Skip to content

Commit 5a6d71c

Browse files
committed
feat: add multilabel_margin_loss_backward base
1 parent 78424f7 commit 5a6d71c

1 file changed

Lines changed: 70 additions & 0 deletions

File tree

Lines changed: 70 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,70 @@
1+
// AUTO-GENERATED by `scripts/generate_torch_ops.py` — DO NOT EDIT.
2+
#ifndef INFINI_OPS_BASE_MULTILABEL_MARGIN_LOSS_BACKWARD_H_
3+
#define INFINI_OPS_BASE_MULTILABEL_MARGIN_LOSS_BACKWARD_H_
4+
5+
#include "operator.h"
6+
7+
namespace infini::ops {
8+
9+
class MultilabelMarginLossBackward : public Operator<MultilabelMarginLossBackward> {
10+
public:
11+
MultilabelMarginLossBackward(const Tensor grad_output, const Tensor input, const Tensor target, const int64_t reduction, const Tensor is_target, Tensor grad_input)
12+
: grad_output_shape_{grad_output.shape()},
13+
grad_output_strides_{grad_output.strides()},
14+
grad_output_type_{grad_output.dtype()},
15+
input_shape_{input.shape()},
16+
input_strides_{input.strides()},
17+
input_type_{input.dtype()},
18+
target_shape_{target.shape()},
19+
target_strides_{target.strides()},
20+
target_type_{target.dtype()},
21+
is_target_shape_{is_target.shape()},
22+
is_target_strides_{is_target.strides()},
23+
is_target_type_{is_target.dtype()},
24+
grad_input_shape_{grad_input.shape()},
25+
grad_input_strides_{grad_input.strides()},
26+
grad_input_type_{grad_input.dtype()},
27+
reduction_{reduction},
28+
device_index_{grad_input.device().index()} {}
29+
30+
virtual void operator()(const Tensor grad_output, const Tensor input, const Tensor target, const int64_t reduction, const Tensor is_target, Tensor grad_input) const = 0;
31+
32+
protected:
33+
Tensor::Shape grad_output_shape_;
34+
35+
Tensor::Strides grad_output_strides_;
36+
37+
DataType grad_output_type_;
38+
39+
Tensor::Shape input_shape_;
40+
41+
Tensor::Strides input_strides_;
42+
43+
DataType input_type_;
44+
45+
Tensor::Shape target_shape_;
46+
47+
Tensor::Strides target_strides_;
48+
49+
DataType target_type_;
50+
51+
Tensor::Shape is_target_shape_;
52+
53+
Tensor::Strides is_target_strides_;
54+
55+
DataType is_target_type_;
56+
57+
Tensor::Shape grad_input_shape_;
58+
59+
Tensor::Strides grad_input_strides_;
60+
61+
DataType grad_input_type_;
62+
63+
int64_t reduction_{};
64+
65+
int device_index_{0};
66+
};
67+
68+
} // namespace infini::ops
69+
70+
#endif

0 commit comments

Comments
 (0)