524 lines
20 KiB
C++
524 lines
20 KiB
C++
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// Tencent is pleased to support the open source community by making ncnn available.
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//
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// Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved.
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//
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// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
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// in compliance with the License. You may obtain a copy of the License at
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//
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// https://opensource.org/licenses/BSD-3-Clause
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//
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// Unless required by applicable law or agreed to in writing, software distributed
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// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
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// CONDITIONS OF ANY KIND, either express or implied. See the License for the
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// specific language governing permissions and limitations under the License.
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#include "layer/interp.h"
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#include "testutil.h"
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static int test_interp(const ncnn::Mat& a, int resize_type, float height_scale, float width_scale, int output_height, int output_width)
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{
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ncnn::ParamDict pd;
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pd.set(0, resize_type);
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pd.set(1, height_scale);
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pd.set(2, width_scale);
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pd.set(3, output_height);
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pd.set(4, output_width);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Interp>("Interp", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_interp failed a.dims=%d a=(%d %d %d) resize_type=%d height_scale=%f width_scale=%f output_height=%d output_width=%d\n", a.dims, a.w, a.h, a.c, resize_type, height_scale, width_scale, output_height, output_width);
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}
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return ret;
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}
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static int test_interp_ref(const ncnn::Mat& a, int resize_type, int output_height, int output_width)
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{
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ncnn::ParamDict pd;
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pd.set(0, resize_type);
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pd.set(5, 1);
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std::vector<ncnn::Mat> as(2);
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as[0] = a;
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as[1] = ncnn::Mat(output_width, output_height, 1);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Interp>("Interp", pd, weights, as);
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if (ret != 0)
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{
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fprintf(stderr, "test_interp_ref failed a.dims=%d a=(%d %d %d) resize_type=%d output_height=%d output_width=%d\n", a.dims, a.w, a.h, a.c, resize_type, output_height, output_width);
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}
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return ret;
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}
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static int test_interp_align_corner(const ncnn::Mat& a, int resize_type, float height_scale, float width_scale, int output_height, int output_width, int align_corner)
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{
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ncnn::ParamDict pd;
