1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
|
#pragma once
#include "caffe2/core/operator.h"
#include "caffe2/utils/math.h"
namespace caffe2 {
template <typename T, class Context>
class CAFFE2_API SparseNormalizeOp final : public Operator<Context> {
public:
USE_OPERATOR_CONTEXT_FUNCTIONS;
template <class... Args>
explicit SparseNormalizeOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...),
use_max_norm_(
this->template GetSingleArgument<bool>("use_max_norm", true)),
norm_(this->template GetSingleArgument<float>("norm", 1.0)) {
CAFFE_ENFORCE_GE(norm_, 0, "norm should be bigger than 0");
}
bool RunOnDevice() override;
template <typename SIndex>
bool DoRunWithType();
protected:
bool use_max_norm_;
float norm_;
INPUT_TAGS(PARAM, INDICES);
OUTPUT_TAGS(OUTPUT_PARAM);
};
} // namespace caffe2
|
