FlexFlow is a DNN framework that automatically discovers fast parallelization strategies for distributed deep neural network training. It goes beyond manually designed strategies by exploring parallelization opportunities across Samples, Operators, Attributes, and Parameters. It uses a novel execution simulator and automated search algorithm to find highly optimized strategies. FlexFlow also features joint optimization of algebraic transformations and parallelization, flexible parallelization across various dimensions, and speculative inference to accelerate generative LLM inference.
• accelerates generative llm inference with speculative inference and token tree verification
• uses an automated search algorithm to discover highly optimized strategies
• includes a novel execution simulator to evaluate runtime performance
• explores parallelization opportunities across different samples, operators, attributes, and parameters
• generalizes and goes beyond today's manually designed parallelization strategies
• automatically discovers fast parallelization strategies for distributed dnn training
• flexible parallelization through combinations of sample, operator, attribute, and parameter dimensions
• joint optimization of algebraic transformations and parallelization
Average Rating: 0.0
5 Stars:
0 Ratings
4 Stars:
0 Ratings
3 Stars:
0 Ratings
2 Stars:
0 Ratings
1 Star:
0 Ratings
No ratings available.
Side School provides online AI bootcamps for professionals to learn how to integrate AI into their jobs. They offer training in marketing, sales, design and more.
View DetailsGenAI Courses offers an up-to-date Generative AI masterclass covering a wide range of topics and tools, including ChatGPT, DALLE-3, and AI Agents. It includes community access, quizzes, and a prompt library.
View DetailsCaptain AI Academy boosts business productivity through AI training, consulting, and custom AI solutions.
View DetailsInvisible Technologies trains AI models and solves complex enterprise AI problems, boasting expertise across the entire AI value chain and a strong track record of success.
View DetailsBlent.ai offers online AI and data science training courses with a blended learning approach and mentorship from industry experts.
View DetailsConnect your Github repos to ChatGPT & Claude for code assistance, bug finding, and documentation. Free trial available.
View DetailsIncite AI offers real-time AI-powered stock analysis and prediction for stocks, crypto, ETFs, and forex, providing personalized insights and actionable information to help investors make informed decisions.
View DetailsFree AI video face swap tool to swap faces in any video effortlessly. Offers video, photo, and GIF face swap features.
View DetailsImageMover AI is an AI video generator that allows users to transform images, scripts, and text into engaging videos. It offers a user-friendly interface and supports various formats, making video creation accessible to everyone.
View DetailsImageToVideo AI is an AI-powered tool that converts images to videos, offering features like Photo to Video, Script to Video, and AI Generators. It's user-friendly, requires no editing skills, and generates watermark-free videos.
View DetailsAssindo manages your phone calls with AI, automating tasks and providing summaries.
View DetailsTool Finder is a leading site for discovering and reviewing software tools for both work and life, featuring over 450 reviewed tools and aiming to help users find the right software for their needs.
View DetailsCreate and interact with a customizable AI girlfriend. Features include AI chat, roleplay, and image generation. NSFW content available.
View DetailsA trivia website with questions in multiple categories. Play now and expand your knowledge!
View DetailsAI-powered software for recovering lost Bitcoin seed phrases and private keys. Includes BTC balance checking and two search modes.
View Details