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pd.set(0, resize_type);
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pd.set(1, height_scale);
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pd.set(2, width_scale);
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pd.set(3, output_height);
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pd.set(4, output_width);
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pd.set(6, align_corner);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Interp>("Interp", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_interp failed a.dims=%d a=(%d %d %d) resize_type=%d height_scale=%f width_scale=%f output_height=%d output_width=%d align_corner=%d\n", a.dims, a.w, a.h, a.c, resize_type, height_scale, width_scale, output_height, output_width, align_corner);
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}
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return ret;
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}
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static int test_interp(const ncnn::Mat& a, int resize_type, float width_scale, int output_width)
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{
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ncnn::ParamDict pd;
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pd.set(0, resize_type);
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pd.set(1, 1.f);
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pd.set(2, width_scale);
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pd.set(3, 0);
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pd.set(4, output_width);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Interp>("Interp", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_interp failed a.dims=%d a=(%d %d %d) resize_type=%d width_scale=%f output_width=%d\n", a.dims, a.w, a.h, a.c, resize_type, width_scale, output_width);
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}
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return ret;
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}
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static int test_interp_ref(const ncnn::Mat& a, int resize_type, int output_width)
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{
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ncnn::ParamDict pd;
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pd.set(0, resize_type);
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pd.set(5, 1);
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std::vector<ncnn::Mat> as(2);
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as[0] = a;
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as[1] = ncnn::Mat(output_width, 1);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Interp>("Interp", pd, weights, as);
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if (ret != 0)
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{
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fprintf(stderr, "test_interp_ref failed a.dims=%d a=(%d %d %d) resize_type=%d output_width=%d\n", a.dims, a.w, a.h, a.c, resize_type, output_width);
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}
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return ret;
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}
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static int test_interp_align_corner(const ncnn::Mat& a, int resize_type, float width_scale, int output_width, int align_corner)
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{
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ncnn::ParamDict pd;
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pd.set(0, resize_type);
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pd.set(1, 1.f);
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pd.set(2, width_scale);
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pd.set(3, 0);
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pd.set(4, output_width);
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pd.set(6, align_corner);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Interp>("Interp", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_interp failed a.dims=%d a=(%d %d %d) resize_type=%d width_scale=%f output_width=%d align_corner=%d\n", a.dims, a.w, a.h, a.c, resize_type, width_scale, output_width, align_corner);
