// Copyright 2020 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" static std::vector IntArray(int a0) { std::vector m(1); m[0] = a0; return m; } static std::vector IntArray(int a0, int a1) { std::vector m(2); m[0] = a0; m[1] = a1; return m; } static std::vector IntArray(int a0, int a1, int a2) { std::vector m(3); m[0] = a0; m[1] = a1; m[2] = a2; return m; } static std::vector IntArray(int a0, int a1, int a2, int a3) { std::vector m(4); m[0] = a0; m[1] = a1; m[2] = a2; m[3] = a3; return m; } static void print_int_array(const std::vector& a) { fprintf(stderr, "["); for (size_t i = 0; i < a.size(); i++) { fprintf(stderr, " %d", a[i]); } fprintf(stderr, " ]"); } static int test_slice(const ncnn::Mat& a, const std::vector& slices_array, int axis) { ncnn::Mat slices(slices_array.size()); { int* p = slices; for (size_t i = 0; i < slices_array.size(); i++) { p[i] = slices_array[i]; } } ncnn::ParamDict pd; pd.set(0, slices); pd.set(1, axis); std::vector weights(0); std::vector a0(1); a0[0] = a; int ret = test_layer("Slice", pd, weights, a0, slices.w); if (ret != 0) { fprintf(stderr, "test_slice failed a.dims=%d a=(%d %d %d %d)", a.dims, a.w, a.h, a.d, a.c); fprintf(stderr, " slices="); print_int_array(slices_array); fprintf(stderr, " axis=%d\n", axis); } return ret; } static int test_slice_indices(const ncnn::Mat& a, const std::vector& indices_array, int axis) { ncnn::Mat indices(indices_array.size()); { int* p = indices; for (size_t i = 0; i < indices_array.size(); i++) { p[i] = indices_array[i]; } } ncnn::ParamDict pd; pd.set(1, axis); pd.set(2, indices); std::vector weights(0); std::vector a0(1); a0[0] = a; int ret = test_layer("Slice", pd, weights, a0, indices.w); if (ret != 0) { fprintf(stderr, "test_slice_indices failed a.dims=%d a=(%d %d %d %d)", a.dims, a.w, a.h, a.d, a.c); fprintf(stderr, " indices="); print_int_array(indices_array); fprintf(stderr, " axis=%d\n", axis); } return ret; } static int test_slice_0() { ncnn::Mat a[] = { RandomMat(30, 32, 36, 48), RandomMat(36, 30, 32, 51), RandomMat(30, 32, 36, 60) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { int ret = 0 || test_slice(a[i], IntArray(-233, -233, -233), 0) || test_slice(a[i], IntArray(-233, -233, -233), 1) || test_slice(a[i], IntArray(-233, -233, -233), -2) || test_slice(a[i], IntArray(-233, -233, -233), 3) || test_slice(a[i], IntArray(3, 12, 16, -233), 0) || test_slice(a[i], IntArray(12, 16, -233), 0) || test_slice(a[i], IntArray(32, 8, -233), 0) || test_slice(a[i], IntArray(2, 12, 16, -233), 1) || test_slice(a[i], IntArray(16, 4, 5, -233), -2) || test_slice(a[i], IntArray(8, 2, 16, -233), 3) || test_slice_indices(a[i], IntArray(2, -24, -8), 0) || test_slice_indices(a[i], IntArray(4, 20, 4), 1) || test_slice_indices(a[i], IntArray(16, -16), -2) || test_slice_indices(a[i], IntArray(1, -12), 3); if (ret != 0) return ret; } return 0; } static int test_slice_1() { ncnn::Mat a[] = { RandomMat(51, 36, 48), RandomMat(48, 48, 51), RandomMat(51, 36, 60) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { int ret = 0 || test_slice(a[i], IntArray(-233, -233, -233), 0) || test_slice(a[i], IntArray(-233, -233, -233), 1) || test_slice(a[i], IntArray(-233, -233, -233), -1) || test_slice(a[i], IntArray(3, 12, 16, -233), 0) || test_slice(a[i], IntArray(12, 16, -233), 0) || test_slice(a[i], IntArray(32, 8, -233), 0) || test_slice(a[i], IntArray(2, 12, 16, -233), 1) || test_slice(a[i], IntArray(16, 4, 5, -233), -1) || test_slice_indices(a[i], IntArray(2, -24, -8), 0) || test_slice_indices(a[i], IntArray(4, 20, 4), 1) || test_slice_indices(a[i], IntArray(1, -12), 2); if (ret != 0) return ret; } return 0; } static int test_slice_2() { ncnn::Mat a[] = { RandomMat(36, 48), RandomMat(48, 51), RandomMat(36, 60) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { int ret = 0 || test_slice(a[i], IntArray(-233, -233, -233), 0) || test_slice(a[i], IntArray(-233, -233, -233), -1) || test_slice(a[i], IntArray(3, 12, 16, -233), 0) || test_slice(a[i], IntArray(12, 16, -233), 0) || test_slice(a[i], IntArray(32, 8, -233), -2) || test_slice(a[i], IntArray(2, 12, 16, -233), -1) || test_slice_indices(a[i], IntArray(2, -24, -8), 0) || test_slice_indices(a[i], IntArray(1, -12), 1); if (ret != 0) return ret; } return 0; } static int test_slice_3() { ncnn::Mat a[] = { RandomMat(48), RandomMat(51), RandomMat(60) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { int ret = 0 || test_slice(a[i], IntArray(-233, -233, -233), 0) || test_slice(a[i], IntArray(3, 12, 16, -233), 0) || test_slice(a[i], IntArray(12, 16, -233), 0) || test_slice(a[i], IntArray(32, 8, -233), -1) || test_slice_indices(a[i], IntArray(2, -24, -8), 0); if (ret != 0) return ret; } return 0; } int main() { SRAND(7767517); return 0 || test_slice_0() || test_slice_1() || test_slice_2() || test_slice_3(); }