// Copyright (C) 2018-2020 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//

#include <algorithm>
#include <utility>

#include "ie_preprocess_gapi_kernels.hpp"
#include "ie_preprocess_gapi_kernels_impl.hpp"
#include "ie_preprocess_gapi_kernels_sse42.hpp"

// NB: include this before opencv_hal_sse.hpp
#include "nmmintrin.h"

// NB: define these before opencv_hal_sse.hpp
#ifdef CV_SSE4_2
  #undef CV_SSE4_2
  #undef CV_SSE4_1
  #undef CV_SSSE3
  #undef CV_SSE3
  #undef CV_SSE2
  #undef CV_SSE
#endif
#define CV_SSE4_2 1
#define CV_SSE4_1 1
#define CV_SSSE3  1
#define CV_SSE3   1
#define CV_SSE2   1
#define CV_SSE    1
#define CV_CPU_HAS_SUPPORT_SSE2 1

#ifdef CV_SIMD128
#undef CV_SIMD128
#endif

#define CV_SIMD128 1

#include "opencv_hal_intrin.hpp"
#include "ie_preprocess_gapi_kernels_simd_impl.hpp"

#if   !CV_SIMD128
#error CV_SIMD128 is required!
#endif

#include <cstring>

using namespace cv;

namespace InferenceEngine {
namespace gapi {
namespace kernels {

// Resize (bi-linear, 8U)
void calcRowLinear_8U(uint8_t *dst[],
                const uint8_t *src0[],
                const uint8_t *src1[],
                const short    alpha[],
                const short    clone[],  // 4 clones of alpha
                const short    mapsx[],
                const short    beta[],
                      uint8_t  tmp[],
                const Size   & inSz,
                const Size   & outSz,
                      int      lpi) {
    bool xRatioEq1 = inSz.width  == outSz.width;
    bool yRatioEq1 = inSz.height == outSz.height;

    if (!xRatioEq1 && !yRatioEq1) {
        if (4 == lpi) {
            // vertical pass
            GAPI_DbgAssert(inSz.width >= 8);

            __m128i b0 = _mm_set1_epi16(beta[0]);
            __m128i b1 = _mm_set1_epi16(beta[1]);
            __m128i b2 = _mm_set1_epi16(beta[2]);
            __m128i b3 = _mm_set1_epi16(beta[3]);

            for (int w = 0; w < inSz.width; ) {
                for (; w <= inSz.width - 8; w += 8) {
                #if USE_CVKL
                    //--------------------------------------------
                    // reworked from: ie_preprocess_data_sse42.cpp
                    //      function: resize_bilinear_u8
                    //         label: vertical_pass
                    //--------------------------------------------

                    __m128i val0lo = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src0[0][w])),
                                                                     *reinterpret_cast<const int64_t*>(&src0[1][w]), 1);
                    __m128i val0hi = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src0[2][w])),
                                                                     *reinterpret_cast<const int64_t*>(&src0[3][w]), 1);
                    __m128i val1lo = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src1[0][w])),
                                                                     *reinterpret_cast<const int64_t*>(&src1[1][w]), 1);
                    __m128i val1hi = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src1[2][w])),
                                                                     *reinterpret_cast<const int64_t*>(&src1[3][w]), 1);

                    __m128i val0_0 = _mm_cvtepu8_epi16(val0lo);
                    __m128i val0_2 = _mm_cvtepu8_epi16(val0hi);
                    __m128i val1_0 = _mm_cvtepu8_epi16(val1lo);
                    __m128i val1_2 = _mm_cvtepu8_epi16(val1hi);

                    __m128i val0_1 = _mm_unpackhi_epi8(val0lo, _mm_setzero_si128());
                    __m128i val0_3 = _mm_unpackhi_epi8(val0hi, _mm_setzero_si128());
                    __m128i val1_1 = _mm_unpackhi_epi8(val1lo, _mm_setzero_si128());
                    __m128i val1_3 = _mm_unpackhi_epi8(val1hi, _mm_setzero_si128());

                    __m128i t0 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_0, val1_0), b0);
                    __m128i t1 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_1, val1_1), b1);
                    __m128i t2 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_2, val1_2), b2);
                    __m128i t3 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_3, val1_3), b3);

                    __m128i r0 = _mm_add_epi16(val1_0, t0);
                    __m128i r1 = _mm_add_epi16(val1_1, t1);
                    __m128i r2 = _mm_add_epi16(val1_2, t2);
                    __m128i r3 = _mm_add_epi16(val1_3, t3);

                    __m128i q0 = _mm_packus_epi16(r0, r1);
                    __m128i q1 = _mm_packus_epi16(r2, r3);

                    __m128i q2 = _mm_blend_epi16(q0, _mm_slli_si128(q1, 4), 0xCC /*0b11001100*/);
                    __m128i q3 = _mm_blend_epi16(_mm_srli_si128(q0, 4), q1, 0xCC /*0b11001100*/);

                    __m128i q4 = _mm_shuffle_epi8(q2, _mm_setr_epi8(0, 8, 4, 12, 1, 9, 5, 13, 2, 10, 6, 14, 3, 11, 7, 15));
                    __m128i q5 = _mm_shuffle_epi8(q3, _mm_setr_epi8(0, 8, 4, 12, 1, 9, 5, 13, 2, 10, 6, 14, 3, 11, 7, 15));

                    _mm_storeu_si128(reinterpret_cast<__m128i *>(&tmp[4*w +  0]), q4);
                    _mm_storeu_si128(reinterpret_cast<__m128i *>(&tmp[4*w + 16]), q5);

                #else
                    // let: t[i] = src0[i][w]*beta0[i] + src1[i][w]*beta1
                    // here: beta0[i] = beta[i], beta1 = 1 - beta0[i]
                    v_int16x8 t0, t1, t2, t3;
                    {
                        v_int16x8 s0, s1;

                        s0 = v_reinterpret_as_s16(v_load_expand(&src0[0][w]));
                        s1 = v_reinterpret_as_s16(v_load_expand(&src1[0][w]));
                        t0 = v_mulhrs(s0 - s1, beta[0]) + s1;

                        s0 = v_reinterpret_as_s16(v_load_expand(&src0[1][w]));
                        s1 = v_reinterpret_as_s16(v_load_expand(&src1[1][w]));
                        t1 = v_mulhrs(s0 - s1, beta[1]) + s1;

                        s0 = v_reinterpret_as_s16(v_load_expand(&src0[2][w]));
                        s1 = v_reinterpret_as_s16(v_load_expand(&src1[2][w]));
                        t2 = v_mulhrs(s0 - s1, beta[2]) + s1;

                        s0 = v_reinterpret_as_s16(v_load_expand(&src0[3][w]));
                        s1 = v_reinterpret_as_s16(v_load_expand(&src1[3][w]));
                        t3 = v_mulhrs(s0 - s1, beta[3]) + s1;
                    }
                    // store as groups of 4 pixels: each group to have a pixel per row
                    {
                        v_uint8x16 a0, a1, a2, a3;
                        a0 = v_pack_u(t0, v_setall_s16(0));
                        a1 = v_pack_u(t1, v_setall_s16(0));
                        a2 = v_pack_u(t2, v_setall_s16(0));
                        a3 = v_pack_u(t3, v_setall_s16(0));

                        v_int16x8 b0, b1;
                        b0 = v_reinterpret_as_s16(v_interleave_low(a0, a1));  // 0th, 1st
                        b1 = v_reinterpret_as_s16(v_interleave_low(a2, a3));  // 2nd, 3rd

                        v_uint8x16 d0, d1;
                        d0 = v_reinterpret_as_u8(v_interleave_low(b0,  b1));
                        d1 = v_reinterpret_as_u8(v_interleave_high(b0, b1));

                        v_store(&tmp[4*w +  0], d0);
                        v_store(&tmp[4*w + 16], d1);
                    }
                #endif
                }

                if (w < inSz.width) {
                    w = inSz.width - 8;
                }
            }

            // horizontal pass
            GAPI_DbgAssert(outSz.width >= 8);
            for (int x = 0; x < outSz.width; ) {
                for (; x <= outSz.width - 8; x += 8) {
                #if USE_CVKL
                    //--------------------------------------------
                    // reworked from: ie_preprocess_data_sse42.cpp
                    //      function: resize_bilinear_u8
                    //         label: horizontal_pass
                    //--------------------------------------------

