Training Mode
We'll cover the following...
Chapter Goals:
- Set up the regression function’s training code
A. The EstimatorSpec
There are three phases to completing the machine learning model: training, evaluation, and prediction. With TensorFlow, we can easily bundle the three phases into a single function using EstimatorSpec
objects for each phase.
The EstimatorSpec
object has three modes corresponding to the three phases: