Initial commit

models/cell_searchs/__init__.py

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+##################################################
+# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2019 #
+##################################################
+# The macro structure is defined in NAS-Bench-201
+from .search_model_darts    import TinyNetworkDarts
+from .search_model_gdas     import TinyNetworkGDAS
+from .search_model_setn     import TinyNetworkSETN
+from .search_model_enas     import TinyNetworkENAS
+from .search_model_random   import TinyNetworkRANDOM
+from .genotypes             import Structure as CellStructure, architectures as CellArchitectures
+# NASNet-based macro structure
+from .search_model_gdas_nasnet import NASNetworkGDAS
+from .search_model_darts_nasnet import NASNetworkDARTS
+
+
+nas201_super_nets = {'DARTS-V1': TinyNetworkDarts,
+                     "DARTS-V2": TinyNetworkDarts,
+                     "GDAS": TinyNetworkGDAS,
+                     "SETN": TinyNetworkSETN,
+                     "ENAS": TinyNetworkENAS,
+                     "RANDOM": TinyNetworkRANDOM}
+
+nasnet_super_nets = {"GDAS": NASNetworkGDAS,
+                     "DARTS": NASNetworkDARTS}