                #if 1
                    __m128i a10 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 *  x]));
                    __m128i a32 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 * (x + 2)]));
                    __m128i a54 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 * (x + 4)]));
                    __m128i a76 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 * (x + 6)]));
                #else
                    // provided alpha[x..x+7] = { a0, a1, a2, a3, a4, a5, a6, a7},
                    // clone each a[i] 4 times - one item per each of LPI rows,
                    // so that a10 = {a0, a0, a0, a0, a1, a1, a1, a1}, etc.
                    __m128i a10, a32, a54, a76;
                    __m128i alpha0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&alpha[x]));
                    a10 = _mm_unpacklo_epi16(alpha0, alpha0);  // {a0, a0, a1, a1, a2, a2, a3, a3}
                    a32 = _mm_unpackhi_epi16(a10, a10);        // {a2, a2, a2, a2, a3, a3, a3, a3}
                    a10 = _mm_unpacklo_epi16(a10, a10);        // {a0, a0, a0, a0, a1, a1, a1, a1}
                    a54 = _mm_unpackhi_epi16(alpha0, alpha0);  // {a4, a4, a5, a5, a6, a6, a7, a7}
                    a76 = _mm_unpackhi_epi16(a54, a54);        // {a6, a6, a6, a6, a7, a7, a7, a7}
                    a54 = _mm_unpacklo_epi16(a54, a54);        // {a4, a4, a4, a4, a5, a5, a5, a5}
                #endif

                    __m128d val0d, val1d, val2d, val3d;
                    val0d = _mm_load_sd(/****/  reinterpret_cast<double*>(&tmp[4 * mapsx[x + 0]]));
                    val0d = _mm_loadh_pd(val0d, reinterpret_cast<double*>(&tmp[4 * mapsx[x + 1]]));
                    val1d = _mm_load_sd(/****/  reinterpret_cast<double*>(&tmp[4 * mapsx[x + 2]]));
                    val1d = _mm_loadh_pd(val1d, reinterpret_cast<double*>(&tmp[4 * mapsx[x + 3]]));
                    val2d = _mm_load_sd(/****/  reinterpret_cast<double*>(&tmp[4 * mapsx[x + 4]]));
                    val2d = _mm_loadh_pd(val2d, reinterpret_cast<double*>(&tmp[4 * mapsx[x + 5]]));
                    val3d = _mm_load_sd(/****/  reinterpret_cast<double*>(&tmp[4 * mapsx[x + 6]]));
                    val3d = _mm_loadh_pd(val3d, reinterpret_cast<double*>(&tmp[4 * mapsx[x + 7]]));

                    __m128i val_0 = _mm_castpd_si128(val0d);
                    __m128i val_1 = _mm_castpd_si128(val1d);
                    __m128i val_2 = _mm_castpd_si128(val2d);
                    __m128i val_3 = _mm_castpd_si128(val3d);

                    val_0 = _mm_shuffle_epi32(val_0, _MM_SHUFFLE(3, 1, 2, 0));
                    val_1 = _mm_shuffle_epi32(val_1, _MM_SHUFFLE(3, 1, 2, 0));
                    val_2 = _mm_shuffle_epi32(val_2, _MM_SHUFFLE(3, 1, 2, 0));
                    val_3 = _mm_shuffle_epi32(val_3, _MM_SHUFFLE(3, 1, 2, 0));

                    __m128i val0_0 = _mm_cvtepu8_epi16(val_0);
                    __m128i val0_1 = _mm_cvtepu8_epi16(val_1);
                    __m128i val0_2 = _mm_cvtepu8_epi16(val_2);
                    __m128i val0_3 = _mm_cvtepu8_epi16(val_3);

                    __m128i val1_0 = _mm_unpackhi_epi8(val_0, _mm_setzero_si128());
                    __m128i val1_1 = _mm_unpackhi_epi8(val_1, _mm_setzero_si128());
                    __m128i val1_2 = _mm_unpackhi_epi8(val_2, _mm_setzero_si128());
                    __m128i val1_3 = _mm_unpackhi_epi8(val_3, _mm_setzero_si128());

                    __m128i t0 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_0, val1_0), a10);
                    __m128i t1 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_1, val1_1), a32);
                    __m128i t2 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_2, val1_2), a54);
                    __m128i t3 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_3, val1_3), a76);

                    __m128i r0 = _mm_add_epi16(val1_0, t0);
                    __m128i r1 = _mm_add_epi16(val1_1, t1);
                    __m128i r2 = _mm_add_epi16(val1_2, t2);
                    __m128i r3 = _mm_add_epi16(val1_3, t3);

                    __m128i q0 = _mm_packus_epi16(r0, r1);
                    __m128i q1 = _mm_packus_epi16(r2, r3);

                    __m128i q2 = _mm_shuffle_epi8(q0, _mm_setr_epi8(0, 4, 8, 12, 2, 6, 10, 14, 1, 5, 9, 13, 3, 7, 11, 15));
                    __m128i q3 = _mm_shuffle_epi8(q1, _mm_setr_epi8(0, 4, 8, 12, 2, 6, 10, 14, 1, 5, 9, 13, 3, 7, 11, 15));

                    __m128i q4 = _mm_blend_epi16(q2, _mm_slli_si128(q3, 4), 0xCC /*0b11001100*/);
                    __m128i q5 = _mm_blend_epi16(_mm_srli_si128(q2, 4), q3, 0xCC /*0b11001100*/);

                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[0][x]),                q4);
                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[1][x]), _mm_srli_si128(q4, 8));
                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[2][x]),                q5);
                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[3][x]), _mm_srli_si128(q5, 8));

                #else
                    // let: t be 2 pairs of groups of 4 pixels (each group is for 4 dst rows)
                    // each pair of gorups corresponds to pixels indexed as sx0 and sx1=sx0+1
                    // so: low part of t0 is 2x4 pixels corresponding to sx0=mapsx[x+0], etc.
                    v_uint8x16 t0, t1, t2, t3;
                    {
                        t0.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 0]])),
                                                                 *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 1]]), 1);
                        t1.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 2]])),
                                                                 *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 3]]), 1);
                        t2.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 4]])),
                                                                 *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 5]]), 1);
                        t3.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 6]])),
                                                                 *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 7]]), 1);
                    }

                    // let: r0 be pixels for 0th row, etc
                    v_uint8x16 r0, r1, r2, r3;
                    v_deinterleave(t0, t1, t2, t3, r0, r1, r2, r3);

                    // let: dl be resulting 8 pixels for l'th row
                    //      dl = alpha0*s0l + alpha1*s1l
                    // note that alpha0 + alpha1 = 1
                    {
                        v_int16x8 s0, s1, d, alpha0;

                        alpha0 = v_load(&alpha[x]);  // 8 coefficients

                        v_deinterleave_expand(r0, s0, s1);
                        d = v_mulhrs(s0 - s1, alpha0) + s1;
                        v_pack_u_store(&dst[0][x], d);

                        v_deinterleave_expand(r1, s0, s1);
                        d = v_mulhrs(s0 - s1, alpha0) + s1;
                        v_pack_u_store(&dst[1][x], d);

                        v_deinterleave_expand(r2, s0, s1);
                        d = v_mulhrs(s0 - s1, alpha0) + s1;
                        v_pack_u_store(&dst[2][x], d);

                        v_deinterleave_expand(r3, s0, s1);
                        d = v_mulhrs(s0 - s1, alpha0) + s1;
                        v_pack_u_store(&dst[3][x], d);
                    }
                #endif
                }

                if (x < outSz.width) {
                    x = outSz.width - 8;
                }
            }

        } else {  // if any lpi
            for (int l = 0; l < lpi; l++) {
                short beta0 =                            beta[l];
            //  short beta1 = saturate_cast<short>(ONE - beta[l]);

                // vertical pass
                GAPI_DbgAssert(inSz.width >= 8);
                for (int w = 0; w < inSz.width; ) {
                    for (; w <= inSz.width - 8; w += 8) {
                        v_int16x8 s0 = v_reinterpret_as_s16(v_load_expand(&src0[l][w]));
                        v_int16x8 s1 = v_reinterpret_as_s16(v_load_expand(&src1[l][w]));
                        v_int16x8 t = v_mulhrs(s0 - s1, beta0) + s1;
                        v_pack_u_store(tmp + w, t);
                    }

                    if (w < inSz.width) {
                        w = inSz.width - 8;
                    }
                }

