/* * Copyright (c) 2018-2020 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 ARM_COMPUTE_CLGEMMRESHAPERHSMATRIXKERNEL_H #define ARM_COMPUTE_CLGEMMRESHAPERHSMATRIXKERNEL_H #include "src/core/CL/ICLKernel.h" namespace arm_compute { class ICLTensor; /** OpenCL kernel to reshape the RHS matrix when performing the matrix multiplication * In particular, this kernel splits the input matrix in blocks of size K0xN0 and stores each one in * the output matrix unrolling the values */ class CLGEMMReshapeRHSMatrixKernel : public ICLKernel { public: /** Default constructor */ CLGEMMReshapeRHSMatrixKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLGEMMReshapeRHSMatrixKernel(const CLGEMMReshapeRHSMatrixKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLGEMMReshapeRHSMatrixKernel &operator=(const CLGEMMReshapeRHSMatrixKernel &) = delete; /** Allow instances of this class to be moved */ CLGEMMReshapeRHSMatrixKernel(CLGEMMReshapeRHSMatrixKernel &&) = default; /** Allow instances of this class to be moved */ CLGEMMReshapeRHSMatrixKernel &operator=(CLGEMMReshapeRHSMatrixKernel &&) = default; /** Default destructor */ ~CLGEMMReshapeRHSMatrixKernel() = default; /** Initialise the kernel's input and output. * * @note If rhs_info.export_to_cl_image = true, this OpenCL kernel will guarantee the OpenCL pitch alignment for the output tensor, * required to create a OpenCL image object from buffer in @ref CLGEMMMatrixMultiplyReshapedKernel and in @ref CLGEMMMatrixMultiplyReshapedOnlyRHSKernel * Since the OpenCL image object is created importing the OpenCL buffer, the following conditions are required: * -# rhs_info.n0 can only be 4, 8 and 16 * -# rhs_info.k0 can only be 4, 8 and 16 * -# Data type can only be F32, F16 * -# The platform should support the OpenCL cl_khr_image2d_from_buffer extension * -# output width should be less or equal to (CL_DEVICE_IMAGE2D_MAX_WIDTH * 4) * -# output (height * depth) should be less or equal to CL_DEVICE_IMAGE2D_MAX_HEIGHT * -# The output tensor should be only consumed by @ref CLGEMMMatrixMultiplyReshapedKernel or @ref CLGEMMMatrixMultiplyReshapedOnlyRHSKernel * * @param[in] input Input tensor. Data types supported: All * @param[out] output Output tensor. Data type supported: same as @p input * @param[in] rhs_info RHS matrix information to be used for reshaping. This object contains all the necessary * information to reshape the input tensor. Only the following values are supported: * rhs_info.n0: 2,3,4,8,16 (only 4, 8 and 16 if rhs_info.export_to_cl_image == true) * rhs_info.k0: 1,2,3,4,8,16 (k0 = 1 only if rhs_info.transpose = false), (only 4, 8 and 16 if rhs_info.export_to_cl_image == true) * rhs_info.h0: greater than 0 * rhs_info.transpose: true, false * rhs_info.interleave: true, false */ void configure(const ICLTensor *input, ICLTensor *output, const GEMMRHSMatrixInfo &rhs_info); /** Initialise the kernel's input and output. * * @note If rhs_info.export_to_cl_image = true, this OpenCL kernel will guarantee the OpenCL pitch alignment for the output tensor, * required to create a OpenCL image object from buffer in @ref CLGEMMMatrixMultiplyReshapedKernel and in @ref CLGEMMMatrixMultiplyReshapedOnlyRHSKernel * Since the OpenCL image object is created importing the OpenCL buffer, the following conditions are required: * -# rhs_info.n0 can only be 4, 8 and 16 * -# rhs_info.k0 can only be 4, 8 and 16 * -# Data type can only be F32, F16 * -# The platform should support the OpenCL cl_khr_image2d_from_buffer extension * -# output width should be less or equal to (CL_DEVICE_IMAGE2D_MAX_WIDTH * 4) * -# output (height * depth) should be less or equal to CL_DEVICE_IMAGE2D_MAX_HEIGHT * -# The output tensor should be only consumed by @ref CLGEMMMatrixMultiplyReshapedKernel or @ref CLGEMMMatrixMultiplyReshapedOnlyRHSKernel * * @param[in] compile_context The compile context to be used. * @param[in] input Input tensor. Data types supported: All * @param[out] output Output tensor. Data type supported: same as @p input * @param[in] rhs_info RHS matrix information to be used for reshaping. This object contains all the necessary * information to reshape the input tensor. Only the following values are supported: * rhs_info.n0: 2,3,4,8,16 (only 4, 8 and 16 if rhs_info.export_to_cl_image == true) * rhs_info.k0: 1,2,3,4,8,16 (k0 = 1 only if rhs_info.transpose = false), (only 4, 8 and 16 if rhs_info.export_to_cl_image == true) * rhs_info.h0: greater than 0 * rhs_info.transpose: true, false * rhs_info.interleave: true, false */ void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const GEMMRHSMatrixInfo &rhs_info); /** Static function to check if given info will lead to a valid configuration of @ref CLGEMMReshapeRHSMatrixKernel * * @note If rhs_info.export_to_cl_image = true, this OpenCL kernel will guarantee the OpenCL pitch alignment for the output tensor, * required to create a OpenCL image object from buffer in @ref CLGEMMMatrixMultiplyReshapedKernel and in @ref CLGEMMMatrixMultiplyReshapedOnlyRHSKernel * Since the OpenCL image object is created importing the OpenCL buffer, the following conditions are required: * -# rhs_info.n0 can only be 4, 8 and 16 * -# rhs_info.k0 can only be 4, 8 and 16 * -# Data type can only be F32, F16 * -# The platform should support the OpenCL cl_khr_image2d_from_buffer extension * -# output width should be less or equal to (CL_DEVICE_IMAGE2D_MAX_WIDTH * 4) * -# output (height * depth) should be less or equal to CL_DEVICE_IMAGE2D_MAX_HEIGHT * -# The output tensor should be only consumed by @ref CLGEMMMatrixMultiplyReshapedKernel or @ref CLGEMMMatrixMultiplyReshapedOnlyRHSKernel * * @param[in] input Input tensor info. Data types supported: All * @param[in] output Output tensor info which stores the interleaved matrix. Data type supported: same as @p input. * @param[in] rhs_info RHS matrix information to be used for reshaping. This object contains all the necessary * information to reshape the input tensor. Only the following values are supported: * rhs_info.n0: 2,3,4,8,16 (only 4, 8 and 16 if rhs_info.export_to_cl_image == true) * rhs_info.k0: 1,2,3,4,8,16 (k0 = 1 only if rhs_info.transpose = false),(only 4, 8 and 16 if rhs_info.export_to_cl_image == true) * rhs_info.h0: greater than 0 * rhs_info.transpose: true, false * rhs_info.interleave: true, false * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, const GEMMRHSMatrixInfo &rhs_info); // Inherited methods overridden void run(const Window &window, cl::CommandQueue &queue) override; private: const ICLTensor *_input; ICLTensor *_output; }; } // namespace arm_compute #endif /* ARM_COMPUTE_CLGEMMRESHAPERHSMATRIXKERNEL_H */