add init to fc1
@@ -16,6 +16,7 @@ from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
+import math
import paddle
from paddle import nn, ParamAttr
from paddle.nn import functional as F
@@ -88,11 +89,14 @@ class LocalizationNetwork(nn.Layer):
in_channels = num_filters
self.block_list.append(pool)
name = "loc_fc1"
+ stdv = 1.0 / math.sqrt(num_filters_list[-1] * 1.0)
self.fc1 = nn.Linear(
in_channels,
fc_dim,
weight_attr=ParamAttr(
- learning_rate=loc_lr, name=name + "_w"),
+ learning_rate=loc_lr,
+ name=name + "_w",
+ initializer=nn.initializer.Uniform(-stdv, stdv)),
bias_attr=ParamAttr(name=name + '.b_0'),
name=name)
