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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 "testutil.h" |
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#include "layer/crop.h" |
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static int test_crop(const ncnn::Mat& a, int woffset, int hoffset, int coffset, int outw, int outh, int outc, int woffset2, int hoffset2, int coffset2, bool use_packing_layout) |
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{ |
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ncnn::ParamDict pd; |
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pd.set(0, woffset);// woffset |
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pd.set(1, hoffset);// hoffset |
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pd.set(2, coffset);// coffset |
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pd.set(3, outw);// outw |
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pd.set(4, outh);// outh |
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pd.set(5, outc);// outc |
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pd.set(6, woffset2);// woffset2 |
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pd.set(7, hoffset2);// hoffset2 |
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pd.set(8, coffset2);// coffset2 |
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std::vector<ncnn::Mat> weights(0); |
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ncnn::ModelBinFromMatArray mb(weights.data()); |
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ncnn::Option opt; |
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opt.num_threads = 1; |
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opt.use_vulkan_compute = true; |
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opt.use_int8_inference = false; |
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opt.use_fp16_packed = false; |
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opt.use_fp16_storage = false; |
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opt.use_fp16_arithmetic = false; |
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opt.use_int8_storage = false; |
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opt.use_int8_arithmetic = false; |
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opt.use_packing_layout = use_packing_layout; |
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int ret = test_layer<ncnn::Crop>("Crop", pd, mb, opt, a); |
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if (ret != 0) |
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{ |
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fprintf(stderr, "test_crop failed a.dims=%d a=(%d %d %d) woffset=%d hoffset=%d coffset=%d outw=%d outh=%d outc=%d woffset2=%d hoffset2=%d coffset2=%d use_packing_layout=%d\n", a.dims, a.w, a.h, a.c, woffset, hoffset, coffset, outw, outh, outc, woffset2, hoffset2, coffset2, use_packing_layout); |
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} |
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return ret; |
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} |
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static ncnn::Mat IntArrayMat(int a0) |
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{ |
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ncnn::Mat m(1); |
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int* p = m; |
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p[0] = a0; |
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return m; |
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} |
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static ncnn::Mat IntArrayMat(int a0, int a1) |
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{ |
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ncnn::Mat m(2); |
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int* p = m; |
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p[0] = a0; |
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p[1] = a1; |
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return m; |
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} |
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static ncnn::Mat IntArrayMat(int a0, int a1, int a2) |
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{ |
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ncnn::Mat m(3); |
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int* p = m; |
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p[0] = a0; |
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p[1] = a1; |
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p[2] = a2; |
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return m; |
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} |
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static void print_int_array(const ncnn::Mat& a) |
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{ |
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const int* pa = a; |
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fprintf(stderr, "["); |
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for (int i=0; i<a.w; i++) |
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{ |
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fprintf(stderr, " %d", pa[i]); |
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} |
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fprintf(stderr, " ]"); |
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} |
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static int test_crop(const ncnn::Mat& a, const ncnn::Mat& starts, const ncnn::Mat& ends, const ncnn::Mat& axes, bool use_packing_layout) |
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{ |
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ncnn::ParamDict pd; |
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pd.set(9, starts);// starts |
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pd.set(10, ends);// ends |
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pd.set(11, axes);// axes |
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std::vector<ncnn::Mat> weights(0); |
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ncnn::ModelBinFromMatArray mb(weights.data()); |
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ncnn::Option opt; |
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opt.num_threads = 1; |
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opt.use_vulkan_compute = true; |
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opt.use_int8_inference = false; |
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opt.use_fp16_packed = false; |
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opt.use_fp16_storage = false; |
