Abhi
Reputation: 111
How to use SummarySaver (monitor) in TF contrib.learn.estimator?
I would like to know how to use
SummarySaver
monitor with contrib.learn.estimator
I understand and used ValidationMonitor but I am struggling on
- Understanding the use case for
SummarySaver - Using it in conjunction with
contrib.learn.estimator
As an aside, what is the best practice to add summaries that are not metrics defined in ValidationMonitor ?
Upvotes: 1
Views: 309
Answers (1)
David Wong
Reputation: 748
- SummarySaver is for writing summary out every n steps
- manual summary can be most easily done by using tf.scalar_summary
Upvotes: 1
Related Questions
- Using the Tensorflow profiler with tf.Estimator
- How to add an image to summary during evaluation when using Estimator?
- Prediction from model saved with `tf.estimator.Estimator` in Tensorflow
- Replace Validation Monitors with tf.train.SessionRunHook when using Estimators
- tf.summary.image seems not work for estimator prediction
- Serializing a `tf.Summary` object to `string` Tensor
- Tensorflow Estimator API save image summary in eval mode
- Tensorflow - Using tf.summary with 1.2 Estimator API
- Save tf.summary.image with Estimator API
- How to make tf.contrib.learn.estimator not to add summary?