                // horizontal pass
                GAPI_DbgAssert(outSz.width >= 8);
                for (int x = 0; x < outSz.width; ) {
                    for (; x <= outSz.width - 8; x += 8) {
                        v_int16x8 a0 = v_load(&alpha[x]);        // as signed Q1.1.14
                        v_int16x8 sx = v_load(&mapsx[x]);        // as integer (int16)
                        v_uint8x16 t = v_gather_pairs(tmp, sx);  // 8 pairs of src0 pixels
                        v_int16x8 t0, t1;
                        v_deinterleave_expand(t, t0, t1);        // tmp pixels as int16
                        v_int16x8 d = v_mulhrs(t0 - t1, a0) + t1;
                        v_pack_u_store(&dst[l][x], d);
                    }

                    if (x < outSz.width) {
                        x = outSz.width - 8;
                    }
                }
            }
        }  // if lpi == 4

    } else if (!xRatioEq1) {
        GAPI_DbgAssert(yRatioEq1);

        if (4 == lpi) {
            // vertical pass
            GAPI_DbgAssert(inSz.width >= 16);
            for (int w = 0; w < inSz.width; ) {
                for (; w <= inSz.width - 16; w += 16) {
                    v_uint8x16 s0, s1, s2, s3;
                    s0 = v_load(&src0[0][w]);
                    s1 = v_load(&src0[1][w]);
                    s2 = v_load(&src0[2][w]);
                    s3 = v_load(&src0[3][w]);
                    v_store_interleave(&tmp[4*w], s0, s1, s2, s3);
                }

                if (w < inSz.width) {
                    w = inSz.width - 16;
                }
            }

            // horizontal pass
            GAPI_DbgAssert(outSz.width >= 8);
            for (int x = 0; x < outSz.width; ) {
                for (; x <= outSz.width - 8; x += 8) {
                    v_uint8x16 t0, t1, t2, t3;
                    t0.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 0]])),
                                                             *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 1]]), 1);
                    t1.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 2]])),
                                                             *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 3]]), 1);
                    t2.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 4]])),
                                                             *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 5]]), 1);
                    t3.val = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<__m128i*>(&tmp[4 * mapsx[x + 6]])),
                                                             *reinterpret_cast<int64_t*>(&tmp[4 * mapsx[x + 7]]), 1);

                    v_uint8x16 r0, r1, r2, r3;
                    v_deinterleave(t0, t1, t2, t3, r0, r1, r2, r3);

                    v_int16x8 s0, s1, d, alpha0;

                    alpha0 = v_load(&alpha[x]);  // 8 coefficients

                    v_deinterleave_expand(r0, s0, s1);
                    d = v_mulhrs(s0 - s1, alpha0) + s1;
                    v_pack_u_store(&dst[0][x], d);

                    v_deinterleave_expand(r1, s0, s1);
                    d = v_mulhrs(s0 - s1, alpha0) + s1;
                    v_pack_u_store(&dst[1][x], d);

                    v_deinterleave_expand(r2, s0, s1);
                    d = v_mulhrs(s0 - s1, alpha0) + s1;
                    v_pack_u_store(&dst[2][x], d);

                    v_deinterleave_expand(r3, s0, s1);
                    d = v_mulhrs(s0 - s1, alpha0) + s1;
                    v_pack_u_store(&dst[3][x], d);
                }

                if (x < outSz.width) {
                    x = outSz.width - 8;
                }
            }

        } else {  // any LPI
            for (int l = 0; l < lpi; l++) {
                const uchar *src = src0[l];

                // horizontal pass
                GAPI_DbgAssert(outSz.width >= 8);
                for (int x = 0; x < outSz.width; ) {
                    for (; x <= outSz.width - 8; x += 8) {
                        v_int16x8 a0 = v_load(&alpha[x]);        // as signed Q1.1.14
                        v_int16x8 sx = v_load(&mapsx[x]);        // as integer (int16)
                        v_uint8x16 t = v_gather_pairs(src, sx);  // 8 pairs of src0 pixels
                        v_int16x8 t0, t1;
                        v_deinterleave_expand(t, t0, t1);        // tmp pixels as int16
                        v_int16x8 d = v_mulhrs(t0 - t1, a0) + t1;
                        v_pack_u_store(&dst[l][x], d);
                    }

                    if (x < outSz.width) {
                        x = outSz.width - 8;
                    }
                }
            }
        }

    } else if (!yRatioEq1) {
        GAPI_DbgAssert(xRatioEq1);
        int length = inSz.width;  // == outSz.width

        for (int l = 0; l < lpi; l++) {
            short beta0 =                            beta[l];
        //  short beta1 = saturate_cast<short>(ONE - beta[l]);

            // vertical pass
            GAPI_DbgAssert(inSz.width >= 8);
            for (int w = 0; w < outSz.width; ) {
                for (; w <= length - 8; w += 8) {
                    v_int16x8 s0 = v_reinterpret_as_s16(v_load_expand(src0[l] + w));
                    v_int16x8 s1 = v_reinterpret_as_s16(v_load_expand(src1[l] + w));
                    v_int16x8 t = v_mulhrs(s0 - s1, beta0) + s1;
                    v_pack_u_store(dst[l] + w, t);
                }

                if (w < inSz.width) {
                    w = inSz.width - 8;
                }
            }
        }

    } else {
        GAPI_DbgAssert(xRatioEq1 && yRatioEq1);
        int length = inSz.width;  // == outSz.width

        for (int l = 0; l < lpi; l++) {
            memcpy(dst[l], src0[l], length);
        }
    }
}

// Resize 3C/4C universal intrinsic implementation for SSE42 version is a bit slower than original sometimes.
// Remove original implementation when I find a cause.
#if 1
// Resize (bi-linear, 8U, generic number of channels)
template<int chanNum>
void calcRowLinear_8UC_Impl_(std::array<std::array<uint8_t*, 4>, chanNum> &dst,
                  const uint8_t *src0[],
                  const uint8_t *src1[],
                  const short    alpha[],
                  const short    clone[],  // 4 clones of alpha
                  const short    mapsx[],
                  const short    beta[],
                        uint8_t  tmp[],
                  const Size    &inSz,
                  const Size    &outSz,
                        int      lpi) {
    const int half_nlanes = (v_uint8::nlanes / 2);

    if (4 == lpi) {
        // vertical pass
        GAPI_DbgAssert(inSz.width >= half_nlanes);

        __m128i b0 = _mm_set1_epi16(beta[0]);
        __m128i b1 = _mm_set1_epi16(beta[1]);
        __m128i b2 = _mm_set1_epi16(beta[2]);
        __m128i b3 = _mm_set1_epi16(beta[3]);

        for (int w = 0; w < inSz.width*chanNum; ) {
            for (; w <= inSz.width*chanNum - half_nlanes && w >= 0; w += half_nlanes) {
                //--------------------------------------------
                // reworked from: ie_preprocess_data_sse42.cpp
                //      function: resize_bilinear_u8
                //         label: vertical_pass
                //--------------------------------------------

                __m128i val0lo = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src0[0][w])),
                        *reinterpret_cast<const int64_t*>(&src0[1][w]), 1);
                __m128i val0hi = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src0[2][w])),
                        *reinterpret_cast<const int64_t*>(&src0[3][w]), 1);
                __m128i val1lo = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src1[0][w])),
                        *reinterpret_cast<const int64_t*>(&src1[1][w]), 1);
                __m128i val1hi = _mm_insert_epi64(_mm_loadl_epi64(reinterpret_cast<const __m128i*>(&src1[2][w])),
                        *reinterpret_cast<const int64_t*>(&src1[3][w]), 1);

                __m128i val0_0 = _mm_cvtepu8_epi16(val0lo);
                __m128i val0_2 = _mm_cvtepu8_epi16(val0hi);
                __m128i val1_0 = _mm_cvtepu8_epi16(val1lo);
                __m128i val1_2 = _mm_cvtepu8_epi16(val1hi);

                __m128i val0_1 = _mm_unpackhi_epi8(val0lo, _mm_setzero_si128());
                __m128i val0_3 = _mm_unpackhi_epi8(val0hi, _mm_setzero_si128());
                __m128i val1_1 = _mm_unpackhi_epi8(val1lo, _mm_setzero_si128());
                __m128i val1_3 = _mm_unpackhi_epi8(val1hi, _mm_setzero_si128());

                __m128i t0 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_0, val1_0), b0);
                __m128i t1 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_1, val1_1), b1);
                __m128i t2 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_2, val1_2), b2);
                __m128i t3 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_3, val1_3), b3);

