375 lines
13 KiB
C++
375 lines
13 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/reshape.h"
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#include "testutil.h"
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static int test_reshape(const ncnn::Mat& a, int outw, int outh, int outd, int outc)
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{
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ncnn::ParamDict pd;
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pd.set(0, outw); // w
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pd.set(1, outh); // h
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pd.set(11, outd); // d
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pd.set(2, outc); // c
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Reshape>("Reshape", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_reshape failed a.dims=%d a=(%d %d %d %d) outw=%d outh=%d outd=%d outc=%d\n", a.dims, a.w, a.h, a.d, a.c, outw, outh, outd, outc);
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}
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return ret;
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}
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static int test_reshape_permute(const ncnn::Mat& a, int outw, int outh, int outd, int outc)
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{
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ncnn::ParamDict pd;
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pd.set(0, outw); // w
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pd.set(1, outh); // h
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pd.set(11, outd); // d
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pd.set(2, outc); // c
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pd.set(3, 1); // permute
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Reshape>("Reshape", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_reshape_permute failed a.dims=%d a=(%d %d %d %d) outw=%d outh=%d outd=%d outc=%d\n", a.dims, a.w, a.h, a.d, a.c, outw, outh, outd, outc);
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}
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return ret;
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}
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static int test_reshape_0()
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{
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ncnn::Mat a = RandomMat(3, 8, 5, 32);
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return 0
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|| test_reshape(a, 5, 8, 3, 32)
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|| test_reshape(a, 3, 8, 32, 5)
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|| test_reshape(a, 32, 5, 8, 3)
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|| test_reshape(a, 4, 3, 16, -1)
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|| test_reshape(a, 6, 16, -1, 2)
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|| test_reshape(a, 4, -1, 8, 8)
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|| test_reshape(a, -1, 16, 6, 2)
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|| test_reshape(a, 16, 6, -233, -1)
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|| test_reshape(a, 8, -1, -233, 8)
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|| test_reshape(a, -1, 6, -233, 16)
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|| test_reshape(a, 8, -1, -233, -233)
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|| test_reshape(a, -1, 6, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_1()
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{
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ncnn::Mat a = RandomMat(4, 5, 12, 26);
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return 0
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|| test_reshape(a, 12, 5, 4, 26)
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|| test_reshape(a, 4, 26, 12, 5)
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|| test_reshape(a, 13, 5, 12, 8)
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|| test_reshape(a, 2, 10, 8, -1)
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|| test_reshape(a, 13, 4, -1, 10)
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|| test_reshape(a, 13, -1, 12, 4)
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|| test_reshape(a, -1, 26, 3, 16)
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|| test_reshape(a, 13, 4, -233, -1)
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|| test_reshape(a, 26, -1, -233, 12)
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|| test_reshape(a, -1, 13, -233, 16)
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|| test_reshape(a, 12, -1, -233, -233)
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|| test_reshape(a, -1, 24, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_2()
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{
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ncnn::Mat a = RandomMat(6, 7, 32);
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return 0
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|| test_reshape(a, 6, 8, 4, 7)
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|| test_reshape(a, 2, 6, 7, 16)
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|| test_reshape(a, 7, 6, -233, 32)
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|| test_reshape(a, 6, 32, -233, 7)
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|| test_reshape(a, 32, 7, -233, 6)
