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
382 lines
18 KiB
C++
382 lines
18 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) 2021 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/reduction.h"
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#include "testutil.h"
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#define OP_TYPE_MAX 11
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static int op_type = 0;
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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 ncnn::Mat IntArrayMat(int a0, int a1, int a2, int a3)
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{
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ncnn::Mat m(4);
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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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p[3] = a3;
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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_reduction(const ncnn::Mat& _a, float coeff, int keepdims)
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{
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ncnn::Mat a = _a;
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if (op_type == 9 || op_type == 10)
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{
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// value must be positive for logsum and logsumexp
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Randomize(a, 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); // reduce_all
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pd.set(2, coeff);
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pd.set(4, keepdims);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Reduction>("Reduction", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_reduction failed a.dims=%d a=(%d %d %d %d) op_type=%d coeff=%f keepdims=%d reduce_all=1\n", a.dims, a.w, a.h, a.d, a.c, op_type, coeff, keepdims);
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}
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return ret;
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}
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static int test_reduction(const ncnn::Mat& _a, float coeff, int keepdims, const ncnn::Mat& axes)
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{
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ncnn::Mat a = _a;
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if (op_type == 9 || op_type == 10)
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{
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// value must be positive for logsum and logsumexp
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Randomize(a, 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, 0); // reduce_all
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pd.set(2, coeff);
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pd.set(3, axes);
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pd.set(4, keepdims);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer<ncnn::Reduction>("Reduction", pd, weights, a);
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if (ret != 0)
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{
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fprintf(stderr, "test_reduction failed a.dims=%d a=(%d %d %d %d) op_type=%d coeff=%f keepdims=%d", a.dims, a.w, a.h, a.d, a.c, op_type, coeff, keepdims);
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fprintf(stderr, " axes=");
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print_int_array(axes);
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fprintf(stderr, "\n");
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}
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return ret;
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}
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static int test_reduction_0()
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{
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return 0
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0)
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0)
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0)
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0)
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0)
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0)
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1)
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1)
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1)
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1)
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1)
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1)
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(1))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(0, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(1, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(0, 1, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(0, 2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 0, IntArrayMat(1, 2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 0, IntArrayMat(0, 1, 2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(1))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(0, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(1, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(0, 1, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(0, 2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 0, IntArrayMat(1, 2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 0, IntArrayMat(0, 1, 2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(1))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(0, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(1, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(0, 1, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(0, 2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 0, IntArrayMat(1, 2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 0, IntArrayMat(0, 1, 2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(0))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(1))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(0, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(1, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(0, 1, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(0, 2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 2.f, 1, IntArrayMat(1, 2, 3))
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|| test_reduction(RandomMat(5, 6, 7, 24), 1.f, 1, IntArrayMat(0, 1, 2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(0))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(1))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(0, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(1, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(0, 1, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(0, 2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 2.f, 1, IntArrayMat(1, 2, 3))
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|| test_reduction(RandomMat(7, 8, 9, 12), 1.f, 1, IntArrayMat(0, 1, 2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(0))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(1))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(0, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(1, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(0, 1, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(0, 2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 2.f, 1, IntArrayMat(1, 2, 3))
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|| test_reduction(RandomMat(3, 4, 5, 13), 1.f, 1, IntArrayMat(0, 1, 2, 3));
