#ifndef CAFFE2_OPERATORS_WHILE_OP_H_ #define CAFFE2_OPERATORS_WHILE_OP_H_ #include "caffe2/core/context.h" #include "caffe2/core/logging.h" #include "caffe2/core/operator.h" namespace caffe2 { template class WhileOp final : public Operator { public: explicit WhileOp(const OperatorDef& operator_def, Workspace* ws) : Operator(operator_def, ws) { CAFFE_ENFORCE( this->template HasSingleArgumentOfType("loop_net"), "loop_net must be specified in While operator"); loop_net_def_ = this->template GetSingleArgument("loop_net", NetDef()); loop_net_ = CreateNet(loop_net_def_, ws); CAFFE_ENFORCE(loop_net_, "Failed to initialize loop subnet"); cond_net_ = nullptr; bool has_cond_net = this->template HasSingleArgumentOfType("cond_net"); if (has_cond_net) { cond_net_def_ = this->template GetSingleArgument("cond_net", NetDef()); cond_net_ = CreateNet(cond_net_def_, ws); CAFFE_ENFORCE(cond_net_, "Failed to initialize condition subnet"); } } USE_OPERATOR_CONTEXT_FUNCTIONS; bool RunOnDevice() override { CAFFE_ENFORCE( this->InputIsTensorType(0, Context::GetDeviceType()), "Invalid condition in While operator: tensor expected"); const auto& condition = Input(0); CAFFE_ENFORCE_EQ( condition.numel(), 1, "Invalid condition tensor in While operator: single value expected"); while (true) { if (cond_net_ && !cond_net_->Run()) { return false; } if (!*condition.template data()) { return true; } if (!loop_net_->Run()) { return false; } } return true; } private: NetDef loop_net_def_; std::unique_ptr loop_net_; NetDef cond_net_def_; std::unique_ptr cond_net_; }; } // namespace caffe2 #endif // CAFFE2_OPERATORS_WHILE_OP_H_