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|| test_reshape(a, 2, 6, -233, -1)
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|| test_reshape(a, -1, 8, -233, 2)
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|| test_reshape(a, -1, 4, -233, -233)
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|| test_reshape(a, 8, -1, -233, -233)
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|| test_reshape(a, 32, 42, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_3()
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{
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ncnn::Mat a = RandomMat(4, 14, 26);
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return 0
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|| test_reshape(a, 13, 4, 2, 14)
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|| test_reshape(a, 1, 13, 7, 16)
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|| test_reshape(a, 14, 8, -233, 13)
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|| test_reshape(a, 4, 13, -233, 28)
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|| test_reshape(a, 13, 14, -233, 8)
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|| test_reshape(a, 2, 7, -233, -1)
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|| test_reshape(a, -1, 13, -233, 2)
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|| test_reshape(a, -1, 4, -233, -233)
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|| test_reshape(a, 8, -1, -233, -233)
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|| test_reshape(a, 16, 91, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_4()
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{
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ncnn::Mat a = RandomMat(14, 32);
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return 0
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|| test_reshape(a, 2, 7, 2, 16)
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|| test_reshape(a, 16, 1, 7, 4)
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|| test_reshape(a, 7, 2, -233, 32)
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|| test_reshape(a, 4, 16, -233, 7)
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|| test_reshape(a, 16, 14, -233, 2)
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|| test_reshape(a, 2, 4, -233, -1)
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|| test_reshape(a, -1, 8, -233, 2)
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|| test_reshape(a, 28, 16, -233, -233)
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|| test_reshape(a, -1, 14, -233, -233)
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|| test_reshape(a, 16, -1, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_5()
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{
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ncnn::Mat a = RandomMat(12, 28);
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return 0
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|| test_reshape(a, 4, 3, 2, 14)
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|| test_reshape(a, 1, 3, 14, 8)
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|| test_reshape(a, 7, 2, -233, 24)
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|| test_reshape(a, 2, 24, -233, 7)
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|| test_reshape(a, 12, 14, -233, 2)
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|| test_reshape(a, 2, 4, -233, -1)
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|| test_reshape(a, -1, 4, -233, 2)
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|| test_reshape(a, 21, 16, -233, -233)
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|| test_reshape(a, -1, 14, -233, -233)
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|| test_reshape(a, 3, -1, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_6()
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{
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ncnn::Mat a = RandomMat(240);
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return 0
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|| test_reshape(a, 1, 1, 1, 240)
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|| test_reshape(a, 10, 1, 1, 24)
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|| test_reshape(a, 3, 5, -233, 16)
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|| test_reshape(a, 3, 8, -233, 10)
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|| test_reshape(a, 8, 5, -233, 6)
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|| test_reshape(a, 2, 5, -233, -1)
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|| test_reshape(a, -1, 5, -233, 4)
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|| test_reshape(a, 8, 30, -233, -233)
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|| test_reshape(a, -1, 2, -233, -233)
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|| test_reshape(a, 24, -1, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_7()
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{
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ncnn::Mat a = RandomMat(210);
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return 0
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|| test_reshape(a, 1, 1, 210, 1)
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|| test_reshape(a, 5, 2, 7, 3)
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|| test_reshape(a, 3, 5, -233, 14)
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|| test_reshape(a, 3, 14, -233, 5)
