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update GDAS

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This commit is contained in:
D-X-Y
2019-11-19 11:58:04 +11:00
parent c3672648d7
commit 09d68c6375
20 changed files with 1176 additions and 90 deletions
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9
lib/models/__init__.py
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@@ -16,10 +16,15 @@ from .cell_searchs import CellStructure, CellArchitectures
# Cell-based NAS Models
def get_cell_based_tiny_net(config):
super_type = getattr(config, 'super_type', 'basic')
group_names = ['DARTS-V1', 'DARTS-V2', 'GDAS', 'SETN', 'ENAS', 'RANDOM']
from .cell_searchs import nas_super_nets
if config.name in group_names:
if super_type == 'basic' and config.name in group_names:
from .cell_searchs import nas_super_nets
return nas_super_nets[config.name](config.C, config.N, config.max_nodes, config.num_classes, config.space)
elif super_type == 'l2s-base' and config.name in group_names:
from .l2s_cell_searchs import nas_super_nets
return nas_super_nets[config.name](config.C, config.N, config.max_nodes, config.num_classes, config.space \
,config.n_piece)
elif config.name == 'infer.tiny':
from .cell_infers import TinyNetwork
return TinyNetwork(config.C, config.N, config.genotype, config.num_classes)