Flambé
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About
Flambé is a PyTorch-based library designed to facilitate the execution of complex experiments, enabling users to run multiple training and processing stages, search for optimal parameters, and manage experiments across numerous remote workers, including seamless integration with Amazon Web Services (AWS). The tool supports sharing configurations, results, and model weights effortlessly, while also offering functionalities like monitoring experiments via a report site and logging capabilities with Tensorboard. The library includes extensive documentation on installation, experimentation components, clusters, and security, as well as tutorials for practical implementation.
Platform
Features
• extensive documentation
• custom component support
• integration with tensorboard
• experiment result sharing
• remote execution over aws
• parametric search
• multiple training stages
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