| 78 | } |
| 79 | |
| 80 | void ProgramProcessor::GetInputsOutputsInBlock( |
| 81 | const BlockDesc ¤t_block, |
| 82 | std::set<std::string> *inner_inputs, |
| 83 | std::set<std::string> *inner_outputs) { |
| 84 | /* Find inputs and outputs in current control flow block. |
| 85 | :param current_block: Current control flow block. |
| 86 | :param inner_inputs: Input var vector of ops in current block. |
| 87 | :param inner_outputs: Output var vector of ops in current block. */ |
| 88 | |
| 89 | // Step1: update inner_inputs and inner_outputs |
| 90 | // NOTE: Here assumes that all variables are input or output of Ops, |
| 91 | |
| 92 | for (OpDesc *op : current_block.AllOps()) { |
| 93 | for (auto const &iname : op->InputNames()) { |
| 94 | for (auto const &in_var_name : op->Input(iname)) { |
| 95 | VLOG(3) << "insert inner_inputs_name:" << in_var_name; |
| 96 | inner_inputs->insert(in_var_name); |
| 97 | } |
| 98 | } |
| 99 | |
| 100 | for (auto const &oname : op->OutputNames()) { |
| 101 | for (auto const &out_var_name : op->Output(oname)) { |
| 102 | VLOG(3) << "insert out_var_name:" << out_var_name; |
| 103 | inner_outputs->insert(out_var_name); |
| 104 | } |
| 105 | } |
| 106 | } |
| 107 | |
| 108 | // Step2: Remove variable created in current control flow block. |
| 109 | BlockDesc *parent_block = current_block.ParentBlock(); |
| 110 | |
| 111 | if (parent_block) { |
| 112 | for (auto iter = inner_inputs->begin(); iter != inner_inputs->end();) { |
| 113 | const std::string &in_var_name = *iter; |
| 114 | if (current_block.HasVar(in_var_name)) { |
| 115 | VLOG(3) << "remove inner input var:" << in_var_name; |
| 116 | iter = inner_inputs->erase(iter); |
| 117 | } else { |
| 118 | ++iter; |
| 119 | } |
| 120 | } |
| 121 | |
| 122 | for (auto iter = inner_outputs->begin(); iter != inner_outputs->end();) { |
| 123 | const std::string &out_var_name = *iter; |
| 124 | if (current_block.HasVar(out_var_name)) { |
| 125 | VLOG(3) << "remove inner output var:" << out_var_name; |
| 126 | iter = inner_outputs->erase(iter); |
| 127 | } else { |
| 128 | ++iter; |
| 129 | } |
| 130 | } |
| 131 | } |
| 132 | } |
| 133 | |
| 134 | void ProgramProcessor::AddDepToBlockOp(const BlockDesc &block) { |
| 135 | VLOG(3) << "Op size:" << block.AllOps().size(); |