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}
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return ret;
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}
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static int test_interp_0()
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{
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ncnn::Mat a = RandomMat(15, 16, 7);
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ncnn::Mat b = RandomMat(14, 17, 12);
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ncnn::Mat c = RandomMat(13, 14, 32);
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return 0
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|| test_interp(a, 1, 2.f, 2.f, 0, 0)
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|| test_interp(a, 1, 4.f, 0.5f, 0, 0)
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|| test_interp(a, 1, 1.2f, 1.2f, 0, 0)
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|| test_interp(a, 1, 0.8f, 0.8f, 0, 0)
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|| test_interp(a, 1, 1.f, 1.f, 10, 12)
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|| test_interp(a, 1, 1.f, 1.f, 2, 2)
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|| test_interp(a, 1, 1.f, 1.f, 15, 16)
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|| test_interp_ref(a, 1, 10, 12)
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|| test_interp_ref(a, 1, 2, 2)
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|| test_interp_ref(a, 1, 15, 16)
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|| test_interp(b, 1, 2.f, 2.f, 0, 0)
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|| test_interp(b, 1, 4.f, 0.5f, 0, 0)
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|| test_interp(b, 1, 1.2f, 1.2f, 0, 0)
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|| test_interp(b, 1, 0.8f, 0.8f, 0, 0)
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|| test_interp(b, 1, 1.f, 1.f, 10, 12)
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|| test_interp(b, 1, 1.f, 1.f, 2, 2)
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|| test_interp(b, 1, 1.f, 1.f, 14, 17)
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|| test_interp_ref(b, 1, 10, 12)
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|| test_interp_ref(b, 1, 2, 2)
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|| test_interp_ref(b, 1, 14, 17)
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|| test_interp(c, 1, 2.f, 2.f, 0, 0)
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|| test_interp(c, 1, 4.f, 0.5f, 0, 0)
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|| test_interp(c, 1, 1.2f, 1.2f, 0, 0)
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|| test_interp(c, 1, 0.8f, 0.8f, 0, 0)
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|| test_interp(c, 1, 1.f, 1.f, 10, 12)
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|| test_interp(c, 1, 1.f, 1.f, 2, 2)
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|| test_interp(c, 1, 1.f, 1.f, 14, 17)
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|| test_interp_ref(c, 1, 10, 12)
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|| test_interp_ref(c, 1, 2, 2)
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|| test_interp_ref(c, 1, 14, 17);
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}
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static int test_interp_1()
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{
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ncnn::Mat a = RandomMat(15, 16, 7);
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ncnn::Mat b = RandomMat(14, 17, 12);
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ncnn::Mat c = RandomMat(13, 14, 32);
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return 0
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|| test_interp(a, 2, 2.f, 2.f, 0, 0)
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|| test_interp(a, 2, 4.f, 0.5f, 0, 0)
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|| test_interp(a, 2, 1.2f, 1.2f, 0, 0)
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|| test_interp(a, 2, 0.8f, 0.8f, 0, 0)
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|| test_interp(a, 2, 1.f, 1.f, 10, 12)
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|| test_interp(a, 2, 1.f, 1.f, 2, 2)
