update

paddleslim/nas/sa_nas.py

@@ -40,21 +40,19 @@ class SANAS(object):
                  init_temperature=100,
                  reduce_rate=0.85,
                  search_steps=300,
-                 key="sa_nas",
                  save_checkpoint='nas_checkpoint',
                  load_checkpoint=None,
                  is_server=False):
         """
         Search a group of ratios used to prune program.
         Args:
-            configs(list<tuple>): A list of search space configuration with format (key, input_size, output_size, block_num).
+            configs(list<tuple>): A list of search space configuration with format [(key, {input_size, output_size, block_num, block_mask})].
                                   `key` is the name of search space with data type str. `input_size` and `output_size`  are
-                                   input size and output size of searched sub-network. `block_num` is the number of blocks in searched network.
+                                   input size and output size of searched sub-network. `block_num` is the number of blocks in searched network, `block_mask` is a list consists by 0 and 1, 0 means normal block, 1 means reduction block.
             server_addr(tuple): A tuple of server ip and server port for controller server. 
             init_temperature(float): The init temperature used in simulated annealing search strategy.
             reduce_rate(float): The decay rate used in simulated annealing search strategy.
             search_steps(int): The steps of searching.
-            key(str): Identity used in communication between controller server and clients.
             save_checkpoint(string|None): The directory of checkpoint to save, if set to None, not save checkpoint. Default: 'nas_checkpoint'.
             load_checkpoint(string|None): The directory of checkpoint to load, if set to None, not load checkpoint. Default: None.
             is_server(bool): Whether current host is controller server. Default: True.