#include "edge-impulse-sdk/classifier/ei_classifier_config.h"
#if EI_CLASSIFIER_TFLITE_LOAD_CMSIS_NN_SOURCES
/*
 * SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-office@arm.com>
 *
 * 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_q7_to_q15_reordered_no_shift.c
 * Description:  Converts the elements of the Q7 vector to reordered Q15 vector without left-shift
 *
 * $Date:        4 Aug 2022
 * $Revision:    V.1.1.2
 *
 * Target Processor:  Cortex-M cores
 *
 * -------------------------------------------------------------------- */

#include "edge-impulse-sdk/CMSIS/NN/Include/arm_nnsupportfunctions.h"

/**
 * @ingroup groupSupport
 */

/**
 * @addtogroup nndata_convert
 * @{
 */

/*
 * Converts the elements of the Q7 vector to reordered Q15 vector without left-shift
 *
 * Refer to header for details
 *
 * This function does the q7 to q15 expansion with re-ordering
 *
 * <pre>
 *                          |   A1   |   A2   |   A3   |   A4   |
 *
 *                           0      7 8     15 16    23 24    31
 * </pre>
 *
 * is converted into:
 *
 * <pre>
 *  |       A1       |       A3       |   and  |       A2       |       A4       |
 *
 *   0             15 16            31          0             15 16            31
 * </pre>
 *
 *
 * This looks strange but is natural considering how sign-extension is done at
 * assembly level.
 *
 * The expansion of other other oprand will follow the same rule so that the end
 * results are the same.
 *
 * The tail (i.e., last (N % 4) elements) will still be in original order.
 *
 */

void arm_q7_to_q15_reordered_no_shift(const q7_t *pSrc, q15_t *pDst, uint32_t blockSize)
{
    const q7_t *pIn = pSrc; /* Src pointer */
    uint32_t blkCnt;        /* loop counter */

#if defined(ARM_MATH_DSP) && !defined(ARM_MATH_MVEI)
    q31_t in;
    q31_t in1, in2;

    /* Run the below code for Cortex-M4 and Cortex-M3 */

    /*loop Unrolling */
    blkCnt = blockSize >> 2u;

    /* First part of the processing with loop unrolling.  Compute 4 outputs at a time.
     ** a second loop below computes the remaining 1 to 3 samples. */
    while (blkCnt > 0u)
    {
        /* C = (q15_t) A << 8 */
        /* convert from q7 to q15 and then store the results in the destination buffer */
        in = arm_nn_read_q7x4_ia(&pIn);

        /* rotatate in by 8 and extend two q7_t values to q15_t values */
        in1 = __SXTB16(__ROR((uint32_t)in, 8));

        /* extend remainig two q7_t values to q15_t values */
        in2 = __SXTB16(in);

#ifndef ARM_MATH_BIG_ENDIAN
        arm_nn_write_q7x4_ia((q7_t **)&pDst, in2);
        arm_nn_write_q7x4_ia((q7_t **)&pDst, in1);
#else
        arm_nn_write_q7x4_ia((q7_t **)&pDst, in1);
        arm_nn_write_q7x4_ia((q7_t **)&pDst, in2);
#endif

        /* Decrement the loop counter */
        blkCnt--;
    }

    /* If the blockSize is not a multiple of 4, compute any remaining output samples here.
     ** No loop unrolling is used. */
    blkCnt = blockSize % 0x4u;

#else

    /* Run the below code for Cortex-M0 */

    /* Loop over blockSize number of values */
    blkCnt = blockSize;

#endif /* #ifndef ARM_MATH_CM0_FAMILY */

    while (blkCnt > 0u)
    {
        /* C = (q15_t) A << 8 */
        /* convert from q7 to q15 and then store the results in the destination buffer */
        *pDst++ = (q15_t)*pIn++;

        /* Decrement the loop counter */
        blkCnt--;
    }
}

/**
 * @} end of q7_to_x group
 */

#endif // EI_CLASSIFIER_TFLITE_LOAD_CMSIS_NN_SOURCES
