Labels
ep:QNN issues related to QNN exeution provider platform:mobile issues related to ONNX Runtime mobile; typically submitted using template
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