/* * Copyright (c) 2022-2023 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. */ #pragma once #include "utils.hpp" #include "interleaves/generic.hpp" #include "depthfirst_driver.hpp" namespace arm_conv { namespace depthwise { class DepthfirstStrategyUntyped : public IDepthfirstStrategy { public: virtual arm_gemm::VLType get_vl_type() const = 0; virtual unsigned int get_kernel_rows() const = 0; virtual unsigned int get_kernel_cols() const = 0; virtual unsigned int get_stride_rows() const = 0; virtual unsigned int get_stride_cols() const = 0; virtual unsigned int get_input_rows() const override; virtual unsigned int get_input_cols() const override; virtual unsigned int get_n_input_points() const; virtual unsigned int get_n_output_points() const; virtual unsigned int get_n_kernel_points() const; virtual bool uses_premultiply() const; // Get the number of VLs used in the accumulator, this defaults to 1. virtual unsigned int get_accumulator_depth_vl() const; // Get the order in which to pack the weights, this defaults to a row-major // sweep over the weight tensor. virtual bool get_kernel_packing_point(const unsigned int index, unsigned int &x, unsigned int &y) const; }; template class DepthfirstStrategy : public DepthfirstStrategyUntyped { public: virtual size_t get_storage_size(const DepthwiseArgs &args) const { interleaves::PackingArguments packing_args( this->get_kernel_rows(), this->get_kernel_cols(), sizeof(TWeight), true, sizeof(TAccum), this->uses_premultiply(), this->get_vl_type(), sizeof(TAccum), this->get_accumulator_depth_vl(), [this] (unsigned int idx, unsigned int &x, unsigned int &y) -> bool { return this->get_kernel_packing_point(idx, x, y); } ); return interleaves::get_storage_size_generic(packing_args, args); } virtual void pack_parameters( const DepthwiseArgs &args, void *buffer, const void *biases, const OutputStage &, const void *weights, size_t ld_weight_col, size_t ld_weight_row ) const { interleaves::PackingArguments packing_args( this->get_kernel_rows(), this->get_kernel_cols(), sizeof(TWeight), true, sizeof(TAccum), this->uses_premultiply(), this->get_vl_type(), sizeof(TAccum), this->get_accumulator_depth_vl(), [this] (unsigned int idx, unsigned int &x, unsigned int &y) -> bool { return this->get_kernel_packing_point(idx, x, y); } ); interleaves::pack_parameters_generic( packing_args, args, buffer, biases, weights, ld_weight_col, ld_weight_row); } }; } // namespace depthwise } // namespace arm_conv