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
Walter Shields Data Academy (WSDA)
Walter Shields Data Academy (WSDA) is an AI-powered platform offering premium training in SQL, Python, and Excel for professionals to advance their data skills.
View DetailsFELT 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
GirlfriendGPT
NSFW AI chat platform with customizable characters, AI image generation, and voice chat. Explore roleplay and intimate interactions with AI companions.
View DetailsPDF Translator
PDF Translator is an AI-powered tool for instant document translations. Upload PDFs, select from 100+ languages, and get format-preserving translations for free.
View DetailsDeVoice
DeVoice is an AI-powered audio and video tool that offers unlimited, accurate transcription, AI rap generation, and background noise removal capabilities.
View DetailsDeepSwapAI
DeepSwapAI is a professional AI face swap platform for developers, offering enterprise-grade face exchange technology with RESTful API, SDKs, and batch processing.
View DetailsFace Swap AI
Face Swap AI is a free AI tool for instant face swapping in photos and videos, delivering stunning HD results without signup or watermarks for creative projects.
View DetailsStoryShort
StoryShort is an AI creation tool that helps you create viral faceless videos on auto-pilot, generating engaging content in minutes.
View DetailsAIhumanize
AIhumanize is an advanced AI humanizer tool that transforms AI-written text into natural, authentic writing, helping you bypass all major AI detectors.
View DetailsLoveGen AI
LoveGen AI is an all-in-one platform integrating major image and video AI models, enabling creation from text, visual enhancement, and video generation.
View DetailsCapacity
Capacity is an AI tool that helps you turn any idea into a working web app, including fullstack applications and cloned websites, without writing code.
View DetailsNano Banana Pro
Nano Banana Pro is a reasoning-first 4K AI image editor designed for creative teams to generate lossless 4K visuals, transparent PNGs, and high-quality exports.
View DetailsImageTranslator
ImageTranslator is an AI-powered online tool that translates text in images instantly, supporting over 100 languages while preserving original layout.
View DetailsSeedance 2
Seedance 2 is a groundbreaking AI video generation technology that delivers 1080p cinematic quality with advanced motion synthesis and multi-shot storytelling.
View DetailsKissGen AI
KissGen AI is the best AI kissing video generator, transforming memories into lifelike kissing videos with realistic animations and custom styles.
View DetailsGempix2 AI
Gempix2 AI is a free online AI photo and image editor, powered by NanoBanana 2 technology, offering advanced tools for professional-quality visual transformations.
View DetailsAI Animate Image
AI Animate Image revolutionizes how you create animated content from static images. Our advanced AI image animator turns photos into animation with stunning realism.
View DetailsWan 2.2
Wan 2.2 is an open-source AI video generation tool using MoE architecture, transforming text or images into professional 720P cinematic videos.
View Details