Detail aplikovaného výsledku

KEX - Software library for easier management and result interpretation of Keras experiments

HARÁR, P.; BURGET, R.; POVODA, L.; RAJNOHA, M.

Originální název

KEX - Software library for easier management and result interpretation of Keras experiments

Anglický název

KEX - Software library for easier management and result interpretation of Keras experiments

Druh

Software

Abstrakt

This software simplifies the workflow of training multiple DNN models using Keras and Theano frameworks and automatically presents the results. It is very useful for hyperparameter tuning when there is a need to train lots of models in order to find the best performing one. The main advantage is the ability to spread multiple models onto multiple GPUs so the training of multiple models is being done in parallel.

Abstrakt anglicky

This software simplifies the workflow of training multiple DNN models using Keras and Theano frameworks and automatically presents the results. It is very useful for hyperparameter tuning when there is a need to train lots of models in order to find the best performing one. The main advantage is the ability to spread multiple models onto multiple GPUs so the training of multiple models is being done in parallel.

Klíčová slova

keras, training, multiple models, multi GPU

Klíčová slova anglicky

keras, training, multiple models, multi GPU

Umístění

Kancelář SE5.123 (Harár)

Licenční poplatek

K využití výsledku jiným subjektem je vždy nutné nabytí licence

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