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|| test_reshape(a, 14, 5, -233, 3)
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|| test_reshape(a, 2, 5, -233, -1)
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|| test_reshape(a, -1, 5, -233, 2)
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|| test_reshape(a, 6, 35, -233, -233)
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|| test_reshape(a, -1, 7, -233, -233)
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|| test_reshape(a, 21, -1, -233, -233)
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|| test_reshape(a, -1, -233, -233, -233);
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}
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static int test_reshape_8()
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{
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ncnn::Mat a = RandomMat(3, 8, 5, 32);
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return 0
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|| test_reshape_permute(a, 5, 8, 3, 32)
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|| test_reshape_permute(a, 3, 8, 32, 5)
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|| test_reshape_permute(a, 32, 5, 8, 3)
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|| test_reshape_permute(a, 4, 3, 16, -1)
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|| test_reshape_permute(a, 6, 16, -1, 2)
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|| test_reshape_permute(a, 4, -1, 8, 8)
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|| test_reshape_permute(a, -1, 16, 6, 2)
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|| test_reshape_permute(a, 16, 6, -233, -1)
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|| test_reshape_permute(a, 8, -1, -233, 8)
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|| test_reshape_permute(a, -1, 6, -233, 16)
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|| test_reshape_permute(a, 8, -1, -233, -233)
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|| test_reshape_permute(a, -1, 6, -233, -233)
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|| test_reshape_permute(a, -1, -233, -233, -233);
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}
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static int test_reshape_9()
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{
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ncnn::Mat a = RandomMat(4, 5, 12, 26);
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return 0
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|| test_reshape_permute(a, 12, 5, 4, 26)
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|| test_reshape_permute(a, 4, 26, 12, 5)
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|| test_reshape_permute(a, 13, 5, 12, 8)
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|| test_reshape_permute(a, 2, 10, 8, -1)
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|| test_reshape_permute(a, 13, 4, -1, 10)
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|| test_reshape_permute(a, 13, -1, 12, 4)
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|| test_reshape_permute(a, -1, 26, 3, 16)
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|| test_reshape_permute(a, 13, 4, -233, -1)
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|| test_reshape_permute(a, 26, -1, -233, 12)
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|| test_reshape_permute(a, -1, 13, -233, 16)
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|| test_reshape_permute(a, 12, -1, -233, -233)
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|| test_reshape_permute(a, -1, 24, -233, -233)
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|| test_reshape_permute(a, -1, -233, -233, -233);
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}
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static int test_reshape_10()
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{
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ncnn::Mat a = RandomMat(6, 7, 32);
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return 0
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|| test_reshape_permute(a, 6, 8, 4, 7)
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|| test_reshape_permute(a, 2, 6, 7, 16)
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|| test_reshape_permute(a, 7, 6, -233, 32)
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|| test_reshape_permute(a, 6, 32, -233, 7)
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|| test_reshape_permute(a, 32, 7, -233, 6)
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|| test_reshape_permute(a, 2, 6, -233, -1)
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|| test_reshape_permute(a, -1, 8, -233, 2)
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|| test_reshape_permute(a, -1, 4, -233, -233)
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|| test_reshape_permute(a, 8, -1, -233, -233)
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|| test_reshape_permute(a, 32, 42, -233, -233)
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|| test_reshape_permute(a, -1, -233, -233, -233);
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}
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static int test_reshape_11()
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{
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ncnn::Mat a = RandomMat(4, 14, 26);
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return 0
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|| test_reshape_permute(a, 13, 4, 2, 14)
