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Showing posts with the label Tensorflow

Error While Running Multiple Tensorflow Sessions In The Same Python Process

I have a project with this hierarchy: project ├── libs │ ├── __init__.py │ ├── sub_lib1 │ │ … Read more Error While Running Multiple Tensorflow Sessions In The Same Python Process

Training A Keras Model On Multiple Feature Files That Are Read In Sequentially To Save Memory

I'm running into memory issues when trying to read in massive feature files (see below). I figu… Read more Training A Keras Model On Multiple Feature Files That Are Read In Sequentially To Save Memory

How To Load A Layer From Checkpoint

I have this config: network = {'source_embed_raw': {'class': 'linear', ...}… Read more How To Load A Layer From Checkpoint

How Do I Get Reproducible Results With Keras?

I'm trying to get reproducible results with Keras, however every time I run the program I get d… Read more How Do I Get Reproducible Results With Keras?

Tensorflow Dataset From List Of Images In Keras Model

I'm trying to understand how to read local images, use them as TensorFlow Dataset and train Ker… Read more Tensorflow Dataset From List Of Images In Keras Model

How To Install Scipy In Python3.5 Virtual Env | Windows 10?

I have Anaconda (Python 3.6) in my Windows 10. This includes Scipy. I am also using a virtual Pytho… Read more How To Install Scipy In Python3.5 Virtual Env | Windows 10?

What Is The Right Way To Manipulate The Shape Of A Tensor When There Are Unknown Elements In It?

Let's say that I have a tensor of shape (None, None, None, 32) and I want to reshape this to (N… Read more What Is The Right Way To Manipulate The Shape Of A Tensor When There Are Unknown Elements In It?

Define Custom Lstm Cell In Keras?

I use Keras with TensorFlow as back-end. If I want to make a modification to an LSTM cell, such as … Read more Define Custom Lstm Cell In Keras?