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