Comments (2)
Are you in the same scope where you created the variable? variable_scopes are nested.
The following code properly captures the weights:
with tf.Graph().as_default() as g:
x = pt.wrap(np.zeros((4, 10, 10, 4), dtype=np.float32)).conv2d(9, 64, stride=1, weights=tf.truncated_normal_initializer(stddev=0.001),edges='SAME',name='conv1')
with tf.variable_scope('conv1') as scope:
tf.get_variable_scope().reuse_variables()
weights = tf.get_variable('weights')
print weights
To see the full variable names, you can run this: print [v.name for v in tf.all_variables()]
.
You can also use: x.layer_parameters['weights']
if you have a handle on the layer to get the weights used in the graph.
PS I personally find the style of with tf.variable_scope('conv1', reuse=True)
to be a little easier to read.
from prettytensor.
print [v.name for v in tf.all_variables()]
got me all the variable names and then I was able to extract the weights I wanted.
Thank you!
from prettytensor.
Related Issues (20)
- How to do regularization? HOT 3
- AttributeError: type object 'GraphKeys' has no attribute 'GLOBAL_VARIABLES' HOT 3
- AttributeError: module 'tensorflow' has no attribute 'complex_abs' HOT 3
- TypeError: Expected int32, got <prettytensor.pretty_tensor_class.Layer > of type 'Layer' instead. HOT 16
- weights reuse in {gru, lstm}_cell/_sequence methods HOT 2
- Bug with template, phase=Unbound and batch_normalize=True
- loading from checkpoint
- conv2d 'kernel'
- run baby_names.py error HOT 1
- PrettyTensor's template.construct() yielding ValueError HOT 2
- TypeError: slice indices must be integers or None or have an __index__ method
- using tensorboard with prettytensor
- manipulating output layer of tensorflow during learning
- how to use the dropout and l2loss ?
- Prettytensor not working with TF1.8 HOT 4
- With Tensorflow 0.12, it is throwing "TypeError: zeros_initializer() takes at least 1 argument (0 given)".
- How can i use inspect_checkpoint tool to print all the weight ?
- AttributeError: 'VariableScope' object has no attribute 'current_scope HOT 2
- AttributeError: module 'tensorflow' has no attribute 'GraphKeys'. In python while importing tflearn. HOT 2
- c++
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from prettytensor.