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
34
35
36
37
38
39
40
41
|
#include "caffe2/quantization/server/elementwise_dnnlowp_op.h"
#include "caffe2/quantization/server/sigmoid.h"
namespace caffe2 {
using namespace dnnlowp;
template <typename T>
class SigmoidFunctor {
public:
explicit SigmoidFunctor() : sigmoid_() {}
inline void operator()(const int n, const T* x, T* y) {
for (int i = 0; i < n; ++i) {
y[i] = sigmoid_.Compute(x[i]);
}
}
TensorQuantizationParams GetOutputQuantizationParams() const {
return sigmoid_.GetOutputQuantizationParams();
}
private:
Sigmoid<T> sigmoid_;
};
REGISTER_CPU_OPERATOR_WITH_ENGINE(
Sigmoid,
DNNLOWP,
UnaryElementwiseWithArgsDNNLowPOp<
std::uint8_t,
SigmoidFunctor<std::uint8_t>>);
REGISTER_CPU_OPERATOR_WITH_ENGINE(
Int8Sigmoid,
DNNLOWP,
UnaryElementwiseWithArgsDNNLowPOp<
std::uint8_t,
SigmoidFunctor<std::uint8_t>>);
} // namespace caffe2
|
