From a81fc41c3eb99e8fc52aa734ee63e13c937aab81 Mon Sep 17 00:00:00 2001 From: JanHenrik Date: Sun, 19 Jan 2020 00:56:37 +0100 Subject: added blink example --- .../NN/Source/ActivationFunctions/arm_relu_q15.c | 106 +++++++++++++++++++++ 1 file changed, 106 insertions(+) create mode 100644 Blink/Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c (limited to 'Blink/Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c') diff --git a/Blink/Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c b/Blink/Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c new file mode 100644 index 0000000..6a1b907 --- /dev/null +++ b/Blink/Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c @@ -0,0 +1,106 @@ +/* + * 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_relu_q15.c + * Description: Q15 version of ReLU + * + * $Date: 17. January 2018 + * $Revision: V.1.0.0 + * + * Target Processor: Cortex-M cores + * + * -------------------------------------------------------------------- */ + +#include "arm_math.h" +#include "arm_nnfunctions.h" + +/** + * @ingroup groupNN + */ + +/** + * @addtogroup Acti + * @{ + */ + + /** + * @brief Q15 RELU function + * @param[in,out] data pointer to input + * @param[in] size number of elements + * @return none. + * + * @details + * + * Optimized relu with QSUB instructions. + * + */ + +void arm_relu_q15(q15_t * data, uint16_t size) +{ + +#if defined (ARM_MATH_DSP) + /* Run the following code for Cortex-M4 and Cortex-M7 */ + + uint16_t i = size >> 1; + q15_t *pIn = data; + q15_t *pOut = data; + q31_t in; + q31_t buf; + q31_t mask; + + while (i) + { + in = *__SIMD32(pIn)++; + + /* extract the first bit */ + buf = __ROR(in & 0x80008000, 15); + + /* if MSB=1, mask will be 0xFF, 0x0 otherwise */ + mask = __QSUB16(0x00000000, buf); + + *__SIMD32(pOut)++ = in & (~mask); + i--; + } + + if (size & 0x1) + { + if (*pIn < 0) + { + *pIn = 0; + } + pIn++; + } +#else + /* Run the following code as reference implementation for Cortex-M0 and Cortex-M3 */ + uint16_t i; + + for (i = 0; i < size; i++) + { + if (data[i] < 0) + data[i] = 0; + } + +#endif /* ARM_MATH_DSP */ + +} + +/** + * @} end of Acti group + */ -- cgit