                __m128i r0 = _mm_add_epi16(val1_0, t0);
                __m128i r1 = _mm_add_epi16(val1_1, t1);
                __m128i r2 = _mm_add_epi16(val1_2, t2);
                __m128i r3 = _mm_add_epi16(val1_3, t3);

                __m128i q0 = _mm_packus_epi16(r0, r1);
                __m128i q1 = _mm_packus_epi16(r2, r3);

                __m128i q2 = _mm_blend_epi16(q0, _mm_slli_si128(q1, 4), 0xCC /*0b11001100*/);
                __m128i q3 = _mm_blend_epi16(_mm_srli_si128(q0, 4), q1, 0xCC /*0b11001100*/);

                __m128i q4 = _mm_shuffle_epi8(q2, _mm_setr_epi8(0, 8, 4, 12, 1, 9, 5, 13, 2, 10, 6, 14, 3, 11, 7, 15));
                __m128i q5 = _mm_shuffle_epi8(q3, _mm_setr_epi8(0, 8, 4, 12, 1, 9, 5, 13, 2, 10, 6, 14, 3, 11, 7, 15));

                _mm_storeu_si128(reinterpret_cast<__m128i *>(&tmp[4*w +  0]), q4);
                _mm_storeu_si128(reinterpret_cast<__m128i *>(&tmp[4*w + 16]), q5);
            }

            if (w < inSz.width*chanNum) {
                w = inSz.width*chanNum - half_nlanes;
            }
        }

        // horizontal pass
        GAPI_DbgAssert(outSz.width >= half_nlanes);
        for (int x = 0; x < outSz.width; ) {
            for (; x <= outSz.width - half_nlanes && x >= 0; x += half_nlanes) {
                //--------------------------------------------
                // reworked from: ie_preprocess_data_sse42.cpp
                //      function: resize_bilinear_u8
                //         label: horizontal_pass
                //--------------------------------------------

                __m128i a10 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 *  x]));
                __m128i a32 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 * (x + 2)]));
                __m128i a54 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 * (x + 4)]));
                __m128i a76 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(&clone[4 * (x + 6)]));

                __m128i val_0 = _mm_setzero_si128();
                __m128i val_1 = _mm_setzero_si128();
                __m128i val_2 = _mm_setzero_si128();
                __m128i val_3 = _mm_setzero_si128();

                for (int c = 0; c < chanNum; c++) {
                    val_0 = _mm_insert_epi32(val_0, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 0]      + c)]), 0);
                    val_0 = _mm_insert_epi32(val_0, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 0] + 1) + c)]), 1);
                    val_0 = _mm_insert_epi32(val_0, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 1]      + c)]), 2);
                    val_0 = _mm_insert_epi32(val_0, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 1] + 1) + c)]), 3);

                    val_1 = _mm_insert_epi32(val_1, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 2]      + c)]), 0);
                    val_1 = _mm_insert_epi32(val_1, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 2] + 1) + c)]), 1);
                    val_1 = _mm_insert_epi32(val_1, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 3]      + c)]), 2);
                    val_1 = _mm_insert_epi32(val_1, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 3] + 1) + c)]), 3);

                    val_2 = _mm_insert_epi32(val_2, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 4]      + c)]), 0);
                    val_2 = _mm_insert_epi32(val_2, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 4] + 1) + c)]), 1);
                    val_2 = _mm_insert_epi32(val_2, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 5]      + c)]), 2);
                    val_2 = _mm_insert_epi32(val_2, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 5] + 1) + c)]), 3);

                    val_3 = _mm_insert_epi32(val_3, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 6]      + c)]), 0);
                    val_3 = _mm_insert_epi32(val_3, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 6] + 1) + c)]), 1);
                    val_3 = _mm_insert_epi32(val_3, *reinterpret_cast<const int*>(&tmp[4 * (chanNum *  mapsx[x + 7]      + c)]), 2);
                    val_3 = _mm_insert_epi32(val_3, *reinterpret_cast<const int*>(&tmp[4 * (chanNum * (mapsx[x + 7] + 1) + c)]), 3);

                    val_0 = _mm_shuffle_epi32(val_0, _MM_SHUFFLE(3, 1, 2, 0));
                    val_1 = _mm_shuffle_epi32(val_1, _MM_SHUFFLE(3, 1, 2, 0));
                    val_2 = _mm_shuffle_epi32(val_2, _MM_SHUFFLE(3, 1, 2, 0));
                    val_3 = _mm_shuffle_epi32(val_3, _MM_SHUFFLE(3, 1, 2, 0));

                    __m128i val0_0 = _mm_cvtepu8_epi16(val_0);
                    __m128i val0_1 = _mm_cvtepu8_epi16(val_1);
                    __m128i val0_2 = _mm_cvtepu8_epi16(val_2);
                    __m128i val0_3 = _mm_cvtepu8_epi16(val_3);

                    __m128i val1_0 = _mm_unpackhi_epi8(val_0, _mm_setzero_si128());
                    __m128i val1_1 = _mm_unpackhi_epi8(val_1, _mm_setzero_si128());
                    __m128i val1_2 = _mm_unpackhi_epi8(val_2, _mm_setzero_si128());
                    __m128i val1_3 = _mm_unpackhi_epi8(val_3, _mm_setzero_si128());

                    __m128i t0 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_0, val1_0), a10);
                    __m128i t1 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_1, val1_1), a32);
                    __m128i t2 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_2, val1_2), a54);
                    __m128i t3 = _mm_mulhrs_epi16(_mm_sub_epi16(val0_3, val1_3), a76);

                    __m128i r0 = _mm_add_epi16(val1_0, t0);
                    __m128i r1 = _mm_add_epi16(val1_1, t1);
                    __m128i r2 = _mm_add_epi16(val1_2, t2);
                    __m128i r3 = _mm_add_epi16(val1_3, t3);

                    __m128i q0 = _mm_packus_epi16(r0, r1);
                    __m128i q1 = _mm_packus_epi16(r2, r3);

                    __m128i q2 = _mm_shuffle_epi8(q0, _mm_setr_epi8(0, 4, 8, 12, 2, 6, 10, 14, 1, 5, 9, 13, 3, 7, 11, 15));
                    __m128i q3 = _mm_shuffle_epi8(q1, _mm_setr_epi8(0, 4, 8, 12, 2, 6, 10, 14, 1, 5, 9, 13, 3, 7, 11, 15));

                    __m128i q4 = _mm_blend_epi16(q2, _mm_slli_si128(q3, 4), 0xCC /*0b11001100*/);
                    __m128i q5 = _mm_blend_epi16(_mm_srli_si128(q2, 4), q3, 0xCC /*0b11001100*/);

                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[c][0][x]),                q4);
                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[c][1][x]), _mm_srli_si128(q4, 8));
                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[c][2][x]),                q5);
                    _mm_storel_epi64(reinterpret_cast<__m128i*>(&dst[c][3][x]), _mm_srli_si128(q5, 8));
                }
            }

            if (x < outSz.width) {
                x = outSz.width - half_nlanes;
            }
        }

    } else {  // if any lpi
        for (int l = 0; l < lpi; l++) {
            short beta0 = beta[l];

            // vertical pass
            GAPI_DbgAssert(inSz.width*chanNum >= half_nlanes);
            for (int w = 0; w < inSz.width*chanNum; ) {
                for (; w <= inSz.width*chanNum - half_nlanes; w += half_nlanes) {
                    v_int16x8 s0 = v_reinterpret_as_s16(v_load_expand(&src0[l][w]));
                    v_int16x8 s1 = v_reinterpret_as_s16(v_load_expand(&src1[l][w]));
                    v_int16x8 t = v_mulhrs(s0 - s1, beta0) + s1;
                    v_pack_u_store(tmp + w, t);
                }

                if (w < inSz.width*chanNum) {
                    w = inSz.width*chanNum - half_nlanes;
                }
            }

