53ad661b8fa12e926286f0e48f5fbe0c8c874532,pixel_cnn_pp/nn.py,,conv2d,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,189
Before Change
m_init, v_init = tf.nn.moments(x, [0,1,2])
scale_init = init_scale / tf.sqrt(v_init + 1e-10)
with tf.control_dependencies([g.assign(g * scale_init), b.assign_add(-m_init * scale_init)]):
x = tf.nn.l2_normalize(x, axis=[0,1,2])
// apply nonlinearity
if nonlinearity is not None:
After Change
m_init, v_init = tf.nn.moments(x, [0,1,2])
scale_init = init_scale / tf.sqrt(v_init + 1e-10)
with tf.control_dependencies([g.assign(g * scale_init), b.assign_add(-m_init * scale_init)]):
x = tf.identity(x)
// apply nonlinearity
if nonlinearity is not None:
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 4
Instances
Project Name: openai/pixel-cnn
Commit Name: 53ad661b8fa12e926286f0e48f5fbe0c8c874532
Time: 2018-01-31
Author: yburda@openai.com
File Name: pixel_cnn_pp/nn.py
Class Name:
Method Name: conv2d
Project Name: openai/pixel-cnn
Commit Name: 53ad661b8fa12e926286f0e48f5fbe0c8c874532
Time: 2018-01-31
Author: yburda@openai.com
File Name: pixel_cnn_pp/nn.py
Class Name:
Method Name: deconv2d
Project Name: tensorflow/models
Commit Name: 1498d9419b799c3df61d8a8b63a879dcbca4504e
Time: 2019-11-11
Author: YknZhu@users.noreply.github.com
File Name: research/deeplab/export_model.py
Class Name:
Method Name: main