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Add P-DARTS

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This commit is contained in:
D-X-Y 2019-05-07 19:17:35 +08:00
parent 4098fca7fc
commit 8985bbedf3
1 changed files with 25 additions and 0 deletions
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25
lib/nas/genotypes.py
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@ -208,12 +208,37 @@ GDAS_FG = Genotype(
reduce_concat=range(2, 6)
)
PDARTS = Genotype(
normal=[
('skip_connect', 0, 1.0),
('dil_conv_3x3', 1, 1.0),
('skip_connect', 0, 1.0),
('sep_conv_3x3', 1, 1.0),
('sep_conv_3x3', 1, 1.0),
('sep_conv_3x3', 3, 1.0),
('sep_conv_3x3', 0, 1.0),
('dil_conv_5x5', 4, 1.0)],
normal_concat=range(2, 6),
reduce=[
('avg_pool_3x3', 0, 1.0),
('sep_conv_5x5', 1, 1.0),
('sep_conv_3x3', 0, 1.0),
('dil_conv_5x5', 2, 1.0),
('max_pool_3x3', 0, 1.0),
('dil_conv_3x3', 1, 1.0),
('dil_conv_3x3', 1, 1.0),
('dil_conv_5x5', 3, 1.0)],
reduce_concat=range(2, 6)
)
model_types = {'DARTS_V1': DARTS_V1,
'DARTS_V2': DARTS_V2,
'NASNet' : NASNet,
'PNASNet' : PNASNet,
'AmoebaNet': AmoebaNet,
'ENASNet' : ENASNet,
'PDARTS' : PDARTS,
'GDAS_V1' : GDAS_V1,
'GDAS_F1' : GDAS_F1,
'GDAS_GF' : GDAS_GF,