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feat: add multi_margin_loss_backward base
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#ifndef INFINI_OPS_BASE_MULTI_MARGIN_LOSS_BACKWARD_H_
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#define INFINI_OPS_BASE_MULTI_MARGIN_LOSS_BACKWARD_H_
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#include "operator.h"
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namespace infini::ops {
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class MultiMarginLossBackward : public Operator<MultiMarginLossBackward> {
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public:
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MultiMarginLossBackward(const Tensor grad_output, const Tensor input,
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const Tensor target, const double p,
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const double margin, const int64_t reduction,
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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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input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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target_shape_{target.shape()},
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target_strides_{target.strides()},
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target_type_{target.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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p_{p},
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margin_{margin},
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reduction_{reduction},
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device_index_{grad_input.device().index()} {}
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virtual void operator()(const Tensor grad_output, const Tensor input,
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const Tensor target, const double p,
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const double margin, const int64_t reduction,
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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 input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape target_shape_;
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Tensor::Strides target_strides_;
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DataType target_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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double p_{};
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double margin_{};
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int64_t reduction_{};
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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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