/* * Copyright (c) 2018-2019 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. */ #include "arm_compute/core/NEON/kernels/assembly/INEGEMMWrapperKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/WindowIterator.h" using namespace arm_compute; INEGEMMWrapperKernel::INEGEMMWrapperKernel() : _a(nullptr), _b(nullptr), _c(nullptr), _params(), _gemm_info(), _window3d(), _window_shape() { } INEGEMMWrapperKernel::Params INEGEMMWrapperKernel::extract_parameters(const ITensor *a, const ITensor *b, const ITensor *c, const GEMMInfo &gemm_info) { Params p; ARM_COMPUTE_ERROR_ON_NULLPTR(a); ARM_COMPUTE_ERROR_ON_NULLPTR(b); ARM_COMPUTE_ERROR_ON_NULLPTR(c); // Initalize params p.M = c->info()->tensor_shape().y(); p.N = c->info()->tensor_shape().x(); p.K = a->info()->tensor_shape().x(); p.multis = b->info()->tensor_shape().z(); p.batches = c->info()->tensor_shape().total_size_upper(2) / p.multis; //COMPMID-1423: Agree on and document the layout of gemm inputs/outputs // Update M in case of GEMM3D for output if(gemm_info.depth_output_gemm3d() != 0) { p.M = c->info()->tensor_shape().y() * c->info()->tensor_shape().z(); p.batches = c->info()->tensor_shape().total_size_upper(3) / p.multis; } return p; } void INEGEMMWrapperKernel::configure(const ITensor *a, const ITensor *b, ITensor *c, float alpha, float beta, const GEMMInfo &gemm_info) { _gemm_info = gemm_info; _params = extract_parameters(a, b, c, gemm_info); _a = a; _b = b; _c = c; _window3d = configure_internal(alpha, beta); _window_shape = _window3d.shape(); // Convert the 3D window into a 1D window in order to allow the scheduler to arbitrary split it. Window collapsed; collapsed.set(0, Window::Dimension(0, _window3d.num_iterations_total())); INEKernel::configure(collapsed); } void INEGEMMWrapperKernel::run(const Window &window, const ThreadInfo &info) { const Coordinates start_offset = index2coords(_window_shape, window.x().start()); const Coordinates end_offset = index2coords(_window_shape, window.x().end() - 1); run_internal(_window3d, start_offset, end_offset, info); }