EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 19 · Lesson 79BuildPython1.5 h85 lessons in phase

Pipeline Parallel and Bubble Analysis

Tensor parallelism splits the matrix multiply across ranks. Pipeline parallelism splits the model across ranks, one stage per rank. Microbatches flow through the pipeline. The empty time at the start and end is the bubble; minimising it is the whole craft.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

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