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
Tools for privacy preserving data science. Run machine learning or simple analytics on distributed data. Federated Learning as a Service. Integrate FELT into web applications with our SDK.
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
EveryDev.ai
Accelerate your development workflow by discovering cutting-edge AI tools, staying updated on industry news, and joining a community of builders shipping with AI.
View Details
AI Seedance
Generate 15-second cinematic 2K videos with physics-based audio and multi-shot narratives from text or images. Ideal for creators and marketing teams.
View Details
Mistrezz.AI
Engage in immersive NSFW roleplay and ASMR voice sessions with adaptive AI companions designed for structured escalation, fantasy scenarios, and personal connection.
View Details
Seedance 3.0
Transform text prompts or static images into professional 1080p cinematic videos. Perfect for creators and marketers seeking high-quality, physics-aware AI motion.
View Details
Seedance 3.0
Transform text descriptions into cinematic 4K videos instantly with ByteDance's advanced AI, offering professional-grade visuals for creators and marketing teams.
View Details
Seedance 2.0
Generate broadcast-quality 4K videos from simple text prompts with precise text rendering, high-fidelity visuals, and batch processing for content creators.
View Details
BeatViz
Create professional, rhythm-synced music videos instantly with AI-powered visual generation, ideal for independent artists, social media creators, and marketers.
View Details
Seedance 2.0
Generate cinematic 1080p videos from text or images using advanced motion synthesis and multi-shot storytelling for marketing, social media, and creators.
View Details
Seedream 5.0
Transform text descriptions into high-resolution 4K visuals and edit photos using advanced AI models designed for digital artists and e-commerce businesses.
View Details
Seedream 5.0
Generate professional 4K AI images and edit visuals using natural language commands with high-speed processing for marketers, artists, and e-commerce brands.
View Details
Kaomojiya
Enhance digital messages with thousands of unique Japanese kaomoji across 491 categories, featuring one-click copying and AI-powered custom generation.
View Details