/* * 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. */ #pragma once #include namespace arm_gemm { /* * Parameter set for "convolution" type GEMM. * * For a "convolution" GEMM, the GEMM parameters (M, K) are specified as if * an im2row had been performed on the input tensor to generate the operand * matrix, but instead this structure describes the convolution parameters * such that this can be done on the fly. * * The parameters describe the convolution details - the notional shape of * the input and output tensors, whether padding is to be applied, the size * of the kernel and a constant value to be used for padding (needed for * quantized tensors). * * The second part describes the layout of the input tensor in memory, which * is assumed to be in NHWC format. This consists of a base pointer and * strides for columns, rows and batches. 'multis' are not supported for * convolution type GEMMs. */ struct ConvolutionParameters { int64_t input_width; int64_t input_height; int64_t input_channels; int64_t kernel_width; int64_t kernel_height; int64_t output_width; int64_t output_height; int64_t output_stride_w; int64_t output_stride_h; // output_channels not included as they do not affect the input. int64_t padding_top; int64_t padding_left; float padding_value; }; } // namespace arm_gemm