April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Setting up TensorBoard from TensorFlow
In the previous chapter, we have seen that there are two ways to define a model in TensorFlow:
- Premade estimators
- Building a custom estimator
In the following code, we will consider one additional snippet of code that would enable us to visualize the various summary operations:
Note that we only need to specify the model_dir in the premade estimator to store the various log files generated from TensorFlow operations.
TensorBoard can then be initialized by referring to the model directory, as follows:
The preceding code would result in a TensorBoard visualization that would have all the summaries built ...
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