718c41634f
1.项目后端整体迁移至PaddleOCR-NCNN算法，已通过基本的兼容性测试 2.工程改为使用CMake组织，后续为了更好地兼容第三方库，不再提供QMake工程 3.重整权利声明文件，重整代码工程，确保最小化侵权风险 Log: 切换后端至PaddleOCR-NCNN，切换工程为CMake Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c
432 lines
13 KiB
C++
432 lines
13 KiB
C++
// 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/binaryop.h"
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#include "testutil.h"
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#define OP_TYPE_MAX 9
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static int op_type = 0;
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static int test_binaryop(const ncnn::Mat& _a, const ncnn::Mat& _b)
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{
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ncnn::Mat a = _a;
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ncnn::Mat b = _b;
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if (op_type == 6)
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{
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// value must be positive for pow
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Randomize(a, 0.001f, 2.f);
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Randomize(b, 0.001f, 2.f);
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}
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if (op_type == 3 || op_type == 8)
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{
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// value must be positive for pow
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Randomize(a, 0.1f, 10.f);
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Randomize(b, 0.1f, 10.f);
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}
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ncnn::ParamDict pd;
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pd.set(0, op_type);
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pd.set(1, 0); // with_scalar
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pd.set(2, 0.f); // b
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std::vector<ncnn::Mat> weights(0);
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std::vector<ncnn::Mat> ab(2);
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ab[0] = a;
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ab[1] = b;
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int ret = test_layer<ncnn::BinaryOp>("BinaryOp", pd, weights, ab);
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if (ret != 0)
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{
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fprintf(stderr, "test_binaryop failed a.dims=%d a=(%d %d %d %d) b.dims=%d b=(%d %d %d %d) op_type=%d\n", a.dims, a.w, a.h, a.d, a.c, b.dims, b.w, b.h, b.d, b.c, op_type);
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}
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return ret;
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}
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static int test_binaryop(const ncnn::Mat& _a, float b)
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{
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ncnn::Mat a = _a;
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if (op_type == 6)
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{
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// value must be positive for pow
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Randomize(a, 0.001f, 2.f);
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b = RandomFloat(0.001f, 2.f);
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}
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ncnn::ParamDict pd;
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pd.set(0, op_type);
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pd.set(1, 1); // with_scalar
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pd.set(2, b); // b
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::BinaryOp>("BinaryOp", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_binaryop failed a.dims=%d a=(%d %d %d %d) b=%f op_type=%d\n", a.dims, a.w, a.h, a.d, a.c, b, op_type);
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}
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return ret;
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}
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// https://github.com/Tencent/ncnn/wiki/binaryop-broadcasting
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static int test_binaryop_1()
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{
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return 0
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|| test_binaryop(RandomMat(1), 1.f);
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}
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static int test_binaryop_2()
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{
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return 0
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|| test_binaryop(RandomMat(1), RandomMat(1))
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|| test_binaryop(RandomMat(1), RandomMat(4))
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|| test_binaryop(RandomMat(1), RandomMat(16));
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}
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static int test_binaryop_3()
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{
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return 0
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|| test_binaryop(RandomMat(1), RandomMat(11, 3))
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|| test_binaryop(RandomMat(1), RandomMat(11, 4))
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|| test_binaryop(RandomMat(1), RandomMat(11, 16));
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}
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static int test_binaryop_4()
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{
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return 0
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|| test_binaryop(RandomMat(1), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(1), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(1), RandomMat(11, 6, 16));
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}
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static int test_binaryop_5()
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{
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return 0
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|| test_binaryop(RandomMat(2), 1.f)
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|| test_binaryop(RandomMat(4), 1.f)
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|| test_binaryop(RandomMat(16), 1.f);
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}
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static int test_binaryop_6()
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{
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return 0
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|| test_binaryop(RandomMat(2), RandomMat(1))
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|| test_binaryop(RandomMat(4), RandomMat(1))
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|| test_binaryop(RandomMat(16), RandomMat(1));
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}
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static int test_binaryop_7()
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{
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return 0
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|| test_binaryop(RandomMat(2), RandomMat(2))
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|| test_binaryop(RandomMat(4), RandomMat(4))
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|| test_binaryop(RandomMat(16), RandomMat(16));
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}
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static int test_binaryop_8()
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{
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return 0
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|| test_binaryop(RandomMat(3), RandomMat(11, 3))
