/* * Copyright (c) 2018-2019 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 */ template struct dummy { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** Construct a dummy activation object. * * @param[in] act_info Activation layer information. */ explicit dummy(ActivationLayerInfo act_info) { ARM_COMPUTE_UNUSED(act_info); } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { ARM_COMPUTE_UNUSED(vval); } }; /** Linear activation object */ template struct linear { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** NEON vector tag type. */ using ExactTagType = typename wrapper::traits::neon_vector::tag_type; /** Construct a Linear activation object. * * @param[in] act_info Activation layer information. */ explicit linear(ActivationLayerInfo act_info) : valpha(wrapper::vdup_n(static_cast(act_info.a()), ExactTagType{})), vbeta(wrapper::vdup_n(static_cast(act_info.b()), ExactTagType{})) { } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { vval = wrapper::vmla(vval, valpha, vbeta); } /** Vector of alphas. */ const ExactType valpha; /** Vector of betas. */ const ExactType vbeta; }; /** Square activation object */ template struct square { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** NEON vector tag type. */ using ExactTagType = typename wrapper::traits::neon_vector::tag_type; /** Construct a Square activation object. * * @param[in] act_info Activation layer information. */ explicit square(ActivationLayerInfo act_info) { ARM_COMPUTE_UNUSED(act_info); } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { vval = wrapper::vmul(vval, vval); } }; /** Logistic activation object */ template struct logistic { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** NEON vector tag type. */ using ExactTagType = typename wrapper::traits::neon_vector::tag_type; /** Construct a Logistic activation object. * * @param[in] act_info Activation layer information. */ explicit logistic(ActivationLayerInfo act_info) : vone(wrapper::vdup_n(static_cast(1.f), ExactTagType{})) { ARM_COMPUTE_UNUSED(act_info); } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { vval = wrapper::vinv(wrapper::vadd(vone, wrapper::vexpq(wrapper::vneg(vval)))); } /** Vector of ones. */ const ExactType vone; }; /** RELU activation object */ template struct relu { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** NEON vector tag type. */ using ExactTagType = typename wrapper::traits::neon_vector::tag_type; /** Construct a RELU activation object. * * @param[in] act_info Activation layer information. */ explicit relu(ActivationLayerInfo act_info) : vzero(wrapper::vdup_n(static_cast(0.f), ExactTagType{})) { ARM_COMPUTE_UNUSED(act_info); } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { vval = wrapper::vmax(vzero, vval); } /** Vector of zeroes. */ const ExactType vzero; }; /** Bounded RELU activation object */ template struct brelu { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** NEON vector tag type. */ using ExactTagType = typename wrapper::traits::neon_vector::tag_type; /** Construct a bounded RELU activation object. * * @param[in] act_info Activation layer information. */ explicit brelu(ActivationLayerInfo act_info) : vzero(wrapper::vdup_n(static_cast(0.f), ExactTagType{})), valpha(wrapper::vdup_n(static_cast(act_info.a()), ExactTagType{})) { } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { vval = wrapper::vmin(valpha, wrapper::vmax(vzero, vval)); } /** Vector of zeroes. */ const ExactType vzero; /** Vector of alphas. */ const ExactType valpha; }; /** Lower-Upper Bounded RELU activation object */ template struct lubrelu { /** NEON vector type. */ using ExactType = typename wrapper::traits::neon_vector::type; /** NEON vector tag type. */ using ExactTagType = typename wrapper::traits::neon_vector::tag_type; /** Construct a lower-upper bounded RELU activation object. * * @param[in] act_info Activation layer information. */ 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{})) { } /** Run activation function. * * @param[in] vval Vector of values. */ void operator()(ExactType &vval) { vval = wrapper::vmin(valpha, wrapper::vmax(vbeta, vval)); } /** Vector of alphas. */ const ExactType valpha; /** Vector of betas. */ const ExactType vbeta; }; } // namespace detail } // namespace arm_compute #endif /* ARM_COMPUTE_DETAIL_NEACTIVATION_FUNCTION_DETAIL_H */