            // horizontal pass
            GAPI_DbgAssert(outSz.width >= half_nlanes);
            for (int x = 0; x < outSz.width; ) {
                for (; x <= outSz.width - half_nlanes && x >= 0; x += half_nlanes) {
                    for (int c = 0; c < chanNum; c++) {
                        v_int16x8 a0 = v_load(&alpha[x]);        // as signed Q1.1.14
                        v_int16x8 sx = v_load(&mapsx[x]);        // as integer (int16)
                        v_int16x8 t0 = v_gather_chan<chanNum>(tmp, sx, c, 0);
                        v_int16x8 t1 = v_gather_chan<chanNum>(tmp, sx, c, 1);
                        v_int16x8 d = v_mulhrs(t0 - t1, a0) + t1;
                        v_pack_u_store(&dst[c][l][x], d);
                    }
                }

                if (x < outSz.width) {
                    x = outSz.width - half_nlanes;
                }
            }
        }
    }
}
#else
// Resize 3C/4C universal intrinsic implementation for SSE42 version is a bit slower sometimes.
// Gonna turn it on when I find a cause.
template<int chanNum>
void calcRowLinear_8UC_Impl_(std::array<std::array<uint8_t*, 4>, chanNum> &dst,
                            const uint8_t *src0[],
                            const uint8_t *src1[],
                            const short    alpha[],
                            const short    clone[],  // 4 clones of alpha
                            const short    mapsx[],
                            const short    beta[],
                            uint8_t  tmp[],
                            const Size    &inSz,
                            const Size    &outSz,
                            int      lpi) {
    const int half_nlanes = (v_uint8::nlanes / 2);

    if (4 == lpi) {
        // vertical pass
        GAPI_DbgAssert(inSz.width >= half_nlanes);

        v_int16 b0 = vx_setall_s16(beta[0]);
        v_int16 b1 = vx_setall_s16(beta[1]);
        v_int16 b2 = vx_setall_s16(beta[2]);
        v_int16 b3 = vx_setall_s16(beta[3]);

        for (int w = 0; w < inSz.width*chanNum; ) {
            for (; w <= inSz.width*chanNum - half_nlanes && w >= 0; w += half_nlanes) {
                v_int16 val0_0 = v_reinterpret_as_s16(vx_load_expand(&src0[0][w]));
                v_int16 val0_1 = v_reinterpret_as_s16(vx_load_expand(&src0[1][w]));
                v_int16 val0_2 = v_reinterpret_as_s16(vx_load_expand(&src0[2][w]));
                v_int16 val0_3 = v_reinterpret_as_s16(vx_load_expand(&src0[3][w]));

                v_int16 val1_0 = v_reinterpret_as_s16(vx_load_expand(&src1[0][w]));
                v_int16 val1_1 = v_reinterpret_as_s16(vx_load_expand(&src1[1][w]));
                v_int16 val1_2 = v_reinterpret_as_s16(vx_load_expand(&src1[2][w]));
                v_int16 val1_3 = v_reinterpret_as_s16(vx_load_expand(&src1[3][w]));

                v_int16 t0 = v_mulhrs(v_sub_wrap(val0_0, val1_0), b0);
                v_int16 t1 = v_mulhrs(v_sub_wrap(val0_1, val1_1), b1);
                v_int16 t2 = v_mulhrs(v_sub_wrap(val0_2, val1_2), b2);
                v_int16 t3 = v_mulhrs(v_sub_wrap(val0_3, val1_3), b3);

                v_int16 r0 = v_add_wrap(val1_0, t0);
                v_int16 r1 = v_add_wrap(val1_1, t1);
                v_int16 r2 = v_add_wrap(val1_2, t2);
                v_int16 r3 = v_add_wrap(val1_3, t3);

                v_uint8 q0 = v_packus(r0, r1);
                v_uint8 q1 = v_packus(r2, r3);

                v_uint8 q2 = v_blend_shiftleft<0xCC  /*0b11001100*/, 4>(q0, q1);
                v_uint8 q3 = v_blend_shiftright<0xCC  /*0b11001100*/, 4>(q0, q1);

                v_uint8 mask = v_setr_s8(0, 8, 4, 12, 1, 9, 5, 13, 2, 10, 6, 14, 3, 11, 7, 15);

                v_uint8 q4 = v_shuffle_s8(q2, mask);
                v_uint8 q5 = v_shuffle_s8(q3, mask);

                vx_store(&tmp[4 * w + 0], q4);
                vx_store(&tmp[4 * w + 2 * half_nlanes], q5);
            }

            if (w < inSz.width*chanNum) {
                w = inSz.width*chanNum - half_nlanes;
            }
        }

        // horizontal pass
        GAPI_DbgAssert(outSz.width >= half_nlanes);
        for (int x = 0; x < outSz.width; ) {
            for (; x <= outSz.width - half_nlanes && x >= 0; x += half_nlanes) {
                v_int16 a10 = vx_load(&clone[4 * x]);
                v_int16 a32 = vx_load(&clone[4 * (x + 2)]);
                v_int16 a54 = vx_load(&clone[4 * (x + 4)]);
                v_int16 a76 = vx_load(&clone[4 * (x + 6)]);

                v_uint8 val_0 = vx_setzero_u8();
                v_uint8 val_1 = vx_setzero_u8();
                v_uint8 val_2 = vx_setzero_u8();
                v_uint8 val_3 = vx_setzero_u8();

                for (int c = 0; c < chanNum; ++c) {
                    int shift = (half_nlanes / 4);

                    v_gather_channel(val_0, tmp, mapsx, chanNum, c, x, 0);
                    v_gather_channel(val_1, tmp, mapsx, chanNum, c, x, shift);
                    v_gather_channel(val_2, tmp, mapsx, chanNum, c, x, shift * 2);
                    v_gather_channel(val_3, tmp, mapsx, chanNum, c, x, shift * 3);

                    v_int16 val0_0 = v_reinterpret_as_s16(v_expand_low(val_0));
                    v_int16 val0_1 = v_reinterpret_as_s16(v_expand_low(val_1));
                    v_int16 val0_2 = v_reinterpret_as_s16(v_expand_low(val_2));
                    v_int16 val0_3 = v_reinterpret_as_s16(v_expand_low(val_3));

                    v_int16 val1_0 = v_reinterpret_as_s16(v_expand_high(val_0));
                    v_int16 val1_1 = v_reinterpret_as_s16(v_expand_high(val_1));
                    v_int16 val1_2 = v_reinterpret_as_s16(v_expand_high(val_2));
                    v_int16 val1_3 = v_reinterpret_as_s16(v_expand_high(val_3));

                    v_int16 t0 = v_mulhrs(v_sub_wrap(val0_0, val1_0), a10);
                    v_int16 t1 = v_mulhrs(v_sub_wrap(val0_1, val1_1), a32);
                    v_int16 t2 = v_mulhrs(v_sub_wrap(val0_2, val1_2), a54);
                    v_int16 t3 = v_mulhrs(v_sub_wrap(val0_3, val1_3), a76);

                    v_int16 r0 = v_add_wrap(val1_0, t0);
                    v_int16 r1 = v_add_wrap(val1_1, t1);
                    v_int16 r2 = v_add_wrap(val1_2, t2);
                    v_int16 r3 = v_add_wrap(val1_3, t3);

                    v_uint8 q0 = v_packus(r0, r1);
                    v_uint8 q1 = v_packus(r2, r3);

                    v_uint8 mask = v_setr_s8(0, 4, 8, 12, 2, 6, 10, 14, 1, 5, 9, 13, 3, 7, 11, 15);

                    v_uint8 q2 = v_shuffle_s8(q0, mask);
                    v_uint8 q3 = v_shuffle_s8(q1, mask);

                    v_uint8 q4 = v_blend_shiftleft<0xCC /*0b11001100*/, 4>(q2, q3);
                    v_uint8 q5 = v_blend_shiftright<0xCC /*0b11001100*/, 4>(q2, q3);

                    v_store_low(&dst[c][0][x], q4);
                    v_store_high(&dst[c][1][x], q4);
                    v_store_low(&dst[c][2][x], q5);
                    v_store_high(&dst[c][3][x], q5);
                }
            }

            if (x < outSz.width) {
                x = outSz.width - half_nlanes;
            }
        }

    } else {  // if any lpi
        for (int l = 0; l < lpi; ++l) {
            short beta0 = beta[l];

            // vertical pass
            GAPI_DbgAssert(inSz.width*chanNum >= half_nlanes);
            for (int w = 0; w < inSz.width*chanNum; ) {
                for (; w <= inSz.width*chanNum - half_nlanes; w += half_nlanes) {
                    v_int16 s0 = v_reinterpret_as_s16(vx_load_expand(&src0[l][w]));
                    v_int16 s1 = v_reinterpret_as_s16(vx_load_expand(&src1[l][w]));
                    v_int16 t = v_mulhrs(s0 - s1, beta0) + s1;
                    v_pack_u_store(tmp + w, t);
                }

                if (w < inSz.width*chanNum) {
                    w = inSz.width*chanNum - half_nlanes;
                }
            }

