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
Veo 4
Produce cinematic AI videos using text, image, and audio references with native lip-syncing and consistent character identity for high-quality storytelling.
View Details
ToolCenter
Find the best AI solutions for your workflow with a curated directory of over 1,700 tools across categories like design, development, and content creation.
View Details
Sceneform
Design hyper-realistic AI influencers and viral social media content with an all-in-one studio for persona building, motion syncing, and batch video rendering.
View Details
Grok Imagine
Transform creative ideas into cinematic 2K videos and photorealistic images with xAI’s Aurora engine, featuring precise motion control and multi-modal inputs.
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