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rm PD ; update NAS-Bench-102 baselines

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D-X-Y
2019-12-23 11:19:09 +11:00
parent 31c6e2bcef
commit 729ce136db
25 changed files with 66 additions and 972 deletions
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1
lib/models/__init__.py
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@@ -36,6 +36,7 @@ def get_cell_based_tiny_net(config):
def get_search_spaces(xtype, name):
if xtype == 'cell':
from .cell_operations import SearchSpaceNames
assert name in SearchSpaceNames, 'invalid name [{:}] in {:}'.format(name, SearchSpaceNames.keys())
return SearchSpaceNames[name]
else:
raise ValueError('invalid search-space type is {:}'.format(xtype))

11
lib/models/cell_operations.py
View File

@@ -16,12 +16,13 @@ OPS = {
'skip_connect' : lambda C_in, C_out, stride, affine: Identity() if stride == 1 and C_in == C_out else FactorizedReduce(C_in, C_out, stride, affine),
}
CONNECT_NAS_BENCHMARK = ['none', 'skip_connect', 'nor_conv_3x3']
AA_NAS_BENCHMARK = ['none', 'skip_connect', 'nor_conv_1x1', 'nor_conv_3x3', 'avg_pool_3x3']
CONNECT_NAS_BENCHMARK = ['none', 'skip_connect', 'nor_conv_3x3']
NAS_BENCH_102 = ['none', 'skip_connect', 'nor_conv_1x1', 'nor_conv_3x3', 'avg_pool_3x3']
SearchSpaceNames = {'connect-nas' : CONNECT_NAS_BENCHMARK,
'aa-nas' : AA_NAS_BENCHMARK,
'full' : sorted(list(OPS.keys()))}
SearchSpaceNames = {'connect-nas' : CONNECT_NAS_BENCHMARK,
'aa-nas' : NAS_BENCH_102,
'nas-bench-102': NAS_BENCH_102,
'full' : sorted(list(OPS.keys()))}
class ReLUConvBN(nn.Module):