/* * Copyright (c) 2022 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_CL_INDIRECT_CONV2D_ADDRESS_PRECALCULATION_KERNEL_H #define ARM_COMPUTE_CL_INDIRECT_CONV2D_ADDRESS_PRECALCULATION_KERNEL_H #include "src/core/common/Macros.h" #include "src/gpu/cl/ClCompileContext.h" #include "src/gpu/cl/IClKernel.h" namespace arm_compute { // Forward declarations struct DirectConvComputeKernelInfo; namespace opencl { namespace kernels { /** Interface for the direct convolution kernel. */ class ClIndirectConv2dAddressPrecalculationKernel : public IClKernel { public: ClIndirectConv2dAddressPrecalculationKernel(); ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClIndirectConv2dAddressPrecalculationKernel); /** Set the src, weights, biases and dst tensors info. * * @note: When M0 is 5,6,7, the kernel rounds up M0 to the nearest power of two. Therefore, eight. The reason behind * this implementation detail is because we can exploit native opencl stores in the kernel. * * @param[in] compile_context The compile context to be used. * @param[in] src The src tensor info to convolve. 3 lower dimensions represent a single src [IFM, width, height], * while every optional dimension from 4 and above represent a batch of inputs. Data types supported: F16/F32. * @param[in] weights Weights tensor info. Weights are 4D tensor with dimensions [IFM, kernel_x, kernel_y, OFM]. * The 1st dimension must be the same as the src's volume 1st dimension. * Data type supported:Same as @p src. * @param[out] dst Output tensor info where to store the precalculated offsets. Data types supported: S32. * The output is a 3D tensor with the following dimensions: [M0 x Kw x Kh, ceil(M/M0), batch-size], where: * Kw=Kernel width, Kh=Kernel height, M0=number of rows processed by each workitem, and M=dst_width x dst_height. * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. * @param[in] desc Direct convolution descriptor used to build the NHWC direct/indirect convolution kernel. */ void configure(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *dst, const PadStrideInfo &conv_info, const DirectConvComputeKernelInfo &desc); /** Static function to check if given info will lead to a valid configuration * * Similar to ClIndirectConv2dAddressPreCalculationKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *dst, const PadStrideInfo &conv_info, const DirectConvComputeKernelInfo &desc); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; }; } // namespace kernels } // namespace opencl } // namespace arm_compute #endif /* ARM_COMPUTE_CL_INDIRECT_CONV2D_ADDRESS_PRECALCULATION_KERNEL_H */