mirror of
https://github.com/Tencent/ncnn.git
synced 2026-10-17 04:41:47 +08:00
nihui
68 lines
2.0 KiB
C++
68 lines
2.0 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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static int test_dropout(const ncnn::Mat& a, float scale, int flag = 0)
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{
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ncnn::ParamDict pd;
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pd.set(0, scale);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer("Dropout", pd, weights, a, 0.001, flag);
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if (ret != 0)
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{
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fprintf(stderr, "test_dropout failed a.dims=%d a=(%d %d %d %d) scale=%f\n", a.dims, a.w, a.h, a.d, a.c, scale);
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}
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return ret;
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}
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static int test_dropout_0()
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{
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return 0
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|| test_dropout(RandomMat(5, 6, 7, 24), 1.f)
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|| test_dropout(RandomMat(5, 6, 7, 24), 0.2f)
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|| test_dropout(RandomMat(7, 8, 9, 12), 0.3f)
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|| test_dropout(RandomMat(3, 4, 5, 13), 0.5f)
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|| test_dropout(RandomMat(5, 7, 24), 1.f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_dropout(RandomMat(5, 7, 24), 0.2f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_dropout(RandomMat(7, 9, 12), 1.f)
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|| test_dropout(RandomMat(7, 9, 12), 0.3f)
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|| test_dropout(RandomMat(3, 5, 13), 1.f)
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|| test_dropout(RandomMat(3, 5, 13), 0.5f);
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}
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static int test_dropout_1()
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{
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return 0
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|| test_dropout(RandomMat(15, 24), 1.f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_dropout(RandomMat(15, 24), 0.6f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_dropout(RandomMat(19, 12), 1.f)
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|| test_dropout(RandomMat(19, 12), 0.4f)
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|| test_dropout(RandomMat(17, 15), 1.f)
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|| test_dropout(RandomMat(17, 15), 0.7f);
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}
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static int test_dropout_2()
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{
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return 0
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|| test_dropout(RandomMat(128), 1.f)
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|| test_dropout(RandomMat(128), 0.4f)
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|| test_dropout(RandomMat(124), 1.f)
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|| test_dropout(RandomMat(124), 0.1f)
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|| test_dropout(RandomMat(127), 1.f)
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|| test_dropout(RandomMat(127), 0.5f);
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}
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int main()
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{
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SRAND(7767517);
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return 0
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|| test_dropout_0()
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|| test_dropout_1()
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|| test_dropout_2();
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}
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