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|| test_binaryop(RandomMat(4), RandomMat(11, 4))
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|| test_binaryop(RandomMat(16), RandomMat(11, 16));
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}
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static int test_binaryop_9()
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{
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return 0
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|| test_binaryop(RandomMat(2), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(4), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(16), RandomMat(11, 6, 16));
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}
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static int test_binaryop_10()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3), 1.f)
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|| test_binaryop(RandomMat(11, 4), 1.f)
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|| test_binaryop(RandomMat(11, 16), 1.f);
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}
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static int test_binaryop_11()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3), RandomMat(1))
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|| test_binaryop(RandomMat(11, 4), RandomMat(1))
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|| test_binaryop(RandomMat(11, 16), RandomMat(1));
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}
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static int test_binaryop_12()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3), RandomMat(3))
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|| test_binaryop(RandomMat(11, 4), RandomMat(4))
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|| test_binaryop(RandomMat(11, 16), RandomMat(16));
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}
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static int test_binaryop_13()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3), RandomMat(11, 3))
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|| test_binaryop(RandomMat(11, 4), RandomMat(11, 4))
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|| test_binaryop(RandomMat(11, 16), RandomMat(11, 16));
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}
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static int test_binaryop_14()
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{
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return 0
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|| test_binaryop(RandomMat(6, 2), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(6, 4), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(6, 16), RandomMat(11, 6, 16));
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}
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static int test_binaryop_15()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), 1.f)
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|| test_binaryop(RandomMat(11, 6, 4), 1.f)
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|| test_binaryop(RandomMat(11, 6, 16), 1.f);
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}
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static int test_binaryop_16()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(1))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(1))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(1));
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}
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static int test_binaryop_17()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(2))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(4))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(16));
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}
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static int test_binaryop_18()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(6, 2))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(6, 4))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(6, 16));
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}
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static int test_binaryop_19()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(11, 6, 16));
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}
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static int test_binaryop_20()
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{
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return 0
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|| test_binaryop(RandomMat(1), RandomMat(11, 3, 4, 2))
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|| test_binaryop(RandomMat(1), RandomMat(11, 3, 4, 4))
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|| test_binaryop(RandomMat(1), RandomMat(11, 3, 4, 16));
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}
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static int test_binaryop_21()
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{
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return 0
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|| test_binaryop(RandomMat(2), RandomMat(11, 3, 4, 2))
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|| test_binaryop(RandomMat(4), RandomMat(11, 3, 4, 4))
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|| test_binaryop(RandomMat(16), RandomMat(11, 3, 4, 16));
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}
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static int test_binaryop_22()
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{
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return 0
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|| test_binaryop(RandomMat(4, 2), RandomMat(11, 3, 4, 2))
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|| test_binaryop(RandomMat(4, 4), RandomMat(11, 3, 4, 4))
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|| test_binaryop(RandomMat(4, 16), RandomMat(11, 3, 4, 16));
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}
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static int test_binaryop_23()
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{
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return 0
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|| test_binaryop(RandomMat(3, 4, 2), RandomMat(11, 3, 4, 2))
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|| test_binaryop(RandomMat(3, 4, 4), RandomMat(11, 3, 4, 4))
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|| test_binaryop(RandomMat(3, 4, 16), RandomMat(11, 3, 4, 16));
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}
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static int test_binaryop_24()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3, 4, 2), 1.f)
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|| test_binaryop(RandomMat(11, 3, 4, 4), 1.f)
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|| test_binaryop(RandomMat(11, 3, 4, 16), 1.f);
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}
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static int test_binaryop_25()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3, 4, 2), RandomMat(1))
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|| test_binaryop(RandomMat(11, 3, 4, 4), RandomMat(1))
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|| test_binaryop(RandomMat(11, 3, 4, 16), RandomMat(1));
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}
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static int test_binaryop_26()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3, 4, 2), RandomMat(2))
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|| test_binaryop(RandomMat(11, 3, 4, 4), RandomMat(4))
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|| test_binaryop(RandomMat(11, 3, 4, 16), RandomMat(16));
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}
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static int test_binaryop_27()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3, 4, 2), RandomMat(4, 2))
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|| test_binaryop(RandomMat(11, 3, 4, 4), RandomMat(4, 4))
