Merge branch 'feature/add_fwd_block_id' of github.com:reyoung/Paddle into feature/add_fwd_block_id

Author: reyoung

python/paddle/v2/fluid/memory_optimization_transpiler.py

@@ -223,15 +223,15 @@ def get_cfgs(input_program):
 
     # Find while/while_grad block pair
     for grad_id in while_grad_sub_block_ids:
-        parent_id = pdesc.block(grad_id).parent
-        if parent_id in while_sub_block_ids:
-            while_block_id_pair.append((parent_id, grad_id))
-            while_sub_block_ids.remove(parent_id)
+        forward_id = pdesc.block(grad_id).get_forward_block_idx()
+        if forward_id in while_sub_block_ids:
+            while_block_id_pair.append((forward_id, grad_id))
+            while_sub_block_ids.remove(forward_id)
 
     # Get while/while_grad block ops
-    for parent_id, grad_id in while_block_id_pair:
+    for forward_id, grad_id in while_block_id_pair:
         while_block_ops = []
-        while_block = pdesc.block(parent_id)
+        while_block = pdesc.block(forward_id)
         while_block_op_size = while_block.op_size()
         for i in range(while_block_op_size):
             while_block_ops.append(while_block.op(i))
@@ -242,21 +242,21 @@ def get_cfgs(input_program):
             while_block_ops.append(while_grad_block.op(i))
 
         while_op_output = set()
-        while_op_output.update(while_op_dict[parent_id].output_arg_names())
+        while_op_output.update(while_op_dict[forward_id].output_arg_names())
         while_op_output.update(while_op_dict[grad_id].output_arg_names())
 
         ops_list.append((while_block_ops, while_block_op_size, while_op_output))
 
     # Process rest while block ops
-    for parent_id in while_sub_block_ids:
+    for forward_id in while_sub_block_ids:
         while_block_ops = []
-        while_block = pdesc.block(parent_id)
+        while_block = pdesc.block(forward_id)
         while_block_op_size = while_block.op_size()
         for i in range(while_block_op_size):
             while_block_ops.append(while_block.op(i))
 
         while_op_output = set()
-        while_op_output.update(while_op_dict[parent_id].output_arg_names())
+        while_op_output.update(while_op_dict[forward_id].output_arg_names())
 
         ops_list.append((while_block_ops, while_block_op_size, while_op_output))