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
adly.news
adly.news is a 100% free newsletter advertising marketplace connecting businesses with engaged newsletter audiences, offering automated payouts and secure payments.
View Details
Whisk AI Image Generator
Whisk AI Image Generator is a Google Labs-Powered Image Remix Platform that blends visual inputs (subject, scene, style) to create stunning 4K artwork quickly.
View Details
APIPASS
APIPASS is a unified marketplace for discovering, integrating, and managing thousands of APIs, providing developers with fast, reliable, and cost-effective access to leading AI models.
View Details
VO4 AI
VO4 AI is the best AI video maker that turns your ideas into stunning videos. Make professional videos from text or images with our smart AI technology.
View Details
VO4 AI
VO4 AI is a professional AI video generator studio utilizing the VO4 Model to create stunning, cinematic 1080p videos from text prompts or static images.
View Details
Voe 4
Voe 4 is an AI video generator offering lightning-fast text-to-video and image-to-video conversion, delivering high-resolution, professional 4K AI videos in seconds.
View Details
Modelfy 3D
Modelfy 3D is an Enterprise-Grade AI Image to 3D Model Generator that transforms any 2D image into professional 3D models with up to 300K polygons and PBR textures.
View Details
Questie.ai
Questie.ai is an advanced AI gaming companion that watches your actual gameplay in real-time and provides intelligent commentary through natural AI voice chat.
View Details