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}
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static int test_reduction_1()
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{
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return 0
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 0)
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 0)
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 0)
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 0)
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 0)
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 0)
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 1)
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 1)
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 1)
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 1)
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 1)
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 1)
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 0, IntArrayMat(1))
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 0, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 0, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 0, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 0, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 0, IntArrayMat(1))
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 0, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 0, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 0, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 0, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 0, IntArrayMat(1))
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 0, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 0, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 0, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 0, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 1, IntArrayMat(0))
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 1, IntArrayMat(1))
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 1, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 1, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(5, 7, 24), 1.f, 1, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(5, 7, 24), 2.f, 1, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 1, IntArrayMat(0))
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 1, IntArrayMat(1))
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 1, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 1, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(7, 9, 12), 1.f, 1, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(7, 9, 12), 2.f, 1, IntArrayMat(0, 1, 2))
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 1, IntArrayMat(0))
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 1, IntArrayMat(1))
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 1, IntArrayMat(0, 1))
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 1, IntArrayMat(0, 2))
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|| test_reduction(RandomMat(3, 5, 13), 1.f, 1, IntArrayMat(1, 2))
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|| test_reduction(RandomMat(3, 5, 13), 2.f, 1, IntArrayMat(0, 1, 2));
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}
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static int test_reduction_2()
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{
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return 0
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|| test_reduction(RandomMat(15, 24), 1.f, 0)
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|| test_reduction(RandomMat(15, 24), 2.f, 0)
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|| test_reduction(RandomMat(17, 12), 1.f, 0)
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|| test_reduction(RandomMat(17, 12), 2.f, 0)
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|| test_reduction(RandomMat(19, 15), 1.f, 0)
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|| test_reduction(RandomMat(19, 15), 2.f, 0)
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|| test_reduction(RandomMat(15, 24), 1.f, 1)
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|| test_reduction(RandomMat(15, 24), 2.f, 1)
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|| test_reduction(RandomMat(17, 12), 1.f, 1)
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|| test_reduction(RandomMat(17, 12), 2.f, 1)
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|| test_reduction(RandomMat(19, 15), 1.f, 1)
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|| test_reduction(RandomMat(19, 15), 2.f, 1)
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|| test_reduction(RandomMat(15, 24), 1.f, 0, IntArrayMat(0))
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|| test_reduction(RandomMat(15, 24), 2.f, 0, IntArrayMat(1))
|
|
|| test_reduction(RandomMat(15, 24), 1.f, 0, IntArrayMat(0, 1))
|
|
|| test_reduction(RandomMat(17, 12), 2.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(17, 12), 1.f, 0, IntArrayMat(1))
|
|
|| test_reduction(RandomMat(17, 12), 2.f, 0, IntArrayMat(0, 1))
|
|
|| test_reduction(RandomMat(19, 15), 1.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(19, 15), 2.f, 0, IntArrayMat(1))
|
|
|| test_reduction(RandomMat(19, 15), 1.f, 0, IntArrayMat(0, 1))
|
|
|
|
|| test_reduction(RandomMat(15, 24), 2.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(15, 24), 1.f, 1, IntArrayMat(1))
|
|
|| test_reduction(RandomMat(15, 24), 2.f, 1, IntArrayMat(0, 1))
|
|
|| test_reduction(RandomMat(17, 12), 1.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(17, 12), 2.f, 1, IntArrayMat(1))
|
|
|| test_reduction(RandomMat(17, 12), 1.f, 1, IntArrayMat(0, 1))
|
|
|| test_reduction(RandomMat(19, 15), 2.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(19, 15), 1.f, 1, IntArrayMat(1))
|
|
|| test_reduction(RandomMat(19, 15), 2.f, 1, IntArrayMat(0, 1));
|
|
}
|
|
|
|
static int test_reduction_3()
|
|
{
|
|
return 0
|
|
|| test_reduction(RandomMat(128), 1.f, 0)
|
|
|| test_reduction(RandomMat(128), 2.f, 0)
|
|
|| test_reduction(RandomMat(124), 1.f, 0)
|
|
|| test_reduction(RandomMat(124), 2.f, 0)
|
|
|| test_reduction(RandomMat(127), 1.f, 0)
|
|
|| test_reduction(RandomMat(127), 2.f, 0)
|
|
|
|
|| test_reduction(RandomMat(128), 1.f, 1)
|
|
|| test_reduction(RandomMat(128), 2.f, 1)
|
|
|| test_reduction(RandomMat(124), 1.f, 1)
|
|
|| test_reduction(RandomMat(124), 2.f, 1)
|
|
|| test_reduction(RandomMat(127), 1.f, 1)
|
|
|| test_reduction(RandomMat(127), 2.f, 1)
|
|
|
|
|| test_reduction(RandomMat(128), 1.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(128), 2.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(124), 1.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(124), 2.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(127), 1.f, 0, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(127), 2.f, 0, IntArrayMat(0))
|
|
|
|
|| test_reduction(RandomMat(128), 1.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(128), 2.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(124), 1.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(124), 2.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(127), 1.f, 1, IntArrayMat(0))
|
|
|| test_reduction(RandomMat(127), 1.f, 1, IntArrayMat(0));
|
|
}
|
|
|
|
int main()
|
|
{
|
|
SRAND(7767517);
|
|
|
|
for (op_type = 0; op_type < OP_TYPE_MAX; op_type++)
|
|
{
|
|
int ret = 0
|
|
|| test_reduction_0()
|
|
|| test_reduction_1()
|
|
|| test_reduction_2()
|
|
|| test_reduction_3();
|
|
|
|
if (ret != 0)
|
|
return ret;
|
|
}
|
|
|
|
return 0;
|
|
}
|