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|| test_reshape_permute(a, 1, 13, 7, 16)
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|| test_reshape_permute(a, 14, 8, -233, 13)
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|| test_reshape_permute(a, 4, 13, -233, 28)
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|| test_reshape_permute(a, 13, 14, -233, 8)
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|| test_reshape_permute(a, 2, 7, -233, -1)
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|| test_reshape_permute(a, -1, 13, -233, 2)
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|| test_reshape_permute(a, -1, 4, -233, -233)
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|| test_reshape_permute(a, 8, -1, -233, -233)
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|| test_reshape_permute(a, 16, 91, -233, -233)
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|| test_reshape_permute(a, -1, -233, -233, -233);
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}
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static int test_reshape_12()
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{
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ncnn::Mat a = RandomMat(14, 32);
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return 0
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|| test_reshape_permute(a, 2, 7, 2, 16)
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|| test_reshape_permute(a, 16, 1, 7, 4)
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|| test_reshape_permute(a, 7, 2, -233, 32)
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|| test_reshape_permute(a, 4, 16, -233, 7)
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|| test_reshape_permute(a, 16, 14, -233, 2)
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|| test_reshape_permute(a, 2, 4, -233, -1)
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|| test_reshape_permute(a, -1, 8, -233, 2)
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|| test_reshape_permute(a, 28, 16, -233, -233)
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|| test_reshape_permute(a, -1, 14, -233, -233)
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|| test_reshape_permute(a, 16, -1, -233, -233)
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|| test_reshape_permute(a, -1, -233, -233, -233);
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}
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static int test_reshape_13()
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{
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ncnn::Mat a = RandomMat(12, 28);
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return 0
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|| test_reshape_permute(a, 4, 3, 2, 14)
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|| test_reshape_permute(a, 1, 3, 14, 8)
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|| test_reshape_permute(a, 7, 2, -233, 24)
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|| test_reshape_permute(a, 2, 24, -233, 7)
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|| test_reshape_permute(a, 12, 14, -233, 2)
|
||
|
|
|| test_reshape_permute(a, 2, 4, -233, -1)
|
||
|
|
|| test_reshape_permute(a, -1, 4, -233, 2)
|
||
|
|
|| test_reshape_permute(a, 21, 16, -233, -233)
|
||
|
|
|| test_reshape_permute(a, -1, 14, -233, -233)
|
||
|
|
|| test_reshape_permute(a, 3, -1, -233, -233)
|
||
|
|
|| test_reshape_permute(a, -1, -233, -233, -233);
|
||
|
|
}
|
||
|
|
|
||
|
|
static int test_reshape_14()
|
||
|
|
{
|
||
|
|
ncnn::Mat a = RandomMat(240);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_reshape_permute(a, 1, 1, 1, 240)
|
||
|
|
|| test_reshape_permute(a, 10, 1, 1, 24)
|
||
|
|
|| test_reshape_permute(a, 3, 5, -233, 16)
|
||
|
|
|| test_reshape_permute(a, 3, 8, -233, 10)
|
||
|
|
|| test_reshape_permute(a, 8, 5, -233, 6)
|
||
|
|
|| test_reshape_permute(a, 2, 5, -233, -1)
|
||
|
|
|| test_reshape_permute(a, -1, 5, -233, 4)
|
||
|
|
|| test_reshape_permute(a, 8, 30, -233, -233)
|
||
|
|
|| test_reshape_permute(a, -1, 2, -233, -233)
|
||
|
|
|| test_reshape_permute(a, 24, -1, -233, -233)
|
||
|
|
|| test_reshape_permute(a, -1, -233, -233, -233);
|
||
|
|
}
|
||
|
|
|
||
|
|
static int test_reshape_15()
|
||
|
|
{
|
||
|
|
ncnn::Mat a = RandomMat(210);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_reshape_permute(a, 1, 1, 210, 1)
|
||
|
|
|| test_reshape_permute(a, 5, 2, 7, 3)
|
||
|
|
|| test_reshape_permute(a, 3, 5, -233, 14)
|
||
|
|
|| test_reshape_permute(a, 3, 14, -233, 5)
|
||
|
|
|| test_reshape_permute(a, 14, 5, -233, 3)
|
||
|
|
|| test_reshape_permute(a, 2, 5, -233, -1)
|
||
|
|
|| test_reshape_permute(a, -1, 5, -233, 2)
|
||
|
|
|| test_reshape_permute(a, 6, 35, -233, -233)
|
||
|
|
|| test_reshape_permute(a, -1, 7, -233, -233)
|
||
|
|
|| test_reshape_permute(a, 21, -1, -233, -233)
|
||
|
|
|| test_reshape_permute(a, -1, -233, -233, -233);
|
||
|
|
}
|
||
|
|
|
||
|
|
int main()
|
||
|
|
{
|
||
|
|
SRAND(7767517);
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|| test_reshape_0()
|
||
|
|
|| test_reshape_1()
|
||
|
|
|| test_reshape_2()
|
||
|
|
|| test_reshape_3()
|
||
|
|
|| test_reshape_4()
|
||
|
|
|| test_reshape_5()
|
||
|
|
|| test_reshape_6()
|
||
|
|
|| test_reshape_7()
|
||
|
|
|| test_reshape_8()
|
||
|
|
|| test_reshape_9()
|
||
|
|
|| test_reshape_10()
|
||
|
|
|| test_reshape_11()
|
||
|
|
|| test_reshape_12()
|
||
|
|
|| test_reshape_13()
|
||
|
|
|| test_reshape_14()
|
||
|
|
|| test_reshape_15();
|
||
|
|
}
|