wehub-resource-sync
45 lines
2.3 KiB
C++
45 lines
2.3 KiB
C++
// This file is part of OpenCV project.
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// It is subject to the license terms in the LICENSE file found in the top-level directory
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// of this distribution and at http://opencv.org/license.html.
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#ifndef OPENCV_DNN_SRC_CUDA4DNN_KERNELS_MVN_HPP
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#define OPENCV_DNN_SRC_CUDA4DNN_KERNELS_MVN_HPP
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#include "../csl/stream.hpp"
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#include "../csl/span.hpp"
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#include <cstddef>
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namespace cv { namespace dnn { namespace cuda4dnn { namespace kernels {
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template <class T>
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void reduce_mean(const csl::Stream& stream, csl::Span<float> means, csl::View<T> input, std::size_t inner_size);
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template <class T>
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void reduce_mean_sqr_sum(const csl::Stream& stream, csl::Span<float> means, csl::Span<float> sum_sqrs, csl::View<T> input, std::size_t inner_size);
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void compute_normalization_scale(const csl::Stream& stream, csl::Span<float> scale, csl::View<float> means, csl::View<float> sum_sqrs, std::size_t inner_size, float eps);
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template <class T>
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void normalize_mean(const csl::Stream& stream, csl::Span<T> output, csl::View<T> input, csl::View<float> means, std::size_t inner_size);
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template <class T>
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void normalize_mean_variance(const csl::Stream& stream, csl::Span<T> output, csl::View<T> input, csl::View<float> means, csl::View<float> scale, std::size_t inner_size);
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template <class T>
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void normalize_mean_variance_channelwise(const csl::Stream &stream, csl::Span<T> output, csl::View<T> input, csl::View<T> scale, csl::View<T> bias, csl::View<float> means, csl::View<float> inv_stddev, std::size_t inner_size, std::size_t C);
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template <class T>
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void normalize_mean_variance_layernorm(const csl::Stream &stream, csl::Span<T> output, csl::View<T> input, csl::View<T> scale, csl::View<float> means, csl::View<float> inv_stddev, std::size_t inner_size);
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template <class T>
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void normalize_mean_variance_layernorm(const csl::Stream &stream, csl::Span<T> output, csl::View<T> input, csl::View<T> scale, csl::View<T> bias, csl::View<float> means, csl::View<float> inv_stddev, std::size_t inner_size);
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template <class T>
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void normalize_mean_variance_groupwise(const csl::Stream &stream, csl::Span<T> output, csl::View<T> input, csl::View<T> scale, csl::View<T> bias, csl::View<float> means, csl::View<float> inv_stddev, std::size_t inner_size, std::size_t C, std::size_t num_groups, std::size_t group_size);
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}}}} /* namespace cv::dnn::cuda4dnn::kernels */
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#endif /* OPENCV_DNN_SRC_CUDA4DNN_KERNELS_MVN_HPP */
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