pytorch/caffe2/operators/percentile_op.h
Sebastian Messmer 28b5df1c8f refactor caffe2 operator constructors - 6/9 (#17087)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/17087

clangr codemod

Reviewed By: ezyang

Differential Revision: D14078525

fbshipit-source-id: 7cc03b30b0d4eb99818e35406be4119b27bdb1bc
2019-02-28 14:23:57 -08:00

36 lines
910 B
C++

// Operator to calculate percentile values for an input tensor of data,
// given samples of data from the same distribution, labeled with their
// percentile values.
#ifndef CAFFE2_OPERATORS_PERCENTILE_OP_H_
#define CAFFE2_OPERATORS_PERCENTILE_OP_H_
#include "caffe2/core/context.h"
#include "caffe2/core/logging.h"
#include "caffe2/core/operator.h"
#include "caffe2/core/tensor.h"
#include "caffe2/utils/math.h"
namespace caffe2 {
template <class Context>
class PercentileOp final : public Operator<Context> {
public:
USE_OPERATOR_CONTEXT_FUNCTIONS;
template <class... Args>
explicit PercentileOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...) {}
bool RunOnDevice() override;
protected:
INPUT_TAGS(X, VAL_PCT_PAIRS, LENS);
OUTPUT_TAGS(PCT);
Tensor values_tensor;
Tensor percentiles_tensor;
};
} // namespace caffe2
#endif // CAFFE2_OPERATORS_PERCENTILE_OP_H_