mirror of
https://github.com/Tencent/ncnn.git
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nihui
71 lines
2.2 KiB
C++
71 lines
2.2 KiB
C++
// Copyright 2021 Xavier Hsinyuan <me@lstlx.com>
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// SPDX-License-Identifier: BSD-3-Clause
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#include "testutil.h"
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static int test_selu(const ncnn::Mat& a, float alpha, float lambda, int flag = 0)
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{
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ncnn::ParamDict pd;
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pd.set(0, alpha);
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pd.set(1, lambda);
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std::vector<ncnn::Mat> weights(0);
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int ret = test_layer("SELU", pd, weights, a, 0.001, flag);
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if (ret != 0)
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{
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fprintf(stderr, "test_selu failed a.dims=%d a=(%d %d %d %d) alpha=%f lambda=%f\n", a.dims, a.w, a.h, a.d, a.c, alpha, lambda);
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}
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return ret;
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}
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// cpu pack8/pack16 cases reuse the Vulkan pack4 path covered by the pack4 cases
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// keep the 1d sizes for dispatch boundary coverage
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static int test_selu_0()
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{
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return 0
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|| test_selu(RandomMat(7, 6, 5, 32), 1.673264f, 1.050700f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_selu(RandomMat(5, 6, 7, 24), 1.673264f, 1.050700f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_selu(RandomMat(7, 8, 9, 12), 1.673264f, 1.050700f)
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|| test_selu(RandomMat(3, 4, 5, 13), 1.673264f, 1.050700f);
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}
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static int test_selu_1()
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{
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return 0
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|| test_selu(RandomMat(4, 7, 32), 1.673264f, 1.050700f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_selu(RandomMat(5, 7, 24), 1.673264f, 1.050700f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_selu(RandomMat(7, 9, 12), 1.673264f, 1.050700f)
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|| test_selu(RandomMat(3, 5, 13), 1.673264f, 1.050700f);
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}
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static int test_selu_2()
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{
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return 0
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|| test_selu(RandomMat(13, 32), 1.673264f, 1.050700f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_selu(RandomMat(15, 24), 1.673264f, 1.050700f, TEST_LAYER_DISABLE_GPU_TESTING)
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|| test_selu(RandomMat(17, 12), 1.673264f, 1.050700f)
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|| test_selu(RandomMat(19, 15), 1.673264f, 1.050700f);
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}
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static int test_selu_3()
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{
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return 0
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|| test_selu(RandomMat(128), 1.673264f, 1.050700f)
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|| test_selu(RandomMat(124), 1.673264f, 1.050700f)
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|| test_selu(RandomMat(127), 1.673264f, 1.050700f)
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|| test_selu(RandomMat(120), 1.673264f, 1.050700f);
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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_selu_0()
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|| test_selu_1()
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|| test_selu_2()
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|| test_selu_3();
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}
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