ncnn/tests/test_tile.cpp

// Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2022 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// 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.

#include "testutil.h"

static int test_tile(const ncnn::Mat& a, int axis, int tiles)
{
    ncnn::ParamDict pd;
    pd.set(0, axis);
    pd.set(1, tiles);

    std::vector<ncnn::Mat> weights(0);

    int ret = test_layer("Tile", pd, weights, a);
    if (ret != 0)
    {
        fprintf(stderr, "test_tile failed a.dims=%d a=(%d %d %d %d) axis=%d tiles=%d\n", a.dims, a.w, a.h, a.d, a.c, axis, tiles);
    }

    return ret;
}

static ncnn::Mat IntArrayMat(int a0)
{
    ncnn::Mat m(1);
    int* p = m;
    p[0] = a0;
    return m;
}

static ncnn::Mat IntArrayMat(int a0, int a1)
{
    ncnn::Mat m(2);
    int* p = m;
    p[0] = a0;
    p[1] = a1;
    return m;
}

static ncnn::Mat IntArrayMat(int a0, int a1, int a2)
{
    ncnn::Mat m(3);
    int* p = m;
    p[0] = a0;
    p[1] = a1;
    p[2] = a2;
    return m;
}

static ncnn::Mat IntArrayMat(int a0, int a1, int a2, int a3)
{
    ncnn::Mat m(4);
    int* p = m;
    p[0] = a0;
    p[1] = a1;
    p[2] = a2;
    p[3] = a3;
    return m;
}

static void print_int_array(const ncnn::Mat& a)
{
    const int* pa = a;

    fprintf(stderr, "[");
    for (int i = 0; i < a.w; i++)
    {
        fprintf(stderr, " %d", pa[i]);
    }
    fprintf(stderr, " ]");
}

static int test_tile(const ncnn::Mat& a, const ncnn::Mat& repeats)
{
    ncnn::ParamDict pd;
    pd.set(2, repeats);

    std::vector<ncnn::Mat> weights(0);

    int ret = test_layer("Tile", pd, weights, a);
    if (ret != 0)
    {
        fprintf(stderr, "test_tile failed a.dims=%d a=(%d %d %d %d) repeats=", a.dims, a.w, a.h, a.d, a.c);
        print_int_array(repeats);
        fprintf(stderr, "\n");
    }

    return ret;
}

static int test_tile_0()
{
    ncnn::Mat a = RandomMat(5, 6, 7, 24);
    ncnn::Mat b = RandomMat(7, 8, 9, 12);
    ncnn::Mat c = RandomMat(3, 4, 5, 13);

    return 0
           || test_tile(a, 0, 3)
           || test_tile(a, 1, 4)
           || test_tile(a, 2, 5)
           || test_tile(a, 3, 2)
           || test_tile(b, 0, 3)
           || test_tile(b, 1, 4)
           || test_tile(b, 2, 1)
           || test_tile(b, 3, 2)
           || test_tile(c, 0, 3)
           || test_tile(c, 1, 4)
           || test_tile(c, 2, 5)
           || test_tile(c, 3, 2)

           || test_tile(a, IntArrayMat(3))
           || test_tile(a, IntArrayMat(2, 4))
           || test_tile(a, IntArrayMat(2, 2, 5))
           || test_tile(a, IntArrayMat(3, 1, 3, 2))
           || test_tile(b, IntArrayMat(3, 1))
           || test_tile(b, IntArrayMat(4, 1, 4))
           || test_tile(b, IntArrayMat(2, 2, 2, 1))
           || test_tile(b, IntArrayMat(3, 2, 1))
           || test_tile(c, IntArrayMat(3))
           || test_tile(c, IntArrayMat(1, 1, 4))
           || test_tile(c, IntArrayMat(2, 2, 5))
           || test_tile(c, IntArrayMat(3, 2, 1, 9));
}

