Parth Mannan

Parth Mannan is a senior deep learning performance engineer at NVIDIA, specializing in end-to-end training performance analysis and optimization. He holds a M.S. in Electrical and Computer Engineering from Georgia Institute of Technology.
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Posts by Parth Mannan

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Agentic AI / Generative AI Jan 28, 2026

Speeding Up Variable-Length Training with Dynamic Context Parallelism and NVIDIA Megatron Core

This post introduces Dynamic Context Parallelism (Dynamic-CP), a scheduling approach in NVIDIA Megatron Core used for LLM post-training or DiT pre-training. It... 12 MIN READ