Shiva Pentyala

Shiva is pursuing his Master’s at Texas A&M in Computer Science. At university, his lab works on using deep learning for fake news detection on social networks. He already has experience developing with popular frameworks and several of his projects have used cuDNN and TensorRT. With this background, Shiva helped create code samples for technical tutorials and how-to videos which are vital to our growing deep learning developer base.
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Posts by Shiva Pentyala

Data Science Sep 10, 2018

Video: Introduction to Recurrent Neural Networks in TensorRT

NVIDIA TensorRT™ is a high-performance deep learning inference optimizer and runtime that delivers low latency and high-throughput. TensorRT can import... 2 MIN READ
Computer Vision / Video Analytics Sep 05, 2018

Accelerating Recommendation System Inference Performance with TensorRT

NVIDIA TensorRT is a high-performance deep learning inference optimizer and runtime that delivers low latency and high-throughput for deep learning inference... 2 MIN READ
Figure 1: The Tesla V100 Accelerator with Volta GV100 GPU. SXM2 Form Factor.
Simulation / Modeling / Design Aug 28, 2018

Mixed-Precision ResNet-50 Using Tensor Cores with TensorFlow

Mixed-Precision combines different numerical precisions in a computational method. Using precision lower than FP32 reduces memory usage, allowing deployment of... 2 MIN READ