static int test_tile_1()
{
    ncnn::Mat a = RandomMat(5, 7, 24);
    ncnn::Mat b = RandomMat(7, 9, 12);
    ncnn::Mat c = RandomMat(3, 5, 13);

    return 0
           || test_tile(a, 0, 5)
           || test_tile(a, 1, 4)
           || test_tile(a, 2, 4)
           || test_tile(b, 0, 3)
           || test_tile(b, 1, 3)
           || test_tile(b, 2, 3)
           || test_tile(c, 0, 1)
           || test_tile(c, 1, 2)
           || test_tile(c, 2, 2)

           || test_tile(a, IntArrayMat(5))
           || test_tile(a, IntArrayMat(1, 4))
           || test_tile(a, IntArrayMat(2, 1, 4))
           || test_tile(a, IntArrayMat(1, 2, 1, 4))
           || test_tile(b, IntArrayMat(3))
           || test_tile(b, IntArrayMat(1, 3, 3))
           || test_tile(b, IntArrayMat(2, 3))
           || test_tile(b, IntArrayMat(2, 3, 3, 3))
           || test_tile(c, IntArrayMat(1))
           || test_tile(c, IntArrayMat(2, 1))
           || test_tile(c, IntArrayMat(2, 2, 2))
           || test_tile(c, IntArrayMat(2, 1, 2, 1));
}

static int test_tile_2()
{
    ncnn::Mat a = RandomMat(15, 24);
    ncnn::Mat b = RandomMat(17, 12);
    ncnn::Mat c = RandomMat(19, 13);

    return 0
           || test_tile(a, 0, 2)
           || test_tile(a, 1, 1)
           || test_tile(b, 0, 3)
           || test_tile(b, 1, 4)
           || test_tile(c, 0, 5)
           || test_tile(c, 1, 6)

           || test_tile(a, IntArrayMat(2))
           || test_tile(a, IntArrayMat(1, 1))
           || test_tile(a, IntArrayMat(4, 1, 1))
           || test_tile(a, IntArrayMat(2, 4, 4, 1))
           || test_tile(b, IntArrayMat(3))
           || test_tile(b, IntArrayMat(2, 4))
           || test_tile(b, IntArrayMat(2, 4, 3, 1))
           || test_tile(b, IntArrayMat(1, 2, 1, 4))
           || test_tile(c, IntArrayMat(5))
           || test_tile(c, IntArrayMat(6, 1))
           || test_tile(c, IntArrayMat(6, 1, 6))
           || test_tile(c, IntArrayMat(3, 2, 1, 1));
}

static int test_tile_3()
{
    ncnn::Mat a = RandomMat(128);
    ncnn::Mat b = RandomMat(124);
    ncnn::Mat c = RandomMat(127);

    return 0
           || test_tile(a, 0, 1)
           || test_tile(a, 0, 2)
           || test_tile(b, 0, 3)
           || test_tile(c, 0, 4)

           || test_tile(a, IntArrayMat(10))
           || test_tile(a, IntArrayMat(10, 1))
           || test_tile(a, IntArrayMat(5, 2, 1))
           || test_tile(a, IntArrayMat(2, 2, 2, 3))
           || test_tile(b, IntArrayMat(2))
           || test_tile(b, IntArrayMat(2, 2))
           || test_tile(b, IntArrayMat(2, 2, 1))
           || test_tile(b, IntArrayMat(4, 1, 2, 2))
           || test_tile(c, IntArrayMat(3))
           || test_tile(c, IntArrayMat(4, 3))
           || test_tile(c, IntArrayMat(1))
           || test_tile(c, IntArrayMat(1, 1))
           || test_tile(c, IntArrayMat(1, 1, 1))
           || test_tile(c, IntArrayMat(1, 3, 2, 2));
}

int main()
{
    SRAND(7767517);

    return 0
           || test_tile_0()
           || test_tile_1()
           || test_tile_2()
           || test_tile_3();
}