init commit
This commit is contained in:
104
Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c
Normal file
104
Drivers/CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c
Normal file
@@ -0,0 +1,104 @@
|
||||
/*
|
||||
* Copyright (C) 2010-2021 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: 20. July 2021
|
||||
* $Revision: V.1.0.2
|
||||
*
|
||||
* Target Processor: Cortex-M cores
|
||||
*
|
||||
* -------------------------------------------------------------------- */
|
||||
|
||||
#include "arm_nnfunctions.h"
|
||||
#include "arm_nnsupportfunctions.h"
|
||||
|
||||
/**
|
||||
* @ingroup groupNN
|
||||
*/
|
||||
|
||||
/**
|
||||
* @addtogroup Acti
|
||||
* @{
|
||||
*/
|
||||
|
||||
/**
|
||||
* @brief Q15 RELU function
|
||||
* @param[in,out] data pointer to input
|
||||
* @param[in] size number of elements
|
||||
*
|
||||
* @details
|
||||
*
|
||||
* Optimized relu with QSUB instructions.
|
||||
*
|
||||
*/
|
||||
|
||||
void arm_relu_q15(q15_t *data, uint16_t size)
|
||||
{
|
||||
|
||||
#if defined(ARM_MATH_DSP) && !defined(ARM_MATH_MVEI)
|
||||
/* Run the following code for M cores with DSP extension */
|
||||
|
||||
uint16_t i = size >> 1;
|
||||
q15_t *input = data;
|
||||
q15_t *output = data;
|
||||
q31_t in;
|
||||
q31_t buf;
|
||||
q31_t mask;
|
||||
|
||||
while (i)
|
||||
{
|
||||
in = arm_nn_read_q15x2_ia((const q15_t **)&input);
|
||||
|
||||
/* extract the first bit */
|
||||
buf = __ROR(in & 0x80008000, 15);
|
||||
|
||||
/* if MSB=1, mask will be 0xFF, 0x0 otherwise */
|
||||
mask = __QSUB16(0x00000000, buf);
|
||||
|
||||
arm_nn_write_q15x2_ia(&output, in & (~mask));
|
||||
i--;
|
||||
}
|
||||
|
||||
if (size & 0x1)
|
||||
{
|
||||
if (*input < 0)
|
||||
{
|
||||
*input = 0;
|
||||
}
|
||||
input++;
|
||||
}
|
||||
#else
|
||||
/* Run the following code as reference implementation for M cores without DSP extension */
|
||||
uint16_t i;
|
||||
|
||||
for (i = 0; i < size; i++)
|
||||
{
|
||||
if (data[i] < 0)
|
||||
data[i] = 0;
|
||||
}
|
||||
|
||||
#endif /* ARM_MATH_DSP */
|
||||
}
|
||||
|
||||
/**
|
||||
* @} end of Acti group
|
||||
*/
|
Reference in New Issue
Block a user