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opt.use_fp16_arithmetic = false; |
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opt.use_int8_storage = false; |
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opt.use_int8_arithmetic = false; |
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opt.use_packing_layout = use_packing_layout; |
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int ret = test_layer<ncnn::Crop>("Crop", pd, mb, opt, a); |
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if (ret != 0) |
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{ |
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fprintf(stderr, "test_crop failed a.dims=%d a=(%d %d %d)", a.dims, a.w, a.h, a.c); |
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fprintf(stderr, " starts="); print_int_array(starts); |
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fprintf(stderr, " ends="); print_int_array(ends); |
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fprintf(stderr, " axes="); print_int_array(axes); |
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fprintf(stderr, " use_packing_layout=%d\n", use_packing_layout); |
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} |
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return ret; |
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} |
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static int test_crop_0() |
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{ |
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ncnn::Mat a = RandomMat(13, 11, 16); |
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return 0 |
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|| test_crop(a, 0, 0, 0, -233, -233, -233, 0, 0, 0, false) |
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|| test_crop(a, 0, 3, 0, 10, -233, -233, 0, 0, 0, false) |
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|| test_crop(a, 5, 0, 0, -233, 6, -233, 0, 0, 0, false) |
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|| test_crop(a, 5, 3, 0, -233, -233, 12, 0, 0, 0, false) |
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|| test_crop(a, 0, 3, 4, 7, -233, 8, 0, 0, 0, false) |
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|| test_crop(a, 5, 0, 5, 4, -233, 4, 0, 0, 0, false) |
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|| test_crop(a, 5, 3, 6, 2, 7, 9, 0, 0, 0, false) |
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|| test_crop(a, 0, 3, 4, -233, 4, 5, 0, 0, 0, false) |
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|| test_crop(a, 5, 0, 5, 6, 6, 8, 0, 0, 0, false) |
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|| test_crop(a, 5, 3, 6, 4, 4, 4, 0, 0, 0, false) |
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|| test_crop(a, 0, 0, 0, -233, -233, -233, 0, 0, 0, true) |
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|| test_crop(a, 0, 3, 0, 10, -233, -233, 0, 0, 0, true) |
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|| test_crop(a, 5, 0, 0, -233, 6, -233, 0, 0, 0, true) |
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|| test_crop(a, 5, 3, 0, -233, -233, 12, 0, 0, 0, true) |
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|| test_crop(a, 0, 3, 4, 7, -233, 8, 0, 0, 0, true) |
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|| test_crop(a, 5, 0, 5, 4, -233, 4, 0, 0, 0, true) |
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|| test_crop(a, 5, 3, 6, 2, 7, 9, 0, 0, 0, true) |
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|| test_crop(a, 0, 3, 4, -233, 4, 5, 0, 0, 0, true) |
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|| test_crop(a, 5, 0, 5, 6, 6, 8, 0, 0, 0, true) |
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|| test_crop(a, 5, 3, 6, 4, 4, 4, 0, 0, 0, true) |
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; |
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} |
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static int test_crop_1() |
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{ |
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ncnn::Mat a = RandomMat(13, 11, 16); |
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return 0 |
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|| test_crop(a, 0, 0, 0, -233, -233, -233, 3, 4, 6, false) |
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|| test_crop(a, 0, 3, 0, 10, -233, -233, 0, 3, 4, false) |
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|| test_crop(a, 5, 0, 0, -233, 6, -233, 5, 0, 2, false) |
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|| test_crop(a, 5, 3, 0, -233, -233, 12, 2, 1, 1, false) |
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|| test_crop(a, 0, 3, 4, 7, -233, 8, 3, 4, 4, false) |
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|| test_crop(a, 5, 0, 5, 4, -233, 4, 0, 3, 0, false) |
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|| test_crop(a, 5, 3, 6, 2, 7, 9, 1, 2, 3, false) |
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|| test_crop(a, 0, 3, 4, -233, 4, 5, 3, 2, 1, false) |
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|| test_crop(a, 0, 0, 0, -233, -233, -233, 3, 4, 6, true) |
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|| test_crop(a, 0, 3, 0, 10, -233, -233, 0, 3, 4, true) |
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|| test_crop(a, 5, 0, 0, -233, 6, -233, 5, 0, 2, true) |
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|| test_crop(a, 5, 3, 0, -233, -233, 12, 2, 1, 1, true) |
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|| test_crop(a, 0, 3, 4, 7, -233, 8, 3, 4, 4, true) |
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|| test_crop(a, 5, 0, 5, 4, -233, 4, 0, 3, 0, true) |
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|| test_crop(a, 5, 3, 6, 2, 7, 9, 1, 2, 3, true) |
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|| test_crop(a, 0, 3, 4, -233, 4, 5, 3, 2, 1, true) |
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; |
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} |
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static int test_crop_2() |
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{ |
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ncnn::Mat a = RandomMat(13, 11, 17); |
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return 0 |
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|| test_crop(a, 0, 0, 0, -233, -233, -233, 3, 4, 6, false) |
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|| test_crop(a, 0, 3, 0, 10, -233, -233, 0, 3, 4, false) |
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|| test_crop(a, 5, 0, 0, -233, 6, -233, 5, 0, 2, false) |
