mirror of
https://github.com/Tencent/ncnn.git
synced 2026-10-17 04:41:47 +08:00
nihui
5ea98309e3
* harden layer parameter validation Original patches and author identities: https://github.com/Tencent/ncnn/pull/6912 (beilzx) https://github.com/Tencent/ncnn/pull/6919 (FluxMind-O) https://github.com/Tencent/ncnn/pull/6928 (lxcxjxhx) https://github.com/Tencent/ncnn/pull/6948 (ktz03) https://github.com/Tencent/ncnn/pull/6950 (ktz03) https://github.com/Tencent/ncnn/pull/6971 (LI) https://github.com/Tencent/ncnn/pull/6974 (LI) https://github.com/Tencent/ncnn/pull/6977 (LI) Co-authored-by: beilzx <2069360659@qq.com> Co-authored-by: FluxMind-O <3283918317@qq.com> Co-authored-by: lxcxjxhx <lxcxjxhx@users.noreply.github.com> Co-authored-by: ktz03 <2484593937@qq.com> Co-authored-by: LI <2484593937@qq.com>
265 lines
8.0 KiB
C++
265 lines
8.0 KiB
C++
// Copyright 2020 Tencent
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// SPDX-License-Identifier: BSD-3-Clause
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#include "testutil.h"
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#include "layer_type.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("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_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(72);
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ncnn::Mat b = RandomMat(40, 72);
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ncnn::Mat c = RandomMat(34, 40, 72);
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ncnn::Mat d = RandomMat(11, 34, 10, 72);
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return 0
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|| test_reshape(a, 0, -233, -233, -233)
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|| test_reshape(b, 0, -1, -233, -233)
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|| test_reshape(b, -1, 0, -233, -233)
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|| test_reshape(c, 4, 0, -233, -1)
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|| test_reshape(c, 0, -1, -233, 4)
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|| test_reshape(c, -1, 4, -233, 0)
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|| test_reshape(c, 0, 0, -233, -1)
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|| test_reshape(c, 0, -1, -233, 0)
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|| test_reshape(c, -1, 0, -233, 0)
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|| test_reshape(d, 0, 9, 16, -1)
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|| test_reshape(d, 9, 0, -1, 16)
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|| test_reshape(d, 16, -1, 0, 9)
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|| test_reshape(d, 22, 10, -1, 0)
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|| test_reshape(d, 0, 0, -1, 18)
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|| test_reshape(d, -1, 17, 0, 0)
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|| test_reshape(d, 22, 0, -1, 0)
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|| test_reshape(d, 0, 0, 0, -1)
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|| test_reshape(d, 0, 0, -1, 0)
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|| test_reshape(d, 0, -1, 0, 0)
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|| test_reshape(d, -1, 0, 0, 0);
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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(1, 19, 15, 18);
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return test_reshape(a, 19, 15, -233, 18);
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}
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#if NCNN_VALIDATION
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static int test_reshape_load_param()
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{
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ncnn::ParamDict empty;
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if (test_layer_param(ncnn::LayerType::Reshape, empty, -1) != 0
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|| test_layer_param(ncnn::LayerType::Reshape, empty, 0, -233, -1) != 0)
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return -1;
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ncnn::ParamDict expr;
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expr.set(6, "1,1");
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if (test_layer_param(ncnn::LayerType::Reshape, expr, 0) != 0)
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return -1;
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ncnn::ParamDict base;
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base.set(0, -1);
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if (test_layer_param(ncnn::LayerType::Reshape, base, 0) != 0)
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return -1;
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ncnn::ParamDict pd = base;
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pd.set(6, "1,1,1,1,1");
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if (test_layer_param(ncnn::LayerType::Reshape, pd, -1) != 0)
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return -1;
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#if NCNN_BATCH
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pd.set(13, 0);
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if (test_layer_param(ncnn::LayerType::Reshape, pd, 0) != 0)
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return -1;
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#endif
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pd.set(6, "1,1,1,1,1,1");
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return test_layer_param(ncnn::LayerType::Reshape, pd, -1);
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}
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#endif // NCNN_VALIDATION
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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_reshape_0()
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|| test_reshape_1()
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|| test_reshape_2()
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|| test_reshape_3()
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|| test_reshape_4()
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|| test_reshape_5()
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|| test_reshape_6()
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|| test_reshape_7()
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|| test_reshape_8()
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|| test_reshape_9()
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#if NCNN_VALIDATION
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|| test_reshape_load_param()
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#endif // NCNN_VALIDATION
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;
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}
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