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feat: add upsample_nearest2d_backward base
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#ifndef INFINI_OPS_BASE_UPSAMPLE_NEAREST2D_BACKWARD_H_
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#define INFINI_OPS_BASE_UPSAMPLE_NEAREST2D_BACKWARD_H_
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#include "operator.h"
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namespace infini::ops {
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class UpsampleNearest2dBackward : public Operator<UpsampleNearest2dBackward> {
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public:
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UpsampleNearest2dBackward(const Tensor grad_output,
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const std::vector<int64_t> output_size,
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const std::vector<int64_t> input_size,
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Tensor grad_input)
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: grad_output_shape_{grad_output.shape()},
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grad_output_strides_{grad_output.strides()},
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grad_output_type_{grad_output.dtype()},
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grad_input_shape_{grad_input.shape()},
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grad_input_strides_{grad_input.strides()},
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grad_input_type_{grad_input.dtype()},
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output_size_{output_size},
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input_size_{input_size},
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device_index_{grad_input.device().index()} {}
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virtual void operator()(const Tensor grad_output,
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const std::vector<int64_t> output_size,
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const std::vector<int64_t> input_size,
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Tensor grad_input) const = 0;
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protected:
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Tensor::Shape grad_output_shape_;
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Tensor::Strides grad_output_strides_;
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DataType grad_output_type_;
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Tensor::Shape grad_input_shape_;
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Tensor::Strides grad_input_strides_;
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DataType grad_input_type_;
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std::vector<int64_t> output_size_{};
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std::vector<int64_t> input_size_{};
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

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