// Copyright 2022 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" #include "layer_type.h" static int test_unfold(int w, int h, int c, int kernel_w, int kernel_h, int dilation_w, int dilation_h, int stride_w, int stride_h, int pad_w, int pad_h, float pad_value) { ncnn::Mat a = RandomMat(w, h, c); ncnn::ParamDict pd; pd.set(1, kernel_w); pd.set(11, kernel_h); pd.set(2, dilation_w); pd.set(12, dilation_h); pd.set(3, stride_w); pd.set(13, stride_h); pd.set(4, pad_w); pd.set(14, pad_h); pd.set(18, pad_value); std::vector weights(0); int ret = test_layer("Unfold", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_unfold failed w=%d h=%d c=%d kernel=%d,%d dilation=%d,%d stride=%d,%d pad=%d,%d pad_value=%f\n", w, h, c, kernel_w, kernel_h, dilation_w, dilation_h, stride_w, stride_h, pad_w, pad_h, pad_value); } return ret; } static int test_unfold_0() { return 0 || test_unfold(32, 32, 11, 3, 3, 1, 1, 1, 1, 0, 0, 0.f) || test_unfold(32, 32, 12, 4, 2, 1, 1, 1, 2, 2, 2, -0.5f) || test_unfold(32, 32, 16, 3, 2, 2, 1, 1, 1, 4, 2, 2.f); } static int test_unfold_1() { return 0 || test_unfold(32, 32, 11, 3, 3, 1, 1, 1, 1, -233, -233, -0.5f) || test_unfold(32, 32, 12, 4, 2, 1, 1, 1, 2, -234, -234, 0.f) || test_unfold(32, 32, 16, 3, 2, 2, 1, 1, 1, -233, -233, 1.f); } #if NCNN_VALIDATION static int test_unfold_load_param() { ncnn::ParamDict base; base.set(1, 3); if (test_layer_param(ncnn::LayerType::Unfold, base, 0) != 0) return -1; if (test_layer_param(ncnn::LayerType::Unfold, base, 3, 0, -1) != 0) return -1; { ncnn::ParamDict pd = base; pd.set(3, 1); pd.set(1, 65536); if (test_layer_param(ncnn::LayerType::Unfold, pd, -1) != 0) return -1; } return 0; } #endif // NCNN_VALIDATION int main() { SRAND(7767517); return 0 || test_unfold_0() || test_unfold_1() #if NCNN_VALIDATION || test_unfold_load_param() #endif // NCNN_VALIDATION ; }