/* * Copyright (c) 2021-2022 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 "src/core/CL/DefaultLWSHeuristics.h" #include "arm_compute/core/CL/CLKernelLibrary.h" namespace { cl::NDRange get_gemm_lws(size_t gws_x, size_t gws_y, size_t gws_z) { ARM_COMPUTE_UNUSED(gws_y); if (gws_z != 1) { return cl::NDRange(4, 4, 2); } else { if (gws_x > 256) { return cl::NDRange(2, 16, 1); } else { return cl::NDRange(32, 4, 1); } } } cl::NDRange get_winograd_lws(size_t gws_x, size_t gws_y, size_t gws_z) { ARM_COMPUTE_UNUSED(gws_x, gws_y, gws_z); return cl::NDRange(4, 2, 1); } cl::NDRange get_direct_lws(size_t gws_x, size_t gws_y, size_t gws_z) { ARM_COMPUTE_UNUSED(gws_z); if (gws_x < gws_y) { if (gws_x < 4) { return cl::NDRange(std::min(gws_x, static_cast(2u)), 32, 1); } else { return cl::NDRange(std::min(gws_x, static_cast(4u)), 8, 1); } } else { return cl::NDRange(8, 4, 1); } } cl::NDRange get_dwc_lws(size_t gws_x, size_t gws_y, size_t gws_z) { ARM_COMPUTE_UNUSED(gws_y); ARM_COMPUTE_UNUSED(gws_z); if (gws_x < 32) { return cl::NDRange(gws_x, 4, 4); } else { return cl::NDRange(8, 4, 2); } } } // namespace namespace arm_compute { cl::NDRange get_default_lws_for_type(CLKernelType kernel_type, cl::NDRange gws) { const size_t gws_x = gws[0]; const size_t gws_y = gws[1]; const size_t gws_z = gws[2]; switch (kernel_type) { case CLKernelType::GEMM: { return get_gemm_lws(gws_x, gws_y, gws_z); } case CLKernelType::DIRECT: { return get_direct_lws(gws_x, gws_y, gws_z); } case CLKernelType::WINOGRAD: { return get_winograd_lws(gws_x, gws_y, gws_z); } case CLKernelType::DEPTHWISE: { return get_dwc_lws(gws_x, gws_y, gws_z); } default: { return CLKernelLibrary::get().default_ndrange(); } } } } // namespace arm_compute