/* * Copyright (c) 2018 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. */ #ifndef __ARM_COMPUTE_DETAIL_NEACTIVATION_FUNCTION_DETAIL_H__ #define __ARM_COMPUTE_DETAIL_NEACTIVATION_FUNCTION_DETAIL_H__ #include "arm_compute/core/NEON/wrapper/wrapper.h" namespace arm_compute { namespace detail { // Dummy activation object /** Dummy activation object */ template struct dummy { using ExactType = typename wrapper::traits::neon_vector::type; explicit dummy(ActivationLayerInfo act_info) { ARM_COMPUTE_UNUSED(act_info); } void operator()(ExactType &vval) { ARM_COMPUTE_UNUSED(vval); } }; /** RELU activation object */ template struct relu { using ExactType = typename wrapper::traits::neon_vector::type; using ExactTagType = typename wrapper::traits::neon_vector::tag_type; explicit relu(ActivationLayerInfo act_info) : vzero(wrapper::vdup_n(static_cast(0.f), ExactTagType{})) { ARM_COMPUTE_UNUSED(act_info); } void operator()(ExactType &vval) { vval = wrapper::vmax(vzero, vval); } const ExactType vzero; }; /** Bounded RELU activation object */ template struct brelu { using ExactType = typename wrapper::traits::neon_vector::type; using ExactTagType = typename wrapper::traits::neon_vector::tag_type; explicit brelu(ActivationLayerInfo act_info) : vzero(wrapper::vdup_n(static_cast(0.f), ExactTagType{})), valpha(wrapper::vdup_n(static_cast(act_info.a()), ExactTagType{})) { } void operator()(ExactType &vval) { vval = wrapper::vmin(valpha, wrapper::vmax(vzero, vval)); } const ExactType vzero; const ExactType valpha; }; /** Lower-Upper Bounded RELU activation object */ template struct lubrelu { using ExactType = typename wrapper::traits::neon_vector::type; using ExactTagType = typename wrapper::traits::neon_vector::tag_type; explicit lubrelu(ActivationLayerInfo act_info) : valpha(wrapper::vdup_n(static_cast(act_info.a()), ExactTagType{})), vbeta(wrapper::vdup_n(static_cast(act_info.b()), ExactTagType{})) { } void operator()(ExactType &vval) { vval = wrapper::vmin(valpha, wrapper::vmax(vbeta, vval)); } const ExactType valpha; const ExactType vbeta; }; } // namespace detail } // namespace arm_compute #endif /* __ARM_COMPUTE_DETAIL_NEACTIVATION_FUNCTION_DETAIL_H__ */