onnxruntime

f02a6407 - [QNN-EP] Enable verbose and artifacts saving in onnxruntime_provider_test.exe (#26396)

[QNN-EP] Enable verbose and artifacts saving in onnxruntime_provider_test.exe (#26396) ### Description <!-- Describe your changes. --> - The change allows users to better debug unit tests by adding the following environment variables: - `QNN_DUMP_ONNX`: Dump input onnx model - `QNN_DUMP_JSON`: Dump json qnn graph with provider_option `dump_json_qnn_graph` - `QNN_DUMP_DLC`: Dump dlc with provider_option `qnn_ir_backend_path` - `QNN_VERBOSE`: Use the log level `ORT_LOGGING_LEVEL_VERBOSE` - Developers can use the environment variables above to save the artifacts of QNN-EP testcases to a directory named with `<TestSuite>_<TestName>` ``` . ├── QnnCPUBackendTests_BatchNorm2D_fp32 # RunQnnModelTest │ ├── dumped_f32_model.onnx # float32 ONNX model │ ├── QNNExecutionProvider_QNN_XXXX_X_X.dlc │ └── QNNExecutionProvider_QNN_XXXX_X_X.json ├── QnnHTPBackendTests_BatchNorm_FP16 # TestFp16ModelAccuracy │ ├── dumped_f16_model.onnx # float16 ONNX model │ ├── dumped_f32_model.onnx # float32 ONNX model │ ├── QNNExecutionProvider_QNN_XXXX_X_X.dlc │ └── QNNExecutionProvider_QNN_XXXX_X_X.json └── QnnHTPBackendTests_BatchNorm2D_U8U8S32 # TestQDQModelAccuracy ├── dumped_f32_model.onnx # float32 ONNX model ├── dumped_qdq_model.onnx # QDQ ONNX model ├── QNNExecutionProvider_QNN_XXXX_X_X.dlc └── QNNExecutionProvider_QNN_XXXX_X_X.json # All artifact files are placed under the current working directory from which the test binary is invoked. ``` ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> - The Json qnn graph/dlc are helpful for backend to debug performance/accuracy issues - By comparing the onnx and Json qnn graph/dlc, we can locate the issue about graph manipulation.