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|| test_interp(a, 2, 1.f, 1.f, 15, 16)
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|| test_interp_align_corner(a, 2, 2.f, 2.f, 0, 0, 1)
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|| test_interp_align_corner(a, 2, 4.f, 0.5f, 0, 0, 1)
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|| test_interp_align_corner(a, 2, 1.2f, 1.2f, 0, 0, 1)
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|| test_interp_align_corner(a, 2, 0.8f, 0.8f, 0, 0, 1)
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|| test_interp_align_corner(a, 2, 1.f, 1.f, 10, 12, 1)
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|| test_interp_align_corner(a, 2, 1.f, 1.f, 2, 2, 1)
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|| test_interp_align_corner(a, 2, 1.f, 1.f, 15, 16, 1)
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|| test_interp_ref(a, 2, 10, 12)
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|| test_interp_ref(a, 2, 2, 2)
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|| test_interp_ref(a, 2, 15, 16)
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|| test_interp(b, 2, 2.f, 2.f, 0, 0)
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|| test_interp(b, 2, 4.f, 0.5f, 0, 0)
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|| test_interp(b, 2, 1.2f, 1.2f, 0, 0)
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|| test_interp(b, 2, 0.8f, 0.8f, 0, 0)
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|| test_interp(b, 2, 1.f, 1.f, 10, 12)
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|| test_interp(b, 2, 1.f, 1.f, 2, 2)
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|| test_interp(b, 2, 1.f, 1.f, 14, 17)
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|| test_interp_align_corner(b, 2, 2.f, 2.f, 0, 0, 1)
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|| test_interp_align_corner(b, 2, 4.f, 0.5f, 0, 0, 1)
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|| test_interp_align_corner(b, 2, 1.2f, 1.2f, 0, 0, 1)
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|| test_interp_align_corner(b, 2, 0.8f, 0.8f, 0, 0, 1)
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|| test_interp_align_corner(b, 2, 1.f, 1.f, 10, 12, 1)
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|| test_interp_align_corner(b, 2, 1.f, 1.f, 2, 2, 1)
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|| test_interp_align_corner(b, 2, 1.f, 1.f, 14, 17, 1)
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|| test_interp_ref(b, 2, 10, 12)
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|| test_interp_ref(b, 2, 2, 2)
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|| test_interp_ref(b, 2, 14, 17)
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|| test_interp(c, 2, 2.f, 2.f, 0, 0)
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|| test_interp(c, 2, 4.f, 0.5f, 0, 0)
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|| test_interp(c, 2, 1.2f, 1.2f, 0, 0)
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|| test_interp(c, 2, 0.8f, 0.8f, 0, 0)
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|| test_interp(c, 2, 1.f, 1.f, 10, 12)
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|| test_interp(c, 2, 1.f, 1.f, 2, 2)
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|| test_interp(c, 2, 1.f, 1.f, 14, 17)
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|| test_interp_align_corner(c, 2, 2.f, 2.f, 0, 0, 1)
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|| test_interp_align_corner(c, 2, 4.f, 0.5f, 0, 0, 1)
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|| test_interp_align_corner(c, 2, 1.2f, 1.2f, 0, 0, 1)
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|| test_interp_align_corner(c, 2, 0.8f, 0.8f, 0, 0, 1)
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|| test_interp_align_corner(c, 2, 1.f, 1.f, 10, 12, 1)
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|| test_interp_align_corner(c, 2, 1.f, 1.f, 2, 2, 1)
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|| test_interp_align_corner(c, 2, 1.f, 1.f, 14, 17, 1)
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|| test_interp_ref(c, 2, 10, 12)
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|| test_interp_ref(c, 2, 2, 2)
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|| test_interp_ref(c, 2, 14, 17);
