/* * Copyright (c) 2023 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef CKW_PROTOTYPE_INCLUDE_CKW_TENSORINFO_H #define CKW_PROTOTYPE_INCLUDE_CKW_TENSORINFO_H #include "ckw/types/DataType.h" #include #include namespace ckw { /** Compute Kernel Writer tensor data layout (or memory format) */ enum class TensorDataLayout { Unknown, Nhwc, Ndhwc }; /** Compute Kernel Writer tensor data layout component */ enum class TensorDataLayoutComponent { Unknown, N, D, H, W, C, }; /** Compute Kernel Writer tensor component bitmask. The bitmask can be used to retrieve * the info from @ref TensorComponent. */ enum class TensorComponentBitmask : uint32_t { OffsetFirstElement = 0x01000000, // For example, OffsetFirstElement in @ref TensorComponent Stride = 0x02000000, // For example, stride0 in @ref TensorComponent Dimension = 0x04000000, // For example, Dim0 in @ref TensorComponent FoldedDimensions = 0x08000000, // For example, Dim0xDim1 in @ref TensorComponent }; /** Compute Kernel Writer tensor component. The tensor components are used to access specific backend-agnostic tensor arguments, * such as the tensor dimensions and tensor strides. * The data type is represented as an integer. The value of the integer value * is assigned to retrieve the information through the @ref TensorComponentBitmask. */ enum class TensorComponentType : uint32_t { Unknown = 0x00000000, OffsetFirstElement = 0x01000000, Stride0 = 0x02000001, Stride1 = 0x02000010, Stride2 = 0x02000100, Stride3 = 0x02001000, Stride4 = 0x02010000, Dim0 = 0x04000001, Dim1 = 0x04000010, Dim2 = 0x04000100, Dim3 = 0x04001000, Dim4 = 0x04010000, Dim1xDim2 = 0x08000110, Dim2xDim3 = 0x08001100, Dim1xDim2xDim3 = 0x08001110 }; /** Compute Kernel Writer tensor storage. The tensor storage represents the type of tensor memory object. */ enum class TensorStorageType : uint32_t { Unknown = 0x00000000, BufferUint8Ptr = 0x01000000, Texture2dReadOnly = 0x02000001, Texture2dWriteOnly = 0x02000010, }; /** Compute Kernel Writer tensor shape * Negative dimensions can be interpreted as dynamic dimensions by the Compute Kernel Writer */ using TensorShape = std::array; /** Compute Kernel Writer tensor info */ class TensorInfo { public: /** Constructor * * @param[in] dt Tensor data type * @param[in] shape Tensor shape * @param[in] dl Tensor data layout * @param[in] id Tensor id. The id is used to keep track of the bound user tensor. Through the id, * the user can know what tensor has been used by the Compute Kernel Writer. * Possible id values: * - greater than or equal to 0: bind a user specific tensors * - less than 0: bind a virtual tensor (tile) */ TensorInfo(DataType dt, const TensorShape &shape, TensorDataLayout dl, int32_t id); /** Set shape */ TensorInfo &shape(const TensorShape &shape); /** Get shape */ TensorShape shape() const; /** Set data type */ TensorInfo &data_type(DataType dt); /** Get data type */ DataType data_type() const; /** Set data layout */ TensorInfo &data_layout(TensorDataLayout dl); /** Get data layout */ TensorDataLayout data_layout() const; /** Set id */ TensorInfo &id(int32_t id); /** Get layout */ int32_t id() const; private: TensorShape _shape{{0}}; DataType _dt{DataType::Unknown}; TensorDataLayout _dl{TensorDataLayout::Unknown}; int32_t _id{-1}; }; } // namespace ckw #endif /* CKW_PROTOTYPE_INCLUDE_CKW_TENSORINFO_H */