#ifndef CAFFE2_OPERATORS_IF_OP_H_ #define CAFFE2_OPERATORS_IF_OP_H_ #include "caffe2/core/context.h" #include "caffe2/core/logging.h" #include "caffe2/core/operator.h" namespace caffe2 { template class IfOp final : public Operator { public: explicit IfOp(const OperatorDef& operator_def, Workspace* ws) : Operator(operator_def, ws) { CAFFE_ENFORCE( this->template HasSingleArgumentOfType("then_net"), "then_net must be specified in If operator"); auto then_net_def = this->template GetSingleArgument("then_net", NetDef()); then_net_ = CreateNet(then_net_def, ws); CAFFE_ENFORCE(then_net_, "Failed to initialize then subnet"); if (this->template HasSingleArgumentOfType("else_net")) { auto else_net_def = this->template GetSingleArgument("else_net", NetDef()); else_net_ = CreateNet(else_net_def, ws); CAFFE_ENFORCE(else_net_, "Failed to initialize else subnet"); } } USE_OPERATOR_CONTEXT_FUNCTIONS; bool RunOnDevice() override { CAFFE_ENFORCE( this->InputIsTensorType(0, Context::GetDeviceType()), "Invalid condition in If operator: tensor expected"); const auto& condition = Input(0); CAFFE_ENFORCE_EQ( condition.numel(), 1, "Invalid condition tensor in If operator: single value expected"); auto conditionValue = *condition.template data(); if (conditionValue) { return then_net_->Run(); } else if (else_net_) { return else_net_->Run(); } return true; } private: std::unique_ptr then_net_; std::unique_ptr else_net_; }; } // namespace caffe2 #endif // CAFFE2_OPERATORS_IF_OP_H_