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Function add_layer

tensorflowTUT/tensorflow10_def_add_layer.py:13–21  ·  view source on GitHub ↗
(inputs, in_size, out_size, activation_function=None)

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11
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13def add_layer(inputs, in_size, out_size, activation_function=None):
14 Weights = tf.Variable(tf.random_normal([in_size, out_size]))
15 biases = tf.Variable(tf.zeros([1, out_size]) + 0.1)
16 Wx_plus_b = tf.matmul(inputs, Weights) + biases
17 if activation_function is None:
18 outputs = Wx_plus_b
19 else:
20 outputs = activation_function(Wx_plus_b)
21 return outputs

Callers

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