---
title: "Pipeline parallelism mathematical notation"
description: "Pipeline parallelism is a recurring research-paper notation family. Assigns consecutive model layers to different stages and streams microbatches through…"
canonical_url: "https://fanout.sh/labs/math-decoder/symbol/pipeline-parallelism"
md_url: "https://fanout.sh/labs/math-decoder/symbol/pipeline-parallelism.md"
last_updated: "2026-08-09"
access: "public"
---

# Pipeline parallelism mathematical notation

Pipeline parallelism is a recurring research-paper notation family. Assigns consecutive model layers to different stages and streams microbatches through…

## Public overview

Pipeline parallelism is a recurring research-paper notation family. Assigns consecutive model layers to different stages and streams microbatches through them to share model memory across devices.

Pipeline parallelism: Assigns consecutive model layers to different stages and streams microbatches through them to share model memory across devices. Example: Run one group of layers on each stage in sequence.

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