/* * 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. */ #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/TensorShape.h" namespace arm_compute { namespace cl_dwc { bool use_cl_image_for_weights(const ITensorInfo *weights, unsigned int depth_multiplier) { // Check whether we can use the cl image with the weights. if (!export_to_cl_image(weights)) { return false; } const size_t idx_w = get_data_layout_dimension_index(weights->data_layout(), DataLayoutDimension::WIDTH); const size_t idx_h = get_data_layout_dimension_index(weights->data_layout(), DataLayoutDimension::HEIGHT); const size_t kernel_w = weights->tensor_shape()[idx_w]; const size_t kernel_h = weights->tensor_shape()[idx_h]; // If we can use the cl image storage with the weights, we prefer to use the cl buffer storage in the following cases for performance reasons: // 1- When the kernel size is 1x1 // 2- When the depth multiplier is greater than 1 and not multiple of 4. if ((kernel_w == 1) && (kernel_h == 1)) { return false; } if ((depth_multiplier > 1) && (depth_multiplier % 4) != 0) { return false; } return true; } } // namespace cl_dwc } // namespace arm_compute