            // horizontal pass
            GAPI_DbgAssert(outSz.width >= half_nlanes);
            for (int x = 0; x < outSz.width; ) {
                for (; x <= outSz.width - half_nlanes && x >= 0; x += half_nlanes) {
                    for (int c = 0; c < chanNum; ++c) {
                        v_int16 a0 = vx_load(&alpha[x]);        // as signed Q1.1.14
                        v_int16 sx = vx_load(&mapsx[x]);        // as integer (int16)
                        v_int16 t0 = v_gather_chan<chanNum>(tmp, sx, c, 0);
                        v_int16 t1 = v_gather_chan<chanNum>(tmp, sx, c, 1);
                        v_int16 d = v_mulhrs(t0 - t1, a0) + t1;
                        v_pack_u_store(&dst[c][l][x], d);
                    }
                }

                if (x < outSz.width) {
                    x = outSz.width - half_nlanes;
                }
            }
        }
    }
}
#endif

// Resize (bi-linear, 8UC3)
void calcRowLinear_8U(C3, std::array<std::array<uint8_t*, 4>, 3> &dst,
                  const uint8_t *src0[],
                  const uint8_t *src1[],
                  const short    alpha[],
                  const short    clone[],  // 4 clones of alpha
                  const short    mapsx[],
                  const short    beta[],
                        uint8_t  tmp[],
                  const Size    &inSz,
                  const Size    &outSz,
                        int      lpi) {
    constexpr const int chanNum = 3;

    calcRowLinear_8UC_Impl_<chanNum>(dst, src0, src1, alpha, clone, mapsx, beta, tmp, inSz, outSz, lpi);
}

// Resize (bi-linear, 8UC4)
void calcRowLinear_8U(C4, std::array<std::array<uint8_t*, 4>, 4> &dst,
                  const uint8_t *src0[],
                  const uint8_t *src1[],
                  const short    alpha[],
                  const short    clone[],  // 4 clones of alpha
                  const short    mapsx[],
                  const short    beta[],
                        uint8_t  tmp[],
                  const Size    &inSz,
                  const Size    &outSz,
                        int      lpi) {
    constexpr const int chanNum = 4;
    calcRowLinear_8UC_Impl_<chanNum>(dst, src0, src1, alpha, clone, mapsx, beta, tmp, inSz, outSz, lpi);
}

// Resize (bi-linear, 32F)
void calcRowLinear_32F(float *dst[],
                 const float *src0[],
                 const float *src1[],
                 const float  alpha[],
                 const int    mapsx[],
                 const float  beta[],
                 const Size & inSz,
                 const Size & outSz,
                       int    lpi) {
    bool xRatioEq1 = inSz.width  == outSz.width;
    bool yRatioEq1 = inSz.height == outSz.height;

    if (!xRatioEq1 && !yRatioEq1) {
        for (int l = 0; l < lpi; l++) {
            float beta0 = beta[l];
            float beta1 = 1 - beta0;

            int x = 0;

        #if CV_SIMD128
            for (; x <= outSz.width - 4; x += 4) {
                v_float32x4 alpha0 = v_load(&alpha[x]);
            //  v_float32x4 alpha1 = 1.f - alpha0;

                v_int32x4 sx = v_load(&mapsx[x]);

                v_float32x4 s0l, s0h, s00, s01;
                v_gather_pairs(src0[l], sx, s0l, s0h);
                v_deinterleave(s0l, s0h, s00, s01);

            //  v_float32x4 res0 = s00*alpha0 + s01*alpha1;
                v_float32x4 res0 = v_fma(s00 - s01, alpha0, s01);

                v_float32x4 s1l, s1h, s10, s11;
                v_gather_pairs(src1[l], sx, s1l, s1h);
                v_deinterleave(s1l, s1h, s10, s11);

            //  v_float32x4 res1 = s10*alpha0 + s11*alpha1;
                v_float32x4 res1 = v_fma(s10 - s11, alpha0, s11);

            //  v_float32x4 d = res0*beta0 + res1*beta1;
                v_float32x4 d = v_fma(res0 - res1, beta0, res1);

                v_store(&dst[l][x], d);
            }
        #endif

            for (; x < outSz.width; x++) {
                float alpha0 = alpha[x];
                float alpha1 = 1 - alpha0;
                int   sx0 = mapsx[x];
                int   sx1 = sx0 + 1;
                float res0 = src0[l][sx0]*alpha0 + src0[l][sx1]*alpha1;
                float res1 = src1[l][sx0]*alpha0 + src1[l][sx1]*alpha1;
                dst[l][x] = beta0*res0 + beta1*res1;
            }
        }

    } else if (!xRatioEq1) {
        GAPI_DbgAssert(yRatioEq1);

        for (int l = 0; l < lpi; l++) {
            int x = 0;

        #if CV_SIMD128
            for (; x <= outSz.width - 4; x += 4) {
                v_float32x4 alpha0 = v_load(&alpha[x]);
            //  v_float32x4 alpha1 = 1.f - alpha0;

                v_int32x4 sx = v_load(&mapsx[x]);

                v_float32x4 s0l, s0h, s00, s01;
                v_gather_pairs(src0[l], sx, s0l, s0h);
                v_deinterleave(s0l, s0h, s00, s01);

            //  v_float32x4 d = s00*alpha0 + s01*alpha1;
                v_float32x4 d = v_fma(s00 - s01, alpha0, s01);

                v_store(&dst[l][x], d);
            }
        #endif

            for (; x < outSz.width; x++) {
                float alpha0 = alpha[x];
                float alpha1 = 1 - alpha0;
                int   sx0 = mapsx[x];
                int   sx1 = sx0 + 1;
                dst[l][x] = src0[l][sx0]*alpha0 + src0[l][sx1]*alpha1;
            }
        }

    } else if (!yRatioEq1) {
        GAPI_DbgAssert(xRatioEq1);
        int length = inSz.width;  // == outSz.width

        for (int l = 0; l < lpi; l++) {
            float beta0 = beta[l];
            float beta1 = 1 - beta0;

            int x = 0;

        #if CV_SIMD128
            for (; x <= length - 4; x += 4) {
                v_float32x4 s0 = v_load(&src0[l][x]);
                v_float32x4 s1 = v_load(&src1[l][x]);

            //  v_float32x4 d = s0*beta0 + s1*beta1;
                v_float32x4 d = v_fma(s0 - s1, beta0, s1);

                v_store(&dst[l][x], d);
            }
        #endif

            for (; x < length; x++) {
                dst[l][x] = beta0*src0[l][x] + beta1*src1[l][x];
            }
        }

    } else {
        GAPI_DbgAssert(xRatioEq1 && yRatioEq1);
        int length = inSz.width;  // == outSz.width
        for (int l = 0; l < lpi; l++) {
            memcpy(dst[l], src0[l], length * sizeof(float));
        }
    }
}

//------------------------------------------------------------------------------

void calcRowArea_8U(uchar dst[], const uchar *src[], const Size& inSz, const Size& outSz,
    Q0_16 yalpha, const MapperUnit8U &ymap, int xmaxdf, const short xindex[], const Q0_16 xalpha[],
    Q8_8 vbuf[]) {
    calcRowArea_impl(dst, src, inSz, outSz, yalpha, ymap, xmaxdf, xindex, xalpha, vbuf);
}

void calcRowArea_32F(float dst[], const float *src[], const Size& inSz, const Size& outSz,
    float yalpha, const MapperUnit32F& ymap, int xmaxdf, const int xindex[], const float xalpha[],
    float vbuf[]) {
    calcRowArea_impl(dst, src, inSz, outSz, yalpha, ymap, xmaxdf, xindex, xalpha, vbuf);
}

//------------------------------------------------------------------------------
#if USE_CVKL

// from: ie_preprocess_data.hpp
static inline uint8_t saturateU32toU8(uint32_t v) {
    return static_cast<uint8_t>(v > UINT8_MAX ? UINT8_MAX : v);
}

// from: ie_preprocess_data_sse42.cpp
static inline uint16_t mulq16(uint16_t a, uint16_t b) {
    return static_cast<uint16_t>(((uint32_t)a * (uint32_t)b) >> 16);
}

