From 5b8093c17044e8eaaaa42d96ba4902dee5791be4 Mon Sep 17 00:00:00 2001 From: Cathal Corbett Date: Fri, 22 Oct 2021 11:12:07 +0100 Subject: IVGCVSW-6420: Constant flag in tensor info is not set correctly !android-nn-driver:6532 !armnn-internal-tests:372451 * Made fix to 2 out of 3 ConstTensor() constructors in Tensor.hpp to throw InvalidArgumentException when TensorInfo isConstant parameter is false. * Added new ConstTensor() constructor in Tensor.cpp to accept vector<>.data() using template. * Fixed runtime->GetOutputTensorInfo()/GetInputTensorInfo() methods and called submethods to return TensorInfo& rather than TensorInfo. * Fixed all failing unit tests for CpuRef/CpuAcc/GpuAcc to ensure any ConstTensor created has it's TensorInfo isConstant set to true. * Added unit tests in TensorTest.cpp to ensure ConstTensor constructors throw InvalidArgumentException when TensorInfo isConstat parameter is false. * Added unit test to ensure an empty ConstTensor constructor will set TensorInfo isConatant to true. * Indentation fixes. * Fix to arm_tensor.i to add isConstant parameter to TensorInfo constructor. Added methods IsConstant() and SetConstant(). * Fix to const_tensor.py to throw ValueError when TensorInfo isConstant is set to false when constructing a ConstTensor. * Fixed PyArmnn unit tests to set TensorInfo isConstant to True when ConstTensor is used. * Added unit tests in test_const_tensor.py to ensure ConstTensor constructors throw ValueError when TensorInfo isConstat parameter is false. Signed-off-by: Cathal Corbett Change-Id: I44e440dd0422c366d31bbdbc77ad2b4db0bde148 --- include/armnn/Tensor.hpp | 38 +++++++++++++++++++++++++++++++++++--- 1 file changed, 35 insertions(+), 3 deletions(-) (limited to 'include/armnn/Tensor.hpp') diff --git a/include/armnn/Tensor.hpp b/include/armnn/Tensor.hpp index 6f6abe187b..0095a03e52 100644 --- a/include/armnn/Tensor.hpp +++ b/include/armnn/Tensor.hpp @@ -334,27 +334,59 @@ public: this->GetInfo().SetConstant(); } - /// Can be implicitly constructed from non-const Tensor. + /// ConstTensor implicitly constructed from non-const Tensor. + /// + /// @param other - reference to a constant Tensor. + /// + /// @throws InvalidArgumentException when Tensor parameter TensorInfo is non-constant. ConstTensor(const Tensor& other) : BaseTensor(other.GetInfo(), other.GetMemoryArea()) { - this->GetInfo().SetConstant(); + if (!this->GetInfo().IsConstant()) + { + throw InvalidArgumentException("Invalid attempt to construct ConstTensor " + "from Tensor due to non-constant TensorInfo"); + } } /// Constructor from a backing container. + /// /// @param container - An stl-like container type which implements data() and size() methods. /// Presence of data() and size() is a strong indicator of the continuous memory layout of the container, /// which is a requirement for Tensor data. Tensor instances do not claim ownership of referenced memory regions, /// that is, no attempt will be made by ArmNN to free these memory regions automatically. + /// + /// @throws InvalidArgumentException when isConstant parameter of input TensorInfo is false. template < template class ContainerType, typename T, typename...ContainerArgs > ConstTensor(const TensorInfo& info, const ContainerType& container) : BaseTensor(info, container.data()) { - this->GetInfo().SetConstant(); + if (!this->GetInfo().IsConstant()) + { + throw InvalidArgumentException("Invalid attempt to construct ConstTensor from non-constant TensorInfo."); + } if (container.size() * sizeof(T) != info.GetNumBytes()) { throw InvalidArgumentException("Container size is not correct"); } } + + /// ConstTensor constructed from TensorInfo and MemoryType template (a raw memory pointer). + /// + /// @param info - reference to a constant TensorInfo. + /// @param memoryArea - Region of CPU-addressable memory where tensor data will be stored. Must be valid while + /// workloads are on the fly. Tensor instances do not claim ownership of referenced memory regions, that is, + /// no attempt will be made by ArmNN to free these memory regions automatically. + /// + /// @throws InvalidArgumentException when TensorInfo isConstant parameter is false. + template + ConstTensor(const TensorInfo& info, MemoryType memoryArea) + : BaseTensor(info, memoryArea) + { + if (!this->GetInfo().IsConstant()) + { + throw InvalidArgumentException("Invalid attempt to construct ConstTensor from non-constant TensorInfo."); + } + } }; using InputTensors = std::vector>; -- cgit v1.2.1