wehub-resource-sync
38 lines
1.4 KiB
C++
38 lines
1.4 KiB
C++
#ifndef KleidiAIConvolutionDepthwise_hpp
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#define KleidiAIConvolutionDepthwise_hpp
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#ifdef MNN_KLEIDIAI_ENABLED
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#include "core/AutoStorage.h"
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#include "backend/cpu/CPUConvolution.hpp"
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#include "backend/cpu/compute/ConvolutionIntFactory.hpp"
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#include "kai_rhs_dwconv_pack_x32p1vlx1b_x32_x32_sme.h"
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#include "kai_dwconv_clamp_f32_f32_f32p1vlx1b_3x3_s1_4xc_sme2_mla.h"
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#include "backend/cpu/CPUTensorConvert.hpp"
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namespace MNN {
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class KleidiAIConvolutionDepthwise {
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public:
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class KleidiAIDepthwiseExecution : public CPUConvolution {
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public:
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KleidiAIDepthwiseExecution(const Convolution2DCommon *common, Backend *b, const float *originWeight,
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size_t originWeightSize, const float *bias, size_t biasSize);
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virtual ~KleidiAIDepthwiseExecution() = default;
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virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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private:
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int mNumber = 1;
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std::shared_ptr<Tensor> mPackedRhs;
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std::shared_ptr<Tensor> mWeightTemp;
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Tensor mOutputNHWC;
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Tensor mInputNHWC;
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};
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};
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} // namespace MNN
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#endif // defined(MNN_KLEIDIAI_ENABLED)
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#endif /* KleidiAIConvolutionDepthwise_hpp */
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