FlexFlow
Click to visit website
About
FlexFlow is a Deep Neural Network (DNN) framework designed to automatically discover fast parallelization strategies for distributed DNN training. It goes beyond manually designed parallelization strategies (e.g., data and model parallelism) by exploring opportunities across different Samples, Operators, Attributes, and Parameters. FlexFlow includes a novel execution simulator to evaluate the runtime performance of various strategies and employs an automated search algorithm to discover highly optimized strategies, which generally outperform today's manually designed approaches. Key capabilities include joint optimization of algebraic transformations and parallelization, flexible parallelization across multiple dimensions, and acceleration of generative LLM inference with speculative inference.
Platform
Features
• automatically discovers fast parallelization strategies for distributed dnn training
• automated search algorithm for highly optimized strategies
• novel execution simulator to evaluate runtime performance
• speculative inference for generative llm acceleration
• flexible parallelization across sample, operator, attribute, and parameter dimensions
• joint optimization of algebraic transformations and parallelization
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!
Featured Tools
Songmeaning
Songmeaning is an AI-powered tool that helps users uncover the hidden stories and meanings behind song lyrics, enhancing their musical understanding.
View Details
PropLytics
PropLytics is an AI-powered platform for real estate investors, providing data-backed ROI insights to help make smarter, faster investment decisions.
View Details
GitGab
GitGab is an AI tool that contextualizes top AI models like ChatGPT, Claude, and Gemini with your GitHub repositories and local code for enhanced development.
View Details
nuptials.ai
nuptials.ai is an AI wedding planning partner, offering timeline planning, budget optimization, vendor matching, and a 24/7 planning assistant to help plan your perfect day.
View Details
Fastbreak AI
Fastbreak AI is an ultimate AI-powered sports operations engine, offering intelligent software for sports league scheduling, tournament management, and brand sponsorship.
View DetailsMolku
Molku is an AI-powered tool that automates data extraction and document filling, allowing users to effortlessly transfer data from various source files into templates.
View Details
BestFaceSwap
BestFaceSwap is an AI-powered online tool that enables users to easily change faces in videos and photos with high-quality and realistic results.
View Details
RightHair
RightHair is a free AI hairstyle changer that allows users to virtually try over 200 hairstyles and colors by uploading their photo, instantly transforming their look.
View Details
Healing Grace Alternative Healing
Healing Grace Alternative Healing is a center offering personalized care through organic bath and body products, natural remedies, and spiritual healing practices.
View Details
Smart Cookie Trivia
Smart Cookie Trivia is a platform offering a wide variety of trivia questions across numerous categories to help users play trivia, explore different topics, and expand their knowledge.
View DetailsLatest AI News
View All News
India's tech powerhouses unite to create a sovereign cloud, guaranteeing data localization and igniting the nation's AI potential.
Bitcoin mining sites become AI goldmines: CoreWeave's $9B deal signals a major industry pivot.
AI models reveal distinct strategic fingerprints, from Google's ruthless adaptiveness to OpenAI's stubborn, naive cooperation.