#ifndef CAFFE2_OPERATORS_LENGTHS_TOP_K_OP_H_ #define CAFFE2_OPERATORS_LENGTHS_TOP_K_OP_H_ #include "caffe2/core/context.h" #include "caffe2/core/logging.h" #include "caffe2/core/operator.h" #include "caffe2/operators/conv_pool_op_base.h" #include "caffe2/utils/math.h" namespace caffe2 { template class LengthsTopKOp : public Operator { public: USE_OPERATOR_CONTEXT_FUNCTIONS; template explicit LengthsTopKOp(Args&&... args) : Operator(std::forward(args)...), OP_SINGLE_ARG(int, "k", k_, -1) { CAFFE_ENFORCE_GE(k_, 1, "k argument must be >= 1"); } bool RunOnDevice() override; protected: int k_; INPUT_TAGS(X_IN, Y_IN); OUTPUT_TAGS(TOPK_VALUES_OUT, TOPK_INDICES_OUT); }; template class LengthsTopKGradientOp : public Operator { public: template explicit LengthsTopKGradientOp(Args&&... args) : Operator(std::forward(args)...), OP_SINGLE_ARG(int, "k", k_, -1) { CAFFE_ENFORCE_GE(k_, 1, "k argument must be >= 1"); } USE_OPERATOR_CONTEXT_FUNCTIONS; bool RunOnDevice() override; protected: int k_; INPUT_TAGS(LENGTH_IN, INDICES_IN, DER_TOPK_IN); OUTPUT_TAGS(DER_X_OUT); }; } // namespace caffe2 #endif // CAFFE2_OPERATORS_LENGTHS_TOP_K_OP_H_