xautodl/lib/models/cell_searchs/__init__.py

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# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2019 #
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# 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 .generic_model         import GenericNAS201Model
from .genotypes             import Structure as CellStructure, architectures as CellArchitectures
# NASNet-based macro structure
from .search_model_gdas_nasnet import NASNetworkGDAS
from .search_model_gdas_frc_nasnet import NASNetworkGDAS_FRC
from .search_model_darts_nasnet import NASNetworkDARTS


nas201_super_nets = {'DARTS-V1': TinyNetworkDarts,
                     "DARTS-V2": TinyNetworkDarts,
                     "GDAS": TinyNetworkGDAS,
                     "SETN": TinyNetworkSETN,
                     "ENAS": TinyNetworkENAS,
                     "RANDOM": TinyNetworkRANDOM,
                     "generic": GenericNAS201Model}

nasnet_super_nets = {"GDAS": NASNetworkGDAS,
                     "GDAS_FRC": NASNetworkGDAS_FRC,
                     "DARTS": NASNetworkDARTS}