cavis/libnd4j/tests_cpu/layers_tests/LoopCoordsHelperTests.cpp

/*******************************************************************************
 * Copyright (c) 2019 Konduit K.K.
 *
 * This program and the accompanying materials are made available under the
 * terms of the Apache License, Version 2.0 which is available at
 * https://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.
 *
 * SPDX-License-Identifier: Apache-2.0
 ******************************************************************************/

 //
 // @author Abdelrauf
 //

#include "testlayers.h"
#include <helpers/LoopsCoordsHelper.h>
#include <type_traits>
using namespace sd;

class LoopCoordsHelper : public testing::Test {
public:

};


template<size_t Rank, size_t rankIndex = 0, bool Last_Index_Faster = true>
FORCEINLINE
typename std::enable_if<(Rank - 1 == rankIndex), bool>::type
eq_strides(CoordsState<Rank - 1>& cbs, const Nd4jLong* strides) {
    return STRIDE(cbs, rankIndex) == strides[rankIndex];
}

template<size_t Rank, size_t rankIndex = 0>
FORCEINLINE
typename std::enable_if<(Rank - 1 != rankIndex), bool>::type
eq_strides(CoordsState<Rank - 1>& cbs, const Nd4jLong* strides) {
    return STRIDE(cbs, rankIndex) == strides[rankIndex] && eq_strides<Rank, rankIndex + 1>(cbs, strides);
}

template<size_t Rank, size_t rankIndex = 0, bool Last_Index_Faster = true>
FORCEINLINE
typename std::enable_if<(Rank - 1 == rankIndex), bool>::type
eq_zip_strides(ZipCoordsState<Rank - 1>& cbs, const Nd4jLong* strides1, const Nd4jLong* strides2) {
    return ZIP_STRIDE1(cbs, rankIndex) == strides1[rankIndex] && ZIP_STRIDE2(cbs, rankIndex) == strides2[rankIndex];
}

template<size_t Rank, size_t rankIndex = 0>
FORCEINLINE
typename std::enable_if<(Rank - 1 != rankIndex), bool>::type
eq_zip_strides(ZipCoordsState<Rank - 1>& cbs, const Nd4jLong* strides1, const Nd4jLong* strides2) {
    return ZIP_STRIDE1(cbs, rankIndex) == strides1[rankIndex] && ZIP_STRIDE2(cbs, rankIndex) == strides2[rankIndex]
        && eq_zip_strides<Rank, rankIndex + 1>(cbs, strides1, strides2);
}

 


TEST_F(LoopCoordsHelper, Init_Tests) {

    constexpr size_t test_Index = 131;
    constexpr size_t Rank = 5;

    Nd4jLong shape[Rank] = { 3, 5 ,7, 8, 9};
    Nd4jLong multiply_st[] = { 2,3,3,5,6,7,9,3 };
    Nd4jLong strides_c[Rank]  ;
    Nd4jLong strides_f[Rank];

    Nd4jLong coords[Rank];
    Nd4jLong coords_f[Rank];

    strides_f[0] = multiply_st[0] * shape[0];
    strides_c[Rank-1] = multiply_st[Rank-1] * shape[Rank-1];

    for (int i = 1; i < Rank; i++) {
        strides_f[i] = strides_f[i - 1] * multiply_st[i] * shape[i];
    }

    for (int i = Rank-2; i >=0; i--) {
        strides_c[i] = strides_c[i+1] * multiply_st[i] * shape[i];
    }

    //init our base coords
    index2coords_C(test_Index, Rank, shape, coords);
    index2coords_F(test_Index, Rank, shape, coords_f);


    size_t offset_calc = offset_from_coords(strides_c, coords, Rank);
    size_t offset_calc_f = offset_from_coords(strides_f, coords_f, Rank);

    CoordsState<Rank-1> cts;
    CoordsState<Rank-1> cts_f;

    ZipCoordsState<Rank-1> zcts;
    ZipCoordsState<Rank-1> zcts_f;

    size_t offset   =  init_coords<Rank>(cts, test_Index, shape, strides_c);
    size_t offset_f =  init_coords<Rank,0,false>(cts_f, test_Index, shape, strides_f);

    zip_size_t zoffset = init_coords<Rank>(zcts, test_Index, shape, strides_c, strides_c);
    zip_size_t zoffset_f =  init_coords<Rank, 0, false>(zcts_f, test_Index, shape, strides_f, strides_f);
 
    ASSERT_TRUE(eq_coords<Rank>(cts, coords));
    ASSERT_TRUE(eq_coords<Rank>(cts_f, coords_f));

    ASSERT_TRUE(eq_zip_coords<Rank>(zcts, coords));
    ASSERT_TRUE(eq_zip_coords<Rank>(zcts_f, coords_f));

    ASSERT_TRUE(eq_strides<Rank>(cts,strides_c));
    ASSERT_TRUE(eq_strides<Rank>(cts_f,strides_f));

