DEVELOPER BLOG

Sirisha Rella

Sirisha Rella is a technical product marketing manager at NVIDIA focused on computer vision, speech, and language-based deep learning applications. Sirisha received her master’s degree in computer science from the University of Missouri-Kansas City and was a graduate research assistant at the National Science Foundation - Center for Big Learning.

Posts by Sirisha Rella

AI / Deep Learning

Speeding Up Deep Learning Inference Using NVIDIA TensorRT (Updated)

This post was updated July 20, 2021 to reflect NVIDIA TensorRT 8.0 updates. NVIDIA TensorRT is an SDK for deep learning inference. TensorRT provides APIs and… 22 MIN READ
AI / Deep Learning

NVIDIA Accelerates Conversational AI from Research to Production with Latest Updates in NeMo and Jarvis

NVIDIA recently released world class speech recognition capability for enterprises to generate highly accurate transcriptions and NeMo 1. 3 MIN READ
AI / Deep Learning

Announcing Megatron for Training Trillion Parameter Models & NVIDIA Jarvis Availability

NVIDIA released several major conversational AI breakthroughs that will bring in a new wave of applications. 3 MIN READ
AI / Deep Learning

Integrating with Data Generation and Labeling Tools for Accurate AI Training

In this blog post, we outline the key challenges in data preparation and training. We also introduce how to integrate your data to fine-tune AI/ 6 MIN READ
AI / Deep Learning

Speeding Up Development of Speech and Language Models with NVIDIA NeMo

As a researcher building state-of-the-art speech and language models, you must be able to quickly experiment with novel network architectures. 7 MIN READ
AI / Deep Learning

Speeding Up Deep Learning Inference Using TensorRT

This is an updated version of How to Speed Up Deep Learning Inference Using TensorRT. This version starts from a PyTorch model instead of the ONNX model… 22 MIN READ