A company has an HPE Machine Learning Development Environment cluster. The ML engineers store training and validation data sets in Google Cloud Storage (GCS). What is an advantage of streaming the data during a trial, as opposed to downloading the data?

Question

Sebastian van de Zweerde · Accepted Answer

The trial can better separate training and validation data.

Sebastian van de Zweerde · Answer

Streaming requires just one bucket, while downloading requires many.

Sebastian van de Zweerde · Answer

The trial can more quickly start up and begin training the model.

Sebastian van de Zweerde · Answer

Setting up streaming is easier that setting up downloading.

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