// extracted from: ie_preprocess_data_sse42.cpp
// (and reworked for 1-channel and fluid's src)
void calcRowArea_CVKL_U8_SSE42(const uchar  * src[],
                                     uchar    dst[],
                               const Size   & inSz,
                               const Size   & outSz,
                                     int      y,
                               const uint16_t xsi[],
                               const uint16_t ysi[],
                               const uint16_t xalpha[],
                               const uint16_t yalpha[],
                                     int      x_max_count,
                                     int      y_max_count,
                                     uint16_t vert_sum[]) {
    int dwidth  = outSz.width;
//  int dheight = outSz.height;
    int swidth  =  inSz.width;
    int sheight =  inSz.height;

    int vest_sum_size = 2*swidth;
//  uint16_t* vert_sum = yalpha + dheight*y_max_count;
    uint16_t* alpha0 = vert_sum + vest_sum_size;
    uint16_t* alpha1 = alpha0 + dwidth;
    uint16_t* alpha2 = alpha1 + dwidth;
    uint16_t* alpha3 = alpha2 + dwidth;
    uint16_t* sxid0 = alpha3 + dwidth;
    uint16_t* sxid1 = sxid0 + 4*dwidth;
    uint16_t* sxid2 = sxid1 + 4*dwidth;
    uint16_t* sxid3 = sxid2 + 4*dwidth;

    uint8_t * pdst_row  = dst;
    uint16_t* vert_sum_ = vert_sum;

    int ysi_row = ysi[y];

    memset(vert_sum_, 0, swidth * sizeof(uint16_t));

    for (int dy = 0; dy < y_max_count; dy++) {
        if (ysi_row + dy >= sheight)
            break;

        uint16_t yalpha_dy = yalpha[y * y_max_count + dy];
        const uint8_t *sptr_dy = src[dy];

        int x = 0;

        __m128i yalpha_dy_sse = _mm_set1_epi16(yalpha_dy);
        for (; x <= swidth - 16; x += 16) {
            __m128i sval = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sptr_dy + x));

            // sptr_dy[x] << 8
            __m128i sval_Q16_lo = _mm_unpacklo_epi8(_mm_setzero_si128(), sval);
            __m128i sval_Q16_hi = _mm_unpackhi_epi8(_mm_setzero_si128(), sval);

            __m128i vert_sum_lo = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + x + 0));
            __m128i vert_sum_hi = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + x + 8));

            vert_sum_lo = _mm_add_epi16(vert_sum_lo, _mm_mulhi_epu16(yalpha_dy_sse, sval_Q16_lo));
            vert_sum_hi = _mm_add_epi16(vert_sum_hi, _mm_mulhi_epu16(yalpha_dy_sse, sval_Q16_hi));

            _mm_storeu_si128(reinterpret_cast<__m128i*>(vert_sum_ + x + 0), vert_sum_lo);
            _mm_storeu_si128(reinterpret_cast<__m128i*>(vert_sum_ + x + 8), vert_sum_hi);
        }

        for (; x < swidth; x++) {
            vert_sum_[x] += mulq16(yalpha_dy, static_cast<uint16_t>(sptr_dy[x] << 8));
        }
    }

    if (x_max_count == 2) {
        int x = 0;
        for (; x <= dwidth - 8; x += 8) {
            __m128i res = _mm_set1_epi16(1 << (8 - 1));

            int id0 = xsi[x];

            __m128i chunk0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0));
            __m128i chunk1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0 + 8));

            __m128i sx0_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 2));
            __m128i sx0_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 2 + 8));

            __m128i sx1_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 2));
            __m128i sx1_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 2 + 8));

            __m128i vert_sum0 = _mm_or_si128(_mm_shuffle_epi8(chunk0, sx0_id0),
                                             _mm_shuffle_epi8(chunk1, sx0_id1));
            __m128i vert_sum1 = _mm_or_si128(_mm_shuffle_epi8(chunk0, sx1_id0),
                                             _mm_shuffle_epi8(chunk1, sx1_id1));

            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha0 + x)), vert_sum0));
            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha1 + x)), vert_sum1));

            res = _mm_srli_epi16(res, 8);
            res = _mm_packus_epi16(res, res);
            _mm_storel_epi64(reinterpret_cast<__m128i*>(pdst_row + x), res);
        }

        for (; x < dwidth; x++) {
            uint16_t res = 1 << (8 - 1);
            int id = xsi[x];
            res += mulq16(alpha0[x], vert_sum_[id + 0]);
            res += mulq16(alpha1[x], vert_sum_[id + 1]);
            pdst_row[x] = saturateU32toU8(res >> 8);
        }
    } else if (x_max_count == 3) {
        int x = 0;
        for (; x <= dwidth - 8; x += 8) {
            __m128i res = _mm_set1_epi16(1 << (8 - 1));

            int id0 = xsi[x];

            __m128i chunk0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0));
            __m128i chunk1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0 + 8));
            __m128i chunk2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0 + 16));

            __m128i sx0_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 3));
            __m128i sx0_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 3 + 8));
            __m128i sx0_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 3 + 16));

            __m128i sx1_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 3));
            __m128i sx1_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 3 + 8));
            __m128i sx1_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 3 + 16));

            __m128i sx2_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 3));
            __m128i sx2_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 3 + 8));
            __m128i sx2_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 3 + 16));

            __m128i vert_sum0 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx0_id0),
                                                          _mm_shuffle_epi8(chunk1, sx0_id1)),
                                             _mm_shuffle_epi8(chunk2, sx0_id2));
            __m128i vert_sum1 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx1_id0),
                                                          _mm_shuffle_epi8(chunk1, sx1_id1)),
                                             _mm_shuffle_epi8(chunk2, sx1_id2));
            __m128i vert_sum2 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx2_id0),
                                                          _mm_shuffle_epi8(chunk1, sx2_id1)),
                                             _mm_shuffle_epi8(chunk2, sx2_id2));

            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha0 + x)), vert_sum0));
            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha1 + x)), vert_sum1));
            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha2 + x)), vert_sum2));

            res = _mm_srli_epi16(res, 8);
            res = _mm_packus_epi16(res, res);
            _mm_storel_epi64(reinterpret_cast<__m128i*>(pdst_row + x), res);
        }

        for (; x < dwidth; x++) {
            uint16_t res = 1 << (8 - 1);
            int id = xsi[x];
            res += mulq16(alpha0[x], vert_sum_[id + 0]);
            res += mulq16(alpha1[x], vert_sum_[id + 1]);
            res += mulq16(alpha2[x], vert_sum_[id + 2]);
            pdst_row[x] = saturateU32toU8(res >> 8);
        }
    } else if (x_max_count == 4) {
        int x = 0;
        for (; x <= dwidth - 8; x += 8) {
            __m128i res = _mm_set1_epi16(1 << (8 - 1));

            int id0 = xsi[x];

            __m128i chunk0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0));
            __m128i chunk1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0 + 8));
            __m128i chunk2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0 + 16));
            __m128i chunk3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id0 + 24));

            __m128i sx0_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 4));
            __m128i sx0_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 4 + 8));
            __m128i sx0_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 4 + 16));
            __m128i sx0_id3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid0 + x * 4 + 24));

            __m128i sx1_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 4));
            __m128i sx1_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 4 + 8));
            __m128i sx1_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 4 + 16));
            __m128i sx1_id3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid1 + x * 4 + 24));

            __m128i sx2_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 4));
            __m128i sx2_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 4 + 8));
            __m128i sx2_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 4 + 16));
            __m128i sx2_id3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid2 + x * 4 + 24));

            __m128i sx3_id0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid3 + x * 4));
            __m128i sx3_id1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid3 + x * 4 + 8));
            __m128i sx3_id2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid3 + x * 4 + 16));
            __m128i sx3_id3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(sxid3 + x * 4 + 24));

            __m128i vert_sum0 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx0_id0),
                                                          _mm_shuffle_epi8(chunk1, sx0_id1)),
                                             _mm_or_si128(_mm_shuffle_epi8(chunk2, sx0_id2),
                                                          _mm_shuffle_epi8(chunk3, sx0_id3)));
            __m128i vert_sum1 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx1_id0),
                                                          _mm_shuffle_epi8(chunk1, sx1_id1)),
                                             _mm_or_si128(_mm_shuffle_epi8(chunk2, sx1_id2),
                                                          _mm_shuffle_epi8(chunk3, sx1_id3)));
            __m128i vert_sum2 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx2_id0),
                                                          _mm_shuffle_epi8(chunk1, sx2_id1)),
                                             _mm_or_si128(_mm_shuffle_epi8(chunk2, sx2_id2),
                                                          _mm_shuffle_epi8(chunk3, sx2_id3)));
            __m128i vert_sum3 = _mm_or_si128(_mm_or_si128(_mm_shuffle_epi8(chunk0, sx3_id0),
                                                          _mm_shuffle_epi8(chunk1, sx3_id1)),
                                             _mm_or_si128(_mm_shuffle_epi8(chunk2, sx3_id2),
                                                          _mm_shuffle_epi8(chunk3, sx3_id3)));

