/* * Copyright (c) 2024 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/helpers/LUTManager.h" namespace arm_compute { #ifdef __aarch64__ namespace { float16_t activation(float16_t x, const LUTInfo &info) { float16_t out = 0.f; switch (info.act) { case ActivationLayerInfo::ActivationFunction::LOGISTIC: out = 1.f / (1.f + std::exp(-x)); break; case ActivationLayerInfo::ActivationFunction::TANH: { out = static_cast(info.alpha * std::tanh(info.beta * x)); break; } default: ARM_COMPUTE_ERROR("Unsupported Activation for 16-bit LUT table"); break; } return out; } void init_lut_fp16(ActivationLayerInfo::LookupTable65536 *lut, const LUTInfo &info) { union Element { uint16_t i = 0; float16_t fp; } item; // Fill lut by iterating over all 16 bit values using the union. while (true) { (*lut)[item.i] = activation(item.fp, info); if (item.i == 65535) break; item.i++; } } } // namespace std::shared_ptr LUTManager::get_lut_table(LUTInfo info) { const auto itr = map_fp16.find(info); auto s_ptr = (itr != map_fp16.end()) ? itr->second.lock() : nullptr; // nullptr if invalid or not found. if (s_ptr != nullptr) { // Found and valid return s_ptr; // Return weak ptr as shared ptr } else { // Not found, or pointer not valid // We do not use make_shared to prevent the weak_ptr keeping the control block alive std::shared_ptr ptr(new ActivationLayerInfo::LookupTable65536); init_lut_fp16(ptr.get(), info); map_fp16[info] = ptr; return ptr; } } #endif // __aarch64__ // Static function to get LutManager instance LUTManager &LUTManager::get_instance() { static auto inst_ = std::make_unique(); // The one, single instance. return *inst_; } } // namespace arm_compute