    ASSERT_TRUE(eq_zip_strides<Rank>(zcts, strides_c, strides_c));
    ASSERT_TRUE(eq_zip_strides<Rank>(zcts_f, strides_f, strides_f));


    ASSERT_EQ(offset , offset_calc);
    ASSERT_EQ(zoffset.first , offset_calc);
    ASSERT_EQ(zoffset.second , offset_calc);
    ASSERT_EQ(offset_f , offset_calc_f);
    ASSERT_EQ(zoffset_f.first , offset_calc_f);
    ASSERT_EQ(zoffset_f.second , offset_calc_f);
}
 
TEST_F(LoopCoordsHelper, Increment_Use_Tests) {


    constexpr size_t Rank = 4;

    Nd4jLong shape[Rank] = { 3, 5 ,7, 8 };
    Nd4jLong multiply_st[] = { 2,3,3,5,6,7,9,3 };
    Nd4jLong strides_c[Rank];
    Nd4jLong strides_f[Rank];

    Nd4jLong coords[Rank] = {};
    Nd4jLong coords_f[Rank] = {};
    Nd4jLong coords2[Rank] = {};
    Nd4jLong coords2_f[Rank] = {};
    Nd4jLong zcoords2[Rank] = {};
    Nd4jLong zcoords2_f[Rank] = {};

    strides_f[0] = multiply_st[0] * shape[0];
    strides_c[Rank - 1] = multiply_st[Rank - 1] * shape[Rank - 1];

    for (int i = 1; i < Rank; i++) {
        strides_f[i] = strides_f[i - 1] * multiply_st[i] * shape[i];
    }

    for (int i = Rank - 2; i >= 0; i--) {
        strides_c[i] = strides_c[i + 1] * multiply_st[i] * shape[i];
    }

    int total = 1;
    for (int i = 0; i < Rank; i++) {
        total *= shape[i];
    }

    CoordsState<Rank - 1> cts;
    CoordsState<Rank - 1> cts_f;

    ZipCoordsState<Rank - 1> zcts;
    ZipCoordsState<Rank - 1> zcts_f;

    size_t offset = init_coords<Rank>(cts, 0, shape, strides_c);
    size_t offset_f = init_coords<Rank, 0, false>(cts_f, 0, shape, strides_f);

    zip_size_t zoffset = init_coords<Rank>(zcts, 0, shape, strides_c, strides_c);
    zip_size_t zoffset_f = init_coords<Rank, 0, false>(zcts_f, 0, shape, strides_f, strides_f);

    size_t offset2    = 0;
    size_t offset2_f  = 0;
    zip_size_t zoffset2   = {};
    zip_size_t zoffset2_f = {};

    for (int j = 0; j < total; j++) {


        index2coords_C(j, Rank, shape, coords);
        index2coords_F(j, Rank, shape, coords_f);

        size_t offset_calc = offset_from_coords(strides_c, coords, Rank);
        size_t offset_calc_f = offset_from_coords(strides_f, coords_f, Rank);


        ASSERT_TRUE(eq_coords<Rank>(cts, coords));
        ASSERT_TRUE(eq_coords<Rank>(cts_f, coords_f));

        ASSERT_TRUE(eq_zip_coords<Rank>(zcts, coords));
        ASSERT_TRUE(eq_zip_coords<Rank>(zcts_f, coords_f));

        ASSERT_EQ(offset, offset_calc);
        ASSERT_EQ(zoffset.first, offset_calc);
        ASSERT_EQ(zoffset.second, offset_calc);
        ASSERT_EQ(offset_f, offset_calc_f);
        ASSERT_EQ(zoffset_f.first, offset_calc_f);
        ASSERT_EQ(zoffset_f.second, offset_calc_f);


        ASSERT_EQ(offset2, offset_calc);
        ASSERT_EQ(zoffset2.first, offset_calc);
        ASSERT_EQ(zoffset2.second, offset_calc);
        ASSERT_EQ(offset2_f, offset_calc_f);
        ASSERT_EQ(zoffset2_f.first, offset_calc_f);
        ASSERT_EQ(zoffset2_f.second, offset_calc_f);

        offset      = inc_coords<Rank>(cts, offset);
        offset_f    = inc_coords<Rank,0,false>(cts_f, offset_f);
        zoffset     = inc_coords<Rank>(zcts, zoffset);
        zoffset_f   = inc_coords<Rank, 0, false>(zcts_f, zoffset_f);

        offset2     = inc_coords(shape,strides_c, coords2, offset2, Rank);
        offset2_f   = inc_coords<false>(shape, strides_f, coords2_f, offset2_f, Rank);
        zoffset2    = inc_coords(shape, strides_c, strides_c, zcoords2, zoffset2, Rank);
        zoffset2_f  = inc_coords<false>(shape, strides_f, strides_f, zcoords2_f, zoffset2_f, Rank);

    }
 
}