perf-tp-dp-comm-overlap
OfficialEnhance training throughput with communication overlap.
Software Engineering#performance optimization#distributed training#Megatron-Bridge#communication overlap#GPU efficiency
AuthorNVIDIA-NeMo
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides strategies and configuration guidance to enable communication overlap in Megatron-Bridge, improving training efficiency by reducing communication bottlenecks.
Core Features & Use Cases
- Configuring Overlap Settings: Guides users on how to set up TP, DP, and PP overlap in training configurations.
- Performance Optimization: Helps trace throughput regressions and optimize model training speed.
- Use Case: A researcher wants to maximize GPU utilization during large-scale model training by overlapping communication and computation effectively.
Quick Start
Use the perf-tp-dp-comm-overlap skill to review configuration snippets and performance verification steps for enabling communication overlap in Megatron-Bridge.
Dependency Matrix
Required Modules
None requiredComponents
referencesassets
💻 Claude Code Installation
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Please help me install this Skill: Name: perf-tp-dp-comm-overlap Download link: https://github.com/NVIDIA-NeMo/Megatron-Bridge/archive/main.zip#perf-tp-dp-comm-overlap Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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