/******************************************************************************* * * MIT License * * Copyright (c) 2023 Advanced Micro Devices, Inc. * * 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 "conv_common.hpp" template struct conv2d_driver : conv_driver { conv2d_driver() : conv_driver() { this->add(this->input_dims, "input"); this->add(this->weight_tensor_dims, "weights"); this->add(this->batch_size, "batch_size", this->generate_data_limited(this->get_batch_sizes(), 1)); this->add(this->input_channels, "input_channels", this->generate_data_limited(this->get_input_channels(), 1, {32})); this->add(this->output_channels, "output_channels", this->generate_data_limited(this->get_output_channels(), 1, {64})); this->add(this->spatial_dim_elements, "spatial_dim_elements", this->generate_data_limited(this->get_2d_spatial_dims(), 1, {28, 28})); this->add(this->filter_dims, "filter_dims", this->generate_data_limited(this->get_2d_filter_dims(), 2, {3, 3})); this->add(this->pads_strides_dilations, "pads_strides_dilations", this->generate_data_limited(this->get_2d_pads_strides_dilations(), 2)); this->add(this->trans_output_pads, "trans_output_pads", this->generate_data(this->get_2d_trans_output_pads())); this->add(this->in_layout, "in_layout", this->generate_data({"NCHW"})); this->add(this->fil_layout, "fil_layout", this->generate_data({"NCHW"})); this->add(this->out_layout, "out_layout", this->generate_data({"NCHW"})); this->add(this->deterministic, "deterministic", this->generate_data({false})); this->add(this->tensor_vect, "tensor_vect", this->generate_data({0})); this->add(this->vector_length, "vector_length", this->generate_data({1})); // Only valid for int8 input and weights this->add(this->output_type, "output_type", this->generate_data({"int32"})); this->add(this->int8_vectorize, "int8_vectorize", this->generate_data({false})); } };