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}
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static int test_interp_2()
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{
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ncnn::Mat a = RandomMat(16, 17, 13);
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ncnn::Mat b = RandomMat(18, 19, 12);
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ncnn::Mat c = RandomMat(13, 14, 32);
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return 0
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|| test_interp(a, 3, 2.f, 2.f, 0, 0)
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|| test_interp(a, 3, 4.f, 0.5f, 0, 0)
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|| test_interp(a, 3, 1.2f, 1.2f, 0, 0)
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|| test_interp(a, 3, 0.8f, 0.8f, 0, 0)
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|| test_interp(a, 3, 1.f, 1.f, 10, 12)
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|| test_interp(a, 3, 1.f, 1.f, 2, 2)
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|| test_interp(a, 3, 1.f, 1.f, 6, 7)
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|| test_interp(a, 3, 1.f, 1.f, 16, 17)
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|| test_interp_align_corner(a, 3, 2.f, 2.f, 0, 0, 1)
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|| test_interp_align_corner(a, 3, 4.f, 0.5f, 0, 0, 1)
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|| test_interp_align_corner(a, 3, 1.2f, 1.2f, 0, 0, 1)
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|| test_interp_align_corner(a, 3, 0.8f, 0.8f, 0, 0, 1)
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|| test_interp_align_corner(a, 3, 1.f, 1.f, 10, 12, 1)
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|| test_interp_align_corner(a, 3, 1.f, 1.f, 2, 2, 1)
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|| test_interp_align_corner(a, 3, 1.f, 1.f, 6, 7, 1)
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|| test_interp_align_corner(a, 3, 1.f, 1.f, 16, 17, 1)
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|| test_interp_ref(a, 3, 2, 2)
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|| test_interp_ref(a, 3, 6, 7)
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|| test_interp_ref(a, 3, 16, 17)
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|| test_interp(b, 3, 2.f, 2.f, 0, 0)
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|| test_interp(b, 3, 4.f, 0.5f, 0, 0)
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|| test_interp(b, 3, 1.2f, 1.2f, 0, 0)
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|| test_interp(b, 3, 0.8f, 0.8f, 0, 0)
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|| test_interp(b, 3, 1.f, 1.f, 10, 12)
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|| test_interp(b, 3, 1.f, 1.f, 2, 2)
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|| test_interp(b, 3, 1.f, 1.f, 6, 7)
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|| test_interp(b, 3, 1.f, 1.f, 18, 19)
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|| test_interp_align_corner(b, 3, 2.f, 2.f, 0, 0, 1)
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|| test_interp_align_corner(b, 3, 4.f, 0.5f, 0, 0, 1)
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|| test_interp_align_corner(b, 3, 1.2f, 1.2f, 0, 0, 1)
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|
|
|| test_interp_align_corner(b, 3, 0.8f, 0.8f, 0, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 1.f, 10, 12, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 1.f, 2, 2, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 1.f, 6, 7, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 1.f, 18, 19, 1)
|
||
|
|
|| test_interp_ref(b, 3, 2, 2)
|
||
|
|
|| test_interp_ref(b, 3, 6, 7)
|
||
|
|
|| test_interp_ref(b, 3, 18, 19)
|
||
|
|
|
||
|
|
|| test_interp(c, 3, 2.f, 2.f, 0, 0)
|
||
|
|
|| test_interp(c, 3, 4.f, 0.5f, 0, 0)
|
||
|
|
|| test_interp(c, 3, 1.2f, 1.2f, 0, 0)
|
||
|
|
|| test_interp(c, 3, 0.8f, 0.8f, 0, 0)
|
||
|
|
|| test_interp(c, 3, 1.f, 1.f, 10, 12)
|
||
|
|
|| test_interp(c, 3, 1.f, 1.f, 2, 2)
|
||
|
|
|| test_interp(c, 3, 1.f, 1.f, 6, 7)
|
||
|
|
|| test_interp(c, 3, 1.f, 1.f, 18, 19)
|
||
|
|
