Sonnet is a library built on top of TensorFlow designed to provide simple, composable abstractions for machine learning research.
Questions tagged [sonnet]
9 questions
6
votes
1 answer
sonnet import fails on: 'from graphs import Sonnet'
Trying to run some github code which imports 'sonnet' which seems to import other packages from 'graphs'. I get:
----> 9 import sonnet as snt
~\Anaconda3\lib\site-packages\sonnet\__init__.py in ()
1 __version__ = '0.1.6'
----> 2 from…
Ganitph
- 113
- 1
- 6
3
votes
0 answers
Unable to load tensorflow model in Java that was originally created in python (file not found exception)
I train a neural network in python 3.7 using tensorflow in version 1.14 and sonnet in version 1.34. After training, I want to export my neural network in order to use it in Java for predictions. Unfortunately, it always displays an error while…
maxx2803
- 33
- 3
1
vote
1 answer
ImportError: cannot import name 'Sonnet' from 'graphs'
The code I am trying to run is
import graph_nets as gn
and the compiler returns
ImportError: cannot import name 'Sonnet' from 'graphs'
which traces back to a line in the sonnet package that says from graphs import Sonnet, D3Graph, MatplotGraph
(I…
playerJX1
- 209
- 1
- 11
1
vote
1 answer
LSTM timesteps in Sonnet
I'm currently trying to learn Sonnet.
My network (incomplete, the question is based on this):
class Model(snt.AbstractModule):
def __init__(self, name="LSTMNetwork"):
super(Model, self).__init__(name=name)
with…
Susmit Agrawal
- 3,649
- 2
- 13
- 29
1
vote
1 answer
tf.constant and tf.placeholder behave differently
I want to wrap the tf.metrics around a Sonnet module for measuring performance of each batch, and the following is the work I have done:
import tensorflow as tf
import sonnet as snt
class Metrics(snt.AbstractModule):
def __init__(self,…
Yurui Ming
- 21
- 4
0
votes
0 answers
How to compute the magnetic field by inputting current density data in Python?
I simulated a loop in Sonnet to compute the magnetic field in the middle of the Loop. Sonnet only shows the current density, but not the magnetic field so I downloaded the discrete current density data Points as a cvs file. The file now shows me the…
Alex1111
- 1
0
votes
0 answers
How to set weights to a sonnet nets module?
I am using the DeepMind Sonnet Library, https://sonnet.readthedocs.io/en/latest/
After defining a simple MLP, I run it with a mock datapoint in order to set the input shape.
import tensorflow as tf
import sonnet as snt
mlp = snt.nets.MLP([32, 32,…
Florian Lalande
- 494
- 4
- 13
0
votes
1 answer
CUDA for both Tensorflow1.x and Tensorflow2.x?
I have been working with Sonnet with Tensorflow1 for the past couple of years, but with the introduction of Tensorflow2.0 I moved to that system. Now, I am debugging something and I wanted to return to the TF1 setup. Since my move to TF2.0 I no…
VBence
- 11
- 3
0
votes
1 answer
snt.AbstractModule in dm-sonnet=2.0.0
I've been trying to run code written in 2017, which uses tensorflow=1.3.0 and dm-sonnet=1.14. Many of the packages required have become unavailable and I was drowning in dependency issues so I decided to rewrite the code in a new version of…
Helga Sigurðardóttir
- 43
- 5