FedScale
Click to visit website
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
Task
Features
• scalable platform
• extensible design
• comprehensive fl datasets
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Alternatives
FELT Labs
Train machine learning models on sensitive, distributed datasets without compromising privacy using a decentralized no-code platform and secure SDK integrations.
View DetailsFeatured Tools
adly.news
Connect with engaged niche audiences or monetize your subscriber base through an automated marketplace featuring verified metrics and secure Stripe payments.
View Details
Salespeak
Provide founder-level sales expertise across web, email, and LLM search with AI agents that learn your product in minutes to capture intent and convert buyers.
View Details
GPT Image 2
Transform text prompts and reference uploads into high-quality visuals with a streamlined browser-based generator designed for marketing and design workflows.
View Details
Seedance 2.0
Generate 2K cinematic videos with multi-shot storytelling and synchronized audio in under 60 seconds to transform text or images into professional-grade content.
View Details
Happy Horse AI
Produce cinematic AI videos with native audio and consistent characters by combining text, images, and clips into beat-synced content for filmmakers and creators.
View Details
RemoveFrom.Video
Eliminate watermarks, subtitles, and unwanted objects from videos in seconds using AI-powered restoration that maintains high-quality footage and natural textures.
View Details