|| test_interp_align_corner(c, 3, 2.f, 2.f, 0, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 4.f, 0.5f, 0, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.2f, 1.2f, 0, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 0.8f, 0.8f, 0, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 1.f, 10, 12, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 1.f, 2, 2, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 1.f, 6, 7, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 1.f, 18, 19, 1)
|
||
|
|
|| test_interp_ref(c, 3, 2, 2)
|
||
|
|
|| test_interp_ref(c, 3, 6, 7)
|
||
|
|
|| test_interp_ref(c, 3, 18, 19);
|
||
|
|
}
|
||
|
|
|
||
|
|
static int test_interp_3()
|
||
|
|
{
|
||
|
|
ncnn::Mat a = RandomMat(15, 7);
|
||
|
|
ncnn::Mat b = RandomMat(14, 12);
|
||
|
|
ncnn::Mat c = RandomMat(13, 32);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_interp(a, 1, 2.f, 0)
|
||
|
|
|| test_interp(a, 1, 0.5f, 0)
|
||
|
|
|| test_interp(a, 1, 1.2f, 0)
|
||
|
|
|| test_interp(a, 1, 0.8f, 0)
|
||
|
|
|| test_interp(a, 1, 1.f, 12)
|
||
|
|
|| test_interp(a, 1, 1.f, 2)
|
||
|
|
|| test_interp(a, 1, 1.f, 16)
|
||
|
|
|| test_interp_ref(a, 1, 12)
|
||
|
|
|| test_interp_ref(a, 1, 2)
|
||
|
|
|| test_interp_ref(a, 1, 16)
|
||
|
|
|
||
|
|
|| test_interp(b, 1, 2.f, 0)
|
||
|
|
|| test_interp(b, 1, 0.5f, 0)
|
||
|
|
|| test_interp(b, 1, 1.2f, 0)
|
||
|
|
|| test_interp(b, 1, 0.8f, 0)
|
||
|
|
|| test_interp(b, 1, 1.f, 12)
|
||
|
|
|| test_interp(b, 1, 1.f, 2)
|
||
|
|
|| test_interp(b, 1, 1.f, 17)
|
||
|
|
|| test_interp_ref(b, 1, 12)
|
||
|
|
|| test_interp_ref(b, 1, 2)
|
||
|
|
|| test_interp_ref(b, 1, 17)
|
||
|
|
|
||
|
|
|| test_interp(c, 1, 2.f, 0)
|
||
|
|
|| test_interp(c, 1, 0.5f, 0)
|
||
|
|
|| test_interp(c, 1, 1.2f, 0)
|
||
|
|
|| test_interp(c, 1, 0.8f, 0)
|
||
|
|
|| test_interp(c, 1, 1.f, 12)
|
||
|
|
|| test_interp(c, 1, 1.f, 2)
|
||
|
|
|| test_interp(c, 1, 1.f, 17)
|
||
|
|
|| test_interp_ref(c, 1, 12)
|
||
|
|
|| test_interp_ref(c, 1, 2)
|
||
|
|
|| test_interp_ref(c, 1, 17);
|
||
|
|
}
|
||
|
|
|
||
|
|
static int test_interp_4()
|
||
|
|
{
|
||
|
|
ncnn::Mat a = RandomMat(15, 7);
|
||
|
|
ncnn::Mat b = RandomMat(14, 12);
|
||
|
|
ncnn::Mat c = RandomMat(13, 32);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_interp(a, 2, 2.f, 0)
|
||
|
|
|| test_interp(a, 2, 0.5f, 0)
|
||
|
|
|| test_interp(a, 2, 1.2f, 0)
|
||
|
|
|| test_interp(a, 2, 0.8f, 0)
|
||
|
|
|| test_interp(a, 2, 1.f, 12)
|
||
|
|
|| test_interp(a, 2, 1.f, 2)
|
||
|
|
|| test_interp(a, 2, 1.f, 16)
|
||
|
|
|| test_interp_align_corner(a, 2, 2.f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 2, 0.5f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 2, 1.2f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 2, 0.8f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 2, 1.f, 12, 1)
|
||
|
|
|| test_interp_align_corner(a, 2, 1.f, 2, 1)
|
||
|
|
|| test_interp_align_corner(a, 2, 1.f, 16, 1)
|
||
|
|
|| test_interp_ref(a, 2, 12)
|
||
|
|
|| test_interp_ref(a, 2, 2)
|
||
|
|
|| test_interp_ref(a, 2, 16)
|
||
|
|
|
||
|
|
|| test_interp(b, 2, 2.f, 0)
|
||
|
|
|| test_interp(b, 2, 0.5f, 0)
|
||
|
|
|| test_interp(b, 2, 1.2f, 0)
|
||
|
|
|| test_interp(b, 2, 0.8f, 0)
|
||
|
|
|| test_interp(b, 2, 1.f, 12)
|
||
|
|
|| test_interp(b, 2, 1.f, 2)
|
||
|
|
|| test_interp(b, 2, 1.f, 17)
|
||
|
|
|| test_interp_align_corner(b, 2, 2.f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 2, 0.5f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 2, 1.2f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 2, 0.8f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 2, 1.f, 12, 1)
|
||
|
|
|| test_interp_align_corner(b, 2, 1.f, 2, 1)
|
||
|
|
|| test_interp_align_corner(b, 2, 1.f, 17, 1)
|
||
|
|
|| test_interp_ref(b, 2, 12)
|
||
|
|
|| test_interp_ref(b, 2, 2)
|
||
|
|
|| test_interp_ref(b, 2, 17)
|
||
|
|
|
||
|
|
|| test_interp(c, 2, 2.f, 0)
|
||
|
|
|| test_interp(c, 2, 0.5f, 0)
|
||
|
|
|| test_interp(c, 2, 1.2f, 0)
|
||
|
|
|| test_interp(c, 2, 0.8f, 0)
|
||
|
|
|| test_interp(c, 2, 1.f, 12)
|
||
|
|
|| test_interp(c, 2, 1.f, 2)
|
||
|
|
|| test_interp(c, 2, 1.f, 17)
|
||
|
|
|| test_interp_align_corner(c, 2, 2.f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 2, 0.5f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 2, 1.2f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 2, 0.8f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 2, 1.f, 12, 1)
