mirror of
https://github.com/Tencent/ncnn.git
synced 2026-10-17 04:41:47 +08:00
losewayy
299 lines
8.0 KiB
C++
299 lines
8.0 KiB
C++
// Copyright 2022 Tencent
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// SPDX-License-Identifier: BSD-3-Clause
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#include "testutil.h"
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#include "layer_type.h"
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#include <limits.h>
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static int test_tile(const ncnn::Mat& a, int axis, int tiles)
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{
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ncnn::ParamDict pd;
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pd.set(0, axis);
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pd.set(1, tiles);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer("Tile", pd, weights, a);
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if (ret != 0)
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{
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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);
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}
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return ret;
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}
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static std::vector<int> IntArray(int a0)
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{
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std::vector<int> m(1);
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m[0] = a0;
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return m;
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}
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static std::vector<int> IntArray(int a0, int a1)
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{
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std::vector<int> m(2);
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m[0] = a0;
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m[1] = a1;
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return m;
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}
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static std::vector<int> IntArray(int a0, int a1, int a2)
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{
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std::vector<int> m(3);
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m[0] = a0;
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m[1] = a1;
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m[2] = a2;
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return m;
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}
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static std::vector<int> IntArray(int a0, int a1, int a2, int a3)
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{
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std::vector<int> m(4);
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m[0] = a0;
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m[1] = a1;
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m[2] = a2;
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m[3] = a3;
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return m;
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}
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static void print_int_array(const std::vector<int>& a)
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{
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fprintf(stderr, "[");
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for (size_t i = 0; i < a.size(); i++)
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{
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fprintf(stderr, " %d", a[i]);
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}
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fprintf(stderr, " ]");
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}
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static int test_tile(const ncnn::Mat& a, const std::vector<int>& repeats_array)
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{
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ncnn::Mat repeats(repeats_array.size());
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{
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int* p = repeats;
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for (size_t i = 0; i < repeats_array.size(); i++)
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{
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p[i] = repeats_array[i];
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}
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}
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ncnn::ParamDict pd;
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pd.set(2, repeats);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer("Tile", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_tile failed a.dims=%d a=(%d %d %d %d) repeats=", a.dims, a.w, a.h, a.d, a.c);
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print_int_array(repeats_array);
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fprintf(stderr, "\n");
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}
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return ret;
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}
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static int test_tile_0()
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{
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ncnn::Mat a = RandomMat(5, 6, 7, 24);
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ncnn::Mat b = RandomMat(7, 8, 9, 12);
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ncnn::Mat c = RandomMat(3, 4, 5, 13);
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return 0
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|| test_tile(a, 0, 3)
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|| test_tile(a, 1, 4)
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|| test_tile(a, 2, 5)
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|| test_tile(a, 3, 2)
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|| test_tile(b, 0, 3)
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|| test_tile(b, 1, 4)
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|| test_tile(b, 2, 1)
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|| test_tile(b, 3, 2)
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|| test_tile(c, 0, 3)
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|| test_tile(c, 0, 4)
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|| test_tile(c, 1, 4)
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|| test_tile(c, 2, 5)
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|| test_tile(c, 3, 2)
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|| test_tile(a, IntArray(3))
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|| test_tile(a, IntArray(2, 4))
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|| test_tile(a, IntArray(2, 2, 5))
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|| test_tile(a, IntArray(3, 1, 3, 2))
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|| test_tile(b, IntArray(3, 1))
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|| test_tile(b, IntArray(4, 1, 4))
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|| test_tile(b, IntArray(2, 2, 2, 1))
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|| test_tile(b, IntArray(3, 2, 1))
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|| test_tile(c, IntArray(3))
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|| test_tile(c, IntArray(1, 1, 4))
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|| test_tile(c, IntArray(2, 2, 5))
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|| test_tile(c, IntArray(3, 2, 1, 9));
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}
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static int test_tile_1()
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{
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ncnn::Mat a = RandomMat(5, 7, 24);
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ncnn::Mat b = RandomMat(7, 9, 12);
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ncnn::Mat c = RandomMat(3, 5, 13);
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return 0
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|| test_tile(a, 0, 5)
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|| test_tile(a, 1, 4)
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|| test_tile(a, 2, 4)
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|| test_tile(b, 0, 3)
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|| test_tile(b, 1, 3)
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|| test_tile(b, 2, 3)
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|| test_tile(c, 0, 1)
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|| test_tile(c, 0, 4)
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|| test_tile(c, 1, 2)
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|| test_tile(c, 2, 2)
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|| test_tile(a, IntArray(5))
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|| test_tile(a, IntArray(1, 4))
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|| test_tile(a, IntArray(2, 1, 4))
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|| test_tile(a, IntArray(1, 2, 1, 4))
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|| test_tile(b, IntArray(3))
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|| test_tile(b, IntArray(1, 3, 3))
