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feat: add normal base #370

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feat: add normal base #370

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64 changes: 64 additions & 0 deletions src/base/normal.h
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Original file line number Diff line number Diff line change
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#ifndef INFINI_OPS_BASE_NORMAL_H_
#define INFINI_OPS_BASE_NORMAL_H_

#include "operator.h"

namespace infini::ops {

class Normal : public Operator<Normal> {
public:
Normal(const Tensor mean, const double std, Tensor out)
: mean_shape_{mean.shape()},
mean_strides_{mean.strides()},
mean_type_{mean.dtype()},
out_shape_{out.shape()},
out_strides_{out.strides()},
out_type_{out.dtype()},
std_{std},
device_index_{out.device().index()} {}

Normal(const Tensor mean, const Tensor std, Tensor out)
: mean_shape_{mean.shape()},
mean_strides_{mean.strides()},
mean_type_{mean.dtype()},
out_shape_{out.shape()},
out_strides_{out.strides()},
out_type_{out.dtype()},
std_shape_{std.shape()},
std_strides_{std.strides()},
std_type_{std.dtype()},
device_index_{out.device().index()} {}

virtual void operator()(const Tensor mean, const double std,
Tensor out) const = 0;

virtual void operator()(const Tensor mean, const Tensor std,
Tensor out) const = 0;

protected:
Tensor::Shape mean_shape_;

Tensor::Strides mean_strides_;

DataType mean_type_;

Tensor::Shape out_shape_;

Tensor::Strides out_strides_;

DataType out_type_;

double std_{};

Tensor::Shape std_shape_;

Tensor::Strides std_strides_;

DataType std_type_;

int device_index_{0};
};

} // namespace infini::ops

#endif
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