Flambé
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About
Flambé is a PyTorch-based library that allows users to run complex experiments with multiple training and processing stages. It supports searching over an arbitrary number of parameters, reducing to the best trials, and running experiments remotely over many workers, including full AWS integration. It also facilitates sharing experiment configurations, results, and model weights. The tool provides components for building pipelines, managing clusters, and logging experiments. It also offers features like automatic extensions installation, report site generation, and security measures.
Platform
Task
Features
• easily share experiment configurations, results and model weights with others.
• run experiments remotely over many workers, including full aws integration.
• search over an arbitrary number of parameters and reduce to the best trials.
• run complex experiments with multiple training and processing stages.
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