/* * Copyright (C) 2010-2018 Arm Limited or its affiliates. All rights reserved. * * SPDX-License-Identifier: Apache-2.0 * * Licensed under the Apache License, Version 2.0 (the License); you may * not use this file except in compliance with the License. * You may obtain a copy of the License at * * www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an AS IS BASIS, WITHOUT * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /* ---------------------------------------------------------------------- * Project: CMSIS NN Library * Title: arm_nn_activations_q7.c * Description: Q7 neural network activation function using direct table look-up * * $Date: 17. January 2018 * $Revision: V.1.0.0 * * Target Processor: Cortex-M cores * * -------------------------------------------------------------------- */ #include "arm_math.h" #include "arm_common_tables.h" #include "arm_nnfunctions.h" /** * @ingroup groupNN */ /** * @addtogroup Acti * @{ */ /** * @brief Q7 neural network activation function using direct table look-up * @param[in,out] data pointer to input * @param[in] size number of elements * @param[in] int_width bit-width of the integer part, assume to be smaller than 3 * @param[in] type type of activation functions * @return none. * * @details * * This is the direct table look-up approach. * * Assume here the integer part of the fixed-point is <= 3. * More than 3 just not making much sense, makes no difference with * saturation followed by any of these activation functions. */ void arm_nn_activations_direct_q7(q7_t * data, uint16_t size, uint16_t int_width, arm_nn_activation_type type) { uint16_t i = size; q7_t *pIn = data; q7_t *pOut = data; q7_t in; q7_t out; uint16_t shift_size = 3 - int_width; const q7_t *lookup_table; switch (type) { case ARM_SIGMOID: lookup_table = sigmoidTable_q7; break; case ARM_TANH: default: lookup_table = tanhTable_q7; break; } while (i) { in = *pIn++; out = lookup_table[(uint8_t) (in >> shift_size)]; *pOut++ = out; i--; } } /** * @} end of Acti group */