Pipeline Parallelism
Split transformer layers across GPUs like an assembly line — from naive schedules to 1F1B, minimizing the pipeline bubble.
beginner~5 hours3 notebooksPipeline Parallelism Basics: Splitting Layers Across GPUsThe Naive AFAB ScheduleMicrobatching: Reducing the BubbleThe 1F1B Schedule: One Forward One BackwardPipeline Parallelism in Practice: Balancing Layers and Choosing Microbatches
Curator of this Module
Dr. Rajat Dandekar
Course Instructor
Dr. Rajat Dandekar is a researcher and educator specializing in AI/ML, with a passion for making complex concepts accessible through intuitive explanations and hands-on learning.
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Learning Path
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Notebook 12
Notebook 23
Notebook 3Certificate