From c6fcfb4adc37a6cf09472168dc177234d4fabdfa Mon Sep 17 00:00:00 2001 From: Sang-Hoon Park Date: Wed, 31 Mar 2021 15:18:16 +0100 Subject: Add Tensor related utilities to the new API A couple of utility functions to get the information about tensors are added. Those functions are placed at an additional header file for better grouping. Related test cases are also added. Resolves: COMPMID-4376 Change-Id: I6bd09cbf60fddcf4fe651906982397afb0451392 Signed-off-by: Sang-Hoon Park Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5405 Comments-Addressed: Arm Jenkins Reviewed-by: Georgios Pinitas Reviewed-by: Michele Di Giorgio Tested-by: Arm Jenkins --- arm_compute/Acl.hpp | 61 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) (limited to 'arm_compute/Acl.hpp') diff --git a/arm_compute/Acl.hpp b/arm_compute/Acl.hpp index a009894438..01f7179c2f 100644 --- a/arm_compute/Acl.hpp +++ b/arm_compute/Acl.hpp @@ -428,6 +428,20 @@ public: _cdesc.strides = nullptr; _cdesc.boffset = 0; } + /** Constructor + * + * @param[in] desc C-type descriptor + */ + explicit TensorDescriptor(const AclTensorDescriptor &desc) + { + _cdesc = desc; + _data_type = detail::as_enum(desc.data_type); + _shape.reserve(desc.ndims); + for(int32_t d = 0; d < desc.ndims; ++d) + { + _shape.emplace_back(desc.shape[d]); + } + } /** Get underlying C tensor descriptor * * @return Underlying structure @@ -436,6 +450,29 @@ public: { return &_cdesc; } + /** Operator to compare two TensorDescriptor + * + * @param[in] other The instance to compare against + * + * @return True if two instances have the same shape and data type + */ + bool operator==(const TensorDescriptor &other) + { + bool is_same = true; + + is_same &= _data_type == other._data_type; + is_same &= _shape.size() == other._shape.size(); + + if(is_same) + { + for(uint32_t d = 0; d < _shape.size(); ++d) + { + is_same &= _shape[d] == other._shape[d]; + } + } + + return is_same; + } private: std::vector _shape{}; @@ -524,6 +561,30 @@ public: report_status(st, "[Arm Compute Library] Failed to import external memory to tensor!"); return st; } + /** Get the size of the tensor in byte + * + * @note The size isn't based on allocated memory, but based on information in its descriptor (dimensions, data type, etc.). + * + * @return The size of the tensor in byte + */ + uint64_t get_size() + { + uint64_t size{ 0 }; + const auto st = detail::as_enum(AclGetTensorSize(_object.get(), &size)); + report_status(st, "[Arm Compute Library] Failed to get the size of the tensor"); + return size; + } + /** Get the descriptor of this tensor + * + * @return The descriptor describing the characteristics of this tensor + */ + TensorDescriptor get_descriptor() + { + AclTensorDescriptor desc; + const auto st = detail::as_enum(AclGetTensorDescriptor(_object.get(), &desc)); + report_status(st, "[Arm Compute Library] Failed to get the descriptor of the tensor"); + return TensorDescriptor(desc); + } }; /** Tensor pack class -- cgit v1.2.1