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|| test_crop(a, 5, 3, 0, -233, -233, 12, 2, 1, 1, false) |
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|| test_crop(a, 0, 3, 4, 7, -233, 8, 3, 4, 4, false) |
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|| test_crop(a, 5, 0, 5, 4, -233, 4, 0, 3, 0, false) |
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|| test_crop(a, 5, 3, 6, 2, 7, 9, 1, 2, 3, false) |
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|| test_crop(a, 0, 3, 4, -233, 4, 5, 3, 2, 1, false) |
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|| test_crop(a, 0, 0, 0, -233, -233, -233, 3, 4, 6, true) |
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|| test_crop(a, 0, 3, 0, 10, -233, -233, 0, 3, 4, true) |
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|| test_crop(a, 5, 0, 0, -233, 6, -233, 5, 0, 2, true) |
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|| test_crop(a, 5, 3, 0, -233, -233, 12, 2, 1, 1, true) |
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|| test_crop(a, 0, 3, 4, 7, -233, 8, 3, 4, 4, true) |
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|| test_crop(a, 5, 0, 5, 4, -233, 4, 0, 3, 0, true) |
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|| test_crop(a, 5, 3, 6, 2, 7, 9, 1, 2, 3, true) |
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|| test_crop(a, 0, 3, 4, -233, 4, 5, 3, 2, 1, true) |
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; |
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} |
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static int test_crop_3() |
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{ |
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ncnn::Mat a = RandomMat(13, 11, 16); |
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return 0 |
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|| test_crop(a, IntArrayMat(0, 0, 0), IntArrayMat(100, 100, 100), IntArrayMat(1, 2, 3), false) |
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|| test_crop(a, IntArrayMat(4), IntArrayMat(8), IntArrayMat(1), false) |
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|| test_crop(a, IntArrayMat(2), IntArrayMat(7), IntArrayMat(2), false) |
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|| test_crop(a, IntArrayMat(3), IntArrayMat(5), IntArrayMat(3), false) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(1, 2), false) |
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|| test_crop(a, IntArrayMat(1, 4), IntArrayMat(-5, 7), IntArrayMat(2, -3), false) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(-1, -2), false) |
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|| test_crop(a, IntArrayMat(1, 2, 3), IntArrayMat(-3, -2, -1), IntArrayMat(-3, -2, -1), false) |
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|| test_crop(a, IntArrayMat(0, 0, 0), IntArrayMat(100, 100, 100), IntArrayMat(1, 2, 3), true) |
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|| test_crop(a, IntArrayMat(4), IntArrayMat(8), IntArrayMat(1), true) |
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|| test_crop(a, IntArrayMat(2), IntArrayMat(7), IntArrayMat(2), true) |
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|| test_crop(a, IntArrayMat(3), IntArrayMat(5), IntArrayMat(3), true) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(1, 2), true) |
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|| test_crop(a, IntArrayMat(1, 4), IntArrayMat(-5, 7), IntArrayMat(3, -3), true) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(-1, -2), true) |
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|| test_crop(a, IntArrayMat(1, 2, 3), IntArrayMat(-3, -2, -1), IntArrayMat(-3, -2, -1), true) |
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; |
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} |
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static int test_crop_4() |
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{ |
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ncnn::Mat a = RandomMat(13, 11, 17); |
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return 0 |
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|| test_crop(a, IntArrayMat(0, 0, 0), IntArrayMat(100, 100, 100), IntArrayMat(1, 2, 3), false) |
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|| test_crop(a, IntArrayMat(4), IntArrayMat(8), IntArrayMat(1), false) |
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|| test_crop(a, IntArrayMat(2), IntArrayMat(7), IntArrayMat(2), false) |
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|| test_crop(a, IntArrayMat(3), IntArrayMat(5), IntArrayMat(3), false) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(1, 2), false) |
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|| test_crop(a, IntArrayMat(1, 4), IntArrayMat(-5, 7), IntArrayMat(2, -3), false) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(-1, -2), false) |
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|| test_crop(a, IntArrayMat(1, 2, 3), IntArrayMat(-3, -2, -1), IntArrayMat(-3, -2, -1), false) |
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|| test_crop(a, IntArrayMat(0, 0, 0), IntArrayMat(100, 100, 100), IntArrayMat(1, 2, 3), true) |
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|| test_crop(a, IntArrayMat(4), IntArrayMat(8), IntArrayMat(1), true) |
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|| test_crop(a, IntArrayMat(2), IntArrayMat(7), IntArrayMat(2), true) |
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|| test_crop(a, IntArrayMat(3), IntArrayMat(5), IntArrayMat(3), true) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(1, 2), true) |
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|| test_crop(a, IntArrayMat(1, 4), IntArrayMat(-5, 7), IntArrayMat(3, -3), true) |
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|| test_crop(a, IntArrayMat(2, 1), IntArrayMat(4, -2), IntArrayMat(-1, -2), true) |
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|| test_crop(a, IntArrayMat(1, 2, 3), IntArrayMat(-3, -2, -1), IntArrayMat(-3, -2, -1), true) |
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; |
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} |
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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_crop_0() |
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|| test_crop_1() |
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|| test_crop_2() |
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|| test_crop_3() |
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|| test_crop_4() |
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; |
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} |