VDCNN | tensorflow implementation of Very Deep Convolutional | Machine Learning library
kandi X-RAY | VDCNN Summary
kandi X-RAY | VDCNN Summary
tensorflow implementation of Very Deep Convolutional Networks for Text Classification.
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Top functions reviewed by kandi - BETA
- Builds the model
- Batch normalization
- Get a global variable
- Convolution layer
- 2nd convolution layer
- Unit convolution block
- Max pooling op
VDCNN Key Features
VDCNN Examples and Code Snippets
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QUESTION
I'm having an issue with Keras/Tensorflow deserializing a model. Basically this is an implementation of a convolutional neural network on text, which requires a dimension to be added at an early stage. The error message is this:
File "/usr/lib/python3.6/site-packages/tensorflow/python/keras/_impl/keras/backend.py", line 2231, in expand_dims NameError: name 'array_ops' is not defined
The code causing this error message:
...ANSWER
Answered 2018-Feb-22 at 13:40The issue was this: https://github.com/keras-team/keras/issues/8123#issuecomment-354857044
On top of that, it required reinstalling everything on all machines and using keras
directly instead of tf.keras
to get the proper error message, apparently because of how Keras uses object serialization and the way Python "tracebacks" work.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install VDCNN
You can use VDCNN like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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