|
||
|
|
|| test_interp_align_corner(c, 2, 1.f, 2, 1)
|
||
|
|
|| test_interp_align_corner(c, 2, 1.f, 17, 1)
|
||
|
|
|| test_interp_ref(c, 2, 12)
|
||
|
|
|| test_interp_ref(c, 2, 2)
|
||
|
|
|| test_interp_ref(c, 2, 17);
|
||
|
|
}
|
||
|
|
|
||
|
|
static int test_interp_5()
|
||
|
|
{
|
||
|
|
ncnn::Mat a = RandomMat(16, 13);
|
||
|
|
ncnn::Mat b = RandomMat(18, 12);
|
||
|
|
ncnn::Mat c = RandomMat(13, 32);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_interp(a, 3, 2.f, 0)
|
||
|
|
|| test_interp(a, 3, 0.5f, 0)
|
||
|
|
|| test_interp(a, 3, 1.2f, 0)
|
||
|
|
|| test_interp(a, 3, 0.8f, 0)
|
||
|
|
|| test_interp(a, 3, 1.f, 12)
|
||
|
|
|| test_interp(a, 3, 1.f, 2)
|
||
|
|
|| test_interp(a, 3, 1.f, 7)
|
||
|
|
|| test_interp(a, 3, 1.f, 17)
|
||
|
|
|| test_interp_align_corner(a, 3, 2.f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 0.5f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 1.2f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 0.8f, 0, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 1.f, 12, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 1.f, 2, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 1.f, 7, 1)
|
||
|
|
|| test_interp_align_corner(a, 3, 1.f, 17, 1)
|
||
|
|
|| test_interp_ref(a, 3, 2)
|
||
|
|
|| test_interp_ref(a, 3, 7)
|
||
|
|
|| test_interp_ref(a, 3, 17)
|
||
|
|
|
||
|
|
|| test_interp(b, 3, 2.f, 0)
|
||
|
|
|| test_interp(b, 3, 0.5f, 0)
|
||
|
|
|| test_interp(b, 3, 1.2f, 0)
|
||
|
|
|| test_interp(b, 3, 0.8f, 0)
|
||
|
|
|| test_interp(b, 3, 1.f, 12)
|
||
|
|
|| test_interp(b, 3, 1.f, 2)
|
||
|
|
|| test_interp(b, 3, 1.f, 7)
|
||
|
|
|| test_interp(b, 3, 1.f, 19)
|
||
|
|
|| test_interp_align_corner(b, 3, 2.f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 0.5f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.2f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 0.8f, 0, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 12, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 2, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 7, 1)
|
||
|
|
|| test_interp_align_corner(b, 3, 1.f, 19, 1)
|
||
|
|
|| test_interp_ref(b, 3, 2)
|
||
|
|
|| test_interp_ref(b, 3, 7)
|
||
|
|
|| test_interp_ref(b, 3, 19)
|
||
|
|
|
||
|
|
|| test_interp(c, 3, 2.f, 0)
|
||
|
|
|| test_interp(c, 3, 0.5f, 0)
|
||
|
|
|| test_interp(c, 3, 1.2f, 0)
|
||
|
|
|| test_interp(c, 3, 0.8f, 0)
|
||
|
|
|| test_interp(c, 3, 1.f, 12)
|
||
|
|
|| test_interp(c, 3, 1.f, 2)
|
||
|
|
|| test_interp(c, 3, 1.f, 7)
|
||
|
|
|| test_interp(c, 3, 1.f, 19)
|
||
|
|
|| test_interp_align_corner(c, 3, 2.f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 0.5f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.2f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 0.8f, 0, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 12, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 2, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 7, 1)
|
||
|
|
|| test_interp_align_corner(c, 3, 1.f, 19, 1)
|
||
|
|
|| test_interp_ref(c, 3, 2)
|
||
|
|
|| test_interp_ref(c, 3, 7)
|
||
|
|
|| test_interp_ref(c, 3, 19);
|
||
|
|
}
|
||
|
|
|
||
|
|
static int test_interp_6()
|
||
|
|
{
|
||
|
|
ncnn::Mat a = RandomMat(17);
|
||
|
|
ncnn::Mat b = RandomMat(20);
|
||
|
|
ncnn::Mat c = RandomMat(48);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_interp(a, 1, 2.f, 3.f, 0, 0)
|
||
|
|
|| test_interp(a, 1, 1.f, 1.f, 10, 12)
|
||
|
|
|| test_interp(a, 1, 1.f, 1.f, 15, 16)
|
||
|
|
|| test_interp_ref(a, 1, 10, 12)
|
||
|
|
|| test_interp_ref(a, 1, 4, 4)
|
||
|
|
|| test_interp_ref(a, 1, 15, 16)
|
||
|
|
|
||
|
|
|| test_interp(b, 1, 4.f, 5.f, 0, 0)
|
||
|
|
|| test_interp(b, 1, 1.f, 1.f, 10, 12)
|
||
|
|
|| test_interp(b, 1, 1.f, 1.f, 14, 17)
|
||
|
|
|| test_interp_ref(b, 1, 5, 5)
|
||
|
|
|| test_interp_ref(b, 1, 14, 17)
|
||
|
|
|
||
|
|
|| test_interp(c, 1, 6.f, 7.f, 0, 0)
|
||
|
|
|| test_interp(c, 1, 1.f, 1.f, 10, 12)
|
||
|
|
|| test_interp(c, 1, 1.f, 1.f, 14, 17)
|
||
|
|
|| test_interp_ref(c, 1, 6, 6)
|
||
|
|
|| test_interp_ref(c, 1, 14, 17);
|
||
|
|
}
|
||
|
|
|
||
|
|
int main()
|
||
|
|
{
|
||
|
|
SRAND(7767517);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_interp_0()
|
||
|
|
|| test_interp_1()
|
||
|
|
|| test_interp_2()
|
||
|
|
|| test_interp_3()
|
||
|
|
|| test_interp_4()
|
||
|
|
|| test_interp_5()
|
||
|
|
|| test_interp_6();
|
||
|
|
}
|