nuclei-sdk/application/baremetal/demo_dsp/ref_conv.c

#include "ref_conv.h"

void ref_conv_f32(float32_t* pSrcA, uint32_t srcALen, float32_t* pSrcB,
                  uint32_t srcBLen, float32_t* pDst)
{
    float32_t sum; /* Accumulator */
    uint32_t i, j; /* loop counters */

    /* Loop to calculate convolution for output length number of times */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry out MAC operations */
        sum = 0.0f;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += pSrcB[i - j] * pSrcA[j];
            }
        }
        /* Store the output in the destination buffer */
        pDst[i] = sum;
    }
}

riscv_status ref_conv_partial_f32(float32_t* pSrcA, uint32_t srcALen,
                                  float32_t* pSrcB, uint32_t srcBLen,
                                  float32_t* pDst, uint32_t firstIndex,
                                  uint32_t numPoints)
{
    ref_conv_f32(pSrcA, srcALen, pSrcB, srcBLen, pDst);

    return RISCV_MATH_SUCCESS;
}

void ref_conv_q31(q31_t* pSrcA, uint32_t srcALen, q31_t* pSrcB,
                  uint32_t srcBLen, q31_t* pDst)
{
    q63_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += (q63_t)pSrcA[j] * (pSrcB[i - j]);
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = (q31_t)(sum >> 31U);
    }
}

void ref_conv_fast_q31(q31_t* pSrcA, uint32_t srcALen, q31_t* pSrcB,
                       uint32_t srcBLen, q31_t* pDst)
{
    q31_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum = (q31_t)(
                          (((q63_t)sum << 32) + ((q63_t)pSrcA[j] * pSrcB[i - j])) >>
                          32);
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = (q31_t)(sum << 1U);
    }
}

riscv_status ref_conv_partial_q31(q31_t* pSrcA, uint32_t srcALen, q31_t* pSrcB,
                                  uint32_t srcBLen, q31_t* pDst,
                                  uint32_t firstIndex, uint32_t numPoints)
{
    ref_conv_q31(pSrcA, srcALen, pSrcB, srcBLen, pDst);

    return RISCV_MATH_SUCCESS;
}

riscv_status ref_conv_partial_fast_q31(q31_t* pSrcA, uint32_t srcALen,
                                       q31_t* pSrcB, uint32_t srcBLen,
                                       q31_t* pDst, uint32_t firstIndex,
                                       uint32_t numPoints)
{
    ref_conv_fast_q31(pSrcA, srcALen, pSrcB, srcBLen, pDst);

    return RISCV_MATH_SUCCESS;
}

void ref_conv_q15(q15_t* pSrcA, uint32_t srcALen, q15_t* pSrcB,
                  uint32_t srcBLen, q15_t* pDst)
{
    q63_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += (q31_t)pSrcA[j] * pSrcB[i - j];
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = ref_sat_q15(sum >> 15U);
    }
}

riscv_status ref_conv_partial_fast_opt_q15(q15_t* pSrcA, uint32_t srcALen,
                                           q15_t* pSrcB, uint32_t srcBLen,
                                           q15_t* pDst, uint32_t firstIndex,
                                           uint32_t numPoints, q15_t* pScratch1,
                                           q15_t* pScratch2)
{
    q31_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += (q31_t)pSrcA[j] * pSrcB[i - j];
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = ref_sat_q15(sum >> 15U);
    }

    return RISCV_MATH_SUCCESS;
}

void ref_conv_fast_q15(q15_t* pSrcA, uint32_t srcALen, q15_t* pSrcB,
                       uint32_t srcBLen, q15_t* pDst)
{
    q31_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += (q31_t)pSrcA[j] * pSrcB[i - j];
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = sum >> 15U;
    }
}

void ref_conv_fast_opt_q15(q15_t* pSrcA, uint32_t srcALen, q15_t* pSrcB,
                           uint32_t srcBLen, q15_t* pDst, q15_t* pScratch1,
                           q15_t* pScratch2)
{
    q31_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += (q31_t)pSrcA[j] * pSrcB[i - j];
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = ref_sat_q15(sum >> 15U);
    }
}

riscv_status ref_conv_partial_q15(q15_t* pSrcA, uint32_t srcALen, q15_t* pSrcB,
                                  uint32_t srcBLen, q15_t* pDst,
                                  uint32_t firstIndex, uint32_t numPoints)
{
    ref_conv_q15(pSrcA, srcALen, pSrcB, srcBLen, pDst);

    return RISCV_MATH_SUCCESS;
}

riscv_status ref_conv_partial_fast_q15(q15_t* pSrcA, uint32_t srcALen,
                                       q15_t* pSrcB, uint32_t srcBLen,
                                       q15_t* pDst, uint32_t firstIndex,
                                       uint32_t numPoints)
{
    ref_conv_fast_q15(pSrcA, srcALen, pSrcB, srcBLen, pDst);

    return RISCV_MATH_SUCCESS;
}

void ref_conv_q7(q7_t* pSrcA, uint32_t srcALen, q7_t* pSrcB, uint32_t srcBLen,
                 q7_t* pDst)
{
    q31_t sum;     /* Accumulator */
    uint32_t i, j; /* loop counter */

    /* Loop to calculate output of convolution for output length number of times
     */
    for (i = 0; i < srcALen + srcBLen - 1; i++) {
        /* Initialize sum with zero to carry on MAC operations */
        sum = 0;

        /* Loop to perform MAC operations according to convolution equation */
        for (j = 0; j <= i; j++) {
            /* Check the array limitations */
            if ((i - j < srcBLen) && (j < srcALen)) {
                /* z[i] += x[i-j] * y[j] */
                sum += (q15_t)pSrcA[j] * pSrcB[i - j];
            }
        }

        /* Store the output in the destination buffer */
        pDst[i] = (q7_t)ref_sat_q7(sum >> 7);
    }
}

riscv_status ref_conv_partial_q7(q7_t* pSrcA, uint32_t srcALen, q7_t* pSrcB,
                                 uint32_t srcBLen, q7_t* pDst,
                                 uint32_t firstIndex, uint32_t numPoints)
{
    ref_conv_q7(pSrcA, srcALen, pSrcB, srcBLen, pDst);

    return RISCV_MATH_SUCCESS;
}