forked from jiuyuan/InfiniTensor
54 lines
1.7 KiB
C
54 lines
1.7 KiB
C
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#pragma once
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#include "core/operator.h"
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namespace infini {
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class PoolingObj : public OperatorObj {
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private:
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int kh, kw;
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int dh, dw;
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int ph, pw;
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int sh, sw;
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int n, c, h, w;
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public:
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PoolingObj(GraphObj *graph, OpType optype, Tensor input, Tensor output,
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int kh, int kw, int dh, int dw, int ph, int pw, int sh, int sw);
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optional<vector<Shape>> inferShape(const TensorVec &inputs) const override;
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std::string toString() const override;
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int numInputs() const override { return 1; }
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int numOutputs() const override { return 1; }
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int getKh() const { return kh; }
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int getKw() const { return kw; }
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int getDh() const { return dh; }
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int getDw() const { return dw; }
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int getPh() const { return ph; }
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int getPw() const { return pw; }
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int getSh() const { return sh; }
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int getSw() const { return sw; }
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auto getPadStrideDilation() const { return tuple(ph, pw, sh, sw, dh, dw); }
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auto getNCHWRS() const { return tuple(n, c, h, w, kh, kw); }
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private:
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vector<int> getWorkloadVector() const override;
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vector<int> getOpAttrVector() const override;
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};
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class MaxPoolObj : public PoolingObj {
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public:
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MaxPoolObj(GraphObj *graph, Tensor input, Tensor output, int kh, int kw,
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int dh, int dw, int ph, int pw, int sh, int sw)
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: PoolingObj(graph, OpType::MaxPool, input, output, kh, kw, dh, dw, ph,
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pw, sh, sw) {}
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};
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class AvgPoolObj : public PoolingObj {
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public:
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AvgPoolObj(GraphObj *graph, Tensor input, Tensor output, int kh, int kw,
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int dh, int dw, int ph, int pw, int sh, int sw)
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: PoolingObj(graph, OpType::AvgPool, input, output, kh, kw, dh, dw, ph,
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pw, sh, sw) {}
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};
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}; // namespace infini
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