            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha0 + x)), vert_sum0));
            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha1 + x)), vert_sum1));
            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha2 + x)), vert_sum2));
            res = _mm_add_epi16(res, _mm_mulhi_epu16(_mm_loadu_si128(reinterpret_cast<const __m128i*>(alpha3 + x)), vert_sum3));

            res = _mm_srli_epi16(res, 8);
            res = _mm_packus_epi16(res, res);
            _mm_storel_epi64(reinterpret_cast<__m128i*>(pdst_row + x), res);
        }

        for (; x < dwidth; x++) {
            uint16_t res = 1 << (8 - 1);
            int id = xsi[x];
            res += mulq16(alpha0[x], vert_sum_[id + 0]);
            res += mulq16(alpha1[x], vert_sum_[id + 1]);
            res += mulq16(alpha2[x], vert_sum_[id + 2]);
            res += mulq16(alpha3[x], vert_sum_[id + 3]);
            pdst_row[x] = saturateU32toU8(res >> 8);
        }
    } else if (x_max_count <= 7) {
        int x = 0;
        for (; x <= dwidth - 8; x += 8) {
            __m128i res = _mm_set1_epi16(1 << (16 - 8 - 1));
            for (int i = 0; i < x_max_count; i++) {
                __m128i valpha = _mm_setr_epi16(xalpha[x * x_max_count + x_max_count * 0 + i],
                                                xalpha[x * x_max_count + x_max_count * 1 + i],
                                                xalpha[x * x_max_count + x_max_count * 2 + i],
                                                xalpha[x * x_max_count + x_max_count * 3 + i],
                                                xalpha[x * x_max_count + x_max_count * 4 + i],
                                                xalpha[x * x_max_count + x_max_count * 5 + i],
                                                xalpha[x * x_max_count + x_max_count * 6 + i],
                                                xalpha[x * x_max_count + x_max_count * 7 + i]);
                __m128i vvert_sum = _mm_setr_epi16(vert_sum_[xsi[x + 0] + i],
                                                   vert_sum_[xsi[x + 1] + i],
                                                   vert_sum_[xsi[x + 2] + i],
                                                   vert_sum_[xsi[x + 3] + i],
                                                   vert_sum_[xsi[x + 4] + i],
                                                   vert_sum_[xsi[x + 5] + i],
                                                   vert_sum_[xsi[x + 6] + i],
                                                   vert_sum_[xsi[x + 7] + i]);

                res = _mm_add_epi16(res, _mm_mulhi_epu16(valpha, vvert_sum));
            }
            res = _mm_srli_epi16(res, 8);
            res = _mm_packus_epi16(res, res);
            _mm_storel_epi64(reinterpret_cast<__m128i*>(pdst_row + x), res);
        }

        for (; x < dwidth; x++) {
            uint16_t res = 1 << (8 - 1);
            for (int i = 0; i < x_max_count; i++) {
                uint16_t a = xalpha[x * x_max_count + i];
                int sx = xsi[x] + i;

                res += mulq16(a, vert_sum_[sx]);
            }
            pdst_row[x] = saturateU32toU8(res >> 8);
        }
    } else {
        for (int x = 0; x < dwidth; x++) {
            uint16_t res = 1 << (8 - 1);
            __m128i vres = _mm_setzero_si128();
            int id = xsi[x];

            int i = 0;
            for (; i <= x_max_count - 8; i += 8) {
                __m128i a = _mm_loadu_si128(reinterpret_cast<const __m128i*>(xalpha + x * x_max_count + i));
                __m128i s = _mm_loadu_si128(reinterpret_cast<const __m128i*>(vert_sum_ + id + i));

                vres = _mm_add_epi16(vres, _mm_mulhi_epu16(a, s));
            }
            vres = _mm_add_epi16(vres, _mm_slli_si128(vres, 2));
            vres = _mm_add_epi16(vres, _mm_slli_si128(vres, 4));
            vres = _mm_add_epi16(vres, _mm_slli_si128(vres, 8));
            res += static_cast<uint16_t>(_mm_extract_epi16(vres, 7));

            for (; i < x_max_count; i++) {
                uint16_t a = xalpha[x * x_max_count + i];
                uint16_t s = vert_sum_[id + i];

                res += mulq16(a, s);
            }

            pdst_row[x] = saturateU32toU8(res >> 8);
        }
    }
}

#endif  // CVKL
//------------------------------------------------------------------------------

void mergeRow_8UC2(const uint8_t in0[],
                   const uint8_t in1[],
                         uint8_t out[],
                             int length) {
    mergeRow_8UC2_Impl(in0, in1, out, length);
}

void mergeRow_8UC3(const uint8_t in0[],
                   const uint8_t in1[],
                   const uint8_t in2[],
                         uint8_t out[],
                             int length) {
    mergeRow_8UC3_Impl(in0, in1, in2, out, length);
}

void mergeRow_8UC4(const uint8_t in0[],
                   const uint8_t in1[],
                   const uint8_t in2[],
                   const uint8_t in3[],
                         uint8_t out[],
                             int length) {
    mergeRow_8UC4_Impl(in0, in1, in2, in3, out, length);
}

void mergeRow_32FC2(const float in0[],
                    const float in1[],
                          float out[],
                            int length) {
    mergeRow_32FC2_Impl(in0, in1, out, length);
}

void mergeRow_32FC3(const float in0[],
                    const float in1[],
                    const float in2[],
                          float out[],
                            int length) {
    mergeRow_32FC3_Impl(in0, in1, in2, out, length);
}

void mergeRow_32FC4(const float in0[],
                    const float in1[],
                    const float in2[],
                    const float in3[],
                          float out[],
                            int length) {
    mergeRow_32FC4_Impl(in0, in1, in2, in3, out, length);
}

void splitRow_8UC2(const uint8_t in[],
                         uint8_t out0[],
                         uint8_t out1[],
                             int length) {
    splitRow_8UC2_Impl(in, out0, out1, length);
}

void splitRow_8UC3(const uint8_t in[],
                         uint8_t out0[],
                         uint8_t out1[],
                         uint8_t out2[],
                             int length) {
    splitRow_8UC3_Impl(in, out0, out1, out2, length);
}

void splitRow_8UC4(const uint8_t in[],
                         uint8_t out0[],
                         uint8_t out1[],
                         uint8_t out2[],
                         uint8_t out3[],
                             int length) {
    splitRow_8UC4_Impl(in, out0, out1, out2, out3, length);
}

void splitRow_32FC2(const float in[],
                          float out0[],
                          float out1[],
                            int length) {
    splitRow_32FC2_Impl(in, out0, out1, length);
}

void splitRow_32FC3(const float in[],
                          float out0[],
                          float out1[],
                          float out2[],
                            int length) {
    splitRow_32FC3_Impl(in, out0, out1, out2, length);
}

void splitRow_32FC4(const float in[],
                          float out0[],
                          float out1[],
                          float out2[],
                          float out3[],
                            int length) {
    splitRow_32FC4_Impl(in, out0, out1, out2, out3, length);
}

void calculate_nv12_to_rgb(const  uchar **srcY,
                           const  uchar *srcUV,
                                  uchar **dstRGBx,
                                    int width) {
    calculate_nv12_to_rgb_impl(srcY, srcUV, dstRGBx, width);
}

void calculate_i420_to_rgb(const  uchar **srcY,
                           const  uchar *srcU,
                           const  uchar *srcV,
                                  uchar **dstRGBx,
                                    int width) {
    calculate_i420_to_rgb_impl(srcY, srcU, srcV, dstRGBx, width);
}

void copyRow_8U(const uint8_t in[],
                 uint8_t out[],
                 int length) {
    copyRow_8U_impl(in, out, length);
}

void copyRow_32F(const float in[],
                 float out[],
                 int length) {
    copyRow_32F_impl(in, out, length);
}

}  // namespace kernels
}  // namespace gapi
}  // namespace InferenceEngine
