FedScale is a data learning that fedscale is a scalable and extensible federated learning engine and benchmark with comprehensive datasets for evaluating real fl deployments.. You can access it at https://fedscale.ai/.

What is FedScale best for?

FedScale is best for data learning tasks. It's particularly useful for users who need fedscale is a scalable and extensible federated learning engine and benchmark with comprehensive datasets for evaluating real fl deployments..

What are the best alternatives to FedScale?

Popular alternatives to FedScale include FELT Labs. Each offers different features and pricing options for data learning.

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FedScale

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About

FedScale is a scalable and extensible open-source federated learning (FL) engine. It provides high-level APIs to implement FL algorithms, deploy and evaluate them at scale across diverse hardware and software backends. FedScale also includes a FL benchmark that contains FL tasks ranging from image classification and object detection to language modeling and speech recognition. It incorporates comprehensive FL datasets to evaluate real FL deployments, including realistic datasets across ML tasks, deployment scales, and client system traces. It enables FL benchmarking at scale across multiple backends and provides high-level APIs to implement new FL algorithms and systems techniques with ease.

Platform

Web

Task

data learning

Features

• scalable platform

• extensible design

• comprehensive fl datasets

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