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Use bias only for He's ResNet50 #621

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merged 3 commits into from
May 28, 2018
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yuyu2172
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Related: #321 (comment)

@@ -151,7 +151,8 @@ def __init__(self, n_layer,
conv1_no_bias = True
elif arch == 'he':
stride_first = True
conv1_no_bias = False
# Kaiming He uses bias only for ResNet50
conv1_no_bias = False if n_layer == 50 else True
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How about conv1_no_bias = not n_layer == 50?

@Hakuyume Hakuyume added this to In progress in ChainerCV May 28, 2018
@@ -151,7 +151,8 @@ def __init__(self, n_layer,
conv1_no_bias = True
elif arch == 'he':
stride_first = True
conv1_no_bias = False
# Kaiming He uses bias only for ResNet50
conv1_no_bias = n_layer == 50
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not

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LGTM

@Hakuyume Hakuyume merged commit 1442eac into chainer:master May 28, 2018
@yuyu2172 yuyu2172 added this to the 0.10 milestone Jun 1, 2018
@yuyu2172 yuyu2172 deleted the bias-resnet50 branch June 1, 2018 05:23
@Hakuyume Hakuyume removed this from In progress in ChainerCV Jun 1, 2018
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3 participants