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85 changes: 85 additions & 0 deletions src/base/max_pool3d_with_indices_backward.h
Original file line number Diff line number Diff line change
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#ifndef INFINI_OPS_BASE_MAX_POOL3D_WITH_INDICES_BACKWARD_H_
#define INFINI_OPS_BASE_MAX_POOL3D_WITH_INDICES_BACKWARD_H_

#include "operator.h"

namespace infini::ops {

class MaxPool3dWithIndicesBackward
: public Operator<MaxPool3dWithIndicesBackward> {
public:
MaxPool3dWithIndicesBackward(const Tensor grad_output, const Tensor input,
const std::vector<int64_t> kernel_size,
const std::vector<int64_t> stride,
const std::vector<int64_t> padding,
const std::vector<int64_t> dilation,
const bool ceil_mode, const Tensor indices,
Tensor grad_input)
: grad_output_shape_{grad_output.shape()},
grad_output_strides_{grad_output.strides()},
grad_output_type_{grad_output.dtype()},
input_shape_{input.shape()},
input_strides_{input.strides()},
input_type_{input.dtype()},
indices_shape_{indices.shape()},
indices_strides_{indices.strides()},
indices_type_{indices.dtype()},
grad_input_shape_{grad_input.shape()},
grad_input_strides_{grad_input.strides()},
grad_input_type_{grad_input.dtype()},
kernel_size_{kernel_size},
stride_{stride},
padding_{padding},
dilation_{dilation},
ceil_mode_{ceil_mode},
device_index_{grad_input.device().index()} {}

virtual void operator()(const Tensor grad_output, const Tensor input,
const std::vector<int64_t> kernel_size,
const std::vector<int64_t> stride,
const std::vector<int64_t> padding,
const std::vector<int64_t> dilation,
const bool ceil_mode, const Tensor indices,
Tensor grad_input) const = 0;

protected:
Tensor::Shape grad_output_shape_;

Tensor::Strides grad_output_strides_;

DataType grad_output_type_;

Tensor::Shape input_shape_;

Tensor::Strides input_strides_;

DataType input_type_;

Tensor::Shape indices_shape_;

Tensor::Strides indices_strides_;

DataType indices_type_;

Tensor::Shape grad_input_shape_;

Tensor::Strides grad_input_strides_;

DataType grad_input_type_;

std::vector<int64_t> kernel_size_{};

std::vector<int64_t> stride_{};

std::vector<int64_t> padding_{};

std::vector<int64_t> dilation_{};

bool ceil_mode_{};

int device_index_{0};
};

} // namespace infini::ops

#endif
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