Prediction Mode
Explore how to implement prediction mode within a TensorFlow regression function. This lesson helps you configure the model to return predictions correctly using EstimatorSpec, ensuring predictions are formatted as 2-D tensors to prevent indexing errors with TFRecords datasets. Understand the necessary code structures and logical conditions to enable accurate prediction outputs.
We'll cover the following...
We'll cover the following...
Chapter Goals:
- Set up the regression function’s prediction code
A. Prediction values
For the prediction mode in the regression function, we initialize and return an EstimatorSpec object containing a dictionary with the model’s predictions. The model’s predictions need to be in 2-D tensor format, with ...