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| author | Keith Davis <keith.davis@arm.com> | 2022-10-14 15:50:33 +0100 |
|---|---|---|
| committer | KeithARM <keith.davis@arm.com> | 2022-10-19 10:33:40 +0000 |
| commit | 15f9c68adef324cd0158cea3d021c0f6bef5eecf (patch) | |
| tree | 1cd48b345d182fd19efdc40a32e2540befd8f925 /include/armnn/INetwork.hpp | |
| parent | 7bbf56598010041ea46c3fa9d32604db777ee26e (diff) | |
| download | armnn-15f9c68adef324cd0158cea3d021c0f6bef5eecf.tar.gz | |
MLCE-545 INT8 TFLite model execution abnormal
* Add functionality to print output tensors to file in tempdir
* UnitTests
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Idfb4c186544187db1fecdfca11c662540f645439
Diffstat (limited to 'include/armnn/INetwork.hpp')
| -rw-r--r-- | include/armnn/INetwork.hpp | 11 |
1 files changed, 9 insertions, 2 deletions
diff --git a/include/armnn/INetwork.hpp b/include/armnn/INetwork.hpp index 0289a90e71..687f2c3e81 100644 --- a/include/armnn/INetwork.hpp +++ b/include/armnn/INetwork.hpp @@ -129,6 +129,7 @@ struct OptimizerOptions OptimizerOptions() : m_ReduceFp32ToFp16(false) , m_Debug(false) + , m_DebugToFile(false) , m_ReduceFp32ToBf16(false) , m_shapeInferenceMethod(armnn::ShapeInferenceMethod::ValidateOnly) , m_ImportEnabled(false) @@ -139,9 +140,10 @@ struct OptimizerOptions {} OptimizerOptions(bool reduceFp32ToFp16, bool debug, bool reduceFp32ToBf16, bool importEnabled, - ModelOptions modelOptions = {}, bool exportEnabled = false) + ModelOptions modelOptions = {}, bool exportEnabled = false, bool debugToFile = false) : m_ReduceFp32ToFp16(reduceFp32ToFp16) , m_Debug(debug) + , m_DebugToFile(debugToFile) , m_ReduceFp32ToBf16(reduceFp32ToBf16) , m_shapeInferenceMethod(armnn::ShapeInferenceMethod::ValidateOnly) , m_ImportEnabled(importEnabled) @@ -159,9 +161,10 @@ struct OptimizerOptions OptimizerOptions(bool reduceFp32ToFp16, bool debug, bool reduceFp32ToBf16 = false, ShapeInferenceMethod shapeInferenceMethod = armnn::ShapeInferenceMethod::ValidateOnly, bool importEnabled = false, ModelOptions modelOptions = {}, bool exportEnabled = false, - bool allowExpandedDims = false) + bool debugToFile = false, bool allowExpandedDims = false) : m_ReduceFp32ToFp16(reduceFp32ToFp16) , m_Debug(debug) + , m_DebugToFile(debugToFile) , m_ReduceFp32ToBf16(reduceFp32ToBf16) , m_shapeInferenceMethod(shapeInferenceMethod) , m_ImportEnabled(importEnabled) @@ -183,6 +186,7 @@ struct OptimizerOptions stream << "\tReduceFp32ToFp16: " << m_ReduceFp32ToFp16 << "\n"; stream << "\tReduceFp32ToBf16: " << m_ReduceFp32ToBf16 << "\n"; stream << "\tDebug: " << m_Debug << "\n"; + stream << "\tDebug to file: " << m_DebugToFile << "\n"; stream << "\tShapeInferenceMethod: " << (m_shapeInferenceMethod == ShapeInferenceMethod::ValidateOnly ? "ValidateOnly" : "InferAndValidate") << "\n"; stream << "\tImportEnabled: " << m_ImportEnabled << "\n"; @@ -215,6 +219,9 @@ struct OptimizerOptions // Add debug data for easier troubleshooting bool m_Debug; + // Pass debug data to separate output files for easier troubleshooting + bool m_DebugToFile; + /// Reduces all Fp32 operators in the model to Bf16 for faster processing. /// @Note This feature works best if all operators of the model are in Fp32. ArmNN will add conversion layers /// between layers that weren't in Fp32 in the first place or if the operator is not supported in Bf16. |