singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From GitBox <>
Subject [GitHub] [singa] XJDKC commented on pull request #697: New Model Layer Operator API
Date Sat, 23 May 2020 11:30:50 GMT

XJDKC commented on pull request #697:

   Now, users can define a new layer like this.
   class MyLayer(layer.Layer):
       def __init__(self, a, b, c):
           super(MyLayer, self).__init__()
           self.l1 = layer.Linear(a,b)
           self.l2 = layer.Linear(b,c)
           # just need to specify names of params and states
           self.param_names = ['W', 'b']
           self.state_names = self.param_names + ['running_mean', 'running_var']
       def initialize(self, x):  
           ## init params, no need to enable the graph manually, the graph will be enabled
       def forward(self, x):
           y = self.l1(x)
           y = self.l2(y)
           ### other statements
           return y

This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:

View raw message