Parth Chadha

Parth Chadha is a deep learning software engineer at NVIDIA. He works on TensorRT, a high-performance deep learning inference SDK. Parth received his M.S in electrical and computer engineering from Carnegie Mellon University, where he focused on machine learning and parallel computer architecture.
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Posts by Parth Chadha

Models / Libraries / Frameworks Aug 20, 2025

Reinforcement Learning with NVIDIA NeMo-RL: Megatron-Core Support for Optimized Training Throughput

The initial release of NVIDIA NeMo-RL included training support through PyTorch DTensor (otherwise known as FSDP2). This backend enables native integration with... 7 MIN READ
Conversational AI Dec 02, 2021

Optimizing T5 and GPT-2 for Real-Time Inference with NVIDIA TensorRT

The transformer architecture has wholly transformed (pun intended) the domain of natural language processing (NLP). Over the recent years, many novel network... 9 MIN READ