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|| test_binaryop(RandomMat(11, 3, 4, 16), RandomMat(4, 16));
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}
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static int test_binaryop_28()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3, 4, 2), RandomMat(3, 4, 2))
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|| test_binaryop(RandomMat(11, 3, 4, 4), RandomMat(3, 4, 4))
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|| test_binaryop(RandomMat(11, 3, 4, 16), RandomMat(3, 4, 16));
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}
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static int test_binaryop_29()
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{
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return 0
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|| test_binaryop(RandomMat(11, 3, 4, 2), RandomMat(11, 3, 4, 2))
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|| test_binaryop(RandomMat(11, 3, 4, 4), RandomMat(11, 3, 4, 4))
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|| test_binaryop(RandomMat(11, 3, 4, 16), RandomMat(11, 3, 4, 16));
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}
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static int test_binaryop_s1()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(1, 1, 2))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(1, 1, 4))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(1, 1, 16));
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}
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static int test_binaryop_s2()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(11, 6, 1))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(11, 6, 1))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(11, 6, 1));
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}
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static int test_binaryop_s3()
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{
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return 0
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|| test_binaryop(RandomMat(1, 1, 2), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(1, 1, 4), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(1, 1, 16), RandomMat(11, 6, 16));
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}
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static int test_binaryop_s4()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 1), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(11, 6, 1), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(11, 6, 1), RandomMat(11, 6, 16));
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}
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static int test_binaryop_s5()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(1, 6, 2))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(1, 6, 4))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(1, 6, 16));
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}
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static int test_binaryop_s6()
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{
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return 0
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|| test_binaryop(RandomMat(11, 6, 2), RandomMat(11, 1, 2))
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|| test_binaryop(RandomMat(11, 6, 4), RandomMat(11, 1, 4))
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|| test_binaryop(RandomMat(11, 6, 16), RandomMat(11, 1, 16));
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}
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static int test_binaryop_s7()
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{
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return 0
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|| test_binaryop(RandomMat(1, 6, 2), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(1, 6, 4), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(1, 6, 16), RandomMat(11, 6, 16));
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}
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static int test_binaryop_s8()
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{
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return 0
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|| test_binaryop(RandomMat(11, 1, 2), RandomMat(11, 6, 2))
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|| test_binaryop(RandomMat(11, 1, 4), RandomMat(11, 6, 4))
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|| test_binaryop(RandomMat(11, 1, 16), RandomMat(11, 6, 16));
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}
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int main()
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{
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SRAND(7767517);
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for (op_type = 0; op_type < OP_TYPE_MAX; op_type++)
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{
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int ret = 0
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|| test_binaryop_1()
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|| test_binaryop_2()
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|| test_binaryop_3()
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|| test_binaryop_4()
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|| test_binaryop_5()
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|| test_binaryop_6()
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|| test_binaryop_7()
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|| test_binaryop_8()
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|| test_binaryop_9()
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|| test_binaryop_10()
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|| test_binaryop_11()
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|| test_binaryop_12()
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|| test_binaryop_13()
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|| test_binaryop_14()
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|| test_binaryop_15()
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|| test_binaryop_16()
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|| test_binaryop_17()
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|| test_binaryop_18()
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|| test_binaryop_19()
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|| test_binaryop_20()
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|| test_binaryop_21()
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|| test_binaryop_22()
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|| test_binaryop_23()
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|| test_binaryop_24()
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|| test_binaryop_25()
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|| test_binaryop_26()
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|| test_binaryop_27()
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|| test_binaryop_28()
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|| test_binaryop_29()
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|| test_binaryop_s1()
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|| test_binaryop_s2()
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|| test_binaryop_s3()
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|| test_binaryop_s4()
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|| test_binaryop_s5()
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|| test_binaryop_s6()
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|| test_binaryop_s7()
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|| test_binaryop_s8();
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if (ret != 0)
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return ret;
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}
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return 0;
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}
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