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|| test_tile(b, IntArray(2, 3))
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|| test_tile(b, IntArray(2, 3, 3, 3))
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|| test_tile(c, IntArray(1))
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|| test_tile(c, IntArray(2, 1))
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|| test_tile(c, IntArray(2, 2, 2))
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|| test_tile(c, IntArray(2, 1, 2, 1));
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}
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static int test_tile_2()
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{
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ncnn::Mat a = RandomMat(15, 24);
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ncnn::Mat b = RandomMat(17, 12);
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ncnn::Mat c = RandomMat(19, 13);
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return 0
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|| test_tile(a, 0, 2)
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|| test_tile(a, 1, 1)
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|| test_tile(b, 0, 3)
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|| test_tile(b, 1, 4)
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|| test_tile(c, 0, 4)
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|| test_tile(c, 0, 5)
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|| test_tile(c, 1, 6)
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|| test_tile(a, IntArray(2))
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|| test_tile(a, IntArray(1, 1))
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|| test_tile(a, IntArray(4, 1, 1))
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|| test_tile(a, IntArray(2, 4, 4, 1))
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|| test_tile(b, IntArray(3))
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|| test_tile(b, IntArray(2, 4))
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|| test_tile(b, IntArray(2, 4, 3, 1))
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|| test_tile(b, IntArray(1, 2, 1, 4))
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|| test_tile(c, IntArray(5))
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|| test_tile(c, IntArray(6, 1))
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|| test_tile(c, IntArray(4, 1))
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|| test_tile(c, IntArray(6, 1, 6))
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|| test_tile(c, IntArray(3, 2, 1, 1));
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}
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static int test_tile_3()
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{
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ncnn::Mat a = RandomMat(128);
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ncnn::Mat b = RandomMat(124);
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ncnn::Mat c = RandomMat(127);
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return 0
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|| test_tile(a, 0, 1)
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|| test_tile(a, 0, 2)
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|| test_tile(b, 0, 3)
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|| test_tile(c, 0, 4)
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|| test_tile(a, IntArray(10))
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|| test_tile(a, IntArray(10, 1))
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|| test_tile(a, IntArray(5, 2, 1))
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|| test_tile(a, IntArray(2, 2, 2, 3))
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|| test_tile(b, IntArray(2))
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|| test_tile(b, IntArray(2, 2))
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|| test_tile(b, IntArray(2, 2, 1))
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|| test_tile(b, IntArray(4, 1, 2, 2))
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|| test_tile(c, IntArray(3))
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|| test_tile(c, IntArray(4, 3))
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|| test_tile(c, IntArray(1))
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|| test_tile(c, IntArray(1, 1))
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|| test_tile(c, IntArray(1, 1, 1))
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|| test_tile(c, IntArray(1, 3, 2, 2));
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}
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static ncnn::Mat param_int_array(int size, int value)
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{
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ncnn::Mat m(size);
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int* p = m;
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for (int i = 0; i < size; i++)
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p[i] = value;
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return m;
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}
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#if NCNN_VALIDATION
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static int test_tile_load_param()
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{
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ncnn::ParamDict base;
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base.set(2, param_int_array(1, 1));
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if (test_layer_param(ncnn::LayerType::Tile, base, 0)
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, ncnn::Mat(0), 0))
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return -1;
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ncnn::Mat missing_data(0);
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missing_data.w = 1;
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return 0
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, missing_data, -1)
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, ncnn::Mat(1, (size_t)1u), -1)
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, ncnn::Mat(1, 2), -1)
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, 1.f, -1)
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, param_int_array(5, 1), -1)
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|| test_layer_param(ncnn::LayerType::Tile, base, 2, param_int_array(1, INT_MIN), -1);
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}
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static int test_tile_load_param_axis()
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{
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ncnn::ParamDict base;
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for (int i = 0; i <= 3; i++)
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{
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if (test_layer_param(ncnn::LayerType::Tile, base, 0, i, 0) != 0)
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return -1;
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}
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ncnn::ParamDict empty = base;
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empty.set(2, ncnn::Mat(0));
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// repeats overrides axis
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ncnn::ParamDict repeats = base;
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repeats.set(2, param_int_array(1, 1));
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const int invalid[] = {-1, 4, INT_MIN, INT_MAX};
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for (int i = 0; i < 4; i++)
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{
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int ret = 0
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|| test_layer_param(ncnn::LayerType::Tile, base, 0, invalid[i], -1)
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|| test_layer_param(ncnn::LayerType::Tile, empty, 0, invalid[i], -1)
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|| test_layer_param(ncnn::LayerType::Tile, repeats, 0, invalid[i], 0);
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if (ret != 0)
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return ret;
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}
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return 0;
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}
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#endif // NCNN_VALIDATION
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int main()
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{
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SRAND(7767517);
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return 0
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|| test_tile_0()
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|| test_tile_1()
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|| test_tile_2()
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|| test_tile_3()
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#if NCNN_VALIDATION
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|| test_tile_load_param()
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|| test_tile_load_param_axis()
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#endif // NCNN_VALIDATION
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;
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}
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